2022-08-20 00:34:52,196 INFO [train.py:1020] (4/8) Training started
2022-08-20 00:34:52,196 INFO [train.py:1030] (4/8) Device: cuda:4
2022-08-20 00:34:52,200 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': 1, 'start_batch': 0, 'exp_dir': PosixPath('lstm_transducer_stateless2/exp'), 'bpe_model': 'data/lang_bpe_500/bpe.model', 'initial_lr': 0.003, 'lr_batches': 5000, 'lr_epochs': 10.0, 'context_size': 2, 'prune_range': 5, 'lm_scale': 0.25, 'am_scale': 0.0, 'simple_loss_scale': 0.5, 'seed': 42, 'print_diagnostics': False, 'save_every_n': 2000, 'keep_last_k': 20, 'average_period': 100, 'use_fp16': False, 'giga_prob': 0.9, 'num_encoder_layers': 12, 'encoder_dim': 512, 'rnn_hidden_size': 1024, 'aux_layer_period': 0, 'max_duration': 500, 'bucketing_sampler': True, 'num_buckets': 30, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'on_the_fly_num_workers': 0, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'manifest_dir': PosixPath('data/fbank'), 'on_the_fly_feats': False, 'blank_id': 0, 'vocab_size': 500}
2022-08-20 00:34:52,201 INFO [train.py:1041] (4/8) About to create model
2022-08-20 00:34:52,680 INFO [train.py:460] (4/8) Use giga
2022-08-20 00:34:52,734 INFO [train.py:1045] (4/8) Number of model parameters: 86241344
2022-08-20 00:34:58,909 INFO [train.py:1060] (4/8) Using DDP
2022-08-20 00:34:59,677 INFO [librispeech.py:43] (4/8) About to get train-clean-100 cuts from data/fbank/librispeech_cuts_train-clean-100.jsonl.gz
2022-08-20 00:34:59,682 INFO [librispeech.py:48] (4/8) About to get train-clean-360 cuts from data/fbank/librispeech_cuts_train-clean-360.jsonl.gz
2022-08-20 00:34:59,684 INFO [librispeech.py:53] (4/8) About to get train-other-500 cuts from data/fbank/librispeech_cuts_train-other-500.jsonl.gz
2022-08-20 00:34:59,685 INFO [train.py:1104] (4/8) Using the XL subset of GigaSpeech (10k hours)
2022-08-20 00:34:59,685 INFO [gigaspeech.py:46] (4/8) About to get train-XL cuts
2022-08-20 00:34:59,791 INFO [gigaspeech.py:62] (4/8) Loading 1998 splits
2022-08-20 00:35:10,665 INFO [asr_datamodule.py:168] (4/8) Enable MUSAN
2022-08-20 00:35:10,665 INFO [asr_datamodule.py:180] (4/8) Enable SpecAugment
2022-08-20 00:35:10,665 INFO [asr_datamodule.py:181] (4/8) Time warp factor: 80
2022-08-20 00:35:10,665 INFO [asr_datamodule.py:196] (4/8) About to create train dataset
2022-08-20 00:35:10,666 INFO [asr_datamodule.py:227] (4/8) Using DynamicBucketingSampler.
2022-08-20 00:35:13,582 INFO [asr_datamodule.py:236] (4/8) About to create train dataloader
2022-08-20 00:35:13,582 INFO [asr_datamodule.py:168] (4/8) Enable MUSAN
2022-08-20 00:35:13,583 INFO [asr_datamodule.py:180] (4/8) Enable SpecAugment
2022-08-20 00:35:13,583 INFO [asr_datamodule.py:181] (4/8) Time warp factor: 80
2022-08-20 00:35:13,583 INFO [asr_datamodule.py:196] (4/8) About to create train dataset
2022-08-20 00:35:13,583 INFO [asr_datamodule.py:227] (4/8) Using DynamicBucketingSampler.
2022-08-20 00:35:17,213 INFO [asr_datamodule.py:236] (4/8) About to create train dataloader
2022-08-20 00:35:17,213 INFO [librispeech.py:68] (4/8) About to get dev-clean cuts from data/fbank/librispeech_cuts_dev-clean.jsonl.gz
2022-08-20 00:35:17,215 INFO [librispeech.py:73] (4/8) About to get dev-other cuts from data/fbank/librispeech_cuts_dev-other.jsonl.gz
2022-08-20 00:35:17,216 INFO [asr_datamodule.py:249] (4/8) About to create dev dataset
2022-08-20 00:35:17,547 INFO [asr_datamodule.py:270] (4/8) About to create dev dataloader
2022-08-20 00:35:17,547 INFO [train.py:1156] (4/8) Skip scan_pessimistic_batches_for_oom
2022-08-20 00:37:24,314 INFO [train.py:927] (4/8) Epoch 1, batch 50, giga_loss[loss=0.5859, simple_loss=1.172, pruned_loss=7.722, over 12363.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03399, over 122.00 utterances.], tot_loss[loss=0.8724, simple_loss=1.745, pruned_loss=7.75, over 547805.79 frames. utt_duration=637.7 frames, utt_pad_proportion=0.04887, over 3444.49 utterances.], libri_tot_loss[loss=1.19, simple_loss=2.38, pruned_loss=7.324, over 108460.21 frames. utt_duration=1345 frames, utt_pad_proportion=0.03688, over 322.84 utterances.], giga_tot_loss[loss=0.8157, simple_loss=1.631, pruned_loss=7.836, over 459552.29 frames. utt_duration=574.4 frames, utt_pad_proportion=0.04972, over 3208.39 utterances.], batch size: 122, lr: 3.00e-03
2022-08-20 00:39:05,396 INFO [train.py:927] (4/8) Epoch 1, batch 100, giga_loss[loss=0.4543, simple_loss=0.9086, pruned_loss=7.413, over 12447.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03569, over 86.00 utterances.], tot_loss[loss=0.6607, simple_loss=1.321, pruned_loss=7.6, over 974320.91 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06388, over 6890.46 utterances.], libri_tot_loss[loss=1.003, simple_loss=2.006, pruned_loss=7.468, over 155034.09 frames. utt_duration=1422 frames, utt_pad_proportion=0.02859, over 436.49 utterances.], giga_tot_loss[loss=0.6245, simple_loss=1.249, pruned_loss=7.615, over 874223.05 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06562, over 6709.34 utterances.], batch size: 86, lr: 3.00e-03
2022-08-20 00:40:44,402 INFO [train.py:927] (4/8) Epoch 1, batch 150, giga_loss[loss=0.3872, simple_loss=0.7743, pruned_loss=7.066, over 12420.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.0423, over 146.00 utterances.], tot_loss[loss=0.5606, simple_loss=1.121, pruned_loss=7.469, over 1306189.90 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06142, over 9614.09 utterances.], libri_tot_loss[loss=0.8434, simple_loss=1.687, pruned_loss=7.563, over 223411.96 frames. utt_duration=1438 frames, utt_pad_proportion=0.02728, over 622.20 utterances.], giga_tot_loss[loss=0.5363, simple_loss=1.073, pruned_loss=7.454, over 1190545.15 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06316, over 9521.36 utterances.], batch size: 146, lr: 3.00e-03
2022-08-20 00:42:20,890 INFO [train.py:927] (4/8) Epoch 1, batch 200, giga_loss[loss=0.3647, simple_loss=0.7295, pruned_loss=6.7, over 12433.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03582, over 105.00 utterances.], tot_loss[loss=0.5012, simple_loss=1.002, pruned_loss=7.299, over 1564757.64 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06042, over 11535.84 utterances.], libri_tot_loss[loss=0.7702, simple_loss=1.54, pruned_loss=7.584, over 279003.61 frames. utt_duration=1432 frames, utt_pad_proportion=0.02304, over 780.11 utterances.], giga_tot_loss[loss=0.4817, simple_loss=0.9633, pruned_loss=7.266, over 1449471.89 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06224, over 11539.34 utterances.], batch size: 105, lr: 3.00e-03
2022-08-20 00:43:59,375 INFO [train.py:927] (4/8) Epoch 1, batch 250, giga_loss[loss=0.3839, simple_loss=0.7678, pruned_loss=7.024, over 12409.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03553, over 113.00 utterances.], tot_loss[loss=0.465, simple_loss=0.93, pruned_loss=7.243, over 1766550.70 frames. utt_duration=555.4 frames, utt_pad_proportion=0.05461, over 12756.17 utterances.], libri_tot_loss[loss=0.7443, simple_loss=1.489, pruned_loss=7.573, over 311498.56 frames. utt_duration=1397 frames, utt_pad_proportion=0.02981, over 892.83 utterances.], giga_tot_loss[loss=0.4482, simple_loss=0.8963, pruned_loss=7.214, over 1664970.80 frames. utt_duration=521.5 frames, utt_pad_proportion=0.05579, over 12808.35 utterances.], batch size: 113, lr: 3.00e-03
2022-08-20 00:45:35,170 INFO [train.py:927] (4/8) Epoch 1, batch 300, giga_loss[loss=0.3881, simple_loss=0.7763, pruned_loss=6.76, over 12384.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1005, over 257.00 utterances.], tot_loss[loss=0.4417, simple_loss=0.8834, pruned_loss=7.182, over 1923508.83 frames. utt_duration=553.7 frames, utt_pad_proportion=0.0615, over 13934.76 utterances.], libri_tot_loss[loss=0.6903, simple_loss=1.381, pruned_loss=7.53, over 386126.94 frames. utt_duration=1259 frames, utt_pad_proportion=0.05939, over 1227.99 utterances.], giga_tot_loss[loss=0.426, simple_loss=0.8521, pruned_loss=7.15, over 1821905.66 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06075, over 14072.57 utterances.], batch size: 257, lr: 3.00e-03
2022-08-20 00:47:16,020 INFO [train.py:927] (4/8) Epoch 1, batch 350, giga_loss[loss=0.3542, simple_loss=0.7083, pruned_loss=6.948, over 12411.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03927, over 133.00 utterances.], tot_loss[loss=0.4199, simple_loss=0.8399, pruned_loss=7.113, over 2045662.20 frames. utt_duration=550.7 frames, utt_pad_proportion=0.0611, over 14900.32 utterances.], libri_tot_loss[loss=0.6779, simple_loss=1.356, pruned_loss=7.516, over 406902.13 frames. utt_duration=1264 frames, utt_pad_proportion=0.05656, over 1289.57 utterances.], giga_tot_loss[loss=0.4069, simple_loss=0.8138, pruned_loss=7.085, over 1961509.46 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06077, over 15076.33 utterances.], batch size: 133, lr: 3.00e-03
2022-08-20 00:48:57,376 INFO [train.py:927] (4/8) Epoch 1, batch 400, giga_loss[loss=0.3481, simple_loss=0.6961, pruned_loss=6.872, over 12212.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03988, over 28.00 utterances.], tot_loss[loss=0.4029, simple_loss=0.8058, pruned_loss=7.067, over 2140456.67 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05799, over 14907.21 utterances.], libri_tot_loss[loss=0.6615, simple_loss=1.323, pruned_loss=7.493, over 437853.93 frames. utt_duration=1269 frames, utt_pad_proportion=0.05283, over 1381.75 utterances.], giga_tot_loss[loss=0.3913, simple_loss=0.7827, pruned_loss=7.042, over 2068827.42 frames. utt_duration=547.8 frames, utt_pad_proportion=0.0581, over 15148.89 utterances.], batch size: 28, lr: 3.00e-03
2022-08-20 00:50:39,326 INFO [train.py:927] (4/8) Epoch 1, batch 450, giga_loss[loss=0.3295, simple_loss=0.6589, pruned_loss=7.001, over 12287.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02598, over 54.00 utterances.], tot_loss[loss=0.3894, simple_loss=0.7788, pruned_loss=7.035, over 2214551.85 frames. utt_duration=541 frames, utt_pad_proportion=0.06708, over 16420.33 utterances.], libri_tot_loss[loss=0.6358, simple_loss=1.272, pruned_loss=7.448, over 488058.24 frames. utt_duration=1284 frames, utt_pad_proportion=0.04757, over 1521.74 utterances.], giga_tot_loss[loss=0.3787, simple_loss=0.7574, pruned_loss=7.013, over 2150977.78 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06753, over 16805.70 utterances.], batch size: 54, lr: 2.99e-03
2022-08-20 00:52:18,226 INFO [train.py:927] (4/8) Epoch 1, batch 500, giga_loss[loss=0.4244, simple_loss=0.8488, pruned_loss=7.225, over 12396.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04128, over 26.00 utterances.], tot_loss[loss=0.3907, simple_loss=0.7814, pruned_loss=7.046, over 2272335.73 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06968, over 17366.75 utterances.], libri_tot_loss[loss=0.6184, simple_loss=1.237, pruned_loss=7.409, over 527424.53 frames. utt_duration=1303 frames, utt_pad_proportion=0.04433, over 1621.55 utterances.], giga_tot_loss[loss=0.3813, simple_loss=0.7625, pruned_loss=7.029, over 2217811.15 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07035, over 17859.10 utterances.], batch size: 26, lr: 2.99e-03
2022-08-20 00:53:58,313 INFO [train.py:927] (4/8) Epoch 1, batch 550, libri_loss[loss=0.4694, simple_loss=0.9388, pruned_loss=7.045, over 12142.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005542, over 35.00 utterances.], tot_loss[loss=0.3962, simple_loss=0.7924, pruned_loss=7.077, over 2316344.10 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06397, over 17028.10 utterances.], libri_tot_loss[loss=0.5889, simple_loss=1.178, pruned_loss=7.343, over 603167.94 frames. utt_duration=1324 frames, utt_pad_proportion=0.039, over 1824.22 utterances.], giga_tot_loss[loss=0.3872, simple_loss=0.7745, pruned_loss=7.066, over 2266451.99 frames. utt_duration=511 frames, utt_pad_proportion=0.0655, over 17792.83 utterances.], batch size: 35, lr: 2.99e-03
2022-08-20 00:55:39,675 INFO [train.py:927] (4/8) Epoch 1, batch 600, giga_loss[loss=0.3694, simple_loss=0.7389, pruned_loss=7.242, over 12253.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0287, over 42.00 utterances.], tot_loss[loss=0.3913, simple_loss=0.7827, pruned_loss=7.108, over 2351252.77 frames. utt_duration=525 frames, utt_pad_proportion=0.07473, over 17963.88 utterances.], libri_tot_loss[loss=0.5791, simple_loss=1.158, pruned_loss=7.311, over 631064.42 frames. utt_duration=1277 frames, utt_pad_proportion=0.05693, over 1978.54 utterances.], giga_tot_loss[loss=0.3839, simple_loss=0.7677, pruned_loss=7.106, over 2309997.33 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07391, over 18643.16 utterances.], batch size: 42, lr: 2.99e-03
2022-08-20 00:57:20,678 INFO [train.py:927] (4/8) Epoch 1, batch 650, giga_loss[loss=0.3575, simple_loss=0.715, pruned_loss=7.391, over 12432.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03083, over 80.00 utterances.], tot_loss[loss=0.3828, simple_loss=0.7656, pruned_loss=7.141, over 2378760.36 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07376, over 18608.64 utterances.], libri_tot_loss[loss=0.5742, simple_loss=1.148, pruned_loss=7.288, over 658189.28 frames. utt_duration=1285 frames, utt_pad_proportion=0.05443, over 2051.49 utterances.], giga_tot_loss[loss=0.3755, simple_loss=0.7509, pruned_loss=7.143, over 2345039.36 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07347, over 19287.21 utterances.], batch size: 80, lr: 2.99e-03
2022-08-20 00:59:00,311 INFO [train.py:927] (4/8) Epoch 1, batch 700, giga_loss[loss=0.3362, simple_loss=0.6723, pruned_loss=7.266, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04056, over 113.00 utterances.], tot_loss[loss=0.3741, simple_loss=0.7483, pruned_loss=7.164, over 2399801.05 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07436, over 19393.33 utterances.], libri_tot_loss[loss=0.5664, simple_loss=1.133, pruned_loss=7.257, over 702921.74 frames. utt_duration=1285 frames, utt_pad_proportion=0.05072, over 2189.85 utterances.], giga_tot_loss[loss=0.3659, simple_loss=0.7318, pruned_loss=7.171, over 2371191.02 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07458, over 20171.79 utterances.], batch size: 113, lr: 2.99e-03
2022-08-20 01:00:42,665 INFO [train.py:927] (4/8) Epoch 1, batch 750, giga_loss[loss=0.3218, simple_loss=0.6437, pruned_loss=7.383, over 12390.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02738, over 70.00 utterances.], tot_loss[loss=0.3643, simple_loss=0.7286, pruned_loss=7.195, over 2415837.80 frames. utt_duration=522.2 frames, utt_pad_proportion=0.07023, over 18557.94 utterances.], libri_tot_loss[loss=0.5529, simple_loss=1.106, pruned_loss=7.23, over 754829.65 frames. utt_duration=1305 frames, utt_pad_proportion=0.04707, over 2316.58 utterances.], giga_tot_loss[loss=0.3561, simple_loss=0.7122, pruned_loss=7.206, over 2391600.20 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07121, over 19513.41 utterances.], batch size: 70, lr: 2.98e-03
2022-08-20 01:02:23,808 INFO [train.py:927] (4/8) Epoch 1, batch 800, giga_loss[loss=0.2938, simple_loss=0.5877, pruned_loss=7.289, over 12337.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03311, over 85.00 utterances.], tot_loss[loss=0.351, simple_loss=0.7021, pruned_loss=7.221, over 2427729.13 frames. utt_duration=538.2 frames, utt_pad_proportion=0.07092, over 18094.30 utterances.], libri_tot_loss[loss=0.5508, simple_loss=1.102, pruned_loss=7.223, over 763454.50 frames. utt_duration=1307 frames, utt_pad_proportion=0.04647, over 2339.00 utterances.], giga_tot_loss[loss=0.3443, simple_loss=0.6886, pruned_loss=7.232, over 2408516.55 frames. utt_duration=511.4 frames, utt_pad_proportion=0.07179, over 18893.84 utterances.], batch size: 85, lr: 2.98e-03
2022-08-20 01:04:04,044 INFO [train.py:927] (4/8) Epoch 1, batch 850, giga_loss[loss=0.2939, simple_loss=0.5878, pruned_loss=7.29, over 12410.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03546, over 113.00 utterances.], tot_loss[loss=0.337, simple_loss=0.6741, pruned_loss=7.247, over 2436889.20 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06753, over 17468.25 utterances.], libri_tot_loss[loss=0.546, simple_loss=1.092, pruned_loss=7.208, over 780419.79 frames. utt_duration=1315 frames, utt_pad_proportion=0.04544, over 2377.51 utterances.], giga_tot_loss[loss=0.3312, simple_loss=0.6624, pruned_loss=7.26, over 2421509.19 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06857, over 18200.05 utterances.], batch size: 113, lr: 2.98e-03
2022-08-20 01:05:44,903 INFO [train.py:927] (4/8) Epoch 1, batch 900, giga_loss[loss=0.2824, simple_loss=0.5648, pruned_loss=7.312, over 12398.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04226, over 40.00 utterances.], tot_loss[loss=0.3287, simple_loss=0.6573, pruned_loss=7.251, over 2445236.19 frames. utt_duration=558.3 frames, utt_pad_proportion=0.07176, over 17565.89 utterances.], libri_tot_loss[loss=0.5344, simple_loss=1.069, pruned_loss=7.167, over 830888.20 frames. utt_duration=1310 frames, utt_pad_proportion=0.04488, over 2540.20 utterances.], giga_tot_loss[loss=0.3219, simple_loss=0.6438, pruned_loss=7.274, over 2431776.51 frames. utt_duration=530.4 frames, utt_pad_proportion=0.0727, over 18390.02 utterances.], batch size: 40, lr: 2.98e-03
2022-08-20 01:07:26,121 INFO [train.py:927] (4/8) Epoch 1, batch 950, giga_loss[loss=0.2754, simple_loss=0.5507, pruned_loss=7.322, over 12439.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03191, over 80.00 utterances.], tot_loss[loss=0.3197, simple_loss=0.6394, pruned_loss=7.266, over 2451555.50 frames. utt_duration=559 frames, utt_pad_proportion=0.06727, over 17588.78 utterances.], libri_tot_loss[loss=0.5314, simple_loss=1.063, pruned_loss=7.154, over 846996.95 frames. utt_duration=1316 frames, utt_pad_proportion=0.04395, over 2576.70 utterances.], giga_tot_loss[loss=0.3134, simple_loss=0.6268, pruned_loss=7.288, over 2440991.65 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06837, over 18332.75 utterances.], batch size: 80, lr: 2.97e-03
2022-08-20 01:09:05,665 INFO [train.py:927] (4/8) Epoch 1, batch 1000, giga_loss[loss=0.2658, simple_loss=0.5316, pruned_loss=7.327, over 12366.00 frames. utt_duration=620 frames, utt_pad_proportion=0.03573, over 80.00 utterances.], tot_loss[loss=0.3135, simple_loss=0.6271, pruned_loss=7.264, over 2456319.32 frames. utt_duration=565 frames, utt_pad_proportion=0.06301, over 17436.61 utterances.], libri_tot_loss[loss=0.5222, simple_loss=1.044, pruned_loss=7.123, over 895076.73 frames. utt_duration=1318 frames, utt_pad_proportion=0.04221, over 2719.36 utterances.], giga_tot_loss[loss=0.3058, simple_loss=0.6116, pruned_loss=7.296, over 2447429.38 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06454, over 18310.03 utterances.], batch size: 80, lr: 2.97e-03
2022-08-20 01:10:43,964 INFO [train.py:927] (4/8) Epoch 1, batch 1050, libri_loss[loss=0.4213, simple_loss=0.8426, pruned_loss=6.752, over 12471.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006921, over 37.00 utterances.], tot_loss[loss=0.306, simple_loss=0.6119, pruned_loss=7.256, over 2459851.95 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06655, over 17417.63 utterances.], libri_tot_loss[loss=0.5033, simple_loss=1.007, pruned_loss=7.085, over 957010.98 frames. utt_duration=1318 frames, utt_pad_proportion=0.04146, over 2907.87 utterances.], giga_tot_loss[loss=0.2987, simple_loss=0.5973, pruned_loss=7.3, over 2452178.51 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06811, over 18493.59 utterances.], batch size: 37, lr: 2.97e-03
2022-08-20 01:12:26,502 INFO [train.py:927] (4/8) Epoch 1, batch 1100, giga_loss[loss=0.2408, simple_loss=0.4816, pruned_loss=7.387, over 12482.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03552, over 37.00 utterances.], tot_loss[loss=0.2971, simple_loss=0.5941, pruned_loss=7.255, over 2462784.53 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06434, over 17024.27 utterances.], libri_tot_loss[loss=0.4827, simple_loss=0.9653, pruned_loss=7.053, over 1023573.47 frames. utt_duration=1307 frames, utt_pad_proportion=0.04038, over 3136.57 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.5816, pruned_loss=7.311, over 2456362.10 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06628, over 18264.38 utterances.], batch size: 37, lr: 2.96e-03
2022-08-20 01:14:07,689 INFO [train.py:927] (4/8) Epoch 1, batch 1150, libri_loss[loss=0.3105, simple_loss=0.621, pruned_loss=6.841, over 12304.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00567, over 35.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.5714, pruned_loss=7.253, over 2465050.57 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06633, over 18184.81 utterances.], libri_tot_loss[loss=0.4741, simple_loss=0.9482, pruned_loss=7.04, over 1058784.83 frames. utt_duration=1307 frames, utt_pad_proportion=0.03954, over 3243.98 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.5592, pruned_loss=7.307, over 2460370.99 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06805, over 19426.79 utterances.], batch size: 35, lr: 2.96e-03
2022-08-20 01:15:46,863 INFO [train.py:927] (4/8) Epoch 1, batch 1200, libri_loss[loss=0.2877, simple_loss=0.5754, pruned_loss=6.817, over 12450.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005922, over 35.00 utterances.], tot_loss[loss=0.277, simple_loss=0.5541, pruned_loss=7.243, over 2467363.84 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06772, over 18761.59 utterances.], libri_tot_loss[loss=0.4592, simple_loss=0.9185, pruned_loss=7.018, over 1114448.79 frames. utt_duration=1306 frames, utt_pad_proportion=0.03802, over 3415.94 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.5424, pruned_loss=7.304, over 2463259.86 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06966, over 20182.08 utterances.], batch size: 35, lr: 2.96e-03
2022-08-20 01:17:27,578 INFO [train.py:927] (4/8) Epoch 1, batch 1250, giga_loss[loss=0.2282, simple_loss=0.4564, pruned_loss=7.384, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02769, over 66.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.5394, pruned_loss=7.257, over 2468359.73 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06714, over 18818.89 utterances.], libri_tot_loss[loss=0.4519, simple_loss=0.9037, pruned_loss=7.008, over 1141164.49 frames. utt_duration=1309 frames, utt_pad_proportion=0.03686, over 3491.05 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.5294, pruned_loss=7.315, over 2465260.96 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06913, over 20177.02 utterances.], batch size: 66, lr: 2.95e-03
2022-08-20 01:19:09,171 INFO [train.py:927] (4/8) Epoch 1, batch 1300, giga_loss[loss=0.2484, simple_loss=0.4968, pruned_loss=7.359, over 12444.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03809, over 123.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.5211, pruned_loss=7.264, over 2469601.64 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06434, over 17955.42 utterances.], libri_tot_loss[loss=0.4469, simple_loss=0.8937, pruned_loss=7.001, over 1160728.78 frames. utt_duration=1311 frames, utt_pad_proportion=0.03593, over 3544.41 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.5126, pruned_loss=7.317, over 2467386.24 frames. utt_duration=516 frames, utt_pad_proportion=0.06647, over 19183.39 utterances.], batch size: 123, lr: 2.95e-03
2022-08-20 01:20:49,436 INFO [train.py:927] (4/8) Epoch 1, batch 1350, giga_loss[loss=0.2182, simple_loss=0.4363, pruned_loss=7.289, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02661, over 45.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.5043, pruned_loss=7.274, over 2470178.91 frames. utt_duration=580.6 frames, utt_pad_proportion=0.05941, over 17062.13 utterances.], libri_tot_loss[loss=0.4464, simple_loss=0.8927, pruned_loss=6.996, over 1173804.96 frames. utt_duration=1302 frames, utt_pad_proportion=0.03735, over 3609.87 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.4946, pruned_loss=7.319, over 2468423.26 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06134, over 18093.03 utterances.], batch size: 45, lr: 2.95e-03
2022-08-20 01:22:30,952 INFO [train.py:927] (4/8) Epoch 1, batch 1400, giga_loss[loss=0.2403, simple_loss=0.4806, pruned_loss=7.384, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.033, over 97.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.5043, pruned_loss=7.276, over 2470422.54 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05826, over 16665.17 utterances.], libri_tot_loss[loss=0.4484, simple_loss=0.8968, pruned_loss=6.986, over 1206021.84 frames. utt_duration=1306 frames, utt_pad_proportion=0.03609, over 3696.71 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.4857, pruned_loss=7.323, over 2468895.21 frames. utt_duration=559.2 frames, utt_pad_proportion=0.06032, over 17708.29 utterances.], batch size: 97, lr: 2.94e-03
2022-08-20 01:24:09,755 INFO [train.py:927] (4/8) Epoch 1, batch 1450, giga_loss[loss=0.2108, simple_loss=0.4215, pruned_loss=7.449, over 12341.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03415, over 62.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.4931, pruned_loss=7.276, over 2470855.11 frames. utt_duration=627.1 frames, utt_pad_proportion=0.05392, over 15798.32 utterances.], libri_tot_loss[loss=0.4396, simple_loss=0.8792, pruned_loss=6.972, over 1249423.03 frames. utt_duration=1317 frames, utt_pad_proportion=0.03455, over 3798.79 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.4739, pruned_loss=7.329, over 2469826.80 frames. utt_duration=584.9 frames, utt_pad_proportion=0.05648, over 16933.50 utterances.], batch size: 62, lr: 2.94e-03
2022-08-20 01:25:52,065 INFO [train.py:927] (4/8) Epoch 1, batch 1500, giga_loss[loss=0.1943, simple_loss=0.3886, pruned_loss=7.371, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02815, over 48.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.4789, pruned_loss=7.28, over 2471128.27 frames. utt_duration=623.7 frames, utt_pad_proportion=0.05436, over 15885.20 utterances.], libri_tot_loss[loss=0.4296, simple_loss=0.8591, pruned_loss=6.961, over 1285286.53 frames. utt_duration=1316 frames, utt_pad_proportion=0.03504, over 3910.02 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.4626, pruned_loss=7.336, over 2470602.46 frames. utt_duration=582 frames, utt_pad_proportion=0.05657, over 17024.98 utterances.], batch size: 48, lr: 2.94e-03
2022-08-20 01:27:34,516 INFO [train.py:927] (4/8) Epoch 1, batch 1550, giga_loss[loss=0.2229, simple_loss=0.4458, pruned_loss=7.431, over 12430.00 frames. utt_duration=858.9 frames, utt_pad_proportion=0.02616, over 58.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.4745, pruned_loss=7.283, over 2472342.67 frames. utt_duration=614.2 frames, utt_pad_proportion=0.056, over 16139.17 utterances.], libri_tot_loss[loss=0.424, simple_loss=0.848, pruned_loss=6.956, over 1308767.51 frames. utt_duration=1321 frames, utt_pad_proportion=0.03408, over 3967.41 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.4598, pruned_loss=7.336, over 2471984.36 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05798, over 17206.42 utterances.], batch size: 58, lr: 2.93e-03
2022-08-20 01:29:15,144 INFO [train.py:927] (4/8) Epoch 1, batch 1600, giga_loss[loss=0.2297, simple_loss=0.4594, pruned_loss=7.321, over 12428.00 frames. utt_duration=803.3 frames, utt_pad_proportion=0.02749, over 62.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.4809, pruned_loss=7.289, over 2472288.44 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05766, over 16808.95 utterances.], libri_tot_loss[loss=0.4183, simple_loss=0.8365, pruned_loss=6.946, over 1331488.58 frames. utt_duration=1328 frames, utt_pad_proportion=0.03345, over 4015.78 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.4683, pruned_loss=7.34, over 2472311.97 frames. utt_duration=556.3 frames, utt_pad_proportion=0.05937, over 17826.25 utterances.], batch size: 62, lr: 2.93e-03
2022-08-20 01:30:57,712 INFO [train.py:927] (4/8) Epoch 1, batch 1650, giga_loss[loss=0.268, simple_loss=0.5361, pruned_loss=7.355, over 12381.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02768, over 66.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.507, pruned_loss=7.29, over 2471906.22 frames. utt_duration=560.8 frames, utt_pad_proportion=0.0644, over 17677.50 utterances.], libri_tot_loss[loss=0.4269, simple_loss=0.8537, pruned_loss=6.941, over 1359840.14 frames. utt_duration=1334 frames, utt_pad_proportion=0.03256, over 4082.75 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.4796, pruned_loss=7.341, over 2471807.59 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06579, over 18720.59 utterances.], batch size: 66, lr: 2.92e-03
2022-08-20 01:32:39,134 INFO [train.py:927] (4/8) Epoch 1, batch 1700, giga_loss[loss=0.2577, simple_loss=0.5154, pruned_loss=7.415, over 12449.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03467, over 98.00 utterances.], tot_loss[loss=0.255, simple_loss=0.5101, pruned_loss=7.303, over 2472383.62 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06637, over 18290.12 utterances.], libri_tot_loss[loss=0.4215, simple_loss=0.8429, pruned_loss=6.934, over 1381747.09 frames. utt_duration=1337 frames, utt_pad_proportion=0.03172, over 4138.65 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.4877, pruned_loss=7.354, over 2472466.48 frames. utt_duration=513.6 frames, utt_pad_proportion=0.0677, over 19311.93 utterances.], batch size: 98, lr: 2.92e-03
2022-08-20 01:34:20,192 INFO [train.py:927] (4/8) Epoch 1, batch 1750, giga_loss[loss=0.2258, simple_loss=0.4516, pruned_loss=7.364, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03031, over 45.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.5043, pruned_loss=7.303, over 2473109.92 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06074, over 17817.22 utterances.], libri_tot_loss[loss=0.4157, simple_loss=0.8315, pruned_loss=6.926, over 1403383.86 frames. utt_duration=1341 frames, utt_pad_proportion=0.03103, over 4189.51 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.4864, pruned_loss=7.354, over 2473198.03 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06243, over 18845.79 utterances.], batch size: 45, lr: 2.91e-03
2022-08-20 01:36:02,357 INFO [train.py:927] (4/8) Epoch 1, batch 1800, giga_loss[loss=0.214, simple_loss=0.428, pruned_loss=7.366, over 12438.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03784, over 43.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.4924, pruned_loss=7.319, over 2473452.14 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05699, over 17716.76 utterances.], libri_tot_loss[loss=0.4157, simple_loss=0.8315, pruned_loss=6.926, over 1403383.86 frames. utt_duration=1341 frames, utt_pad_proportion=0.03103, over 4189.51 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.4784, pruned_loss=7.359, over 2473520.72 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05849, over 18517.31 utterances.], batch size: 43, lr: 2.91e-03
2022-08-20 01:37:44,991 INFO [train.py:927] (4/8) Epoch 1, batch 1850, giga_loss[loss=0.2444, simple_loss=0.4888, pruned_loss=7.418, over 12439.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0378, over 123.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.4958, pruned_loss=7.322, over 2473600.20 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05749, over 17993.98 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.8262, pruned_loss=6.92, over 1424925.77 frames. utt_duration=1338 frames, utt_pad_proportion=0.03097, over 4263.05 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.4814, pruned_loss=7.364, over 2473398.33 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05884, over 18797.42 utterances.], batch size: 123, lr: 2.91e-03
2022-08-20 01:39:26,189 INFO [train.py:927] (4/8) Epoch 1, batch 1900, giga_loss[loss=0.22, simple_loss=0.44, pruned_loss=7.391, over 12357.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.4984, pruned_loss=7.324, over 2473063.93 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06116, over 18242.53 utterances.], libri_tot_loss[loss=0.4127, simple_loss=0.8253, pruned_loss=6.916, over 1440296.79 frames. utt_duration=1342 frames, utt_pad_proportion=0.0304, over 4296.95 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.4833, pruned_loss=7.365, over 2473151.77 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06228, over 19025.39 utterances.], batch size: 97, lr: 2.90e-03
2022-08-20 01:41:06,693 INFO [train.py:927] (4/8) Epoch 1, batch 1950, giga_loss[loss=0.2298, simple_loss=0.4596, pruned_loss=7.5, over 12471.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03456, over 43.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.4981, pruned_loss=7.325, over 2473151.66 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05763, over 17540.36 utterances.], libri_tot_loss[loss=0.4042, simple_loss=0.8084, pruned_loss=6.905, over 1485619.70 frames. utt_duration=1340 frames, utt_pad_proportion=0.03012, over 4439.90 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.4821, pruned_loss=7.381, over 2473428.79 frames. utt_duration=533.6 frames, utt_pad_proportion=0.05927, over 18592.10 utterances.], batch size: 43, lr: 2.90e-03
2022-08-20 01:42:50,421 INFO [train.py:927] (4/8) Epoch 1, batch 2000, giga_loss[loss=0.237, simple_loss=0.474, pruned_loss=7.462, over 12341.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02905, over 66.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.4922, pruned_loss=7.33, over 2474085.44 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05792, over 17450.67 utterances.], libri_tot_loss[loss=0.3966, simple_loss=0.7933, pruned_loss=6.899, over 1514986.10 frames. utt_duration=1334 frames, utt_pad_proportion=0.03078, over 4549.21 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.4793, pruned_loss=7.389, over 2474220.96 frames. utt_duration=534.9 frames, utt_pad_proportion=0.05944, over 18554.46 utterances.], batch size: 66, lr: 2.89e-03
2022-08-20 01:44:37,833 INFO [train.py:927] (4/8) Epoch 1, batch 2050, giga_loss[loss=0.2435, simple_loss=0.487, pruned_loss=7.367, over 12402.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06287, over 183.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.4894, pruned_loss=7.34, over 2473523.28 frames. utt_duration=556.4 frames, utt_pad_proportion=0.05661, over 17830.20 utterances.], libri_tot_loss[loss=0.3944, simple_loss=0.7888, pruned_loss=6.896, over 1524490.39 frames. utt_duration=1334 frames, utt_pad_proportion=0.03048, over 4577.67 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.479, pruned_loss=7.391, over 2473681.42 frames. utt_duration=528.2 frames, utt_pad_proportion=0.05801, over 18785.11 utterances.], batch size: 183, lr: 2.89e-03
2022-08-20 01:46:20,433 INFO [train.py:927] (4/8) Epoch 1, batch 2100, giga_loss[loss=0.2332, simple_loss=0.4665, pruned_loss=7.368, over 12402.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04397, over 146.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.4872, pruned_loss=7.35, over 2473168.47 frames. utt_duration=572 frames, utt_pad_proportion=0.05849, over 17339.34 utterances.], libri_tot_loss[loss=0.3967, simple_loss=0.7934, pruned_loss=6.895, over 1533847.76 frames. utt_duration=1334 frames, utt_pad_proportion=0.03022, over 4604.86 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.4741, pruned_loss=7.395, over 2473371.04 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05969, over 18175.29 utterances.], batch size: 146, lr: 2.88e-03
2022-08-20 01:48:00,841 INFO [train.py:927] (4/8) Epoch 1, batch 2150, libri_loss[loss=0.267, simple_loss=0.534, pruned_loss=6.915, over 12459.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008507, over 39.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.4912, pruned_loss=7.333, over 2473427.80 frames. utt_duration=572.7 frames, utt_pad_proportion=0.06286, over 17320.52 utterances.], libri_tot_loss[loss=0.3949, simple_loss=0.7898, pruned_loss=6.892, over 1571166.28 frames. utt_duration=1311 frames, utt_pad_proportion=0.03562, over 4800.24 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.4724, pruned_loss=7.386, over 2473241.87 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06306, over 18282.23 utterances.], batch size: 39, lr: 2.88e-03
2022-08-20 01:49:40,225 INFO [train.py:927] (4/8) Epoch 1, batch 2200, giga_loss[loss=0.2348, simple_loss=0.4696, pruned_loss=7.409, over 12254.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02889, over 54.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.4857, pruned_loss=7.323, over 2473757.87 frames. utt_duration=599.2 frames, utt_pad_proportion=0.0579, over 16556.48 utterances.], libri_tot_loss[loss=0.3844, simple_loss=0.7688, pruned_loss=6.887, over 1610938.73 frames. utt_duration=1318 frames, utt_pad_proportion=0.03397, over 4893.27 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.4708, pruned_loss=7.387, over 2473633.95 frames. utt_duration=559.5 frames, utt_pad_proportion=0.05915, over 17733.49 utterances.], batch size: 54, lr: 2.87e-03
2022-08-20 01:51:17,922 INFO [train.py:927] (4/8) Epoch 1, batch 2250, giga_loss[loss=0.2354, simple_loss=0.4708, pruned_loss=7.323, over 12380.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03959, over 113.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.4797, pruned_loss=7.313, over 2472849.47 frames. utt_duration=612.3 frames, utt_pad_proportion=0.06016, over 16194.48 utterances.], libri_tot_loss[loss=0.3766, simple_loss=0.7532, pruned_loss=6.88, over 1644651.59 frames. utt_duration=1323 frames, utt_pad_proportion=0.03311, over 4978.20 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.4667, pruned_loss=7.384, over 2472917.58 frames. utt_duration=567.2 frames, utt_pad_proportion=0.06165, over 17487.01 utterances.], batch size: 113, lr: 2.86e-03
2022-08-20 01:53:03,056 INFO [train.py:927] (4/8) Epoch 1, batch 2300, giga_loss[loss=0.2224, simple_loss=0.4449, pruned_loss=7.343, over 12438.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03202, over 75.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.4734, pruned_loss=7.32, over 2472408.23 frames. utt_duration=616.8 frames, utt_pad_proportion=0.06123, over 16073.04 utterances.], libri_tot_loss[loss=0.3756, simple_loss=0.7513, pruned_loss=6.88, over 1648750.33 frames. utt_duration=1316 frames, utt_pad_proportion=0.03427, over 5017.31 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.4631, pruned_loss=7.378, over 2472494.83 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06216, over 17097.79 utterances.], batch size: 75, lr: 2.86e-03
2022-08-20 01:54:42,339 INFO [train.py:927] (4/8) Epoch 1, batch 2350, giga_loss[loss=0.2239, simple_loss=0.4479, pruned_loss=7.171, over 12346.00 frames. utt_duration=132.5 frames, utt_pad_proportion=0.2205, over 377.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.4705, pruned_loss=7.303, over 2472419.44 frames. utt_duration=611.7 frames, utt_pad_proportion=0.06534, over 16208.36 utterances.], libri_tot_loss[loss=0.3742, simple_loss=0.7485, pruned_loss=6.876, over 1669207.08 frames. utt_duration=1301 frames, utt_pad_proportion=0.03952, over 5139.29 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.4578, pruned_loss=7.361, over 2472410.42 frames. utt_duration=577.9 frames, utt_pad_proportion=0.0648, over 17158.38 utterances.], batch size: 377, lr: 2.85e-03
2022-08-20 01:56:23,517 INFO [train.py:927] (4/8) Epoch 1, batch 2400, giga_loss[loss=0.2261, simple_loss=0.4521, pruned_loss=7.313, over 12412.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02491, over 48.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.4649, pruned_loss=7.301, over 2471857.78 frames. utt_duration=617.7 frames, utt_pad_proportion=0.06573, over 16045.96 utterances.], libri_tot_loss[loss=0.3733, simple_loss=0.7466, pruned_loss=6.875, over 1677190.13 frames. utt_duration=1282 frames, utt_pad_proportion=0.04539, over 5237.84 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.4535, pruned_loss=7.351, over 2471874.21 frames. utt_duration=590 frames, utt_pad_proportion=0.06377, over 16800.48 utterances.], batch size: 48, lr: 2.85e-03
2022-08-20 01:58:06,813 INFO [train.py:927] (4/8) Epoch 1, batch 2450, giga_loss[loss=0.2075, simple_loss=0.415, pruned_loss=7.371, over 12426.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.0234, over 48.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.4634, pruned_loss=7.301, over 2472450.69 frames. utt_duration=627.2 frames, utt_pad_proportion=0.06077, over 15805.18 utterances.], libri_tot_loss[loss=0.3706, simple_loss=0.7411, pruned_loss=6.873, over 1697159.72 frames. utt_duration=1286 frames, utt_pad_proportion=0.04417, over 5285.40 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.4513, pruned_loss=7.353, over 2472199.24 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05991, over 16603.64 utterances.], batch size: 48, lr: 2.84e-03
2022-08-20 01:59:45,620 INFO [train.py:927] (4/8) Epoch 1, batch 2500, giga_loss[loss=0.2313, simple_loss=0.4626, pruned_loss=7.352, over 12367.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04243, over 133.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.4624, pruned_loss=7.306, over 2472488.64 frames. utt_duration=618.2 frames, utt_pad_proportion=0.05835, over 16035.87 utterances.], libri_tot_loss[loss=0.3723, simple_loss=0.7447, pruned_loss=6.87, over 1708313.51 frames. utt_duration=1288 frames, utt_pad_proportion=0.0435, over 5311.93 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.4475, pruned_loss=7.353, over 2472676.98 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05804, over 16782.62 utterances.], batch size: 133, lr: 2.84e-03
2022-08-20 02:01:28,189 INFO [train.py:927] (4/8) Epoch 1, batch 2550, giga_loss[loss=0.2178, simple_loss=0.4357, pruned_loss=7.367, over 12333.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.4557, pruned_loss=7.301, over 2471928.58 frames. utt_duration=615.8 frames, utt_pad_proportion=0.06051, over 16095.47 utterances.], libri_tot_loss[loss=0.3665, simple_loss=0.733, pruned_loss=6.866, over 1730669.91 frames. utt_duration=1297 frames, utt_pad_proportion=0.04223, over 5344.18 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.4435, pruned_loss=7.353, over 2472349.15 frames. utt_duration=584.7 frames, utt_pad_proportion=0.06069, over 16958.58 utterances.], batch size: 62, lr: 2.83e-03
2022-08-20 02:03:07,862 INFO [train.py:927] (4/8) Epoch 1, batch 2600, giga_loss[loss=0.195, simple_loss=0.39, pruned_loss=7.289, over 12295.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03703, over 51.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.4545, pruned_loss=7.299, over 2472261.88 frames. utt_duration=584 frames, utt_pad_proportion=0.06047, over 16977.75 utterances.], libri_tot_loss[loss=0.3616, simple_loss=0.7232, pruned_loss=6.862, over 1748514.08 frames. utt_duration=1303 frames, utt_pad_proportion=0.04119, over 5374.22 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.4448, pruned_loss=7.353, over 2473080.05 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06103, over 17897.38 utterances.], batch size: 51, lr: 2.83e-03
2022-08-20 02:04:47,710 INFO [train.py:927] (4/8) Epoch 1, batch 2650, giga_loss[loss=0.2168, simple_loss=0.4336, pruned_loss=7.131, over 12336.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03347, over 58.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.4688, pruned_loss=7.283, over 2473060.64 frames. utt_duration=576 frames, utt_pad_proportion=0.06403, over 17220.28 utterances.], libri_tot_loss[loss=0.3668, simple_loss=0.7336, pruned_loss=6.859, over 1773438.50 frames. utt_duration=1257 frames, utt_pad_proportion=0.05538, over 5647.97 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.445, pruned_loss=7.342, over 2473761.69 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06073, over 18095.05 utterances.], batch size: 58, lr: 2.82e-03
2022-08-20 02:06:28,225 INFO [train.py:927] (4/8) Epoch 1, batch 2700, giga_loss[loss=0.1924, simple_loss=0.3848, pruned_loss=7.328, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02616, over 48.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.4645, pruned_loss=7.281, over 2474138.29 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06096, over 17485.42 utterances.], libri_tot_loss[loss=0.3618, simple_loss=0.7236, pruned_loss=6.856, over 1793991.65 frames. utt_duration=1260 frames, utt_pad_proportion=0.05502, over 5700.93 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.4449, pruned_loss=7.343, over 2474862.90 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05867, over 18460.17 utterances.], batch size: 48, lr: 2.81e-03
2022-08-20 02:08:06,203 INFO [train.py:927] (4/8) Epoch 1, batch 2750, giga_loss[loss=0.2325, simple_loss=0.465, pruned_loss=7.42, over 12107.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03709, over 30.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.4592, pruned_loss=7.288, over 2473540.57 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06237, over 17401.53 utterances.], libri_tot_loss[loss=0.3575, simple_loss=0.715, pruned_loss=6.853, over 1810574.47 frames. utt_duration=1261 frames, utt_pad_proportion=0.05496, over 5748.93 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.4433, pruned_loss=7.349, over 2474353.00 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06055, over 18403.86 utterances.], batch size: 30, lr: 2.81e-03
2022-08-20 02:09:46,119 INFO [train.py:927] (4/8) Epoch 1, batch 2800, giga_loss[loss=0.2193, simple_loss=0.4387, pruned_loss=7.284, over 12316.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03603, over 62.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.4565, pruned_loss=7.299, over 2472719.79 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06351, over 16903.57 utterances.], libri_tot_loss[loss=0.3519, simple_loss=0.7037, pruned_loss=6.849, over 1833257.82 frames. utt_duration=1251 frames, utt_pad_proportion=0.05934, over 5868.49 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.4433, pruned_loss=7.364, over 2473516.14 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06079, over 17963.72 utterances.], batch size: 62, lr: 2.80e-03
2022-08-20 02:11:25,859 INFO [train.py:927] (4/8) Epoch 1, batch 2850, giga_loss[loss=0.2227, simple_loss=0.4453, pruned_loss=7.546, over 12397.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02586, over 91.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.4609, pruned_loss=7.314, over 2473141.54 frames. utt_duration=591.1 frames, utt_pad_proportion=0.06103, over 16777.38 utterances.], libri_tot_loss[loss=0.3498, simple_loss=0.6996, pruned_loss=6.846, over 1855239.78 frames. utt_duration=1255 frames, utt_pad_proportion=0.05771, over 5919.72 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.445, pruned_loss=7.383, over 2473847.73 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05954, over 17930.78 utterances.], batch size: 91, lr: 2.80e-03
2022-08-20 02:13:01,889 INFO [train.py:927] (4/8) Epoch 1, batch 2900, giga_loss[loss=0.2298, simple_loss=0.4595, pruned_loss=7.429, over 12370.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03071, over 97.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.4578, pruned_loss=7.335, over 2474262.47 frames. utt_duration=607.5 frames, utt_pad_proportion=0.05569, over 16332.58 utterances.], libri_tot_loss[loss=0.347, simple_loss=0.6941, pruned_loss=6.843, over 1870575.14 frames. utt_duration=1261 frames, utt_pad_proportion=0.05647, over 5941.47 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.4436, pruned_loss=7.402, over 2474783.25 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05516, over 17468.68 utterances.], batch size: 97, lr: 2.79e-03
2022-08-20 02:14:42,428 INFO [train.py:927] (4/8) Epoch 1, batch 2950, giga_loss[loss=0.2521, simple_loss=0.5042, pruned_loss=7.243, over 12265.00 frames. utt_duration=910 frames, utt_pad_proportion=0.0278, over 54.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.4507, pruned_loss=7.34, over 2473301.25 frames. utt_duration=623 frames, utt_pad_proportion=0.05209, over 15918.01 utterances.], libri_tot_loss[loss=0.3441, simple_loss=0.6882, pruned_loss=6.842, over 1882327.40 frames. utt_duration=1266 frames, utt_pad_proportion=0.05551, over 5954.50 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.4392, pruned_loss=7.403, over 2473931.86 frames. utt_duration=584 frames, utt_pad_proportion=0.05215, over 16989.49 utterances.], batch size: 54, lr: 2.78e-03
2022-08-20 02:16:24,864 INFO [train.py:927] (4/8) Epoch 1, batch 3000, giga_loss[loss=7.335, simple_loss=0.4754, pruned_loss=7.097, over 12352.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1951, over 365.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.4434, pruned_loss=7.338, over 2472594.96 frames. utt_duration=607.8 frames, utt_pad_proportion=0.05361, over 16312.91 utterances.], libri_tot_loss[loss=0.3415, simple_loss=0.6829, pruned_loss=6.84, over 1893796.58 frames. utt_duration=1254 frames, utt_pad_proportion=0.06002, over 6046.10 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.4336, pruned_loss=7.399, over 2473340.51 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05216, over 17268.64 utterances.], batch size: 365, lr: 2.78e-03
2022-08-20 02:16:24,865 INFO [train.py:958] (4/8) Computing validation loss
2022-08-20 02:16:37,468 INFO [train.py:967] (4/8) Epoch 1, validation: loss=7.023, simple_loss=0.5657, pruned_loss=6.741, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 02:18:14,438 INFO [train.py:927] (4/8) Epoch 1, batch 3050, giga_loss[loss=0.3702, simple_loss=0.4947, pruned_loss=1.228, over 12434.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03821, over 105.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.4571, pruned_loss=6.091, over 2472458.08 frames. utt_duration=604.5 frames, utt_pad_proportion=0.05348, over 16402.30 utterances.], libri_tot_loss[loss=0.3512, simple_loss=0.6793, pruned_loss=6.651, over 1913563.51 frames. utt_duration=1259 frames, utt_pad_proportion=0.05829, over 6088.97 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.4446, pruned_loss=6.271, over 2473235.81 frames. utt_duration=568.2 frames, utt_pad_proportion=0.0528, over 17458.54 utterances.], batch size: 105, lr: 2.77e-03
2022-08-20 02:19:49,661 INFO [train.py:927] (4/8) Epoch 1, batch 3100, giga_loss[loss=0.3025, simple_loss=0.4472, pruned_loss=0.7896, over 12373.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03171, over 62.00 utterances.], tot_loss[loss=0.303, simple_loss=0.4607, pruned_loss=4.957, over 2472625.54 frames. utt_duration=577.2 frames, utt_pad_proportion=0.0551, over 17180.42 utterances.], libri_tot_loss[loss=0.3532, simple_loss=0.6781, pruned_loss=6.511, over 1924721.70 frames. utt_duration=1265 frames, utt_pad_proportion=0.05734, over 6094.19 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.4479, pruned_loss=5.178, over 2473199.12 frames. utt_duration=545.2 frames, utt_pad_proportion=0.05473, over 18195.26 utterances.], batch size: 62, lr: 2.77e-03
2022-08-20 02:21:27,175 INFO [train.py:927] (4/8) Epoch 1, batch 3150, giga_loss[loss=0.2393, simple_loss=0.3907, pruned_loss=0.4397, over 12342.00 frames. utt_duration=1594 frames, utt_pad_proportion=0.04785, over 31.00 utterances.], tot_loss[loss=0.2988, simple_loss=0.4565, pruned_loss=3.998, over 2472317.64 frames. utt_duration=563 frames, utt_pad_proportion=0.0587, over 17613.07 utterances.], libri_tot_loss[loss=0.3534, simple_loss=0.6729, pruned_loss=6.339, over 1938095.32 frames. utt_duration=1265 frames, utt_pad_proportion=0.05632, over 6133.49 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.4451, pruned_loss=4.251, over 2472930.55 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05857, over 18652.45 utterances.], batch size: 31, lr: 2.76e-03
2022-08-20 02:23:01,978 INFO [train.py:927] (4/8) Epoch 1, batch 3200, giga_loss[loss=0.208, simple_loss=0.3573, pruned_loss=0.2931, over 12452.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04253, over 31.00 utterances.], tot_loss[loss=0.2892, simple_loss=0.4494, pruned_loss=3.208, over 2472517.26 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05932, over 17717.68 utterances.], libri_tot_loss[loss=0.3532, simple_loss=0.6705, pruned_loss=6.27, over 1943605.44 frames. utt_duration=1262 frames, utt_pad_proportion=0.05619, over 6167.04 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.4401, pruned_loss=3.43, over 2472838.15 frames. utt_duration=533 frames, utt_pad_proportion=0.05923, over 18609.37 utterances.], batch size: 31, lr: 2.75e-03
2022-08-20 02:24:41,240 INFO [train.py:927] (4/8) Epoch 1, batch 3250, giga_loss[loss=0.2171, simple_loss=0.3802, pruned_loss=0.2698, over 12397.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.02636, over 70.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.4447, pruned_loss=2.583, over 2473129.71 frames. utt_duration=561.1 frames, utt_pad_proportion=0.0565, over 17677.65 utterances.], libri_tot_loss[loss=0.3541, simple_loss=0.6677, pruned_loss=6.14, over 1954017.75 frames. utt_duration=1267 frames, utt_pad_proportion=0.05512, over 6176.64 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.4354, pruned_loss=2.792, over 2473456.06 frames. utt_duration=534.3 frames, utt_pad_proportion=0.05688, over 18569.97 utterances.], batch size: 70, lr: 2.75e-03
2022-08-20 02:26:20,347 INFO [train.py:927] (4/8) Epoch 1, batch 3300, giga_loss[loss=0.2475, simple_loss=0.4326, pruned_loss=0.3123, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02897, over 45.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.4394, pruned_loss=2.086, over 2473200.03 frames. utt_duration=577 frames, utt_pad_proportion=0.05356, over 17190.09 utterances.], libri_tot_loss[loss=0.3551, simple_loss=0.6653, pruned_loss=5.978, over 1966549.76 frames. utt_duration=1275 frames, utt_pad_proportion=0.054, over 6179.17 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.4286, pruned_loss=2.284, over 2473764.68 frames. utt_duration=546.5 frames, utt_pad_proportion=0.05434, over 18156.03 utterances.], batch size: 45, lr: 2.74e-03
2022-08-20 02:27:58,688 INFO [train.py:927] (4/8) Epoch 1, batch 3350, giga_loss[loss=0.2763, simple_loss=0.4859, pruned_loss=0.3333, over 12377.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05957, over 182.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.4384, pruned_loss=1.693, over 2472602.17 frames. utt_duration=572.9 frames, utt_pad_proportion=0.05457, over 17308.27 utterances.], libri_tot_loss[loss=0.3535, simple_loss=0.6603, pruned_loss=5.845, over 1976192.05 frames. utt_duration=1281 frames, utt_pad_proportion=0.0532, over 6179.59 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.4295, pruned_loss=1.873, over 2473409.84 frames. utt_duration=542.9 frames, utt_pad_proportion=0.05542, over 18274.62 utterances.], batch size: 182, lr: 2.73e-03
2022-08-20 02:29:36,025 INFO [train.py:927] (4/8) Epoch 1, batch 3400, giga_loss[loss=0.2337, simple_loss=0.4199, pruned_loss=0.2371, over 12351.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02985, over 66.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.4372, pruned_loss=1.381, over 2472904.82 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05504, over 17211.87 utterances.], libri_tot_loss[loss=0.3523, simple_loss=0.6567, pruned_loss=5.748, over 1983411.71 frames. utt_duration=1281 frames, utt_pad_proportion=0.05288, over 6198.70 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.4298, pruned_loss=1.537, over 2473709.78 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05579, over 18100.32 utterances.], batch size: 66, lr: 2.73e-03
2022-08-20 02:31:15,169 INFO [train.py:927] (4/8) Epoch 1, batch 3450, giga_loss[loss=0.2281, simple_loss=0.4108, pruned_loss=0.2271, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.262, simple_loss=0.441, pruned_loss=1.147, over 2473570.06 frames. utt_duration=571 frames, utt_pad_proportion=0.05526, over 17372.61 utterances.], libri_tot_loss[loss=0.3503, simple_loss=0.6492, pruned_loss=5.498, over 2002526.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.05236, over 6275.26 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.4328, pruned_loss=1.297, over 2474360.84 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05606, over 18417.28 utterances.], batch size: 66, lr: 2.72e-03
2022-08-20 02:33:00,009 INFO [train.py:927] (4/8) Epoch 1, batch 3500, giga_loss[loss=0.2797, simple_loss=0.4936, pruned_loss=0.3291, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02938, over 45.00 utterances.], tot_loss[loss=0.266, simple_loss=0.4519, pruned_loss=0.9697, over 2473739.18 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06475, over 18096.99 utterances.], libri_tot_loss[loss=0.349, simple_loss=0.6449, pruned_loss=5.316, over 2016487.85 frames. utt_duration=1249 frames, utt_pad_proportion=0.06211, over 6465.18 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.4431, pruned_loss=1.105, over 2474355.18 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06171, over 19054.39 utterances.], batch size: 45, lr: 2.72e-03
2022-08-20 02:34:41,237 INFO [train.py:927] (4/8) Epoch 1, batch 3550, giga_loss[loss=0.2687, simple_loss=0.4771, pruned_loss=0.3019, over 12369.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.0312, over 58.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.4623, pruned_loss=0.8306, over 2473930.56 frames. utt_duration=508 frames, utt_pad_proportion=0.07379, over 19537.63 utterances.], libri_tot_loss[loss=0.3476, simple_loss=0.6407, pruned_loss=5.171, over 2027526.19 frames. utt_duration=1253 frames, utt_pad_proportion=0.06069, over 6481.42 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.454, pruned_loss=0.9478, over 2474657.16 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07157, over 20554.81 utterances.], batch size: 58, lr: 2.71e-03
2022-08-20 02:36:28,881 INFO [train.py:927] (4/8) Epoch 1, batch 3600, giga_loss[loss=0.2771, simple_loss=0.4913, pruned_loss=0.3142, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04372, over 146.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.4741, pruned_loss=0.7227, over 2474252.75 frames. utt_duration=490.5 frames, utt_pad_proportion=0.0758, over 20240.06 utterances.], libri_tot_loss[loss=0.3503, simple_loss=0.645, pruned_loss=5.147, over 2029766.56 frames. utt_duration=1253 frames, utt_pad_proportion=0.06039, over 6487.01 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.4638, pruned_loss=0.8124, over 2474813.78 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07412, over 21087.82 utterances.], batch size: 146, lr: 2.70e-03
2022-08-20 02:38:11,733 INFO [train.py:927] (4/8) Epoch 1, batch 3650, giga_loss[loss=0.2684, simple_loss=0.4795, pruned_loss=0.2864, over 12442.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.4807, pruned_loss=0.6364, over 2473872.75 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07865, over 20611.38 utterances.], libri_tot_loss[loss=0.3529, simple_loss=0.6484, pruned_loss=5.097, over 2034084.53 frames. utt_duration=1252 frames, utt_pad_proportion=0.05987, over 6505.08 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.4685, pruned_loss=0.7039, over 2474411.86 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07746, over 21391.12 utterances.], batch size: 75, lr: 2.70e-03
2022-08-20 02:39:58,592 INFO [train.py:927] (4/8) Epoch 1, batch 3700, giga_loss[loss=0.338, simple_loss=0.5868, pruned_loss=0.4465, over 12391.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.485, pruned_loss=0.5728, over 2473298.16 frames. utt_duration=470.8 frames, utt_pad_proportion=0.0771, over 21078.59 utterances.], libri_tot_loss[loss=0.3525, simple_loss=0.6461, pruned_loss=5.018, over 2040450.12 frames. utt_duration=1255 frames, utt_pad_proportion=0.05902, over 6511.48 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.475, pruned_loss=0.6243, over 2473896.62 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07656, over 21888.20 utterances.], batch size: 258, lr: 2.69e-03
2022-08-20 02:41:45,131 INFO [train.py:927] (4/8) Epoch 1, batch 3750, giga_loss[loss=0.2542, simple_loss=0.4555, pruned_loss=0.264, over 12220.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03141, over 42.00 utterances.], tot_loss[loss=0.28, simple_loss=0.4887, pruned_loss=0.5195, over 2473166.34 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07911, over 21446.31 utterances.], libri_tot_loss[loss=0.3503, simple_loss=0.6411, pruned_loss=4.881, over 2050686.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.05787, over 6514.65 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.4808, pruned_loss=0.564, over 2474087.42 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07905, over 22421.87 utterances.], batch size: 42, lr: 2.68e-03
2022-08-20 02:43:26,978 INFO [train.py:927] (4/8) Epoch 1, batch 3800, giga_loss[loss=0.2546, simple_loss=0.4587, pruned_loss=0.2527, over 12333.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03487, over 62.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.4986, pruned_loss=0.4822, over 2473770.72 frames. utt_duration=453.5 frames, utt_pad_proportion=0.08329, over 21888.00 utterances.], libri_tot_loss[loss=0.3537, simple_loss=0.6463, pruned_loss=4.752, over 2061240.15 frames. utt_duration=1217 frames, utt_pad_proportion=0.07274, over 6783.60 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.4856, pruned_loss=0.5168, over 2474424.79 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07967, over 22762.02 utterances.], batch size: 62, lr: 2.68e-03
2022-08-20 02:45:07,241 INFO [train.py:927] (4/8) Epoch 1, batch 3850, giga_loss[loss=0.2739, simple_loss=0.4904, pruned_loss=0.2868, over 12343.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03271, over 85.00 utterances.], tot_loss[loss=0.282, simple_loss=0.4945, pruned_loss=0.4463, over 2473968.44 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0831, over 21584.25 utterances.], libri_tot_loss[loss=0.3524, simple_loss=0.6418, pruned_loss=4.657, over 2069285.82 frames. utt_duration=1222 frames, utt_pad_proportion=0.07147, over 6779.99 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.4849, pruned_loss=0.4687, over 2474614.81 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08061, over 22545.19 utterances.], batch size: 85, lr: 2.67e-03
2022-08-20 02:46:49,227 INFO [train.py:927] (4/8) Epoch 1, batch 3900, giga_loss[loss=0.2665, simple_loss=0.4814, pruned_loss=0.2578, over 12459.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02899, over 80.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.4894, pruned_loss=0.4151, over 2473675.61 frames. utt_duration=460.9 frames, utt_pad_proportion=0.08263, over 21537.73 utterances.], libri_tot_loss[loss=0.3511, simple_loss=0.6373, pruned_loss=4.565, over 2076836.59 frames. utt_duration=1227 frames, utt_pad_proportion=0.07018, over 6778.40 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.4824, pruned_loss=0.4282, over 2474601.69 frames. utt_duration=440.3 frames, utt_pad_proportion=0.08104, over 22557.85 utterances.], batch size: 80, lr: 2.66e-03
2022-08-20 02:48:33,064 INFO [train.py:927] (4/8) Epoch 1, batch 3950, giga_loss[loss=0.246, simple_loss=0.4452, pruned_loss=0.2338, over 12394.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02911, over 58.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.4898, pruned_loss=0.3991, over 2474301.37 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07773, over 21528.71 utterances.], libri_tot_loss[loss=0.3529, simple_loss=0.6371, pruned_loss=4.484, over 2084617.10 frames. utt_duration=1230 frames, utt_pad_proportion=0.06888, over 6784.79 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.4819, pruned_loss=0.3973, over 2475103.88 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0771, over 22589.12 utterances.], batch size: 58, lr: 2.66e-03
2022-08-20 02:50:15,159 INFO [train.py:927] (4/8) Epoch 1, batch 4000, giga_loss[loss=0.2755, simple_loss=0.493, pruned_loss=0.2898, over 12366.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04259, over 133.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.4867, pruned_loss=0.3744, over 2473706.87 frames. utt_duration=455.8 frames, utt_pad_proportion=0.08331, over 21775.25 utterances.], libri_tot_loss[loss=0.3514, simple_loss=0.6333, pruned_loss=4.298, over 2099152.76 frames. utt_duration=1240 frames, utt_pad_proportion=0.06646, over 6778.50 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.4781, pruned_loss=0.3718, over 2475060.12 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08325, over 23160.08 utterances.], batch size: 133, lr: 2.65e-03
2022-08-20 02:52:00,552 INFO [train.py:927] (4/8) Epoch 1, batch 4050, giga_loss[loss=0.2535, simple_loss=0.4542, pruned_loss=0.2639, over 12451.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04602, over 34.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.4837, pruned_loss=0.3539, over 2474517.02 frames. utt_duration=462 frames, utt_pad_proportion=0.0785, over 21491.97 utterances.], libri_tot_loss[loss=0.3498, simple_loss=0.6302, pruned_loss=4.228, over 2104862.64 frames. utt_duration=1246 frames, utt_pad_proportion=0.06569, over 6765.89 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.4774, pruned_loss=0.3525, over 2475482.48 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07896, over 22795.78 utterances.], batch size: 34, lr: 2.64e-03
2022-08-20 02:53:54,275 INFO [train.py:927] (4/8) Epoch 1, batch 4100, libri_loss[loss=0.3105, simple_loss=0.5408, pruned_loss=0.4008, over 12422.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.3126, over 113.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.4795, pruned_loss=0.3343, over 2473376.37 frames. utt_duration=474.9 frames, utt_pad_proportion=0.08081, over 20897.26 utterances.], libri_tot_loss[loss=0.3483, simple_loss=0.6268, pruned_loss=4.075, over 2116905.13 frames. utt_duration=1225 frames, utt_pad_proportion=0.07279, over 6921.36 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.4722, pruned_loss=0.331, over 2474787.51 frames. utt_duration=446 frames, utt_pad_proportion=0.07916, over 22269.22 utterances.], batch size: 113, lr: 2.64e-03
2022-08-20 02:55:36,713 INFO [train.py:927] (4/8) Epoch 1, batch 4150, giga_loss[loss=0.265, simple_loss=0.4764, pruned_loss=0.2682, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03492, over 40.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.4849, pruned_loss=0.3215, over 2473453.25 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07746, over 20699.72 utterances.], libri_tot_loss[loss=0.3486, simple_loss=0.6274, pruned_loss=3.947, over 2127149.15 frames. utt_duration=1234 frames, utt_pad_proportion=0.07114, over 6901.96 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.4747, pruned_loss=0.3186, over 2474859.19 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07684, over 22188.14 utterances.], batch size: 40, lr: 2.63e-03
2022-08-20 02:57:21,791 INFO [train.py:927] (4/8) Epoch 1, batch 4200, giga_loss[loss=0.2991, simple_loss=0.5288, pruned_loss=0.3473, over 12398.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.4814, pruned_loss=0.311, over 2473745.48 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07647, over 20863.03 utterances.], libri_tot_loss[loss=0.3466, simple_loss=0.6233, pruned_loss=3.844, over 2135672.58 frames. utt_duration=1235 frames, utt_pad_proportion=0.0707, over 6924.26 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.4733, pruned_loss=0.3074, over 2474948.68 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07624, over 22335.60 utterances.], batch size: 259, lr: 2.63e-03
2022-08-20 02:59:04,599 INFO [train.py:927] (4/8) Epoch 1, batch 4250, giga_loss[loss=0.2516, simple_loss=0.4522, pruned_loss=0.2556, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03654, over 40.00 utterances.], tot_loss[loss=0.266, simple_loss=0.4746, pruned_loss=0.3, over 2474130.28 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07384, over 20719.99 utterances.], libri_tot_loss[loss=0.3458, simple_loss=0.6214, pruned_loss=3.806, over 2139041.99 frames. utt_duration=1237 frames, utt_pad_proportion=0.07004, over 6925.02 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.4683, pruned_loss=0.2954, over 2475068.59 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07399, over 21994.74 utterances.], batch size: 40, lr: 2.62e-03
2022-08-20 03:00:50,841 INFO [train.py:927] (4/8) Epoch 1, batch 4300, libri_loss[loss=0.4792, simple_loss=0.8592, pruned_loss=0.4958, over 12453.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004948, over 35.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.473, pruned_loss=0.2905, over 2474325.51 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07193, over 20022.86 utterances.], libri_tot_loss[loss=0.3464, simple_loss=0.6219, pruned_loss=3.73, over 2145361.94 frames. utt_duration=1241 frames, utt_pad_proportion=0.06879, over 6924.49 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.4648, pruned_loss=0.2836, over 2475361.74 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07253, over 21275.74 utterances.], batch size: 35, lr: 2.61e-03
2022-08-20 03:02:36,035 INFO [train.py:927] (4/8) Epoch 1, batch 4350, giga_loss[loss=0.2541, simple_loss=0.4594, pruned_loss=0.2443, over 12453.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0372, over 123.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.4695, pruned_loss=0.2824, over 2474358.15 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07176, over 19910.15 utterances.], libri_tot_loss[loss=0.3438, simple_loss=0.617, pruned_loss=3.633, over 2152981.30 frames. utt_duration=1248 frames, utt_pad_proportion=0.06739, over 6911.42 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.4635, pruned_loss=0.2767, over 2475620.28 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07268, over 21196.07 utterances.], batch size: 123, lr: 2.61e-03
2022-08-20 03:04:18,187 INFO [train.py:927] (4/8) Epoch 1, batch 4400, giga_loss[loss=0.2268, simple_loss=0.4112, pruned_loss=0.2121, over 12345.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03333, over 58.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.4632, pruned_loss=0.2735, over 2474106.31 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07361, over 19781.70 utterances.], libri_tot_loss[loss=0.341, simple_loss=0.6116, pruned_loss=3.521, over 2162648.02 frames. utt_duration=1252 frames, utt_pad_proportion=0.06557, over 6918.02 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.4587, pruned_loss=0.268, over 2475003.12 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07484, over 21147.58 utterances.], batch size: 58, lr: 2.60e-03
2022-08-20 03:06:01,766 INFO [train.py:927] (4/8) Epoch 1, batch 4450, giga_loss[loss=0.2208, simple_loss=0.4023, pruned_loss=0.1968, over 12412.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03441, over 75.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.4608, pruned_loss=0.2743, over 2473408.74 frames. utt_duration=491.4 frames, utt_pad_proportion=0.078, over 20192.00 utterances.], libri_tot_loss[loss=0.3408, simple_loss=0.6098, pruned_loss=3.456, over 2168943.68 frames. utt_duration=1250 frames, utt_pad_proportion=0.06527, over 6949.19 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.4559, pruned_loss=0.2626, over 2474018.65 frames. utt_duration=462.1 frames, utt_pad_proportion=0.0789, over 21483.84 utterances.], batch size: 75, lr: 2.59e-03
2022-08-20 03:07:43,132 INFO [train.py:927] (4/8) Epoch 1, batch 4500, giga_loss[loss=0.2396, simple_loss=0.4329, pruned_loss=0.2312, over 12398.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.0285, over 62.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.4619, pruned_loss=0.2721, over 2473689.87 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07479, over 20043.15 utterances.], libri_tot_loss[loss=0.3396, simple_loss=0.6075, pruned_loss=3.335, over 2179359.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.06345, over 6946.80 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.4555, pruned_loss=0.2606, over 2474277.10 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07632, over 21485.82 utterances.], batch size: 62, lr: 2.59e-03
2022-08-20 03:09:26,974 INFO [train.py:927] (4/8) Epoch 1, batch 4550, giga_loss[loss=0.2499, simple_loss=0.448, pruned_loss=0.2588, over 12271.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.0276, over 54.00 utterances.], tot_loss[loss=0.256, simple_loss=0.4591, pruned_loss=0.267, over 2474165.49 frames. utt_duration=495 frames, utt_pad_proportion=0.07541, over 20053.14 utterances.], libri_tot_loss[loss=0.3354, simple_loss=0.5999, pruned_loss=3.199, over 2191141.88 frames. utt_duration=1256 frames, utt_pad_proportion=0.06236, over 6985.73 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.4547, pruned_loss=0.2576, over 2474458.70 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07709, over 21674.47 utterances.], batch size: 54, lr: 2.58e-03
2022-08-20 03:11:10,655 INFO [train.py:927] (4/8) Epoch 1, batch 4600, giga_loss[loss=0.2585, simple_loss=0.4673, pruned_loss=0.2482, over 12388.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.457, pruned_loss=0.2602, over 2474953.01 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07704, over 20740.50 utterances.], libri_tot_loss[loss=0.335, simple_loss=0.5992, pruned_loss=3.182, over 2192577.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.06297, over 7015.80 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.4536, pruned_loss=0.2528, over 2475166.40 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07811, over 22036.43 utterances.], batch size: 113, lr: 2.57e-03
2022-08-20 03:12:54,727 INFO [train.py:927] (4/8) Epoch 1, batch 4650, giga_loss[loss=0.3021, simple_loss=0.532, pruned_loss=0.361, over 12356.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2079, over 371.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.467, pruned_loss=0.2627, over 2475475.25 frames. utt_duration=473.9 frames, utt_pad_proportion=0.0808, over 20958.14 utterances.], libri_tot_loss[loss=0.3385, simple_loss=0.6055, pruned_loss=3.076, over 2202238.14 frames. utt_duration=1243 frames, utt_pad_proportion=0.06587, over 7095.18 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.454, pruned_loss=0.2508, over 2475690.27 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08074, over 22361.02 utterances.], batch size: 371, lr: 2.57e-03
2022-08-20 03:14:39,081 INFO [train.py:927] (4/8) Epoch 1, batch 4700, giga_loss[loss=0.2254, simple_loss=0.4126, pruned_loss=0.1907, over 12356.00 frames. utt_duration=583 frames, utt_pad_proportion=0.0316, over 85.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.4688, pruned_loss=0.2651, over 2475073.90 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07855, over 20942.18 utterances.], libri_tot_loss[loss=0.3356, simple_loss=0.6003, pruned_loss=2.954, over 2212479.89 frames. utt_duration=1233 frames, utt_pad_proportion=0.07009, over 7185.13 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.4577, pruned_loss=0.2544, over 2475662.05 frames. utt_duration=442 frames, utt_pad_proportion=0.07754, over 22480.42 utterances.], batch size: 85, lr: 2.56e-03
2022-08-20 03:16:18,292 INFO [train.py:927] (4/8) Epoch 1, batch 4750, giga_loss[loss=0.2984, simple_loss=0.5283, pruned_loss=0.342, over 12392.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06926, over 211.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.4645, pruned_loss=0.262, over 2475335.10 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07706, over 20852.84 utterances.], libri_tot_loss[loss=0.3303, simple_loss=0.5909, pruned_loss=2.821, over 2223586.51 frames. utt_duration=1245 frames, utt_pad_proportion=0.06756, over 7154.48 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.4578, pruned_loss=0.2544, over 2476238.96 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07713, over 22670.48 utterances.], batch size: 211, lr: 2.55e-03
2022-08-20 03:18:01,663 INFO [train.py:927] (4/8) Epoch 1, batch 4800, giga_loss[loss=0.2352, simple_loss=0.4276, pruned_loss=0.2142, over 12376.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02787, over 70.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.4638, pruned_loss=0.2611, over 2475128.77 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07763, over 21148.82 utterances.], libri_tot_loss[loss=0.3286, simple_loss=0.5877, pruned_loss=2.778, over 2227034.79 frames. utt_duration=1249 frames, utt_pad_proportion=0.067, over 7139.21 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.4593, pruned_loss=0.2556, over 2476100.35 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07782, over 22770.83 utterances.], batch size: 70, lr: 2.55e-03
2022-08-20 03:19:42,753 INFO [train.py:927] (4/8) Epoch 1, batch 4850, giga_loss[loss=0.2268, simple_loss=0.4147, pruned_loss=0.1939, over 12370.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.0321, over 62.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.4583, pruned_loss=0.2537, over 2474288.60 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07953, over 20985.38 utterances.], libri_tot_loss[loss=0.3274, simple_loss=0.5854, pruned_loss=2.738, over 2230457.80 frames. utt_duration=1252 frames, utt_pad_proportion=0.06617, over 7133.19 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.4549, pruned_loss=0.2482, over 2475313.13 frames. utt_duration=442 frames, utt_pad_proportion=0.0799, over 22476.38 utterances.], batch size: 62, lr: 2.54e-03
2022-08-20 03:21:31,746 INFO [train.py:927] (4/8) Epoch 1, batch 4900, giga_loss[loss=0.2311, simple_loss=0.4195, pruned_loss=0.2134, over 12389.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02433, over 66.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.4533, pruned_loss=0.2469, over 2474675.28 frames. utt_duration=488.2 frames, utt_pad_proportion=0.0765, over 20335.50 utterances.], libri_tot_loss[loss=0.3273, simple_loss=0.5853, pruned_loss=2.686, over 2235104.99 frames. utt_duration=1241 frames, utt_pad_proportion=0.0698, over 7214.09 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.4485, pruned_loss=0.2411, over 2475648.06 frames. utt_duration=458.2 frames, utt_pad_proportion=0.076, over 21680.91 utterances.], batch size: 66, lr: 2.54e-03
2022-08-20 03:23:18,347 INFO [train.py:927] (4/8) Epoch 1, batch 4950, giga_loss[loss=0.242, simple_loss=0.4372, pruned_loss=0.2345, over 12346.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04908, over 26.00 utterances.], tot_loss[loss=0.251, simple_loss=0.4527, pruned_loss=0.2466, over 2474959.88 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07333, over 20249.75 utterances.], libri_tot_loss[loss=0.3269, simple_loss=0.5844, pruned_loss=2.66, over 2237385.96 frames. utt_duration=1239 frames, utt_pad_proportion=0.06941, over 7229.87 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.4485, pruned_loss=0.2412, over 2475837.17 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07324, over 21419.96 utterances.], batch size: 26, lr: 2.53e-03
2022-08-20 03:25:06,483 INFO [train.py:927] (4/8) Epoch 1, batch 5000, giga_loss[loss=0.2772, simple_loss=0.4995, pruned_loss=0.2749, over 12367.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.4549, pruned_loss=0.2452, over 2474914.49 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07228, over 19893.74 utterances.], libri_tot_loss[loss=0.3246, simple_loss=0.5803, pruned_loss=2.595, over 2242897.90 frames. utt_duration=1231 frames, utt_pad_proportion=0.07257, over 7296.34 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.452, pruned_loss=0.2404, over 2475918.33 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07129, over 21034.44 utterances.], batch size: 257, lr: 2.52e-03
2022-08-20 03:26:50,976 INFO [train.py:927] (4/8) Epoch 1, batch 5050, giga_loss[loss=0.2539, simple_loss=0.4562, pruned_loss=0.258, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02966, over 45.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.4591, pruned_loss=0.2506, over 2474740.36 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06931, over 19732.84 utterances.], libri_tot_loss[loss=0.3237, simple_loss=0.578, pruned_loss=2.537, over 2248046.05 frames. utt_duration=1237 frames, utt_pad_proportion=0.07122, over 7279.14 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.4558, pruned_loss=0.2424, over 2476061.27 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0691, over 20935.65 utterances.], batch size: 45, lr: 2.52e-03
2022-08-20 03:28:35,264 INFO [train.py:927] (4/8) Epoch 1, batch 5100, giga_loss[loss=0.2288, simple_loss=0.4196, pruned_loss=0.1897, over 12367.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02849, over 70.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.4576, pruned_loss=0.2468, over 2474958.10 frames. utt_duration=510 frames, utt_pad_proportion=0.06871, over 19468.23 utterances.], libri_tot_loss[loss=0.3232, simple_loss=0.5772, pruned_loss=2.5, over 2251223.43 frames. utt_duration=1236 frames, utt_pad_proportion=0.07064, over 7294.81 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.4541, pruned_loss=0.24, over 2476192.80 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06873, over 20566.32 utterances.], batch size: 70, lr: 2.51e-03
2022-08-20 03:30:18,229 INFO [train.py:927] (4/8) Epoch 1, batch 5150, giga_loss[loss=0.2217, simple_loss=0.4026, pruned_loss=0.2042, over 12385.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02599, over 66.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.4563, pruned_loss=0.2457, over 2475112.83 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06829, over 19619.16 utterances.], libri_tot_loss[loss=0.3214, simple_loss=0.574, pruned_loss=2.428, over 2257828.29 frames. utt_duration=1220 frames, utt_pad_proportion=0.07491, over 7412.07 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.453, pruned_loss=0.2392, over 2476127.54 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06693, over 20715.23 utterances.], batch size: 66, lr: 2.50e-03
2022-08-20 03:31:58,909 INFO [train.py:927] (4/8) Epoch 1, batch 5200, giga_loss[loss=0.2326, simple_loss=0.4251, pruned_loss=0.2, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.0314, over 85.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.4522, pruned_loss=0.2413, over 2474481.95 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07004, over 20323.90 utterances.], libri_tot_loss[loss=0.3209, simple_loss=0.5731, pruned_loss=2.416, over 2258773.15 frames. utt_duration=1221 frames, utt_pad_proportion=0.0746, over 7409.00 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.4497, pruned_loss=0.2363, over 2475400.37 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06901, over 21238.59 utterances.], batch size: 85, lr: 2.50e-03
2022-08-20 03:33:40,799 INFO [train.py:927] (4/8) Epoch 1, batch 5250, giga_loss[loss=0.2357, simple_loss=0.4302, pruned_loss=0.2064, over 12409.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03817, over 105.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.4499, pruned_loss=0.2391, over 2474539.10 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07419, over 20398.82 utterances.], libri_tot_loss[loss=0.3185, simple_loss=0.569, pruned_loss=2.347, over 2264753.32 frames. utt_duration=1216 frames, utt_pad_proportion=0.07684, over 7461.68 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.4481, pruned_loss=0.2348, over 2475663.43 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07236, over 21433.01 utterances.], batch size: 105, lr: 2.49e-03
2022-08-20 03:35:23,599 INFO [train.py:927] (4/8) Epoch 1, batch 5300, giga_loss[loss=0.2594, simple_loss=0.4672, pruned_loss=0.2577, over 12470.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03544, over 43.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.4495, pruned_loss=0.2375, over 2474656.06 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07124, over 19711.92 utterances.], libri_tot_loss[loss=0.3192, simple_loss=0.5702, pruned_loss=2.304, over 2268605.26 frames. utt_duration=1221 frames, utt_pad_proportion=0.07565, over 7440.63 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.445, pruned_loss=0.2318, over 2475815.87 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07023, over 20768.09 utterances.], batch size: 43, lr: 2.49e-03
2022-08-20 03:37:08,399 INFO [train.py:927] (4/8) Epoch 1, batch 5350, giga_loss[loss=0.2419, simple_loss=0.4423, pruned_loss=0.2082, over 12154.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03343, over 30.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.4483, pruned_loss=0.243, over 2473587.90 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07166, over 19660.24 utterances.], libri_tot_loss[loss=0.3164, simple_loss=0.5637, pruned_loss=2.225, over 2276248.93 frames. utt_duration=1233 frames, utt_pad_proportion=0.07346, over 7395.69 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.4457, pruned_loss=0.2311, over 2474936.23 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07148, over 21010.68 utterances.], batch size: 30, lr: 2.48e-03
2022-08-20 03:38:56,754 INFO [train.py:927] (4/8) Epoch 1, batch 5400, giga_loss[loss=0.2481, simple_loss=0.455, pruned_loss=0.2064, over 12250.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03154, over 45.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.4477, pruned_loss=0.2404, over 2473115.63 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07229, over 19743.46 utterances.], libri_tot_loss[loss=0.3153, simple_loss=0.5618, pruned_loss=2.194, over 2279183.68 frames. utt_duration=1235 frames, utt_pad_proportion=0.07257, over 7389.73 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.4458, pruned_loss=0.2304, over 2474183.08 frames. utt_duration=473.1 frames, utt_pad_proportion=0.0724, over 20982.95 utterances.], batch size: 45, lr: 2.47e-03
2022-08-20 03:40:41,549 INFO [train.py:927] (4/8) Epoch 1, batch 5450, giga_loss[loss=0.2458, simple_loss=0.4478, pruned_loss=0.2193, over 12452.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03098, over 75.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.4503, pruned_loss=0.2347, over 2472512.55 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06905, over 19066.01 utterances.], libri_tot_loss[loss=0.3147, simple_loss=0.561, pruned_loss=2.132, over 2284154.35 frames. utt_duration=1241 frames, utt_pad_proportion=0.07076, over 7372.35 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.4464, pruned_loss=0.2261, over 2474036.14 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06991, over 20396.71 utterances.], batch size: 75, lr: 2.47e-03
2022-08-20 03:42:25,543 INFO [train.py:927] (4/8) Epoch 1, batch 5500, giga_loss[loss=0.2192, simple_loss=0.4027, pruned_loss=0.1786, over 12154.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.0435, over 28.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.4594, pruned_loss=0.2461, over 2472910.16 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06268, over 18405.62 utterances.], libri_tot_loss[loss=0.3188, simple_loss=0.5672, pruned_loss=2.114, over 2286759.08 frames. utt_duration=1242 frames, utt_pad_proportion=0.07024, over 7376.64 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.45, pruned_loss=0.23, over 2474302.37 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06391, over 19601.56 utterances.], batch size: 28, lr: 2.46e-03
2022-08-20 03:44:09,836 INFO [train.py:927] (4/8) Epoch 1, batch 5550, giga_loss[loss=0.2606, simple_loss=0.473, pruned_loss=0.2414, over 12397.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05062, over 161.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.459, pruned_loss=0.2461, over 2473116.11 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06664, over 19044.02 utterances.], libri_tot_loss[loss=0.3149, simple_loss=0.5604, pruned_loss=2.025, over 2294606.53 frames. utt_duration=1235 frames, utt_pad_proportion=0.07197, over 7441.36 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.4528, pruned_loss=0.2329, over 2474569.06 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06671, over 20417.67 utterances.], batch size: 161, lr: 2.45e-03
2022-08-20 03:45:54,336 INFO [train.py:927] (4/8) Epoch 1, batch 5600, giga_loss[loss=0.2161, simple_loss=0.401, pruned_loss=0.1566, over 12449.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04305, over 31.00 utterances.], tot_loss[loss=0.252, simple_loss=0.4558, pruned_loss=0.2405, over 2473479.78 frames. utt_duration=504.7 frames, utt_pad_proportion=0.07073, over 19661.79 utterances.], libri_tot_loss[loss=0.3127, simple_loss=0.5567, pruned_loss=1.977, over 2299141.63 frames. utt_duration=1238 frames, utt_pad_proportion=0.07075, over 7435.26 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.4516, pruned_loss=0.2303, over 2474530.64 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07088, over 21028.52 utterances.], batch size: 31, lr: 2.45e-03
2022-08-20 03:47:37,597 INFO [train.py:927] (4/8) Epoch 1, batch 5650, giga_loss[loss=0.2125, simple_loss=0.3953, pruned_loss=0.1482, over 12190.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03812, over 28.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.4516, pruned_loss=0.2332, over 2473775.33 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06807, over 19291.15 utterances.], libri_tot_loss[loss=0.3094, simple_loss=0.551, pruned_loss=1.912, over 2305202.63 frames. utt_duration=1246 frames, utt_pad_proportion=0.06882, over 7409.30 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.4498, pruned_loss=0.2258, over 2474579.82 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06896, over 20780.98 utterances.], batch size: 28, lr: 2.44e-03
2022-08-20 03:49:18,509 INFO [train.py:927] (4/8) Epoch 1, batch 5700, libri_loss[loss=0.4333, simple_loss=0.6868, pruned_loss=0.8992, over 12218.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007085, over 31.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.4591, pruned_loss=0.2423, over 2473599.13 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07344, over 20386.20 utterances.], libri_tot_loss[loss=0.3122, simple_loss=0.5554, pruned_loss=1.885, over 2308372.36 frames. utt_duration=1251 frames, utt_pad_proportion=0.06776, over 7390.28 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.4519, pruned_loss=0.229, over 2474400.07 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07414, over 21812.78 utterances.], batch size: 31, lr: 2.44e-03
2022-08-20 03:51:00,637 INFO [train.py:927] (4/8) Epoch 1, batch 5750, giga_loss[loss=0.252, simple_loss=0.456, pruned_loss=0.2404, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03487, over 105.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.4552, pruned_loss=0.2399, over 2474198.71 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07742, over 20455.36 utterances.], libri_tot_loss[loss=0.3102, simple_loss=0.552, pruned_loss=1.834, over 2313258.96 frames. utt_duration=1256 frames, utt_pad_proportion=0.06607, over 7376.77 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.4497, pruned_loss=0.2284, over 2474851.29 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07827, over 21957.57 utterances.], batch size: 105, lr: 2.43e-03
2022-08-20 03:52:48,711 INFO [train.py:927] (4/8) Epoch 1, batch 5800, giga_loss[loss=0.2737, simple_loss=0.4926, pruned_loss=0.2742, over 12418.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04971, over 161.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.4485, pruned_loss=0.2334, over 2474380.93 frames. utt_duration=504.4 frames, utt_pad_proportion=0.07126, over 19681.49 utterances.], libri_tot_loss[loss=0.3079, simple_loss=0.5479, pruned_loss=1.783, over 2317786.73 frames. utt_duration=1257 frames, utt_pad_proportion=0.0646, over 7384.40 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.4448, pruned_loss=0.2244, over 2475093.04 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07291, over 21209.88 utterances.], batch size: 161, lr: 2.42e-03
2022-08-20 03:54:30,215 INFO [train.py:927] (4/8) Epoch 1, batch 5850, giga_loss[loss=0.2511, simple_loss=0.4549, pruned_loss=0.2365, over 12417.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03692, over 113.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.4468, pruned_loss=0.233, over 2475010.23 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07524, over 20532.59 utterances.], libri_tot_loss[loss=0.3071, simple_loss=0.5464, pruned_loss=1.752, over 2320769.31 frames. utt_duration=1261 frames, utt_pad_proportion=0.06358, over 7372.80 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.4433, pruned_loss=0.224, over 2475715.37 frames. utt_duration=452 frames, utt_pad_proportion=0.07662, over 21979.41 utterances.], batch size: 113, lr: 2.42e-03
2022-08-20 03:56:11,962 INFO [train.py:927] (4/8) Epoch 1, batch 5900, giga_loss[loss=0.2609, simple_loss=0.4736, pruned_loss=0.2415, over 12421.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06632, over 184.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.4448, pruned_loss=0.2274, over 2475435.28 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07439, over 21037.02 utterances.], libri_tot_loss[loss=0.3075, simple_loss=0.5472, pruned_loss=1.73, over 2323077.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.06293, over 7371.25 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.4401, pruned_loss=0.2189, over 2475981.56 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07574, over 22350.26 utterances.], batch size: 184, lr: 2.41e-03
2022-08-20 03:57:58,860 INFO [train.py:927] (4/8) Epoch 1, batch 5950, libri_loss[loss=0.2252, simple_loss=0.4078, pruned_loss=0.2129, over 12233.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005644, over 31.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.4408, pruned_loss=0.2215, over 2475646.58 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07205, over 20416.66 utterances.], libri_tot_loss[loss=0.3051, simple_loss=0.5433, pruned_loss=1.667, over 2329079.49 frames. utt_duration=1270 frames, utt_pad_proportion=0.06093, over 7343.72 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.4367, pruned_loss=0.2147, over 2476116.30 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07406, over 21994.66 utterances.], batch size: 31, lr: 2.41e-03
2022-08-20 03:59:44,931 INFO [train.py:927] (4/8) Epoch 1, batch 6000, giga_loss[loss=0.4736, simple_loss=0.4569, pruned_loss=0.2452, over 12360.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.0611, over 182.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.4365, pruned_loss=0.219, over 2475342.69 frames. utt_duration=467 frames, utt_pad_proportion=0.07855, over 21270.16 utterances.], libri_tot_loss[loss=0.3033, simple_loss=0.5403, pruned_loss=1.63, over 2332694.58 frames. utt_duration=1274 frames, utt_pad_proportion=0.05967, over 7335.29 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.4334, pruned_loss=0.213, over 2475721.95 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08013, over 22829.81 utterances.], batch size: 182, lr: 2.40e-03
2022-08-20 03:59:44,932 INFO [train.py:958] (4/8) Computing validation loss
2022-08-20 03:59:59,956 INFO [train.py:967] (4/8) Epoch 1, validation: loss=0.3484, simple_loss=0.3876, pruned_loss=0.1546, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 04:01:43,862 INFO [train.py:927] (4/8) Epoch 1, batch 6050, giga_loss[loss=0.423, simple_loss=0.4198, pruned_loss=0.2132, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03043, over 40.00 utterances.], tot_loss[loss=0.2976, simple_loss=0.443, pruned_loss=0.2286, over 2475804.07 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07682, over 21174.79 utterances.], libri_tot_loss[loss=0.3153, simple_loss=0.5416, pruned_loss=1.607, over 2335484.35 frames. utt_duration=1276 frames, utt_pad_proportion=0.05867, over 7328.67 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.4375, pruned_loss=0.2175, over 2476144.82 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07858, over 22665.16 utterances.], batch size: 40, lr: 2.39e-03
2022-08-20 04:03:24,984 INFO [train.py:927] (4/8) Epoch 1, batch 6100, giga_loss[loss=0.4927, simple_loss=0.4795, pruned_loss=0.253, over 12348.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2153, over 374.00 utterances.], tot_loss[loss=0.3399, simple_loss=0.4456, pruned_loss=0.2359, over 2474496.16 frames. utt_duration=451.2 frames, utt_pad_proportion=0.08241, over 22007.59 utterances.], libri_tot_loss[loss=0.332, simple_loss=0.5383, pruned_loss=1.553, over 2340669.13 frames. utt_duration=1283 frames, utt_pad_proportion=0.05661, over 7304.53 utterances.], giga_tot_loss[loss=0.3161, simple_loss=0.4402, pruned_loss=0.2192, over 2475671.28 frames. utt_duration=417.1 frames, utt_pad_proportion=0.08427, over 23824.26 utterances.], batch size: 374, lr: 2.39e-03
2022-08-20 04:05:09,263 INFO [train.py:927] (4/8) Epoch 1, batch 6150, giga_loss[loss=0.4489, simple_loss=0.4563, pruned_loss=0.2208, over 12418.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03889, over 133.00 utterances.], tot_loss[loss=0.3614, simple_loss=0.4445, pruned_loss=0.2316, over 2474606.58 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08239, over 21817.32 utterances.], libri_tot_loss[loss=0.3344, simple_loss=0.5361, pruned_loss=1.526, over 2343241.37 frames. utt_duration=1283 frames, utt_pad_proportion=0.05595, over 7314.47 utterances.], giga_tot_loss[loss=0.3408, simple_loss=0.4404, pruned_loss=0.2184, over 2475615.11 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08421, over 23510.79 utterances.], batch size: 133, lr: 2.38e-03
2022-08-20 04:06:53,530 INFO [train.py:927] (4/8) Epoch 1, batch 6200, libri_loss[loss=0.7434, simple_loss=0.5848, pruned_loss=0.451, over 12197.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006976, over 30.00 utterances.], tot_loss[loss=0.3801, simple_loss=0.445, pruned_loss=0.2296, over 2474176.99 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07842, over 20997.55 utterances.], libri_tot_loss[loss=0.3394, simple_loss=0.5328, pruned_loss=1.479, over 2347590.18 frames. utt_duration=1287 frames, utt_pad_proportion=0.05438, over 7302.42 utterances.], giga_tot_loss[loss=0.3601, simple_loss=0.4416, pruned_loss=0.2182, over 2475169.47 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08089, over 22824.42 utterances.], batch size: 30, lr: 2.38e-03
2022-08-20 04:08:36,101 INFO [train.py:927] (4/8) Epoch 1, batch 6250, giga_loss[loss=0.4829, simple_loss=0.4931, pruned_loss=0.2364, over 12364.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04662, over 146.00 utterances.], tot_loss[loss=0.4021, simple_loss=0.4488, pruned_loss=0.2337, over 2474064.46 frames. utt_duration=455.7 frames, utt_pad_proportion=0.0805, over 21784.31 utterances.], libri_tot_loss[loss=0.3454, simple_loss=0.5299, pruned_loss=1.444, over 2350452.38 frames. utt_duration=1294 frames, utt_pad_proportion=0.05318, over 7272.79 utterances.], giga_tot_loss[loss=0.3822, simple_loss=0.4463, pruned_loss=0.2223, over 2475708.87 frames. utt_duration=419.8 frames, utt_pad_proportion=0.08276, over 23668.67 utterances.], batch size: 146, lr: 2.37e-03
2022-08-20 04:10:17,976 INFO [train.py:927] (4/8) Epoch 1, batch 6300, giga_loss[loss=0.3654, simple_loss=0.3996, pruned_loss=0.1656, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.02935, over 58.00 utterances.], tot_loss[loss=0.4131, simple_loss=0.452, pruned_loss=0.2306, over 2474710.14 frames. utt_duration=448 frames, utt_pad_proportion=0.0801, over 22166.32 utterances.], libri_tot_loss[loss=0.3491, simple_loss=0.5291, pruned_loss=1.413, over 2353092.58 frames. utt_duration=1283 frames, utt_pad_proportion=0.05709, over 7343.12 utterances.], giga_tot_loss[loss=0.3954, simple_loss=0.449, pruned_loss=0.2214, over 2476397.88 frames. utt_duration=415 frames, utt_pad_proportion=0.08103, over 23950.07 utterances.], batch size: 58, lr: 2.37e-03
2022-08-20 04:12:01,095 INFO [train.py:927] (4/8) Epoch 1, batch 6350, giga_loss[loss=0.43, simple_loss=0.4416, pruned_loss=0.2092, over 12432.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03083, over 80.00 utterances.], tot_loss[loss=0.4181, simple_loss=0.4489, pruned_loss=0.2276, over 2475199.84 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07687, over 21538.48 utterances.], libri_tot_loss[loss=0.3519, simple_loss=0.5279, pruned_loss=1.395, over 2355019.44 frames. utt_duration=1286 frames, utt_pad_proportion=0.05638, over 7336.00 utterances.], giga_tot_loss[loss=0.4027, simple_loss=0.4465, pruned_loss=0.2193, over 2476442.20 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07813, over 23147.65 utterances.], batch size: 80, lr: 2.36e-03
2022-08-20 04:13:45,133 INFO [train.py:927] (4/8) Epoch 1, batch 6400, giga_loss[loss=0.3949, simple_loss=0.4149, pruned_loss=0.1874, over 12441.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02242, over 48.00 utterances.], tot_loss[loss=0.4219, simple_loss=0.4472, pruned_loss=0.2247, over 2475142.70 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07596, over 21472.14 utterances.], libri_tot_loss[loss=0.3537, simple_loss=0.5268, pruned_loss=1.377, over 2356834.94 frames. utt_duration=1288 frames, utt_pad_proportion=0.05572, over 7327.97 utterances.], giga_tot_loss[loss=0.409, simple_loss=0.4451, pruned_loss=0.218, over 2476110.08 frames. utt_duration=433.4 frames, utt_pad_proportion=0.0773, over 22929.16 utterances.], batch size: 48, lr: 2.35e-03
2022-08-20 04:15:26,103 INFO [train.py:927] (4/8) Epoch 1, batch 6450, giga_loss[loss=0.4676, simple_loss=0.4714, pruned_loss=0.2319, over 12428.00 frames. utt_duration=372.5 frames, utt_pad_proportion=0.04481, over 134.00 utterances.], tot_loss[loss=0.4284, simple_loss=0.4478, pruned_loss=0.225, over 2475506.67 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07478, over 21791.30 utterances.], libri_tot_loss[loss=0.3591, simple_loss=0.5275, pruned_loss=1.362, over 2358440.50 frames. utt_duration=1286 frames, utt_pad_proportion=0.05613, over 7343.81 utterances.], giga_tot_loss[loss=0.4146, simple_loss=0.4445, pruned_loss=0.2172, over 2476414.08 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07589, over 23117.71 utterances.], batch size: 134, lr: 2.35e-03
2022-08-20 04:17:09,250 INFO [train.py:927] (4/8) Epoch 1, batch 6500, giga_loss[loss=0.4393, simple_loss=0.4574, pruned_loss=0.2106, over 12355.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02887, over 91.00 utterances.], tot_loss[loss=0.4302, simple_loss=0.4464, pruned_loss=0.223, over 2475506.91 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07107, over 21052.88 utterances.], libri_tot_loss[loss=0.3619, simple_loss=0.5255, pruned_loss=1.339, over 2360615.80 frames. utt_duration=1289 frames, utt_pad_proportion=0.05524, over 7332.05 utterances.], giga_tot_loss[loss=0.4181, simple_loss=0.444, pruned_loss=0.2159, over 2476364.40 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07252, over 22359.27 utterances.], batch size: 91, lr: 2.34e-03
2022-08-20 04:18:51,765 INFO [train.py:927] (4/8) Epoch 1, batch 6550, giga_loss[loss=0.4756, simple_loss=0.4679, pruned_loss=0.2417, over 12382.00 frames. utt_duration=477.7 frames, utt_pad_proportion=0.03303, over 104.00 utterances.], tot_loss[loss=0.438, simple_loss=0.4506, pruned_loss=0.2252, over 2474803.48 frames. utt_duration=477.7 frames, utt_pad_proportion=0.0688, over 20785.59 utterances.], libri_tot_loss[loss=0.3663, simple_loss=0.5261, pruned_loss=1.318, over 2362765.36 frames. utt_duration=1288 frames, utt_pad_proportion=0.05476, over 7345.22 utterances.], giga_tot_loss[loss=0.4258, simple_loss=0.4467, pruned_loss=0.2181, over 2475600.68 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07035, over 22072.58 utterances.], batch size: 104, lr: 2.34e-03
2022-08-20 04:20:35,215 INFO [train.py:927] (4/8) Epoch 1, batch 6600, giga_loss[loss=0.4341, simple_loss=0.4517, pruned_loss=0.2082, over 12382.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04509, over 146.00 utterances.], tot_loss[loss=0.4401, simple_loss=0.4507, pruned_loss=0.2244, over 2474631.47 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07253, over 21481.11 utterances.], libri_tot_loss[loss=0.3676, simple_loss=0.5241, pruned_loss=1.295, over 2364869.00 frames. utt_duration=1289 frames, utt_pad_proportion=0.05399, over 7346.32 utterances.], giga_tot_loss[loss=0.4305, simple_loss=0.448, pruned_loss=0.219, over 2475364.19 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07389, over 22762.04 utterances.], batch size: 146, lr: 2.33e-03
2022-08-20 04:22:17,078 INFO [train.py:927] (4/8) Epoch 1, batch 6650, giga_loss[loss=0.5678, simple_loss=0.5264, pruned_loss=0.3046, over 12385.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07434, over 212.00 utterances.], tot_loss[loss=0.435, simple_loss=0.4464, pruned_loss=0.2194, over 2474559.50 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06943, over 20637.20 utterances.], libri_tot_loss[loss=0.3677, simple_loss=0.5183, pruned_loss=1.249, over 2368916.05 frames. utt_duration=1299 frames, utt_pad_proportion=0.05241, over 7305.10 utterances.], giga_tot_loss[loss=0.4298, simple_loss=0.4466, pruned_loss=0.2166, over 2475369.32 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07142, over 22219.77 utterances.], batch size: 212, lr: 2.33e-03
2022-08-20 04:23:57,159 INFO [train.py:927] (4/8) Epoch 1, batch 6700, giga_loss[loss=0.4071, simple_loss=0.423, pruned_loss=0.1956, over 12367.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02846, over 91.00 utterances.], tot_loss[loss=0.4342, simple_loss=0.4454, pruned_loss=0.2174, over 2474509.06 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06724, over 19901.35 utterances.], libri_tot_loss[loss=0.3683, simple_loss=0.5172, pruned_loss=1.238, over 2370003.13 frames. utt_duration=1300 frames, utt_pad_proportion=0.05201, over 7303.08 utterances.], giga_tot_loss[loss=0.4301, simple_loss=0.4458, pruned_loss=0.2151, over 2475119.15 frames. utt_duration=467.2 frames, utt_pad_proportion=0.06918, over 21259.10 utterances.], batch size: 91, lr: 2.32e-03
2022-08-20 04:25:39,416 INFO [train.py:927] (4/8) Epoch 1, batch 6750, giga_loss[loss=0.4317, simple_loss=0.4528, pruned_loss=0.2053, over 12365.00 frames. utt_duration=619.9 frames, utt_pad_proportion=0.03594, over 80.00 utterances.], tot_loss[loss=0.4489, simple_loss=0.4556, pruned_loss=0.2256, over 2473769.88 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06543, over 18992.37 utterances.], libri_tot_loss[loss=0.384, simple_loss=0.5246, pruned_loss=1.21, over 2373397.30 frames. utt_duration=1306 frames, utt_pad_proportion=0.05089, over 7278.73 utterances.], giga_tot_loss[loss=0.4352, simple_loss=0.4482, pruned_loss=0.2175, over 2474436.24 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06764, over 20467.45 utterances.], batch size: 80, lr: 2.31e-03
2022-08-20 04:27:17,209 INFO [train.py:927] (4/8) Epoch 1, batch 6800, libri_loss[loss=0.4429, simple_loss=0.4325, pruned_loss=0.2267, over 12486.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005648, over 37.00 utterances.], tot_loss[loss=0.4394, simple_loss=0.4504, pruned_loss=0.2177, over 2474109.82 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06555, over 18679.65 utterances.], libri_tot_loss[loss=0.3844, simple_loss=0.521, pruned_loss=1.179, over 2376333.20 frames. utt_duration=1309 frames, utt_pad_proportion=0.04975, over 7267.64 utterances.], giga_tot_loss[loss=0.4296, simple_loss=0.4456, pruned_loss=0.212, over 2474670.15 frames. utt_duration=492 frames, utt_pad_proportion=0.06784, over 20180.42 utterances.], batch size: 37, lr: 2.31e-03
2022-08-20 04:28:58,012 INFO [train.py:927] (4/8) Epoch 1, batch 6850, giga_loss[loss=0.4022, simple_loss=0.4167, pruned_loss=0.1939, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02658, over 45.00 utterances.], tot_loss[loss=0.43, simple_loss=0.4439, pruned_loss=0.2108, over 2473893.95 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06624, over 18504.49 utterances.], libri_tot_loss[loss=0.3848, simple_loss=0.5181, pruned_loss=1.153, over 2378635.45 frames. utt_duration=1313 frames, utt_pad_proportion=0.04875, over 7254.08 utterances.], giga_tot_loss[loss=0.423, simple_loss=0.441, pruned_loss=0.2066, over 2474451.71 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06853, over 19987.83 utterances.], batch size: 45, lr: 2.30e-03
2022-08-20 04:30:40,314 INFO [train.py:927] (4/8) Epoch 1, batch 6900, giga_loss[loss=0.3818, simple_loss=0.413, pruned_loss=0.1753, over 12253.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0297, over 45.00 utterances.], tot_loss[loss=0.4309, simple_loss=0.4443, pruned_loss=0.2109, over 2473496.09 frames. utt_duration=518.2 frames, utt_pad_proportion=0.07047, over 19147.26 utterances.], libri_tot_loss[loss=0.385, simple_loss=0.5158, pruned_loss=1.134, over 2380577.22 frames. utt_duration=1315 frames, utt_pad_proportion=0.04798, over 7247.02 utterances.], giga_tot_loss[loss=0.426, simple_loss=0.4427, pruned_loss=0.2079, over 2473909.71 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07237, over 20546.11 utterances.], batch size: 45, lr: 2.30e-03
2022-08-20 04:32:24,765 INFO [train.py:927] (4/8) Epoch 1, batch 6950, giga_loss[loss=0.4849, simple_loss=0.4725, pruned_loss=0.2486, over 12356.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1972, over 366.00 utterances.], tot_loss[loss=0.4288, simple_loss=0.4418, pruned_loss=0.2096, over 2473370.03 frames. utt_duration=509.7 frames, utt_pad_proportion=0.07296, over 19464.90 utterances.], libri_tot_loss[loss=0.3857, simple_loss=0.5125, pruned_loss=1.105, over 2382436.43 frames. utt_duration=1323 frames, utt_pad_proportion=0.04701, over 7210.06 utterances.], giga_tot_loss[loss=0.4254, simple_loss=0.4414, pruned_loss=0.2073, over 2474499.59 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07476, over 20937.58 utterances.], batch size: 366, lr: 2.29e-03
2022-08-20 04:34:09,247 INFO [train.py:927] (4/8) Epoch 1, batch 7000, giga_loss[loss=0.3831, simple_loss=0.4219, pruned_loss=0.1721, over 12481.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04435, over 34.00 utterances.], tot_loss[loss=0.4283, simple_loss=0.4423, pruned_loss=0.2084, over 2473207.89 frames. utt_duration=507.8 frames, utt_pad_proportion=0.0718, over 19537.65 utterances.], libri_tot_loss[loss=0.387, simple_loss=0.5109, pruned_loss=1.082, over 2384592.52 frames. utt_duration=1323 frames, utt_pad_proportion=0.04634, over 7215.72 utterances.], giga_tot_loss[loss=0.4255, simple_loss=0.4419, pruned_loss=0.2066, over 2474194.66 frames. utt_duration=473.3 frames, utt_pad_proportion=0.0737, over 20975.88 utterances.], batch size: 34, lr: 2.29e-03
2022-08-20 04:35:50,838 INFO [train.py:927] (4/8) Epoch 1, batch 7050, giga_loss[loss=0.45, simple_loss=0.4545, pruned_loss=0.2227, over 12380.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05203, over 161.00 utterances.], tot_loss[loss=0.4251, simple_loss=0.4403, pruned_loss=0.2059, over 2474207.26 frames. utt_duration=506.8 frames, utt_pad_proportion=0.07043, over 19586.00 utterances.], libri_tot_loss[loss=0.3884, simple_loss=0.5093, pruned_loss=1.065, over 2386322.16 frames. utt_duration=1320 frames, utt_pad_proportion=0.04605, over 7241.32 utterances.], giga_tot_loss[loss=0.4223, simple_loss=0.44, pruned_loss=0.2039, over 2475006.53 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07231, over 20917.77 utterances.], batch size: 161, lr: 2.28e-03
2022-08-20 04:37:30,644 INFO [train.py:927] (4/8) Epoch 1, batch 7100, giga_loss[loss=0.3623, simple_loss=0.3897, pruned_loss=0.1674, over 12171.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.04015, over 28.00 utterances.], tot_loss[loss=0.426, simple_loss=0.4394, pruned_loss=0.2071, over 2473409.86 frames. utt_duration=507 frames, utt_pad_proportion=0.06985, over 19572.89 utterances.], libri_tot_loss[loss=0.3933, simple_loss=0.509, pruned_loss=1.06, over 2387205.41 frames. utt_duration=1320 frames, utt_pad_proportion=0.04567, over 7239.91 utterances.], giga_tot_loss[loss=0.4196, simple_loss=0.4388, pruned_loss=0.2015, over 2474042.14 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07156, over 20731.25 utterances.], batch size: 28, lr: 2.28e-03
2022-08-20 04:39:09,175 INFO [train.py:927] (4/8) Epoch 1, batch 7150, giga_loss[loss=0.4182, simple_loss=0.4388, pruned_loss=0.1988, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.433, simple_loss=0.4429, pruned_loss=0.2121, over 2473921.60 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06519, over 18954.85 utterances.], libri_tot_loss[loss=0.3981, simple_loss=0.5072, pruned_loss=1.028, over 2390951.35 frames. utt_duration=1322 frames, utt_pad_proportion=0.04432, over 7241.25 utterances.], giga_tot_loss[loss=0.4251, simple_loss=0.4417, pruned_loss=0.2053, over 2474116.96 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06761, over 20323.30 utterances.], batch size: 70, lr: 2.27e-03
2022-08-20 04:40:52,867 INFO [train.py:927] (4/8) Epoch 1, batch 7200, giga_loss[loss=0.3762, simple_loss=0.3992, pruned_loss=0.1766, over 12385.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.02784, over 58.00 utterances.], tot_loss[loss=0.4267, simple_loss=0.4391, pruned_loss=0.2076, over 2474141.73 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06831, over 19479.11 utterances.], libri_tot_loss[loss=0.3976, simple_loss=0.5051, pruned_loss=1.011, over 2392481.77 frames. utt_duration=1323 frames, utt_pad_proportion=0.04381, over 7243.31 utterances.], giga_tot_loss[loss=0.4214, simple_loss=0.4389, pruned_loss=0.2028, over 2474415.97 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07031, over 20777.41 utterances.], batch size: 58, lr: 2.27e-03
2022-08-20 04:42:33,917 INFO [train.py:927] (4/8) Epoch 1, batch 7250, giga_loss[loss=0.4302, simple_loss=0.4439, pruned_loss=0.2082, over 12455.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03092, over 55.00 utterances.], tot_loss[loss=0.4199, simple_loss=0.4369, pruned_loss=0.2018, over 2474055.50 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06591, over 18818.30 utterances.], libri_tot_loss[loss=0.3997, simple_loss=0.506, pruned_loss=0.9818, over 2395124.68 frames. utt_duration=1315 frames, utt_pad_proportion=0.0443, over 7293.51 utterances.], giga_tot_loss[loss=0.4145, simple_loss=0.4336, pruned_loss=0.1984, over 2474448.24 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06785, over 20205.55 utterances.], batch size: 55, lr: 2.26e-03
2022-08-20 04:44:17,307 INFO [train.py:927] (4/8) Epoch 1, batch 7300, giga_loss[loss=0.3792, simple_loss=0.4115, pruned_loss=0.1734, over 12281.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02673, over 54.00 utterances.], tot_loss[loss=0.4212, simple_loss=0.4376, pruned_loss=0.2026, over 2474440.95 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06683, over 19330.02 utterances.], libri_tot_loss[loss=0.4032, simple_loss=0.5067, pruned_loss=0.9722, over 2396276.54 frames. utt_duration=1317 frames, utt_pad_proportion=0.04377, over 7287.13 utterances.], giga_tot_loss[loss=0.4141, simple_loss=0.4334, pruned_loss=0.1979, over 2474777.33 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06855, over 20591.49 utterances.], batch size: 54, lr: 2.26e-03
2022-08-20 04:45:53,909 INFO [train.py:927] (4/8) Epoch 1, batch 7350, giga_loss[loss=0.3871, simple_loss=0.4314, pruned_loss=0.1714, over 12442.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03798, over 105.00 utterances.], tot_loss[loss=0.4127, simple_loss=0.434, pruned_loss=0.1959, over 2475053.00 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06484, over 19320.35 utterances.], libri_tot_loss[loss=0.4024, simple_loss=0.5009, pruned_loss=0.9288, over 2400360.33 frames. utt_duration=1307 frames, utt_pad_proportion=0.0467, over 7356.09 utterances.], giga_tot_loss[loss=0.4084, simple_loss=0.4323, pruned_loss=0.1927, over 2475443.17 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06579, over 20891.88 utterances.], batch size: 105, lr: 2.25e-03
2022-08-20 04:47:35,631 INFO [train.py:927] (4/8) Epoch 1, batch 7400, giga_loss[loss=0.3621, simple_loss=0.4194, pruned_loss=0.1524, over 12344.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1913, over 363.00 utterances.], tot_loss[loss=0.4033, simple_loss=0.4299, pruned_loss=0.1885, over 2474917.08 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07335, over 21023.33 utterances.], libri_tot_loss[loss=0.4026, simple_loss=0.4986, pruned_loss=0.9064, over 2402438.88 frames. utt_duration=1290 frames, utt_pad_proportion=0.0505, over 7458.78 utterances.], giga_tot_loss[loss=0.3999, simple_loss=0.4288, pruned_loss=0.1859, over 2475322.57 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07271, over 22537.15 utterances.], batch size: 363, lr: 2.24e-03
2022-08-20 04:49:16,337 INFO [train.py:927] (4/8) Epoch 1, batch 7450, giga_loss[loss=0.4279, simple_loss=0.4442, pruned_loss=0.2058, over 12405.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09996, over 257.00 utterances.], tot_loss[loss=0.3988, simple_loss=0.4287, pruned_loss=0.1846, over 2475565.60 frames. utt_duration=476.2 frames, utt_pad_proportion=0.0678, over 20856.65 utterances.], libri_tot_loss[loss=0.4073, simple_loss=0.4981, pruned_loss=0.8847, over 2404812.25 frames. utt_duration=1288 frames, utt_pad_proportion=0.05035, over 7476.75 utterances.], giga_tot_loss[loss=0.3914, simple_loss=0.4258, pruned_loss=0.1788, over 2476035.56 frames. utt_duration=441.8 frames, utt_pad_proportion=0.06787, over 22493.64 utterances.], batch size: 257, lr: 2.24e-03
2022-08-20 04:50:57,126 INFO [train.py:927] (4/8) Epoch 1, batch 7500, giga_loss[loss=0.3284, simple_loss=0.3853, pruned_loss=0.1358, over 12310.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03219, over 51.00 utterances.], tot_loss[loss=0.4025, simple_loss=0.4331, pruned_loss=0.186, over 2475775.69 frames. utt_duration=459.1 frames, utt_pad_proportion=0.06686, over 21640.32 utterances.], libri_tot_loss[loss=0.4124, simple_loss=0.4993, pruned_loss=0.8672, over 2406595.56 frames. utt_duration=1292 frames, utt_pad_proportion=0.04914, over 7459.68 utterances.], giga_tot_loss[loss=0.3919, simple_loss=0.4281, pruned_loss=0.1781, over 2476448.51 frames. utt_duration=425.8 frames, utt_pad_proportion=0.06745, over 23342.22 utterances.], batch size: 51, lr: 2.23e-03
2022-08-20 04:52:40,466 INFO [train.py:927] (4/8) Epoch 1, batch 7550, giga_loss[loss=0.328, simple_loss=0.3807, pruned_loss=0.1377, over 12345.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02406, over 45.00 utterances.], tot_loss[loss=0.3926, simple_loss=0.4274, pruned_loss=0.179, over 2475674.11 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07148, over 22606.62 utterances.], libri_tot_loss[loss=0.4114, simple_loss=0.4964, pruned_loss=0.8461, over 2408809.26 frames. utt_duration=1296 frames, utt_pad_proportion=0.048, over 7443.08 utterances.], giga_tot_loss[loss=0.3846, simple_loss=0.4241, pruned_loss=0.1728, over 2476054.28 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07217, over 24412.97 utterances.], batch size: 45, lr: 2.23e-03
2022-08-20 04:54:22,994 INFO [train.py:927] (4/8) Epoch 1, batch 7600, giga_loss[loss=0.3676, simple_loss=0.4142, pruned_loss=0.1605, over 12449.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02955, over 80.00 utterances.], tot_loss[loss=0.3842, simple_loss=0.4229, pruned_loss=0.1728, over 2475269.06 frames. utt_duration=426.4 frames, utt_pad_proportion=0.07159, over 23298.08 utterances.], libri_tot_loss[loss=0.4108, simple_loss=0.4953, pruned_loss=0.8391, over 2409227.78 frames. utt_duration=1296 frames, utt_pad_proportion=0.04765, over 7442.63 utterances.], giga_tot_loss[loss=0.3783, simple_loss=0.4207, pruned_loss=0.1681, over 2475796.38 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07227, over 24855.45 utterances.], batch size: 80, lr: 2.22e-03
2022-08-20 04:56:04,370 INFO [train.py:927] (4/8) Epoch 1, batch 7650, giga_loss[loss=0.331, simple_loss=0.4057, pruned_loss=0.1281, over 12345.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1824, over 359.00 utterances.], tot_loss[loss=0.3748, simple_loss=0.4179, pruned_loss=0.1659, over 2474664.81 frames. utt_duration=432.1 frames, utt_pad_proportion=0.06905, over 22987.32 utterances.], libri_tot_loss[loss=0.4088, simple_loss=0.4921, pruned_loss=0.815, over 2410945.37 frames. utt_duration=1299 frames, utt_pad_proportion=0.04698, over 7434.50 utterances.], giga_tot_loss[loss=0.3708, simple_loss=0.4166, pruned_loss=0.1627, over 2475577.22 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07011, over 24735.08 utterances.], batch size: 359, lr: 2.22e-03
2022-08-20 04:57:46,301 INFO [train.py:927] (4/8) Epoch 1, batch 7700, giga_loss[loss=0.3766, simple_loss=0.4148, pruned_loss=0.1692, over 12351.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.3661, simple_loss=0.4128, pruned_loss=0.1597, over 2475087.38 frames. utt_duration=426.5 frames, utt_pad_proportion=0.06981, over 23292.69 utterances.], libri_tot_loss[loss=0.4087, simple_loss=0.4918, pruned_loss=0.8051, over 2411776.50 frames. utt_duration=1301 frames, utt_pad_proportion=0.04648, over 7425.06 utterances.], giga_tot_loss[loss=0.3623, simple_loss=0.4108, pruned_loss=0.157, over 2475899.22 frames. utt_duration=399.4 frames, utt_pad_proportion=0.07081, over 24884.10 utterances.], batch size: 97, lr: 2.21e-03
2022-08-20 04:59:31,724 INFO [train.py:927] (4/8) Epoch 1, batch 7750, libri_loss[loss=0.2737, simple_loss=0.3256, pruned_loss=0.111, over 12182.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009161, over 30.00 utterances.], tot_loss[loss=0.3618, simple_loss=0.4092, pruned_loss=0.1572, over 2475304.71 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07214, over 23153.93 utterances.], libri_tot_loss[loss=0.4079, simple_loss=0.4885, pruned_loss=0.7802, over 2413837.34 frames. utt_duration=1289 frames, utt_pad_proportion=0.05006, over 7499.59 utterances.], giga_tot_loss[loss=0.3579, simple_loss=0.4077, pruned_loss=0.1541, over 2476384.36 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07205, over 24951.03 utterances.], batch size: 30, lr: 2.21e-03
2022-08-20 05:01:23,758 INFO [train.py:927] (4/8) Epoch 1, batch 7800, giga_loss[loss=0.3276, simple_loss=0.396, pruned_loss=0.1295, over 12358.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02926, over 91.00 utterances.], tot_loss[loss=0.3629, simple_loss=0.4111, pruned_loss=0.1574, over 2475427.33 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07471, over 24430.27 utterances.], libri_tot_loss[loss=0.408, simple_loss=0.4873, pruned_loss=0.7715, over 2414547.84 frames. utt_duration=1290 frames, utt_pad_proportion=0.04955, over 7493.07 utterances.], giga_tot_loss[loss=0.3592, simple_loss=0.4099, pruned_loss=0.1543, over 2476478.01 frames. utt_duration=381.3 frames, utt_pad_proportion=0.0747, over 26074.50 utterances.], batch size: 91, lr: 2.20e-03
2022-08-20 05:03:34,846 INFO [train.py:927] (4/8) Epoch 1, batch 7850, giga_loss[loss=0.3483, simple_loss=0.4066, pruned_loss=0.145, over 12408.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.3627, simple_loss=0.4107, pruned_loss=0.1573, over 2476209.32 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07137, over 24536.31 utterances.], libri_tot_loss[loss=0.4087, simple_loss=0.4865, pruned_loss=0.7633, over 2415685.81 frames. utt_duration=1279 frames, utt_pad_proportion=0.05331, over 7566.30 utterances.], giga_tot_loss[loss=0.3584, simple_loss=0.4094, pruned_loss=0.1538, over 2476828.82 frames. utt_duration=382.4 frames, utt_pad_proportion=0.07068, over 26004.87 utterances.], batch size: 146, lr: 2.20e-03
2022-08-20 05:05:34,085 INFO [train.py:927] (4/8) Epoch 1, batch 7900, giga_loss[loss=0.3302, simple_loss=0.3984, pruned_loss=0.131, over 12354.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0417, over 113.00 utterances.], tot_loss[loss=0.3575, simple_loss=0.4079, pruned_loss=0.1535, over 2476324.83 frames. utt_duration=400 frames, utt_pad_proportion=0.07083, over 24848.73 utterances.], libri_tot_loss[loss=0.4079, simple_loss=0.4841, pruned_loss=0.7456, over 2416968.04 frames. utt_duration=1284 frames, utt_pad_proportion=0.05226, over 7536.73 utterances.], giga_tot_loss[loss=0.3535, simple_loss=0.4069, pruned_loss=0.1501, over 2477274.18 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07069, over 26498.86 utterances.], batch size: 113, lr: 2.19e-03
2022-08-20 05:07:44,281 INFO [train.py:927] (4/8) Epoch 1, batch 7950, giga_loss[loss=0.3044, simple_loss=0.3872, pruned_loss=0.1108, over 12460.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03496, over 98.00 utterances.], tot_loss[loss=0.353, simple_loss=0.4058, pruned_loss=0.1501, over 2476598.80 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07019, over 24611.79 utterances.], libri_tot_loss[loss=0.4091, simple_loss=0.4851, pruned_loss=0.7345, over 2418082.67 frames. utt_duration=1287 frames, utt_pad_proportion=0.05171, over 7525.13 utterances.], giga_tot_loss[loss=0.348, simple_loss=0.4028, pruned_loss=0.1466, over 2477412.90 frames. utt_duration=379.1 frames, utt_pad_proportion=0.07034, over 26230.57 utterances.], batch size: 98, lr: 2.19e-03
2022-08-20 05:09:36,528 INFO [train.py:927] (4/8) Epoch 1, batch 8000, giga_loss[loss=0.3957, simple_loss=0.4247, pruned_loss=0.1834, over 12379.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06019, over 182.00 utterances.], tot_loss[loss=0.3585, simple_loss=0.4059, pruned_loss=0.1556, over 2476729.34 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06877, over 24826.24 utterances.], libri_tot_loss[loss=0.4161, simple_loss=0.4856, pruned_loss=0.727, over 2419147.96 frames. utt_duration=1287 frames, utt_pad_proportion=0.05104, over 7530.14 utterances.], giga_tot_loss[loss=0.3465, simple_loss=0.4011, pruned_loss=0.146, over 2477722.01 frames. utt_duration=375.3 frames, utt_pad_proportion=0.06924, over 26500.01 utterances.], batch size: 182, lr: 2.18e-03
2022-08-20 05:11:59,232 INFO [train.py:927] (4/8) Epoch 1, batch 8050, giga_loss[loss=0.2999, simple_loss=0.359, pruned_loss=0.1204, over 12389.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02555, over 91.00 utterances.], tot_loss[loss=0.3647, simple_loss=0.4073, pruned_loss=0.1611, over 2476520.39 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07338, over 25765.43 utterances.], libri_tot_loss[loss=0.4229, simple_loss=0.487, pruned_loss=0.7192, over 2420193.13 frames. utt_duration=1288 frames, utt_pad_proportion=0.05013, over 7523.87 utterances.], giga_tot_loss[loss=0.3482, simple_loss=0.4006, pruned_loss=0.1479, over 2477649.58 frames. utt_duration=361.8 frames, utt_pad_proportion=0.07378, over 27490.91 utterances.], batch size: 91, lr: 2.18e-03
2022-08-20 05:13:59,961 INFO [train.py:927] (4/8) Epoch 1, batch 8100, giga_loss[loss=0.3798, simple_loss=0.3956, pruned_loss=0.182, over 12377.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09548, over 255.00 utterances.], tot_loss[loss=0.3555, simple_loss=0.3991, pruned_loss=0.156, over 2476229.09 frames. utt_duration=390.1 frames, utt_pad_proportion=0.07181, over 25473.49 utterances.], libri_tot_loss[loss=0.4222, simple_loss=0.4855, pruned_loss=0.7084, over 2420832.84 frames. utt_duration=1286 frames, utt_pad_proportion=0.05019, over 7538.01 utterances.], giga_tot_loss[loss=0.3419, simple_loss=0.3936, pruned_loss=0.1451, over 2477568.48 frames. utt_duration=366.2 frames, utt_pad_proportion=0.07232, over 27155.01 utterances.], batch size: 255, lr: 2.17e-03
2022-08-20 05:16:00,107 INFO [train.py:927] (4/8) Epoch 1, batch 8150, giga_loss[loss=0.302, simple_loss=0.364, pruned_loss=0.12, over 12370.00 frames. utt_duration=376 frames, utt_pad_proportion=0.03584, over 132.00 utterances.], tot_loss[loss=0.3514, simple_loss=0.3971, pruned_loss=0.1528, over 2477040.49 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06861, over 25645.35 utterances.], libri_tot_loss[loss=0.4213, simple_loss=0.4838, pruned_loss=0.6949, over 2422162.56 frames. utt_duration=1284 frames, utt_pad_proportion=0.04969, over 7551.67 utterances.], giga_tot_loss[loss=0.3398, simple_loss=0.3922, pruned_loss=0.1437, over 2478153.97 frames. utt_duration=363 frames, utt_pad_proportion=0.06947, over 27397.41 utterances.], batch size: 132, lr: 2.17e-03
2022-08-20 05:18:06,347 INFO [train.py:927] (4/8) Epoch 1, batch 8200, giga_loss[loss=0.2748, simple_loss=0.351, pruned_loss=0.09932, over 12412.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04392, over 146.00 utterances.], tot_loss[loss=0.3445, simple_loss=0.3934, pruned_loss=0.1478, over 2477609.51 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06639, over 25930.09 utterances.], libri_tot_loss[loss=0.4219, simple_loss=0.4843, pruned_loss=0.6926, over 2422453.74 frames. utt_duration=1283 frames, utt_pad_proportion=0.04961, over 7559.91 utterances.], giga_tot_loss[loss=0.3345, simple_loss=0.3887, pruned_loss=0.1401, over 2478467.35 frames. utt_duration=363.3 frames, utt_pad_proportion=0.06722, over 27375.98 utterances.], batch size: 146, lr: 2.16e-03
2022-08-20 05:20:09,794 INFO [train.py:927] (4/8) Epoch 1, batch 8250, giga_loss[loss=0.3299, simple_loss=0.3774, pruned_loss=0.1412, over 12445.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05472, over 162.00 utterances.], tot_loss[loss=0.3469, simple_loss=0.3944, pruned_loss=0.1498, over 2477939.79 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06547, over 25841.74 utterances.], libri_tot_loss[loss=0.4251, simple_loss=0.4858, pruned_loss=0.6846, over 2423607.94 frames. utt_duration=1283 frames, utt_pad_proportion=0.04916, over 7563.77 utterances.], giga_tot_loss[loss=0.3348, simple_loss=0.3877, pruned_loss=0.1409, over 2478569.41 frames. utt_duration=364 frames, utt_pad_proportion=0.06639, over 27328.37 utterances.], batch size: 162, lr: 2.16e-03
2022-08-20 05:22:42,953 INFO [train.py:927] (4/8) Epoch 1, batch 8300, giga_loss[loss=0.2533, simple_loss=0.32, pruned_loss=0.0933, over 12430.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03014, over 122.00 utterances.], tot_loss[loss=0.3433, simple_loss=0.3909, pruned_loss=0.1478, over 2478017.30 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06349, over 24842.69 utterances.], libri_tot_loss[loss=0.4247, simple_loss=0.4846, pruned_loss=0.6722, over 2424851.97 frames. utt_duration=1284 frames, utt_pad_proportion=0.04823, over 7562.77 utterances.], giga_tot_loss[loss=0.3322, simple_loss=0.3847, pruned_loss=0.1399, over 2478598.11 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06471, over 26416.31 utterances.], batch size: 122, lr: 2.16e-03
2022-08-20 05:24:51,246 INFO [train.py:927] (4/8) Epoch 1, batch 8350, giga_loss[loss=0.2887, simple_loss=0.3562, pruned_loss=0.1106, over 12396.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05455, over 181.00 utterances.], tot_loss[loss=0.3351, simple_loss=0.3837, pruned_loss=0.1432, over 2478083.86 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06786, over 24835.95 utterances.], libri_tot_loss[loss=0.4223, simple_loss=0.4815, pruned_loss=0.6566, over 2425748.97 frames. utt_duration=1285 frames, utt_pad_proportion=0.04799, over 7559.29 utterances.], giga_tot_loss[loss=0.326, simple_loss=0.3789, pruned_loss=0.1366, over 2479175.03 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06876, over 26566.89 utterances.], batch size: 181, lr: 2.15e-03
2022-08-20 05:26:52,799 INFO [train.py:927] (4/8) Epoch 1, batch 8400, giga_loss[loss=0.3541, simple_loss=0.412, pruned_loss=0.1481, over 12433.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03303, over 75.00 utterances.], tot_loss[loss=0.3337, simple_loss=0.3824, pruned_loss=0.1425, over 2477910.42 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06636, over 23796.43 utterances.], libri_tot_loss[loss=0.4214, simple_loss=0.4798, pruned_loss=0.6446, over 2426936.06 frames. utt_duration=1262 frames, utt_pad_proportion=0.05673, over 7701.26 utterances.], giga_tot_loss[loss=0.3254, simple_loss=0.3778, pruned_loss=0.1365, over 2478855.17 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06514, over 25421.25 utterances.], batch size: 75, lr: 2.15e-03
2022-08-20 05:28:56,467 INFO [train.py:927] (4/8) Epoch 1, batch 8450, giga_loss[loss=0.2849, simple_loss=0.339, pruned_loss=0.1154, over 12217.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03223, over 39.00 utterances.], tot_loss[loss=0.3333, simple_loss=0.3819, pruned_loss=0.1423, over 2477911.80 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06881, over 24264.68 utterances.], libri_tot_loss[loss=0.4212, simple_loss=0.4797, pruned_loss=0.6351, over 2427835.41 frames. utt_duration=1263 frames, utt_pad_proportion=0.05608, over 7698.31 utterances.], giga_tot_loss[loss=0.3252, simple_loss=0.3766, pruned_loss=0.137, over 2478770.66 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06796, over 25848.29 utterances.], batch size: 39, lr: 2.14e-03
2022-08-20 05:31:01,771 INFO [train.py:927] (4/8) Epoch 1, batch 8500, giga_loss[loss=0.3586, simple_loss=0.3983, pruned_loss=0.1594, over 12370.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03151, over 58.00 utterances.], tot_loss[loss=0.3383, simple_loss=0.382, pruned_loss=0.1473, over 2477551.99 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07106, over 25048.73 utterances.], libri_tot_loss[loss=0.4241, simple_loss=0.4788, pruned_loss=0.6316, over 2428236.06 frames. utt_duration=1263 frames, utt_pad_proportion=0.05574, over 7701.71 utterances.], giga_tot_loss[loss=0.3282, simple_loss=0.3773, pruned_loss=0.1396, over 2478561.18 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07044, over 26534.88 utterances.], batch size: 58, lr: 2.14e-03
2022-08-20 05:33:19,405 INFO [train.py:927] (4/8) Epoch 1, batch 8550, giga_loss[loss=0.3077, simple_loss=0.3652, pruned_loss=0.1251, over 12411.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03285, over 80.00 utterances.], tot_loss[loss=0.3371, simple_loss=0.3819, pruned_loss=0.1462, over 2477533.62 frames. utt_duration=391 frames, utt_pad_proportion=0.07022, over 25423.26 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.4775, pruned_loss=0.6247, over 2428591.89 frames. utt_duration=1265 frames, utt_pad_proportion=0.0552, over 7688.25 utterances.], giga_tot_loss[loss=0.3287, simple_loss=0.3781, pruned_loss=0.1397, over 2478669.20 frames. utt_duration=370.5 frames, utt_pad_proportion=0.06997, over 26845.01 utterances.], batch size: 80, lr: 2.13e-03
2022-08-20 05:35:33,506 INFO [train.py:927] (4/8) Epoch 1, batch 8600, giga_loss[loss=0.3065, simple_loss=0.354, pruned_loss=0.1295, over 12374.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04702, over 146.00 utterances.], tot_loss[loss=0.332, simple_loss=0.3772, pruned_loss=0.1434, over 2477157.41 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06867, over 24847.96 utterances.], libri_tot_loss[loss=0.4239, simple_loss=0.4774, pruned_loss=0.6188, over 2428912.56 frames. utt_duration=1255 frames, utt_pad_proportion=0.05933, over 7752.16 utterances.], giga_tot_loss[loss=0.3235, simple_loss=0.373, pruned_loss=0.137, over 2478439.41 frames. utt_duration=380.2 frames, utt_pad_proportion=0.0675, over 26157.93 utterances.], batch size: 146, lr: 2.13e-03
2022-08-20 05:37:28,167 INFO [train.py:927] (4/8) Epoch 1, batch 8650, giga_loss[loss=0.3318, simple_loss=0.3755, pruned_loss=0.1441, over 12347.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02402, over 45.00 utterances.], tot_loss[loss=0.3319, simple_loss=0.3792, pruned_loss=0.1423, over 2477050.82 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07295, over 24962.78 utterances.], libri_tot_loss[loss=0.4283, simple_loss=0.4821, pruned_loss=0.6056, over 2430309.93 frames. utt_duration=1245 frames, utt_pad_proportion=0.06236, over 7814.79 utterances.], giga_tot_loss[loss=0.3184, simple_loss=0.3684, pruned_loss=0.1342, over 2478331.27 frames. utt_duration=375.7 frames, utt_pad_proportion=0.07104, over 26469.57 utterances.], batch size: 45, lr: 2.12e-03
2022-08-20 05:39:25,990 INFO [train.py:927] (4/8) Epoch 1, batch 8700, giga_loss[loss=0.2772, simple_loss=0.3373, pruned_loss=0.1085, over 12405.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05882, over 182.00 utterances.], tot_loss[loss=0.3286, simple_loss=0.3765, pruned_loss=0.1403, over 2476669.33 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07259, over 24984.74 utterances.], libri_tot_loss[loss=0.427, simple_loss=0.4807, pruned_loss=0.5945, over 2431004.93 frames. utt_duration=1249 frames, utt_pad_proportion=0.06166, over 7795.77 utterances.], giga_tot_loss[loss=0.3168, simple_loss=0.3669, pruned_loss=0.1333, over 2478114.74 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07134, over 26584.43 utterances.], batch size: 182, lr: 2.12e-03
2022-08-20 05:41:31,765 INFO [train.py:927] (4/8) Epoch 1, batch 8750, giga_loss[loss=0.2739, simple_loss=0.3351, pruned_loss=0.1064, over 12396.00 frames. utt_duration=546 frames, utt_pad_proportion=0.025, over 91.00 utterances.], tot_loss[loss=0.3199, simple_loss=0.3704, pruned_loss=0.1347, over 2477178.32 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06918, over 24094.28 utterances.], libri_tot_loss[loss=0.4254, simple_loss=0.4788, pruned_loss=0.5856, over 2431678.02 frames. utt_duration=1254 frames, utt_pad_proportion=0.06077, over 7767.01 utterances.], giga_tot_loss[loss=0.3102, simple_loss=0.3627, pruned_loss=0.1289, over 2478536.71 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06863, over 25683.12 utterances.], batch size: 91, lr: 2.11e-03
2022-08-20 05:43:48,612 INFO [train.py:927] (4/8) Epoch 1, batch 8800, giga_loss[loss=0.3259, simple_loss=0.3757, pruned_loss=0.138, over 12400.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07124, over 213.00 utterances.], tot_loss[loss=0.3168, simple_loss=0.3679, pruned_loss=0.1328, over 2477141.99 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06965, over 24210.16 utterances.], libri_tot_loss[loss=0.4221, simple_loss=0.475, pruned_loss=0.5683, over 2432863.29 frames. utt_duration=1256 frames, utt_pad_proportion=0.05951, over 7754.13 utterances.], giga_tot_loss[loss=0.3081, simple_loss=0.361, pruned_loss=0.1276, over 2478780.15 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06961, over 26078.37 utterances.], batch size: 213, lr: 2.11e-03
2022-08-20 05:45:50,735 INFO [train.py:927] (4/8) Epoch 1, batch 8850, giga_loss[loss=0.3415, simple_loss=0.3589, pruned_loss=0.162, over 12355.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1809, over 358.00 utterances.], tot_loss[loss=0.3219, simple_loss=0.3717, pruned_loss=0.136, over 2477242.20 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06907, over 24010.02 utterances.], libri_tot_loss[loss=0.4268, simple_loss=0.4786, pruned_loss=0.5635, over 2433407.02 frames. utt_duration=1258 frames, utt_pad_proportion=0.05874, over 7749.11 utterances.], giga_tot_loss[loss=0.3083, simple_loss=0.3607, pruned_loss=0.128, over 2478848.37 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06933, over 25796.77 utterances.], batch size: 358, lr: 2.10e-03
2022-08-20 05:47:49,882 INFO [train.py:927] (4/8) Epoch 1, batch 8900, giga_loss[loss=0.2925, simple_loss=0.3651, pruned_loss=0.1099, over 12442.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03056, over 80.00 utterances.], tot_loss[loss=0.3284, simple_loss=0.3775, pruned_loss=0.1396, over 2477409.45 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06809, over 23957.11 utterances.], libri_tot_loss[loss=0.4328, simple_loss=0.4832, pruned_loss=0.5578, over 2434380.87 frames. utt_duration=1256 frames, utt_pad_proportion=0.05788, over 7763.19 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.3622, pruned_loss=0.1287, over 2478808.79 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06868, over 25739.10 utterances.], batch size: 80, lr: 2.10e-03
2022-08-20 05:49:51,446 INFO [train.py:927] (4/8) Epoch 1, batch 8950, giga_loss[loss=0.3267, simple_loss=0.3636, pruned_loss=0.1448, over 12395.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.3277, simple_loss=0.3777, pruned_loss=0.1389, over 2477515.99 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06775, over 23873.28 utterances.], libri_tot_loss[loss=0.4308, simple_loss=0.4805, pruned_loss=0.5444, over 2435666.44 frames. utt_duration=1261 frames, utt_pad_proportion=0.05632, over 7735.97 utterances.], giga_tot_loss[loss=0.3113, simple_loss=0.3645, pruned_loss=0.1291, over 2478794.19 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06874, over 25812.48 utterances.], batch size: 257, lr: 2.10e-03
2022-08-20 05:51:47,627 INFO [train.py:927] (4/8) Epoch 1, batch 9000, giga_loss[loss=0.2845, simple_loss=0.3234, pruned_loss=0.1228, over 12390.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1716, over 355.00 utterances.], tot_loss[loss=0.3216, simple_loss=0.3732, pruned_loss=0.1349, over 2477081.48 frames. utt_duration=418 frames, utt_pad_proportion=0.06789, over 23770.83 utterances.], libri_tot_loss[loss=0.4272, simple_loss=0.4764, pruned_loss=0.5305, over 2436262.60 frames. utt_duration=1269 frames, utt_pad_proportion=0.05494, over 7686.84 utterances.], giga_tot_loss[loss=0.3083, simple_loss=0.363, pruned_loss=0.1269, over 2478876.35 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06913, over 25881.85 utterances.], batch size: 355, lr: 2.09e-03
2022-08-20 05:51:47,628 INFO [train.py:958] (4/8) Computing validation loss
2022-08-20 05:52:01,406 INFO [train.py:967] (4/8) Epoch 1, validation: loss=0.2825, simple_loss=0.3639, pruned_loss=0.1005, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 05:54:06,310 INFO [train.py:927] (4/8) Epoch 1, batch 9050, giga_loss[loss=0.3049, simple_loss=0.3629, pruned_loss=0.1235, over 12446.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05136, over 162.00 utterances.], tot_loss[loss=0.3155, simple_loss=0.3687, pruned_loss=0.1311, over 2476829.29 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06376, over 23307.65 utterances.], libri_tot_loss[loss=0.4247, simple_loss=0.4738, pruned_loss=0.5207, over 2437044.59 frames. utt_duration=1271 frames, utt_pad_proportion=0.0539, over 7675.67 utterances.], giga_tot_loss[loss=0.3047, simple_loss=0.3605, pruned_loss=0.1245, over 2478484.54 frames. utt_duration=392 frames, utt_pad_proportion=0.06542, over 25370.49 utterances.], batch size: 162, lr: 2.09e-03
2022-08-20 05:56:06,505 INFO [train.py:927] (4/8) Epoch 1, batch 9100, giga_loss[loss=0.2861, simple_loss=0.3495, pruned_loss=0.1113, over 12376.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04031, over 113.00 utterances.], tot_loss[loss=0.3127, simple_loss=0.366, pruned_loss=0.1297, over 2476797.60 frames. utt_duration=431.4 frames, utt_pad_proportion=0.06394, over 23030.94 utterances.], libri_tot_loss[loss=0.423, simple_loss=0.4719, pruned_loss=0.5116, over 2437765.24 frames. utt_duration=1277 frames, utt_pad_proportion=0.05307, over 7644.06 utterances.], giga_tot_loss[loss=0.3031, simple_loss=0.3587, pruned_loss=0.1237, over 2478364.38 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06558, over 25065.20 utterances.], batch size: 113, lr: 2.08e-03
2022-08-20 05:58:13,872 INFO [train.py:927] (4/8) Epoch 1, batch 9150, giga_loss[loss=0.3259, simple_loss=0.3797, pruned_loss=0.136, over 12397.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0394, over 113.00 utterances.], tot_loss[loss=0.3133, simple_loss=0.3668, pruned_loss=0.1299, over 2476274.15 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06335, over 23281.32 utterances.], libri_tot_loss[loss=0.4206, simple_loss=0.4691, pruned_loss=0.4977, over 2438578.48 frames. utt_duration=1272 frames, utt_pad_proportion=0.05311, over 7675.34 utterances.], giga_tot_loss[loss=0.3038, simple_loss=0.3596, pruned_loss=0.124, over 2478201.06 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06479, over 25454.08 utterances.], batch size: 113, lr: 2.08e-03
2022-08-20 06:00:14,884 INFO [train.py:927] (4/8) Epoch 1, batch 9200, giga_loss[loss=0.3364, simple_loss=0.3888, pruned_loss=0.142, over 12362.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.0291, over 70.00 utterances.], tot_loss[loss=0.32, simple_loss=0.3712, pruned_loss=0.1344, over 2476810.15 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06657, over 24371.41 utterances.], libri_tot_loss[loss=0.4205, simple_loss=0.4689, pruned_loss=0.4915, over 2439256.91 frames. utt_duration=1274 frames, utt_pad_proportion=0.05241, over 7669.80 utterances.], giga_tot_loss[loss=0.3107, simple_loss=0.364, pruned_loss=0.1287, over 2478414.47 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06771, over 26395.39 utterances.], batch size: 70, lr: 2.07e-03
2022-08-20 06:02:20,162 INFO [train.py:927] (4/8) Epoch 1, batch 9250, libri_loss[loss=0.7232, simple_loss=0.4656, pruned_loss=0.4904, over 12465.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004905, over 35.00 utterances.], tot_loss[loss=0.3313, simple_loss=0.3785, pruned_loss=0.1421, over 2477179.42 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06776, over 25132.28 utterances.], libri_tot_loss[loss=0.4245, simple_loss=0.4706, pruned_loss=0.4885, over 2439871.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.05174, over 7672.36 utterances.], giga_tot_loss[loss=0.3184, simple_loss=0.3694, pruned_loss=0.1337, over 2478560.02 frames. utt_duration=367.6 frames, utt_pad_proportion=0.06882, over 27055.94 utterances.], batch size: 35, lr: 2.07e-03
2022-08-20 06:04:32,865 INFO [train.py:927] (4/8) Epoch 1, batch 9300, giga_loss[loss=0.2892, simple_loss=0.3564, pruned_loss=0.111, over 12380.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02598, over 91.00 utterances.], tot_loss[loss=0.3336, simple_loss=0.3795, pruned_loss=0.1438, over 2477488.61 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06881, over 25919.27 utterances.], libri_tot_loss[loss=0.4269, simple_loss=0.4718, pruned_loss=0.4843, over 2440303.38 frames. utt_duration=1275 frames, utt_pad_proportion=0.05131, over 7666.89 utterances.], giga_tot_loss[loss=0.3194, simple_loss=0.3696, pruned_loss=0.1346, over 2478875.98 frames. utt_duration=358 frames, utt_pad_proportion=0.06977, over 27791.41 utterances.], batch size: 91, lr: 2.06e-03
2022-08-20 06:06:34,283 INFO [train.py:927] (4/8) Epoch 1, batch 9350, giga_loss[loss=0.2994, simple_loss=0.3521, pruned_loss=0.1233, over 12420.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07226, over 212.00 utterances.], tot_loss[loss=0.3283, simple_loss=0.3766, pruned_loss=0.14, over 2477491.46 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06613, over 24701.59 utterances.], libri_tot_loss[loss=0.4237, simple_loss=0.4689, pruned_loss=0.4709, over 2441429.55 frames. utt_duration=1282 frames, utt_pad_proportion=0.04982, over 7624.98 utterances.], giga_tot_loss[loss=0.3162, simple_loss=0.3678, pruned_loss=0.1324, over 2478953.26 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06765, over 26909.95 utterances.], batch size: 212, lr: 2.06e-03
2022-08-20 06:08:41,470 INFO [train.py:927] (4/8) Epoch 1, batch 9400, giga_loss[loss=0.2741, simple_loss=0.3187, pruned_loss=0.1147, over 12355.00 frames. utt_duration=140.9 frames, utt_pad_proportion=0.1714, over 354.00 utterances.], tot_loss[loss=0.3227, simple_loss=0.3724, pruned_loss=0.1365, over 2477480.40 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06892, over 24872.42 utterances.], libri_tot_loss[loss=0.4226, simple_loss=0.4682, pruned_loss=0.4673, over 2441927.00 frames. utt_duration=1285 frames, utt_pad_proportion=0.04948, over 7609.76 utterances.], giga_tot_loss[loss=0.3133, simple_loss=0.3651, pruned_loss=0.1307, over 2478497.05 frames. utt_duration=371.3 frames, utt_pad_proportion=0.07006, over 26788.78 utterances.], batch size: 354, lr: 2.06e-03
2022-08-20 06:10:46,842 INFO [train.py:927] (4/8) Epoch 1, batch 9450, giga_loss[loss=0.2911, simple_loss=0.3698, pruned_loss=0.1062, over 12445.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02642, over 122.00 utterances.], tot_loss[loss=0.317, simple_loss=0.3703, pruned_loss=0.1319, over 2477859.26 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06876, over 23938.02 utterances.], libri_tot_loss[loss=0.4227, simple_loss=0.4688, pruned_loss=0.4615, over 2442884.17 frames. utt_duration=1271 frames, utt_pad_proportion=0.05334, over 7694.52 utterances.], giga_tot_loss[loss=0.3078, simple_loss=0.3625, pruned_loss=0.1265, over 2478459.90 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06883, over 25668.12 utterances.], batch size: 122, lr: 2.05e-03
2022-08-20 06:12:38,896 INFO [train.py:927] (4/8) Epoch 1, batch 9500, giga_loss[loss=0.3175, simple_loss=0.3792, pruned_loss=0.1278, over 12398.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03639, over 113.00 utterances.], tot_loss[loss=0.3182, simple_loss=0.3758, pruned_loss=0.1303, over 2477818.63 frames. utt_duration=431.3 frames, utt_pad_proportion=0.06543, over 23044.05 utterances.], libri_tot_loss[loss=0.4243, simple_loss=0.4722, pruned_loss=0.4518, over 2443804.15 frames. utt_duration=1274 frames, utt_pad_proportion=0.05275, over 7683.15 utterances.], giga_tot_loss[loss=0.3059, simple_loss=0.3632, pruned_loss=0.1243, over 2478543.42 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06601, over 24926.02 utterances.], batch size: 113, lr: 2.05e-03
2022-08-20 06:14:49,648 INFO [train.py:927] (4/8) Epoch 1, batch 9550, giga_loss[loss=0.295, simple_loss=0.3685, pruned_loss=0.1108, over 12367.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03204, over 97.00 utterances.], tot_loss[loss=0.3174, simple_loss=0.3748, pruned_loss=0.13, over 2477642.32 frames. utt_duration=415.2 frames, utt_pad_proportion=0.07061, over 23937.57 utterances.], libri_tot_loss[loss=0.4237, simple_loss=0.4716, pruned_loss=0.4463, over 2444330.40 frames. utt_duration=1275 frames, utt_pad_proportion=0.05205, over 7675.46 utterances.], giga_tot_loss[loss=0.3063, simple_loss=0.3636, pruned_loss=0.1245, over 2478346.58 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07091, over 25707.41 utterances.], batch size: 97, lr: 2.04e-03
2022-08-20 06:17:05,733 INFO [train.py:927] (4/8) Epoch 1, batch 9600, giga_loss[loss=0.2568, simple_loss=0.3503, pruned_loss=0.08163, over 12340.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.0296, over 66.00 utterances.], tot_loss[loss=0.315, simple_loss=0.3719, pruned_loss=0.129, over 2477484.17 frames. utt_duration=406.5 frames, utt_pad_proportion=0.07151, over 24449.01 utterances.], libri_tot_loss[loss=0.4212, simple_loss=0.4685, pruned_loss=0.4363, over 2444916.82 frames. utt_duration=1278 frames, utt_pad_proportion=0.05167, over 7658.85 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.3626, pruned_loss=0.1236, over 2478563.19 frames. utt_duration=376.6 frames, utt_pad_proportion=0.07198, over 26411.20 utterances.], batch size: 66, lr: 2.04e-03
2022-08-20 06:19:22,739 INFO [train.py:927] (4/8) Epoch 1, batch 9650, giga_loss[loss=0.3084, simple_loss=0.3789, pruned_loss=0.119, over 12443.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02883, over 122.00 utterances.], tot_loss[loss=0.3146, simple_loss=0.3716, pruned_loss=0.1288, over 2477217.89 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06756, over 23968.97 utterances.], libri_tot_loss[loss=0.4195, simple_loss=0.466, pruned_loss=0.4285, over 2445247.99 frames. utt_duration=1285 frames, utt_pad_proportion=0.05067, over 7623.35 utterances.], giga_tot_loss[loss=0.3053, simple_loss=0.3639, pruned_loss=0.1234, over 2478685.30 frames. utt_duration=382.3 frames, utt_pad_proportion=0.0686, over 26012.85 utterances.], batch size: 122, lr: 2.03e-03
2022-08-20 06:21:45,453 INFO [train.py:927] (4/8) Epoch 1, batch 9700, giga_loss[loss=0.2929, simple_loss=0.3452, pruned_loss=0.1203, over 12384.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03036, over 62.00 utterances.], tot_loss[loss=0.3142, simple_loss=0.3714, pruned_loss=0.1285, over 2477125.09 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06276, over 23284.83 utterances.], libri_tot_loss[loss=0.4195, simple_loss=0.4658, pruned_loss=0.4261, over 2445435.18 frames. utt_duration=1285 frames, utt_pad_proportion=0.0503, over 7620.15 utterances.], giga_tot_loss[loss=0.306, simple_loss=0.3647, pruned_loss=0.1237, over 2478390.33 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06406, over 25032.55 utterances.], batch size: 62, lr: 2.03e-03
2022-08-20 06:23:58,852 INFO [train.py:927] (4/8) Epoch 1, batch 9750, giga_loss[loss=0.2666, simple_loss=0.3445, pruned_loss=0.09436, over 12447.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03383, over 98.00 utterances.], tot_loss[loss=0.3154, simple_loss=0.3727, pruned_loss=0.1291, over 2477479.00 frames. utt_duration=433.7 frames, utt_pad_proportion=0.06183, over 22914.24 utterances.], libri_tot_loss[loss=0.4207, simple_loss=0.4671, pruned_loss=0.4172, over 2446342.14 frames. utt_duration=1275 frames, utt_pad_proportion=0.05366, over 7683.60 utterances.], giga_tot_loss[loss=0.3042, simple_loss=0.363, pruned_loss=0.1227, over 2478797.87 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06222, over 24813.22 utterances.], batch size: 98, lr: 2.03e-03
2022-08-20 06:26:00,489 INFO [train.py:927] (4/8) Epoch 1, batch 9800, giga_loss[loss=0.3093, simple_loss=0.3794, pruned_loss=0.1196, over 12438.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.03166, over 122.00 utterances.], tot_loss[loss=0.311, simple_loss=0.3689, pruned_loss=0.1265, over 2477470.40 frames. utt_duration=432.3 frames, utt_pad_proportion=0.06128, over 22984.73 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.463, pruned_loss=0.4074, over 2447015.25 frames. utt_duration=1280 frames, utt_pad_proportion=0.0533, over 7657.61 utterances.], giga_tot_loss[loss=0.302, simple_loss=0.3618, pruned_loss=0.1211, over 2478916.58 frames. utt_duration=397.2 frames, utt_pad_proportion=0.0618, over 25040.24 utterances.], batch size: 122, lr: 2.02e-03
2022-08-20 06:27:55,583 INFO [train.py:927] (4/8) Epoch 1, batch 9850, giga_loss[loss=0.359, simple_loss=0.3849, pruned_loss=0.1665, over 12411.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.0998, over 257.00 utterances.], tot_loss[loss=0.314, simple_loss=0.371, pruned_loss=0.1285, over 2477260.99 frames. utt_duration=432.2 frames, utt_pad_proportion=0.06005, over 22990.34 utterances.], libri_tot_loss[loss=0.4146, simple_loss=0.4608, pruned_loss=0.4007, over 2447339.61 frames. utt_duration=1282 frames, utt_pad_proportion=0.05244, over 7645.36 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3652, pruned_loss=0.1239, over 2478787.64 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06083, over 24970.58 utterances.], batch size: 257, lr: 2.02e-03
2022-08-20 06:29:45,055 INFO [train.py:927] (4/8) Epoch 1, batch 9900, giga_loss[loss=0.2836, simple_loss=0.3466, pruned_loss=0.1103, over 12360.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02708, over 48.00 utterances.], tot_loss[loss=0.3109, simple_loss=0.3674, pruned_loss=0.1272, over 2476935.82 frames. utt_duration=437.9 frames, utt_pad_proportion=0.05807, over 22688.03 utterances.], libri_tot_loss[loss=0.4127, simple_loss=0.4586, pruned_loss=0.3945, over 2447864.07 frames. utt_duration=1285 frames, utt_pad_proportion=0.05165, over 7626.28 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.3627, pruned_loss=0.123, over 2478331.94 frames. utt_duration=403.8 frames, utt_pad_proportion=0.05911, over 24624.43 utterances.], batch size: 48, lr: 2.01e-03
2022-08-20 06:31:40,533 INFO [train.py:927] (4/8) Epoch 1, batch 9950, giga_loss[loss=0.4577, simple_loss=0.4678, pruned_loss=0.2238, over 12443.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.04158, over 26.00 utterances.], tot_loss[loss=0.3193, simple_loss=0.3724, pruned_loss=0.1331, over 2477141.81 frames. utt_duration=435.5 frames, utt_pad_proportion=0.05939, over 22815.09 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.458, pruned_loss=0.392, over 2448180.36 frames. utt_duration=1283 frames, utt_pad_proportion=0.0518, over 7643.64 utterances.], giga_tot_loss[loss=0.3125, simple_loss=0.368, pruned_loss=0.1285, over 2478352.14 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06012, over 24533.71 utterances.], batch size: 26, lr: 2.01e-03
2022-08-20 06:33:22,702 INFO [train.py:927] (4/8) Epoch 1, batch 10000, libri_loss[loss=0.3367, simple_loss=0.3956, pruned_loss=0.1389, over 12220.00 frames. utt_duration=1439 frames, utt_pad_proportion=0.007343, over 34.00 utterances.], tot_loss[loss=0.3379, simple_loss=0.3847, pruned_loss=0.1456, over 2476585.21 frames. utt_duration=459.6 frames, utt_pad_proportion=0.05809, over 21615.48 utterances.], libri_tot_loss[loss=0.4155, simple_loss=0.4569, pruned_loss=0.3867, over 2448920.94 frames. utt_duration=1287 frames, utt_pad_proportion=0.05022, over 7618.20 utterances.], giga_tot_loss[loss=0.3273, simple_loss=0.3793, pruned_loss=0.1376, over 2477937.24 frames. utt_duration=422.1 frames, utt_pad_proportion=0.05931, over 23552.85 utterances.], batch size: 34, lr: 2.01e-03
2022-08-20 06:35:14,252 INFO [train.py:927] (4/8) Epoch 1, batch 10050, giga_loss[loss=0.2676, simple_loss=0.3213, pruned_loss=0.107, over 12376.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03046, over 58.00 utterances.], tot_loss[loss=0.3363, simple_loss=0.3822, pruned_loss=0.1452, over 2475797.11 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06006, over 20793.44 utterances.], libri_tot_loss[loss=0.412, simple_loss=0.4535, pruned_loss=0.377, over 2450287.97 frames. utt_duration=1294 frames, utt_pad_proportion=0.04876, over 7584.09 utterances.], giga_tot_loss[loss=0.3281, simple_loss=0.3782, pruned_loss=0.139, over 2476630.77 frames. utt_duration=434.5 frames, utt_pad_proportion=0.06145, over 22867.79 utterances.], batch size: 58, lr: 2.00e-03
2022-08-20 06:36:59,464 INFO [train.py:927] (4/8) Epoch 1, batch 10100, giga_loss[loss=0.3454, simple_loss=0.3607, pruned_loss=0.1651, over 12365.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.3275, simple_loss=0.3739, pruned_loss=0.1405, over 2476009.15 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06061, over 20370.00 utterances.], libri_tot_loss[loss=0.4104, simple_loss=0.4521, pruned_loss=0.3713, over 2450651.45 frames. utt_duration=1291 frames, utt_pad_proportion=0.04812, over 7599.31 utterances.], giga_tot_loss[loss=0.3206, simple_loss=0.3705, pruned_loss=0.1354, over 2476886.83 frames. utt_duration=445.8 frames, utt_pad_proportion=0.06197, over 22289.62 utterances.], batch size: 257, lr: 2.00e-03
2022-08-20 06:38:40,311 INFO [train.py:927] (4/8) Epoch 1, batch 10150, giga_loss[loss=0.2449, simple_loss=0.2974, pruned_loss=0.09617, over 12412.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.03716, over 31.00 utterances.], tot_loss[loss=0.3168, simple_loss=0.3638, pruned_loss=0.1349, over 2475337.99 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06097, over 19918.52 utterances.], libri_tot_loss[loss=0.4083, simple_loss=0.45, pruned_loss=0.3647, over 2451037.28 frames. utt_duration=1291 frames, utt_pad_proportion=0.04733, over 7600.55 utterances.], giga_tot_loss[loss=0.3109, simple_loss=0.3606, pruned_loss=0.1306, over 2476338.59 frames. utt_duration=456.2 frames, utt_pad_proportion=0.0624, over 21777.07 utterances.], batch size: 31, lr: 1.99e-03
2022-08-20 06:40:22,826 INFO [train.py:927] (4/8) Epoch 1, batch 10200, giga_loss[loss=0.2961, simple_loss=0.3172, pruned_loss=0.1375, over 12371.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1853, over 361.00 utterances.], tot_loss[loss=0.3152, simple_loss=0.3651, pruned_loss=0.1326, over 2475620.63 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06282, over 19404.75 utterances.], libri_tot_loss[loss=0.4112, simple_loss=0.4555, pruned_loss=0.3577, over 2451796.45 frames. utt_duration=1275 frames, utt_pad_proportion=0.05102, over 7702.67 utterances.], giga_tot_loss[loss=0.3041, simple_loss=0.3542, pruned_loss=0.127, over 2476611.22 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06276, over 21254.05 utterances.], batch size: 361, lr: 1.99e-03
2022-08-20 06:42:02,657 INFO [train.py:927] (4/8) Epoch 1, batch 10250, giga_loss[loss=0.2276, simple_loss=0.2784, pruned_loss=0.08845, over 12478.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03621, over 40.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3566, pruned_loss=0.1281, over 2474468.17 frames. utt_duration=514 frames, utt_pad_proportion=0.06472, over 19310.64 utterances.], libri_tot_loss[loss=0.4082, simple_loss=0.4529, pruned_loss=0.3508, over 2451888.76 frames. utt_duration=1281 frames, utt_pad_proportion=0.05001, over 7662.19 utterances.], giga_tot_loss[loss=0.2975, simple_loss=0.3477, pruned_loss=0.1236, over 2475846.13 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06499, over 21163.81 utterances.], batch size: 40, lr: 1.99e-03
2022-08-20 06:43:45,407 INFO [train.py:927] (4/8) Epoch 1, batch 10300, giga_loss[loss=0.2209, simple_loss=0.2839, pruned_loss=0.07896, over 12147.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.045, over 28.00 utterances.], tot_loss[loss=0.2973, simple_loss=0.3476, pruned_loss=0.1235, over 2474171.87 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06861, over 19966.95 utterances.], libri_tot_loss[loss=0.408, simple_loss=0.4524, pruned_loss=0.3491, over 2452076.87 frames. utt_duration=1281 frames, utt_pad_proportion=0.04971, over 7668.57 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.3401, pruned_loss=0.1195, over 2475273.57 frames. utt_duration=461.4 frames, utt_pad_proportion=0.0687, over 21524.21 utterances.], batch size: 28, lr: 1.98e-03
2022-08-20 06:45:27,355 INFO [train.py:927] (4/8) Epoch 1, batch 10350, libri_loss[loss=0.3794, simple_loss=0.4245, pruned_loss=0.1672, over 12464.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004905, over 35.00 utterances.], tot_loss[loss=0.2885, simple_loss=0.3398, pruned_loss=0.1186, over 2473755.90 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06623, over 19357.51 utterances.], libri_tot_loss[loss=0.4067, simple_loss=0.4507, pruned_loss=0.3445, over 2452670.56 frames. utt_duration=1281 frames, utt_pad_proportion=0.04965, over 7665.60 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3329, pruned_loss=0.1145, over 2474592.99 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06666, over 20874.81 utterances.], batch size: 35, lr: 1.98e-03
2022-08-20 06:47:10,052 INFO [train.py:927] (4/8) Epoch 1, batch 10400, giga_loss[loss=0.2238, simple_loss=0.289, pruned_loss=0.07924, over 12344.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03313, over 58.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3339, pruned_loss=0.1159, over 2474059.52 frames. utt_duration=524.4 frames, utt_pad_proportion=0.07005, over 18922.75 utterances.], libri_tot_loss[loss=0.4085, simple_loss=0.4517, pruned_loss=0.3426, over 2452983.77 frames. utt_duration=1280 frames, utt_pad_proportion=0.05011, over 7674.28 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3254, pruned_loss=0.1102, over 2474828.79 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07012, over 20329.76 utterances.], batch size: 58, lr: 1.97e-03
2022-08-20 06:48:53,475 INFO [train.py:927] (4/8) Epoch 1, batch 10450, giga_loss[loss=0.3846, simple_loss=0.4148, pruned_loss=0.1772, over 12422.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06159, over 183.00 utterances.], tot_loss[loss=0.2889, simple_loss=0.3381, pruned_loss=0.1199, over 2473392.02 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07396, over 19927.71 utterances.], libri_tot_loss[loss=0.4078, simple_loss=0.4505, pruned_loss=0.3385, over 2452576.75 frames. utt_duration=1285 frames, utt_pad_proportion=0.04919, over 7645.71 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3298, pruned_loss=0.114, over 2474891.10 frames. utt_duration=465 frames, utt_pad_proportion=0.07427, over 21355.68 utterances.], batch size: 183, lr: 1.97e-03
2022-08-20 06:50:38,668 INFO [train.py:927] (4/8) Epoch 1, batch 10500, giga_loss[loss=0.4087, simple_loss=0.4508, pruned_loss=0.1833, over 12375.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02649, over 70.00 utterances.], tot_loss[loss=0.3081, simple_loss=0.3562, pruned_loss=0.13, over 2473626.56 frames. utt_duration=502.7 frames, utt_pad_proportion=0.07165, over 19741.06 utterances.], libri_tot_loss[loss=0.4087, simple_loss=0.4527, pruned_loss=0.3368, over 2452444.75 frames. utt_duration=1286 frames, utt_pad_proportion=0.04882, over 7636.28 utterances.], giga_tot_loss[loss=0.2984, simple_loss=0.3467, pruned_loss=0.125, over 2475109.81 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07221, over 20982.99 utterances.], batch size: 70, lr: 1.97e-03
2022-08-20 06:52:22,289 INFO [train.py:927] (4/8) Epoch 1, batch 10550, giga_loss[loss=0.2692, simple_loss=0.3333, pruned_loss=0.1025, over 12286.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02603, over 42.00 utterances.], tot_loss[loss=0.3167, simple_loss=0.3647, pruned_loss=0.1344, over 2473565.87 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0735, over 19460.65 utterances.], libri_tot_loss[loss=0.4089, simple_loss=0.4525, pruned_loss=0.334, over 2452782.19 frames. utt_duration=1283 frames, utt_pad_proportion=0.04895, over 7653.68 utterances.], giga_tot_loss[loss=0.3071, simple_loss=0.3556, pruned_loss=0.1293, over 2474798.09 frames. utt_duration=481 frames, utt_pad_proportion=0.074, over 20645.04 utterances.], batch size: 42, lr: 1.96e-03
2022-08-20 06:54:04,116 INFO [train.py:927] (4/8) Epoch 1, batch 10600, libri_loss[loss=0.3671, simple_loss=0.4085, pruned_loss=0.1628, over 12388.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007304, over 31.00 utterances.], tot_loss[loss=0.3324, simple_loss=0.3764, pruned_loss=0.1442, over 2473301.39 frames. utt_duration=518.1 frames, utt_pad_proportion=0.07319, over 19150.60 utterances.], libri_tot_loss[loss=0.4185, simple_loss=0.4579, pruned_loss=0.3357, over 2453222.70 frames. utt_duration=1286 frames, utt_pad_proportion=0.04783, over 7641.04 utterances.], giga_tot_loss[loss=0.314, simple_loss=0.362, pruned_loss=0.1329, over 2474521.99 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07425, over 20479.82 utterances.], batch size: 31, lr: 1.96e-03
2022-08-20 06:55:48,109 INFO [train.py:927] (4/8) Epoch 1, batch 10650, giga_loss[loss=0.3288, simple_loss=0.3764, pruned_loss=0.1406, over 12378.00 frames. utt_duration=972.1 frames, utt_pad_proportion=0.03174, over 51.00 utterances.], tot_loss[loss=0.3356, simple_loss=0.3791, pruned_loss=0.1461, over 2472600.87 frames. utt_duration=523.8 frames, utt_pad_proportion=0.07558, over 18934.36 utterances.], libri_tot_loss[loss=0.4177, simple_loss=0.4572, pruned_loss=0.333, over 2453710.78 frames. utt_duration=1273 frames, utt_pad_proportion=0.05157, over 7720.41 utterances.], giga_tot_loss[loss=0.3206, simple_loss=0.3673, pruned_loss=0.137, over 2473384.70 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07513, over 20062.81 utterances.], batch size: 51, lr: 1.96e-03
2022-08-20 06:57:32,719 INFO [train.py:927] (4/8) Epoch 1, batch 10700, giga_loss[loss=0.3246, simple_loss=0.3913, pruned_loss=0.129, over 12436.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03183, over 80.00 utterances.], tot_loss[loss=0.3378, simple_loss=0.3821, pruned_loss=0.1468, over 2472996.47 frames. utt_duration=526.9 frames, utt_pad_proportion=0.07222, over 18827.39 utterances.], libri_tot_loss[loss=0.4164, simple_loss=0.4558, pruned_loss=0.3302, over 2453668.39 frames. utt_duration=1275 frames, utt_pad_proportion=0.05099, over 7704.69 utterances.], giga_tot_loss[loss=0.3261, simple_loss=0.3729, pruned_loss=0.1396, over 2473910.98 frames. utt_duration=499 frames, utt_pad_proportion=0.07234, over 19891.09 utterances.], batch size: 80, lr: 1.95e-03
2022-08-20 06:59:16,126 INFO [train.py:927] (4/8) Epoch 1, batch 10750, giga_loss[loss=0.3237, simple_loss=0.3776, pruned_loss=0.1349, over 12258.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.03015, over 42.00 utterances.], tot_loss[loss=0.3386, simple_loss=0.3841, pruned_loss=0.1465, over 2472749.83 frames. utt_duration=537.4 frames, utt_pad_proportion=0.07024, over 18456.90 utterances.], libri_tot_loss[loss=0.4152, simple_loss=0.4548, pruned_loss=0.3274, over 2453890.69 frames. utt_duration=1276 frames, utt_pad_proportion=0.05051, over 7702.12 utterances.], giga_tot_loss[loss=0.3293, simple_loss=0.3769, pruned_loss=0.1409, over 2473546.17 frames. utt_duration=510.3 frames, utt_pad_proportion=0.07071, over 19444.19 utterances.], batch size: 42, lr: 1.95e-03
2022-08-20 07:00:57,542 INFO [train.py:927] (4/8) Epoch 1, batch 10800, giga_loss[loss=0.2944, simple_loss=0.3628, pruned_loss=0.113, over 12424.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03126, over 80.00 utterances.], tot_loss[loss=0.3406, simple_loss=0.3878, pruned_loss=0.1467, over 2472989.64 frames. utt_duration=537.5 frames, utt_pad_proportion=0.07358, over 18456.13 utterances.], libri_tot_loss[loss=0.4149, simple_loss=0.4554, pruned_loss=0.3213, over 2454541.25 frames. utt_duration=1275 frames, utt_pad_proportion=0.04973, over 7710.20 utterances.], giga_tot_loss[loss=0.3306, simple_loss=0.3788, pruned_loss=0.1412, over 2473720.40 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07442, over 19647.37 utterances.], batch size: 80, lr: 1.94e-03
2022-08-20 07:02:41,022 INFO [train.py:927] (4/8) Epoch 1, batch 10850, giga_loss[loss=0.3308, simple_loss=0.3825, pruned_loss=0.1395, over 12453.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03665, over 105.00 utterances.], tot_loss[loss=0.3395, simple_loss=0.3888, pruned_loss=0.1451, over 2471934.11 frames. utt_duration=567.2 frames, utt_pad_proportion=0.07054, over 17478.34 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.4554, pruned_loss=0.3155, over 2454630.91 frames. utt_duration=1280 frames, utt_pad_proportion=0.04857, over 7679.61 utterances.], giga_tot_loss[loss=0.3292, simple_loss=0.3791, pruned_loss=0.1396, over 2473064.04 frames. utt_duration=526.9 frames, utt_pad_proportion=0.07215, over 18828.80 utterances.], batch size: 105, lr: 1.94e-03
2022-08-20 07:04:26,349 INFO [train.py:927] (4/8) Epoch 1, batch 10900, giga_loss[loss=0.3258, simple_loss=0.3694, pruned_loss=0.1412, over 12448.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03512, over 37.00 utterances.], tot_loss[loss=0.3394, simple_loss=0.3874, pruned_loss=0.1457, over 2472096.51 frames. utt_duration=598 frames, utt_pad_proportion=0.06595, over 16577.92 utterances.], libri_tot_loss[loss=0.4129, simple_loss=0.4539, pruned_loss=0.3121, over 2455144.71 frames. utt_duration=1284 frames, utt_pad_proportion=0.04788, over 7656.19 utterances.], giga_tot_loss[loss=0.3312, simple_loss=0.3798, pruned_loss=0.1413, over 2472849.91 frames. utt_duration=556 frames, utt_pad_proportion=0.06799, over 17839.13 utterances.], batch size: 37, lr: 1.94e-03
2022-08-20 07:06:12,243 INFO [train.py:927] (4/8) Epoch 1, batch 10950, giga_loss[loss=0.379, simple_loss=0.3999, pruned_loss=0.1791, over 12390.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.03699, over 26.00 utterances.], tot_loss[loss=0.3408, simple_loss=0.3869, pruned_loss=0.1473, over 2471805.45 frames. utt_duration=607.3 frames, utt_pad_proportion=0.0654, over 16320.54 utterances.], libri_tot_loss[loss=0.4113, simple_loss=0.4523, pruned_loss=0.3082, over 2455408.77 frames. utt_duration=1287 frames, utt_pad_proportion=0.04706, over 7641.86 utterances.], giga_tot_loss[loss=0.3341, simple_loss=0.3809, pruned_loss=0.1436, over 2472540.16 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06753, over 17533.07 utterances.], batch size: 26, lr: 1.93e-03
2022-08-20 07:07:57,357 INFO [train.py:927] (4/8) Epoch 1, batch 11000, giga_loss[loss=0.3146, simple_loss=0.3648, pruned_loss=0.1322, over 12339.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03607, over 104.00 utterances.], tot_loss[loss=0.3402, simple_loss=0.3853, pruned_loss=0.1475, over 2471987.60 frames. utt_duration=607 frames, utt_pad_proportion=0.06079, over 16331.26 utterances.], libri_tot_loss[loss=0.4122, simple_loss=0.4521, pruned_loss=0.3062, over 2455406.63 frames. utt_duration=1291 frames, utt_pad_proportion=0.04618, over 7619.08 utterances.], giga_tot_loss[loss=0.3323, simple_loss=0.3791, pruned_loss=0.1427, over 2472943.37 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06329, over 17515.40 utterances.], batch size: 104, lr: 1.93e-03
2022-08-20 07:09:43,630 INFO [train.py:927] (4/8) Epoch 1, batch 11050, giga_loss[loss=0.2682, simple_loss=0.3323, pruned_loss=0.102, over 12363.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02902, over 70.00 utterances.], tot_loss[loss=0.337, simple_loss=0.3827, pruned_loss=0.1457, over 2472508.88 frames. utt_duration=580 frames, utt_pad_proportion=0.06737, over 17096.49 utterances.], libri_tot_loss[loss=0.4129, simple_loss=0.4521, pruned_loss=0.3051, over 2455820.86 frames. utt_duration=1275 frames, utt_pad_proportion=0.05084, over 7713.15 utterances.], giga_tot_loss[loss=0.3292, simple_loss=0.3769, pruned_loss=0.1408, over 2473120.16 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06731, over 18070.22 utterances.], batch size: 70, lr: 1.93e-03
2022-08-20 07:11:26,644 INFO [train.py:927] (4/8) Epoch 1, batch 11100, libri_loss[loss=0.3509, simple_loss=0.4368, pruned_loss=0.1325, over 12195.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007642, over 30.00 utterances.], tot_loss[loss=0.3278, simple_loss=0.3755, pruned_loss=0.14, over 2472175.27 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06509, over 17547.29 utterances.], libri_tot_loss[loss=0.4118, simple_loss=0.4511, pruned_loss=0.301, over 2455450.57 frames. utt_duration=1276 frames, utt_pad_proportion=0.05065, over 7703.61 utterances.], giga_tot_loss[loss=0.3204, simple_loss=0.3698, pruned_loss=0.1355, over 2473480.80 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06542, over 18618.39 utterances.], batch size: 30, lr: 1.92e-03
2022-08-20 07:13:12,195 INFO [train.py:927] (4/8) Epoch 1, batch 11150, libri_loss[loss=0.4277, simple_loss=0.4602, pruned_loss=0.1976, over 12474.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006742, over 37.00 utterances.], tot_loss[loss=0.3194, simple_loss=0.3685, pruned_loss=0.1351, over 2472743.70 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06723, over 18261.68 utterances.], libri_tot_loss[loss=0.4103, simple_loss=0.4501, pruned_loss=0.2971, over 2455765.92 frames. utt_duration=1281 frames, utt_pad_proportion=0.04975, over 7675.40 utterances.], giga_tot_loss[loss=0.3127, simple_loss=0.3629, pruned_loss=0.1312, over 2473871.80 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06782, over 19379.44 utterances.], batch size: 37, lr: 1.92e-03
2022-08-20 07:14:55,810 INFO [train.py:927] (4/8) Epoch 1, batch 11200, giga_loss[loss=0.2968, simple_loss=0.3523, pruned_loss=0.1206, over 12247.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03113, over 45.00 utterances.], tot_loss[loss=0.3171, simple_loss=0.3664, pruned_loss=0.1339, over 2472714.24 frames. utt_duration=539.5 frames, utt_pad_proportion=0.0688, over 18384.63 utterances.], libri_tot_loss[loss=0.4085, simple_loss=0.4483, pruned_loss=0.2934, over 2456066.93 frames. utt_duration=1286 frames, utt_pad_proportion=0.04901, over 7645.86 utterances.], giga_tot_loss[loss=0.3113, simple_loss=0.3617, pruned_loss=0.1304, over 2473729.31 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06961, over 19552.20 utterances.], batch size: 45, lr: 1.92e-03
2022-08-20 07:16:38,070 INFO [train.py:927] (4/8) Epoch 1, batch 11250, giga_loss[loss=0.2756, simple_loss=0.326, pruned_loss=0.1126, over 12261.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02727, over 45.00 utterances.], tot_loss[loss=0.3101, simple_loss=0.3604, pruned_loss=0.1298, over 2472598.78 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06327, over 17219.97 utterances.], libri_tot_loss[loss=0.408, simple_loss=0.4479, pruned_loss=0.2927, over 2456060.60 frames. utt_duration=1288 frames, utt_pad_proportion=0.04895, over 7634.63 utterances.], giga_tot_loss[loss=0.3055, simple_loss=0.3568, pruned_loss=0.1271, over 2473480.79 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06427, over 18192.31 utterances.], batch size: 45, lr: 1.91e-03
2022-08-20 07:18:23,606 INFO [train.py:927] (4/8) Epoch 1, batch 11300, giga_loss[loss=0.2845, simple_loss=0.3351, pruned_loss=0.117, over 12393.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.02921, over 62.00 utterances.], tot_loss[loss=0.3079, simple_loss=0.3578, pruned_loss=0.129, over 2472430.42 frames. utt_duration=594 frames, utt_pad_proportion=0.06053, over 16692.26 utterances.], libri_tot_loss[loss=0.4101, simple_loss=0.4489, pruned_loss=0.2921, over 2456367.13 frames. utt_duration=1276 frames, utt_pad_proportion=0.05303, over 7707.24 utterances.], giga_tot_loss[loss=0.3005, simple_loss=0.3523, pruned_loss=0.1243, over 2473155.15 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05997, over 17568.51 utterances.], batch size: 62, lr: 1.91e-03
2022-08-20 07:20:06,053 INFO [train.py:927] (4/8) Epoch 1, batch 11350, giga_loss[loss=0.2577, simple_loss=0.3191, pruned_loss=0.09818, over 12383.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02581, over 66.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.353, pruned_loss=0.1263, over 2472673.27 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05614, over 16135.86 utterances.], libri_tot_loss[loss=0.4112, simple_loss=0.449, pruned_loss=0.2915, over 2456590.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.05242, over 7696.69 utterances.], giga_tot_loss[loss=0.2943, simple_loss=0.3471, pruned_loss=0.1207, over 2473254.97 frames. utt_duration=585 frames, utt_pad_proportion=0.05615, over 16954.78 utterances.], batch size: 66, lr: 1.90e-03
2022-08-20 07:21:47,732 INFO [train.py:927] (4/8) Epoch 1, batch 11400, libri_loss[loss=0.43, simple_loss=0.4189, pruned_loss=0.2206, over 12448.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.01042, over 39.00 utterances.], tot_loss[loss=0.3008, simple_loss=0.3493, pruned_loss=0.1262, over 2472193.89 frames. utt_duration=648.2 frames, utt_pad_proportion=0.05181, over 15290.74 utterances.], libri_tot_loss[loss=0.4138, simple_loss=0.4492, pruned_loss=0.2919, over 2456821.21 frames. utt_duration=1279 frames, utt_pad_proportion=0.05173, over 7690.89 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.3426, pruned_loss=0.1183, over 2472730.89 frames. utt_duration=616 frames, utt_pad_proportion=0.05232, over 16096.03 utterances.], batch size: 39, lr: 1.90e-03
2022-08-20 07:23:30,162 INFO [train.py:927] (4/8) Epoch 1, batch 11450, giga_loss[loss=0.2657, simple_loss=0.3072, pruned_loss=0.1121, over 12243.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.02834, over 39.00 utterances.], tot_loss[loss=0.2947, simple_loss=0.3446, pruned_loss=0.1224, over 2471183.63 frames. utt_duration=669.9 frames, utt_pad_proportion=0.04921, over 14788.60 utterances.], libri_tot_loss[loss=0.4112, simple_loss=0.4469, pruned_loss=0.2874, over 2456922.44 frames. utt_duration=1287 frames, utt_pad_proportion=0.05088, over 7646.67 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3386, pruned_loss=0.1157, over 2471922.76 frames. utt_duration=632.5 frames, utt_pad_proportion=0.05012, over 15669.33 utterances.], batch size: 39, lr: 1.90e-03
2022-08-20 07:25:17,044 INFO [train.py:927] (4/8) Epoch 1, batch 11500, giga_loss[loss=0.2716, simple_loss=0.3255, pruned_loss=0.1089, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03341, over 40.00 utterances.], tot_loss[loss=0.2987, simple_loss=0.3476, pruned_loss=0.1249, over 2471473.36 frames. utt_duration=631.2 frames, utt_pad_proportion=0.0545, over 15700.41 utterances.], libri_tot_loss[loss=0.4108, simple_loss=0.4465, pruned_loss=0.2867, over 2456925.83 frames. utt_duration=1288 frames, utt_pad_proportion=0.0507, over 7640.44 utterances.], giga_tot_loss[loss=0.2909, simple_loss=0.3428, pruned_loss=0.1195, over 2472109.53 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05503, over 16427.17 utterances.], batch size: 40, lr: 1.89e-03
2022-08-20 07:27:02,891 INFO [train.py:927] (4/8) Epoch 1, batch 11550, giga_loss[loss=0.3087, simple_loss=0.362, pruned_loss=0.1277, over 12460.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.04075, over 26.00 utterances.], tot_loss[loss=0.3081, simple_loss=0.3563, pruned_loss=0.1299, over 2471618.91 frames. utt_duration=600 frames, utt_pad_proportion=0.06289, over 16519.73 utterances.], libri_tot_loss[loss=0.4112, simple_loss=0.448, pruned_loss=0.2854, over 2456872.41 frames. utt_duration=1284 frames, utt_pad_proportion=0.05121, over 7661.06 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.3503, pruned_loss=0.1255, over 2472285.86 frames. utt_duration=578.3 frames, utt_pad_proportion=0.06279, over 17144.95 utterances.], batch size: 26, lr: 1.89e-03
2022-08-20 07:28:46,734 INFO [train.py:927] (4/8) Epoch 1, batch 11600, giga_loss[loss=0.3007, simple_loss=0.3586, pruned_loss=0.1214, over 12415.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03059, over 80.00 utterances.], tot_loss[loss=0.3217, simple_loss=0.368, pruned_loss=0.1377, over 2472689.55 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06801, over 17344.09 utterances.], libri_tot_loss[loss=0.4128, simple_loss=0.4494, pruned_loss=0.2829, over 2457268.08 frames. utt_duration=1288 frames, utt_pad_proportion=0.05024, over 7641.12 utterances.], giga_tot_loss[loss=0.3112, simple_loss=0.3593, pruned_loss=0.1316, over 2473361.43 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06824, over 18163.49 utterances.], batch size: 80, lr: 1.89e-03
2022-08-20 07:30:31,022 INFO [train.py:927] (4/8) Epoch 1, batch 11650, giga_loss[loss=0.3456, simple_loss=0.3984, pruned_loss=0.1464, over 12430.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.03981, over 26.00 utterances.], tot_loss[loss=0.3327, simple_loss=0.3767, pruned_loss=0.1443, over 2473114.32 frames. utt_duration=526.9 frames, utt_pad_proportion=0.07897, over 18829.53 utterances.], libri_tot_loss[loss=0.4117, simple_loss=0.4484, pruned_loss=0.28, over 2457287.46 frames. utt_duration=1276 frames, utt_pad_proportion=0.05374, over 7711.12 utterances.], giga_tot_loss[loss=0.3234, simple_loss=0.369, pruned_loss=0.1389, over 2473983.90 frames. utt_duration=505 frames, utt_pad_proportion=0.07771, over 19653.78 utterances.], batch size: 26, lr: 1.88e-03
2022-08-20 07:32:14,159 INFO [train.py:927] (4/8) Epoch 1, batch 11700, libri_loss[loss=0.3419, simple_loss=0.3808, pruned_loss=0.1516, over 12452.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005704, over 32.00 utterances.], tot_loss[loss=0.3297, simple_loss=0.3754, pruned_loss=0.142, over 2473166.32 frames. utt_duration=521.2 frames, utt_pad_proportion=0.07448, over 19034.19 utterances.], libri_tot_loss[loss=0.4113, simple_loss=0.4478, pruned_loss=0.2784, over 2457744.15 frames. utt_duration=1278 frames, utt_pad_proportion=0.05309, over 7702.47 utterances.], giga_tot_loss[loss=0.3216, simple_loss=0.3688, pruned_loss=0.1372, over 2473645.79 frames. utt_duration=500 frames, utt_pad_proportion=0.074, over 19848.25 utterances.], batch size: 32, lr: 1.88e-03
2022-08-20 07:33:58,278 INFO [train.py:927] (4/8) Epoch 1, batch 11750, giga_loss[loss=0.4813, simple_loss=0.4591, pruned_loss=0.2517, over 12389.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1038, over 258.00 utterances.], tot_loss[loss=0.3244, simple_loss=0.3725, pruned_loss=0.1382, over 2472842.87 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06957, over 18325.05 utterances.], libri_tot_loss[loss=0.4108, simple_loss=0.4474, pruned_loss=0.2772, over 2457751.23 frames. utt_duration=1280 frames, utt_pad_proportion=0.05272, over 7692.45 utterances.], giga_tot_loss[loss=0.3178, simple_loss=0.367, pruned_loss=0.1343, over 2473352.50 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06955, over 19067.21 utterances.], batch size: 258, lr: 1.88e-03
2022-08-20 07:35:41,287 INFO [train.py:927] (4/8) Epoch 1, batch 11800, giga_loss[loss=0.4584, simple_loss=0.4524, pruned_loss=0.2322, over 12392.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.3327, simple_loss=0.3802, pruned_loss=0.1427, over 2473361.98 frames. utt_duration=557 frames, utt_pad_proportion=0.06744, over 17811.18 utterances.], libri_tot_loss[loss=0.4138, simple_loss=0.4501, pruned_loss=0.2762, over 2458083.19 frames. utt_duration=1275 frames, utt_pad_proportion=0.05267, over 7723.24 utterances.], giga_tot_loss[loss=0.3227, simple_loss=0.3716, pruned_loss=0.1369, over 2473872.91 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06772, over 18648.28 utterances.], batch size: 258, lr: 1.87e-03
2022-08-20 07:37:26,365 INFO [train.py:927] (4/8) Epoch 1, batch 11850, giga_loss[loss=0.2923, simple_loss=0.3572, pruned_loss=0.1137, over 12412.00 frames. utt_duration=802.3 frames, utt_pad_proportion=0.02865, over 62.00 utterances.], tot_loss[loss=0.3458, simple_loss=0.3881, pruned_loss=0.1518, over 2472863.27 frames. utt_duration=550.6 frames, utt_pad_proportion=0.0665, over 18013.02 utterances.], libri_tot_loss[loss=0.4218, simple_loss=0.4539, pruned_loss=0.2805, over 2458554.72 frames. utt_duration=1279 frames, utt_pad_proportion=0.05199, over 7700.86 utterances.], giga_tot_loss[loss=0.3297, simple_loss=0.3769, pruned_loss=0.1413, over 2473117.12 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06708, over 18871.59 utterances.], batch size: 62, lr: 1.87e-03
2022-08-20 07:39:11,595 INFO [train.py:927] (4/8) Epoch 1, batch 11900, giga_loss[loss=0.3198, simple_loss=0.3728, pruned_loss=0.1334, over 12446.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03452, over 86.00 utterances.], tot_loss[loss=0.3429, simple_loss=0.3862, pruned_loss=0.1498, over 2472748.58 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06661, over 17692.23 utterances.], libri_tot_loss[loss=0.421, simple_loss=0.4532, pruned_loss=0.2788, over 2458782.64 frames. utt_duration=1280 frames, utt_pad_proportion=0.05138, over 7693.43 utterances.], giga_tot_loss[loss=0.3299, simple_loss=0.3771, pruned_loss=0.1414, over 2472931.51 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06738, over 18513.07 utterances.], batch size: 86, lr: 1.87e-03
2022-08-20 07:40:55,788 INFO [train.py:927] (4/8) Epoch 1, batch 11950, giga_loss[loss=0.257, simple_loss=0.3336, pruned_loss=0.09018, over 12334.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.04442, over 26.00 utterances.], tot_loss[loss=0.3357, simple_loss=0.3822, pruned_loss=0.1446, over 2473605.77 frames. utt_duration=602.8 frames, utt_pad_proportion=0.06179, over 16454.15 utterances.], libri_tot_loss[loss=0.4193, simple_loss=0.4516, pruned_loss=0.2762, over 2459163.95 frames. utt_duration=1284 frames, utt_pad_proportion=0.05065, over 7672.78 utterances.], giga_tot_loss[loss=0.3254, simple_loss=0.3751, pruned_loss=0.1379, over 2473675.23 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06303, over 17291.36 utterances.], batch size: 26, lr: 1.86e-03
2022-08-20 07:42:41,990 INFO [train.py:927] (4/8) Epoch 1, batch 12000, giga_loss[loss=0.3553, simple_loss=0.3849, pruned_loss=0.1629, over 12409.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07235, over 212.00 utterances.], tot_loss[loss=0.332, simple_loss=0.3805, pruned_loss=0.1418, over 2474173.15 frames. utt_duration=590.1 frames, utt_pad_proportion=0.06131, over 16812.62 utterances.], libri_tot_loss[loss=0.4188, simple_loss=0.4512, pruned_loss=0.2755, over 2459261.13 frames. utt_duration=1285 frames, utt_pad_proportion=0.05049, over 7664.41 utterances.], giga_tot_loss[loss=0.324, simple_loss=0.3751, pruned_loss=0.1365, over 2474206.89 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06237, over 17515.88 utterances.], batch size: 212, lr: 1.86e-03
2022-08-20 07:42:41,991 INFO [train.py:958] (4/8) Computing validation loss
2022-08-20 07:42:59,983 INFO [train.py:967] (4/8) Epoch 1, validation: loss=0.3025, simple_loss=0.3897, pruned_loss=0.1076, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 07:44:39,011 INFO [train.py:927] (4/8) Epoch 1, batch 12050, giga_loss[loss=0.2872, simple_loss=0.3493, pruned_loss=0.1125, over 12298.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.03806, over 51.00 utterances.], tot_loss[loss=0.3267, simple_loss=0.3768, pruned_loss=0.1383, over 2473804.24 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05849, over 16344.06 utterances.], libri_tot_loss[loss=0.4175, simple_loss=0.45, pruned_loss=0.2731, over 2459517.09 frames. utt_duration=1286 frames, utt_pad_proportion=0.04976, over 7660.25 utterances.], giga_tot_loss[loss=0.32, simple_loss=0.3723, pruned_loss=0.1339, over 2473864.47 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05982, over 17059.94 utterances.], batch size: 51, lr: 1.86e-03
2022-08-20 07:46:19,648 INFO [train.py:927] (4/8) Epoch 1, batch 12100, giga_loss[loss=0.2806, simple_loss=0.3511, pruned_loss=0.105, over 12259.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02525, over 54.00 utterances.], tot_loss[loss=0.3247, simple_loss=0.3754, pruned_loss=0.137, over 2472794.02 frames. utt_duration=615.4 frames, utt_pad_proportion=0.05881, over 16112.96 utterances.], libri_tot_loss[loss=0.4165, simple_loss=0.4494, pruned_loss=0.2712, over 2459625.67 frames. utt_duration=1290 frames, utt_pad_proportion=0.04937, over 7635.51 utterances.], giga_tot_loss[loss=0.319, simple_loss=0.3713, pruned_loss=0.1333, over 2472924.82 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06008, over 16825.35 utterances.], batch size: 54, lr: 1.85e-03
2022-08-20 07:47:59,622 INFO [train.py:927] (4/8) Epoch 1, batch 12150, giga_loss[loss=0.3188, simple_loss=0.3786, pruned_loss=0.1295, over 12449.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03507, over 123.00 utterances.], tot_loss[loss=0.3284, simple_loss=0.3821, pruned_loss=0.1373, over 2473436.28 frames. utt_duration=617.8 frames, utt_pad_proportion=0.0561, over 16054.18 utterances.], libri_tot_loss[loss=0.419, simple_loss=0.4549, pruned_loss=0.2698, over 2459925.80 frames. utt_duration=1292 frames, utt_pad_proportion=0.04882, over 7624.07 utterances.], giga_tot_loss[loss=0.3202, simple_loss=0.3727, pruned_loss=0.1339, over 2473476.99 frames. utt_duration=592.7 frames, utt_pad_proportion=0.05748, over 16735.89 utterances.], batch size: 123, lr: 1.85e-03
2022-08-20 07:49:42,078 INFO [train.py:927] (4/8) Epoch 1, batch 12200, giga_loss[loss=0.3159, simple_loss=0.3712, pruned_loss=0.1304, over 12400.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02564, over 48.00 utterances.], tot_loss[loss=0.3265, simple_loss=0.3816, pruned_loss=0.1357, over 2472926.77 frames. utt_duration=626.3 frames, utt_pad_proportion=0.05634, over 15831.29 utterances.], libri_tot_loss[loss=0.4196, simple_loss=0.4561, pruned_loss=0.2686, over 2459797.89 frames. utt_duration=1288 frames, utt_pad_proportion=0.04918, over 7650.43 utterances.], giga_tot_loss[loss=0.3184, simple_loss=0.3722, pruned_loss=0.1323, over 2473250.00 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05737, over 16454.70 utterances.], batch size: 48, lr: 1.85e-03
2022-08-20 07:51:21,918 INFO [train.py:927] (4/8) Epoch 1, batch 12250, giga_loss[loss=0.3092, simple_loss=0.3648, pruned_loss=0.1268, over 12463.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03483, over 86.00 utterances.], tot_loss[loss=0.3262, simple_loss=0.3798, pruned_loss=0.1363, over 2473135.50 frames. utt_duration=601 frames, utt_pad_proportion=0.06017, over 16502.70 utterances.], libri_tot_loss[loss=0.4191, simple_loss=0.4553, pruned_loss=0.2662, over 2460183.27 frames. utt_duration=1292 frames, utt_pad_proportion=0.04808, over 7624.29 utterances.], giga_tot_loss[loss=0.3177, simple_loss=0.371, pruned_loss=0.1322, over 2473394.19 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06134, over 17245.77 utterances.], batch size: 86, lr: 1.84e-03
2022-08-20 07:53:09,347 INFO [train.py:927] (4/8) Epoch 1, batch 12300, giga_loss[loss=0.3169, simple_loss=0.3665, pruned_loss=0.1336, over 12279.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02927, over 45.00 utterances.], tot_loss[loss=0.3285, simple_loss=0.378, pruned_loss=0.1395, over 2472799.41 frames. utt_duration=619.1 frames, utt_pad_proportion=0.0583, over 16016.85 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.4557, pruned_loss=0.2689, over 2460303.23 frames. utt_duration=1280 frames, utt_pad_proportion=0.0517, over 7695.53 utterances.], giga_tot_loss[loss=0.3169, simple_loss=0.3697, pruned_loss=0.132, over 2473095.73 frames. utt_duration=595.4 frames, utt_pad_proportion=0.0581, over 16657.59 utterances.], batch size: 45, lr: 1.84e-03
2022-08-20 07:54:49,106 INFO [train.py:927] (4/8) Epoch 1, batch 12350, giga_loss[loss=0.2919, simple_loss=0.3528, pruned_loss=0.1155, over 12387.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04294, over 37.00 utterances.], tot_loss[loss=0.3308, simple_loss=0.3792, pruned_loss=0.1412, over 2471722.49 frames. utt_duration=628.7 frames, utt_pad_proportion=0.06181, over 15764.12 utterances.], libri_tot_loss[loss=0.4251, simple_loss=0.4573, pruned_loss=0.2672, over 2460878.10 frames. utt_duration=1279 frames, utt_pad_proportion=0.05101, over 7703.06 utterances.], giga_tot_loss[loss=0.3163, simple_loss=0.3683, pruned_loss=0.1322, over 2471860.95 frames. utt_duration=598.2 frames, utt_pad_proportion=0.06194, over 16571.46 utterances.], batch size: 37, lr: 1.84e-03
2022-08-20 07:56:29,914 INFO [train.py:927] (4/8) Epoch 1, batch 12400, giga_loss[loss=0.2745, simple_loss=0.3304, pruned_loss=0.1093, over 12313.00 frames. utt_duration=913.5 frames, utt_pad_proportion=0.02402, over 54.00 utterances.], tot_loss[loss=0.3239, simple_loss=0.3729, pruned_loss=0.1374, over 2471794.92 frames. utt_duration=615.7 frames, utt_pad_proportion=0.06156, over 16097.01 utterances.], libri_tot_loss[loss=0.4242, simple_loss=0.4566, pruned_loss=0.2659, over 2460979.99 frames. utt_duration=1279 frames, utt_pad_proportion=0.05074, over 7704.99 utterances.], giga_tot_loss[loss=0.3124, simple_loss=0.3643, pruned_loss=0.1303, over 2471908.79 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06182, over 16794.29 utterances.], batch size: 54, lr: 1.83e-03
2022-08-20 07:58:11,396 INFO [train.py:927] (4/8) Epoch 1, batch 12450, giga_loss[loss=0.3382, simple_loss=0.3793, pruned_loss=0.1486, over 12373.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03972, over 145.00 utterances.], tot_loss[loss=0.318, simple_loss=0.3675, pruned_loss=0.1343, over 2472142.06 frames. utt_duration=599.5 frames, utt_pad_proportion=0.06182, over 16535.64 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.4555, pruned_loss=0.2644, over 2460685.06 frames. utt_duration=1283 frames, utt_pad_proportion=0.05031, over 7679.58 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.3605, pruned_loss=0.1283, over 2472677.63 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06226, over 17238.43 utterances.], batch size: 145, lr: 1.83e-03
2022-08-20 07:59:55,225 INFO [train.py:927] (4/8) Epoch 1, batch 12500, giga_loss[loss=0.3438, simple_loss=0.4049, pruned_loss=0.1414, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03478, over 123.00 utterances.], tot_loss[loss=0.3199, simple_loss=0.3688, pruned_loss=0.1354, over 2471851.23 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06532, over 17220.90 utterances.], libri_tot_loss[loss=0.4222, simple_loss=0.4548, pruned_loss=0.2628, over 2460508.72 frames. utt_duration=1286 frames, utt_pad_proportion=0.0499, over 7662.54 utterances.], giga_tot_loss[loss=0.3117, simple_loss=0.3627, pruned_loss=0.1304, over 2472558.59 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06576, over 17909.96 utterances.], batch size: 123, lr: 1.83e-03
2022-08-20 08:01:35,568 INFO [train.py:927] (4/8) Epoch 1, batch 12550, giga_loss[loss=0.3071, simple_loss=0.3632, pruned_loss=0.1255, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03387, over 40.00 utterances.], tot_loss[loss=0.3197, simple_loss=0.3709, pruned_loss=0.1343, over 2472716.10 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06322, over 17562.41 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.4567, pruned_loss=0.2626, over 2460537.17 frames. utt_duration=1287 frames, utt_pad_proportion=0.04972, over 7657.23 utterances.], giga_tot_loss[loss=0.3118, simple_loss=0.3639, pruned_loss=0.1298, over 2473296.52 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06372, over 18152.26 utterances.], batch size: 40, lr: 1.83e-03
2022-08-20 08:03:13,570 INFO [train.py:927] (4/8) Epoch 1, batch 12600, giga_loss[loss=0.2833, simple_loss=0.3448, pruned_loss=0.1109, over 12390.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0266, over 91.00 utterances.], tot_loss[loss=0.3213, simple_loss=0.3728, pruned_loss=0.1349, over 2473420.41 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06326, over 18210.16 utterances.], libri_tot_loss[loss=0.4257, simple_loss=0.4589, pruned_loss=0.2629, over 2460762.13 frames. utt_duration=1289 frames, utt_pad_proportion=0.0492, over 7644.37 utterances.], giga_tot_loss[loss=0.3117, simple_loss=0.3643, pruned_loss=0.1296, over 2473845.59 frames. utt_duration=527.3 frames, utt_pad_proportion=0.0639, over 18817.80 utterances.], batch size: 91, lr: 1.82e-03
2022-08-20 08:04:52,061 INFO [train.py:927] (4/8) Epoch 1, batch 12650, libri_loss[loss=0.472, simple_loss=0.4613, pruned_loss=0.2413, over 12474.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006583, over 37.00 utterances.], tot_loss[loss=0.3294, simple_loss=0.3786, pruned_loss=0.1401, over 2472847.03 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06653, over 18508.32 utterances.], libri_tot_loss[loss=0.4328, simple_loss=0.4641, pruned_loss=0.2654, over 2461026.82 frames. utt_duration=1293 frames, utt_pad_proportion=0.04823, over 7624.21 utterances.], giga_tot_loss[loss=0.3131, simple_loss=0.3653, pruned_loss=0.1304, over 2473302.97 frames. utt_duration=513.9 frames, utt_pad_proportion=0.0674, over 19309.14 utterances.], batch size: 37, lr: 1.82e-03
2022-08-20 08:06:31,203 INFO [train.py:927] (4/8) Epoch 1, batch 12700, giga_loss[loss=0.3042, simple_loss=0.3578, pruned_loss=0.1252, over 12349.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02877, over 66.00 utterances.], tot_loss[loss=0.3299, simple_loss=0.3787, pruned_loss=0.1406, over 2473976.51 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06469, over 18172.35 utterances.], libri_tot_loss[loss=0.4305, simple_loss=0.4619, pruned_loss=0.262, over 2462023.87 frames. utt_duration=1295 frames, utt_pad_proportion=0.047, over 7614.64 utterances.], giga_tot_loss[loss=0.3155, simple_loss=0.3672, pruned_loss=0.1319, over 2473822.69 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06615, over 19171.10 utterances.], batch size: 66, lr: 1.82e-03
2022-08-20 08:08:11,241 INFO [train.py:927] (4/8) Epoch 1, batch 12750, giga_loss[loss=0.2911, simple_loss=0.3562, pruned_loss=0.113, over 12421.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03328, over 75.00 utterances.], tot_loss[loss=0.3286, simple_loss=0.3781, pruned_loss=0.1396, over 2473670.26 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06161, over 17786.40 utterances.], libri_tot_loss[loss=0.4264, simple_loss=0.4583, pruned_loss=0.2572, over 2462026.08 frames. utt_duration=1301 frames, utt_pad_proportion=0.04582, over 7577.87 utterances.], giga_tot_loss[loss=0.317, simple_loss=0.3691, pruned_loss=0.1325, over 2473949.65 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06366, over 18998.25 utterances.], batch size: 75, lr: 1.81e-03
2022-08-20 08:09:49,573 INFO [train.py:927] (4/8) Epoch 1, batch 12800, giga_loss[loss=0.311, simple_loss=0.3689, pruned_loss=0.1266, over 12459.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03642, over 105.00 utterances.], tot_loss[loss=0.3291, simple_loss=0.3786, pruned_loss=0.1398, over 2473083.49 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06094, over 17307.91 utterances.], libri_tot_loss[loss=0.4252, simple_loss=0.4571, pruned_loss=0.2543, over 2462184.05 frames. utt_duration=1279 frames, utt_pad_proportion=0.05389, over 7712.17 utterances.], giga_tot_loss[loss=0.3173, simple_loss=0.3695, pruned_loss=0.1325, over 2473594.38 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06003, over 18520.03 utterances.], batch size: 105, lr: 1.81e-03
2022-08-20 08:11:28,468 INFO [train.py:927] (4/8) Epoch 1, batch 12850, libri_loss[loss=0.3633, simple_loss=0.4175, pruned_loss=0.1545, over 12456.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01441, over 40.00 utterances.], tot_loss[loss=0.3275, simple_loss=0.377, pruned_loss=0.139, over 2472724.59 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06371, over 17499.04 utterances.], libri_tot_loss[loss=0.4235, simple_loss=0.4555, pruned_loss=0.2513, over 2462554.44 frames. utt_duration=1277 frames, utt_pad_proportion=0.05344, over 7725.69 utterances.], giga_tot_loss[loss=0.3166, simple_loss=0.3687, pruned_loss=0.1322, over 2473107.68 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06309, over 18761.83 utterances.], batch size: 40, lr: 1.81e-03
2022-08-20 08:13:12,882 INFO [train.py:927] (4/8) Epoch 1, batch 12900, giga_loss[loss=0.278, simple_loss=0.3408, pruned_loss=0.1076, over 12338.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03452, over 62.00 utterances.], tot_loss[loss=0.3224, simple_loss=0.3727, pruned_loss=0.136, over 2472740.07 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06286, over 17357.11 utterances.], libri_tot_loss[loss=0.4226, simple_loss=0.4546, pruned_loss=0.2498, over 2462428.33 frames. utt_duration=1279 frames, utt_pad_proportion=0.05271, over 7710.18 utterances.], giga_tot_loss[loss=0.3127, simple_loss=0.3654, pruned_loss=0.13, over 2473354.24 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06274, over 18551.88 utterances.], batch size: 62, lr: 1.80e-03
2022-08-20 08:14:52,034 INFO [train.py:927] (4/8) Epoch 1, batch 12950, giga_loss[loss=0.3122, simple_loss=0.3863, pruned_loss=0.119, over 12432.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04179, over 146.00 utterances.], tot_loss[loss=0.3187, simple_loss=0.3704, pruned_loss=0.1335, over 2472844.25 frames. utt_duration=556.1 frames, utt_pad_proportion=0.0599, over 17835.73 utterances.], libri_tot_loss[loss=0.422, simple_loss=0.4539, pruned_loss=0.2487, over 2462409.63 frames. utt_duration=1277 frames, utt_pad_proportion=0.05308, over 7723.60 utterances.], giga_tot_loss[loss=0.3103, simple_loss=0.3642, pruned_loss=0.1282, over 2473476.68 frames. utt_duration=525.1 frames, utt_pad_proportion=0.05989, over 18894.13 utterances.], batch size: 146, lr: 1.80e-03
2022-08-20 08:16:29,939 INFO [train.py:927] (4/8) Epoch 1, batch 13000, giga_loss[loss=0.2752, simple_loss=0.3479, pruned_loss=0.1012, over 12323.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.0348, over 58.00 utterances.], tot_loss[loss=0.32, simple_loss=0.3721, pruned_loss=0.134, over 2473378.72 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05888, over 17736.06 utterances.], libri_tot_loss[loss=0.4214, simple_loss=0.4528, pruned_loss=0.2469, over 2462604.33 frames. utt_duration=1274 frames, utt_pad_proportion=0.05259, over 7743.81 utterances.], giga_tot_loss[loss=0.3106, simple_loss=0.3655, pruned_loss=0.1279, over 2474069.91 frames. utt_duration=525.5 frames, utt_pad_proportion=0.05922, over 18886.91 utterances.], batch size: 58, lr: 1.80e-03
2022-08-20 08:18:09,734 INFO [train.py:927] (4/8) Epoch 1, batch 13050, giga_loss[loss=0.4007, simple_loss=0.4115, pruned_loss=0.1949, over 12360.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1023, over 257.00 utterances.], tot_loss[loss=0.3207, simple_loss=0.3719, pruned_loss=0.1348, over 2473227.39 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05845, over 17865.37 utterances.], libri_tot_loss[loss=0.4208, simple_loss=0.4524, pruned_loss=0.2451, over 2462504.93 frames. utt_duration=1277 frames, utt_pad_proportion=0.05168, over 7720.46 utterances.], giga_tot_loss[loss=0.3116, simple_loss=0.3652, pruned_loss=0.129, over 2474080.36 frames. utt_duration=521.6 frames, utt_pad_proportion=0.05912, over 19026.97 utterances.], batch size: 257, lr: 1.79e-03
2022-08-20 08:19:48,704 INFO [train.py:927] (4/8) Epoch 1, batch 13100, giga_loss[loss=0.2789, simple_loss=0.3327, pruned_loss=0.1125, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02301, over 45.00 utterances.], tot_loss[loss=0.3216, simple_loss=0.3708, pruned_loss=0.1362, over 2473691.67 frames. utt_duration=563 frames, utt_pad_proportion=0.0557, over 17623.22 utterances.], libri_tot_loss[loss=0.4198, simple_loss=0.4507, pruned_loss=0.243, over 2462925.52 frames. utt_duration=1275 frames, utt_pad_proportion=0.05163, over 7736.88 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.364, pruned_loss=0.1295, over 2474389.87 frames. utt_duration=524.8 frames, utt_pad_proportion=0.05652, over 18914.19 utterances.], batch size: 45, lr: 1.79e-03
2022-08-20 08:21:28,208 INFO [train.py:927] (4/8) Epoch 1, batch 13150, giga_loss[loss=0.2893, simple_loss=0.3465, pruned_loss=0.116, over 12383.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02691, over 66.00 utterances.], tot_loss[loss=0.3218, simple_loss=0.37, pruned_loss=0.1368, over 2474436.12 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05849, over 18333.53 utterances.], libri_tot_loss[loss=0.4194, simple_loss=0.4499, pruned_loss=0.2416, over 2462996.56 frames. utt_duration=1279 frames, utt_pad_proportion=0.05068, over 7713.09 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.3632, pruned_loss=0.1299, over 2475233.25 frames. utt_duration=505.1 frames, utt_pad_proportion=0.05934, over 19660.30 utterances.], batch size: 66, lr: 1.79e-03
2022-08-20 08:23:05,834 INFO [train.py:927] (4/8) Epoch 1, batch 13200, giga_loss[loss=0.3014, simple_loss=0.3573, pruned_loss=0.1227, over 12349.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03288, over 97.00 utterances.], tot_loss[loss=0.3144, simple_loss=0.3638, pruned_loss=0.1325, over 2474800.97 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05838, over 18499.89 utterances.], libri_tot_loss[loss=0.4194, simple_loss=0.4499, pruned_loss=0.2413, over 2463005.58 frames. utt_duration=1279 frames, utt_pad_proportion=0.05047, over 7710.53 utterances.], giga_tot_loss[loss=0.3059, simple_loss=0.3581, pruned_loss=0.1268, over 2475464.07 frames. utt_duration=507.1 frames, utt_pad_proportion=0.05913, over 19583.06 utterances.], batch size: 97, lr: 1.79e-03
2022-08-20 08:24:41,527 INFO [train.py:927] (4/8) Epoch 1, batch 13250, giga_loss[loss=0.3244, simple_loss=0.3669, pruned_loss=0.141, over 12413.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04845, over 34.00 utterances.], tot_loss[loss=0.3164, simple_loss=0.3649, pruned_loss=0.134, over 2474308.04 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05777, over 17800.68 utterances.], libri_tot_loss[loss=0.422, simple_loss=0.4516, pruned_loss=0.2412, over 2462903.38 frames. utt_duration=1282 frames, utt_pad_proportion=0.04996, over 7694.00 utterances.], giga_tot_loss[loss=0.3033, simple_loss=0.3555, pruned_loss=0.1255, over 2475382.58 frames. utt_duration=520.5 frames, utt_pad_proportion=0.05871, over 19079.94 utterances.], batch size: 34, lr: 1.78e-03
2022-08-20 08:26:19,639 INFO [train.py:927] (4/8) Epoch 1, batch 13300, giga_loss[loss=0.3309, simple_loss=0.3776, pruned_loss=0.1421, over 12405.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.02554, over 66.00 utterances.], tot_loss[loss=0.3192, simple_loss=0.3678, pruned_loss=0.1353, over 2474810.47 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05882, over 17652.35 utterances.], libri_tot_loss[loss=0.4219, simple_loss=0.4513, pruned_loss=0.2395, over 2463682.56 frames. utt_duration=1284 frames, utt_pad_proportion=0.04852, over 7683.69 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.3574, pruned_loss=0.1262, over 2475392.73 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06018, over 19052.00 utterances.], batch size: 66, lr: 1.78e-03
2022-08-20 08:27:57,746 INFO [train.py:927] (4/8) Epoch 1, batch 13350, giga_loss[loss=0.2951, simple_loss=0.3596, pruned_loss=0.1153, over 12423.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03711, over 105.00 utterances.], tot_loss[loss=0.3187, simple_loss=0.3681, pruned_loss=0.1347, over 2475247.70 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05894, over 17400.42 utterances.], libri_tot_loss[loss=0.4206, simple_loss=0.45, pruned_loss=0.238, over 2463669.25 frames. utt_duration=1285 frames, utt_pad_proportion=0.04789, over 7675.10 utterances.], giga_tot_loss[loss=0.3067, simple_loss=0.3596, pruned_loss=0.1269, over 2475924.75 frames. utt_duration=531.4 frames, utt_pad_proportion=0.0603, over 18688.14 utterances.], batch size: 105, lr: 1.78e-03
2022-08-20 08:29:36,731 INFO [train.py:927] (4/8) Epoch 1, batch 13400, giga_loss[loss=0.4192, simple_loss=0.4397, pruned_loss=0.1994, over 12390.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06394, over 183.00 utterances.], tot_loss[loss=0.3218, simple_loss=0.3705, pruned_loss=0.1365, over 2474376.76 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05906, over 17157.08 utterances.], libri_tot_loss[loss=0.4185, simple_loss=0.4478, pruned_loss=0.2355, over 2463975.93 frames. utt_duration=1283 frames, utt_pad_proportion=0.04778, over 7690.49 utterances.], giga_tot_loss[loss=0.3108, simple_loss=0.363, pruned_loss=0.1293, over 2475014.02 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06033, over 18472.65 utterances.], batch size: 183, lr: 1.77e-03
2022-08-20 08:31:21,719 INFO [train.py:927] (4/8) Epoch 1, batch 13450, giga_loss[loss=0.353, simple_loss=0.4023, pruned_loss=0.1519, over 12385.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.0329, over 80.00 utterances.], tot_loss[loss=0.3313, simple_loss=0.3765, pruned_loss=0.1431, over 2474479.88 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06459, over 17599.15 utterances.], libri_tot_loss[loss=0.418, simple_loss=0.4465, pruned_loss=0.2346, over 2463902.05 frames. utt_duration=1288 frames, utt_pad_proportion=0.04696, over 7658.50 utterances.], giga_tot_loss[loss=0.3209, simple_loss=0.37, pruned_loss=0.1359, over 2475275.52 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06562, over 18889.00 utterances.], batch size: 80, lr: 1.77e-03
2022-08-20 08:33:03,699 INFO [train.py:927] (4/8) Epoch 1, batch 13500, libri_loss[loss=0.7736, simple_loss=0.5062, pruned_loss=0.5205, over 12300.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005892, over 35.00 utterances.], tot_loss[loss=0.3448, simple_loss=0.3854, pruned_loss=0.1521, over 2474401.23 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06794, over 18915.36 utterances.], libri_tot_loss[loss=0.4198, simple_loss=0.4468, pruned_loss=0.2361, over 2463882.54 frames. utt_duration=1289 frames, utt_pad_proportion=0.04677, over 7655.21 utterances.], giga_tot_loss[loss=0.3345, simple_loss=0.3798, pruned_loss=0.1446, over 2475095.96 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06865, over 19984.18 utterances.], batch size: 35, lr: 1.77e-03
2022-08-20 08:34:45,891 INFO [train.py:927] (4/8) Epoch 1, batch 13550, giga_loss[loss=0.6, simple_loss=0.5318, pruned_loss=0.3341, over 12369.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1123, over 260.00 utterances.], tot_loss[loss=0.3611, simple_loss=0.3965, pruned_loss=0.1629, over 2474626.09 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06827, over 19444.43 utterances.], libri_tot_loss[loss=0.4211, simple_loss=0.447, pruned_loss=0.2368, over 2463869.66 frames. utt_duration=1277 frames, utt_pad_proportion=0.05156, over 7729.45 utterances.], giga_tot_loss[loss=0.3509, simple_loss=0.391, pruned_loss=0.1554, over 2475313.34 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06731, over 20367.96 utterances.], batch size: 260, lr: 1.77e-03
2022-08-20 08:36:33,032 INFO [train.py:927] (4/8) Epoch 1, batch 13600, giga_loss[loss=0.4731, simple_loss=0.4516, pruned_loss=0.2473, over 12364.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2201, over 377.00 utterances.], tot_loss[loss=0.3697, simple_loss=0.4022, pruned_loss=0.1686, over 2474710.81 frames. utt_duration=478 frames, utt_pad_proportion=0.07614, over 20772.70 utterances.], libri_tot_loss[loss=0.42, simple_loss=0.4463, pruned_loss=0.2354, over 2463840.04 frames. utt_duration=1279 frames, utt_pad_proportion=0.05101, over 7713.57 utterances.], giga_tot_loss[loss=0.3618, simple_loss=0.3979, pruned_loss=0.1629, over 2475417.53 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07532, over 21660.01 utterances.], batch size: 377, lr: 1.76e-03
2022-08-20 08:38:19,967 INFO [train.py:927] (4/8) Epoch 1, batch 13650, giga_loss[loss=0.413, simple_loss=0.4481, pruned_loss=0.189, over 12381.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0275, over 91.00 utterances.], tot_loss[loss=0.3818, simple_loss=0.4113, pruned_loss=0.1762, over 2473720.62 frames. utt_duration=449.9 frames, utt_pad_proportion=0.089, over 22063.47 utterances.], libri_tot_loss[loss=0.4203, simple_loss=0.4475, pruned_loss=0.2336, over 2463966.89 frames. utt_duration=1283 frames, utt_pad_proportion=0.04945, over 7689.52 utterances.], giga_tot_loss[loss=0.3735, simple_loss=0.4052, pruned_loss=0.1709, over 2474528.28 frames. utt_duration=426.3 frames, utt_pad_proportion=0.08864, over 23301.77 utterances.], batch size: 91, lr: 1.76e-03
2022-08-20 08:40:09,970 INFO [train.py:927] (4/8) Epoch 1, batch 13700, giga_loss[loss=0.4708, simple_loss=0.4534, pruned_loss=0.2441, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03373, over 39.00 utterances.], tot_loss[loss=0.3903, simple_loss=0.4166, pruned_loss=0.182, over 2473254.79 frames. utt_duration=434.2 frames, utt_pad_proportion=0.09309, over 22861.35 utterances.], libri_tot_loss[loss=0.4206, simple_loss=0.4477, pruned_loss=0.2325, over 2463935.06 frames. utt_duration=1273 frames, utt_pad_proportion=0.05266, over 7750.06 utterances.], giga_tot_loss[loss=0.3822, simple_loss=0.4106, pruned_loss=0.1769, over 2474238.45 frames. utt_duration=409.1 frames, utt_pad_proportion=0.09217, over 24278.12 utterances.], batch size: 39, lr: 1.76e-03
2022-08-20 08:41:55,170 INFO [train.py:927] (4/8) Epoch 1, batch 13750, giga_loss[loss=0.3599, simple_loss=0.4043, pruned_loss=0.1577, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04075, over 113.00 utterances.], tot_loss[loss=0.3894, simple_loss=0.4151, pruned_loss=0.1818, over 2474083.30 frames. utt_duration=426.9 frames, utt_pad_proportion=0.09174, over 23261.23 utterances.], libri_tot_loss[loss=0.4193, simple_loss=0.4461, pruned_loss=0.2313, over 2464395.09 frames. utt_duration=1278 frames, utt_pad_proportion=0.05189, over 7725.23 utterances.], giga_tot_loss[loss=0.3837, simple_loss=0.4113, pruned_loss=0.1781, over 2474617.97 frames. utt_duration=402.1 frames, utt_pad_proportion=0.09151, over 24705.44 utterances.], batch size: 113, lr: 1.75e-03
2022-08-20 08:43:38,823 INFO [train.py:927] (4/8) Epoch 1, batch 13800, libri_loss[loss=0.286, simple_loss=0.3301, pruned_loss=0.1209, over 12224.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005911, over 31.00 utterances.], tot_loss[loss=0.3888, simple_loss=0.4152, pruned_loss=0.1812, over 2473993.11 frames. utt_duration=425.8 frames, utt_pad_proportion=0.09039, over 23321.02 utterances.], libri_tot_loss[loss=0.4177, simple_loss=0.4443, pruned_loss=0.2294, over 2464300.64 frames. utt_duration=1278 frames, utt_pad_proportion=0.05155, over 7720.98 utterances.], giga_tot_loss[loss=0.3848, simple_loss=0.4128, pruned_loss=0.1784, over 2474830.35 frames. utt_duration=397.5 frames, utt_pad_proportion=0.09074, over 24994.62 utterances.], batch size: 31, lr: 1.75e-03
2022-08-20 08:45:24,011 INFO [train.py:927] (4/8) Epoch 1, batch 13850, giga_loss[loss=0.3673, simple_loss=0.3943, pruned_loss=0.1702, over 12414.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07334, over 213.00 utterances.], tot_loss[loss=0.3856, simple_loss=0.4137, pruned_loss=0.1788, over 2474308.17 frames. utt_duration=424.7 frames, utt_pad_proportion=0.0886, over 23383.53 utterances.], libri_tot_loss[loss=0.4166, simple_loss=0.4432, pruned_loss=0.228, over 2464374.88 frames. utt_duration=1276 frames, utt_pad_proportion=0.05141, over 7733.09 utterances.], giga_tot_loss[loss=0.3826, simple_loss=0.4121, pruned_loss=0.1766, over 2475111.06 frames. utt_duration=396.8 frames, utt_pad_proportion=0.08927, over 25044.84 utterances.], batch size: 213, lr: 1.75e-03
2022-08-20 08:47:11,077 INFO [train.py:927] (4/8) Epoch 1, batch 13900, giga_loss[loss=0.3039, simple_loss=0.3679, pruned_loss=0.1199, over 12406.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04491, over 34.00 utterances.], tot_loss[loss=0.3825, simple_loss=0.4127, pruned_loss=0.1762, over 2474117.66 frames. utt_duration=436.7 frames, utt_pad_proportion=0.08543, over 22740.07 utterances.], libri_tot_loss[loss=0.4167, simple_loss=0.4429, pruned_loss=0.2269, over 2464511.82 frames. utt_duration=1278 frames, utt_pad_proportion=0.04987, over 7724.95 utterances.], giga_tot_loss[loss=0.3789, simple_loss=0.4106, pruned_loss=0.1736, over 2475002.73 frames. utt_duration=402.8 frames, utt_pad_proportion=0.08702, over 24667.02 utterances.], batch size: 34, lr: 1.75e-03
2022-08-20 08:48:57,774 INFO [train.py:927] (4/8) Epoch 1, batch 13950, giga_loss[loss=0.4208, simple_loss=0.4224, pruned_loss=0.2096, over 12385.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.3756, simple_loss=0.4081, pruned_loss=0.1716, over 2474937.39 frames. utt_duration=441.5 frames, utt_pad_proportion=0.08076, over 22495.13 utterances.], libri_tot_loss[loss=0.4149, simple_loss=0.4413, pruned_loss=0.225, over 2464914.89 frames. utt_duration=1278 frames, utt_pad_proportion=0.0493, over 7722.38 utterances.], giga_tot_loss[loss=0.3733, simple_loss=0.4069, pruned_loss=0.1698, over 2475538.75 frames. utt_duration=406.6 frames, utt_pad_proportion=0.08281, over 24442.89 utterances.], batch size: 257, lr: 1.74e-03
2022-08-20 08:50:40,777 INFO [train.py:927] (4/8) Epoch 1, batch 14000, giga_loss[loss=0.5073, simple_loss=0.4767, pruned_loss=0.2689, over 12396.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09596, over 256.00 utterances.], tot_loss[loss=0.374, simple_loss=0.4063, pruned_loss=0.1708, over 2474892.85 frames. utt_duration=455 frames, utt_pad_proportion=0.07578, over 21826.23 utterances.], libri_tot_loss[loss=0.4143, simple_loss=0.4401, pruned_loss=0.2241, over 2465152.82 frames. utt_duration=1285 frames, utt_pad_proportion=0.04841, over 7684.01 utterances.], giga_tot_loss[loss=0.3715, simple_loss=0.4056, pruned_loss=0.1687, over 2475441.01 frames. utt_duration=417.3 frames, utt_pad_proportion=0.0783, over 23809.44 utterances.], batch size: 256, lr: 1.74e-03
2022-08-20 08:52:43,185 INFO [train.py:927] (4/8) Epoch 1, batch 14050, giga_loss[loss=0.3403, simple_loss=0.4018, pruned_loss=0.1394, over 12406.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03301, over 80.00 utterances.], tot_loss[loss=0.3692, simple_loss=0.404, pruned_loss=0.1672, over 2474383.01 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07637, over 21715.49 utterances.], libri_tot_loss[loss=0.4153, simple_loss=0.4409, pruned_loss=0.2244, over 2465043.17 frames. utt_duration=1288 frames, utt_pad_proportion=0.04827, over 7664.22 utterances.], giga_tot_loss[loss=0.366, simple_loss=0.4024, pruned_loss=0.1648, over 2475004.76 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07843, over 23418.17 utterances.], batch size: 80, lr: 1.74e-03
2022-08-20 08:54:28,731 INFO [train.py:927] (4/8) Epoch 1, batch 14100, giga_loss[loss=0.3838, simple_loss=0.4195, pruned_loss=0.1741, over 12443.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03872, over 37.00 utterances.], tot_loss[loss=0.3706, simple_loss=0.4064, pruned_loss=0.1674, over 2474469.70 frames. utt_duration=452.3 frames, utt_pad_proportion=0.08197, over 21952.65 utterances.], libri_tot_loss[loss=0.417, simple_loss=0.4418, pruned_loss=0.2249, over 2464973.75 frames. utt_duration=1292 frames, utt_pad_proportion=0.04749, over 7642.90 utterances.], giga_tot_loss[loss=0.3657, simple_loss=0.4036, pruned_loss=0.1638, over 2475217.84 frames. utt_duration=420 frames, utt_pad_proportion=0.08372, over 23655.96 utterances.], batch size: 37, lr: 1.73e-03
2022-08-20 08:56:13,074 INFO [train.py:927] (4/8) Epoch 1, batch 14150, giga_loss[loss=0.3569, simple_loss=0.4043, pruned_loss=0.1547, over 12435.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04102, over 26.00 utterances.], tot_loss[loss=0.3699, simple_loss=0.4059, pruned_loss=0.1669, over 2474592.47 frames. utt_duration=441.6 frames, utt_pad_proportion=0.087, over 22487.60 utterances.], libri_tot_loss[loss=0.4163, simple_loss=0.4412, pruned_loss=0.2239, over 2464908.84 frames. utt_duration=1285 frames, utt_pad_proportion=0.04796, over 7684.75 utterances.], giga_tot_loss[loss=0.3657, simple_loss=0.4035, pruned_loss=0.164, over 2475413.26 frames. utt_duration=413.1 frames, utt_pad_proportion=0.0882, over 24053.47 utterances.], batch size: 26, lr: 1.73e-03
2022-08-20 08:57:57,168 INFO [train.py:927] (4/8) Epoch 1, batch 14200, giga_loss[loss=0.3866, simple_loss=0.3937, pruned_loss=0.1898, over 12332.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2097, over 371.00 utterances.], tot_loss[loss=0.3662, simple_loss=0.4019, pruned_loss=0.1652, over 2474058.65 frames. utt_duration=446.4 frames, utt_pad_proportion=0.08675, over 22239.51 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4396, pruned_loss=0.2221, over 2464793.90 frames. utt_duration=1289 frames, utt_pad_proportion=0.04693, over 7655.61 utterances.], giga_tot_loss[loss=0.3631, simple_loss=0.4004, pruned_loss=0.1629, over 2475094.77 frames. utt_duration=415.5 frames, utt_pad_proportion=0.08827, over 23909.79 utterances.], batch size: 371, lr: 1.73e-03
2022-08-20 08:59:41,456 INFO [train.py:927] (4/8) Epoch 1, batch 14250, giga_loss[loss=0.3279, simple_loss=0.3884, pruned_loss=0.1337, over 12362.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02752, over 66.00 utterances.], tot_loss[loss=0.3625, simple_loss=0.3994, pruned_loss=0.1628, over 2474286.92 frames. utt_duration=467.1 frames, utt_pad_proportion=0.08149, over 21255.81 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.4381, pruned_loss=0.2204, over 2465112.48 frames. utt_duration=1283 frames, utt_pad_proportion=0.04753, over 7695.54 utterances.], giga_tot_loss[loss=0.3597, simple_loss=0.3983, pruned_loss=0.1606, over 2475111.58 frames. utt_duration=431.7 frames, utt_pad_proportion=0.08336, over 23010.77 utterances.], batch size: 66, lr: 1.73e-03
2022-08-20 09:01:26,918 INFO [train.py:927] (4/8) Epoch 1, batch 14300, giga_loss[loss=0.3653, simple_loss=0.4109, pruned_loss=0.1598, over 12383.00 frames. utt_duration=477.6 frames, utt_pad_proportion=0.03315, over 104.00 utterances.], tot_loss[loss=0.3595, simple_loss=0.3977, pruned_loss=0.1607, over 2474947.40 frames. utt_duration=468.6 frames, utt_pad_proportion=0.08132, over 21189.22 utterances.], libri_tot_loss[loss=0.4126, simple_loss=0.4374, pruned_loss=0.2198, over 2465252.27 frames. utt_duration=1272 frames, utt_pad_proportion=0.05232, over 7759.33 utterances.], giga_tot_loss[loss=0.3568, simple_loss=0.3968, pruned_loss=0.1584, over 2475640.82 frames. utt_duration=436.6 frames, utt_pad_proportion=0.08164, over 22757.18 utterances.], batch size: 104, lr: 1.72e-03
2022-08-20 09:03:13,654 INFO [train.py:927] (4/8) Epoch 1, batch 14350, giga_loss[loss=0.2905, simple_loss=0.3409, pruned_loss=0.12, over 12427.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04407, over 34.00 utterances.], tot_loss[loss=0.3563, simple_loss=0.3956, pruned_loss=0.1585, over 2474591.00 frames. utt_duration=471 frames, utt_pad_proportion=0.07832, over 21082.14 utterances.], libri_tot_loss[loss=0.4122, simple_loss=0.4376, pruned_loss=0.2191, over 2465064.43 frames. utt_duration=1276 frames, utt_pad_proportion=0.05202, over 7738.78 utterances.], giga_tot_loss[loss=0.354, simple_loss=0.3944, pruned_loss=0.1568, over 2475375.18 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07891, over 22444.39 utterances.], batch size: 34, lr: 1.72e-03
2022-08-20 09:05:00,109 INFO [train.py:927] (4/8) Epoch 1, batch 14400, giga_loss[loss=0.3602, simple_loss=0.3991, pruned_loss=0.1607, over 12388.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.3607, simple_loss=0.399, pruned_loss=0.1612, over 2474373.22 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07683, over 20971.66 utterances.], libri_tot_loss[loss=0.4172, simple_loss=0.442, pruned_loss=0.2213, over 2465231.58 frames. utt_duration=1275 frames, utt_pad_proportion=0.05148, over 7741.06 utterances.], giga_tot_loss[loss=0.3533, simple_loss=0.3933, pruned_loss=0.1567, over 2475015.11 frames. utt_duration=445.6 frames, utt_pad_proportion=0.0777, over 22289.16 utterances.], batch size: 91, lr: 1.72e-03
2022-08-20 09:06:47,803 INFO [train.py:927] (4/8) Epoch 1, batch 14450, giga_loss[loss=0.4317, simple_loss=0.4461, pruned_loss=0.2086, over 12381.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06471, over 183.00 utterances.], tot_loss[loss=0.3589, simple_loss=0.3971, pruned_loss=0.1604, over 2474159.52 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07343, over 20669.85 utterances.], libri_tot_loss[loss=0.4179, simple_loss=0.4423, pruned_loss=0.2215, over 2465224.02 frames. utt_duration=1277 frames, utt_pad_proportion=0.05087, over 7732.99 utterances.], giga_tot_loss[loss=0.3517, simple_loss=0.3917, pruned_loss=0.1559, over 2474795.12 frames. utt_duration=453.6 frames, utt_pad_proportion=0.0746, over 21892.56 utterances.], batch size: 183, lr: 1.72e-03
2022-08-20 09:08:33,125 INFO [train.py:927] (4/8) Epoch 1, batch 14500, giga_loss[loss=0.2886, simple_loss=0.3521, pruned_loss=0.1126, over 12139.00 frames. utt_duration=1620 frames, utt_pad_proportion=0.03627, over 30.00 utterances.], tot_loss[loss=0.3572, simple_loss=0.3959, pruned_loss=0.1593, over 2474207.67 frames. utt_duration=494.8 frames, utt_pad_proportion=0.0708, over 20059.69 utterances.], libri_tot_loss[loss=0.4172, simple_loss=0.4416, pruned_loss=0.2204, over 2465900.87 frames. utt_duration=1279 frames, utt_pad_proportion=0.04979, over 7722.29 utterances.], giga_tot_loss[loss=0.3504, simple_loss=0.3909, pruned_loss=0.1549, over 2474329.89 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07247, over 21390.79 utterances.], batch size: 30, lr: 1.71e-03
2022-08-20 09:10:17,497 INFO [train.py:927] (4/8) Epoch 1, batch 14550, libri_loss[loss=0.3018, simple_loss=0.3474, pruned_loss=0.1281, over 12218.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006923, over 31.00 utterances.], tot_loss[loss=0.3552, simple_loss=0.3948, pruned_loss=0.1578, over 2473929.97 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07113, over 20096.29 utterances.], libri_tot_loss[loss=0.416, simple_loss=0.4403, pruned_loss=0.2193, over 2465853.86 frames. utt_duration=1270 frames, utt_pad_proportion=0.05378, over 7777.06 utterances.], giga_tot_loss[loss=0.3494, simple_loss=0.391, pruned_loss=0.1539, over 2474263.92 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07119, over 21380.13 utterances.], batch size: 31, lr: 1.71e-03
2022-08-20 09:11:59,661 INFO [train.py:927] (4/8) Epoch 1, batch 14600, giga_loss[loss=0.3179, simple_loss=0.362, pruned_loss=0.1369, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03074, over 45.00 utterances.], tot_loss[loss=0.3521, simple_loss=0.3925, pruned_loss=0.1559, over 2473644.06 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06982, over 19237.10 utterances.], libri_tot_loss[loss=0.4122, simple_loss=0.437, pruned_loss=0.2156, over 2466030.29 frames. utt_duration=1279 frames, utt_pad_proportion=0.05137, over 7723.46 utterances.], giga_tot_loss[loss=0.3472, simple_loss=0.3896, pruned_loss=0.1524, over 2474204.59 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07116, over 21083.42 utterances.], batch size: 45, lr: 1.71e-03
2022-08-20 09:13:47,509 INFO [train.py:927] (4/8) Epoch 1, batch 14650, giga_loss[loss=0.3451, simple_loss=0.3772, pruned_loss=0.1565, over 12453.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03394, over 86.00 utterances.], tot_loss[loss=0.3559, simple_loss=0.3945, pruned_loss=0.1586, over 2473799.14 frames. utt_duration=506 frames, utt_pad_proportion=0.06914, over 19614.32 utterances.], libri_tot_loss[loss=0.4103, simple_loss=0.4356, pruned_loss=0.2139, over 2465969.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.05026, over 7701.97 utterances.], giga_tot_loss[loss=0.3521, simple_loss=0.3924, pruned_loss=0.1559, over 2474522.62 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07081, over 21434.37 utterances.], batch size: 86, lr: 1.70e-03
2022-08-20 09:15:30,628 INFO [train.py:927] (4/8) Epoch 1, batch 14700, giga_loss[loss=0.3282, simple_loss=0.3758, pruned_loss=0.1403, over 12243.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03037, over 45.00 utterances.], tot_loss[loss=0.3568, simple_loss=0.3951, pruned_loss=0.1593, over 2473221.38 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06388, over 18687.29 utterances.], libri_tot_loss[loss=0.409, simple_loss=0.4348, pruned_loss=0.2121, over 2466028.21 frames. utt_duration=1287 frames, utt_pad_proportion=0.04875, over 7675.21 utterances.], giga_tot_loss[loss=0.3531, simple_loss=0.3927, pruned_loss=0.1567, over 2474056.79 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06644, over 20607.67 utterances.], batch size: 45, lr: 1.70e-03
2022-08-20 09:17:15,796 INFO [train.py:927] (4/8) Epoch 1, batch 14750, giga_loss[loss=0.3242, simple_loss=0.3879, pruned_loss=0.1303, over 12394.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02657, over 70.00 utterances.], tot_loss[loss=0.3599, simple_loss=0.3969, pruned_loss=0.1614, over 2473364.33 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06721, over 20049.44 utterances.], libri_tot_loss[loss=0.4084, simple_loss=0.4344, pruned_loss=0.2113, over 2466020.10 frames. utt_duration=1288 frames, utt_pad_proportion=0.04801, over 7668.79 utterances.], giga_tot_loss[loss=0.3565, simple_loss=0.3946, pruned_loss=0.1592, over 2474170.40 frames. utt_duration=455.6 frames, utt_pad_proportion=0.06921, over 21793.04 utterances.], batch size: 70, lr: 1.70e-03
2022-08-20 09:19:01,567 INFO [train.py:927] (4/8) Epoch 1, batch 14800, giga_loss[loss=0.3268, simple_loss=0.3722, pruned_loss=0.1407, over 12419.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03773, over 123.00 utterances.], tot_loss[loss=0.36, simple_loss=0.3959, pruned_loss=0.162, over 2473630.26 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06661, over 19569.51 utterances.], libri_tot_loss[loss=0.4105, simple_loss=0.4333, pruned_loss=0.2135, over 2465755.91 frames. utt_duration=1288 frames, utt_pad_proportion=0.0477, over 7665.57 utterances.], giga_tot_loss[loss=0.3546, simple_loss=0.3943, pruned_loss=0.1574, over 2474615.79 frames. utt_duration=469.2 frames, utt_pad_proportion=0.0685, over 21161.38 utterances.], batch size: 123, lr: 1.70e-03
2022-08-20 09:20:49,163 INFO [train.py:927] (4/8) Epoch 1, batch 14850, giga_loss[loss=0.315, simple_loss=0.3626, pruned_loss=0.1337, over 12388.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03473, over 122.00 utterances.], tot_loss[loss=0.3628, simple_loss=0.3962, pruned_loss=0.1647, over 2473811.20 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06511, over 19134.91 utterances.], libri_tot_loss[loss=0.4179, simple_loss=0.436, pruned_loss=0.2191, over 2466036.91 frames. utt_duration=1290 frames, utt_pad_proportion=0.04713, over 7655.09 utterances.], giga_tot_loss[loss=0.3511, simple_loss=0.3917, pruned_loss=0.1552, over 2474522.06 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06706, over 20669.09 utterances.], batch size: 122, lr: 1.69e-03
2022-08-20 09:22:31,508 INFO [train.py:927] (4/8) Epoch 1, batch 14900, giga_loss[loss=0.3979, simple_loss=0.4263, pruned_loss=0.1848, over 12377.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.0649, over 183.00 utterances.], tot_loss[loss=0.361, simple_loss=0.3952, pruned_loss=0.1634, over 2474126.54 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07067, over 19819.78 utterances.], libri_tot_loss[loss=0.4165, simple_loss=0.4352, pruned_loss=0.2174, over 2465994.88 frames. utt_duration=1281 frames, utt_pad_proportion=0.05075, over 7711.80 utterances.], giga_tot_loss[loss=0.3507, simple_loss=0.3909, pruned_loss=0.1553, over 2475026.98 frames. utt_duration=463.3 frames, utt_pad_proportion=0.0709, over 21437.40 utterances.], batch size: 183, lr: 1.69e-03
2022-08-20 09:24:21,335 INFO [train.py:927] (4/8) Epoch 1, batch 14950, giga_loss[loss=0.3017, simple_loss=0.3705, pruned_loss=0.1165, over 12439.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03193, over 80.00 utterances.], tot_loss[loss=0.3598, simple_loss=0.3973, pruned_loss=0.1611, over 2474267.18 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06758, over 19808.89 utterances.], libri_tot_loss[loss=0.4161, simple_loss=0.4351, pruned_loss=0.2168, over 2466060.66 frames. utt_duration=1282 frames, utt_pad_proportion=0.05036, over 7701.71 utterances.], giga_tot_loss[loss=0.3515, simple_loss=0.3936, pruned_loss=0.1547, over 2474988.89 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06814, over 21205.45 utterances.], batch size: 80, lr: 1.69e-03
2022-08-20 09:26:04,756 INFO [train.py:927] (4/8) Epoch 1, batch 15000, giga_loss[loss=0.3947, simple_loss=0.4274, pruned_loss=0.181, over 12356.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04334, over 133.00 utterances.], tot_loss[loss=0.3584, simple_loss=0.3984, pruned_loss=0.1592, over 2474152.33 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06817, over 19683.50 utterances.], libri_tot_loss[loss=0.4158, simple_loss=0.4357, pruned_loss=0.216, over 2465897.98 frames. utt_duration=1281 frames, utt_pad_proportion=0.05067, over 7712.10 utterances.], giga_tot_loss[loss=0.3515, simple_loss=0.3945, pruned_loss=0.1542, over 2474974.62 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06857, over 20944.57 utterances.], batch size: 133, lr: 1.69e-03
2022-08-20 09:26:04,756 INFO [train.py:958] (4/8) Computing validation loss
2022-08-20 09:26:18,819 INFO [train.py:967] (4/8) Epoch 1, validation: loss=0.4058, simple_loss=0.6146, pruned_loss=0.09849, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 09:28:01,376 INFO [train.py:927] (4/8) Epoch 1, batch 15050, giga_loss[loss=0.4115, simple_loss=0.415, pruned_loss=0.204, over 12335.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.201, over 367.00 utterances.], tot_loss[loss=0.361, simple_loss=0.4023, pruned_loss=0.1598, over 2473551.34 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06916, over 19699.71 utterances.], libri_tot_loss[loss=0.4172, simple_loss=0.439, pruned_loss=0.2153, over 2465833.94 frames. utt_duration=1283 frames, utt_pad_proportion=0.04975, over 7699.33 utterances.], giga_tot_loss[loss=0.353, simple_loss=0.3956, pruned_loss=0.1552, over 2474428.79 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06983, over 20977.64 utterances.], batch size: 367, lr: 1.68e-03
2022-08-20 09:29:45,348 INFO [train.py:927] (4/8) Epoch 1, batch 15100, libri_loss[loss=0.3843, simple_loss=0.4145, pruned_loss=0.177, over 12471.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006623, over 37.00 utterances.], tot_loss[loss=0.3621, simple_loss=0.4013, pruned_loss=0.1615, over 2474755.01 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07217, over 20324.70 utterances.], libri_tot_loss[loss=0.4157, simple_loss=0.4373, pruned_loss=0.2139, over 2466324.28 frames. utt_duration=1277 frames, utt_pad_proportion=0.05266, over 7736.93 utterances.], giga_tot_loss[loss=0.3551, simple_loss=0.3961, pruned_loss=0.1571, over 2475310.06 frames. utt_duration=456 frames, utt_pad_proportion=0.07178, over 21782.98 utterances.], batch size: 37, lr: 1.68e-03
2022-08-20 09:31:28,159 INFO [train.py:927] (4/8) Epoch 1, batch 15150, giga_loss[loss=0.3347, simple_loss=0.3731, pruned_loss=0.1481, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03265, over 40.00 utterances.], tot_loss[loss=0.3589, simple_loss=0.3976, pruned_loss=0.1601, over 2475161.96 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07569, over 20607.95 utterances.], libri_tot_loss[loss=0.4138, simple_loss=0.4357, pruned_loss=0.2123, over 2466485.11 frames. utt_duration=1279 frames, utt_pad_proportion=0.05203, over 7720.68 utterances.], giga_tot_loss[loss=0.3537, simple_loss=0.3939, pruned_loss=0.1567, over 2475652.54 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07555, over 22073.12 utterances.], batch size: 40, lr: 1.68e-03
2022-08-20 09:33:13,354 INFO [train.py:927] (4/8) Epoch 1, batch 15200, giga_loss[loss=0.3604, simple_loss=0.3948, pruned_loss=0.163, over 12400.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02572, over 48.00 utterances.], tot_loss[loss=0.3587, simple_loss=0.3971, pruned_loss=0.1602, over 2475215.74 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07587, over 20407.98 utterances.], libri_tot_loss[loss=0.4143, simple_loss=0.436, pruned_loss=0.2124, over 2466696.42 frames. utt_duration=1261 frames, utt_pad_proportion=0.05694, over 7835.82 utterances.], giga_tot_loss[loss=0.3532, simple_loss=0.3933, pruned_loss=0.1565, over 2475566.55 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07449, over 21700.89 utterances.], batch size: 48, lr: 1.68e-03
2022-08-20 09:34:55,198 INFO [train.py:927] (4/8) Epoch 1, batch 15250, giga_loss[loss=0.367, simple_loss=0.4014, pruned_loss=0.1663, over 12380.00 frames. utt_duration=404 frames, utt_pad_proportion=0.04273, over 123.00 utterances.], tot_loss[loss=0.3603, simple_loss=0.3981, pruned_loss=0.1613, over 2474849.14 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07376, over 20291.56 utterances.], libri_tot_loss[loss=0.4171, simple_loss=0.4384, pruned_loss=0.2136, over 2466434.82 frames. utt_duration=1262 frames, utt_pad_proportion=0.05618, over 7826.20 utterances.], giga_tot_loss[loss=0.352, simple_loss=0.3918, pruned_loss=0.1561, over 2475557.78 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07315, over 21619.75 utterances.], batch size: 123, lr: 1.67e-03
2022-08-20 09:36:38,239 INFO [train.py:927] (4/8) Epoch 1, batch 15300, giga_loss[loss=0.3867, simple_loss=0.4225, pruned_loss=0.1754, over 12435.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03609, over 123.00 utterances.], tot_loss[loss=0.3587, simple_loss=0.3973, pruned_loss=0.1601, over 2474670.71 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07479, over 20680.66 utterances.], libri_tot_loss[loss=0.4152, simple_loss=0.4368, pruned_loss=0.212, over 2466608.35 frames. utt_duration=1268 frames, utt_pad_proportion=0.05558, over 7793.03 utterances.], giga_tot_loss[loss=0.3522, simple_loss=0.3926, pruned_loss=0.1559, over 2475306.19 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07456, over 22086.72 utterances.], batch size: 123, lr: 1.67e-03
2022-08-20 09:38:21,978 INFO [train.py:927] (4/8) Epoch 1, batch 15350, giga_loss[loss=0.3404, simple_loss=0.3893, pruned_loss=0.1458, over 12370.00 frames. utt_duration=376.4 frames, utt_pad_proportion=0.03479, over 132.00 utterances.], tot_loss[loss=0.3605, simple_loss=0.3984, pruned_loss=0.1613, over 2474946.54 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07265, over 20878.50 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.437, pruned_loss=0.2114, over 2466697.82 frames. utt_duration=1270 frames, utt_pad_proportion=0.05472, over 7781.22 utterances.], giga_tot_loss[loss=0.3545, simple_loss=0.3938, pruned_loss=0.1576, over 2475534.70 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07295, over 22238.57 utterances.], batch size: 132, lr: 1.67e-03
2022-08-20 09:40:05,762 INFO [train.py:927] (4/8) Epoch 1, batch 15400, giga_loss[loss=0.4101, simple_loss=0.4331, pruned_loss=0.1935, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05362, over 162.00 utterances.], tot_loss[loss=0.3567, simple_loss=0.3977, pruned_loss=0.1578, over 2474887.65 frames. utt_duration=472 frames, utt_pad_proportion=0.07647, over 21039.22 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.437, pruned_loss=0.2114, over 2466697.82 frames. utt_duration=1270 frames, utt_pad_proportion=0.05472, over 7781.22 utterances.], giga_tot_loss[loss=0.352, simple_loss=0.3941, pruned_loss=0.155, over 2475345.43 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07653, over 22097.78 utterances.], batch size: 162, lr: 1.67e-03
2022-08-20 09:41:48,235 INFO [train.py:927] (4/8) Epoch 1, batch 15450, giga_loss[loss=0.3229, simple_loss=0.382, pruned_loss=0.1319, over 12471.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04174, over 31.00 utterances.], tot_loss[loss=0.3573, simple_loss=0.3985, pruned_loss=0.1581, over 2474509.30 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07468, over 20534.75 utterances.], libri_tot_loss[loss=0.4136, simple_loss=0.4358, pruned_loss=0.2102, over 2466434.19 frames. utt_duration=1274 frames, utt_pad_proportion=0.05371, over 7753.03 utterances.], giga_tot_loss[loss=0.3536, simple_loss=0.3959, pruned_loss=0.1556, over 2475296.83 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07529, over 21691.23 utterances.], batch size: 31, lr: 1.66e-03
2022-08-20 09:43:31,427 INFO [train.py:927] (4/8) Epoch 1, batch 15500, giga_loss[loss=0.4177, simple_loss=0.433, pruned_loss=0.2013, over 12429.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05448, over 162.00 utterances.], tot_loss[loss=0.3605, simple_loss=0.4, pruned_loss=0.1604, over 2474023.11 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07448, over 20802.59 utterances.], libri_tot_loss[loss=0.4128, simple_loss=0.4351, pruned_loss=0.2096, over 2466231.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.05313, over 7731.83 utterances.], giga_tot_loss[loss=0.3575, simple_loss=0.3981, pruned_loss=0.1584, over 2474918.35 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07521, over 21898.51 utterances.], batch size: 162, lr: 1.66e-03
2022-08-20 09:45:14,634 INFO [train.py:927] (4/8) Epoch 1, batch 15550, giga_loss[loss=0.3148, simple_loss=0.3768, pruned_loss=0.1264, over 12364.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03194, over 58.00 utterances.], tot_loss[loss=0.3593, simple_loss=0.401, pruned_loss=0.1588, over 2473527.26 frames. utt_duration=491.4 frames, utt_pad_proportion=0.06876, over 20196.81 utterances.], libri_tot_loss[loss=0.4138, simple_loss=0.4365, pruned_loss=0.2096, over 2466330.61 frames. utt_duration=1280 frames, utt_pad_proportion=0.05245, over 7718.22 utterances.], giga_tot_loss[loss=0.3551, simple_loss=0.3976, pruned_loss=0.1563, over 2474283.56 frames. utt_duration=466 frames, utt_pad_proportion=0.06995, over 21308.15 utterances.], batch size: 58, lr: 1.66e-03
2022-08-20 09:46:57,492 INFO [train.py:927] (4/8) Epoch 1, batch 15600, giga_loss[loss=0.2924, simple_loss=0.3537, pruned_loss=0.1156, over 12415.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04441, over 31.00 utterances.], tot_loss[loss=0.3672, simple_loss=0.4065, pruned_loss=0.1639, over 2473735.23 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06891, over 20150.96 utterances.], libri_tot_loss[loss=0.4222, simple_loss=0.4415, pruned_loss=0.2149, over 2466262.66 frames. utt_duration=1282 frames, utt_pad_proportion=0.05094, over 7702.90 utterances.], giga_tot_loss[loss=0.355, simple_loss=0.3985, pruned_loss=0.1557, over 2474682.18 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07056, over 21512.60 utterances.], batch size: 31, lr: 1.66e-03
2022-08-20 09:48:39,475 INFO [train.py:927] (4/8) Epoch 1, batch 15650, giga_loss[loss=0.3549, simple_loss=0.3954, pruned_loss=0.1572, over 12385.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05196, over 161.00 utterances.], tot_loss[loss=0.3655, simple_loss=0.4053, pruned_loss=0.1628, over 2474633.97 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06879, over 20552.26 utterances.], libri_tot_loss[loss=0.4217, simple_loss=0.4412, pruned_loss=0.2146, over 2466319.34 frames. utt_duration=1282 frames, utt_pad_proportion=0.05073, over 7702.38 utterances.], giga_tot_loss[loss=0.3561, simple_loss=0.3992, pruned_loss=0.1565, over 2475359.37 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07017, over 21670.60 utterances.], batch size: 161, lr: 1.65e-03
2022-08-20 09:50:21,226 INFO [train.py:927] (4/8) Epoch 1, batch 15700, giga_loss[loss=0.3412, simple_loss=0.3941, pruned_loss=0.1441, over 12389.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03915, over 113.00 utterances.], tot_loss[loss=0.3605, simple_loss=0.4006, pruned_loss=0.1602, over 2474791.46 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06462, over 20339.93 utterances.], libri_tot_loss[loss=0.4207, simple_loss=0.4402, pruned_loss=0.2138, over 2466342.16 frames. utt_duration=1286 frames, utt_pad_proportion=0.0502, over 7681.95 utterances.], giga_tot_loss[loss=0.3532, simple_loss=0.3961, pruned_loss=0.1552, over 2475465.91 frames. utt_duration=463.9 frames, utt_pad_proportion=0.06615, over 21412.58 utterances.], batch size: 113, lr: 1.65e-03
2022-08-20 09:52:05,658 INFO [train.py:927] (4/8) Epoch 1, batch 15750, giga_loss[loss=0.3268, simple_loss=0.3686, pruned_loss=0.1425, over 12355.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03321, over 62.00 utterances.], tot_loss[loss=0.3539, simple_loss=0.3953, pruned_loss=0.1562, over 2475153.19 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06078, over 19298.90 utterances.], libri_tot_loss[loss=0.4201, simple_loss=0.4395, pruned_loss=0.2133, over 2466687.98 frames. utt_duration=1280 frames, utt_pad_proportion=0.05071, over 7718.76 utterances.], giga_tot_loss[loss=0.3475, simple_loss=0.3916, pruned_loss=0.1517, over 2475533.29 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06218, over 20336.93 utterances.], batch size: 62, lr: 1.65e-03
2022-08-20 09:53:46,999 INFO [train.py:927] (4/8) Epoch 1, batch 15800, giga_loss[loss=0.3511, simple_loss=0.3903, pruned_loss=0.1559, over 12384.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04466, over 146.00 utterances.], tot_loss[loss=0.3513, simple_loss=0.3927, pruned_loss=0.1549, over 2474675.97 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06025, over 18922.90 utterances.], libri_tot_loss[loss=0.4185, simple_loss=0.4381, pruned_loss=0.212, over 2466793.74 frames. utt_duration=1274 frames, utt_pad_proportion=0.05121, over 7752.20 utterances.], giga_tot_loss[loss=0.3458, simple_loss=0.3898, pruned_loss=0.1509, over 2475123.60 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06137, over 20024.95 utterances.], batch size: 146, lr: 1.65e-03
2022-08-20 09:55:27,025 INFO [train.py:927] (4/8) Epoch 1, batch 15850, giga_loss[loss=0.3331, simple_loss=0.3733, pruned_loss=0.1464, over 12402.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06325, over 183.00 utterances.], tot_loss[loss=0.349, simple_loss=0.3925, pruned_loss=0.1528, over 2474663.10 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06704, over 20323.16 utterances.], libri_tot_loss[loss=0.4189, simple_loss=0.4395, pruned_loss=0.2113, over 2466516.63 frames. utt_duration=1280 frames, utt_pad_proportion=0.05011, over 7716.01 utterances.], giga_tot_loss[loss=0.3425, simple_loss=0.3876, pruned_loss=0.1487, over 2475499.97 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06804, over 21572.17 utterances.], batch size: 183, lr: 1.65e-03
2022-08-20 09:57:13,070 INFO [train.py:927] (4/8) Epoch 1, batch 15900, giga_loss[loss=0.2859, simple_loss=0.3416, pruned_loss=0.1151, over 12374.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03185, over 62.00 utterances.], tot_loss[loss=0.3462, simple_loss=0.39, pruned_loss=0.1512, over 2474673.24 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07283, over 20584.22 utterances.], libri_tot_loss[loss=0.4192, simple_loss=0.4399, pruned_loss=0.2112, over 2466739.84 frames. utt_duration=1254 frames, utt_pad_proportion=0.0583, over 7879.24 utterances.], giga_tot_loss[loss=0.3395, simple_loss=0.385, pruned_loss=0.147, over 2475277.10 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07092, over 21645.12 utterances.], batch size: 62, lr: 1.64e-03
2022-08-20 09:58:57,933 INFO [train.py:927] (4/8) Epoch 1, batch 15950, giga_loss[loss=0.3754, simple_loss=0.4133, pruned_loss=0.1687, over 12479.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02881, over 55.00 utterances.], tot_loss[loss=0.3451, simple_loss=0.3877, pruned_loss=0.1512, over 2474071.67 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07894, over 21179.93 utterances.], libri_tot_loss[loss=0.4173, simple_loss=0.4383, pruned_loss=0.2097, over 2466799.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.06146, over 7939.68 utterances.], giga_tot_loss[loss=0.3386, simple_loss=0.3833, pruned_loss=0.147, over 2474760.15 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07625, over 22442.68 utterances.], batch size: 55, lr: 1.64e-03
2022-08-20 10:00:37,058 INFO [train.py:927] (4/8) Epoch 1, batch 16000, giga_loss[loss=0.2673, simple_loss=0.3246, pruned_loss=0.105, over 12125.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04059, over 33.00 utterances.], tot_loss[loss=0.3445, simple_loss=0.3872, pruned_loss=0.151, over 2473519.99 frames. utt_duration=462.8 frames, utt_pad_proportion=0.08197, over 21447.00 utterances.], libri_tot_loss[loss=0.4151, simple_loss=0.436, pruned_loss=0.2081, over 2466719.40 frames. utt_duration=1250 frames, utt_pad_proportion=0.05976, over 7905.05 utterances.], giga_tot_loss[loss=0.3387, simple_loss=0.3837, pruned_loss=0.1468, over 2474370.44 frames. utt_duration=432 frames, utt_pad_proportion=0.08044, over 22987.89 utterances.], batch size: 33, lr: 1.64e-03
2022-08-20 10:02:20,828 INFO [train.py:927] (4/8) Epoch 1, batch 16050, giga_loss[loss=0.3296, simple_loss=0.375, pruned_loss=0.1421, over 12383.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03072, over 62.00 utterances.], tot_loss[loss=0.3447, simple_loss=0.3869, pruned_loss=0.1512, over 2473986.45 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07774, over 21206.58 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.435, pruned_loss=0.2074, over 2466512.95 frames. utt_duration=1251 frames, utt_pad_proportion=0.059, over 7897.60 utterances.], giga_tot_loss[loss=0.3392, simple_loss=0.3839, pruned_loss=0.1472, over 2474994.82 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07714, over 22735.20 utterances.], batch size: 62, lr: 1.64e-03
2022-08-20 10:04:04,038 INFO [train.py:927] (4/8) Epoch 1, batch 16100, giga_loss[loss=0.3846, simple_loss=0.4301, pruned_loss=0.1695, over 12380.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02759, over 70.00 utterances.], tot_loss[loss=0.3487, simple_loss=0.3894, pruned_loss=0.1541, over 2474227.13 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07753, over 21209.01 utterances.], libri_tot_loss[loss=0.4134, simple_loss=0.4343, pruned_loss=0.2067, over 2466887.74 frames. utt_duration=1254 frames, utt_pad_proportion=0.05795, over 7877.39 utterances.], giga_tot_loss[loss=0.3436, simple_loss=0.3866, pruned_loss=0.1503, over 2474875.84 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07748, over 22716.62 utterances.], batch size: 70, lr: 1.63e-03
2022-08-20 10:05:47,733 INFO [train.py:927] (4/8) Epoch 1, batch 16150, giga_loss[loss=0.3267, simple_loss=0.3813, pruned_loss=0.136, over 12086.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.0399, over 30.00 utterances.], tot_loss[loss=0.3512, simple_loss=0.3925, pruned_loss=0.155, over 2473541.55 frames. utt_duration=496 frames, utt_pad_proportion=0.07128, over 20007.50 utterances.], libri_tot_loss[loss=0.4129, simple_loss=0.4347, pruned_loss=0.2056, over 2466380.52 frames. utt_duration=1260 frames, utt_pad_proportion=0.05607, over 7841.59 utterances.], giga_tot_loss[loss=0.345, simple_loss=0.3883, pruned_loss=0.1509, over 2474813.84 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07251, over 21785.13 utterances.], batch size: 30, lr: 1.63e-03
2022-08-20 10:07:35,910 INFO [train.py:927] (4/8) Epoch 1, batch 16200, giga_loss[loss=0.3518, simple_loss=0.4045, pruned_loss=0.1495, over 12368.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04679, over 146.00 utterances.], tot_loss[loss=0.3531, simple_loss=0.3934, pruned_loss=0.1564, over 2474028.86 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07276, over 20061.43 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4343, pruned_loss=0.2057, over 2466590.90 frames. utt_duration=1248 frames, utt_pad_proportion=0.05939, over 7916.64 utterances.], giga_tot_loss[loss=0.3472, simple_loss=0.3898, pruned_loss=0.1523, over 2474942.68 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07271, over 21561.96 utterances.], batch size: 146, lr: 1.63e-03
2022-08-20 10:09:22,536 INFO [train.py:927] (4/8) Epoch 1, batch 16250, giga_loss[loss=0.2887, simple_loss=0.3546, pruned_loss=0.1114, over 12309.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.02933, over 51.00 utterances.], tot_loss[loss=0.3566, simple_loss=0.3953, pruned_loss=0.159, over 2474609.95 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07205, over 20406.98 utterances.], libri_tot_loss[loss=0.4146, simple_loss=0.434, pruned_loss=0.2071, over 2466595.42 frames. utt_duration=1253 frames, utt_pad_proportion=0.05763, over 7882.59 utterances.], giga_tot_loss[loss=0.3484, simple_loss=0.3912, pruned_loss=0.1528, over 2475655.10 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07284, over 22121.27 utterances.], batch size: 51, lr: 1.63e-03
2022-08-20 10:11:10,812 INFO [train.py:927] (4/8) Epoch 1, batch 16300, giga_loss[loss=0.2832, simple_loss=0.3478, pruned_loss=0.1093, over 12406.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02569, over 70.00 utterances.], tot_loss[loss=0.3551, simple_loss=0.3938, pruned_loss=0.1582, over 2475118.16 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07374, over 21119.54 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4333, pruned_loss=0.2066, over 2466883.11 frames. utt_duration=1256 frames, utt_pad_proportion=0.05672, over 7867.06 utterances.], giga_tot_loss[loss=0.3482, simple_loss=0.3905, pruned_loss=0.1529, over 2475823.80 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07458, over 22726.79 utterances.], batch size: 70, lr: 1.62e-03
2022-08-20 10:12:54,872 INFO [train.py:927] (4/8) Epoch 1, batch 16350, giga_loss[loss=0.2956, simple_loss=0.352, pruned_loss=0.1196, over 12469.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02751, over 55.00 utterances.], tot_loss[loss=0.3536, simple_loss=0.392, pruned_loss=0.1576, over 2475201.60 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07222, over 21608.37 utterances.], libri_tot_loss[loss=0.412, simple_loss=0.4318, pruned_loss=0.2051, over 2467197.14 frames. utt_duration=1258 frames, utt_pad_proportion=0.05541, over 7853.90 utterances.], giga_tot_loss[loss=0.3479, simple_loss=0.3894, pruned_loss=0.1532, over 2475741.91 frames. utt_duration=426 frames, utt_pad_proportion=0.07355, over 23326.48 utterances.], batch size: 55, lr: 1.62e-03
2022-08-20 10:14:39,305 INFO [train.py:927] (4/8) Epoch 1, batch 16400, libri_loss[loss=0.3745, simple_loss=0.3906, pruned_loss=0.1792, over 12382.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007904, over 31.00 utterances.], tot_loss[loss=0.3533, simple_loss=0.3918, pruned_loss=0.1574, over 2474299.94 frames. utt_duration=454.6 frames, utt_pad_proportion=0.08011, over 21840.61 utterances.], libri_tot_loss[loss=0.4122, simple_loss=0.4322, pruned_loss=0.2048, over 2467672.37 frames. utt_duration=1248 frames, utt_pad_proportion=0.05924, over 7916.93 utterances.], giga_tot_loss[loss=0.3472, simple_loss=0.3884, pruned_loss=0.153, over 2474470.13 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07975, over 23471.00 utterances.], batch size: 31, lr: 1.62e-03
2022-08-20 10:16:25,548 INFO [train.py:927] (4/8) Epoch 1, batch 16450, giga_loss[loss=0.2986, simple_loss=0.347, pruned_loss=0.1251, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03116, over 42.00 utterances.], tot_loss[loss=0.3526, simple_loss=0.3914, pruned_loss=0.1569, over 2473323.18 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07621, over 21097.43 utterances.], libri_tot_loss[loss=0.4112, simple_loss=0.4313, pruned_loss=0.2041, over 2467226.23 frames. utt_duration=1252 frames, utt_pad_proportion=0.05811, over 7889.27 utterances.], giga_tot_loss[loss=0.3474, simple_loss=0.3886, pruned_loss=0.1531, over 2473984.53 frames. utt_duration=437 frames, utt_pad_proportion=0.07665, over 22721.57 utterances.], batch size: 42, lr: 1.62e-03
2022-08-20 10:18:10,352 INFO [train.py:927] (4/8) Epoch 1, batch 16500, giga_loss[loss=0.3141, simple_loss=0.3716, pruned_loss=0.1283, over 12365.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02883, over 66.00 utterances.], tot_loss[loss=0.3564, simple_loss=0.3931, pruned_loss=0.1598, over 2473343.65 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07846, over 21192.36 utterances.], libri_tot_loss[loss=0.4094, simple_loss=0.4297, pruned_loss=0.2029, over 2467057.31 frames. utt_duration=1257 frames, utt_pad_proportion=0.05676, over 7858.93 utterances.], giga_tot_loss[loss=0.3523, simple_loss=0.3914, pruned_loss=0.1566, over 2474217.72 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07925, over 22896.86 utterances.], batch size: 66, lr: 1.62e-03
2022-08-20 10:19:55,046 INFO [train.py:927] (4/8) Epoch 1, batch 16550, giga_loss[loss=0.338, simple_loss=0.3805, pruned_loss=0.1477, over 12428.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03769, over 133.00 utterances.], tot_loss[loss=0.3548, simple_loss=0.3923, pruned_loss=0.1586, over 2473580.99 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07662, over 21125.08 utterances.], libri_tot_loss[loss=0.4091, simple_loss=0.4295, pruned_loss=0.2025, over 2466777.85 frames. utt_duration=1259 frames, utt_pad_proportion=0.05586, over 7848.88 utterances.], giga_tot_loss[loss=0.3509, simple_loss=0.3904, pruned_loss=0.1557, over 2474629.67 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07775, over 22718.54 utterances.], batch size: 133, lr: 1.61e-03
2022-08-20 10:21:41,055 INFO [train.py:927] (4/8) Epoch 1, batch 16600, giga_loss[loss=0.3467, simple_loss=0.3959, pruned_loss=0.1487, over 12445.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03135, over 55.00 utterances.], tot_loss[loss=0.3564, simple_loss=0.3968, pruned_loss=0.158, over 2474015.28 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07444, over 20914.61 utterances.], libri_tot_loss[loss=0.4116, simple_loss=0.4339, pruned_loss=0.2026, over 2466760.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.05532, over 7849.77 utterances.], giga_tot_loss[loss=0.3499, simple_loss=0.3904, pruned_loss=0.1547, over 2474997.07 frames. utt_duration=443 frames, utt_pad_proportion=0.07582, over 22421.64 utterances.], batch size: 55, lr: 1.61e-03
2022-08-20 10:23:25,465 INFO [train.py:927] (4/8) Epoch 1, batch 16650, giga_loss[loss=0.51, simple_loss=0.4881, pruned_loss=0.2659, over 12387.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1078, over 259.00 utterances.], tot_loss[loss=0.358, simple_loss=0.3979, pruned_loss=0.1591, over 2473518.21 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06901, over 19989.04 utterances.], libri_tot_loss[loss=0.411, simple_loss=0.4334, pruned_loss=0.202, over 2466685.15 frames. utt_duration=1266 frames, utt_pad_proportion=0.05393, over 7804.43 utterances.], giga_tot_loss[loss=0.3513, simple_loss=0.3919, pruned_loss=0.1554, over 2474651.65 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07116, over 21707.63 utterances.], batch size: 259, lr: 1.61e-03
2022-08-20 10:25:09,616 INFO [train.py:927] (4/8) Epoch 1, batch 16700, giga_loss[loss=0.4882, simple_loss=0.4715, pruned_loss=0.2524, over 12382.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.3563, simple_loss=0.3958, pruned_loss=0.1584, over 2474236.86 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07296, over 20486.68 utterances.], libri_tot_loss[loss=0.4078, simple_loss=0.4309, pruned_loss=0.1997, over 2467009.61 frames. utt_duration=1267 frames, utt_pad_proportion=0.05376, over 7795.29 utterances.], giga_tot_loss[loss=0.3521, simple_loss=0.3921, pruned_loss=0.1561, over 2475082.11 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07454, over 22247.51 utterances.], batch size: 257, lr: 1.61e-03
2022-08-20 10:26:52,422 INFO [train.py:927] (4/8) Epoch 1, batch 16750, giga_loss[loss=0.3637, simple_loss=0.3863, pruned_loss=0.1706, over 12353.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2043, over 369.00 utterances.], tot_loss[loss=0.3554, simple_loss=0.3956, pruned_loss=0.1576, over 2474598.83 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07389, over 20830.78 utterances.], libri_tot_loss[loss=0.4057, simple_loss=0.429, pruned_loss=0.1984, over 2466790.52 frames. utt_duration=1260 frames, utt_pad_proportion=0.05725, over 7837.86 utterances.], giga_tot_loss[loss=0.3525, simple_loss=0.3934, pruned_loss=0.1558, over 2475682.22 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07424, over 22542.33 utterances.], batch size: 369, lr: 1.60e-03
2022-08-20 10:28:34,774 INFO [train.py:927] (4/8) Epoch 1, batch 16800, giga_loss[loss=0.3927, simple_loss=0.4147, pruned_loss=0.1854, over 12379.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07426, over 212.00 utterances.], tot_loss[loss=0.3508, simple_loss=0.3921, pruned_loss=0.1547, over 2475040.25 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07271, over 20584.01 utterances.], libri_tot_loss[loss=0.4052, simple_loss=0.4284, pruned_loss=0.1981, over 2466903.51 frames. utt_duration=1263 frames, utt_pad_proportion=0.0566, over 7821.37 utterances.], giga_tot_loss[loss=0.3483, simple_loss=0.3904, pruned_loss=0.153, over 2475892.12 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07336, over 22125.80 utterances.], batch size: 212, lr: 1.60e-03
2022-08-20 10:30:16,926 INFO [train.py:927] (4/8) Epoch 1, batch 16850, giga_loss[loss=0.3312, simple_loss=0.3835, pruned_loss=0.1394, over 12368.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02586, over 70.00 utterances.], tot_loss[loss=0.3543, simple_loss=0.3962, pruned_loss=0.1562, over 2474746.94 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07151, over 20461.46 utterances.], libri_tot_loss[loss=0.4063, simple_loss=0.4306, pruned_loss=0.1977, over 2467028.44 frames. utt_duration=1254 frames, utt_pad_proportion=0.05935, over 7876.19 utterances.], giga_tot_loss[loss=0.3492, simple_loss=0.3914, pruned_loss=0.1535, over 2475629.90 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0716, over 22206.70 utterances.], batch size: 70, lr: 1.60e-03
2022-08-20 10:32:03,762 INFO [train.py:927] (4/8) Epoch 1, batch 16900, giga_loss[loss=0.3778, simple_loss=0.4094, pruned_loss=0.173, over 12376.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04568, over 146.00 utterances.], tot_loss[loss=0.3542, simple_loss=0.3952, pruned_loss=0.1566, over 2475017.24 frames. utt_duration=471.9 frames, utt_pad_proportion=0.075, over 21047.00 utterances.], libri_tot_loss[loss=0.4042, simple_loss=0.429, pruned_loss=0.1963, over 2467121.11 frames. utt_duration=1259 frames, utt_pad_proportion=0.0584, over 7846.66 utterances.], giga_tot_loss[loss=0.3508, simple_loss=0.392, pruned_loss=0.1548, over 2475793.98 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07521, over 22746.02 utterances.], batch size: 146, lr: 1.60e-03
2022-08-20 10:33:48,763 INFO [train.py:927] (4/8) Epoch 1, batch 16950, giga_loss[loss=0.3519, simple_loss=0.3979, pruned_loss=0.1529, over 12363.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03422, over 104.00 utterances.], tot_loss[loss=0.3545, simple_loss=0.3943, pruned_loss=0.1573, over 2474782.84 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07963, over 21953.76 utterances.], libri_tot_loss[loss=0.4035, simple_loss=0.4283, pruned_loss=0.1958, over 2467072.39 frames. utt_duration=1263 frames, utt_pad_proportion=0.05781, over 7823.03 utterances.], giga_tot_loss[loss=0.3518, simple_loss=0.392, pruned_loss=0.1558, over 2475559.04 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07971, over 23496.20 utterances.], batch size: 104, lr: 1.60e-03
2022-08-20 10:35:30,462 INFO [train.py:927] (4/8) Epoch 1, batch 17000, giga_loss[loss=0.3294, simple_loss=0.3813, pruned_loss=0.1387, over 12368.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03002, over 51.00 utterances.], tot_loss[loss=0.3547, simple_loss=0.394, pruned_loss=0.1577, over 2474016.71 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08089, over 22026.46 utterances.], libri_tot_loss[loss=0.4003, simple_loss=0.4255, pruned_loss=0.1936, over 2466609.45 frames. utt_duration=1273 frames, utt_pad_proportion=0.05554, over 7761.61 utterances.], giga_tot_loss[loss=0.353, simple_loss=0.393, pruned_loss=0.1565, over 2475414.48 frames. utt_duration=413.4 frames, utt_pad_proportion=0.0818, over 24035.85 utterances.], batch size: 51, lr: 1.59e-03
2022-08-20 10:37:10,975 INFO [train.py:927] (4/8) Epoch 1, batch 17050, giga_loss[loss=0.3511, simple_loss=0.399, pruned_loss=0.1516, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03396, over 98.00 utterances.], tot_loss[loss=0.3524, simple_loss=0.3922, pruned_loss=0.1563, over 2474686.44 frames. utt_duration=447.5 frames, utt_pad_proportion=0.08056, over 22192.68 utterances.], libri_tot_loss[loss=0.3976, simple_loss=0.4233, pruned_loss=0.1919, over 2466697.29 frames. utt_duration=1276 frames, utt_pad_proportion=0.05439, over 7741.29 utterances.], giga_tot_loss[loss=0.352, simple_loss=0.3923, pruned_loss=0.1558, over 2475984.65 frames. utt_duration=409.6 frames, utt_pad_proportion=0.08185, over 24269.92 utterances.], batch size: 98, lr: 1.59e-03
2022-08-20 10:38:53,750 INFO [train.py:927] (4/8) Epoch 1, batch 17100, libri_loss[loss=0.3125, simple_loss=0.3673, pruned_loss=0.1289, over 12214.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00982, over 29.00 utterances.], tot_loss[loss=0.3504, simple_loss=0.3927, pruned_loss=0.1541, over 2474432.61 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07671, over 21072.60 utterances.], libri_tot_loss[loss=0.3975, simple_loss=0.4247, pruned_loss=0.1909, over 2466297.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.05799, over 7805.59 utterances.], giga_tot_loss[loss=0.3488, simple_loss=0.3906, pruned_loss=0.1535, over 2476092.00 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07728, over 23124.58 utterances.], batch size: 29, lr: 1.59e-03
2022-08-20 10:40:36,788 INFO [train.py:927] (4/8) Epoch 1, batch 17150, giga_loss[loss=0.3799, simple_loss=0.4053, pruned_loss=0.1772, over 12375.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07049, over 211.00 utterances.], tot_loss[loss=0.3481, simple_loss=0.3901, pruned_loss=0.153, over 2474536.43 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07656, over 20926.71 utterances.], libri_tot_loss[loss=0.3963, simple_loss=0.4234, pruned_loss=0.1901, over 2466375.14 frames. utt_duration=1254 frames, utt_pad_proportion=0.06177, over 7877.63 utterances.], giga_tot_loss[loss=0.3463, simple_loss=0.3885, pruned_loss=0.1521, over 2476057.54 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07621, over 22929.13 utterances.], batch size: 211, lr: 1.59e-03
2022-08-20 10:42:20,495 INFO [train.py:927] (4/8) Epoch 1, batch 17200, giga_loss[loss=0.3522, simple_loss=0.3957, pruned_loss=0.1543, over 12450.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03484, over 123.00 utterances.], tot_loss[loss=0.3468, simple_loss=0.3877, pruned_loss=0.153, over 2474296.74 frames. utt_duration=468.7 frames, utt_pad_proportion=0.08165, over 21185.39 utterances.], libri_tot_loss[loss=0.3957, simple_loss=0.4226, pruned_loss=0.1897, over 2466226.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05963, over 7844.92 utterances.], giga_tot_loss[loss=0.3439, simple_loss=0.3858, pruned_loss=0.1511, over 2476005.56 frames. utt_duration=425 frames, utt_pad_proportion=0.08185, over 23387.18 utterances.], batch size: 123, lr: 1.59e-03
2022-08-20 10:44:07,395 INFO [train.py:927] (4/8) Epoch 1, batch 17250, libri_loss[loss=0.3403, simple_loss=0.3751, pruned_loss=0.1528, over 12285.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006343, over 32.00 utterances.], tot_loss[loss=0.3453, simple_loss=0.3858, pruned_loss=0.1524, over 2474473.20 frames. utt_duration=476.2 frames, utt_pad_proportion=0.08142, over 20852.03 utterances.], libri_tot_loss[loss=0.3955, simple_loss=0.4222, pruned_loss=0.1896, over 2466327.19 frames. utt_duration=1247 frames, utt_pad_proportion=0.06281, over 7918.06 utterances.], giga_tot_loss[loss=0.3417, simple_loss=0.3836, pruned_loss=0.1499, over 2476003.46 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08072, over 22912.83 utterances.], batch size: 32, lr: 1.58e-03
2022-08-20 10:45:51,424 INFO [train.py:927] (4/8) Epoch 1, batch 17300, giga_loss[loss=0.3285, simple_loss=0.3817, pruned_loss=0.1377, over 12449.00 frames. utt_duration=543 frames, utt_pad_proportion=0.0321, over 92.00 utterances.], tot_loss[loss=0.3406, simple_loss=0.3836, pruned_loss=0.1488, over 2475003.45 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07958, over 21067.74 utterances.], libri_tot_loss[loss=0.3936, simple_loss=0.4207, pruned_loss=0.1882, over 2466430.31 frames. utt_duration=1253 frames, utt_pad_proportion=0.0613, over 7882.29 utterances.], giga_tot_loss[loss=0.3379, simple_loss=0.3821, pruned_loss=0.1468, over 2476419.19 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07977, over 23153.91 utterances.], batch size: 92, lr: 1.58e-03
2022-08-20 10:47:33,068 INFO [train.py:927] (4/8) Epoch 1, batch 17350, giga_loss[loss=0.2833, simple_loss=0.3532, pruned_loss=0.1067, over 12429.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05465, over 162.00 utterances.], tot_loss[loss=0.3323, simple_loss=0.3787, pruned_loss=0.1429, over 2475140.44 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07851, over 21729.66 utterances.], libri_tot_loss[loss=0.3938, simple_loss=0.4203, pruned_loss=0.1885, over 2466346.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.06061, over 7872.07 utterances.], giga_tot_loss[loss=0.3292, simple_loss=0.3774, pruned_loss=0.1406, over 2476462.57 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07898, over 23562.61 utterances.], batch size: 162, lr: 1.58e-03
2022-08-20 10:49:17,333 INFO [train.py:927] (4/8) Epoch 1, batch 17400, libri_loss[loss=0.3308, simple_loss=0.3662, pruned_loss=0.1477, over 12196.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01014, over 29.00 utterances.], tot_loss[loss=0.3279, simple_loss=0.3757, pruned_loss=0.14, over 2475742.77 frames. utt_duration=433 frames, utt_pad_proportion=0.07976, over 22947.83 utterances.], libri_tot_loss[loss=0.3965, simple_loss=0.4212, pruned_loss=0.1907, over 2466299.20 frames. utt_duration=1253 frames, utt_pad_proportion=0.06061, over 7883.76 utterances.], giga_tot_loss[loss=0.3219, simple_loss=0.3731, pruned_loss=0.1353, over 2476982.03 frames. utt_duration=404.2 frames, utt_pad_proportion=0.08014, over 24601.92 utterances.], batch size: 29, lr: 1.58e-03
2022-08-20 10:50:59,694 INFO [train.py:927] (4/8) Epoch 1, batch 17450, giga_loss[loss=0.2812, simple_loss=0.3219, pruned_loss=0.1203, over 12350.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1821, over 359.00 utterances.], tot_loss[loss=0.3202, simple_loss=0.3724, pruned_loss=0.134, over 2475153.56 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07581, over 23069.90 utterances.], libri_tot_loss[loss=0.3957, simple_loss=0.4208, pruned_loss=0.1901, over 2466195.93 frames. utt_duration=1255 frames, utt_pad_proportion=0.05992, over 7867.55 utterances.], giga_tot_loss[loss=0.3152, simple_loss=0.3701, pruned_loss=0.1302, over 2476364.99 frames. utt_duration=404 frames, utt_pad_proportion=0.07657, over 24605.66 utterances.], batch size: 359, lr: 1.57e-03
2022-08-20 10:52:41,913 INFO [train.py:927] (4/8) Epoch 1, batch 17500, giga_loss[loss=0.2953, simple_loss=0.3567, pruned_loss=0.1169, over 12374.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03027, over 85.00 utterances.], tot_loss[loss=0.3149, simple_loss=0.3692, pruned_loss=0.1303, over 2475109.76 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07367, over 23342.86 utterances.], libri_tot_loss[loss=0.3955, simple_loss=0.4208, pruned_loss=0.1897, over 2466085.43 frames. utt_duration=1257 frames, utt_pad_proportion=0.05922, over 7856.56 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3666, pruned_loss=0.1268, over 2476307.95 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07463, over 24783.47 utterances.], batch size: 85, lr: 1.57e-03
2022-08-20 10:54:24,444 INFO [train.py:927] (4/8) Epoch 1, batch 17550, giga_loss[loss=0.2738, simple_loss=0.358, pruned_loss=0.09481, over 12390.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02679, over 70.00 utterances.], tot_loss[loss=0.3097, simple_loss=0.3655, pruned_loss=0.127, over 2475104.95 frames. utt_duration=417 frames, utt_pad_proportion=0.07646, over 23827.82 utterances.], libri_tot_loss[loss=0.3936, simple_loss=0.4194, pruned_loss=0.1884, over 2466101.21 frames. utt_duration=1254 frames, utt_pad_proportion=0.0592, over 7874.47 utterances.], giga_tot_loss[loss=0.3053, simple_loss=0.3632, pruned_loss=0.1237, over 2476285.70 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07721, over 25411.42 utterances.], batch size: 70, lr: 1.57e-03
2022-08-20 10:56:09,437 INFO [train.py:927] (4/8) Epoch 1, batch 17600, giga_loss[loss=0.2817, simple_loss=0.349, pruned_loss=0.1072, over 12429.00 frames. utt_duration=711.7 frames, utt_pad_proportion=0.02375, over 70.00 utterances.], tot_loss[loss=0.3044, simple_loss=0.3624, pruned_loss=0.1232, over 2475551.25 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07233, over 23612.70 utterances.], libri_tot_loss[loss=0.3939, simple_loss=0.4199, pruned_loss=0.1884, over 2466306.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.05875, over 7880.30 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3595, pruned_loss=0.1197, over 2476427.54 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07335, over 25071.46 utterances.], batch size: 70, lr: 1.57e-03
2022-08-20 10:57:49,709 INFO [train.py:927] (4/8) Epoch 1, batch 17650, giga_loss[loss=0.2816, simple_loss=0.3449, pruned_loss=0.1091, over 12423.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04194, over 146.00 utterances.], tot_loss[loss=0.3003, simple_loss=0.3619, pruned_loss=0.1194, over 2475916.83 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07276, over 23713.08 utterances.], libri_tot_loss[loss=0.3946, simple_loss=0.423, pruned_loss=0.1874, over 2466598.76 frames. utt_duration=1259 frames, utt_pad_proportion=0.05746, over 7844.41 utterances.], giga_tot_loss[loss=0.2934, simple_loss=0.3553, pruned_loss=0.1157, over 2476608.45 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07396, over 25321.51 utterances.], batch size: 146, lr: 1.57e-03
2022-08-20 10:59:36,417 INFO [train.py:927] (4/8) Epoch 1, batch 17700, giga_loss[loss=0.2838, simple_loss=0.3602, pruned_loss=0.1037, over 12459.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03043, over 75.00 utterances.], tot_loss[loss=0.2954, simple_loss=0.3575, pruned_loss=0.1166, over 2476156.23 frames. utt_duration=413.3 frames, utt_pad_proportion=0.07273, over 24047.71 utterances.], libri_tot_loss[loss=0.3945, simple_loss=0.4233, pruned_loss=0.1871, over 2466505.63 frames. utt_duration=1260 frames, utt_pad_proportion=0.05705, over 7836.96 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3514, pruned_loss=0.1134, over 2476886.03 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07382, over 25474.86 utterances.], batch size: 75, lr: 1.56e-03
2022-08-20 11:01:28,412 INFO [train.py:927] (4/8) Epoch 1, batch 17750, giga_loss[loss=0.3007, simple_loss=0.3537, pruned_loss=0.1239, over 12399.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1073, over 259.00 utterances.], tot_loss[loss=0.2961, simple_loss=0.3572, pruned_loss=0.1175, over 2474931.11 frames. utt_duration=409.4 frames, utt_pad_proportion=0.07357, over 24267.32 utterances.], libri_tot_loss[loss=0.3912, simple_loss=0.4205, pruned_loss=0.185, over 2465982.12 frames. utt_duration=1269 frames, utt_pad_proportion=0.0551, over 7784.24 utterances.], giga_tot_loss[loss=0.2894, simple_loss=0.3518, pruned_loss=0.1135, over 2476402.40 frames. utt_duration=379.1 frames, utt_pad_proportion=0.07509, over 26228.75 utterances.], batch size: 259, lr: 1.56e-03
2022-08-20 11:03:29,136 INFO [train.py:927] (4/8) Epoch 1, batch 17800, giga_loss[loss=0.3182, simple_loss=0.3767, pruned_loss=0.1298, over 12444.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03702, over 133.00 utterances.], tot_loss[loss=0.2971, simple_loss=0.3582, pruned_loss=0.118, over 2475653.19 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07115, over 24674.76 utterances.], libri_tot_loss[loss=0.3903, simple_loss=0.4196, pruned_loss=0.1844, over 2466060.49 frames. utt_duration=1271 frames, utt_pad_proportion=0.05407, over 7768.83 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3532, pruned_loss=0.1138, over 2476981.13 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07291, over 26653.47 utterances.], batch size: 133, lr: 1.56e-03
2022-08-20 11:05:26,974 INFO [train.py:927] (4/8) Epoch 1, batch 17850, giga_loss[loss=0.2904, simple_loss=0.3606, pruned_loss=0.1101, over 12424.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04749, over 161.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.3565, pruned_loss=0.1158, over 2475859.95 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06856, over 24529.22 utterances.], libri_tot_loss[loss=0.389, simple_loss=0.419, pruned_loss=0.1834, over 2466168.13 frames. utt_duration=1275 frames, utt_pad_proportion=0.05311, over 7743.87 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3517, pruned_loss=0.1119, over 2477041.46 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07048, over 26497.31 utterances.], batch size: 161, lr: 1.56e-03
2022-08-20 11:07:40,384 INFO [train.py:927] (4/8) Epoch 1, batch 17900, giga_loss[loss=0.2625, simple_loss=0.3217, pruned_loss=0.1017, over 12343.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.02744, over 62.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.3525, pruned_loss=0.1134, over 2476113.21 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06938, over 24852.16 utterances.], libri_tot_loss[loss=0.3892, simple_loss=0.4192, pruned_loss=0.1835, over 2466336.15 frames. utt_duration=1276 frames, utt_pad_proportion=0.05269, over 7739.45 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3479, pruned_loss=0.1096, over 2476974.54 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07101, over 26569.34 utterances.], batch size: 62, lr: 1.56e-03
2022-08-20 11:09:35,456 INFO [train.py:927] (4/8) Epoch 1, batch 17950, giga_loss[loss=0.2836, simple_loss=0.3492, pruned_loss=0.109, over 12410.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03111, over 122.00 utterances.], tot_loss[loss=0.2872, simple_loss=0.3504, pruned_loss=0.112, over 2476772.54 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06987, over 25500.82 utterances.], libri_tot_loss[loss=0.3897, simple_loss=0.4198, pruned_loss=0.1836, over 2466493.29 frames. utt_duration=1274 frames, utt_pad_proportion=0.05319, over 7751.46 utterances.], giga_tot_loss[loss=0.2807, simple_loss=0.3453, pruned_loss=0.108, over 2477447.49 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07103, over 27074.87 utterances.], batch size: 122, lr: 1.55e-03
2022-08-20 11:11:38,941 INFO [train.py:927] (4/8) Epoch 1, batch 18000, giga_loss[loss=0.2776, simple_loss=0.3597, pruned_loss=0.09776, over 12454.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03075, over 55.00 utterances.], tot_loss[loss=0.289, simple_loss=0.3533, pruned_loss=0.1124, over 2477491.95 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06811, over 24777.85 utterances.], libri_tot_loss[loss=0.3906, simple_loss=0.421, pruned_loss=0.1839, over 2466542.01 frames. utt_duration=1275 frames, utt_pad_proportion=0.05261, over 7747.24 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3473, pruned_loss=0.1079, over 2478126.46 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06936, over 26266.01 utterances.], batch size: 55, lr: 1.55e-03
2022-08-20 11:11:38,941 INFO [train.py:958] (4/8) Computing validation loss
2022-08-20 11:11:55,524 INFO [train.py:967] (4/8) Epoch 1, validation: loss=0.2563, simple_loss=0.3582, pruned_loss=0.07721, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 11:14:07,120 INFO [train.py:927] (4/8) Epoch 1, batch 18050, giga_loss[loss=0.2687, simple_loss=0.3409, pruned_loss=0.09823, over 12358.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03327, over 97.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3504, pruned_loss=0.1105, over 2477383.46 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06622, over 24153.28 utterances.], libri_tot_loss[loss=0.3902, simple_loss=0.4205, pruned_loss=0.1836, over 2466293.79 frames. utt_duration=1278 frames, utt_pad_proportion=0.0518, over 7727.44 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3448, pruned_loss=0.1059, over 2478274.47 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06764, over 25650.07 utterances.], batch size: 97, lr: 1.55e-03
2022-08-20 11:16:05,152 INFO [train.py:927] (4/8) Epoch 1, batch 18100, giga_loss[loss=0.3226, simple_loss=0.3755, pruned_loss=0.1348, over 12383.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.0554, over 181.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3518, pruned_loss=0.1108, over 2477058.52 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06435, over 23875.61 utterances.], libri_tot_loss[loss=0.3892, simple_loss=0.4195, pruned_loss=0.183, over 2466067.23 frames. utt_duration=1274 frames, utt_pad_proportion=0.05156, over 7749.18 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.346, pruned_loss=0.1054, over 2478319.60 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06582, over 25574.67 utterances.], batch size: 181, lr: 1.55e-03
2022-08-20 11:18:02,638 INFO [train.py:927] (4/8) Epoch 1, batch 18150, giga_loss[loss=0.2449, simple_loss=0.33, pruned_loss=0.0799, over 12410.00 frames. utt_duration=585 frames, utt_pad_proportion=0.02492, over 85.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3514, pruned_loss=0.109, over 2477406.59 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06622, over 24533.64 utterances.], libri_tot_loss[loss=0.388, simple_loss=0.4186, pruned_loss=0.1821, over 2466164.66 frames. utt_duration=1271 frames, utt_pad_proportion=0.05142, over 7769.57 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3457, pruned_loss=0.1035, over 2478625.70 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06741, over 26343.84 utterances.], batch size: 85, lr: 1.55e-03
2022-08-20 11:20:07,963 INFO [train.py:927] (4/8) Epoch 1, batch 18200, libri_loss[loss=0.4308, simple_loss=0.4676, pruned_loss=0.197, over 12400.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007913, over 38.00 utterances.], tot_loss[loss=0.2862, simple_loss=0.3526, pruned_loss=0.1098, over 2477911.09 frames. utt_duration=403 frames, utt_pad_proportion=0.06725, over 24667.25 utterances.], libri_tot_loss[loss=0.3875, simple_loss=0.4183, pruned_loss=0.1817, over 2466310.27 frames. utt_duration=1272 frames, utt_pad_proportion=0.05053, over 7765.43 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3468, pruned_loss=0.1041, over 2478997.85 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06846, over 26493.60 utterances.], batch size: 38, lr: 1.54e-03
2022-08-20 11:22:31,997 INFO [train.py:927] (4/8) Epoch 1, batch 18250, giga_loss[loss=0.2954, simple_loss=0.3595, pruned_loss=0.1157, over 12328.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.02729, over 79.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3524, pruned_loss=0.1108, over 2477691.61 frames. utt_duration=400.8 frames, utt_pad_proportion=0.0696, over 24799.31 utterances.], libri_tot_loss[loss=0.3872, simple_loss=0.418, pruned_loss=0.1815, over 2466252.14 frames. utt_duration=1269 frames, utt_pad_proportion=0.05095, over 7784.01 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3471, pruned_loss=0.1054, over 2478738.58 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07038, over 26459.73 utterances.], batch size: 79, lr: 1.54e-03
2022-08-20 11:24:33,570 INFO [train.py:927] (4/8) Epoch 1, batch 18300, libri_loss[loss=0.329, simple_loss=0.3666, pruned_loss=0.1457, over 12270.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.0316, over 27.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.349, pruned_loss=0.1089, over 2478550.69 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06669, over 24194.99 utterances.], libri_tot_loss[loss=0.3853, simple_loss=0.4164, pruned_loss=0.1803, over 2466497.10 frames. utt_duration=1277 frames, utt_pad_proportion=0.05002, over 7734.99 utterances.], giga_tot_loss[loss=0.2759, simple_loss=0.3443, pruned_loss=0.1038, over 2479506.40 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06788, over 26036.29 utterances.], batch size: 27, lr: 1.54e-03
2022-08-20 11:26:42,378 INFO [train.py:927] (4/8) Epoch 1, batch 18350, giga_loss[loss=0.2371, simple_loss=0.3107, pruned_loss=0.0818, over 12444.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03088, over 98.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3463, pruned_loss=0.1078, over 2478225.84 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06596, over 23874.33 utterances.], libri_tot_loss[loss=0.3842, simple_loss=0.4157, pruned_loss=0.1795, over 2466548.09 frames. utt_duration=1277 frames, utt_pad_proportion=0.04937, over 7733.29 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3421, pruned_loss=0.1031, over 2479155.04 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06724, over 25630.60 utterances.], batch size: 98, lr: 1.54e-03
2022-08-20 11:28:46,358 INFO [train.py:927] (4/8) Epoch 1, batch 18400, giga_loss[loss=0.2475, simple_loss=0.3189, pruned_loss=0.08809, over 12451.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02607, over 122.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3487, pruned_loss=0.1098, over 2477875.23 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06753, over 24015.40 utterances.], libri_tot_loss[loss=0.3817, simple_loss=0.4135, pruned_loss=0.178, over 2466087.06 frames. utt_duration=1284 frames, utt_pad_proportion=0.04826, over 7694.29 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3448, pruned_loss=0.1049, over 2479458.74 frames. utt_duration=382 frames, utt_pad_proportion=0.06889, over 26040.89 utterances.], batch size: 122, lr: 1.54e-03
2022-08-20 11:30:40,487 INFO [train.py:927] (4/8) Epoch 1, batch 18450, giga_loss[loss=0.3183, simple_loss=0.3722, pruned_loss=0.1322, over 12391.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04942, over 161.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3478, pruned_loss=0.1113, over 2478221.90 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06507, over 23393.80 utterances.], libri_tot_loss[loss=0.3831, simple_loss=0.4136, pruned_loss=0.1792, over 2466262.14 frames. utt_duration=1279 frames, utt_pad_proportion=0.04869, over 7723.58 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3437, pruned_loss=0.1052, over 2479482.96 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06632, over 25199.06 utterances.], batch size: 161, lr: 1.53e-03
2022-08-20 11:32:54,590 INFO [train.py:927] (4/8) Epoch 1, batch 18500, giga_loss[loss=0.2682, simple_loss=0.3372, pruned_loss=0.09958, over 12382.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.06772, over 211.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3487, pruned_loss=0.1105, over 2478636.49 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06373, over 23271.69 utterances.], libri_tot_loss[loss=0.3828, simple_loss=0.4134, pruned_loss=0.1791, over 2466378.01 frames. utt_duration=1280 frames, utt_pad_proportion=0.04831, over 7718.35 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3452, pruned_loss=0.1053, over 2479638.96 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06496, over 24834.64 utterances.], batch size: 211, lr: 1.53e-03
2022-08-20 11:35:11,300 INFO [train.py:927] (4/8) Epoch 1, batch 18550, giga_loss[loss=0.2307, simple_loss=0.2987, pruned_loss=0.08135, over 12319.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03681, over 51.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3478, pruned_loss=0.1102, over 2478851.25 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06652, over 23710.02 utterances.], libri_tot_loss[loss=0.3824, simple_loss=0.4131, pruned_loss=0.1787, over 2466474.51 frames. utt_duration=1278 frames, utt_pad_proportion=0.04842, over 7730.15 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.3441, pruned_loss=0.1052, over 2479760.17 frames. utt_duration=394.7 frames, utt_pad_proportion=0.0674, over 25203.55 utterances.], batch size: 51, lr: 1.53e-03
2022-08-20 11:37:17,869 INFO [train.py:927] (4/8) Epoch 1, batch 18600, giga_loss[loss=0.2572, simple_loss=0.3343, pruned_loss=0.09004, over 12385.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04555, over 146.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3425, pruned_loss=0.107, over 2478651.12 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06475, over 22725.64 utterances.], libri_tot_loss[loss=0.3827, simple_loss=0.4139, pruned_loss=0.1785, over 2466542.59 frames. utt_duration=1267 frames, utt_pad_proportion=0.05221, over 7797.83 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3377, pruned_loss=0.102, over 2479535.91 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06465, over 24131.37 utterances.], batch size: 146, lr: 1.53e-03
2022-08-20 11:39:09,284 INFO [train.py:927] (4/8) Epoch 1, batch 18650, giga_loss[loss=0.2452, simple_loss=0.325, pruned_loss=0.08267, over 12309.00 frames. utt_duration=704.6 frames, utt_pad_proportion=0.03341, over 70.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3432, pruned_loss=0.1078, over 2478505.46 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06738, over 23481.50 utterances.], libri_tot_loss[loss=0.3828, simple_loss=0.4138, pruned_loss=0.1786, over 2466733.16 frames. utt_duration=1262 frames, utt_pad_proportion=0.0526, over 7824.82 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3378, pruned_loss=0.1021, over 2479293.90 frames. utt_duration=399 frames, utt_pad_proportion=0.06722, over 24927.57 utterances.], batch size: 70, lr: 1.53e-03
2022-08-20 11:41:10,114 INFO [train.py:927] (4/8) Epoch 1, batch 18700, giga_loss[loss=0.2773, simple_loss=0.3527, pruned_loss=0.1009, over 12412.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03121, over 122.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3414, pruned_loss=0.1058, over 2478319.07 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06531, over 23342.72 utterances.], libri_tot_loss[loss=0.3819, simple_loss=0.4131, pruned_loss=0.178, over 2466818.96 frames. utt_duration=1265 frames, utt_pad_proportion=0.0517, over 7809.50 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3361, pruned_loss=0.1001, over 2479109.64 frames. utt_duration=400 frames, utt_pad_proportion=0.06564, over 24863.68 utterances.], batch size: 122, lr: 1.52e-03
2022-08-20 11:43:19,996 INFO [train.py:927] (4/8) Epoch 1, batch 18750, giga_loss[loss=0.2417, simple_loss=0.3192, pruned_loss=0.0821, over 12456.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03696, over 105.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3383, pruned_loss=0.1044, over 2478124.16 frames. utt_duration=410 frames, utt_pad_proportion=0.07158, over 24244.50 utterances.], libri_tot_loss[loss=0.3813, simple_loss=0.4125, pruned_loss=0.1776, over 2467017.55 frames. utt_duration=1257 frames, utt_pad_proportion=0.05492, over 7862.07 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.333, pruned_loss=0.09858, over 2478830.12 frames. utt_duration=386 frames, utt_pad_proportion=0.07079, over 25766.62 utterances.], batch size: 105, lr: 1.52e-03
2022-08-20 11:45:26,579 INFO [train.py:927] (4/8) Epoch 1, batch 18800, giga_loss[loss=0.2619, simple_loss=0.3256, pruned_loss=0.09906, over 12312.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.03524, over 51.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3396, pruned_loss=0.106, over 2477903.05 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06958, over 25050.35 utterances.], libri_tot_loss[loss=0.3816, simple_loss=0.4125, pruned_loss=0.1779, over 2467111.69 frames. utt_duration=1261 frames, utt_pad_proportion=0.05387, over 7837.75 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3338, pruned_loss=0.09969, over 2478627.88 frames. utt_duration=373.3 frames, utt_pad_proportion=0.06944, over 26643.32 utterances.], batch size: 51, lr: 1.52e-03
2022-08-20 11:47:20,564 INFO [train.py:927] (4/8) Epoch 1, batch 18850, giga_loss[loss=0.2222, simple_loss=0.2827, pruned_loss=0.08089, over 12376.00 frames. utt_duration=140.6 frames, utt_pad_proportion=0.1728, over 355.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3371, pruned_loss=0.1037, over 2477589.50 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06859, over 25153.22 utterances.], libri_tot_loss[loss=0.3812, simple_loss=0.4121, pruned_loss=0.1777, over 2467185.13 frames. utt_duration=1262 frames, utt_pad_proportion=0.05369, over 7828.56 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3326, pruned_loss=0.09862, over 2478141.23 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06859, over 26473.79 utterances.], batch size: 355, lr: 1.52e-03
2022-08-20 11:49:15,096 INFO [train.py:927] (4/8) Epoch 1, batch 18900, giga_loss[loss=0.2991, simple_loss=0.3606, pruned_loss=0.1188, over 12434.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03586, over 43.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3453, pruned_loss=0.1057, over 2477446.71 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06812, over 24865.84 utterances.], libri_tot_loss[loss=0.384, simple_loss=0.4163, pruned_loss=0.1783, over 2467077.18 frames. utt_duration=1267 frames, utt_pad_proportion=0.05274, over 7801.01 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3364, pruned_loss=0.09939, over 2478225.35 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06847, over 26325.33 utterances.], batch size: 43, lr: 1.52e-03
2022-08-20 11:51:10,929 INFO [train.py:927] (4/8) Epoch 1, batch 18950, giga_loss[loss=0.2162, simple_loss=0.303, pruned_loss=0.06472, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02779, over 45.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3445, pruned_loss=0.1046, over 2477030.89 frames. utt_duration=415 frames, utt_pad_proportion=0.06467, over 23944.46 utterances.], libri_tot_loss[loss=0.382, simple_loss=0.4146, pruned_loss=0.1771, over 2467196.50 frames. utt_duration=1272 frames, utt_pad_proportion=0.05163, over 7767.39 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3369, pruned_loss=0.09867, over 2477802.26 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06556, over 25607.26 utterances.], batch size: 45, lr: 1.52e-03
2022-08-20 11:53:09,715 INFO [train.py:927] (4/8) Epoch 1, batch 19000, giga_loss[loss=0.2585, simple_loss=0.3263, pruned_loss=0.09536, over 12415.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05814, over 182.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3418, pruned_loss=0.1032, over 2477525.15 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06245, over 23509.92 utterances.], libri_tot_loss[loss=0.3816, simple_loss=0.4141, pruned_loss=0.1769, over 2467295.21 frames. utt_duration=1269 frames, utt_pad_proportion=0.05131, over 7785.85 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3349, pruned_loss=0.09741, over 2478220.52 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06347, over 25091.83 utterances.], batch size: 182, lr: 1.51e-03
2022-08-20 11:55:09,656 INFO [train.py:927] (4/8) Epoch 1, batch 19050, giga_loss[loss=0.2217, simple_loss=0.3023, pruned_loss=0.07049, over 12355.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03056, over 58.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3403, pruned_loss=0.1026, over 2477452.38 frames. utt_duration=430.2 frames, utt_pad_proportion=0.05949, over 23098.25 utterances.], libri_tot_loss[loss=0.3801, simple_loss=0.4128, pruned_loss=0.176, over 2467503.19 frames. utt_duration=1273 frames, utt_pad_proportion=0.05039, over 7761.52 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3344, pruned_loss=0.09721, over 2478049.07 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06082, over 24722.52 utterances.], batch size: 58, lr: 1.51e-03
2022-08-20 11:57:17,824 INFO [train.py:927] (4/8) Epoch 1, batch 19100, giga_loss[loss=0.3205, simple_loss=0.3752, pruned_loss=0.1329, over 12408.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03623, over 113.00 utterances.], tot_loss[loss=0.2766, simple_loss=0.3436, pruned_loss=0.1048, over 2477373.55 frames. utt_duration=436.7 frames, utt_pad_proportion=0.05715, over 22756.01 utterances.], libri_tot_loss[loss=0.3798, simple_loss=0.4126, pruned_loss=0.1757, over 2467636.60 frames. utt_duration=1272 frames, utt_pad_proportion=0.04987, over 7766.51 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3374, pruned_loss=0.09912, over 2477947.51 frames. utt_duration=407.6 frames, utt_pad_proportion=0.05856, over 24389.04 utterances.], batch size: 113, lr: 1.51e-03
2022-08-20 11:59:10,720 INFO [train.py:927] (4/8) Epoch 1, batch 19150, giga_loss[loss=0.2919, simple_loss=0.36, pruned_loss=0.112, over 12423.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02998, over 122.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3461, pruned_loss=0.1069, over 2476913.97 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06062, over 24106.40 utterances.], libri_tot_loss[loss=0.3793, simple_loss=0.4127, pruned_loss=0.1751, over 2467147.82 frames. utt_duration=1273 frames, utt_pad_proportion=0.04925, over 7760.46 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3392, pruned_loss=0.1009, over 2478115.82 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06173, over 25868.76 utterances.], batch size: 122, lr: 1.51e-03
2022-08-20 12:01:09,522 INFO [train.py:927] (4/8) Epoch 1, batch 19200, giga_loss[loss=0.2478, simple_loss=0.3253, pruned_loss=0.08518, over 12454.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02496, over 80.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3492, pruned_loss=0.1085, over 2477353.74 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06289, over 24629.31 utterances.], libri_tot_loss[loss=0.3798, simple_loss=0.4132, pruned_loss=0.1753, over 2467558.52 frames. utt_duration=1273 frames, utt_pad_proportion=0.04885, over 7762.21 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3421, pruned_loss=0.1024, over 2478117.60 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06379, over 26314.46 utterances.], batch size: 80, lr: 1.51e-03
2022-08-20 12:03:22,526 INFO [train.py:927] (4/8) Epoch 1, batch 19250, giga_loss[loss=0.2418, simple_loss=0.3124, pruned_loss=0.0856, over 12438.00 frames. utt_duration=586.4 frames, utt_pad_proportion=0.02437, over 85.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3479, pruned_loss=0.1086, over 2477089.13 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06327, over 24156.81 utterances.], libri_tot_loss[loss=0.3779, simple_loss=0.4115, pruned_loss=0.1742, over 2467588.01 frames. utt_duration=1277 frames, utt_pad_proportion=0.04762, over 7740.04 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3409, pruned_loss=0.1017, over 2478143.32 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06445, over 26291.09 utterances.], batch size: 85, lr: 1.50e-03
2022-08-20 12:05:19,682 INFO [train.py:927] (4/8) Epoch 1, batch 19300, giga_loss[loss=0.2802, simple_loss=0.3442, pruned_loss=0.1081, over 12362.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03255, over 97.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3462, pruned_loss=0.1078, over 2476731.53 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06102, over 23499.75 utterances.], libri_tot_loss[loss=0.3775, simple_loss=0.4111, pruned_loss=0.1739, over 2467499.97 frames. utt_duration=1268 frames, utt_pad_proportion=0.05099, over 7794.82 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3391, pruned_loss=0.1007, over 2477906.55 frames. utt_duration=388.4 frames, utt_pad_proportion=0.0613, over 25599.09 utterances.], batch size: 97, lr: 1.50e-03
2022-08-20 12:07:26,158 INFO [train.py:927] (4/8) Epoch 1, batch 19350, giga_loss[loss=0.3113, simple_loss=0.35, pruned_loss=0.1363, over 12408.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09603, over 256.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.343, pruned_loss=0.1062, over 2476905.58 frames. utt_duration=433.4 frames, utt_pad_proportion=0.05855, over 22924.68 utterances.], libri_tot_loss[loss=0.3764, simple_loss=0.4103, pruned_loss=0.1732, over 2467259.34 frames. utt_duration=1266 frames, utt_pad_proportion=0.05112, over 7805.94 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.337, pruned_loss=0.1, over 2478224.45 frames. utt_duration=399.9 frames, utt_pad_proportion=0.05897, over 24863.43 utterances.], batch size: 256, lr: 1.50e-03
2022-08-20 12:09:22,573 INFO [train.py:927] (4/8) Epoch 1, batch 19400, giga_loss[loss=0.2735, simple_loss=0.3413, pruned_loss=0.1028, over 12408.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05872, over 182.00 utterances.], tot_loss[loss=0.277, simple_loss=0.3426, pruned_loss=0.1057, over 2476601.35 frames. utt_duration=425.6 frames, utt_pad_proportion=0.06153, over 23344.55 utterances.], libri_tot_loss[loss=0.3746, simple_loss=0.4089, pruned_loss=0.172, over 2466628.35 frames. utt_duration=1272 frames, utt_pad_proportion=0.05013, over 7768.19 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3366, pruned_loss=0.09939, over 2478547.46 frames. utt_duration=390.4 frames, utt_pad_proportion=0.062, over 25474.53 utterances.], batch size: 182, lr: 1.50e-03
2022-08-20 12:11:22,346 INFO [train.py:927] (4/8) Epoch 1, batch 19450, giga_loss[loss=0.2663, simple_loss=0.342, pruned_loss=0.09536, over 12423.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03022, over 122.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3431, pruned_loss=0.1042, over 2476792.73 frames. utt_duration=425.5 frames, utt_pad_proportion=0.06093, over 23348.62 utterances.], libri_tot_loss[loss=0.3732, simple_loss=0.4075, pruned_loss=0.1712, over 2466494.89 frames. utt_duration=1276 frames, utt_pad_proportion=0.04904, over 7738.58 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3377, pruned_loss=0.09806, over 2478757.42 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06174, over 25513.19 utterances.], batch size: 122, lr: 1.50e-03
2022-08-20 12:13:27,480 INFO [train.py:927] (4/8) Epoch 1, batch 19500, giga_loss[loss=0.2526, simple_loss=0.3367, pruned_loss=0.08421, over 12340.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03145, over 58.00 utterances.], tot_loss[loss=0.2765, simple_loss=0.3445, pruned_loss=0.1043, over 2477142.93 frames. utt_duration=427.1 frames, utt_pad_proportion=0.05987, over 23267.80 utterances.], libri_tot_loss[loss=0.3726, simple_loss=0.4072, pruned_loss=0.1707, over 2466446.82 frames. utt_duration=1278 frames, utt_pad_proportion=0.04839, over 7726.73 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3387, pruned_loss=0.09807, over 2479028.81 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06088, over 25429.19 utterances.], batch size: 58, lr: 1.50e-03
2022-08-20 12:15:31,728 INFO [train.py:927] (4/8) Epoch 1, batch 19550, giga_loss[loss=0.2612, simple_loss=0.335, pruned_loss=0.09371, over 12388.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04984, over 161.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.3452, pruned_loss=0.1046, over 2477308.11 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06365, over 23505.61 utterances.], libri_tot_loss[loss=0.3732, simple_loss=0.4079, pruned_loss=0.1709, over 2466326.03 frames. utt_duration=1240 frames, utt_pad_proportion=0.06182, over 7962.85 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3385, pruned_loss=0.09775, over 2479179.93 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06081, over 25422.82 utterances.], batch size: 161, lr: 1.49e-03
2022-08-20 12:17:47,499 INFO [train.py:927] (4/8) Epoch 1, batch 19600, giga_loss[loss=0.2964, simple_loss=0.3704, pruned_loss=0.1112, over 12430.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03734, over 105.00 utterances.], tot_loss[loss=0.2765, simple_loss=0.3451, pruned_loss=0.104, over 2477408.55 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06594, over 24190.19 utterances.], libri_tot_loss[loss=0.3727, simple_loss=0.4075, pruned_loss=0.1706, over 2466284.41 frames. utt_duration=1242 frames, utt_pad_proportion=0.06137, over 7950.23 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3396, pruned_loss=0.09837, over 2479000.52 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06372, over 25832.21 utterances.], batch size: 105, lr: 1.49e-03
2022-08-20 12:20:09,187 INFO [train.py:927] (4/8) Epoch 1, batch 19650, giga_loss[loss=0.3515, simple_loss=0.4091, pruned_loss=0.1469, over 12413.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05838, over 182.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3492, pruned_loss=0.1065, over 2477763.45 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06371, over 23676.77 utterances.], libri_tot_loss[loss=0.3751, simple_loss=0.4092, pruned_loss=0.1721, over 2466098.72 frames. utt_duration=1247 frames, utt_pad_proportion=0.06101, over 7919.13 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3426, pruned_loss=0.09982, over 2479339.62 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06215, over 25213.21 utterances.], batch size: 182, lr: 1.49e-03
2022-08-20 12:22:30,525 INFO [train.py:927] (4/8) Epoch 1, batch 19700, giga_loss[loss=0.2718, simple_loss=0.3363, pruned_loss=0.1036, over 12387.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02676, over 85.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3487, pruned_loss=0.109, over 2478109.14 frames. utt_duration=437 frames, utt_pad_proportion=0.06154, over 22744.37 utterances.], libri_tot_loss[loss=0.3755, simple_loss=0.4086, pruned_loss=0.1728, over 2466022.68 frames. utt_duration=1240 frames, utt_pad_proportion=0.06424, over 7967.49 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3427, pruned_loss=0.1016, over 2479710.75 frames. utt_duration=409.8 frames, utt_pad_proportion=0.05932, over 24273.92 utterances.], batch size: 85, lr: 1.49e-03
2022-08-20 12:24:31,524 INFO [train.py:927] (4/8) Epoch 1, batch 19750, giga_loss[loss=0.2776, simple_loss=0.35, pruned_loss=0.1026, over 12350.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.038, over 113.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3478, pruned_loss=0.1086, over 2478260.37 frames. utt_duration=433.3 frames, utt_pad_proportion=0.06032, over 22942.18 utterances.], libri_tot_loss[loss=0.3735, simple_loss=0.4069, pruned_loss=0.1716, over 2466096.83 frames. utt_duration=1244 frames, utt_pad_proportion=0.06294, over 7941.95 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3428, pruned_loss=0.102, over 2479804.68 frames. utt_duration=404.2 frames, utt_pad_proportion=0.059, over 24612.97 utterances.], batch size: 113, lr: 1.49e-03
2022-08-20 12:26:31,954 INFO [train.py:927] (4/8) Epoch 1, batch 19800, giga_loss[loss=0.3236, simple_loss=0.3871, pruned_loss=0.13, over 12453.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04769, over 162.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3495, pruned_loss=0.1093, over 2478254.12 frames. utt_duration=425.4 frames, utt_pad_proportion=0.05985, over 23366.08 utterances.], libri_tot_loss[loss=0.3727, simple_loss=0.4062, pruned_loss=0.1711, over 2466249.11 frames. utt_duration=1242 frames, utt_pad_proportion=0.06286, over 7953.30 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3451, pruned_loss=0.1033, over 2479567.20 frames. utt_duration=398.4 frames, utt_pad_proportion=0.05884, over 24968.87 utterances.], batch size: 162, lr: 1.48e-03
2022-08-20 12:28:23,041 INFO [train.py:927] (4/8) Epoch 1, batch 19850, giga_loss[loss=0.2829, simple_loss=0.3521, pruned_loss=0.1069, over 12414.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0395, over 133.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3466, pruned_loss=0.1069, over 2478250.13 frames. utt_duration=439.8 frames, utt_pad_proportion=0.05812, over 22599.15 utterances.], libri_tot_loss[loss=0.3726, simple_loss=0.4064, pruned_loss=0.1709, over 2466480.93 frames. utt_duration=1244 frames, utt_pad_proportion=0.06214, over 7938.04 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3421, pruned_loss=0.1016, over 2479240.09 frames. utt_duration=412.9 frames, utt_pad_proportion=0.05758, over 24083.58 utterances.], batch size: 133, lr: 1.48e-03
2022-08-20 12:30:18,360 INFO [train.py:927] (4/8) Epoch 1, batch 19900, giga_loss[loss=0.2976, simple_loss=0.3738, pruned_loss=0.1107, over 12424.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.0336, over 75.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3477, pruned_loss=0.1078, over 2477930.39 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06324, over 23378.68 utterances.], libri_tot_loss[loss=0.3727, simple_loss=0.4066, pruned_loss=0.1709, over 2466549.37 frames. utt_duration=1235 frames, utt_pad_proportion=0.06547, over 7998.10 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3431, pruned_loss=0.1027, over 2478810.43 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06152, over 24697.15 utterances.], batch size: 75, lr: 1.48e-03
2022-08-20 12:32:00,364 INFO [train.py:927] (4/8) Epoch 1, batch 19950, giga_loss[loss=0.3165, simple_loss=0.3709, pruned_loss=0.1311, over 12422.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06266, over 183.00 utterances.], tot_loss[loss=0.2939, simple_loss=0.3572, pruned_loss=0.1153, over 2476588.06 frames. utt_duration=433.4 frames, utt_pad_proportion=0.06372, over 22921.87 utterances.], libri_tot_loss[loss=0.3724, simple_loss=0.4062, pruned_loss=0.1707, over 2466649.93 frames. utt_duration=1231 frames, utt_pad_proportion=0.06565, over 8025.38 utterances.], giga_tot_loss[loss=0.2864, simple_loss=0.3527, pruned_loss=0.1101, over 2477449.43 frames. utt_duration=409 frames, utt_pad_proportion=0.06227, over 24301.37 utterances.], batch size: 183, lr: 1.48e-03
2022-08-20 12:33:42,924 INFO [train.py:927] (4/8) Epoch 1, batch 20000, giga_loss[loss=0.2638, simple_loss=0.3373, pruned_loss=0.0951, over 12455.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0404, over 114.00 utterances.], tot_loss[loss=0.2927, simple_loss=0.3553, pruned_loss=0.115, over 2475163.25 frames. utt_duration=465.4 frames, utt_pad_proportion=0.06177, over 21330.77 utterances.], libri_tot_loss[loss=0.3714, simple_loss=0.4053, pruned_loss=0.1701, over 2466379.27 frames. utt_duration=1236 frames, utt_pad_proportion=0.06472, over 7991.12 utterances.], giga_tot_loss[loss=0.2862, simple_loss=0.3517, pruned_loss=0.1104, over 2476272.15 frames. utt_duration=437.5 frames, utt_pad_proportion=0.06092, over 22707.33 utterances.], batch size: 114, lr: 1.48e-03
2022-08-20 12:35:30,236 INFO [train.py:927] (4/8) Epoch 1, batch 20050, giga_loss[loss=0.2581, simple_loss=0.3153, pruned_loss=0.1005, over 12422.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03676, over 105.00 utterances.], tot_loss[loss=0.2881, simple_loss=0.3502, pruned_loss=0.113, over 2474926.29 frames. utt_duration=474.9 frames, utt_pad_proportion=0.05994, over 20904.95 utterances.], libri_tot_loss[loss=0.372, simple_loss=0.4063, pruned_loss=0.1703, over 2466130.05 frames. utt_duration=1240 frames, utt_pad_proportion=0.0639, over 7967.51 utterances.], giga_tot_loss[loss=0.2807, simple_loss=0.3453, pruned_loss=0.108, over 2476226.89 frames. utt_duration=445 frames, utt_pad_proportion=0.05962, over 22322.77 utterances.], batch size: 105, lr: 1.48e-03
2022-08-20 12:37:12,739 INFO [train.py:927] (4/8) Epoch 1, batch 20100, giga_loss[loss=0.2165, simple_loss=0.2935, pruned_loss=0.06981, over 12380.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03026, over 97.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.341, pruned_loss=0.1091, over 2474418.09 frames. utt_duration=476.4 frames, utt_pad_proportion=0.0609, over 20836.47 utterances.], libri_tot_loss[loss=0.3707, simple_loss=0.4052, pruned_loss=0.1695, over 2465996.76 frames. utt_duration=1244 frames, utt_pad_proportion=0.06273, over 7939.73 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3368, pruned_loss=0.1045, over 2475729.50 frames. utt_duration=445.9 frames, utt_pad_proportion=0.06093, over 22275.12 utterances.], batch size: 97, lr: 1.47e-03
2022-08-20 12:38:55,504 INFO [train.py:927] (4/8) Epoch 1, batch 20150, giga_loss[loss=0.2705, simple_loss=0.3224, pruned_loss=0.1093, over 12364.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02872, over 91.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3351, pruned_loss=0.1068, over 2474667.82 frames. utt_duration=492.5 frames, utt_pad_proportion=0.05979, over 20156.92 utterances.], libri_tot_loss[loss=0.3701, simple_loss=0.4046, pruned_loss=0.1691, over 2466258.01 frames. utt_duration=1231 frames, utt_pad_proportion=0.06586, over 8022.42 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3299, pruned_loss=0.1013, over 2475757.14 frames. utt_duration=459 frames, utt_pad_proportion=0.05867, over 21639.30 utterances.], batch size: 91, lr: 1.47e-03
2022-08-20 12:40:36,053 INFO [train.py:927] (4/8) Epoch 1, batch 20200, giga_loss[loss=0.2281, simple_loss=0.3005, pruned_loss=0.07784, over 12365.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02819, over 91.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3282, pruned_loss=0.1031, over 2473992.88 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06023, over 20034.54 utterances.], libri_tot_loss[loss=0.3689, simple_loss=0.4035, pruned_loss=0.1684, over 2466006.78 frames. utt_duration=1236 frames, utt_pad_proportion=0.06462, over 7991.21 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3234, pruned_loss=0.09798, over 2475231.94 frames. utt_duration=461.8 frames, utt_pad_proportion=0.05966, over 21504.86 utterances.], batch size: 91, lr: 1.47e-03
2022-08-20 12:42:17,420 INFO [train.py:927] (4/8) Epoch 1, batch 20250, giga_loss[loss=0.2036, simple_loss=0.2717, pruned_loss=0.0678, over 12301.00 frames. utt_duration=912.8 frames, utt_pad_proportion=0.02375, over 54.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3229, pruned_loss=0.1008, over 2473786.36 frames. utt_duration=514.9 frames, utt_pad_proportion=0.05615, over 19271.36 utterances.], libri_tot_loss[loss=0.3696, simple_loss=0.4036, pruned_loss=0.1691, over 2465979.56 frames. utt_duration=1239 frames, utt_pad_proportion=0.06361, over 7969.57 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3177, pruned_loss=0.09488, over 2474931.46 frames. utt_duration=480.5 frames, utt_pad_proportion=0.05624, over 20662.48 utterances.], batch size: 54, lr: 1.47e-03
2022-08-20 12:44:00,670 INFO [train.py:927] (4/8) Epoch 1, batch 20300, giga_loss[loss=0.239, simple_loss=0.2977, pruned_loss=0.09019, over 12329.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03338, over 85.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.318, pruned_loss=0.09942, over 2473945.73 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06196, over 19291.47 utterances.], libri_tot_loss[loss=0.3711, simple_loss=0.404, pruned_loss=0.1704, over 2466206.03 frames. utt_duration=1239 frames, utt_pad_proportion=0.06286, over 7970.04 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3125, pruned_loss=0.09278, over 2474761.67 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06192, over 20537.87 utterances.], batch size: 85, lr: 1.47e-03
2022-08-20 12:45:44,337 INFO [train.py:927] (4/8) Epoch 1, batch 20350, giga_loss[loss=0.2094, simple_loss=0.2715, pruned_loss=0.07363, over 12387.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04116, over 133.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3126, pruned_loss=0.09477, over 2473396.48 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06194, over 19159.33 utterances.], libri_tot_loss[loss=0.3719, simple_loss=0.406, pruned_loss=0.1701, over 2466259.51 frames. utt_duration=1242 frames, utt_pad_proportion=0.06213, over 7954.55 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3052, pruned_loss=0.08872, over 2474091.63 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06217, over 20313.01 utterances.], batch size: 133, lr: 1.47e-03
2022-08-20 12:47:27,766 INFO [train.py:927] (4/8) Epoch 1, batch 20400, giga_loss[loss=0.414, simple_loss=0.4268, pruned_loss=0.2006, over 12378.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3181, pruned_loss=0.09856, over 2474111.06 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06177, over 19745.06 utterances.], libri_tot_loss[loss=0.3708, simple_loss=0.405, pruned_loss=0.1695, over 2466022.05 frames. utt_duration=1248 frames, utt_pad_proportion=0.06132, over 7912.09 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3109, pruned_loss=0.09264, over 2475074.84 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06225, over 20989.62 utterances.], batch size: 257, lr: 1.46e-03
2022-08-20 12:49:10,484 INFO [train.py:927] (4/8) Epoch 1, batch 20450, libri_loss[loss=0.3398, simple_loss=0.3773, pruned_loss=0.1512, over 12335.00 frames. utt_duration=760.7 frames, utt_pad_proportion=0.1316, over 65.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3317, pruned_loss=0.1073, over 2473410.31 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06332, over 18915.54 utterances.], libri_tot_loss[loss=0.3698, simple_loss=0.404, pruned_loss=0.1689, over 2466163.85 frames. utt_duration=1248 frames, utt_pad_proportion=0.05996, over 7910.93 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3231, pruned_loss=0.1, over 2474408.38 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06414, over 20445.29 utterances.], batch size: 65, lr: 1.46e-03
2022-08-20 12:50:54,257 INFO [train.py:927] (4/8) Epoch 1, batch 20500, giga_loss[loss=0.2507, simple_loss=0.3278, pruned_loss=0.08682, over 12247.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03191, over 45.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3397, pruned_loss=0.1109, over 2473509.40 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06432, over 18536.76 utterances.], libri_tot_loss[loss=0.3694, simple_loss=0.4036, pruned_loss=0.1687, over 2466492.49 frames. utt_duration=1251 frames, utt_pad_proportion=0.05908, over 7895.88 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3321, pruned_loss=0.1043, over 2474130.18 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06525, over 19954.06 utterances.], batch size: 45, lr: 1.46e-03
2022-08-20 12:52:37,637 INFO [train.py:927] (4/8) Epoch 1, batch 20550, giga_loss[loss=0.289, simple_loss=0.3493, pruned_loss=0.1143, over 12440.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03195, over 80.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.3443, pruned_loss=0.1121, over 2474082.36 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06252, over 18775.66 utterances.], libri_tot_loss[loss=0.3695, simple_loss=0.4037, pruned_loss=0.1687, over 2466451.43 frames. utt_duration=1255 frames, utt_pad_proportion=0.05856, over 7871.61 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3374, pruned_loss=0.1061, over 2474699.12 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06358, over 20052.82 utterances.], batch size: 80, lr: 1.46e-03
2022-08-20 12:54:20,875 INFO [train.py:927] (4/8) Epoch 1, batch 20600, giga_loss[loss=0.2676, simple_loss=0.3436, pruned_loss=0.09577, over 12329.00 frames. utt_duration=749 frames, utt_pad_proportion=0.03109, over 66.00 utterances.], tot_loss[loss=0.29, simple_loss=0.3489, pruned_loss=0.1156, over 2473410.61 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06647, over 18792.71 utterances.], libri_tot_loss[loss=0.3681, simple_loss=0.4026, pruned_loss=0.1678, over 2466774.28 frames. utt_duration=1245 frames, utt_pad_proportion=0.06186, over 7933.09 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3424, pruned_loss=0.1098, over 2473846.20 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06602, over 20104.86 utterances.], batch size: 66, lr: 1.46e-03
2022-08-20 12:56:03,992 INFO [train.py:927] (4/8) Epoch 1, batch 20650, giga_loss[loss=0.2753, simple_loss=0.3588, pruned_loss=0.0959, over 12458.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03065, over 75.00 utterances.], tot_loss[loss=0.2946, simple_loss=0.3539, pruned_loss=0.1176, over 2473680.94 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06125, over 17971.29 utterances.], libri_tot_loss[loss=0.3686, simple_loss=0.4032, pruned_loss=0.168, over 2466953.61 frames. utt_duration=1248 frames, utt_pad_proportion=0.06086, over 7917.55 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3473, pruned_loss=0.1119, over 2473978.44 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06157, over 19220.64 utterances.], batch size: 75, lr: 1.46e-03
2022-08-20 12:57:45,616 INFO [train.py:927] (4/8) Epoch 1, batch 20700, giga_loss[loss=0.2947, simple_loss=0.3614, pruned_loss=0.114, over 12470.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.04006, over 26.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3578, pruned_loss=0.12, over 2473160.94 frames. utt_duration=547.2 frames, utt_pad_proportion=0.0657, over 18127.96 utterances.], libri_tot_loss[loss=0.3672, simple_loss=0.4018, pruned_loss=0.1672, over 2466990.48 frames. utt_duration=1252 frames, utt_pad_proportion=0.05954, over 7889.77 utterances.], giga_tot_loss[loss=0.2907, simple_loss=0.3523, pruned_loss=0.1146, over 2473589.35 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06621, over 19478.28 utterances.], batch size: 26, lr: 1.45e-03
2022-08-20 12:59:28,884 INFO [train.py:927] (4/8) Epoch 1, batch 20750, giga_loss[loss=0.2971, simple_loss=0.3537, pruned_loss=0.1202, over 12380.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02699, over 48.00 utterances.], tot_loss[loss=0.299, simple_loss=0.3588, pruned_loss=0.1196, over 2473539.52 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06469, over 17880.45 utterances.], libri_tot_loss[loss=0.366, simple_loss=0.4008, pruned_loss=0.1665, over 2467444.33 frames. utt_duration=1256 frames, utt_pad_proportion=0.05836, over 7864.46 utterances.], giga_tot_loss[loss=0.2917, simple_loss=0.3542, pruned_loss=0.1146, over 2473652.37 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06566, over 19257.68 utterances.], batch size: 48, lr: 1.45e-03
2022-08-20 13:01:10,477 INFO [train.py:927] (4/8) Epoch 1, batch 20800, giga_loss[loss=0.2746, simple_loss=0.3508, pruned_loss=0.09918, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02753, over 45.00 utterances.], tot_loss[loss=0.3006, simple_loss=0.3604, pruned_loss=0.1205, over 2472433.27 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06492, over 17915.14 utterances.], libri_tot_loss[loss=0.3659, simple_loss=0.4011, pruned_loss=0.1663, over 2466975.17 frames. utt_duration=1259 frames, utt_pad_proportion=0.05677, over 7848.90 utterances.], giga_tot_loss[loss=0.2923, simple_loss=0.3548, pruned_loss=0.1149, over 2473143.94 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06637, over 19419.88 utterances.], batch size: 45, lr: 1.45e-03
2022-08-20 13:02:54,235 INFO [train.py:927] (4/8) Epoch 1, batch 20850, libri_loss[loss=0.2612, simple_loss=0.3088, pruned_loss=0.1069, over 12264.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01096, over 28.00 utterances.], tot_loss[loss=0.3077, simple_loss=0.3653, pruned_loss=0.1251, over 2472140.89 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06334, over 17369.33 utterances.], libri_tot_loss[loss=0.3676, simple_loss=0.4026, pruned_loss=0.1672, over 2466964.22 frames. utt_duration=1248 frames, utt_pad_proportion=0.06055, over 7918.36 utterances.], giga_tot_loss[loss=0.2981, simple_loss=0.3586, pruned_loss=0.1188, over 2472842.49 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06317, over 18729.80 utterances.], batch size: 28, lr: 1.45e-03
2022-08-20 13:04:38,526 INFO [train.py:927] (4/8) Epoch 1, batch 20900, giga_loss[loss=0.2696, simple_loss=0.3338, pruned_loss=0.1027, over 12355.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03919, over 113.00 utterances.], tot_loss[loss=0.3082, simple_loss=0.3645, pruned_loss=0.1259, over 2471447.95 frames. utt_duration=587.5 frames, utt_pad_proportion=0.05963, over 16869.47 utterances.], libri_tot_loss[loss=0.3667, simple_loss=0.4017, pruned_loss=0.1667, over 2466937.09 frames. utt_duration=1251 frames, utt_pad_proportion=0.05992, over 7894.70 utterances.], giga_tot_loss[loss=0.3007, simple_loss=0.3596, pruned_loss=0.1209, over 2472074.09 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05998, over 18091.34 utterances.], batch size: 113, lr: 1.45e-03
2022-08-20 13:06:22,066 INFO [train.py:927] (4/8) Epoch 1, batch 20950, giga_loss[loss=0.3529, simple_loss=0.3844, pruned_loss=0.1607, over 12341.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2067, over 370.00 utterances.], tot_loss[loss=0.3072, simple_loss=0.363, pruned_loss=0.1257, over 2471837.63 frames. utt_duration=569.7 frames, utt_pad_proportion=0.0636, over 17401.52 utterances.], libri_tot_loss[loss=0.3656, simple_loss=0.4005, pruned_loss=0.1661, over 2466941.80 frames. utt_duration=1253 frames, utt_pad_proportion=0.05911, over 7887.59 utterances.], giga_tot_loss[loss=0.3003, simple_loss=0.3588, pruned_loss=0.1209, over 2472536.13 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06392, over 18689.99 utterances.], batch size: 370, lr: 1.45e-03
2022-08-20 13:08:08,049 INFO [train.py:927] (4/8) Epoch 1, batch 21000, giga_loss[loss=0.2757, simple_loss=0.3396, pruned_loss=0.1059, over 12343.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.3046, simple_loss=0.3611, pruned_loss=0.124, over 2472677.66 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06505, over 17674.17 utterances.], libri_tot_loss[loss=0.3653, simple_loss=0.4003, pruned_loss=0.166, over 2467000.78 frames. utt_duration=1251 frames, utt_pad_proportion=0.05893, over 7894.74 utterances.], giga_tot_loss[loss=0.2989, simple_loss=0.3578, pruned_loss=0.12, over 2473233.39 frames. utt_duration=528.8 frames, utt_pad_proportion=0.0653, over 18761.74 utterances.], batch size: 97, lr: 1.44e-03
2022-08-20 13:08:08,051 INFO [train.py:958] (4/8) Computing validation loss
2022-08-20 13:08:21,334 INFO [train.py:967] (4/8) Epoch 1, validation: loss=0.2588, simple_loss=0.3444, pruned_loss=0.08664, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 13:10:06,001 INFO [train.py:927] (4/8) Epoch 1, batch 21050, giga_loss[loss=0.2607, simple_loss=0.3166, pruned_loss=0.1024, over 12379.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07451, over 212.00 utterances.], tot_loss[loss=0.299, simple_loss=0.356, pruned_loss=0.121, over 2473024.74 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06914, over 18628.36 utterances.], libri_tot_loss[loss=0.3642, simple_loss=0.3994, pruned_loss=0.1653, over 2467204.61 frames. utt_duration=1257 frames, utt_pad_proportion=0.05755, over 7861.02 utterances.], giga_tot_loss[loss=0.2933, simple_loss=0.3528, pruned_loss=0.1169, over 2473457.39 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06977, over 19866.78 utterances.], batch size: 212, lr: 1.44e-03
2022-08-20 13:11:48,247 INFO [train.py:927] (4/8) Epoch 1, batch 21100, giga_loss[loss=0.2957, simple_loss=0.3422, pruned_loss=0.1246, over 12402.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07263, over 212.00 utterances.], tot_loss[loss=0.2912, simple_loss=0.3489, pruned_loss=0.1167, over 2473367.38 frames. utt_duration=521.5 frames, utt_pad_proportion=0.0669, over 19024.49 utterances.], libri_tot_loss[loss=0.3636, simple_loss=0.3989, pruned_loss=0.165, over 2467147.60 frames. utt_duration=1260 frames, utt_pad_proportion=0.05642, over 7843.69 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.3457, pruned_loss=0.1128, over 2473909.87 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06798, over 20269.41 utterances.], batch size: 212, lr: 1.44e-03
2022-08-20 13:13:30,634 INFO [train.py:927] (4/8) Epoch 1, batch 21150, giga_loss[loss=0.27, simple_loss=0.3356, pruned_loss=0.1022, over 12366.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03049, over 51.00 utterances.], tot_loss[loss=0.2904, simple_loss=0.3481, pruned_loss=0.1164, over 2473416.25 frames. utt_duration=514.7 frames, utt_pad_proportion=0.07124, over 19276.46 utterances.], libri_tot_loss[loss=0.3627, simple_loss=0.3979, pruned_loss=0.1645, over 2466855.56 frames. utt_duration=1248 frames, utt_pad_proportion=0.05997, over 7915.86 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3444, pruned_loss=0.1117, over 2474372.59 frames. utt_duration=480 frames, utt_pad_proportion=0.07084, over 20685.11 utterances.], batch size: 51, lr: 1.44e-03
2022-08-20 13:15:18,536 INFO [train.py:927] (4/8) Epoch 1, batch 21200, libri_loss[loss=0.3877, simple_loss=0.4014, pruned_loss=0.187, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006747, over 34.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3461, pruned_loss=0.1147, over 2473352.24 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06557, over 18392.96 utterances.], libri_tot_loss[loss=0.3624, simple_loss=0.3977, pruned_loss=0.1642, over 2466988.79 frames. utt_duration=1250 frames, utt_pad_proportion=0.05917, over 7903.97 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3415, pruned_loss=0.1095, over 2474208.09 frames. utt_duration=499 frames, utt_pad_proportion=0.06598, over 19891.58 utterances.], batch size: 34, lr: 1.44e-03
2022-08-20 13:16:57,312 INFO [train.py:927] (4/8) Epoch 1, batch 21250, giga_loss[loss=0.2863, simple_loss=0.3356, pruned_loss=0.1185, over 12457.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02899, over 80.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3416, pruned_loss=0.1123, over 2473170.21 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06307, over 18173.47 utterances.], libri_tot_loss[loss=0.3618, simple_loss=0.3971, pruned_loss=0.1639, over 2466849.58 frames. utt_duration=1254 frames, utt_pad_proportion=0.05856, over 7879.53 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3379, pruned_loss=0.1078, over 2474050.89 frames. utt_duration=508.6 frames, utt_pad_proportion=0.0638, over 19513.79 utterances.], batch size: 80, lr: 1.44e-03
2022-08-20 13:18:36,167 INFO [train.py:927] (4/8) Epoch 1, batch 21300, giga_loss[loss=0.2983, simple_loss=0.351, pruned_loss=0.1228, over 12428.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 183.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3383, pruned_loss=0.1112, over 2474303.18 frames. utt_duration=561.1 frames, utt_pad_proportion=0.0593, over 17684.86 utterances.], libri_tot_loss[loss=0.3615, simple_loss=0.3965, pruned_loss=0.1639, over 2467166.48 frames. utt_duration=1259 frames, utt_pad_proportion=0.057, over 7848.16 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3341, pruned_loss=0.1059, over 2474960.79 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06076, over 19104.30 utterances.], batch size: 183, lr: 1.43e-03
2022-08-20 13:20:14,466 INFO [train.py:927] (4/8) Epoch 1, batch 21350, giga_loss[loss=0.2233, simple_loss=0.2944, pruned_loss=0.07608, over 12367.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02863, over 70.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3352, pruned_loss=0.1076, over 2474301.59 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05654, over 17155.99 utterances.], libri_tot_loss[loss=0.3634, simple_loss=0.3991, pruned_loss=0.1646, over 2467403.37 frames. utt_duration=1247 frames, utt_pad_proportion=0.0606, over 7921.30 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3289, pruned_loss=0.1024, over 2474666.38 frames. utt_duration=542.6 frames, utt_pad_proportion=0.05657, over 18294.67 utterances.], batch size: 70, lr: 1.43e-03
2022-08-20 13:21:55,688 INFO [train.py:927] (4/8) Epoch 1, batch 21400, giga_loss[loss=0.2176, simple_loss=0.2773, pruned_loss=0.07894, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03496, over 40.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3327, pruned_loss=0.1071, over 2474705.19 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05451, over 16362.94 utterances.], libri_tot_loss[loss=0.3629, simple_loss=0.3978, pruned_loss=0.1646, over 2467817.71 frames. utt_duration=1244 frames, utt_pad_proportion=0.06273, over 7942.12 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3256, pruned_loss=0.1001, over 2474972.74 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05382, over 17717.26 utterances.], batch size: 40, lr: 1.43e-03
2022-08-20 13:23:33,540 INFO [train.py:927] (4/8) Epoch 1, batch 21450, giga_loss[loss=0.2753, simple_loss=0.3364, pruned_loss=0.1071, over 12412.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03375, over 80.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3302, pruned_loss=0.1055, over 2475028.52 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05306, over 16504.09 utterances.], libri_tot_loss[loss=0.3621, simple_loss=0.3972, pruned_loss=0.1642, over 2467916.93 frames. utt_duration=1243 frames, utt_pad_proportion=0.06264, over 7950.20 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.324, pruned_loss=0.09931, over 2475279.97 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05258, over 17717.10 utterances.], batch size: 80, lr: 1.43e-03
2022-08-20 13:25:16,306 INFO [train.py:927] (4/8) Epoch 1, batch 21500, giga_loss[loss=0.2106, simple_loss=0.2782, pruned_loss=0.07152, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03518, over 37.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.333, pruned_loss=0.1077, over 2474425.05 frames. utt_duration=599.4 frames, utt_pad_proportion=0.0577, over 16553.69 utterances.], libri_tot_loss[loss=0.3613, simple_loss=0.3964, pruned_loss=0.1637, over 2467865.97 frames. utt_duration=1244 frames, utt_pad_proportion=0.06222, over 7947.42 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3273, pruned_loss=0.1018, over 2474832.84 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05714, over 17716.33 utterances.], batch size: 37, lr: 1.43e-03
2022-08-20 13:26:57,926 INFO [train.py:927] (4/8) Epoch 1, batch 21550, giga_loss[loss=0.2898, simple_loss=0.3431, pruned_loss=0.1183, over 12440.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03405, over 37.00 utterances.], tot_loss[loss=0.2856, simple_loss=0.3416, pruned_loss=0.1148, over 2475137.01 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05724, over 16897.29 utterances.], libri_tot_loss[loss=0.3602, simple_loss=0.3952, pruned_loss=0.1632, over 2468010.60 frames. utt_duration=1248 frames, utt_pad_proportion=0.06091, over 7916.87 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3362, pruned_loss=0.109, over 2475542.96 frames. utt_duration=547.6 frames, utt_pad_proportion=0.05727, over 18133.27 utterances.], batch size: 37, lr: 1.43e-03
2022-08-20 13:28:37,394 INFO [train.py:927] (4/8) Epoch 1, batch 21600, giga_loss[loss=0.323, simple_loss=0.3878, pruned_loss=0.1291, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04066, over 133.00 utterances.], tot_loss[loss=0.2897, simple_loss=0.3465, pruned_loss=0.1164, over 2474247.41 frames. utt_duration=556 frames, utt_pad_proportion=0.06603, over 17848.40 utterances.], libri_tot_loss[loss=0.36, simple_loss=0.3951, pruned_loss=0.163, over 2467911.88 frames. utt_duration=1251 frames, utt_pad_proportion=0.06048, over 7901.76 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3419, pruned_loss=0.1116, over 2474706.59 frames. utt_duration=525 frames, utt_pad_proportion=0.06571, over 18908.91 utterances.], batch size: 133, lr: 1.42e-03
2022-08-20 13:30:16,856 INFO [train.py:927] (4/8) Epoch 1, batch 21650, giga_loss[loss=0.2889, simple_loss=0.3493, pruned_loss=0.1142, over 12462.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03461, over 86.00 utterances.], tot_loss[loss=0.3011, simple_loss=0.3582, pruned_loss=0.122, over 2474135.56 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06525, over 18007.06 utterances.], libri_tot_loss[loss=0.3628, simple_loss=0.399, pruned_loss=0.1639, over 2467912.19 frames. utt_duration=1252 frames, utt_pad_proportion=0.05978, over 7894.30 utterances.], giga_tot_loss[loss=0.292, simple_loss=0.3506, pruned_loss=0.1168, over 2474559.18 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06535, over 18991.28 utterances.], batch size: 86, lr: 1.42e-03
2022-08-20 13:31:57,134 INFO [train.py:927] (4/8) Epoch 1, batch 21700, giga_loss[loss=0.316, simple_loss=0.3662, pruned_loss=0.1329, over 12400.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05806, over 182.00 utterances.], tot_loss[loss=0.2967, simple_loss=0.3556, pruned_loss=0.1189, over 2474093.72 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05924, over 17602.18 utterances.], libri_tot_loss[loss=0.3633, simple_loss=0.3995, pruned_loss=0.1642, over 2468154.50 frames. utt_duration=1255 frames, utt_pad_proportion=0.05826, over 7875.08 utterances.], giga_tot_loss[loss=0.2869, simple_loss=0.3477, pruned_loss=0.113, over 2474422.64 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06024, over 18732.04 utterances.], batch size: 182, lr: 1.42e-03
2022-08-20 13:33:38,425 INFO [train.py:927] (4/8) Epoch 1, batch 21750, giga_loss[loss=0.2547, simple_loss=0.3314, pruned_loss=0.08901, over 12434.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04858, over 34.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.354, pruned_loss=0.1172, over 2474242.68 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05803, over 17537.83 utterances.], libri_tot_loss[loss=0.363, simple_loss=0.3991, pruned_loss=0.164, over 2468108.33 frames. utt_duration=1258 frames, utt_pad_proportion=0.05737, over 7857.77 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3472, pruned_loss=0.1118, over 2474656.60 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05923, over 18628.35 utterances.], batch size: 34, lr: 1.42e-03
2022-08-20 13:35:20,608 INFO [train.py:927] (4/8) Epoch 1, batch 21800, giga_loss[loss=0.3109, simple_loss=0.3702, pruned_loss=0.1258, over 12371.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03112, over 58.00 utterances.], tot_loss[loss=0.2988, simple_loss=0.3573, pruned_loss=0.1201, over 2474474.66 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06041, over 17600.45 utterances.], libri_tot_loss[loss=0.3628, simple_loss=0.3986, pruned_loss=0.1641, over 2468252.39 frames. utt_duration=1250 frames, utt_pad_proportion=0.05973, over 7910.87 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.3509, pruned_loss=0.1142, over 2474853.94 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06043, over 18746.24 utterances.], batch size: 58, lr: 1.42e-03
2022-08-20 13:37:01,754 INFO [train.py:927] (4/8) Epoch 1, batch 21850, giga_loss[loss=0.3248, simple_loss=0.3793, pruned_loss=0.1352, over 12330.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03036, over 51.00 utterances.], tot_loss[loss=0.3023, simple_loss=0.3598, pruned_loss=0.1224, over 2474477.12 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06029, over 17998.28 utterances.], libri_tot_loss[loss=0.3625, simple_loss=0.398, pruned_loss=0.164, over 2468280.40 frames. utt_duration=1254 frames, utt_pad_proportion=0.0589, over 7880.94 utterances.], giga_tot_loss[loss=0.2943, simple_loss=0.3545, pruned_loss=0.1171, over 2474849.98 frames. utt_duration=520.1 frames, utt_pad_proportion=0.0606, over 19088.93 utterances.], batch size: 51, lr: 1.42e-03
2022-08-20 13:38:43,250 INFO [train.py:927] (4/8) Epoch 1, batch 21900, giga_loss[loss=0.2775, simple_loss=0.3481, pruned_loss=0.1034, over 12387.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.03095, over 51.00 utterances.], tot_loss[loss=0.304, simple_loss=0.3619, pruned_loss=0.1231, over 2474315.83 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06122, over 17803.38 utterances.], libri_tot_loss[loss=0.3643, simple_loss=0.4001, pruned_loss=0.1648, over 2468254.20 frames. utt_duration=1256 frames, utt_pad_proportion=0.05848, over 7870.18 utterances.], giga_tot_loss[loss=0.2956, simple_loss=0.3555, pruned_loss=0.1178, over 2474684.77 frames. utt_duration=529 frames, utt_pad_proportion=0.0616, over 18764.40 utterances.], batch size: 51, lr: 1.42e-03
2022-08-20 13:40:23,926 INFO [train.py:927] (4/8) Epoch 1, batch 21950, giga_loss[loss=0.3727, simple_loss=0.3982, pruned_loss=0.1736, over 12383.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1035, over 258.00 utterances.], tot_loss[loss=0.3045, simple_loss=0.3623, pruned_loss=0.1234, over 2474951.95 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06172, over 17463.80 utterances.], libri_tot_loss[loss=0.3637, simple_loss=0.3991, pruned_loss=0.1647, over 2468246.78 frames. utt_duration=1262 frames, utt_pad_proportion=0.05742, over 7835.74 utterances.], giga_tot_loss[loss=0.297, simple_loss=0.3572, pruned_loss=0.1184, over 2475367.97 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06241, over 18474.63 utterances.], batch size: 258, lr: 1.41e-03
2022-08-20 13:42:05,073 INFO [train.py:927] (4/8) Epoch 1, batch 22000, giga_loss[loss=0.3324, simple_loss=0.3746, pruned_loss=0.1451, over 12396.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.3019, simple_loss=0.3613, pruned_loss=0.1213, over 2475268.46 frames. utt_duration=594 frames, utt_pad_proportion=0.05886, over 16710.75 utterances.], libri_tot_loss[loss=0.3631, simple_loss=0.3986, pruned_loss=0.1643, over 2468251.75 frames. utt_duration=1265 frames, utt_pad_proportion=0.0568, over 7814.32 utterances.], giga_tot_loss[loss=0.2957, simple_loss=0.3572, pruned_loss=0.1171, over 2475687.08 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05982, over 17653.01 utterances.], batch size: 258, lr: 1.41e-03
2022-08-20 13:43:52,126 INFO [train.py:927] (4/8) Epoch 1, batch 22050, giga_loss[loss=0.2768, simple_loss=0.3453, pruned_loss=0.1042, over 12163.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03848, over 33.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3609, pruned_loss=0.1199, over 2475552.91 frames. utt_duration=619 frames, utt_pad_proportion=0.05577, over 16035.40 utterances.], libri_tot_loss[loss=0.3637, simple_loss=0.4, pruned_loss=0.1642, over 2468860.01 frames. utt_duration=1269 frames, utt_pad_proportion=0.05552, over 7794.18 utterances.], giga_tot_loss[loss=0.2931, simple_loss=0.3553, pruned_loss=0.1154, over 2475511.63 frames. utt_duration=582.2 frames, utt_pad_proportion=0.05727, over 17052.58 utterances.], batch size: 33, lr: 1.41e-03
2022-08-20 13:45:33,629 INFO [train.py:927] (4/8) Epoch 1, batch 22100, giga_loss[loss=0.3695, simple_loss=0.4056, pruned_loss=0.1667, over 12421.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06634, over 184.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.359, pruned_loss=0.1194, over 2475102.43 frames. utt_duration=627 frames, utt_pad_proportion=0.05624, over 15827.09 utterances.], libri_tot_loss[loss=0.3636, simple_loss=0.3995, pruned_loss=0.1643, over 2468681.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.05552, over 7814.88 utterances.], giga_tot_loss[loss=0.2921, simple_loss=0.3542, pruned_loss=0.1149, over 2475372.72 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05749, over 16772.55 utterances.], batch size: 184, lr: 1.41e-03
2022-08-20 13:47:13,948 INFO [train.py:927] (4/8) Epoch 1, batch 22150, giga_loss[loss=0.2422, simple_loss=0.3285, pruned_loss=0.07799, over 12351.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02988, over 70.00 utterances.], tot_loss[loss=0.2994, simple_loss=0.3593, pruned_loss=0.1197, over 2473474.14 frames. utt_duration=630.7 frames, utt_pad_proportion=0.05435, over 15723.55 utterances.], libri_tot_loss[loss=0.363, simple_loss=0.3989, pruned_loss=0.164, over 2468334.89 frames. utt_duration=1265 frames, utt_pad_proportion=0.05505, over 7812.35 utterances.], giga_tot_loss[loss=0.2926, simple_loss=0.3551, pruned_loss=0.1151, over 2474153.10 frames. utt_duration=594 frames, utt_pad_proportion=0.05568, over 16703.24 utterances.], batch size: 70, lr: 1.41e-03
2022-08-20 13:48:54,980 INFO [train.py:927] (4/8) Epoch 1, batch 22200, giga_loss[loss=0.2787, simple_loss=0.3413, pruned_loss=0.1081, over 12357.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02928, over 70.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3588, pruned_loss=0.1189, over 2472557.79 frames. utt_duration=650.9 frames, utt_pad_proportion=0.05092, over 15229.67 utterances.], libri_tot_loss[loss=0.3645, simple_loss=0.3997, pruned_loss=0.1651, over 2468335.08 frames. utt_duration=1268 frames, utt_pad_proportion=0.05445, over 7793.28 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3542, pruned_loss=0.1137, over 2473154.47 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05242, over 16123.22 utterances.], batch size: 70, lr: 1.41e-03
2022-08-20 13:50:35,451 INFO [train.py:927] (4/8) Epoch 1, batch 22250, libri_loss[loss=0.2881, simple_loss=0.3416, pruned_loss=0.1172, over 12311.00 frames. utt_duration=1825 frames, utt_pad_proportion=0.0537, over 27.00 utterances.], tot_loss[loss=0.2964, simple_loss=0.3571, pruned_loss=0.1178, over 2472629.46 frames. utt_duration=649.1 frames, utt_pad_proportion=0.04885, over 15272.43 utterances.], libri_tot_loss[loss=0.364, simple_loss=0.3992, pruned_loss=0.1649, over 2468229.94 frames. utt_duration=1271 frames, utt_pad_proportion=0.0538, over 7778.63 utterances.], giga_tot_loss[loss=0.2894, simple_loss=0.3529, pruned_loss=0.1129, over 2473279.13 frames. utt_duration=613.5 frames, utt_pad_proportion=0.05037, over 16165.39 utterances.], batch size: 27, lr: 1.40e-03
2022-08-20 13:52:16,096 INFO [train.py:927] (4/8) Epoch 1, batch 22300, libri_loss[loss=0.3522, simple_loss=0.3862, pruned_loss=0.1591, over 12243.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02866, over 45.00 utterances.], tot_loss[loss=0.2926, simple_loss=0.3533, pruned_loss=0.1159, over 2471439.79 frames. utt_duration=673.3 frames, utt_pad_proportion=0.04687, over 14715.92 utterances.], libri_tot_loss[loss=0.3618, simple_loss=0.3974, pruned_loss=0.1635, over 2467709.84 frames. utt_duration=1273 frames, utt_pad_proportion=0.05237, over 7761.44 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3497, pruned_loss=0.1111, over 2472632.60 frames. utt_duration=629 frames, utt_pad_proportion=0.04877, over 15761.76 utterances.], batch size: 45, lr: 1.40e-03
2022-08-20 13:53:56,885 INFO [train.py:927] (4/8) Epoch 1, batch 22350, giga_loss[loss=0.2442, simple_loss=0.3105, pruned_loss=0.08897, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02728, over 66.00 utterances.], tot_loss[loss=0.2924, simple_loss=0.3519, pruned_loss=0.1164, over 2470633.75 frames. utt_duration=674.3 frames, utt_pad_proportion=0.05175, over 14689.67 utterances.], libri_tot_loss[loss=0.3592, simple_loss=0.3952, pruned_loss=0.162, over 2467307.41 frames. utt_duration=1262 frames, utt_pad_proportion=0.05533, over 7827.38 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3481, pruned_loss=0.1109, over 2472227.40 frames. utt_duration=622.4 frames, utt_pad_proportion=0.05124, over 15925.74 utterances.], batch size: 66, lr: 1.40e-03
2022-08-20 13:55:38,886 INFO [train.py:927] (4/8) Epoch 1, batch 22400, giga_loss[loss=0.3821, simple_loss=0.3986, pruned_loss=0.1828, over 12372.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07493, over 212.00 utterances.], tot_loss[loss=0.2899, simple_loss=0.349, pruned_loss=0.1154, over 2471250.02 frames. utt_duration=670.8 frames, utt_pad_proportion=0.05368, over 14770.36 utterances.], libri_tot_loss[loss=0.3586, simple_loss=0.3948, pruned_loss=0.1616, over 2467535.20 frames. utt_duration=1260 frames, utt_pad_proportion=0.05441, over 7842.74 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3448, pruned_loss=0.1097, over 2472453.92 frames. utt_duration=619.6 frames, utt_pad_proportion=0.05351, over 16000.69 utterances.], batch size: 212, lr: 1.40e-03
2022-08-20 13:57:21,044 INFO [train.py:927] (4/8) Epoch 1, batch 22450, giga_loss[loss=0.3068, simple_loss=0.3566, pruned_loss=0.1285, over 12364.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1939, over 367.00 utterances.], tot_loss[loss=0.2863, simple_loss=0.345, pruned_loss=0.1137, over 2470793.23 frames. utt_duration=631.9 frames, utt_pad_proportion=0.05805, over 15676.49 utterances.], libri_tot_loss[loss=0.3586, simple_loss=0.3947, pruned_loss=0.1616, over 2467520.53 frames. utt_duration=1261 frames, utt_pad_proportion=0.05419, over 7839.52 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3416, pruned_loss=0.1091, over 2471762.24 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05774, over 16669.19 utterances.], batch size: 367, lr: 1.40e-03
2022-08-20 13:59:02,010 INFO [train.py:927] (4/8) Epoch 1, batch 22500, giga_loss[loss=0.2397, simple_loss=0.3093, pruned_loss=0.08501, over 12279.00 frames. utt_duration=964.6 frames, utt_pad_proportion=0.03736, over 51.00 utterances.], tot_loss[loss=0.2862, simple_loss=0.3455, pruned_loss=0.1135, over 2471759.97 frames. utt_duration=592.2 frames, utt_pad_proportion=0.0637, over 16736.48 utterances.], libri_tot_loss[loss=0.3589, simple_loss=0.395, pruned_loss=0.1618, over 2467527.92 frames. utt_duration=1262 frames, utt_pad_proportion=0.05398, over 7833.33 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3424, pruned_loss=0.1094, over 2472531.76 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06332, over 17560.42 utterances.], batch size: 51, lr: 1.40e-03
2022-08-20 14:00:43,766 INFO [train.py:927] (4/8) Epoch 1, batch 22550, giga_loss[loss=0.2853, simple_loss=0.3582, pruned_loss=0.1062, over 12395.00 frames. utt_duration=404.5 frames, utt_pad_proportion=0.03924, over 123.00 utterances.], tot_loss[loss=0.2938, simple_loss=0.3525, pruned_loss=0.1175, over 2471620.85 frames. utt_duration=580.6 frames, utt_pad_proportion=0.0612, over 17073.71 utterances.], libri_tot_loss[loss=0.3623, simple_loss=0.3985, pruned_loss=0.1634, over 2467375.12 frames. utt_duration=1263 frames, utt_pad_proportion=0.05374, over 7824.91 utterances.], giga_tot_loss[loss=0.2846, simple_loss=0.3458, pruned_loss=0.1117, over 2472469.55 frames. utt_duration=552 frames, utt_pad_proportion=0.0612, over 17964.85 utterances.], batch size: 123, lr: 1.40e-03
2022-08-20 14:02:25,102 INFO [train.py:927] (4/8) Epoch 1, batch 22600, giga_loss[loss=0.2495, simple_loss=0.3279, pruned_loss=0.0856, over 12372.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02804, over 70.00 utterances.], tot_loss[loss=0.2918, simple_loss=0.3519, pruned_loss=0.1158, over 2471925.15 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06577, over 18318.53 utterances.], libri_tot_loss[loss=0.3623, simple_loss=0.3987, pruned_loss=0.1633, over 2467123.58 frames. utt_duration=1266 frames, utt_pad_proportion=0.05304, over 7803.68 utterances.], giga_tot_loss[loss=0.2832, simple_loss=0.3456, pruned_loss=0.1104, over 2472903.94 frames. utt_duration=516 frames, utt_pad_proportion=0.0659, over 19224.99 utterances.], batch size: 70, lr: 1.39e-03
2022-08-20 14:04:05,631 INFO [train.py:927] (4/8) Epoch 1, batch 22650, libri_loss[loss=0.2783, simple_loss=0.3128, pruned_loss=0.1219, over 12225.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008626, over 29.00 utterances.], tot_loss[loss=0.2893, simple_loss=0.35, pruned_loss=0.1143, over 2472658.12 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06391, over 17828.15 utterances.], libri_tot_loss[loss=0.3614, simple_loss=0.3977, pruned_loss=0.1629, over 2466934.18 frames. utt_duration=1266 frames, utt_pad_proportion=0.05263, over 7803.89 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3443, pruned_loss=0.1088, over 2473784.79 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06437, over 18881.98 utterances.], batch size: 29, lr: 1.39e-03
2022-08-20 14:05:47,201 INFO [train.py:927] (4/8) Epoch 1, batch 22700, libri_loss[loss=0.352, simple_loss=0.3927, pruned_loss=0.1557, over 12299.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005411, over 35.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.3505, pruned_loss=0.1151, over 2472251.15 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06221, over 17470.58 utterances.], libri_tot_loss[loss=0.3595, simple_loss=0.3962, pruned_loss=0.1618, over 2466843.89 frames. utt_duration=1271 frames, utt_pad_proportion=0.0508, over 7774.99 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3449, pruned_loss=0.1092, over 2473526.04 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06353, over 18834.31 utterances.], batch size: 35, lr: 1.39e-03
2022-08-20 14:07:29,487 INFO [train.py:927] (4/8) Epoch 1, batch 22750, giga_loss[loss=0.2778, simple_loss=0.3411, pruned_loss=0.1072, over 12158.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04022, over 33.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.354, pruned_loss=0.1172, over 2471782.52 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05948, over 16711.77 utterances.], libri_tot_loss[loss=0.3601, simple_loss=0.3969, pruned_loss=0.162, over 2467096.34 frames. utt_duration=1271 frames, utt_pad_proportion=0.05004, over 7774.43 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3481, pruned_loss=0.1115, over 2472668.97 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06112, over 17961.39 utterances.], batch size: 33, lr: 1.39e-03
2022-08-20 14:09:09,791 INFO [train.py:927] (4/8) Epoch 1, batch 22800, giga_loss[loss=0.2706, simple_loss=0.3373, pruned_loss=0.102, over 12459.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04292, over 34.00 utterances.], tot_loss[loss=0.2957, simple_loss=0.3557, pruned_loss=0.1179, over 2472105.43 frames. utt_duration=592 frames, utt_pad_proportion=0.05941, over 16744.20 utterances.], libri_tot_loss[loss=0.3611, simple_loss=0.3978, pruned_loss=0.1625, over 2466943.41 frames. utt_duration=1269 frames, utt_pad_proportion=0.05037, over 7787.68 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3493, pruned_loss=0.1119, over 2473062.36 frames. utt_duration=553 frames, utt_pad_proportion=0.06073, over 17938.06 utterances.], batch size: 34, lr: 1.39e-03
2022-08-20 14:10:51,908 INFO [train.py:927] (4/8) Epoch 1, batch 22850, giga_loss[loss=0.2596, simple_loss=0.3367, pruned_loss=0.09128, over 12329.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03439, over 51.00 utterances.], tot_loss[loss=0.2938, simple_loss=0.3543, pruned_loss=0.1166, over 2472345.33 frames. utt_duration=613.6 frames, utt_pad_proportion=0.0554, over 16155.49 utterances.], libri_tot_loss[loss=0.3611, simple_loss=0.3975, pruned_loss=0.1626, over 2466906.46 frames. utt_duration=1271 frames, utt_pad_proportion=0.04961, over 7773.00 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3487, pruned_loss=0.111, over 2473244.41 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05709, over 17275.93 utterances.], batch size: 51, lr: 1.39e-03
2022-08-20 14:12:30,574 INFO [train.py:927] (4/8) Epoch 1, batch 22900, giga_loss[loss=0.2801, simple_loss=0.3363, pruned_loss=0.1119, over 12391.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04384, over 31.00 utterances.], tot_loss[loss=0.2919, simple_loss=0.3527, pruned_loss=0.1156, over 2473077.50 frames. utt_duration=617.7 frames, utt_pad_proportion=0.05474, over 16054.49 utterances.], libri_tot_loss[loss=0.3604, simple_loss=0.397, pruned_loss=0.1622, over 2466909.36 frames. utt_duration=1273 frames, utt_pad_proportion=0.04885, over 7758.74 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3476, pruned_loss=0.1102, over 2473947.09 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05649, over 17192.83 utterances.], batch size: 31, lr: 1.39e-03
2022-08-20 14:14:09,501 INFO [train.py:927] (4/8) Epoch 1, batch 22950, giga_loss[loss=0.332, simple_loss=0.3861, pruned_loss=0.139, over 12405.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07267, over 212.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.3511, pruned_loss=0.113, over 2473292.86 frames. utt_duration=615 frames, utt_pad_proportion=0.05427, over 16127.04 utterances.], libri_tot_loss[loss=0.3594, simple_loss=0.3975, pruned_loss=0.1609, over 2467240.06 frames. utt_duration=1280 frames, utt_pad_proportion=0.04756, over 7722.21 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3447, pruned_loss=0.1081, over 2473937.68 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05627, over 17382.61 utterances.], batch size: 212, lr: 1.38e-03
2022-08-20 14:15:49,955 INFO [train.py:927] (4/8) Epoch 1, batch 23000, giga_loss[loss=0.2689, simple_loss=0.3482, pruned_loss=0.09483, over 12440.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03042, over 80.00 utterances.], tot_loss[loss=0.2881, simple_loss=0.3515, pruned_loss=0.1124, over 2473511.97 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05293, over 16114.95 utterances.], libri_tot_loss[loss=0.3597, simple_loss=0.3976, pruned_loss=0.1612, over 2467238.94 frames. utt_duration=1267 frames, utt_pad_proportion=0.05175, over 7800.39 utterances.], giga_tot_loss[loss=0.2798, simple_loss=0.3453, pruned_loss=0.1072, over 2474181.32 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05313, over 17239.12 utterances.], batch size: 80, lr: 1.38e-03
2022-08-20 14:17:30,832 INFO [train.py:927] (4/8) Epoch 1, batch 23050, giga_loss[loss=0.2836, simple_loss=0.3452, pruned_loss=0.1109, over 12331.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03047, over 85.00 utterances.], tot_loss[loss=0.2879, simple_loss=0.3504, pruned_loss=0.1127, over 2473260.29 frames. utt_duration=610.8 frames, utt_pad_proportion=0.05089, over 16236.43 utterances.], libri_tot_loss[loss=0.3584, simple_loss=0.3963, pruned_loss=0.1605, over 2467102.53 frames. utt_duration=1273 frames, utt_pad_proportion=0.05041, over 7758.97 utterances.], giga_tot_loss[loss=0.2802, simple_loss=0.3453, pruned_loss=0.1076, over 2474150.62 frames. utt_duration=569 frames, utt_pad_proportion=0.05171, over 17437.91 utterances.], batch size: 85, lr: 1.38e-03
2022-08-20 14:19:09,271 INFO [train.py:927] (4/8) Epoch 1, batch 23100, giga_loss[loss=0.2948, simple_loss=0.3522, pruned_loss=0.1187, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03691, over 123.00 utterances.], tot_loss[loss=0.2878, simple_loss=0.3488, pruned_loss=0.1134, over 2473887.05 frames. utt_duration=607.5 frames, utt_pad_proportion=0.04904, over 16330.73 utterances.], libri_tot_loss[loss=0.3579, simple_loss=0.3959, pruned_loss=0.1602, over 2467150.27 frames. utt_duration=1276 frames, utt_pad_proportion=0.04985, over 7743.66 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3444, pruned_loss=0.1091, over 2474626.77 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05001, over 17399.92 utterances.], batch size: 123, lr: 1.38e-03
2022-08-20 14:20:47,821 INFO [train.py:927] (4/8) Epoch 1, batch 23150, giga_loss[loss=0.2736, simple_loss=0.3374, pruned_loss=0.1049, over 12383.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02728, over 70.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.349, pruned_loss=0.1151, over 2474526.76 frames. utt_duration=596.1 frames, utt_pad_proportion=0.04923, over 16646.72 utterances.], libri_tot_loss[loss=0.3577, simple_loss=0.396, pruned_loss=0.16, over 2467586.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.04801, over 7731.92 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3433, pruned_loss=0.1097, over 2475061.10 frames. utt_duration=553.6 frames, utt_pad_proportion=0.0507, over 17931.25 utterances.], batch size: 70, lr: 1.38e-03
2022-08-20 14:22:30,670 INFO [train.py:927] (4/8) Epoch 1, batch 23200, giga_loss[loss=0.3208, simple_loss=0.3641, pruned_loss=0.1387, over 12384.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.0701, over 211.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.344, pruned_loss=0.1126, over 2473958.83 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05349, over 16781.09 utterances.], libri_tot_loss[loss=0.3577, simple_loss=0.3959, pruned_loss=0.16, over 2467712.78 frames. utt_duration=1266 frames, utt_pad_proportion=0.05238, over 7803.20 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3392, pruned_loss=0.1079, over 2474322.68 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05269, over 17806.13 utterances.], batch size: 211, lr: 1.38e-03
2022-08-20 14:24:11,721 INFO [train.py:927] (4/8) Epoch 1, batch 23250, giga_loss[loss=0.2264, simple_loss=0.2969, pruned_loss=0.07793, over 12339.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03345, over 51.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3427, pruned_loss=0.1125, over 2473401.10 frames. utt_duration=606.8 frames, utt_pad_proportion=0.05059, over 16344.80 utterances.], libri_tot_loss[loss=0.3613, simple_loss=0.3984, pruned_loss=0.1624, over 2467354.74 frames. utt_duration=1271 frames, utt_pad_proportion=0.05144, over 7771.51 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3354, pruned_loss=0.1055, over 2474156.96 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05046, over 17384.86 utterances.], batch size: 51, lr: 1.38e-03
2022-08-20 14:25:54,271 INFO [train.py:927] (4/8) Epoch 1, batch 23300, giga_loss[loss=0.2153, simple_loss=0.2917, pruned_loss=0.06946, over 12347.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03366, over 62.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3438, pruned_loss=0.1134, over 2473863.61 frames. utt_duration=608.3 frames, utt_pad_proportion=0.05059, over 16308.74 utterances.], libri_tot_loss[loss=0.3602, simple_loss=0.3973, pruned_loss=0.1618, over 2467606.69 frames. utt_duration=1276 frames, utt_pad_proportion=0.05049, over 7743.86 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3374, pruned_loss=0.107, over 2474392.65 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05087, over 17406.41 utterances.], batch size: 62, lr: 1.37e-03
2022-08-20 14:27:33,734 INFO [train.py:927] (4/8) Epoch 1, batch 23350, giga_loss[loss=0.2591, simple_loss=0.3324, pruned_loss=0.09292, over 12337.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.02794, over 70.00 utterances.], tot_loss[loss=0.2873, simple_loss=0.3464, pruned_loss=0.1141, over 2473858.87 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05043, over 16631.24 utterances.], libri_tot_loss[loss=0.3589, simple_loss=0.3963, pruned_loss=0.1609, over 2467894.42 frames. utt_duration=1278 frames, utt_pad_proportion=0.04954, over 7734.30 utterances.], giga_tot_loss[loss=0.2792, simple_loss=0.341, pruned_loss=0.1087, over 2474161.69 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05107, over 17732.75 utterances.], batch size: 70, lr: 1.37e-03
2022-08-20 14:29:14,040 INFO [train.py:927] (4/8) Epoch 1, batch 23400, libri_loss[loss=0.3232, simple_loss=0.3801, pruned_loss=0.1332, over 12378.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009943, over 38.00 utterances.], tot_loss[loss=0.2902, simple_loss=0.3492, pruned_loss=0.1156, over 2473637.41 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05008, over 16694.50 utterances.], libri_tot_loss[loss=0.3568, simple_loss=0.3948, pruned_loss=0.1596, over 2467807.77 frames. utt_duration=1284 frames, utt_pad_proportion=0.0481, over 7694.73 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3446, pruned_loss=0.1107, over 2474150.88 frames. utt_duration=552.7 frames, utt_pad_proportion=0.0512, over 17954.27 utterances.], batch size: 38, lr: 1.37e-03
2022-08-20 14:31:00,289 INFO [train.py:927] (4/8) Epoch 1, batch 23450, libri_loss[loss=0.3633, simple_loss=0.4372, pruned_loss=0.1447, over 12121.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006549, over 32.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3557, pruned_loss=0.1205, over 2473936.32 frames. utt_duration=584.2 frames, utt_pad_proportion=0.05529, over 16984.14 utterances.], libri_tot_loss[loss=0.357, simple_loss=0.3954, pruned_loss=0.1596, over 2467786.36 frames. utt_duration=1282 frames, utt_pad_proportion=0.04856, over 7707.26 utterances.], giga_tot_loss[loss=0.2916, simple_loss=0.3509, pruned_loss=0.1162, over 2474473.41 frames. utt_duration=548.5 frames, utt_pad_proportion=0.05573, over 18095.50 utterances.], batch size: 32, lr: 1.37e-03
2022-08-20 14:32:43,973 INFO [train.py:927] (4/8) Epoch 1, batch 23500, giga_loss[loss=0.3345, simple_loss=0.3857, pruned_loss=0.1417, over 12451.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03589, over 40.00 utterances.], tot_loss[loss=0.3111, simple_loss=0.3657, pruned_loss=0.1283, over 2473817.45 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06556, over 18450.43 utterances.], libri_tot_loss[loss=0.3578, simple_loss=0.3963, pruned_loss=0.1599, over 2467742.36 frames. utt_duration=1258 frames, utt_pad_proportion=0.05669, over 7855.18 utterances.], giga_tot_loss[loss=0.3042, simple_loss=0.3605, pruned_loss=0.1239, over 2474396.67 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06275, over 19372.04 utterances.], batch size: 40, lr: 1.37e-03
2022-08-20 14:34:30,171 INFO [train.py:927] (4/8) Epoch 1, batch 23550, giga_loss[loss=0.3884, simple_loss=0.4239, pruned_loss=0.1765, over 12370.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03374, over 122.00 utterances.], tot_loss[loss=0.325, simple_loss=0.3749, pruned_loss=0.1375, over 2473985.71 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06593, over 18685.33 utterances.], libri_tot_loss[loss=0.3579, simple_loss=0.3958, pruned_loss=0.1602, over 2467582.26 frames. utt_duration=1248 frames, utt_pad_proportion=0.06082, over 7918.06 utterances.], giga_tot_loss[loss=0.3188, simple_loss=0.3708, pruned_loss=0.1335, over 2474658.43 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06235, over 19498.82 utterances.], batch size: 122, lr: 1.37e-03
2022-08-20 14:36:14,991 INFO [train.py:927] (4/8) Epoch 1, batch 23600, giga_loss[loss=0.3038, simple_loss=0.3694, pruned_loss=0.1191, over 12397.00 frames. utt_duration=662.5 frames, utt_pad_proportion=0.03559, over 75.00 utterances.], tot_loss[loss=0.3371, simple_loss=0.3834, pruned_loss=0.1454, over 2474047.54 frames. utt_duration=526.7 frames, utt_pad_proportion=0.07134, over 18843.96 utterances.], libri_tot_loss[loss=0.3632, simple_loss=0.3993, pruned_loss=0.1637, over 2467786.57 frames. utt_duration=1213 frames, utt_pad_proportion=0.07318, over 8145.79 utterances.], giga_tot_loss[loss=0.3265, simple_loss=0.3762, pruned_loss=0.1384, over 2474623.84 frames. utt_duration=504.4 frames, utt_pad_proportion=0.0637, over 19681.25 utterances.], batch size: 75, lr: 1.37e-03
2022-08-20 14:38:02,696 INFO [train.py:927] (4/8) Epoch 1, batch 23650, giga_loss[loss=0.3947, simple_loss=0.4191, pruned_loss=0.1852, over 12369.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04601, over 146.00 utterances.], tot_loss[loss=0.3452, simple_loss=0.3889, pruned_loss=0.1507, over 2474156.85 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06814, over 19551.24 utterances.], libri_tot_loss[loss=0.3621, simple_loss=0.3991, pruned_loss=0.1628, over 2467318.16 frames. utt_duration=1221 frames, utt_pad_proportion=0.07196, over 8092.69 utterances.], giga_tot_loss[loss=0.3373, simple_loss=0.3832, pruned_loss=0.1457, over 2475206.59 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06284, over 20530.66 utterances.], batch size: 146, lr: 1.36e-03
2022-08-20 14:39:51,959 INFO [train.py:927] (4/8) Epoch 1, batch 23700, giga_loss[loss=0.4002, simple_loss=0.4213, pruned_loss=0.1895, over 12437.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03759, over 133.00 utterances.], tot_loss[loss=0.3537, simple_loss=0.3945, pruned_loss=0.1564, over 2474479.19 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07094, over 21146.98 utterances.], libri_tot_loss[loss=0.3609, simple_loss=0.3985, pruned_loss=0.1619, over 2467277.62 frames. utt_duration=1225 frames, utt_pad_proportion=0.07011, over 8068.90 utterances.], giga_tot_loss[loss=0.3481, simple_loss=0.3903, pruned_loss=0.1529, over 2475583.46 frames. utt_duration=444.2 frames, utt_pad_proportion=0.0676, over 22367.92 utterances.], batch size: 133, lr: 1.36e-03
2022-08-20 14:41:39,749 INFO [train.py:927] (4/8) Epoch 1, batch 23750, giga_loss[loss=0.3366, simple_loss=0.3791, pruned_loss=0.147, over 12438.00 frames. utt_duration=906 frames, utt_pad_proportion=0.03209, over 55.00 utterances.], tot_loss[loss=0.3531, simple_loss=0.3932, pruned_loss=0.1565, over 2475344.50 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07927, over 21615.98 utterances.], libri_tot_loss[loss=0.3612, simple_loss=0.3987, pruned_loss=0.162, over 2467478.37 frames. utt_duration=1191 frames, utt_pad_proportion=0.08125, over 8298.55 utterances.], giga_tot_loss[loss=0.3483, simple_loss=0.3896, pruned_loss=0.1535, over 2476214.17 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07263, over 22676.58 utterances.], batch size: 55, lr: 1.36e-03
2022-08-20 14:43:24,422 INFO [train.py:927] (4/8) Epoch 1, batch 23800, giga_loss[loss=0.3031, simple_loss=0.3652, pruned_loss=0.1205, over 12453.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.0309, over 80.00 utterances.], tot_loss[loss=0.3521, simple_loss=0.3929, pruned_loss=0.1557, over 2475456.59 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08173, over 22034.87 utterances.], libri_tot_loss[loss=0.3605, simple_loss=0.3982, pruned_loss=0.1616, over 2467227.71 frames. utt_duration=1194 frames, utt_pad_proportion=0.08018, over 8272.67 utterances.], giga_tot_loss[loss=0.3487, simple_loss=0.3904, pruned_loss=0.1535, over 2476523.73 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07678, over 23143.96 utterances.], batch size: 80, lr: 1.36e-03
2022-08-20 14:45:10,593 INFO [train.py:927] (4/8) Epoch 1, batch 23850, giga_loss[loss=0.2923, simple_loss=0.361, pruned_loss=0.1118, over 12414.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03394, over 75.00 utterances.], tot_loss[loss=0.3534, simple_loss=0.3938, pruned_loss=0.1565, over 2475117.96 frames. utt_duration=439.2 frames, utt_pad_proportion=0.08188, over 22619.46 utterances.], libri_tot_loss[loss=0.36, simple_loss=0.3978, pruned_loss=0.1613, over 2467366.20 frames. utt_duration=1199 frames, utt_pad_proportion=0.07871, over 8242.05 utterances.], giga_tot_loss[loss=0.351, simple_loss=0.392, pruned_loss=0.155, over 2476020.05 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07851, over 23866.05 utterances.], batch size: 75, lr: 1.36e-03
2022-08-20 14:47:00,795 INFO [train.py:927] (4/8) Epoch 1, batch 23900, giga_loss[loss=0.3822, simple_loss=0.4057, pruned_loss=0.1793, over 12352.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1889, over 362.00 utterances.], tot_loss[loss=0.3493, simple_loss=0.3921, pruned_loss=0.1533, over 2473747.35 frames. utt_duration=436.4 frames, utt_pad_proportion=0.0823, over 22751.24 utterances.], libri_tot_loss[loss=0.3593, simple_loss=0.3976, pruned_loss=0.1607, over 2466934.51 frames. utt_duration=1206 frames, utt_pad_proportion=0.07735, over 8193.53 utterances.], giga_tot_loss[loss=0.3478, simple_loss=0.3907, pruned_loss=0.1525, over 2474983.90 frames. utt_duration=412.4 frames, utt_pad_proportion=0.08002, over 24088.77 utterances.], batch size: 362, lr: 1.36e-03
2022-08-20 14:48:45,005 INFO [train.py:927] (4/8) Epoch 1, batch 23950, giga_loss[loss=0.2914, simple_loss=0.3579, pruned_loss=0.1125, over 12350.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03276, over 58.00 utterances.], tot_loss[loss=0.3449, simple_loss=0.39, pruned_loss=0.15, over 2473932.90 frames. utt_duration=434.2 frames, utt_pad_proportion=0.0821, over 22868.19 utterances.], libri_tot_loss[loss=0.3597, simple_loss=0.3989, pruned_loss=0.1604, over 2467120.81 frames. utt_duration=1204 frames, utt_pad_proportion=0.07721, over 8205.43 utterances.], giga_tot_loss[loss=0.3433, simple_loss=0.3877, pruned_loss=0.1494, over 2474833.05 frames. utt_duration=412 frames, utt_pad_proportion=0.08039, over 24110.62 utterances.], batch size: 58, lr: 1.36e-03
2022-08-20 14:50:28,839 INFO [train.py:927] (4/8) Epoch 1, batch 24000, libri_loss[loss=0.2926, simple_loss=0.3495, pruned_loss=0.1179, over 12134.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005812, over 32.00 utterances.], tot_loss[loss=0.3404, simple_loss=0.3872, pruned_loss=0.1468, over 2474434.22 frames. utt_duration=447 frames, utt_pad_proportion=0.07665, over 22215.44 utterances.], libri_tot_loss[loss=0.3589, simple_loss=0.3988, pruned_loss=0.1597, over 2467169.02 frames. utt_duration=1212 frames, utt_pad_proportion=0.0756, over 8151.99 utterances.], giga_tot_loss[loss=0.3393, simple_loss=0.3852, pruned_loss=0.1468, over 2475336.57 frames. utt_duration=419.8 frames, utt_pad_proportion=0.07606, over 23666.66 utterances.], batch size: 32, lr: 1.35e-03
2022-08-20 14:50:28,840 INFO [train.py:958] (4/8) Computing validation loss
2022-08-20 14:50:43,960 INFO [train.py:967] (4/8) Epoch 1, validation: loss=0.2436, simple_loss=0.3562, pruned_loss=0.0655, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 14:52:38,951 INFO [train.py:927] (4/8) Epoch 1, batch 24050, giga_loss[loss=0.2911, simple_loss=0.3511, pruned_loss=0.1156, over 12219.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03141, over 42.00 utterances.], tot_loss[loss=0.3357, simple_loss=0.3842, pruned_loss=0.1436, over 2475041.34 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07098, over 21476.68 utterances.], libri_tot_loss[loss=0.3587, simple_loss=0.3988, pruned_loss=0.1594, over 2467322.45 frames. utt_duration=1214 frames, utt_pad_proportion=0.07479, over 8136.85 utterances.], giga_tot_loss[loss=0.3347, simple_loss=0.3824, pruned_loss=0.1435, over 2475717.55 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07106, over 22809.80 utterances.], batch size: 42, lr: 1.35e-03
2022-08-20 14:54:23,180 INFO [train.py:927] (4/8) Epoch 1, batch 24100, giga_loss[loss=0.3601, simple_loss=0.4087, pruned_loss=0.1558, over 12425.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03338, over 75.00 utterances.], tot_loss[loss=0.3331, simple_loss=0.3839, pruned_loss=0.1412, over 2475174.73 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07087, over 21360.76 utterances.], libri_tot_loss[loss=0.3572, simple_loss=0.3975, pruned_loss=0.1586, over 2467587.71 frames. utt_duration=1219 frames, utt_pad_proportion=0.07293, over 8104.56 utterances.], giga_tot_loss[loss=0.3328, simple_loss=0.3831, pruned_loss=0.1413, over 2475717.88 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07152, over 22898.70 utterances.], batch size: 75, lr: 1.35e-03
2022-08-20 14:56:07,844 INFO [train.py:927] (4/8) Epoch 1, batch 24150, libri_loss[loss=0.3675, simple_loss=0.395, pruned_loss=0.17, over 12429.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.36, over 122.00 utterances.], tot_loss[loss=0.3323, simple_loss=0.3829, pruned_loss=0.1408, over 2475840.85 frames. utt_duration=477.5 frames, utt_pad_proportion=0.0699, over 20802.50 utterances.], libri_tot_loss[loss=0.3568, simple_loss=0.397, pruned_loss=0.1584, over 2467898.14 frames. utt_duration=1207 frames, utt_pad_proportion=0.07684, over 8189.93 utterances.], giga_tot_loss[loss=0.3319, simple_loss=0.3824, pruned_loss=0.1407, over 2476143.98 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06896, over 22237.28 utterances.], batch size: 122, lr: 1.35e-03
2022-08-20 14:57:49,935 INFO [train.py:927] (4/8) Epoch 1, batch 24200, libri_loss[loss=0.3598, simple_loss=0.4341, pruned_loss=0.1427, over 12476.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006006, over 37.00 utterances.], tot_loss[loss=0.3375, simple_loss=0.3838, pruned_loss=0.1456, over 2475737.77 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06684, over 20048.41 utterances.], libri_tot_loss[loss=0.3613, simple_loss=0.398, pruned_loss=0.1625, over 2468212.90 frames. utt_duration=1211 frames, utt_pad_proportion=0.07512, over 8163.38 utterances.], giga_tot_loss[loss=0.3323, simple_loss=0.3821, pruned_loss=0.1412, over 2475893.83 frames. utt_duration=460.7 frames, utt_pad_proportion=0.06678, over 21563.34 utterances.], batch size: 37, lr: 1.35e-03
2022-08-20 14:59:32,053 INFO [train.py:927] (4/8) Epoch 1, batch 24250, giga_loss[loss=0.2893, simple_loss=0.3567, pruned_loss=0.111, over 12404.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02529, over 48.00 utterances.], tot_loss[loss=0.3332, simple_loss=0.3807, pruned_loss=0.1428, over 2475736.13 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06572, over 19127.65 utterances.], libri_tot_loss[loss=0.3606, simple_loss=0.3975, pruned_loss=0.162, over 2468038.63 frames. utt_duration=1203 frames, utt_pad_proportion=0.07707, over 8215.44 utterances.], giga_tot_loss[loss=0.3289, simple_loss=0.3794, pruned_loss=0.1392, over 2476294.20 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06497, over 20664.54 utterances.], batch size: 48, lr: 1.35e-03
2022-08-20 15:01:16,594 INFO [train.py:927] (4/8) Epoch 1, batch 24300, giga_loss[loss=0.3629, simple_loss=0.4, pruned_loss=0.1629, over 12411.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03944, over 133.00 utterances.], tot_loss[loss=0.3292, simple_loss=0.3788, pruned_loss=0.1398, over 2475203.75 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06241, over 18673.18 utterances.], libri_tot_loss[loss=0.3589, simple_loss=0.3961, pruned_loss=0.161, over 2467646.88 frames. utt_duration=1206 frames, utt_pad_proportion=0.07576, over 8196.10 utterances.], giga_tot_loss[loss=0.3263, simple_loss=0.3784, pruned_loss=0.1371, over 2476245.80 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06236, over 20263.76 utterances.], batch size: 133, lr: 1.35e-03
2022-08-20 15:03:03,586 INFO [train.py:927] (4/8) Epoch 1, batch 24350, giga_loss[loss=0.4172, simple_loss=0.4241, pruned_loss=0.2051, over 12366.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1027, over 257.00 utterances.], tot_loss[loss=0.3279, simple_loss=0.3782, pruned_loss=0.1388, over 2474930.38 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06508, over 19287.28 utterances.], libri_tot_loss[loss=0.3585, simple_loss=0.3961, pruned_loss=0.1606, over 2467684.47 frames. utt_duration=1210 frames, utt_pad_proportion=0.07501, over 8169.32 utterances.], giga_tot_loss[loss=0.3255, simple_loss=0.3776, pruned_loss=0.1367, over 2475804.70 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06511, over 20721.98 utterances.], batch size: 257, lr: 1.35e-03
2022-08-20 15:04:44,800 INFO [train.py:927] (4/8) Epoch 1, batch 24400, giga_loss[loss=0.2625, simple_loss=0.3289, pruned_loss=0.09802, over 12471.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.0351, over 37.00 utterances.], tot_loss[loss=0.3258, simple_loss=0.3768, pruned_loss=0.1374, over 2474960.71 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06608, over 19247.30 utterances.], libri_tot_loss[loss=0.3592, simple_loss=0.3976, pruned_loss=0.1606, over 2467715.53 frames. utt_duration=1213 frames, utt_pad_proportion=0.07409, over 8150.95 utterances.], giga_tot_loss[loss=0.3227, simple_loss=0.3747, pruned_loss=0.1353, over 2475768.18 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06631, over 20604.25 utterances.], batch size: 37, lr: 1.34e-03
2022-08-20 15:06:28,315 INFO [train.py:927] (4/8) Epoch 1, batch 24450, giga_loss[loss=0.2891, simple_loss=0.3477, pruned_loss=0.1152, over 12434.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05461, over 162.00 utterances.], tot_loss[loss=0.3245, simple_loss=0.3748, pruned_loss=0.1371, over 2475064.97 frames. utt_duration=512.1 frames, utt_pad_proportion=0.07281, over 19387.81 utterances.], libri_tot_loss[loss=0.3592, simple_loss=0.3975, pruned_loss=0.1606, over 2468179.98 frames. utt_duration=1193 frames, utt_pad_proportion=0.08058, over 8283.75 utterances.], giga_tot_loss[loss=0.3209, simple_loss=0.3725, pruned_loss=0.1347, over 2475529.82 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07012, over 20709.98 utterances.], batch size: 162, lr: 1.34e-03
2022-08-20 15:08:12,190 INFO [train.py:927] (4/8) Epoch 1, batch 24500, giga_loss[loss=0.3105, simple_loss=0.3607, pruned_loss=0.1301, over 12352.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.3228, simple_loss=0.3726, pruned_loss=0.1365, over 2475069.77 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07566, over 19754.68 utterances.], libri_tot_loss[loss=0.359, simple_loss=0.3971, pruned_loss=0.1606, over 2468189.22 frames. utt_duration=1180 frames, utt_pad_proportion=0.08413, over 8376.01 utterances.], giga_tot_loss[loss=0.3196, simple_loss=0.3708, pruned_loss=0.1342, over 2475529.37 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07197, over 20869.31 utterances.], batch size: 91, lr: 1.34e-03
2022-08-20 15:09:53,334 INFO [train.py:927] (4/8) Epoch 1, batch 24550, giga_loss[loss=0.337, simple_loss=0.3916, pruned_loss=0.1412, over 12253.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.02758, over 39.00 utterances.], tot_loss[loss=0.3209, simple_loss=0.372, pruned_loss=0.1349, over 2474896.77 frames. utt_duration=511.2 frames, utt_pad_proportion=0.07202, over 19419.15 utterances.], libri_tot_loss[loss=0.3588, simple_loss=0.3968, pruned_loss=0.1605, over 2468005.26 frames. utt_duration=1174 frames, utt_pad_proportion=0.08672, over 8421.50 utterances.], giga_tot_loss[loss=0.318, simple_loss=0.3705, pruned_loss=0.1327, over 2475565.16 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06823, over 20469.14 utterances.], batch size: 39, lr: 1.34e-03
2022-08-20 15:11:37,174 INFO [train.py:927] (4/8) Epoch 1, batch 24600, giga_loss[loss=0.286, simple_loss=0.3576, pruned_loss=0.1072, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02613, over 45.00 utterances.], tot_loss[loss=0.3206, simple_loss=0.372, pruned_loss=0.1346, over 2473834.54 frames. utt_duration=514.2 frames, utt_pad_proportion=0.07384, over 19296.81 utterances.], libri_tot_loss[loss=0.358, simple_loss=0.3962, pruned_loss=0.16, over 2467536.09 frames. utt_duration=1178 frames, utt_pad_proportion=0.08502, over 8390.07 utterances.], giga_tot_loss[loss=0.3179, simple_loss=0.3707, pruned_loss=0.1326, over 2474987.45 frames. utt_duration=485 frames, utt_pad_proportion=0.07128, over 20472.76 utterances.], batch size: 45, lr: 1.34e-03
2022-08-20 15:13:23,863 INFO [train.py:927] (4/8) Epoch 1, batch 24650, giga_loss[loss=0.2677, simple_loss=0.3285, pruned_loss=0.1034, over 12384.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04623, over 26.00 utterances.], tot_loss[loss=0.3229, simple_loss=0.3735, pruned_loss=0.1362, over 2474070.97 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07224, over 18978.18 utterances.], libri_tot_loss[loss=0.3588, simple_loss=0.3967, pruned_loss=0.1606, over 2467734.09 frames. utt_duration=1169 frames, utt_pad_proportion=0.08737, over 8458.33 utterances.], giga_tot_loss[loss=0.3194, simple_loss=0.3716, pruned_loss=0.1336, over 2474916.43 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06912, over 20037.00 utterances.], batch size: 26, lr: 1.34e-03
2022-08-20 15:15:04,045 INFO [train.py:927] (4/8) Epoch 1, batch 24700, giga_loss[loss=0.3437, simple_loss=0.3846, pruned_loss=0.1514, over 12466.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03613, over 105.00 utterances.], tot_loss[loss=0.3252, simple_loss=0.3745, pruned_loss=0.138, over 2474229.31 frames. utt_duration=516.8 frames, utt_pad_proportion=0.07114, over 19205.52 utterances.], libri_tot_loss[loss=0.3579, simple_loss=0.396, pruned_loss=0.16, over 2467792.46 frames. utt_duration=1174 frames, utt_pad_proportion=0.08573, over 8420.21 utterances.], giga_tot_loss[loss=0.3225, simple_loss=0.3731, pruned_loss=0.136, over 2474999.49 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06926, over 20333.14 utterances.], batch size: 105, lr: 1.34e-03
2022-08-20 15:16:48,220 INFO [train.py:927] (4/8) Epoch 1, batch 24750, giga_loss[loss=0.4464, simple_loss=0.4551, pruned_loss=0.2189, over 12348.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1886, over 362.00 utterances.], tot_loss[loss=0.3303, simple_loss=0.3786, pruned_loss=0.141, over 2474074.75 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07973, over 20816.84 utterances.], libri_tot_loss[loss=0.3587, simple_loss=0.3979, pruned_loss=0.1598, over 2467869.08 frames. utt_duration=1177 frames, utt_pad_proportion=0.08438, over 8399.99 utterances.], giga_tot_loss[loss=0.3269, simple_loss=0.3754, pruned_loss=0.1392, over 2474729.08 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07841, over 21941.03 utterances.], batch size: 362, lr: 1.33e-03
2022-08-20 15:18:27,535 INFO [train.py:927] (4/8) Epoch 1, batch 24800, giga_loss[loss=0.3945, simple_loss=0.3985, pruned_loss=0.1952, over 12380.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.3273, simple_loss=0.377, pruned_loss=0.1388, over 2473763.22 frames. utt_duration=478.7 frames, utt_pad_proportion=0.08086, over 20732.57 utterances.], libri_tot_loss[loss=0.3588, simple_loss=0.3978, pruned_loss=0.16, over 2468046.37 frames. utt_duration=1165 frames, utt_pad_proportion=0.08722, over 8482.94 utterances.], giga_tot_loss[loss=0.324, simple_loss=0.3741, pruned_loss=0.1369, over 2474245.07 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07867, over 21764.73 utterances.], batch size: 259, lr: 1.33e-03
2022-08-20 15:20:11,387 INFO [train.py:927] (4/8) Epoch 1, batch 24850, giga_loss[loss=0.2943, simple_loss=0.3513, pruned_loss=0.1187, over 12442.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03527, over 105.00 utterances.], tot_loss[loss=0.3269, simple_loss=0.3755, pruned_loss=0.1391, over 2473995.68 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07712, over 20548.18 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.3971, pruned_loss=0.1598, over 2468001.69 frames. utt_duration=1173 frames, utt_pad_proportion=0.08498, over 8429.05 utterances.], giga_tot_loss[loss=0.3236, simple_loss=0.3731, pruned_loss=0.1371, over 2474606.15 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07623, over 21806.88 utterances.], batch size: 105, lr: 1.33e-03
2022-08-20 15:21:52,509 INFO [train.py:927] (4/8) Epoch 1, batch 24900, giga_loss[loss=0.3023, simple_loss=0.3582, pruned_loss=0.1232, over 12142.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04134, over 33.00 utterances.], tot_loss[loss=0.3256, simple_loss=0.3739, pruned_loss=0.1387, over 2474653.87 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07344, over 19980.16 utterances.], libri_tot_loss[loss=0.3572, simple_loss=0.3961, pruned_loss=0.1592, over 2468440.51 frames. utt_duration=1175 frames, utt_pad_proportion=0.08346, over 8417.29 utterances.], giga_tot_loss[loss=0.3228, simple_loss=0.3721, pruned_loss=0.1368, over 2474976.11 frames. utt_duration=463 frames, utt_pad_proportion=0.07331, over 21448.72 utterances.], batch size: 33, lr: 1.33e-03
2022-08-20 15:23:38,589 INFO [train.py:927] (4/8) Epoch 1, batch 24950, giga_loss[loss=0.3461, simple_loss=0.4169, pruned_loss=0.1376, over 12426.00 frames. utt_duration=905.2 frames, utt_pad_proportion=0.03087, over 55.00 utterances.], tot_loss[loss=0.3254, simple_loss=0.3755, pruned_loss=0.1376, over 2474060.38 frames. utt_duration=504 frames, utt_pad_proportion=0.07148, over 19693.14 utterances.], libri_tot_loss[loss=0.3562, simple_loss=0.3952, pruned_loss=0.1587, over 2468565.40 frames. utt_duration=1178 frames, utt_pad_proportion=0.08276, over 8396.04 utterances.], giga_tot_loss[loss=0.3236, simple_loss=0.3746, pruned_loss=0.1363, over 2474293.49 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07171, over 21014.68 utterances.], batch size: 55, lr: 1.33e-03
2022-08-20 15:25:18,320 INFO [train.py:927] (4/8) Epoch 1, batch 25000, giga_loss[loss=0.2972, simple_loss=0.3759, pruned_loss=0.1092, over 12389.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02694, over 70.00 utterances.], tot_loss[loss=0.3258, simple_loss=0.3775, pruned_loss=0.137, over 2474172.87 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06893, over 19618.01 utterances.], libri_tot_loss[loss=0.3559, simple_loss=0.3953, pruned_loss=0.1584, over 2468673.71 frames. utt_duration=1177 frames, utt_pad_proportion=0.08167, over 8397.84 utterances.], giga_tot_loss[loss=0.3237, simple_loss=0.3761, pruned_loss=0.1357, over 2474424.88 frames. utt_duration=472.8 frames, utt_pad_proportion=0.06954, over 20998.73 utterances.], batch size: 70, lr: 1.33e-03
2022-08-20 15:26:59,853 INFO [train.py:927] (4/8) Epoch 1, batch 25050, giga_loss[loss=0.3054, simple_loss=0.3635, pruned_loss=0.1237, over 12446.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03425, over 86.00 utterances.], tot_loss[loss=0.3281, simple_loss=0.3794, pruned_loss=0.1384, over 2474989.95 frames. utt_duration=510 frames, utt_pad_proportion=0.06881, over 19468.78 utterances.], libri_tot_loss[loss=0.3557, simple_loss=0.3956, pruned_loss=0.158, over 2469346.20 frames. utt_duration=1177 frames, utt_pad_proportion=0.08052, over 8401.82 utterances.], giga_tot_loss[loss=0.3259, simple_loss=0.3776, pruned_loss=0.1371, over 2474734.28 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06958, over 20878.29 utterances.], batch size: 86, lr: 1.33e-03
2022-08-20 15:28:44,155 INFO [train.py:927] (4/8) Epoch 1, batch 25100, giga_loss[loss=0.2947, simple_loss=0.3524, pruned_loss=0.1185, over 12442.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.0299, over 80.00 utterances.], tot_loss[loss=0.3296, simple_loss=0.3793, pruned_loss=0.1399, over 2474566.55 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07864, over 20050.03 utterances.], libri_tot_loss[loss=0.3541, simple_loss=0.3944, pruned_loss=0.157, over 2469390.29 frames. utt_duration=1177 frames, utt_pad_proportion=0.0794, over 8399.82 utterances.], giga_tot_loss[loss=0.3283, simple_loss=0.3783, pruned_loss=0.1391, over 2474543.80 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07902, over 21685.52 utterances.], batch size: 80, lr: 1.33e-03
2022-08-20 15:30:27,266 INFO [train.py:927] (4/8) Epoch 1, batch 25150, giga_loss[loss=0.2886, simple_loss=0.3504, pruned_loss=0.1134, over 12340.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03312, over 85.00 utterances.], tot_loss[loss=0.3269, simple_loss=0.3764, pruned_loss=0.1387, over 2474403.73 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07908, over 20147.64 utterances.], libri_tot_loss[loss=0.3534, simple_loss=0.3938, pruned_loss=0.1566, over 2469333.18 frames. utt_duration=1171 frames, utt_pad_proportion=0.0823, over 8449.28 utterances.], giga_tot_loss[loss=0.3258, simple_loss=0.3758, pruned_loss=0.1379, over 2474548.11 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07824, over 21667.03 utterances.], batch size: 85, lr: 1.32e-03
2022-08-20 15:32:13,358 INFO [train.py:927] (4/8) Epoch 1, batch 25200, giga_loss[loss=0.3006, simple_loss=0.3552, pruned_loss=0.123, over 12352.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04005, over 113.00 utterances.], tot_loss[loss=0.3255, simple_loss=0.3753, pruned_loss=0.1378, over 2474384.53 frames. utt_duration=505.4 frames, utt_pad_proportion=0.07651, over 19641.57 utterances.], libri_tot_loss[loss=0.3533, simple_loss=0.3937, pruned_loss=0.1565, over 2469100.72 frames. utt_duration=1176 frames, utt_pad_proportion=0.0808, over 8411.36 utterances.], giga_tot_loss[loss=0.3242, simple_loss=0.3745, pruned_loss=0.137, over 2474848.53 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07649, over 21138.77 utterances.], batch size: 113, lr: 1.32e-03
2022-08-20 15:33:56,012 INFO [train.py:927] (4/8) Epoch 1, batch 25250, giga_loss[loss=0.3202, simple_loss=0.3688, pruned_loss=0.1357, over 12289.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02887, over 45.00 utterances.], tot_loss[loss=0.3236, simple_loss=0.373, pruned_loss=0.1371, over 2474512.31 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07275, over 19047.90 utterances.], libri_tot_loss[loss=0.352, simple_loss=0.3925, pruned_loss=0.1558, over 2469050.87 frames. utt_duration=1186 frames, utt_pad_proportion=0.07848, over 8341.12 utterances.], giga_tot_loss[loss=0.3227, simple_loss=0.3728, pruned_loss=0.1363, over 2475122.62 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07379, over 20707.29 utterances.], batch size: 45, lr: 1.32e-03
2022-08-20 15:35:40,771 INFO [train.py:927] (4/8) Epoch 1, batch 25300, giga_loss[loss=0.3259, simple_loss=0.3821, pruned_loss=0.1348, over 12344.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02993, over 91.00 utterances.], tot_loss[loss=0.3241, simple_loss=0.3741, pruned_loss=0.137, over 2474513.55 frames. utt_duration=510.4 frames, utt_pad_proportion=0.0735, over 19447.81 utterances.], libri_tot_loss[loss=0.3538, simple_loss=0.3943, pruned_loss=0.1568, over 2468995.98 frames. utt_duration=1175 frames, utt_pad_proportion=0.08126, over 8417.80 utterances.], giga_tot_loss[loss=0.3209, simple_loss=0.3718, pruned_loss=0.135, over 2475186.31 frames. utt_duration=473.1 frames, utt_pad_proportion=0.0733, over 20993.53 utterances.], batch size: 91, lr: 1.32e-03
2022-08-20 15:37:25,197 INFO [train.py:927] (4/8) Epoch 1, batch 25350, giga_loss[loss=0.2972, simple_loss=0.3622, pruned_loss=0.1161, over 12349.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02979, over 91.00 utterances.], tot_loss[loss=0.3237, simple_loss=0.374, pruned_loss=0.1367, over 2474194.21 frames. utt_duration=523.5 frames, utt_pad_proportion=0.07047, over 18957.27 utterances.], libri_tot_loss[loss=0.3533, simple_loss=0.3937, pruned_loss=0.1566, over 2468628.77 frames. utt_duration=1179 frames, utt_pad_proportion=0.08005, over 8388.69 utterances.], giga_tot_loss[loss=0.3211, simple_loss=0.3722, pruned_loss=0.135, over 2475148.30 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07092, over 20405.29 utterances.], batch size: 91, lr: 1.32e-03
2022-08-20 15:39:09,039 INFO [train.py:927] (4/8) Epoch 1, batch 25400, giga_loss[loss=0.3114, simple_loss=0.3779, pruned_loss=0.1225, over 12355.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.3233, simple_loss=0.374, pruned_loss=0.1363, over 2473668.79 frames. utt_duration=500.3 frames, utt_pad_proportion=0.0798, over 19836.35 utterances.], libri_tot_loss[loss=0.3516, simple_loss=0.3922, pruned_loss=0.1556, over 2468405.47 frames. utt_duration=1177 frames, utt_pad_proportion=0.08193, over 8399.70 utterances.], giga_tot_loss[loss=0.3219, simple_loss=0.3734, pruned_loss=0.1352, over 2474824.22 frames. utt_duration=465.4 frames, utt_pad_proportion=0.0788, over 21338.76 utterances.], batch size: 91, lr: 1.32e-03
2022-08-20 15:40:53,790 INFO [train.py:927] (4/8) Epoch 1, batch 25450, giga_loss[loss=0.3934, simple_loss=0.4187, pruned_loss=0.184, over 12395.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04438, over 146.00 utterances.], tot_loss[loss=0.3252, simple_loss=0.3771, pruned_loss=0.1367, over 2473569.76 frames. utt_duration=493.3 frames, utt_pad_proportion=0.08036, over 20115.57 utterances.], libri_tot_loss[loss=0.3515, simple_loss=0.3921, pruned_loss=0.1555, over 2468510.44 frames. utt_duration=1178 frames, utt_pad_proportion=0.08161, over 8392.70 utterances.], giga_tot_loss[loss=0.3241, simple_loss=0.3767, pruned_loss=0.1358, over 2474403.01 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07965, over 21345.98 utterances.], batch size: 146, lr: 1.32e-03
2022-08-20 15:42:38,355 INFO [train.py:927] (4/8) Epoch 1, batch 25500, giga_loss[loss=0.3313, simple_loss=0.3755, pruned_loss=0.1435, over 12424.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.04024, over 37.00 utterances.], tot_loss[loss=0.3305, simple_loss=0.3813, pruned_loss=0.1398, over 2474389.21 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07792, over 20374.91 utterances.], libri_tot_loss[loss=0.3518, simple_loss=0.393, pruned_loss=0.1554, over 2468556.10 frames. utt_duration=1180 frames, utt_pad_proportion=0.08101, over 8375.82 utterances.], giga_tot_loss[loss=0.3291, simple_loss=0.38, pruned_loss=0.1391, over 2475055.41 frames. utt_duration=462.6 frames, utt_pad_proportion=0.0777, over 21469.93 utterances.], batch size: 37, lr: 1.32e-03
2022-08-20 15:44:23,224 INFO [train.py:927] (4/8) Epoch 1, batch 25550, libri_loss[loss=0.412, simple_loss=0.4501, pruned_loss=0.187, over 12473.00 frames. utt_duration=960.7 frames, utt_pad_proportion=0.07002, over 52.00 utterances.], tot_loss[loss=0.3306, simple_loss=0.3815, pruned_loss=0.1399, over 2474921.37 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07427, over 19981.11 utterances.], libri_tot_loss[loss=0.3533, simple_loss=0.3941, pruned_loss=0.1563, over 2468842.52 frames. utt_duration=1183 frames, utt_pad_proportion=0.08009, over 8358.60 utterances.], giga_tot_loss[loss=0.3278, simple_loss=0.3792, pruned_loss=0.1381, over 2475300.03 frames. utt_duration=471 frames, utt_pad_proportion=0.07456, over 21089.45 utterances.], batch size: 52, lr: 1.31e-03
2022-08-20 15:46:07,709 INFO [train.py:927] (4/8) Epoch 1, batch 25600, libri_loss[loss=0.3051, simple_loss=0.3619, pruned_loss=0.1242, over 12398.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00543, over 34.00 utterances.], tot_loss[loss=0.3257, simple_loss=0.3793, pruned_loss=0.136, over 2474622.49 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06977, over 19754.36 utterances.], libri_tot_loss[loss=0.3515, simple_loss=0.3928, pruned_loss=0.1552, over 2468528.61 frames. utt_duration=1190 frames, utt_pad_proportion=0.07835, over 8306.60 utterances.], giga_tot_loss[loss=0.3242, simple_loss=0.3782, pruned_loss=0.1351, over 2475325.67 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07079, over 20988.52 utterances.], batch size: 34, lr: 1.31e-03
2022-08-20 15:47:53,088 INFO [train.py:927] (4/8) Epoch 1, batch 25650, giga_loss[loss=0.3392, simple_loss=0.3846, pruned_loss=0.1469, over 12433.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04794, over 147.00 utterances.], tot_loss[loss=0.3247, simple_loss=0.3782, pruned_loss=0.1357, over 2474284.94 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07617, over 20653.18 utterances.], libri_tot_loss[loss=0.3504, simple_loss=0.3918, pruned_loss=0.1546, over 2468356.35 frames. utt_duration=1196 frames, utt_pad_proportion=0.07773, over 8269.18 utterances.], giga_tot_loss[loss=0.3242, simple_loss=0.378, pruned_loss=0.1352, over 2475088.26 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07683, over 21823.28 utterances.], batch size: 147, lr: 1.31e-03
2022-08-20 15:49:41,173 INFO [train.py:927] (4/8) Epoch 1, batch 25700, giga_loss[loss=0.3004, simple_loss=0.361, pruned_loss=0.1199, over 12306.00 frames. utt_duration=913.1 frames, utt_pad_proportion=0.02449, over 54.00 utterances.], tot_loss[loss=0.3219, simple_loss=0.3753, pruned_loss=0.1342, over 2474420.56 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07899, over 20803.85 utterances.], libri_tot_loss[loss=0.3504, simple_loss=0.3918, pruned_loss=0.1546, over 2468356.35 frames. utt_duration=1196 frames, utt_pad_proportion=0.07773, over 8269.18 utterances.], giga_tot_loss[loss=0.3215, simple_loss=0.3752, pruned_loss=0.1339, over 2475045.79 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07939, over 21714.55 utterances.], batch size: 54, lr: 1.31e-03
2022-08-20 15:51:30,962 INFO [train.py:927] (4/8) Epoch 1, batch 25750, giga_loss[loss=0.282, simple_loss=0.3406, pruned_loss=0.1117, over 12357.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03228, over 97.00 utterances.], tot_loss[loss=0.3207, simple_loss=0.3735, pruned_loss=0.134, over 2474443.67 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07972, over 20777.71 utterances.], libri_tot_loss[loss=0.3503, simple_loss=0.3919, pruned_loss=0.1544, over 2468093.86 frames. utt_duration=1198 frames, utt_pad_proportion=0.07715, over 8253.54 utterances.], giga_tot_loss[loss=0.3203, simple_loss=0.3731, pruned_loss=0.1337, over 2475214.14 frames. utt_duration=459.5 frames, utt_pad_proportion=0.08024, over 21617.71 utterances.], batch size: 97, lr: 1.31e-03
2022-08-20 15:53:13,068 INFO [train.py:927] (4/8) Epoch 1, batch 25800, giga_loss[loss=0.3043, simple_loss=0.3598, pruned_loss=0.1244, over 12465.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03427, over 86.00 utterances.], tot_loss[loss=0.324, simple_loss=0.3758, pruned_loss=0.1361, over 2474939.48 frames. utt_duration=468.5 frames, utt_pad_proportion=0.08117, over 21197.41 utterances.], libri_tot_loss[loss=0.3522, simple_loss=0.3941, pruned_loss=0.1552, over 2468382.75 frames. utt_duration=1181 frames, utt_pad_proportion=0.08095, over 8370.39 utterances.], giga_tot_loss[loss=0.3212, simple_loss=0.3731, pruned_loss=0.1347, over 2475431.98 frames. utt_duration=450.3 frames, utt_pad_proportion=0.08025, over 22063.85 utterances.], batch size: 86, lr: 1.31e-03
2022-08-20 15:54:54,091 INFO [train.py:927] (4/8) Epoch 1, batch 25850, giga_loss[loss=0.2609, simple_loss=0.326, pruned_loss=0.09784, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02738, over 45.00 utterances.], tot_loss[loss=0.3174, simple_loss=0.3714, pruned_loss=0.1317, over 2474475.28 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07941, over 21524.13 utterances.], libri_tot_loss[loss=0.3519, simple_loss=0.3939, pruned_loss=0.155, over 2468113.22 frames. utt_duration=1184 frames, utt_pad_proportion=0.08038, over 8350.73 utterances.], giga_tot_loss[loss=0.3153, simple_loss=0.3693, pruned_loss=0.1306, over 2475158.81 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07895, over 22339.89 utterances.], batch size: 45, lr: 1.31e-03
2022-08-20 15:56:45,121 INFO [train.py:927] (4/8) Epoch 1, batch 25900, giga_loss[loss=0.303, simple_loss=0.3517, pruned_loss=0.1271, over 12457.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03099, over 75.00 utterances.], tot_loss[loss=0.3141, simple_loss=0.3689, pruned_loss=0.1297, over 2474980.98 frames. utt_duration=462 frames, utt_pad_proportion=0.07596, over 21496.41 utterances.], libri_tot_loss[loss=0.3519, simple_loss=0.3939, pruned_loss=0.155, over 2468113.22 frames. utt_duration=1184 frames, utt_pad_proportion=0.08038, over 8350.73 utterances.], giga_tot_loss[loss=0.3124, simple_loss=0.3673, pruned_loss=0.1288, over 2475512.98 frames. utt_duration=448.9 frames, utt_pad_proportion=0.0757, over 22131.33 utterances.], batch size: 75, lr: 1.31e-03
2022-08-20 15:58:28,359 INFO [train.py:927] (4/8) Epoch 1, batch 25950, giga_loss[loss=0.3148, simple_loss=0.3697, pruned_loss=0.1299, over 12464.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0424, over 114.00 utterances.], tot_loss[loss=0.3133, simple_loss=0.368, pruned_loss=0.1293, over 2474652.45 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07413, over 20710.39 utterances.], libri_tot_loss[loss=0.3521, simple_loss=0.3948, pruned_loss=0.1548, over 2468325.91 frames. utt_duration=1173 frames, utt_pad_proportion=0.08351, over 8427.76 utterances.], giga_tot_loss[loss=0.3104, simple_loss=0.365, pruned_loss=0.1279, over 2475092.54 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07263, over 21566.19 utterances.], batch size: 114, lr: 1.30e-03
2022-08-20 16:00:09,502 INFO [train.py:927] (4/8) Epoch 1, batch 26000, giga_loss[loss=0.3848, simple_loss=0.4076, pruned_loss=0.181, over 12355.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.3168, simple_loss=0.3702, pruned_loss=0.1317, over 2474139.65 frames. utt_duration=471 frames, utt_pad_proportion=0.07147, over 21075.70 utterances.], libri_tot_loss[loss=0.3517, simple_loss=0.394, pruned_loss=0.1548, over 2468141.08 frames. utt_duration=1180 frames, utt_pad_proportion=0.0817, over 8379.48 utterances.], giga_tot_loss[loss=0.3139, simple_loss=0.3678, pruned_loss=0.13, over 2474850.11 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07094, over 22152.63 utterances.], batch size: 257, lr: 1.30e-03
2022-08-20 16:01:58,843 INFO [train.py:927] (4/8) Epoch 1, batch 26050, giga_loss[loss=0.2966, simple_loss=0.3511, pruned_loss=0.121, over 12359.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03511, over 104.00 utterances.], tot_loss[loss=0.3176, simple_loss=0.3697, pruned_loss=0.1328, over 2473706.53 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07969, over 22168.67 utterances.], libri_tot_loss[loss=0.3516, simple_loss=0.3935, pruned_loss=0.1549, over 2467955.38 frames. utt_duration=1185 frames, utt_pad_proportion=0.08031, over 8340.32 utterances.], giga_tot_loss[loss=0.3147, simple_loss=0.3677, pruned_loss=0.1308, over 2474586.38 frames. utt_duration=425 frames, utt_pad_proportion=0.07936, over 23370.02 utterances.], batch size: 104, lr: 1.30e-03
2022-08-20 16:03:41,087 INFO [train.py:927] (4/8) Epoch 1, batch 26100, giga_loss[loss=0.2911, simple_loss=0.3567, pruned_loss=0.1127, over 12349.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02959, over 70.00 utterances.], tot_loss[loss=0.3173, simple_loss=0.3696, pruned_loss=0.1325, over 2473416.25 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07418, over 21081.45 utterances.], libri_tot_loss[loss=0.3499, simple_loss=0.392, pruned_loss=0.1539, over 2467895.09 frames. utt_duration=1183 frames, utt_pad_proportion=0.07998, over 8358.21 utterances.], giga_tot_loss[loss=0.3152, simple_loss=0.3685, pruned_loss=0.131, over 2474386.26 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07429, over 22511.99 utterances.], batch size: 70, lr: 1.30e-03
2022-08-20 16:05:25,930 INFO [train.py:927] (4/8) Epoch 1, batch 26150, giga_loss[loss=0.335, simple_loss=0.3888, pruned_loss=0.1406, over 12381.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03271, over 122.00 utterances.], tot_loss[loss=0.3188, simple_loss=0.3713, pruned_loss=0.1332, over 2473154.22 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06914, over 20241.91 utterances.], libri_tot_loss[loss=0.3497, simple_loss=0.3918, pruned_loss=0.1539, over 2467553.74 frames. utt_duration=1186 frames, utt_pad_proportion=0.0789, over 8332.16 utterances.], giga_tot_loss[loss=0.3167, simple_loss=0.3702, pruned_loss=0.1316, over 2474324.22 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06985, over 21614.85 utterances.], batch size: 122, lr: 1.30e-03
2022-08-20 16:07:17,152 INFO [train.py:927] (4/8) Epoch 1, batch 26200, giga_loss[loss=0.3053, simple_loss=0.3587, pruned_loss=0.126, over 12290.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.05398, over 26.00 utterances.], tot_loss[loss=0.323, simple_loss=0.3746, pruned_loss=0.1357, over 2474452.20 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06829, over 21230.66 utterances.], libri_tot_loss[loss=0.3496, simple_loss=0.3919, pruned_loss=0.1537, over 2467595.97 frames. utt_duration=1188 frames, utt_pad_proportion=0.07863, over 8321.50 utterances.], giga_tot_loss[loss=0.3214, simple_loss=0.3736, pruned_loss=0.1346, over 2475357.66 frames. utt_duration=444.2 frames, utt_pad_proportion=0.06894, over 22362.46 utterances.], batch size: 26, lr: 1.30e-03
2022-08-20 16:09:05,294 INFO [train.py:927] (4/8) Epoch 1, batch 26250, giga_loss[loss=0.3476, simple_loss=0.393, pruned_loss=0.1511, over 12415.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06238, over 183.00 utterances.], tot_loss[loss=0.322, simple_loss=0.3753, pruned_loss=0.1343, over 2474251.10 frames. utt_duration=463.4 frames, utt_pad_proportion=0.06954, over 21426.10 utterances.], libri_tot_loss[loss=0.3503, simple_loss=0.3932, pruned_loss=0.1538, over 2467473.78 frames. utt_duration=1191 frames, utt_pad_proportion=0.07773, over 8300.77 utterances.], giga_tot_loss[loss=0.3196, simple_loss=0.3731, pruned_loss=0.1331, over 2475184.89 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07026, over 22517.21 utterances.], batch size: 183, lr: 1.30e-03
2022-08-20 16:10:51,194 INFO [train.py:927] (4/8) Epoch 1, batch 26300, giga_loss[loss=0.2874, simple_loss=0.3501, pruned_loss=0.1123, over 12441.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03575, over 123.00 utterances.], tot_loss[loss=0.3216, simple_loss=0.3741, pruned_loss=0.1345, over 2473847.55 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06978, over 21351.88 utterances.], libri_tot_loss[loss=0.3499, simple_loss=0.3928, pruned_loss=0.1536, over 2467085.82 frames. utt_duration=1194 frames, utt_pad_proportion=0.07692, over 8272.39 utterances.], giga_tot_loss[loss=0.3197, simple_loss=0.3725, pruned_loss=0.1334, over 2475021.81 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07056, over 22410.52 utterances.], batch size: 123, lr: 1.30e-03
2022-08-20 16:12:37,957 INFO [train.py:927] (4/8) Epoch 1, batch 26350, giga_loss[loss=0.3227, simple_loss=0.3731, pruned_loss=0.1362, over 12428.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0374, over 133.00 utterances.], tot_loss[loss=0.3208, simple_loss=0.3727, pruned_loss=0.1344, over 2474155.22 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07457, over 22190.57 utterances.], libri_tot_loss[loss=0.35, simple_loss=0.3928, pruned_loss=0.1537, over 2467067.40 frames. utt_duration=1187 frames, utt_pad_proportion=0.08002, over 8325.76 utterances.], giga_tot_loss[loss=0.3187, simple_loss=0.3711, pruned_loss=0.1331, over 2475228.13 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07399, over 23222.44 utterances.], batch size: 133, lr: 1.30e-03
2022-08-20 16:14:18,717 INFO [train.py:927] (4/8) Epoch 1, batch 26400, giga_loss[loss=0.357, simple_loss=0.381, pruned_loss=0.1665, over 12346.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2088, over 371.00 utterances.], tot_loss[loss=0.3218, simple_loss=0.3722, pruned_loss=0.1357, over 2473617.06 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07691, over 22134.51 utterances.], libri_tot_loss[loss=0.3489, simple_loss=0.3915, pruned_loss=0.1532, over 2466959.85 frames. utt_duration=1195 frames, utt_pad_proportion=0.07767, over 8267.05 utterances.], giga_tot_loss[loss=0.32, simple_loss=0.3712, pruned_loss=0.1344, over 2474868.44 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07701, over 23566.24 utterances.], batch size: 371, lr: 1.29e-03
2022-08-20 16:16:01,407 INFO [train.py:927] (4/8) Epoch 1, batch 26450, giga_loss[loss=0.3937, simple_loss=0.4179, pruned_loss=0.1848, over 12387.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07436, over 212.00 utterances.], tot_loss[loss=0.3253, simple_loss=0.3746, pruned_loss=0.138, over 2474511.40 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07677, over 22160.29 utterances.], libri_tot_loss[loss=0.3493, simple_loss=0.3921, pruned_loss=0.1533, over 2467116.75 frames. utt_duration=1190 frames, utt_pad_proportion=0.07768, over 8306.49 utterances.], giga_tot_loss[loss=0.3231, simple_loss=0.3729, pruned_loss=0.1366, over 2475504.48 frames. utt_duration=422.6 frames, utt_pad_proportion=0.07686, over 23513.94 utterances.], batch size: 212, lr: 1.29e-03
2022-08-20 16:17:45,008 INFO [train.py:927] (4/8) Epoch 1, batch 26500, giga_loss[loss=0.3068, simple_loss=0.366, pruned_loss=0.1238, over 12382.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02976, over 85.00 utterances.], tot_loss[loss=0.3264, simple_loss=0.3749, pruned_loss=0.139, over 2474240.09 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07439, over 21731.24 utterances.], libri_tot_loss[loss=0.3499, simple_loss=0.3923, pruned_loss=0.1538, over 2467173.17 frames. utt_duration=1186 frames, utt_pad_proportion=0.07809, over 8329.95 utterances.], giga_tot_loss[loss=0.3241, simple_loss=0.3734, pruned_loss=0.1374, over 2475001.20 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07446, over 22828.01 utterances.], batch size: 85, lr: 1.29e-03
2022-08-20 16:19:28,159 INFO [train.py:927] (4/8) Epoch 1, batch 26550, giga_loss[loss=0.3574, simple_loss=0.3977, pruned_loss=0.1585, over 12345.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03297, over 85.00 utterances.], tot_loss[loss=0.3329, simple_loss=0.3786, pruned_loss=0.1435, over 2474738.35 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07648, over 21852.32 utterances.], libri_tot_loss[loss=0.3544, simple_loss=0.3946, pruned_loss=0.1572, over 2467295.86 frames. utt_duration=1151 frames, utt_pad_proportion=0.08959, over 8582.07 utterances.], giga_tot_loss[loss=0.3264, simple_loss=0.3749, pruned_loss=0.1389, over 2475364.43 frames. utt_duration=437 frames, utt_pad_proportion=0.07239, over 22734.34 utterances.], batch size: 85, lr: 1.29e-03
2022-08-20 16:21:11,345 INFO [train.py:927] (4/8) Epoch 1, batch 26600, giga_loss[loss=0.3631, simple_loss=0.4081, pruned_loss=0.1591, over 12372.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04583, over 146.00 utterances.], tot_loss[loss=0.3364, simple_loss=0.3843, pruned_loss=0.1443, over 2474274.71 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07536, over 21850.56 utterances.], libri_tot_loss[loss=0.3587, simple_loss=0.4001, pruned_loss=0.1587, over 2467271.53 frames. utt_duration=1143 frames, utt_pad_proportion=0.09048, over 8647.01 utterances.], giga_tot_loss[loss=0.327, simple_loss=0.376, pruned_loss=0.139, over 2474898.54 frames. utt_duration=438 frames, utt_pad_proportion=0.07172, over 22676.66 utterances.], batch size: 146, lr: 1.29e-03
2022-08-20 16:21:41,526 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-20 16:24:05,115 INFO [train.py:927] (4/8) Epoch 2, batch 50, giga_loss[loss=0.3126, simple_loss=0.3674, pruned_loss=0.1289, over 12397.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07365, over 213.00 utterances.], tot_loss[loss=0.295, simple_loss=0.3657, pruned_loss=0.1121, over 548118.90 frames. utt_duration=583.6 frames, utt_pad_proportion=0.04921, over 3766.68 utterances.], libri_tot_loss[loss=0.2901, simple_loss=0.3661, pruned_loss=0.1071, over 48784.45 frames. utt_duration=1562 frames, utt_pad_proportion=0.006576, over 125.09 utterances.], giga_tot_loss[loss=0.2956, simple_loss=0.3659, pruned_loss=0.1126, over 509401.76 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05052, over 3689.71 utterances.], batch size: 213, lr: 1.28e-03
2022-08-20 16:25:48,755 INFO [train.py:927] (4/8) Epoch 2, batch 100, giga_loss[loss=0.2422, simple_loss=0.2936, pruned_loss=0.09544, over 12228.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03138, over 39.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3427, pruned_loss=0.1028, over 974628.64 frames. utt_duration=573.9 frames, utt_pad_proportion=0.06298, over 6810.94 utterances.], libri_tot_loss[loss=0.276, simple_loss=0.3477, pruned_loss=0.1022, over 132519.70 frames. utt_duration=1520 frames, utt_pad_proportion=0.009567, over 349.20 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3428, pruned_loss=0.1032, over 889791.07 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06528, over 6711.26 utterances.], batch size: 39, lr: 1.28e-03
2022-08-20 16:27:33,853 INFO [train.py:927] (4/8) Epoch 2, batch 150, giga_loss[loss=0.2155, simple_loss=0.2801, pruned_loss=0.0754, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02711, over 45.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3249, pruned_loss=0.09392, over 1306648.49 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06014, over 9661.42 utterances.], libri_tot_loss[loss=0.2778, simple_loss=0.3482, pruned_loss=0.1037, over 167280.62 frames. utt_duration=1494 frames, utt_pad_proportion=0.008847, over 448.45 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3234, pruned_loss=0.09324, over 1222110.22 frames. utt_duration=510 frames, utt_pad_proportion=0.06198, over 9613.92 utterances.], batch size: 45, lr: 1.28e-03
2022-08-20 16:29:13,602 INFO [train.py:927] (4/8) Epoch 2, batch 200, giga_loss[loss=0.2024, simple_loss=0.2691, pruned_loss=0.06788, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0307, over 42.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3129, pruned_loss=0.08886, over 1565065.82 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06175, over 11622.59 utterances.], libri_tot_loss[loss=0.2835, simple_loss=0.3497, pruned_loss=0.1086, over 235339.65 frames. utt_duration=1339 frames, utt_pad_proportion=0.05674, over 703.61 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3097, pruned_loss=0.08679, over 1469776.75 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06152, over 11628.14 utterances.], batch size: 42, lr: 1.28e-03
2022-08-20 16:30:51,994 INFO [train.py:927] (4/8) Epoch 2, batch 250, giga_loss[loss=0.2075, simple_loss=0.2784, pruned_loss=0.06831, over 12409.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04726, over 34.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3072, pruned_loss=0.08566, over 1766726.19 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05517, over 12619.85 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3475, pruned_loss=0.1064, over 301270.35 frames. utt_duration=1373 frames, utt_pad_proportion=0.04551, over 878.39 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3033, pruned_loss=0.08351, over 1669054.94 frames. utt_duration=524 frames, utt_pad_proportion=0.05577, over 12778.31 utterances.], batch size: 34, lr: 1.28e-03
2022-08-20 16:32:29,907 INFO [train.py:927] (4/8) Epoch 2, batch 300, giga_loss[loss=0.2031, simple_loss=0.2728, pruned_loss=0.06674, over 12308.00 frames. utt_duration=795.5 frames, utt_pad_proportion=0.0322, over 62.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3052, pruned_loss=0.08451, over 1923416.51 frames. utt_duration=556.9 frames, utt_pad_proportion=0.05937, over 13853.27 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3632, pruned_loss=0.1133, over 354959.07 frames. utt_duration=1387 frames, utt_pad_proportion=0.03974, over 1025.09 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.2982, pruned_loss=0.08089, over 1831579.14 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06031, over 14134.75 utterances.], batch size: 62, lr: 1.28e-03
2022-08-20 16:34:10,011 INFO [train.py:927] (4/8) Epoch 2, batch 350, giga_loss[loss=0.197, simple_loss=0.2677, pruned_loss=0.0632, over 12302.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03084, over 51.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3025, pruned_loss=0.08368, over 2045408.88 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06165, over 14654.71 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3627, pruned_loss=0.1149, over 427888.62 frames. utt_duration=1298 frames, utt_pad_proportion=0.06251, over 1319.94 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.2948, pruned_loss=0.07949, over 1956195.91 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06108, over 15038.62 utterances.], batch size: 51, lr: 1.28e-03
2022-08-20 16:35:53,128 INFO [train.py:927] (4/8) Epoch 2, batch 400, giga_loss[loss=0.1718, simple_loss=0.2526, pruned_loss=0.04548, over 12250.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03234, over 28.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.2968, pruned_loss=0.08013, over 2140008.52 frames. utt_duration=582 frames, utt_pad_proportion=0.05844, over 14747.32 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3606, pruned_loss=0.1138, over 488092.08 frames. utt_duration=1315 frames, utt_pad_proportion=0.05718, over 1486.13 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.2892, pruned_loss=0.07598, over 2058674.06 frames. utt_duration=541 frames, utt_pad_proportion=0.05852, over 15263.57 utterances.], batch size: 28, lr: 1.28e-03
2022-08-20 16:37:34,059 INFO [train.py:927] (4/8) Epoch 2, batch 450, libri_loss[loss=0.296, simple_loss=0.4036, pruned_loss=0.09422, over 12270.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01058, over 28.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.2947, pruned_loss=0.0773, over 2213791.13 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06454, over 15971.42 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3697, pruned_loss=0.1112, over 546332.21 frames. utt_duration=1342 frames, utt_pad_proportion=0.05143, over 1629.64 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2844, pruned_loss=0.0735, over 2141174.40 frames. utt_duration=516.2 frames, utt_pad_proportion=0.065, over 16640.52 utterances.], batch size: 28, lr: 1.28e-03
2022-08-20 16:39:13,186 INFO [train.py:927] (4/8) Epoch 2, batch 500, libri_loss[loss=0.2816, simple_loss=0.3576, pruned_loss=0.1028, over 12421.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02056, over 43.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.302, pruned_loss=0.08189, over 2271635.44 frames. utt_duration=532.8 frames, utt_pad_proportion=0.07079, over 17101.47 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3711, pruned_loss=0.1113, over 603564.97 frames. utt_duration=1325 frames, utt_pad_proportion=0.0483, over 1824.24 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.2917, pruned_loss=0.07805, over 2207085.89 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07142, over 17865.32 utterances.], batch size: 43, lr: 1.27e-03
2022-08-20 16:40:51,768 INFO [train.py:927] (4/8) Epoch 2, batch 550, giga_loss[loss=0.2964, simple_loss=0.366, pruned_loss=0.1135, over 12393.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04401, over 146.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3169, pruned_loss=0.09093, over 2315989.98 frames. utt_duration=558 frames, utt_pad_proportion=0.06402, over 16646.12 utterances.], libri_tot_loss[loss=0.2927, simple_loss=0.3659, pruned_loss=0.1097, over 676596.63 frames. utt_duration=1335 frames, utt_pad_proportion=0.045, over 2030.06 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3081, pruned_loss=0.08755, over 2257670.23 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06548, over 17606.12 utterances.], batch size: 146, lr: 1.27e-03
2022-08-20 16:42:33,295 INFO [train.py:927] (4/8) Epoch 2, batch 600, giga_loss[loss=0.2485, simple_loss=0.3295, pruned_loss=0.08374, over 12464.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.03152, over 92.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3247, pruned_loss=0.09504, over 2351272.16 frames. utt_duration=539.6 frames, utt_pad_proportion=0.07066, over 17476.76 utterances.], libri_tot_loss[loss=0.2927, simple_loss=0.3656, pruned_loss=0.1099, over 694545.11 frames. utt_duration=1318 frames, utt_pad_proportion=0.04677, over 2110.49 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3177, pruned_loss=0.09232, over 2304168.09 frames. utt_duration=505.5 frames, utt_pad_proportion=0.0714, over 18286.90 utterances.], batch size: 92, lr: 1.27e-03
2022-08-20 16:44:15,545 INFO [train.py:927] (4/8) Epoch 2, batch 650, giga_loss[loss=0.328, simple_loss=0.3674, pruned_loss=0.1443, over 12377.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.329, pruned_loss=0.09674, over 2379067.33 frames. utt_duration=516.3 frames, utt_pad_proportion=0.07344, over 18485.89 utterances.], libri_tot_loss[loss=0.293, simple_loss=0.3657, pruned_loss=0.1102, over 703541.39 frames. utt_duration=1318 frames, utt_pad_proportion=0.04608, over 2136.94 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3234, pruned_loss=0.09453, over 2341654.12 frames. utt_duration=490.1 frames, utt_pad_proportion=0.074, over 19168.47 utterances.], batch size: 258, lr: 1.27e-03
2022-08-20 16:45:56,785 INFO [train.py:927] (4/8) Epoch 2, batch 700, giga_loss[loss=0.2842, simple_loss=0.3386, pruned_loss=0.1149, over 12277.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02723, over 45.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3349, pruned_loss=0.1, over 2400134.80 frames. utt_duration=517 frames, utt_pad_proportion=0.07124, over 18622.06 utterances.], libri_tot_loss[loss=0.2946, simple_loss=0.3676, pruned_loss=0.1109, over 798124.27 frames. utt_duration=1319 frames, utt_pad_proportion=0.04128, over 2423.08 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3282, pruned_loss=0.09746, over 2365553.43 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07279, over 19766.80 utterances.], batch size: 45, lr: 1.27e-03
2022-08-20 16:47:36,583 INFO [train.py:927] (4/8) Epoch 2, batch 750, giga_loss[loss=0.3014, simple_loss=0.3648, pruned_loss=0.119, over 12371.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06525, over 183.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3391, pruned_loss=0.1024, over 2415989.90 frames. utt_duration=522.8 frames, utt_pad_proportion=0.07129, over 18539.02 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3669, pruned_loss=0.1107, over 855722.44 frames. utt_duration=1312 frames, utt_pad_proportion=0.04104, over 2611.32 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3331, pruned_loss=0.1001, over 2386211.59 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07302, over 19813.70 utterances.], batch size: 183, lr: 1.27e-03
2022-08-20 16:49:18,132 INFO [train.py:927] (4/8) Epoch 2, batch 800, giga_loss[loss=0.2959, simple_loss=0.3586, pruned_loss=0.1167, over 12397.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06336, over 183.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.3417, pruned_loss=0.1032, over 2428909.17 frames. utt_duration=533.1 frames, utt_pad_proportion=0.07177, over 18275.21 utterances.], libri_tot_loss[loss=0.2916, simple_loss=0.364, pruned_loss=0.1096, over 895585.49 frames. utt_duration=1320 frames, utt_pad_proportion=0.03957, over 2717.12 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3372, pruned_loss=0.1016, over 2404155.63 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07354, over 19535.63 utterances.], batch size: 183, lr: 1.27e-03
2022-08-20 16:50:58,024 INFO [train.py:927] (4/8) Epoch 2, batch 850, giga_loss[loss=0.2378, simple_loss=0.3242, pruned_loss=0.07575, over 12260.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03695, over 28.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3411, pruned_loss=0.1012, over 2437019.57 frames. utt_duration=567.1 frames, utt_pad_proportion=0.0686, over 17233.80 utterances.], libri_tot_loss[loss=0.2887, simple_loss=0.3612, pruned_loss=0.1081, over 933906.51 frames. utt_duration=1337 frames, utt_pad_proportion=0.03827, over 2796.40 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3381, pruned_loss=0.1002, over 2417020.27 frames. utt_duration=524 frames, utt_pad_proportion=0.07069, over 18503.23 utterances.], batch size: 28, lr: 1.27e-03
2022-08-20 16:52:38,812 INFO [train.py:927] (4/8) Epoch 2, batch 900, giga_loss[loss=0.2451, simple_loss=0.3205, pruned_loss=0.08487, over 12458.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03767, over 40.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3429, pruned_loss=0.1006, over 2444686.21 frames. utt_duration=588.6 frames, utt_pad_proportion=0.06746, over 16656.26 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3655, pruned_loss=0.1091, over 964688.30 frames. utt_duration=1327 frames, utt_pad_proportion=0.03915, over 2911.85 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3384, pruned_loss=0.09925, over 2428041.75 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06934, over 17808.42 utterances.], batch size: 40, lr: 1.27e-03
2022-08-20 16:54:19,555 INFO [train.py:927] (4/8) Epoch 2, batch 950, giga_loss[loss=0.287, simple_loss=0.3518, pruned_loss=0.1111, over 12364.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02834, over 70.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3475, pruned_loss=0.106, over 2451411.32 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06687, over 16839.86 utterances.], libri_tot_loss[loss=0.2938, simple_loss=0.3663, pruned_loss=0.1106, over 994790.18 frames. utt_duration=1330 frames, utt_pad_proportion=0.03789, over 2995.03 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3433, pruned_loss=0.1043, over 2437605.07 frames. utt_duration=545 frames, utt_pad_proportion=0.06882, over 17941.64 utterances.], batch size: 70, lr: 1.26e-03
2022-08-20 16:56:01,959 INFO [train.py:927] (4/8) Epoch 2, batch 1000, giga_loss[loss=0.2763, simple_loss=0.3473, pruned_loss=0.1027, over 12415.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04994, over 161.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3492, pruned_loss=0.1092, over 2455711.10 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06501, over 17271.18 utterances.], libri_tot_loss[loss=0.2916, simple_loss=0.364, pruned_loss=0.1097, over 1030749.76 frames. utt_duration=1343 frames, utt_pad_proportion=0.03675, over 3073.36 utterances.], giga_tot_loss[loss=0.2814, simple_loss=0.3463, pruned_loss=0.1082, over 2444810.25 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06701, over 18385.42 utterances.], batch size: 161, lr: 1.26e-03
2022-08-20 16:57:42,813 INFO [train.py:927] (4/8) Epoch 2, batch 1050, giga_loss[loss=0.338, simple_loss=0.3673, pruned_loss=0.1544, over 12316.00 frames. utt_duration=1333 frames, utt_pad_proportion=0.03706, over 37.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3472, pruned_loss=0.109, over 2459374.74 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06549, over 17398.66 utterances.], libri_tot_loss[loss=0.2887, simple_loss=0.3608, pruned_loss=0.1083, over 1073147.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03513, over 3177.70 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3458, pruned_loss=0.1087, over 2450514.84 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06752, over 18560.21 utterances.], batch size: 37, lr: 1.26e-03
2022-08-20 16:59:24,493 INFO [train.py:927] (4/8) Epoch 2, batch 1100, giga_loss[loss=0.3075, simple_loss=0.3721, pruned_loss=0.1214, over 12377.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04576, over 146.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3449, pruned_loss=0.1062, over 2462729.29 frames. utt_duration=583.6 frames, utt_pad_proportion=0.06207, over 16922.71 utterances.], libri_tot_loss[loss=0.2882, simple_loss=0.3604, pruned_loss=0.1079, over 1114487.36 frames. utt_duration=1356 frames, utt_pad_proportion=0.03332, over 3290.98 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3435, pruned_loss=0.1061, over 2455404.30 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06456, over 18121.72 utterances.], batch size: 146, lr: 1.26e-03
2022-08-20 17:01:06,515 INFO [train.py:927] (4/8) Epoch 2, batch 1150, giga_loss[loss=0.2251, simple_loss=0.3011, pruned_loss=0.07456, over 12365.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06567, over 183.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3399, pruned_loss=0.1029, over 2465233.20 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06483, over 18005.71 utterances.], libri_tot_loss[loss=0.2882, simple_loss=0.3612, pruned_loss=0.1075, over 1134662.63 frames. utt_duration=1357 frames, utt_pad_proportion=0.03257, over 3347.35 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3382, pruned_loss=0.1029, over 2459421.68 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06683, over 19086.24 utterances.], batch size: 183, lr: 1.26e-03
2022-08-20 17:02:50,717 INFO [train.py:927] (4/8) Epoch 2, batch 1200, giga_loss[loss=0.3437, simple_loss=0.3822, pruned_loss=0.1526, over 12401.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07308, over 212.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.337, pruned_loss=0.1035, over 2467241.53 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06894, over 19164.77 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3647, pruned_loss=0.1126, over 1154373.62 frames. utt_duration=1365 frames, utt_pad_proportion=0.03209, over 3386.92 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3339, pruned_loss=0.1013, over 2462811.34 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07045, over 20187.79 utterances.], batch size: 212, lr: 1.26e-03
2022-08-20 17:04:31,912 INFO [train.py:927] (4/8) Epoch 2, batch 1250, giga_loss[loss=0.254, simple_loss=0.3193, pruned_loss=0.09435, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02844, over 48.00 utterances.], tot_loss[loss=0.276, simple_loss=0.3387, pruned_loss=0.1066, over 2468604.02 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06827, over 19348.30 utterances.], libri_tot_loss[loss=0.3066, simple_loss=0.3706, pruned_loss=0.1213, over 1167489.59 frames. utt_duration=1368 frames, utt_pad_proportion=0.03161, over 3416.99 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3335, pruned_loss=0.101, over 2465109.95 frames. utt_duration=487.8 frames, utt_pad_proportion=0.06967, over 20275.98 utterances.], batch size: 48, lr: 1.26e-03
2022-08-20 17:06:12,671 INFO [train.py:927] (4/8) Epoch 2, batch 1300, giga_loss[loss=0.2152, simple_loss=0.2963, pruned_loss=0.06702, over 12360.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03171, over 58.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3341, pruned_loss=0.1029, over 2470172.21 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06524, over 18401.61 utterances.], libri_tot_loss[loss=0.3067, simple_loss=0.3706, pruned_loss=0.1214, over 1200075.08 frames. utt_duration=1363 frames, utt_pad_proportion=0.03077, over 3525.45 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3292, pruned_loss=0.09812, over 2467060.19 frames. utt_duration=510.6 frames, utt_pad_proportion=0.067, over 19384.35 utterances.], batch size: 58, lr: 1.26e-03
2022-08-20 17:07:52,953 INFO [train.py:927] (4/8) Epoch 2, batch 1350, giga_loss[loss=0.2396, simple_loss=0.3025, pruned_loss=0.08841, over 12444.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03707, over 31.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3282, pruned_loss=0.09921, over 2470903.33 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06204, over 17391.10 utterances.], libri_tot_loss[loss=0.3043, simple_loss=0.3684, pruned_loss=0.1201, over 1237373.81 frames. utt_duration=1341 frames, utt_pad_proportion=0.0394, over 3694.67 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3242, pruned_loss=0.09537, over 2468673.65 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06239, over 18396.20 utterances.], batch size: 31, lr: 1.26e-03
2022-08-20 17:09:36,050 INFO [train.py:927] (4/8) Epoch 2, batch 1400, libri_loss[loss=0.2604, simple_loss=0.3192, pruned_loss=0.1008, over 12185.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008293, over 30.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3234, pruned_loss=0.09641, over 2470556.53 frames. utt_duration=589.7 frames, utt_pad_proportion=0.06059, over 16801.83 utterances.], libri_tot_loss[loss=0.3023, simple_loss=0.3667, pruned_loss=0.1189, over 1267625.84 frames. utt_duration=1347 frames, utt_pad_proportion=0.03846, over 3768.56 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.32, pruned_loss=0.09337, over 2469039.53 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06131, over 17845.21 utterances.], batch size: 30, lr: 1.25e-03
2022-08-20 17:11:16,185 INFO [train.py:927] (4/8) Epoch 2, batch 1450, giga_loss[loss=0.2168, simple_loss=0.2941, pruned_loss=0.06972, over 12419.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.02758, over 58.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3195, pruned_loss=0.09417, over 2470947.88 frames. utt_duration=626.1 frames, utt_pad_proportion=0.05626, over 15825.54 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.366, pruned_loss=0.1184, over 1303288.81 frames. utt_duration=1346 frames, utt_pad_proportion=0.03727, over 3878.10 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3159, pruned_loss=0.09135, over 2469708.10 frames. utt_duration=586 frames, utt_pad_proportion=0.05759, over 16900.16 utterances.], batch size: 58, lr: 1.25e-03
2022-08-20 17:12:56,637 INFO [train.py:927] (4/8) Epoch 2, batch 1500, giga_loss[loss=0.225, simple_loss=0.2978, pruned_loss=0.0761, over 12446.00 frames. utt_duration=442.2 frames, utt_pad_proportion=0.03033, over 113.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3168, pruned_loss=0.0925, over 2471868.15 frames. utt_duration=617.3 frames, utt_pad_proportion=0.05738, over 16057.46 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3651, pruned_loss=0.118, over 1332717.94 frames. utt_duration=1325 frames, utt_pad_proportion=0.04468, over 4027.52 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3134, pruned_loss=0.08991, over 2470427.58 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05718, over 17048.78 utterances.], batch size: 113, lr: 1.25e-03
2022-08-20 17:14:36,426 INFO [train.py:927] (4/8) Epoch 2, batch 1550, giga_loss[loss=0.2736, simple_loss=0.3411, pruned_loss=0.103, over 12364.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.0428, over 133.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3175, pruned_loss=0.09272, over 2472608.05 frames. utt_duration=610.7 frames, utt_pad_proportion=0.05887, over 16234.29 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3654, pruned_loss=0.1175, over 1355316.65 frames. utt_duration=1319 frames, utt_pad_proportion=0.04418, over 4116.26 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3138, pruned_loss=0.09045, over 2471477.26 frames. utt_duration=577.7 frames, utt_pad_proportion=0.05886, over 17155.89 utterances.], batch size: 133, lr: 1.25e-03
2022-08-20 17:16:15,543 INFO [train.py:927] (4/8) Epoch 2, batch 1600, libri_loss[loss=0.2728, simple_loss=0.3418, pruned_loss=0.1019, over 12344.00 frames. utt_duration=761.1 frames, utt_pad_proportion=0.1341, over 65.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3234, pruned_loss=0.09673, over 2472350.56 frames. utt_duration=599.8 frames, utt_pad_proportion=0.06056, over 16529.82 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3633, pruned_loss=0.1162, over 1420035.38 frames. utt_duration=1302 frames, utt_pad_proportion=0.04493, over 4367.54 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.319, pruned_loss=0.09432, over 2471844.89 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06067, over 17723.41 utterances.], batch size: 65, lr: 1.25e-03
2022-08-20 17:17:58,989 INFO [train.py:927] (4/8) Epoch 2, batch 1650, giga_loss[loss=0.2872, simple_loss=0.3538, pruned_loss=0.1103, over 12417.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.0468, over 161.00 utterances.], tot_loss[loss=0.267, simple_loss=0.331, pruned_loss=0.1015, over 2472480.51 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06355, over 17391.12 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3634, pruned_loss=0.1163, over 1425349.20 frames. utt_duration=1301 frames, utt_pad_proportion=0.04472, over 4388.71 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3273, pruned_loss=0.09954, over 2472035.54 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06357, over 18364.09 utterances.], batch size: 161, lr: 1.25e-03
2022-08-20 17:19:41,972 INFO [train.py:927] (4/8) Epoch 2, batch 1700, giga_loss[loss=0.3825, simple_loss=0.4137, pruned_loss=0.1756, over 12368.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1086, over 259.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3372, pruned_loss=0.104, over 2472261.22 frames. utt_duration=559 frames, utt_pad_proportion=0.06571, over 17738.27 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3625, pruned_loss=0.115, over 1461430.59 frames. utt_duration=1303 frames, utt_pad_proportion=0.04328, over 4492.46 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3339, pruned_loss=0.1027, over 2471907.08 frames. utt_duration=526.1 frames, utt_pad_proportion=0.0662, over 18848.41 utterances.], batch size: 259, lr: 1.25e-03
2022-08-20 17:21:20,378 INFO [train.py:927] (4/8) Epoch 2, batch 1750, giga_loss[loss=0.2455, simple_loss=0.323, pruned_loss=0.08396, over 12332.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03103, over 48.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3433, pruned_loss=0.1072, over 2473120.02 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06303, over 18110.21 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.362, pruned_loss=0.1151, over 1481124.83 frames. utt_duration=1307 frames, utt_pad_proportion=0.04219, over 4538.26 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3405, pruned_loss=0.1059, over 2473199.41 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06394, over 19205.23 utterances.], batch size: 48, lr: 1.25e-03
2022-08-20 17:23:03,797 INFO [train.py:927] (4/8) Epoch 2, batch 1800, giga_loss[loss=0.3264, simple_loss=0.362, pruned_loss=0.1455, over 12394.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1001, over 257.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3395, pruned_loss=0.1029, over 2473667.51 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05902, over 17730.49 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.362, pruned_loss=0.1148, over 1491040.82 frames. utt_duration=1301 frames, utt_pad_proportion=0.04326, over 4588.66 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3372, pruned_loss=0.102, over 2473713.11 frames. utt_duration=531.6 frames, utt_pad_proportion=0.05983, over 18664.30 utterances.], batch size: 257, lr: 1.25e-03
2022-08-20 17:24:46,569 INFO [train.py:927] (4/8) Epoch 2, batch 1850, giga_loss[loss=0.3231, simple_loss=0.3753, pruned_loss=0.1355, over 12447.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03724, over 123.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3419, pruned_loss=0.103, over 2473409.51 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05988, over 17721.35 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3651, pruned_loss=0.1151, over 1510327.63 frames. utt_duration=1282 frames, utt_pad_proportion=0.04899, over 4718.71 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.338, pruned_loss=0.1018, over 2473648.47 frames. utt_duration=534.1 frames, utt_pad_proportion=0.05934, over 18577.27 utterances.], batch size: 123, lr: 1.24e-03
2022-08-20 17:26:29,828 INFO [train.py:927] (4/8) Epoch 2, batch 1900, giga_loss[loss=0.359, simple_loss=0.3838, pruned_loss=0.1671, over 12353.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1969, over 366.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3445, pruned_loss=0.1055, over 2472830.05 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06257, over 18021.10 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3643, pruned_loss=0.1148, over 1529385.09 frames. utt_duration=1266 frames, utt_pad_proportion=0.05549, over 4839.69 utterances.], giga_tot_loss[loss=0.2753, simple_loss=0.3415, pruned_loss=0.1046, over 2473057.25 frames. utt_duration=527 frames, utt_pad_proportion=0.06065, over 18825.41 utterances.], batch size: 366, lr: 1.24e-03
2022-08-20 17:28:11,591 INFO [train.py:927] (4/8) Epoch 2, batch 1950, giga_loss[loss=0.2933, simple_loss=0.3598, pruned_loss=0.1134, over 12420.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03744, over 105.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3464, pruned_loss=0.1075, over 2472862.85 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06074, over 17867.76 utterances.], libri_tot_loss[loss=0.2964, simple_loss=0.3632, pruned_loss=0.1148, over 1552529.10 frames. utt_duration=1270 frames, utt_pad_proportion=0.05436, over 4895.97 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3442, pruned_loss=0.1066, over 2473239.26 frames. utt_duration=529 frames, utt_pad_proportion=0.05961, over 18752.72 utterances.], batch size: 105, lr: 1.24e-03
2022-08-20 17:29:52,861 INFO [train.py:927] (4/8) Epoch 2, batch 2000, giga_loss[loss=0.2481, simple_loss=0.3343, pruned_loss=0.0809, over 12471.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02966, over 75.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.347, pruned_loss=0.1083, over 2473770.67 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06229, over 17902.49 utterances.], libri_tot_loss[loss=0.297, simple_loss=0.3634, pruned_loss=0.1153, over 1561780.88 frames. utt_duration=1251 frames, utt_pad_proportion=0.06031, over 4998.55 utterances.], giga_tot_loss[loss=0.2798, simple_loss=0.345, pruned_loss=0.1073, over 2473998.89 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06006, over 18629.01 utterances.], batch size: 75, lr: 1.24e-03
2022-08-20 17:31:35,198 INFO [train.py:927] (4/8) Epoch 2, batch 2050, giga_loss[loss=0.278, simple_loss=0.3498, pruned_loss=0.1031, over 12452.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03544, over 86.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3477, pruned_loss=0.1076, over 2473044.14 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06032, over 17828.83 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3624, pruned_loss=0.1149, over 1583830.92 frames. utt_duration=1260 frames, utt_pad_proportion=0.0589, over 5035.11 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3464, pruned_loss=0.1069, over 2473711.04 frames. utt_duration=531.6 frames, utt_pad_proportion=0.05896, over 18667.45 utterances.], batch size: 86, lr: 1.24e-03
2022-08-20 17:33:18,189 INFO [train.py:927] (4/8) Epoch 2, batch 2100, giga_loss[loss=0.2419, simple_loss=0.3223, pruned_loss=0.08079, over 12370.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04423, over 26.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3468, pruned_loss=0.1066, over 2472615.99 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06369, over 17665.56 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3619, pruned_loss=0.1148, over 1609986.65 frames. utt_duration=1246 frames, utt_pad_proportion=0.06386, over 5175.31 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3456, pruned_loss=0.1059, over 2473313.86 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06136, over 18545.89 utterances.], batch size: 26, lr: 1.24e-03
2022-08-20 17:35:00,280 INFO [train.py:927] (4/8) Epoch 2, batch 2150, giga_loss[loss=0.3003, simple_loss=0.3544, pruned_loss=0.1231, over 12253.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03138, over 45.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3456, pruned_loss=0.1063, over 2473030.66 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06497, over 17537.06 utterances.], libri_tot_loss[loss=0.297, simple_loss=0.3627, pruned_loss=0.1156, over 1627171.68 frames. utt_duration=1248 frames, utt_pad_proportion=0.06235, over 5222.46 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3439, pruned_loss=0.1051, over 2473530.05 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06345, over 18416.22 utterances.], batch size: 45, lr: 1.24e-03
2022-08-20 17:36:42,407 INFO [train.py:927] (4/8) Epoch 2, batch 2200, giga_loss[loss=0.2792, simple_loss=0.3513, pruned_loss=0.1036, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02755, over 45.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3472, pruned_loss=0.1066, over 2473110.49 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06064, over 16793.41 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3641, pruned_loss=0.1157, over 1644004.05 frames. utt_duration=1249 frames, utt_pad_proportion=0.0621, over 5273.38 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3447, pruned_loss=0.1055, over 2473474.38 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05968, over 17663.19 utterances.], batch size: 45, lr: 1.24e-03
2022-08-20 17:38:24,180 INFO [train.py:927] (4/8) Epoch 2, batch 2250, giga_loss[loss=0.2454, simple_loss=0.3263, pruned_loss=0.08229, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03943, over 40.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.3461, pruned_loss=0.1055, over 2472138.76 frames. utt_duration=593.8 frames, utt_pad_proportion=0.06257, over 16695.92 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3624, pruned_loss=0.1148, over 1676243.87 frames. utt_duration=1259 frames, utt_pad_proportion=0.05945, over 5332.48 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3444, pruned_loss=0.1048, over 2472740.91 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06234, over 17748.63 utterances.], batch size: 40, lr: 1.24e-03
2022-08-20 17:40:06,722 INFO [train.py:927] (4/8) Epoch 2, batch 2300, giga_loss[loss=0.2614, simple_loss=0.3233, pruned_loss=0.09978, over 12224.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03601, over 28.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3464, pruned_loss=0.1061, over 2472177.95 frames. utt_duration=619.3 frames, utt_pad_proportion=0.05948, over 16007.36 utterances.], libri_tot_loss[loss=0.2946, simple_loss=0.3611, pruned_loss=0.114, over 1699884.42 frames. utt_duration=1266 frames, utt_pad_proportion=0.05747, over 5375.87 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3455, pruned_loss=0.1058, over 2472604.15 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06003, over 17101.26 utterances.], batch size: 28, lr: 1.24e-03
2022-08-20 17:41:50,564 INFO [train.py:927] (4/8) Epoch 2, batch 2350, giga_loss[loss=0.2496, simple_loss=0.3147, pruned_loss=0.0923, over 12200.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03338, over 39.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3437, pruned_loss=0.1046, over 2471802.41 frames. utt_duration=638.7 frames, utt_pad_proportion=0.06035, over 15517.62 utterances.], libri_tot_loss[loss=0.2942, simple_loss=0.3605, pruned_loss=0.1139, over 1726482.33 frames. utt_duration=1254 frames, utt_pad_proportion=0.061, over 5513.74 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3429, pruned_loss=0.1041, over 2472172.47 frames. utt_duration=597 frames, utt_pad_proportion=0.05965, over 16604.61 utterances.], batch size: 39, lr: 1.23e-03
2022-08-20 17:43:34,359 INFO [train.py:927] (4/8) Epoch 2, batch 2400, giga_loss[loss=0.2877, simple_loss=0.3508, pruned_loss=0.1123, over 12322.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.0342, over 85.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3403, pruned_loss=0.1027, over 2471970.31 frames. utt_duration=626.4 frames, utt_pad_proportion=0.06225, over 15823.02 utterances.], libri_tot_loss[loss=0.2939, simple_loss=0.3602, pruned_loss=0.1138, over 1730247.91 frames. utt_duration=1256 frames, utt_pad_proportion=0.06072, over 5516.17 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3398, pruned_loss=0.1024, over 2472222.68 frames. utt_duration=592.9 frames, utt_pad_proportion=0.06171, over 16721.31 utterances.], batch size: 85, lr: 1.23e-03
2022-08-20 17:45:15,615 INFO [train.py:927] (4/8) Epoch 2, batch 2450, giga_loss[loss=0.2772, simple_loss=0.3441, pruned_loss=0.1052, over 12474.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02937, over 55.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3387, pruned_loss=0.1026, over 2471474.73 frames. utt_duration=636.3 frames, utt_pad_proportion=0.06202, over 15572.30 utterances.], libri_tot_loss[loss=0.2931, simple_loss=0.3595, pruned_loss=0.1134, over 1751992.32 frames. utt_duration=1248 frames, utt_pad_proportion=0.06441, over 5622.53 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3382, pruned_loss=0.1023, over 2471865.10 frames. utt_duration=601.8 frames, utt_pad_proportion=0.06049, over 16469.73 utterances.], batch size: 55, lr: 1.23e-03
2022-08-20 17:46:56,721 INFO [train.py:927] (4/8) Epoch 2, batch 2500, giga_loss[loss=0.3433, simple_loss=0.3722, pruned_loss=0.1572, over 12353.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09597, over 255.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3373, pruned_loss=0.1031, over 2472144.91 frames. utt_duration=631 frames, utt_pad_proportion=0.05961, over 15709.43 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3599, pruned_loss=0.1142, over 1773091.43 frames. utt_duration=1244 frames, utt_pad_proportion=0.06405, over 5706.66 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.336, pruned_loss=0.102, over 2472680.94 frames. utt_duration=596.2 frames, utt_pad_proportion=0.05857, over 16632.25 utterances.], batch size: 255, lr: 1.23e-03
2022-08-20 17:48:39,211 INFO [train.py:927] (4/8) Epoch 2, batch 2550, giga_loss[loss=0.2196, simple_loss=0.29, pruned_loss=0.07463, over 12162.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.0329, over 36.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3339, pruned_loss=0.1011, over 2472534.36 frames. utt_duration=623.7 frames, utt_pad_proportion=0.06007, over 15894.19 utterances.], libri_tot_loss[loss=0.2936, simple_loss=0.3596, pruned_loss=0.1138, over 1794024.29 frames. utt_duration=1248 frames, utt_pad_proportion=0.06213, over 5755.86 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3324, pruned_loss=0.1001, over 2472785.04 frames. utt_duration=588 frames, utt_pad_proportion=0.05976, over 16864.32 utterances.], batch size: 36, lr: 1.23e-03
2022-08-20 17:50:23,292 INFO [train.py:927] (4/8) Epoch 2, batch 2600, giga_loss[loss=0.2307, simple_loss=0.3039, pruned_loss=0.07874, over 12314.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03273, over 51.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3355, pruned_loss=0.1014, over 2472797.27 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05907, over 16543.69 utterances.], libri_tot_loss[loss=0.2937, simple_loss=0.3602, pruned_loss=0.1136, over 1807562.52 frames. utt_duration=1254 frames, utt_pad_proportion=0.06087, over 5772.62 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3335, pruned_loss=0.1006, over 2472923.34 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05924, over 17474.82 utterances.], batch size: 51, lr: 1.23e-03
2022-08-20 17:52:04,330 INFO [train.py:927] (4/8) Epoch 2, batch 2650, giga_loss[loss=0.2702, simple_loss=0.3446, pruned_loss=0.0979, over 12444.00 frames. utt_duration=906.6 frames, utt_pad_proportion=0.03139, over 55.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3465, pruned_loss=0.1031, over 2472919.79 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06172, over 17239.95 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3725, pruned_loss=0.1145, over 1826788.41 frames. utt_duration=1264 frames, utt_pad_proportion=0.05912, over 5789.25 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3361, pruned_loss=0.1015, over 2473501.94 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06228, over 18293.78 utterances.], batch size: 55, lr: 1.23e-03
2022-08-20 17:53:45,028 INFO [train.py:927] (4/8) Epoch 2, batch 2700, giga_loss[loss=0.2266, simple_loss=0.3031, pruned_loss=0.07507, over 12389.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03021, over 62.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3437, pruned_loss=0.1014, over 2474024.52 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05814, over 17577.92 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3723, pruned_loss=0.1149, over 1836337.83 frames. utt_duration=1266 frames, utt_pad_proportion=0.05818, over 5808.35 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3352, pruned_loss=0.09971, over 2474571.92 frames. utt_duration=535 frames, utt_pad_proportion=0.05903, over 18552.32 utterances.], batch size: 62, lr: 1.23e-03
2022-08-20 17:55:25,634 INFO [train.py:927] (4/8) Epoch 2, batch 2750, giga_loss[loss=0.2538, simple_loss=0.3363, pruned_loss=0.08567, over 12383.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03062, over 62.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3416, pruned_loss=0.1013, over 2473694.45 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05923, over 17462.00 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3715, pruned_loss=0.1147, over 1854655.23 frames. utt_duration=1254 frames, utt_pad_proportion=0.06224, over 5922.13 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3346, pruned_loss=0.09967, over 2474631.38 frames. utt_duration=538 frames, utt_pad_proportion=0.0587, over 18449.46 utterances.], batch size: 62, lr: 1.23e-03
2022-08-20 17:57:08,145 INFO [train.py:927] (4/8) Epoch 2, batch 2800, giga_loss[loss=0.2596, simple_loss=0.3307, pruned_loss=0.09419, over 12385.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.0267, over 48.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3411, pruned_loss=0.1016, over 2472972.02 frames. utt_duration=570.6 frames, utt_pad_proportion=0.062, over 17381.66 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.371, pruned_loss=0.1146, over 1863658.79 frames. utt_duration=1257 frames, utt_pad_proportion=0.06131, over 5937.23 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3355, pruned_loss=0.1003, over 2473918.62 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06173, over 18305.94 utterances.], batch size: 48, lr: 1.23e-03
2022-08-20 17:58:47,912 INFO [train.py:927] (4/8) Epoch 2, batch 2850, giga_loss[loss=0.2862, simple_loss=0.3516, pruned_loss=0.1104, over 12401.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03445, over 80.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3419, pruned_loss=0.102, over 2472938.01 frames. utt_duration=585.5 frames, utt_pad_proportion=0.06257, over 16939.58 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3712, pruned_loss=0.1151, over 1878842.78 frames. utt_duration=1233 frames, utt_pad_proportion=0.06724, over 6103.92 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3366, pruned_loss=0.1003, over 2473575.96 frames. utt_duration=558 frames, utt_pad_proportion=0.06039, over 17781.55 utterances.], batch size: 80, lr: 1.22e-03
2022-08-20 18:00:30,398 INFO [train.py:927] (4/8) Epoch 2, batch 2900, giga_loss[loss=0.263, simple_loss=0.341, pruned_loss=0.09252, over 12421.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03648, over 113.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3417, pruned_loss=0.101, over 2474217.67 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05737, over 16718.29 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3718, pruned_loss=0.1152, over 1884899.27 frames. utt_duration=1229 frames, utt_pad_proportion=0.06738, over 6143.71 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3369, pruned_loss=0.0994, over 2474611.27 frames. utt_duration=569 frames, utt_pad_proportion=0.05577, over 17441.44 utterances.], batch size: 113, lr: 1.22e-03
2022-08-20 18:02:11,152 INFO [train.py:927] (4/8) Epoch 2, batch 2950, giga_loss[loss=0.266, simple_loss=0.3319, pruned_loss=0.1001, over 12373.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03101, over 97.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3413, pruned_loss=0.1009, over 2473678.50 frames. utt_duration=605.7 frames, utt_pad_proportion=0.05339, over 16375.89 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.3732, pruned_loss=0.1154, over 1893560.70 frames. utt_duration=1232 frames, utt_pad_proportion=0.06652, over 6153.57 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3362, pruned_loss=0.09932, over 2474095.53 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05246, over 17075.14 utterances.], batch size: 97, lr: 1.22e-03
2022-08-20 18:03:51,417 INFO [train.py:927] (4/8) Epoch 2, batch 3000, giga_loss[loss=0.2318, simple_loss=0.3005, pruned_loss=0.08153, over 12157.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.03694, over 28.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3376, pruned_loss=0.09946, over 2472666.02 frames. utt_duration=609.7 frames, utt_pad_proportion=0.04954, over 16262.36 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3723, pruned_loss=0.1154, over 1907352.45 frames. utt_duration=1238 frames, utt_pad_proportion=0.0649, over 6168.61 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3334, pruned_loss=0.09789, over 2473502.77 frames. utt_duration=582.4 frames, utt_pad_proportion=0.04934, over 17032.20 utterances.], batch size: 28, lr: 1.22e-03
2022-08-20 18:03:51,419 INFO [train.py:958] (4/8) Computing validation loss
2022-08-20 18:04:08,263 INFO [train.py:967] (4/8) Epoch 2, validation: loss=0.261, simple_loss=0.3427, pruned_loss=0.08966, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 18:05:44,497 INFO [train.py:927] (4/8) Epoch 2, batch 3050, giga_loss[loss=0.2931, simple_loss=0.3668, pruned_loss=0.1097, over 12347.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03276, over 97.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.338, pruned_loss=0.09988, over 2472647.03 frames. utt_duration=596.3 frames, utt_pad_proportion=0.05304, over 16629.44 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3716, pruned_loss=0.1156, over 1921500.56 frames. utt_duration=1243 frames, utt_pad_proportion=0.06365, over 6191.25 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3344, pruned_loss=0.09816, over 2473178.52 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05305, over 17454.42 utterances.], batch size: 97, lr: 1.22e-03
2022-08-20 18:07:23,262 INFO [train.py:927] (4/8) Epoch 2, batch 3100, giga_loss[loss=0.2883, simple_loss=0.3496, pruned_loss=0.1134, over 12374.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03175, over 104.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3392, pruned_loss=0.101, over 2472384.78 frames. utt_duration=577 frames, utt_pad_proportion=0.05414, over 17184.69 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3709, pruned_loss=0.1154, over 1934803.49 frames. utt_duration=1250 frames, utt_pad_proportion=0.06224, over 6199.33 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3362, pruned_loss=0.09944, over 2473116.55 frames. utt_duration=548.8 frames, utt_pad_proportion=0.05443, over 18075.23 utterances.], batch size: 104, lr: 1.22e-03
2022-08-20 18:09:03,746 INFO [train.py:927] (4/8) Epoch 2, batch 3150, giga_loss[loss=0.2431, simple_loss=0.3137, pruned_loss=0.08629, over 12311.00 frames. utt_duration=795.9 frames, utt_pad_proportion=0.03181, over 62.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.338, pruned_loss=0.1023, over 2472228.52 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05856, over 17715.07 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3697, pruned_loss=0.1151, over 1948006.17 frames. utt_duration=1256 frames, utt_pad_proportion=0.061, over 6212.13 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3358, pruned_loss=0.101, over 2472907.74 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05893, over 18671.82 utterances.], batch size: 62, lr: 1.22e-03
2022-08-20 18:10:43,189 INFO [train.py:927] (4/8) Epoch 2, batch 3200, giga_loss[loss=0.3539, simple_loss=0.3875, pruned_loss=0.1601, over 12364.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3367, pruned_loss=0.103, over 2472021.05 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06136, over 17839.34 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3691, pruned_loss=0.1148, over 1965796.52 frames. utt_duration=1243 frames, utt_pad_proportion=0.06601, over 6331.52 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3343, pruned_loss=0.1018, over 2472816.55 frames. utt_duration=525.8 frames, utt_pad_proportion=0.05998, over 18867.34 utterances.], batch size: 258, lr: 1.22e-03
2022-08-20 18:12:20,839 INFO [train.py:927] (4/8) Epoch 2, batch 3250, giga_loss[loss=0.3462, simple_loss=0.3772, pruned_loss=0.1576, over 12383.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09773, over 256.00 utterances.], tot_loss[loss=0.2688, simple_loss=0.3344, pruned_loss=0.1016, over 2472601.08 frames. utt_duration=565.7 frames, utt_pad_proportion=0.05853, over 17529.84 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3683, pruned_loss=0.1144, over 1983025.39 frames. utt_duration=1244 frames, utt_pad_proportion=0.06488, over 6383.73 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.332, pruned_loss=0.1006, over 2473426.86 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05784, over 18654.88 utterances.], batch size: 256, lr: 1.22e-03
2022-08-20 18:13:59,940 INFO [train.py:927] (4/8) Epoch 2, batch 3300, giga_loss[loss=0.2478, simple_loss=0.3083, pruned_loss=0.09367, over 12233.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02869, over 42.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3287, pruned_loss=0.09808, over 2473186.29 frames. utt_duration=579.6 frames, utt_pad_proportion=0.05467, over 17111.53 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3681, pruned_loss=0.1143, over 1987954.01 frames. utt_duration=1241 frames, utt_pad_proportion=0.06523, over 6417.89 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3267, pruned_loss=0.0972, over 2473797.97 frames. utt_duration=549.4 frames, utt_pad_proportion=0.05417, over 18060.12 utterances.], batch size: 42, lr: 1.22e-03
2022-08-20 18:15:39,611 INFO [train.py:927] (4/8) Epoch 2, batch 3350, giga_loss[loss=0.2668, simple_loss=0.337, pruned_loss=0.09827, over 12404.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3309, pruned_loss=0.09938, over 2472809.68 frames. utt_duration=571 frames, utt_pad_proportion=0.05642, over 17368.13 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3676, pruned_loss=0.1139, over 2004413.32 frames. utt_duration=1246 frames, utt_pad_proportion=0.0638, over 6444.99 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3285, pruned_loss=0.09846, over 2473543.79 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05632, over 18449.81 utterances.], batch size: 133, lr: 1.21e-03
2022-08-20 18:17:23,068 INFO [train.py:927] (4/8) Epoch 2, batch 3400, giga_loss[loss=0.2735, simple_loss=0.346, pruned_loss=0.1005, over 12350.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03398, over 104.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.332, pruned_loss=0.1001, over 2472467.31 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05389, over 16707.00 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3673, pruned_loss=0.1148, over 2015837.59 frames. utt_duration=1250 frames, utt_pad_proportion=0.06248, over 6456.63 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3294, pruned_loss=0.09835, over 2473229.88 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05428, over 17793.55 utterances.], batch size: 104, lr: 1.21e-03
2022-08-20 18:19:00,031 INFO [train.py:927] (4/8) Epoch 2, batch 3450, giga_loss[loss=0.3635, simple_loss=0.3993, pruned_loss=0.1638, over 12385.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3402, pruned_loss=0.1025, over 2473783.34 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05703, over 17545.55 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3726, pruned_loss=0.1156, over 2029255.61 frames. utt_duration=1240 frames, utt_pad_proportion=0.06498, over 6554.00 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3333, pruned_loss=0.1001, over 2474501.91 frames. utt_duration=533 frames, utt_pad_proportion=0.05619, over 18623.49 utterances.], batch size: 258, lr: 1.21e-03
2022-08-20 18:20:45,480 INFO [train.py:927] (4/8) Epoch 2, batch 3500, giga_loss[loss=0.3818, simple_loss=0.4189, pruned_loss=0.1723, over 12401.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06319, over 183.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3468, pruned_loss=0.108, over 2473648.79 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06125, over 17808.06 utterances.], libri_tot_loss[loss=0.3024, simple_loss=0.3736, pruned_loss=0.1156, over 2040076.38 frames. utt_duration=1227 frames, utt_pad_proportion=0.06882, over 6657.26 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3399, pruned_loss=0.1058, over 2474412.37 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05904, over 18815.69 utterances.], batch size: 183, lr: 1.21e-03
2022-08-20 18:22:23,748 INFO [train.py:927] (4/8) Epoch 2, batch 3550, giga_loss[loss=0.2844, simple_loss=0.3444, pruned_loss=0.1122, over 12351.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03244, over 85.00 utterances.], tot_loss[loss=0.2931, simple_loss=0.3551, pruned_loss=0.1156, over 2473667.03 frames. utt_duration=513 frames, utt_pad_proportion=0.07188, over 19343.89 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3732, pruned_loss=0.1154, over 2046266.29 frames. utt_duration=1231 frames, utt_pad_proportion=0.06813, over 6657.47 utterances.], giga_tot_loss[loss=0.2888, simple_loss=0.3497, pruned_loss=0.114, over 2474543.04 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07, over 20311.68 utterances.], batch size: 85, lr: 1.21e-03
2022-08-20 18:24:07,044 INFO [train.py:927] (4/8) Epoch 2, batch 3600, giga_loss[loss=0.3678, simple_loss=0.4138, pruned_loss=0.1609, over 12433.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03658, over 123.00 utterances.], tot_loss[loss=0.3044, simple_loss=0.3626, pruned_loss=0.123, over 2473672.45 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07802, over 20084.34 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3726, pruned_loss=0.1152, over 2056468.03 frames. utt_duration=1221 frames, utt_pad_proportion=0.07209, over 6745.80 utterances.], giga_tot_loss[loss=0.3012, simple_loss=0.3584, pruned_loss=0.122, over 2474700.31 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07533, over 21060.32 utterances.], batch size: 123, lr: 1.21e-03
2022-08-20 18:25:49,987 INFO [train.py:927] (4/8) Epoch 2, batch 3650, giga_loss[loss=0.3734, simple_loss=0.4095, pruned_loss=0.1686, over 12431.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04815, over 161.00 utterances.], tot_loss[loss=0.3099, simple_loss=0.3664, pruned_loss=0.1267, over 2473471.26 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07881, over 20513.25 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3716, pruned_loss=0.1147, over 2062683.80 frames. utt_duration=1226 frames, utt_pad_proportion=0.07119, over 6740.60 utterances.], giga_tot_loss[loss=0.3082, simple_loss=0.3636, pruned_loss=0.1263, over 2474291.50 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07698, over 21474.60 utterances.], batch size: 161, lr: 1.21e-03
2022-08-20 18:27:33,662 INFO [train.py:927] (4/8) Epoch 2, batch 3700, giga_loss[loss=0.2722, simple_loss=0.3377, pruned_loss=0.1034, over 12338.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03284, over 51.00 utterances.], tot_loss[loss=0.316, simple_loss=0.3699, pruned_loss=0.131, over 2473270.51 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07919, over 20885.62 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3708, pruned_loss=0.1145, over 2068515.04 frames. utt_duration=1230 frames, utt_pad_proportion=0.0703, over 6733.53 utterances.], giga_tot_loss[loss=0.3152, simple_loss=0.3683, pruned_loss=0.131, over 2474182.51 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07804, over 21833.14 utterances.], batch size: 51, lr: 1.21e-03
2022-08-20 18:29:20,233 INFO [train.py:927] (4/8) Epoch 2, batch 3750, giga_loss[loss=0.3635, simple_loss=0.4029, pruned_loss=0.162, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03171, over 58.00 utterances.], tot_loss[loss=0.3239, simple_loss=0.3763, pruned_loss=0.1357, over 2472893.70 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07739, over 20945.70 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3712, pruned_loss=0.1139, over 2081954.96 frames. utt_duration=1234 frames, utt_pad_proportion=0.06907, over 6757.86 utterances.], giga_tot_loss[loss=0.3244, simple_loss=0.3749, pruned_loss=0.1369, over 2474115.02 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07699, over 22142.78 utterances.], batch size: 58, lr: 1.21e-03
2022-08-20 18:31:11,410 INFO [train.py:927] (4/8) Epoch 2, batch 3800, giga_loss[loss=0.3162, simple_loss=0.3682, pruned_loss=0.1321, over 12440.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03011, over 80.00 utterances.], tot_loss[loss=0.3272, simple_loss=0.3776, pruned_loss=0.1384, over 2473393.87 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08198, over 21629.12 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3703, pruned_loss=0.1133, over 2089774.87 frames. utt_duration=1231 frames, utt_pad_proportion=0.06895, over 6797.65 utterances.], giga_tot_loss[loss=0.329, simple_loss=0.3773, pruned_loss=0.1403, over 2474316.94 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08157, over 22825.74 utterances.], batch size: 80, lr: 1.21e-03
2022-08-20 18:32:51,772 INFO [train.py:927] (4/8) Epoch 2, batch 3850, giga_loss[loss=0.3144, simple_loss=0.3808, pruned_loss=0.124, over 12428.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02995, over 80.00 utterances.], tot_loss[loss=0.3276, simple_loss=0.3784, pruned_loss=0.1384, over 2473905.83 frames. utt_duration=467.7 frames, utt_pad_proportion=0.08102, over 21225.62 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3698, pruned_loss=0.1132, over 2101290.92 frames. utt_duration=1231 frames, utt_pad_proportion=0.06746, over 6837.19 utterances.], giga_tot_loss[loss=0.3302, simple_loss=0.3788, pruned_loss=0.1408, over 2474520.52 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08127, over 22545.78 utterances.], batch size: 80, lr: 1.20e-03
2022-08-20 18:34:33,856 INFO [train.py:927] (4/8) Epoch 2, batch 3900, giga_loss[loss=0.275, simple_loss=0.3429, pruned_loss=0.1036, over 12385.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02704, over 70.00 utterances.], tot_loss[loss=0.3293, simple_loss=0.3796, pruned_loss=0.1395, over 2474118.02 frames. utt_duration=455.7 frames, utt_pad_proportion=0.0834, over 21788.19 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3691, pruned_loss=0.113, over 2108664.84 frames. utt_duration=1235 frames, utt_pad_proportion=0.06631, over 6840.51 utterances.], giga_tot_loss[loss=0.3322, simple_loss=0.3806, pruned_loss=0.1419, over 2474621.85 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08381, over 23085.62 utterances.], batch size: 70, lr: 1.20e-03
2022-08-20 18:36:19,301 INFO [train.py:927] (4/8) Epoch 2, batch 3950, giga_loss[loss=0.3085, simple_loss=0.3679, pruned_loss=0.1245, over 12366.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03127, over 85.00 utterances.], tot_loss[loss=0.3258, simple_loss=0.3778, pruned_loss=0.1369, over 2474237.75 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07797, over 21651.98 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3688, pruned_loss=0.1132, over 2115688.90 frames. utt_duration=1237 frames, utt_pad_proportion=0.06545, over 6848.81 utterances.], giga_tot_loss[loss=0.3286, simple_loss=0.379, pruned_loss=0.1391, over 2474841.43 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07888, over 22948.95 utterances.], batch size: 85, lr: 1.20e-03
2022-08-20 18:38:02,505 INFO [train.py:927] (4/8) Epoch 2, batch 4000, libri_loss[loss=0.2926, simple_loss=0.3745, pruned_loss=0.1053, over 12354.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005228, over 33.00 utterances.], tot_loss[loss=0.3202, simple_loss=0.3741, pruned_loss=0.1332, over 2474013.75 frames. utt_duration=460.5 frames, utt_pad_proportion=0.08058, over 21557.29 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3683, pruned_loss=0.1125, over 2127601.13 frames. utt_duration=1245 frames, utt_pad_proportion=0.06361, over 6846.01 utterances.], giga_tot_loss[loss=0.324, simple_loss=0.3757, pruned_loss=0.1362, over 2474889.06 frames. utt_duration=430.8 frames, utt_pad_proportion=0.08172, over 23058.46 utterances.], batch size: 33, lr: 1.20e-03
2022-08-20 18:39:45,491 INFO [train.py:927] (4/8) Epoch 2, batch 4050, libri_loss[loss=0.2695, simple_loss=0.3454, pruned_loss=0.09682, over 12484.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006974, over 36.00 utterances.], tot_loss[loss=0.3182, simple_loss=0.3727, pruned_loss=0.1318, over 2474993.58 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07944, over 21749.34 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3685, pruned_loss=0.1125, over 2136213.70 frames. utt_duration=1248 frames, utt_pad_proportion=0.06227, over 6857.63 utterances.], giga_tot_loss[loss=0.3217, simple_loss=0.3739, pruned_loss=0.1347, over 2475663.89 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08092, over 23277.68 utterances.], batch size: 36, lr: 1.20e-03
2022-08-20 18:41:30,675 INFO [train.py:927] (4/8) Epoch 2, batch 4100, giga_loss[loss=0.2704, simple_loss=0.3399, pruned_loss=0.1004, over 12463.00 frames. utt_duration=581 frames, utt_pad_proportion=0.0332, over 86.00 utterances.], tot_loss[loss=0.3164, simple_loss=0.372, pruned_loss=0.1304, over 2473959.63 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07898, over 20907.84 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3681, pruned_loss=0.1126, over 2152397.09 frames. utt_duration=1232 frames, utt_pad_proportion=0.06531, over 6997.93 utterances.], giga_tot_loss[loss=0.3204, simple_loss=0.3735, pruned_loss=0.1336, over 2474862.18 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07981, over 22699.02 utterances.], batch size: 86, lr: 1.20e-03
2022-08-20 18:43:18,839 INFO [train.py:927] (4/8) Epoch 2, batch 4150, libri_loss[loss=0.2845, simple_loss=0.3537, pruned_loss=0.1077, over 12271.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007474, over 37.00 utterances.], tot_loss[loss=0.3123, simple_loss=0.3703, pruned_loss=0.1272, over 2473493.58 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07917, over 20649.39 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3677, pruned_loss=0.1124, over 2158421.86 frames. utt_duration=1231 frames, utt_pad_proportion=0.06494, over 7021.77 utterances.], giga_tot_loss[loss=0.3161, simple_loss=0.3719, pruned_loss=0.1301, over 2474535.49 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08004, over 22309.61 utterances.], batch size: 37, lr: 1.20e-03
2022-08-20 18:45:01,615 INFO [train.py:927] (4/8) Epoch 2, batch 4200, giga_loss[loss=0.2734, simple_loss=0.3491, pruned_loss=0.09881, over 12478.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02686, over 55.00 utterances.], tot_loss[loss=0.3126, simple_loss=0.371, pruned_loss=0.1271, over 2474117.67 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07801, over 20805.88 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3671, pruned_loss=0.1125, over 2167835.63 frames. utt_duration=1223 frames, utt_pad_proportion=0.0678, over 7101.46 utterances.], giga_tot_loss[loss=0.3163, simple_loss=0.3729, pruned_loss=0.1299, over 2474909.54 frames. utt_duration=442.3 frames, utt_pad_proportion=0.0781, over 22452.51 utterances.], batch size: 55, lr: 1.20e-03
2022-08-20 18:46:45,074 INFO [train.py:927] (4/8) Epoch 2, batch 4250, libri_loss[loss=0.311, simple_loss=0.4312, pruned_loss=0.09543, over 12176.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.00842, over 30.00 utterances.], tot_loss[loss=0.3116, simple_loss=0.37, pruned_loss=0.1266, over 2474210.72 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07217, over 20374.19 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.368, pruned_loss=0.1125, over 2172242.58 frames. utt_duration=1226 frames, utt_pad_proportion=0.06694, over 7094.95 utterances.], giga_tot_loss[loss=0.3143, simple_loss=0.3708, pruned_loss=0.1289, over 2475016.46 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0729, over 21868.56 utterances.], batch size: 30, lr: 1.20e-03
2022-08-20 18:48:27,538 INFO [train.py:927] (4/8) Epoch 2, batch 4300, giga_loss[loss=0.2851, simple_loss=0.3723, pruned_loss=0.099, over 12405.00 frames. utt_duration=710.4 frames, utt_pad_proportion=0.02548, over 70.00 utterances.], tot_loss[loss=0.3114, simple_loss=0.369, pruned_loss=0.1269, over 2474444.20 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07177, over 20303.80 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.3682, pruned_loss=0.1124, over 2173555.37 frames. utt_duration=1227 frames, utt_pad_proportion=0.06666, over 7092.47 utterances.], giga_tot_loss[loss=0.3136, simple_loss=0.3695, pruned_loss=0.1288, over 2475228.61 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07245, over 21526.60 utterances.], batch size: 70, lr: 1.20e-03
2022-08-20 18:50:15,107 INFO [train.py:927] (4/8) Epoch 2, batch 4350, giga_loss[loss=0.3367, simple_loss=0.3877, pruned_loss=0.1429, over 12434.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.0381, over 133.00 utterances.], tot_loss[loss=0.3167, simple_loss=0.377, pruned_loss=0.1282, over 2475131.34 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07362, over 20328.24 utterances.], libri_tot_loss[loss=0.3038, simple_loss=0.3776, pruned_loss=0.115, over 2177769.91 frames. utt_duration=1230 frames, utt_pad_proportion=0.06585, over 7092.06 utterances.], giga_tot_loss[loss=0.3128, simple_loss=0.3701, pruned_loss=0.1278, over 2475994.29 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07432, over 21466.24 utterances.], batch size: 133, lr: 1.19e-03
2022-08-20 18:52:00,869 INFO [train.py:927] (4/8) Epoch 2, batch 4400, giga_loss[loss=0.2859, simple_loss=0.3502, pruned_loss=0.1108, over 12318.00 frames. utt_duration=796.1 frames, utt_pad_proportion=0.03614, over 62.00 utterances.], tot_loss[loss=0.3138, simple_loss=0.3739, pruned_loss=0.1269, over 2474579.44 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07337, over 20103.86 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3774, pruned_loss=0.1149, over 2185048.37 frames. utt_duration=1236 frames, utt_pad_proportion=0.06462, over 7080.79 utterances.], giga_tot_loss[loss=0.3113, simple_loss=0.3686, pruned_loss=0.1269, over 2475357.66 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07438, over 21321.91 utterances.], batch size: 62, lr: 1.19e-03
2022-08-20 18:53:44,424 INFO [train.py:927] (4/8) Epoch 2, batch 4450, giga_loss[loss=0.3876, simple_loss=0.4026, pruned_loss=0.1863, over 12358.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1027, over 257.00 utterances.], tot_loss[loss=0.3118, simple_loss=0.3706, pruned_loss=0.1265, over 2473728.87 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07967, over 20682.81 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3767, pruned_loss=0.1145, over 2193330.91 frames. utt_duration=1241 frames, utt_pad_proportion=0.06296, over 7079.37 utterances.], giga_tot_loss[loss=0.3106, simple_loss=0.3667, pruned_loss=0.1272, over 2474617.22 frames. utt_duration=451.2 frames, utt_pad_proportion=0.08065, over 22010.56 utterances.], batch size: 257, lr: 1.19e-03
2022-08-20 18:55:27,332 INFO [train.py:927] (4/8) Epoch 2, batch 4500, giga_loss[loss=0.2604, simple_loss=0.3264, pruned_loss=0.09717, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02903, over 48.00 utterances.], tot_loss[loss=0.3087, simple_loss=0.3671, pruned_loss=0.1251, over 2473600.26 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07639, over 20157.76 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3765, pruned_loss=0.1145, over 2197782.61 frames. utt_duration=1238 frames, utt_pad_proportion=0.06291, over 7108.03 utterances.], giga_tot_loss[loss=0.3079, simple_loss=0.3641, pruned_loss=0.1258, over 2474070.60 frames. utt_duration=465 frames, utt_pad_proportion=0.07747, over 21351.21 utterances.], batch size: 48, lr: 1.19e-03
2022-08-20 18:57:10,607 INFO [train.py:927] (4/8) Epoch 2, batch 4550, giga_loss[loss=0.326, simple_loss=0.3812, pruned_loss=0.1354, over 12454.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03535, over 105.00 utterances.], tot_loss[loss=0.308, simple_loss=0.3656, pruned_loss=0.1252, over 2474150.16 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07748, over 20842.32 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3765, pruned_loss=0.1146, over 2200644.88 frames. utt_duration=1235 frames, utt_pad_proportion=0.06328, over 7137.80 utterances.], giga_tot_loss[loss=0.3074, simple_loss=0.3632, pruned_loss=0.1258, over 2474414.87 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07821, over 21873.23 utterances.], batch size: 105, lr: 1.19e-03
2022-08-20 18:58:51,050 INFO [train.py:927] (4/8) Epoch 2, batch 4600, giga_loss[loss=0.2821, simple_loss=0.3598, pruned_loss=0.1022, over 12462.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03033, over 75.00 utterances.], tot_loss[loss=0.3067, simple_loss=0.3648, pruned_loss=0.1243, over 2474650.56 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07628, over 20739.39 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.3753, pruned_loss=0.1142, over 2207071.49 frames. utt_duration=1240 frames, utt_pad_proportion=0.06219, over 7130.47 utterances.], giga_tot_loss[loss=0.3071, simple_loss=0.3635, pruned_loss=0.1254, over 2475184.57 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07735, over 21884.39 utterances.], batch size: 75, lr: 1.19e-03
2022-08-20 19:00:34,027 INFO [train.py:927] (4/8) Epoch 2, batch 4650, giga_loss[loss=0.3103, simple_loss=0.3638, pruned_loss=0.1284, over 12422.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06193, over 183.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.3627, pruned_loss=0.1221, over 2475074.59 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07427, over 20334.93 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3731, pruned_loss=0.1131, over 2219957.14 frames. utt_duration=1249 frames, utt_pad_proportion=0.05974, over 7118.03 utterances.], giga_tot_loss[loss=0.3057, simple_loss=0.363, pruned_loss=0.1242, over 2475700.25 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07623, over 21890.13 utterances.], batch size: 183, lr: 1.19e-03
2022-08-20 19:02:21,329 INFO [train.py:927] (4/8) Epoch 2, batch 4700, giga_loss[loss=0.4824, simple_loss=0.4793, pruned_loss=0.2427, over 12352.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 258.00 utterances.], tot_loss[loss=0.3079, simple_loss=0.3665, pruned_loss=0.1246, over 2475038.17 frames. utt_duration=475 frames, utt_pad_proportion=0.07694, over 20908.17 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.375, pruned_loss=0.1131, over 2226125.59 frames. utt_duration=1250 frames, utt_pad_proportion=0.05953, over 7129.62 utterances.], giga_tot_loss[loss=0.309, simple_loss=0.3649, pruned_loss=0.1265, over 2475674.91 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07855, over 22446.59 utterances.], batch size: 258, lr: 1.19e-03
2022-08-20 19:04:04,827 INFO [train.py:927] (4/8) Epoch 2, batch 4750, giga_loss[loss=0.3147, simple_loss=0.3641, pruned_loss=0.1326, over 12402.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03997, over 133.00 utterances.], tot_loss[loss=0.3111, simple_loss=0.3678, pruned_loss=0.1272, over 2475198.53 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07618, over 20954.92 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3745, pruned_loss=0.1129, over 2234213.97 frames. utt_duration=1255 frames, utt_pad_proportion=0.05808, over 7131.76 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3667, pruned_loss=0.1292, over 2476148.86 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07803, over 22610.53 utterances.], batch size: 133, lr: 1.19e-03
2022-08-20 19:05:48,991 INFO [train.py:927] (4/8) Epoch 2, batch 4800, giga_loss[loss=0.32, simple_loss=0.3722, pruned_loss=0.1339, over 12398.00 frames. utt_duration=436.4 frames, utt_pad_proportion=0.04507, over 114.00 utterances.], tot_loss[loss=0.3125, simple_loss=0.3681, pruned_loss=0.1284, over 2475071.76 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07802, over 21054.64 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3737, pruned_loss=0.1126, over 2241118.14 frames. utt_duration=1245 frames, utt_pad_proportion=0.06139, over 7211.33 utterances.], giga_tot_loss[loss=0.3146, simple_loss=0.3677, pruned_loss=0.1307, over 2476042.15 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07862, over 22669.41 utterances.], batch size: 114, lr: 1.19e-03
2022-08-20 19:07:29,122 INFO [train.py:927] (4/8) Epoch 2, batch 4850, giga_loss[loss=0.2884, simple_loss=0.3617, pruned_loss=0.1075, over 12391.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.3103, simple_loss=0.3665, pruned_loss=0.127, over 2474826.73 frames. utt_duration=480.2 frames, utt_pad_proportion=0.0773, over 20679.76 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3723, pruned_loss=0.1122, over 2250302.90 frames. utt_duration=1252 frames, utt_pad_proportion=0.05942, over 7198.28 utterances.], giga_tot_loss[loss=0.3133, simple_loss=0.3671, pruned_loss=0.1298, over 2475605.46 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07861, over 22503.86 utterances.], batch size: 113, lr: 1.19e-03
2022-08-20 19:09:13,165 INFO [train.py:927] (4/8) Epoch 2, batch 4900, giga_loss[loss=0.2545, simple_loss=0.3239, pruned_loss=0.09251, over 12354.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04586, over 31.00 utterances.], tot_loss[loss=0.3061, simple_loss=0.3635, pruned_loss=0.1244, over 2474567.35 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07761, over 20077.36 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3721, pruned_loss=0.1126, over 2256748.61 frames. utt_duration=1231 frames, utt_pad_proportion=0.06683, over 7341.05 utterances.], giga_tot_loss[loss=0.3086, simple_loss=0.3639, pruned_loss=0.1266, over 2475383.77 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07648, over 21762.75 utterances.], batch size: 31, lr: 1.18e-03
2022-08-20 19:11:01,367 INFO [train.py:927] (4/8) Epoch 2, batch 4950, giga_loss[loss=0.3124, simple_loss=0.3601, pruned_loss=0.1323, over 12429.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03991, over 37.00 utterances.], tot_loss[loss=0.3073, simple_loss=0.3629, pruned_loss=0.1258, over 2475210.51 frames. utt_duration=490 frames, utt_pad_proportion=0.07639, over 20266.88 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3716, pruned_loss=0.1125, over 2260977.72 frames. utt_duration=1233 frames, utt_pad_proportion=0.06596, over 7344.34 utterances.], giga_tot_loss[loss=0.3096, simple_loss=0.3635, pruned_loss=0.1279, over 2475938.65 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07587, over 21816.63 utterances.], batch size: 37, lr: 1.18e-03
2022-08-20 19:12:46,546 INFO [train.py:927] (4/8) Epoch 2, batch 5000, giga_loss[loss=0.2678, simple_loss=0.3542, pruned_loss=0.0907, over 12189.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04034, over 28.00 utterances.], tot_loss[loss=0.3099, simple_loss=0.368, pruned_loss=0.1259, over 2475112.06 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07314, over 19668.30 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.375, pruned_loss=0.1126, over 2264888.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.06492, over 7347.36 utterances.], giga_tot_loss[loss=0.3103, simple_loss=0.3653, pruned_loss=0.1276, over 2476037.58 frames. utt_duration=470.2 frames, utt_pad_proportion=0.0733, over 21131.18 utterances.], batch size: 28, lr: 1.18e-03
2022-08-20 19:14:34,059 INFO [train.py:927] (4/8) Epoch 2, batch 5050, giga_loss[loss=0.3426, simple_loss=0.3912, pruned_loss=0.147, over 12376.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05266, over 161.00 utterances.], tot_loss[loss=0.312, simple_loss=0.3716, pruned_loss=0.1262, over 2475114.05 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07037, over 19934.98 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3759, pruned_loss=0.1128, over 2266938.03 frames. utt_duration=1236 frames, utt_pad_proportion=0.06436, over 7342.90 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3688, pruned_loss=0.1276, over 2475868.61 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07084, over 21196.87 utterances.], batch size: 161, lr: 1.18e-03
2022-08-20 19:16:18,162 INFO [train.py:927] (4/8) Epoch 2, batch 5100, giga_loss[loss=0.306, simple_loss=0.3691, pruned_loss=0.1214, over 12430.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04784, over 34.00 utterances.], tot_loss[loss=0.3114, simple_loss=0.3706, pruned_loss=0.1261, over 2475254.15 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0675, over 19426.91 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3751, pruned_loss=0.1126, over 2269883.21 frames. utt_duration=1240 frames, utt_pad_proportion=0.06358, over 7330.81 utterances.], giga_tot_loss[loss=0.3119, simple_loss=0.3688, pruned_loss=0.1275, over 2475989.88 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06828, over 20589.10 utterances.], batch size: 34, lr: 1.18e-03
2022-08-20 19:18:04,976 INFO [train.py:927] (4/8) Epoch 2, batch 5150, giga_loss[loss=0.2655, simple_loss=0.3331, pruned_loss=0.09899, over 12371.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03198, over 62.00 utterances.], tot_loss[loss=0.3112, simple_loss=0.3695, pruned_loss=0.1265, over 2475399.41 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06918, over 19551.35 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3748, pruned_loss=0.1128, over 2274830.69 frames. utt_duration=1226 frames, utt_pad_proportion=0.06749, over 7433.16 utterances.], giga_tot_loss[loss=0.3119, simple_loss=0.3683, pruned_loss=0.1277, over 2476120.97 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06841, over 20649.38 utterances.], batch size: 62, lr: 1.18e-03
2022-08-20 19:19:50,629 INFO [train.py:927] (4/8) Epoch 2, batch 5200, libri_loss[loss=0.3184, simple_loss=0.4127, pruned_loss=0.112, over 12464.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.009288, over 39.00 utterances.], tot_loss[loss=0.3122, simple_loss=0.3699, pruned_loss=0.1272, over 2475170.25 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06573, over 19295.34 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.3769, pruned_loss=0.1137, over 2281836.35 frames. utt_duration=1233 frames, utt_pad_proportion=0.06563, over 7411.55 utterances.], giga_tot_loss[loss=0.3113, simple_loss=0.3668, pruned_loss=0.1279, over 2475650.42 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06589, over 20588.79 utterances.], batch size: 39, lr: 1.18e-03
2022-08-20 19:21:37,100 INFO [train.py:927] (4/8) Epoch 2, batch 5250, giga_loss[loss=0.3077, simple_loss=0.3669, pruned_loss=0.1243, over 12350.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02998, over 70.00 utterances.], tot_loss[loss=0.3141, simple_loss=0.3701, pruned_loss=0.129, over 2474875.63 frames. utt_duration=486.3 frames, utt_pad_proportion=0.0721, over 20419.93 utterances.], libri_tot_loss[loss=0.3023, simple_loss=0.377, pruned_loss=0.1138, over 2285548.75 frames. utt_duration=1236 frames, utt_pad_proportion=0.06492, over 7402.57 utterances.], giga_tot_loss[loss=0.3135, simple_loss=0.3675, pruned_loss=0.1297, over 2475348.93 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07212, over 21680.21 utterances.], batch size: 70, lr: 1.18e-03
2022-08-20 19:23:23,940 INFO [train.py:927] (4/8) Epoch 2, batch 5300, giga_loss[loss=0.3031, simple_loss=0.3549, pruned_loss=0.1257, over 12401.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02523, over 91.00 utterances.], tot_loss[loss=0.3087, simple_loss=0.3654, pruned_loss=0.126, over 2474947.15 frames. utt_duration=510.1 frames, utt_pad_proportion=0.07113, over 19462.72 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3759, pruned_loss=0.1132, over 2289080.60 frames. utt_duration=1241 frames, utt_pad_proportion=0.06397, over 7384.64 utterances.], giga_tot_loss[loss=0.3094, simple_loss=0.3641, pruned_loss=0.1273, over 2475521.91 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07155, over 20709.43 utterances.], batch size: 91, lr: 1.18e-03
2022-08-20 19:25:07,688 INFO [train.py:927] (4/8) Epoch 2, batch 5350, giga_loss[loss=0.3272, simple_loss=0.3816, pruned_loss=0.1365, over 12412.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.0434, over 146.00 utterances.], tot_loss[loss=0.3072, simple_loss=0.3642, pruned_loss=0.1251, over 2475336.15 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06937, over 19494.26 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3744, pruned_loss=0.1125, over 2294682.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.06247, over 7356.52 utterances.], giga_tot_loss[loss=0.3092, simple_loss=0.3641, pruned_loss=0.1271, over 2475705.60 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07034, over 20846.21 utterances.], batch size: 146, lr: 1.18e-03
2022-08-20 19:27:02,228 INFO [train.py:927] (4/8) Epoch 2, batch 5400, libri_loss[loss=0.2801, simple_loss=0.3584, pruned_loss=0.1009, over 12483.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006895, over 36.00 utterances.], tot_loss[loss=0.3092, simple_loss=0.3653, pruned_loss=0.1266, over 2474110.98 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07114, over 20162.66 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3742, pruned_loss=0.1124, over 2297378.98 frames. utt_duration=1250 frames, utt_pad_proportion=0.06168, over 7358.14 utterances.], giga_tot_loss[loss=0.311, simple_loss=0.3653, pruned_loss=0.1284, over 2474375.23 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07206, over 21392.89 utterances.], batch size: 36, lr: 1.18e-03
2022-08-20 19:28:49,518 INFO [train.py:927] (4/8) Epoch 2, batch 5450, giga_loss[loss=0.2746, simple_loss=0.351, pruned_loss=0.09914, over 12424.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03167, over 80.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.365, pruned_loss=0.1239, over 2473247.80 frames. utt_duration=504 frames, utt_pad_proportion=0.07094, over 19686.75 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3726, pruned_loss=0.1117, over 2302042.78 frames. utt_duration=1258 frames, utt_pad_proportion=0.06027, over 7329.80 utterances.], giga_tot_loss[loss=0.3092, simple_loss=0.366, pruned_loss=0.1262, over 2473950.57 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07221, over 21019.97 utterances.], batch size: 80, lr: 1.17e-03
2022-08-20 19:30:33,528 INFO [train.py:927] (4/8) Epoch 2, batch 5500, giga_loss[loss=0.3215, simple_loss=0.3753, pruned_loss=0.1339, over 12408.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03264, over 80.00 utterances.], tot_loss[loss=0.3073, simple_loss=0.3676, pruned_loss=0.1235, over 2473780.13 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06476, over 18585.63 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3725, pruned_loss=0.1116, over 2307149.35 frames. utt_duration=1256 frames, utt_pad_proportion=0.05997, over 7357.74 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.3683, pruned_loss=0.1258, over 2474347.06 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06639, over 19946.84 utterances.], batch size: 80, lr: 1.17e-03
2022-08-20 19:32:16,139 INFO [train.py:927] (4/8) Epoch 2, batch 5550, giga_loss[loss=0.3175, simple_loss=0.3749, pruned_loss=0.13, over 12362.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.0319, over 97.00 utterances.], tot_loss[loss=0.3081, simple_loss=0.3681, pruned_loss=0.1241, over 2473673.50 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06251, over 18147.40 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3714, pruned_loss=0.1111, over 2313295.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.0585, over 7352.46 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.3694, pruned_loss=0.1268, over 2474524.47 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06452, over 19653.93 utterances.], batch size: 97, lr: 1.17e-03
2022-08-20 19:33:59,131 INFO [train.py:927] (4/8) Epoch 2, batch 5600, giga_loss[loss=0.3888, simple_loss=0.3993, pruned_loss=0.1892, over 12348.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2078, over 373.00 utterances.], tot_loss[loss=0.3112, simple_loss=0.3693, pruned_loss=0.1266, over 2473684.61 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06827, over 19585.27 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.37, pruned_loss=0.1106, over 2318566.67 frames. utt_duration=1267 frames, utt_pad_proportion=0.05693, over 7327.48 utterances.], giga_tot_loss[loss=0.3154, simple_loss=0.3715, pruned_loss=0.1297, over 2474605.99 frames. utt_duration=469 frames, utt_pad_proportion=0.06989, over 21170.78 utterances.], batch size: 373, lr: 1.17e-03
2022-08-20 19:35:42,039 INFO [train.py:927] (4/8) Epoch 2, batch 5650, giga_loss[loss=0.2954, simple_loss=0.374, pruned_loss=0.1084, over 12407.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.02766, over 62.00 utterances.], tot_loss[loss=0.3085, simple_loss=0.3686, pruned_loss=0.1242, over 2474370.77 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06857, over 19398.63 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3696, pruned_loss=0.1103, over 2322659.55 frames. utt_duration=1270 frames, utt_pad_proportion=0.05581, over 7324.32 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3707, pruned_loss=0.1273, over 2474878.99 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07031, over 20943.57 utterances.], batch size: 62, lr: 1.17e-03
2022-08-20 19:37:27,600 INFO [train.py:927] (4/8) Epoch 2, batch 5700, giga_loss[loss=0.2774, simple_loss=0.3469, pruned_loss=0.1039, over 12405.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.03286, over 122.00 utterances.], tot_loss[loss=0.3095, simple_loss=0.369, pruned_loss=0.125, over 2473732.23 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06998, over 19879.70 utterances.], libri_tot_loss[loss=0.2939, simple_loss=0.3686, pruned_loss=0.1096, over 2326144.87 frames. utt_duration=1275 frames, utt_pad_proportion=0.05486, over 7307.35 utterances.], giga_tot_loss[loss=0.3141, simple_loss=0.3715, pruned_loss=0.1283, over 2474374.25 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07165, over 21414.31 utterances.], batch size: 122, lr: 1.17e-03
2022-08-20 19:39:14,481 INFO [train.py:927] (4/8) Epoch 2, batch 5750, giga_loss[loss=0.3155, simple_loss=0.3734, pruned_loss=0.1288, over 12288.00 frames. utt_duration=848.9 frames, utt_pad_proportion=0.03536, over 58.00 utterances.], tot_loss[loss=0.3091, simple_loss=0.3678, pruned_loss=0.1252, over 2474252.30 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07266, over 20129.80 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3685, pruned_loss=0.1098, over 2329144.92 frames. utt_duration=1277 frames, utt_pad_proportion=0.05397, over 7305.24 utterances.], giga_tot_loss[loss=0.3129, simple_loss=0.3699, pruned_loss=0.128, over 2474694.32 frames. utt_duration=460 frames, utt_pad_proportion=0.0742, over 21586.98 utterances.], batch size: 58, lr: 1.17e-03
2022-08-20 19:41:01,096 INFO [train.py:927] (4/8) Epoch 2, batch 5800, giga_loss[loss=0.333, simple_loss=0.3827, pruned_loss=0.1417, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04257, over 146.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3652, pruned_loss=0.1238, over 2474473.37 frames. utt_duration=496.7 frames, utt_pad_proportion=0.0737, over 19986.18 utterances.], libri_tot_loss[loss=0.2939, simple_loss=0.3684, pruned_loss=0.1097, over 2332587.88 frames. utt_duration=1281 frames, utt_pad_proportion=0.05287, over 7293.72 utterances.], giga_tot_loss[loss=0.3098, simple_loss=0.3669, pruned_loss=0.1264, over 2474958.22 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07538, over 21445.02 utterances.], batch size: 146, lr: 1.17e-03
2022-08-20 19:42:44,243 INFO [train.py:927] (4/8) Epoch 2, batch 5850, libri_loss[loss=0.2835, simple_loss=0.3672, pruned_loss=0.09992, over 12366.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01562, over 41.00 utterances.], tot_loss[loss=0.3049, simple_loss=0.3635, pruned_loss=0.1231, over 2474650.27 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06969, over 19589.54 utterances.], libri_tot_loss[loss=0.2936, simple_loss=0.368, pruned_loss=0.1096, over 2336880.90 frames. utt_duration=1282 frames, utt_pad_proportion=0.05173, over 7301.31 utterances.], giga_tot_loss[loss=0.3083, simple_loss=0.365, pruned_loss=0.1258, over 2475600.39 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07189, over 21155.11 utterances.], batch size: 41, lr: 1.17e-03
2022-08-20 19:44:24,006 INFO [train.py:927] (4/8) Epoch 2, batch 5900, giga_loss[loss=0.2682, simple_loss=0.3397, pruned_loss=0.09837, over 12343.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.02926, over 51.00 utterances.], tot_loss[loss=0.3019, simple_loss=0.3613, pruned_loss=0.1212, over 2475022.82 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07359, over 20369.83 utterances.], libri_tot_loss[loss=0.2935, simple_loss=0.3681, pruned_loss=0.1095, over 2338167.55 frames. utt_duration=1283 frames, utt_pad_proportion=0.05129, over 7298.32 utterances.], giga_tot_loss[loss=0.3047, simple_loss=0.3624, pruned_loss=0.1235, over 2475836.47 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0752, over 21702.32 utterances.], batch size: 51, lr: 1.17e-03
2022-08-20 19:46:08,053 INFO [train.py:927] (4/8) Epoch 2, batch 5950, giga_loss[loss=0.2445, simple_loss=0.3122, pruned_loss=0.0884, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03155, over 58.00 utterances.], tot_loss[loss=0.2999, simple_loss=0.3601, pruned_loss=0.1199, over 2474955.20 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07461, over 21111.71 utterances.], libri_tot_loss[loss=0.2944, simple_loss=0.3686, pruned_loss=0.1101, over 2341123.77 frames. utt_duration=1285 frames, utt_pad_proportion=0.05025, over 7295.84 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3603, pruned_loss=0.1214, over 2476022.97 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07631, over 22501.45 utterances.], batch size: 58, lr: 1.17e-03
2022-08-20 19:47:57,699 INFO [train.py:927] (4/8) Epoch 2, batch 6000, giga_loss[loss=0.2585, simple_loss=0.322, pruned_loss=0.09753, over 12388.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03442, over 122.00 utterances.], tot_loss[loss=0.2987, simple_loss=0.3594, pruned_loss=0.119, over 2475001.55 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07318, over 20511.97 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3718, pruned_loss=0.1111, over 2343986.68 frames. utt_duration=1285 frames, utt_pad_proportion=0.04945, over 7303.90 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3569, pruned_loss=0.1195, over 2475673.97 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07504, over 21847.28 utterances.], batch size: 122, lr: 1.16e-03
2022-08-20 19:47:57,704 INFO [train.py:958] (4/8) Computing validation loss
2022-08-20 19:48:11,750 INFO [train.py:967] (4/8) Epoch 2, validation: loss=0.2347, simple_loss=0.3352, pruned_loss=0.06714, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 19:49:55,967 INFO [train.py:927] (4/8) Epoch 2, batch 6050, giga_loss[loss=0.3281, simple_loss=0.3804, pruned_loss=0.1379, over 12432.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03638, over 105.00 utterances.], tot_loss[loss=0.3, simple_loss=0.3599, pruned_loss=0.1201, over 2475465.41 frames. utt_duration=460 frames, utt_pad_proportion=0.07681, over 21591.68 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3717, pruned_loss=0.111, over 2344623.75 frames. utt_duration=1285 frames, utt_pad_proportion=0.04925, over 7308.38 utterances.], giga_tot_loss[loss=0.2996, simple_loss=0.3579, pruned_loss=0.1206, over 2476009.41 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07816, over 22701.36 utterances.], batch size: 105, lr: 1.16e-03
2022-08-20 19:51:41,269 INFO [train.py:927] (4/8) Epoch 2, batch 6100, libri_loss[loss=0.3018, simple_loss=0.3591, pruned_loss=0.1222, over 12245.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005335, over 34.00 utterances.], tot_loss[loss=0.3003, simple_loss=0.3597, pruned_loss=0.1205, over 2475514.02 frames. utt_duration=447.8 frames, utt_pad_proportion=0.0818, over 22184.71 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.3707, pruned_loss=0.1106, over 2348399.76 frames. utt_duration=1288 frames, utt_pad_proportion=0.04809, over 7301.23 utterances.], giga_tot_loss[loss=0.3007, simple_loss=0.3586, pruned_loss=0.1215, over 2476058.69 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08314, over 23451.63 utterances.], batch size: 34, lr: 1.16e-03
2022-08-20 19:53:24,975 INFO [train.py:927] (4/8) Epoch 2, batch 6150, giga_loss[loss=0.342, simple_loss=0.3962, pruned_loss=0.1439, over 12362.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.3015, simple_loss=0.3599, pruned_loss=0.1216, over 2475182.23 frames. utt_duration=452.5 frames, utt_pad_proportion=0.08035, over 21952.50 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3699, pruned_loss=0.1106, over 2353100.74 frames. utt_duration=1291 frames, utt_pad_proportion=0.04686, over 7301.41 utterances.], giga_tot_loss[loss=0.3023, simple_loss=0.3592, pruned_loss=0.1227, over 2475856.28 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08224, over 23511.86 utterances.], batch size: 97, lr: 1.16e-03
2022-08-20 19:55:10,616 INFO [train.py:927] (4/8) Epoch 2, batch 6200, giga_loss[loss=0.2892, simple_loss=0.3465, pruned_loss=0.116, over 12324.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03464, over 51.00 utterances.], tot_loss[loss=0.3024, simple_loss=0.3607, pruned_loss=0.122, over 2474544.92 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07776, over 20780.72 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3686, pruned_loss=0.1106, over 2358836.27 frames. utt_duration=1291 frames, utt_pad_proportion=0.04605, over 7319.44 utterances.], giga_tot_loss[loss=0.3039, simple_loss=0.3609, pruned_loss=0.1235, over 2475306.80 frames. utt_duration=437.7 frames, utt_pad_proportion=0.08036, over 22695.13 utterances.], batch size: 51, lr: 1.16e-03
2022-08-20 19:56:57,274 INFO [train.py:927] (4/8) Epoch 2, batch 6250, giga_loss[loss=0.2745, simple_loss=0.3408, pruned_loss=0.1041, over 12334.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03417, over 58.00 utterances.], tot_loss[loss=0.306, simple_loss=0.3632, pruned_loss=0.1244, over 2474946.33 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07813, over 21369.28 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3688, pruned_loss=0.1108, over 2360538.34 frames. utt_duration=1279 frames, utt_pad_proportion=0.05009, over 7391.69 utterances.], giga_tot_loss[loss=0.3071, simple_loss=0.3631, pruned_loss=0.1255, over 2475571.87 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07909, over 22990.78 utterances.], batch size: 58, lr: 1.16e-03
2022-08-20 19:58:46,375 INFO [train.py:927] (4/8) Epoch 2, batch 6300, giga_loss[loss=0.2644, simple_loss=0.3356, pruned_loss=0.09661, over 12386.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.0306, over 62.00 utterances.], tot_loss[loss=0.3099, simple_loss=0.3674, pruned_loss=0.1262, over 2475542.09 frames. utt_duration=432.4 frames, utt_pad_proportion=0.08213, over 22978.58 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3697, pruned_loss=0.1104, over 2362048.28 frames. utt_duration=1282 frames, utt_pad_proportion=0.04953, over 7376.86 utterances.], giga_tot_loss[loss=0.3108, simple_loss=0.3665, pruned_loss=0.1276, over 2476229.83 frames. utt_duration=406 frames, utt_pad_proportion=0.08292, over 24482.04 utterances.], batch size: 62, lr: 1.16e-03
2022-08-20 20:00:34,040 INFO [train.py:927] (4/8) Epoch 2, batch 6350, giga_loss[loss=0.2755, simple_loss=0.3384, pruned_loss=0.1063, over 12284.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03442, over 28.00 utterances.], tot_loss[loss=0.3078, simple_loss=0.3652, pruned_loss=0.1252, over 2476220.57 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07797, over 21595.80 utterances.], libri_tot_loss[loss=0.2944, simple_loss=0.3685, pruned_loss=0.1101, over 2365492.54 frames. utt_duration=1289 frames, utt_pad_proportion=0.04841, over 7349.96 utterances.], giga_tot_loss[loss=0.3098, simple_loss=0.3654, pruned_loss=0.127, over 2476685.26 frames. utt_duration=428 frames, utt_pad_proportion=0.07943, over 23226.48 utterances.], batch size: 28, lr: 1.16e-03
2022-08-20 20:02:21,125 INFO [train.py:927] (4/8) Epoch 2, batch 6400, giga_loss[loss=0.2781, simple_loss=0.3471, pruned_loss=0.1046, over 12351.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.034, over 51.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3632, pruned_loss=0.1248, over 2475159.59 frames. utt_duration=466.8 frames, utt_pad_proportion=0.0765, over 21274.28 utterances.], libri_tot_loss[loss=0.2926, simple_loss=0.3666, pruned_loss=0.1093, over 2369035.58 frames. utt_duration=1290 frames, utt_pad_proportion=0.04832, over 7356.66 utterances.], giga_tot_loss[loss=0.31, simple_loss=0.365, pruned_loss=0.1275, over 2476253.17 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07819, over 23107.43 utterances.], batch size: 51, lr: 1.16e-03
2022-08-20 20:04:07,554 INFO [train.py:927] (4/8) Epoch 2, batch 6450, giga_loss[loss=0.3873, simple_loss=0.4131, pruned_loss=0.1808, over 12395.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05815, over 182.00 utterances.], tot_loss[loss=0.3049, simple_loss=0.3614, pruned_loss=0.1242, over 2475071.05 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07438, over 21064.99 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3656, pruned_loss=0.1091, over 2370945.92 frames. utt_duration=1294 frames, utt_pad_proportion=0.04761, over 7337.62 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.3636, pruned_loss=0.1269, over 2476121.12 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07625, over 22798.65 utterances.], batch size: 182, lr: 1.16e-03
2022-08-20 20:05:52,158 INFO [train.py:927] (4/8) Epoch 2, batch 6500, giga_loss[loss=0.3175, simple_loss=0.3586, pruned_loss=0.1382, over 12347.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0331, over 97.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3634, pruned_loss=0.1247, over 2475189.79 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07057, over 20624.37 utterances.], libri_tot_loss[loss=0.293, simple_loss=0.3675, pruned_loss=0.1093, over 2372451.30 frames. utt_duration=1295 frames, utt_pad_proportion=0.0471, over 7334.52 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.3634, pruned_loss=0.1268, over 2476079.60 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07261, over 22184.65 utterances.], batch size: 97, lr: 1.16e-03
2022-08-20 20:07:35,243 INFO [train.py:927] (4/8) Epoch 2, batch 6550, giga_loss[loss=0.3125, simple_loss=0.3602, pruned_loss=0.1323, over 12475.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02808, over 55.00 utterances.], tot_loss[loss=0.3097, simple_loss=0.3665, pruned_loss=0.1264, over 2475210.75 frames. utt_duration=476 frames, utt_pad_proportion=0.07073, over 20865.78 utterances.], libri_tot_loss[loss=0.2927, simple_loss=0.3677, pruned_loss=0.1089, over 2374932.24 frames. utt_duration=1293 frames, utt_pad_proportion=0.04722, over 7353.92 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3663, pruned_loss=0.1289, over 2475991.41 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07247, over 22405.08 utterances.], batch size: 55, lr: 1.16e-03
2022-08-20 20:09:20,600 INFO [train.py:927] (4/8) Epoch 2, batch 6600, giga_loss[loss=0.3931, simple_loss=0.4041, pruned_loss=0.1911, over 12358.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.3108, simple_loss=0.3663, pruned_loss=0.1276, over 2474421.50 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07109, over 20826.64 utterances.], libri_tot_loss[loss=0.2929, simple_loss=0.3676, pruned_loss=0.1091, over 2375856.70 frames. utt_duration=1294 frames, utt_pad_proportion=0.04684, over 7354.39 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3662, pruned_loss=0.1295, over 2475098.91 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07263, over 22155.90 utterances.], batch size: 257, lr: 1.15e-03
2022-08-20 20:11:08,914 INFO [train.py:927] (4/8) Epoch 2, batch 6650, giga_loss[loss=0.3209, simple_loss=0.3841, pruned_loss=0.1288, over 12376.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04797, over 34.00 utterances.], tot_loss[loss=0.3106, simple_loss=0.3659, pruned_loss=0.1277, over 2474782.93 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07171, over 21098.40 utterances.], libri_tot_loss[loss=0.2926, simple_loss=0.367, pruned_loss=0.1091, over 2377264.24 frames. utt_duration=1297 frames, utt_pad_proportion=0.04643, over 7339.20 utterances.], giga_tot_loss[loss=0.3125, simple_loss=0.3662, pruned_loss=0.1294, over 2475374.00 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07311, over 22345.43 utterances.], batch size: 34, lr: 1.15e-03
2022-08-20 20:12:53,312 INFO [train.py:927] (4/8) Epoch 2, batch 6700, giga_loss[loss=0.3091, simple_loss=0.3654, pruned_loss=0.1264, over 12403.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03939, over 133.00 utterances.], tot_loss[loss=0.3089, simple_loss=0.3652, pruned_loss=0.1263, over 2474618.69 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06622, over 19802.84 utterances.], libri_tot_loss[loss=0.2918, simple_loss=0.3661, pruned_loss=0.1087, over 2381075.33 frames. utt_duration=1301 frames, utt_pad_proportion=0.04503, over 7328.31 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3662, pruned_loss=0.1288, over 2475556.61 frames. utt_duration=464.7 frames, utt_pad_proportion=0.06848, over 21375.41 utterances.], batch size: 133, lr: 1.15e-03
2022-08-20 20:14:34,904 INFO [train.py:927] (4/8) Epoch 2, batch 6750, giga_loss[loss=0.2851, simple_loss=0.3486, pruned_loss=0.1108, over 12194.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03262, over 42.00 utterances.], tot_loss[loss=0.3099, simple_loss=0.3655, pruned_loss=0.1272, over 2473591.85 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06781, over 19324.10 utterances.], libri_tot_loss[loss=0.2907, simple_loss=0.365, pruned_loss=0.1082, over 2383083.85 frames. utt_duration=1303 frames, utt_pad_proportion=0.04427, over 7323.13 utterances.], giga_tot_loss[loss=0.3137, simple_loss=0.3673, pruned_loss=0.13, over 2474631.07 frames. utt_duration=476 frames, utt_pad_proportion=0.06996, over 20858.78 utterances.], batch size: 42, lr: 1.15e-03
2022-08-20 20:16:17,839 INFO [train.py:927] (4/8) Epoch 2, batch 6800, giga_loss[loss=0.3089, simple_loss=0.3747, pruned_loss=0.1215, over 12374.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02652, over 66.00 utterances.], tot_loss[loss=0.3089, simple_loss=0.3669, pruned_loss=0.1254, over 2474141.73 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06793, over 18952.02 utterances.], libri_tot_loss[loss=0.2915, simple_loss=0.3662, pruned_loss=0.1083, over 2386013.46 frames. utt_duration=1277 frames, utt_pad_proportion=0.05324, over 7484.06 utterances.], giga_tot_loss[loss=0.3118, simple_loss=0.3673, pruned_loss=0.1281, over 2474756.01 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06717, over 20366.78 utterances.], batch size: 66, lr: 1.15e-03
2022-08-20 20:18:02,498 INFO [train.py:927] (4/8) Epoch 2, batch 6850, giga_loss[loss=0.3614, simple_loss=0.4021, pruned_loss=0.1604, over 12418.00 frames. utt_duration=308 frames, utt_pad_proportion=0.0524, over 162.00 utterances.], tot_loss[loss=0.3054, simple_loss=0.3637, pruned_loss=0.1235, over 2474061.50 frames. utt_duration=520.7 frames, utt_pad_proportion=0.07106, over 19059.16 utterances.], libri_tot_loss[loss=0.2906, simple_loss=0.3651, pruned_loss=0.1081, over 2387700.50 frames. utt_duration=1282 frames, utt_pad_proportion=0.05249, over 7457.59 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.365, pruned_loss=0.1262, over 2474594.06 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07059, over 20410.44 utterances.], batch size: 162, lr: 1.15e-03
2022-08-20 20:19:44,788 INFO [train.py:927] (4/8) Epoch 2, batch 6900, giga_loss[loss=0.275, simple_loss=0.3496, pruned_loss=0.1002, over 12210.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04033, over 28.00 utterances.], tot_loss[loss=0.3057, simple_loss=0.3636, pruned_loss=0.1239, over 2473776.33 frames. utt_duration=515.8 frames, utt_pad_proportion=0.073, over 19238.67 utterances.], libri_tot_loss[loss=0.29, simple_loss=0.3644, pruned_loss=0.1079, over 2389620.32 frames. utt_duration=1286 frames, utt_pad_proportion=0.05173, over 7441.59 utterances.], giga_tot_loss[loss=0.3091, simple_loss=0.3652, pruned_loss=0.1265, over 2473990.87 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07287, over 20541.67 utterances.], batch size: 28, lr: 1.15e-03
2022-08-20 20:21:31,227 INFO [train.py:927] (4/8) Epoch 2, batch 6950, giga_loss[loss=0.2476, simple_loss=0.311, pruned_loss=0.09206, over 12137.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04014, over 33.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3632, pruned_loss=0.1248, over 2473330.55 frames. utt_duration=514.8 frames, utt_pad_proportion=0.07158, over 19272.39 utterances.], libri_tot_loss[loss=0.2899, simple_loss=0.3638, pruned_loss=0.108, over 2392464.93 frames. utt_duration=1292 frames, utt_pad_proportion=0.05021, over 7417.16 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.365, pruned_loss=0.1273, over 2473909.49 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07228, over 20761.98 utterances.], batch size: 33, lr: 1.15e-03
2022-08-20 20:23:16,188 INFO [train.py:927] (4/8) Epoch 2, batch 7000, giga_loss[loss=0.3123, simple_loss=0.3713, pruned_loss=0.1267, over 12360.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03632, over 122.00 utterances.], tot_loss[loss=0.3077, simple_loss=0.3641, pruned_loss=0.1256, over 2474157.30 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07309, over 19847.51 utterances.], libri_tot_loss[loss=0.2897, simple_loss=0.3636, pruned_loss=0.1079, over 2393558.24 frames. utt_duration=1288 frames, utt_pad_proportion=0.05048, over 7439.78 utterances.], giga_tot_loss[loss=0.3108, simple_loss=0.3657, pruned_loss=0.1279, over 2474728.24 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07361, over 21165.91 utterances.], batch size: 122, lr: 1.15e-03
2022-08-20 20:24:59,221 INFO [train.py:927] (4/8) Epoch 2, batch 7050, giga_loss[loss=0.2876, simple_loss=0.3521, pruned_loss=0.1116, over 12334.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.0292, over 91.00 utterances.], tot_loss[loss=0.3087, simple_loss=0.3654, pruned_loss=0.126, over 2473913.86 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07387, over 20201.44 utterances.], libri_tot_loss[loss=0.2902, simple_loss=0.3644, pruned_loss=0.108, over 2393818.45 frames. utt_duration=1289 frames, utt_pad_proportion=0.05028, over 7436.58 utterances.], giga_tot_loss[loss=0.3109, simple_loss=0.3659, pruned_loss=0.1279, over 2474493.28 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07434, over 21296.70 utterances.], batch size: 91, lr: 1.15e-03
2022-08-20 20:26:41,483 INFO [train.py:927] (4/8) Epoch 2, batch 7100, giga_loss[loss=0.3001, simple_loss=0.3584, pruned_loss=0.121, over 12320.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.03521, over 58.00 utterances.], tot_loss[loss=0.3089, simple_loss=0.3673, pruned_loss=0.1252, over 2474310.49 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07309, over 19923.58 utterances.], libri_tot_loss[loss=0.2906, simple_loss=0.3662, pruned_loss=0.1075, over 2396446.32 frames. utt_duration=1296 frames, utt_pad_proportion=0.049, over 7407.71 utterances.], giga_tot_loss[loss=0.3108, simple_loss=0.3662, pruned_loss=0.1277, over 2474911.60 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07413, over 21231.28 utterances.], batch size: 58, lr: 1.15e-03
2022-08-20 20:28:24,677 INFO [train.py:927] (4/8) Epoch 2, batch 7150, giga_loss[loss=0.2993, simple_loss=0.3588, pruned_loss=0.1199, over 12333.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03413, over 51.00 utterances.], tot_loss[loss=0.3098, simple_loss=0.3669, pruned_loss=0.1264, over 2473229.87 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06821, over 19367.23 utterances.], libri_tot_loss[loss=0.2906, simple_loss=0.3658, pruned_loss=0.1077, over 2397533.05 frames. utt_duration=1298 frames, utt_pad_proportion=0.04824, over 7395.66 utterances.], giga_tot_loss[loss=0.3116, simple_loss=0.3665, pruned_loss=0.1284, over 2474074.70 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06969, over 20625.89 utterances.], batch size: 51, lr: 1.15e-03
2022-08-20 20:30:10,805 INFO [train.py:927] (4/8) Epoch 2, batch 7200, giga_loss[loss=0.2693, simple_loss=0.3335, pruned_loss=0.1025, over 12448.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03138, over 75.00 utterances.], tot_loss[loss=0.3054, simple_loss=0.3633, pruned_loss=0.1238, over 2472889.64 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06729, over 18907.51 utterances.], libri_tot_loss[loss=0.2897, simple_loss=0.3646, pruned_loss=0.1074, over 2399147.23 frames. utt_duration=1304 frames, utt_pad_proportion=0.04718, over 7367.08 utterances.], giga_tot_loss[loss=0.3082, simple_loss=0.3639, pruned_loss=0.1262, over 2474132.58 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06905, over 20260.85 utterances.], batch size: 75, lr: 1.14e-03
2022-08-20 20:31:57,310 INFO [train.py:927] (4/8) Epoch 2, batch 7250, giga_loss[loss=0.3586, simple_loss=0.3974, pruned_loss=0.1599, over 12388.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07016, over 212.00 utterances.], tot_loss[loss=0.3016, simple_loss=0.3592, pruned_loss=0.122, over 2473800.04 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06529, over 19143.25 utterances.], libri_tot_loss[loss=0.289, simple_loss=0.3638, pruned_loss=0.1071, over 2400824.97 frames. utt_duration=1306 frames, utt_pad_proportion=0.04658, over 7361.65 utterances.], giga_tot_loss[loss=0.3047, simple_loss=0.3604, pruned_loss=0.1244, over 2474601.01 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06712, over 20433.19 utterances.], batch size: 212, lr: 1.14e-03
2022-08-20 20:33:44,123 INFO [train.py:927] (4/8) Epoch 2, batch 7300, giga_loss[loss=0.2824, simple_loss=0.346, pruned_loss=0.1094, over 12332.00 frames. utt_duration=626 frames, utt_pad_proportion=0.02648, over 79.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3565, pruned_loss=0.1207, over 2473506.98 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06928, over 19655.15 utterances.], libri_tot_loss[loss=0.2877, simple_loss=0.3627, pruned_loss=0.1063, over 2402248.87 frames. utt_duration=1312 frames, utt_pad_proportion=0.04579, over 7331.86 utterances.], giga_tot_loss[loss=0.3028, simple_loss=0.3583, pruned_loss=0.1236, over 2474514.16 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07085, over 20973.69 utterances.], batch size: 79, lr: 1.14e-03
2022-08-20 20:35:28,233 INFO [train.py:927] (4/8) Epoch 2, batch 7350, giga_loss[loss=0.2575, simple_loss=0.3401, pruned_loss=0.08747, over 12393.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.0264, over 91.00 utterances.], tot_loss[loss=0.2955, simple_loss=0.356, pruned_loss=0.1175, over 2474441.63 frames. utt_duration=505.7 frames, utt_pad_proportion=0.06568, over 19628.01 utterances.], libri_tot_loss[loss=0.2876, simple_loss=0.3626, pruned_loss=0.1063, over 2404177.06 frames. utt_duration=1306 frames, utt_pad_proportion=0.04626, over 7373.24 utterances.], giga_tot_loss[loss=0.2989, simple_loss=0.3574, pruned_loss=0.1202, over 2475115.06 frames. utt_duration=475 frames, utt_pad_proportion=0.0672, over 20906.29 utterances.], batch size: 91, lr: 1.14e-03
2022-08-20 20:37:20,284 INFO [train.py:927] (4/8) Epoch 2, batch 7400, giga_loss[loss=0.2587, simple_loss=0.3328, pruned_loss=0.09233, over 12380.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04505, over 146.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.3529, pruned_loss=0.1138, over 2474847.46 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06838, over 20947.12 utterances.], libri_tot_loss[loss=0.2875, simple_loss=0.3625, pruned_loss=0.1062, over 2405010.31 frames. utt_duration=1307 frames, utt_pad_proportion=0.04596, over 7371.48 utterances.], giga_tot_loss[loss=0.2931, simple_loss=0.354, pruned_loss=0.1161, over 2475256.57 frames. utt_duration=450.1 frames, utt_pad_proportion=0.06953, over 22071.96 utterances.], batch size: 146, lr: 1.14e-03
2022-08-20 20:39:05,081 INFO [train.py:927] (4/8) Epoch 2, batch 7450, giga_loss[loss=0.2427, simple_loss=0.3337, pruned_loss=0.07583, over 12395.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02687, over 70.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3495, pruned_loss=0.1089, over 2475622.12 frames. utt_duration=475.8 frames, utt_pad_proportion=0.066, over 20878.29 utterances.], libri_tot_loss[loss=0.287, simple_loss=0.362, pruned_loss=0.106, over 2407120.54 frames. utt_duration=1311 frames, utt_pad_proportion=0.04499, over 7352.60 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3505, pruned_loss=0.1111, over 2475950.22 frames. utt_duration=448.4 frames, utt_pad_proportion=0.06753, over 22158.73 utterances.], batch size: 70, lr: 1.14e-03
2022-08-20 20:40:50,733 INFO [train.py:927] (4/8) Epoch 2, batch 7500, giga_loss[loss=0.2784, simple_loss=0.3473, pruned_loss=0.1048, over 12390.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04461, over 146.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3497, pruned_loss=0.1079, over 2475862.89 frames. utt_duration=452.2 frames, utt_pad_proportion=0.06568, over 21970.80 utterances.], libri_tot_loss[loss=0.287, simple_loss=0.3619, pruned_loss=0.1061, over 2407769.67 frames. utt_duration=1312 frames, utt_pad_proportion=0.04443, over 7347.34 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3504, pruned_loss=0.1095, over 2476495.19 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06711, over 23198.96 utterances.], batch size: 146, lr: 1.14e-03
2022-08-20 20:42:33,725 INFO [train.py:927] (4/8) Epoch 2, batch 7550, giga_loss[loss=0.2466, simple_loss=0.3242, pruned_loss=0.08453, over 12320.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.03419, over 51.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3462, pruned_loss=0.1056, over 2475732.31 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07277, over 23113.52 utterances.], libri_tot_loss[loss=0.2865, simple_loss=0.3612, pruned_loss=0.106, over 2410370.43 frames. utt_duration=1304 frames, utt_pad_proportion=0.04811, over 7400.75 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3469, pruned_loss=0.107, over 2476327.01 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07282, over 24627.17 utterances.], batch size: 51, lr: 1.14e-03
2022-08-20 20:44:17,604 INFO [train.py:927] (4/8) Epoch 2, batch 7600, giga_loss[loss=0.2414, simple_loss=0.3201, pruned_loss=0.08134, over 12307.00 frames. utt_duration=747.2 frames, utt_pad_proportion=0.03209, over 66.00 utterances.], tot_loss[loss=0.277, simple_loss=0.3459, pruned_loss=0.1041, over 2475336.84 frames. utt_duration=431.8 frames, utt_pad_proportion=0.0718, over 23010.13 utterances.], libri_tot_loss[loss=0.2874, simple_loss=0.3623, pruned_loss=0.1062, over 2412156.55 frames. utt_duration=1301 frames, utt_pad_proportion=0.04784, over 7426.98 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3451, pruned_loss=0.1049, over 2475950.57 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07214, over 24621.73 utterances.], batch size: 66, lr: 1.14e-03
2022-08-20 20:46:00,765 INFO [train.py:927] (4/8) Epoch 2, batch 7650, libri_loss[loss=0.2692, simple_loss=0.3413, pruned_loss=0.09852, over 12463.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005124, over 35.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3445, pruned_loss=0.1025, over 2475115.33 frames. utt_duration=434.4 frames, utt_pad_proportion=0.06864, over 22869.62 utterances.], libri_tot_loss[loss=0.2877, simple_loss=0.3625, pruned_loss=0.1065, over 2413798.60 frames. utt_duration=1293 frames, utt_pad_proportion=0.04862, over 7476.79 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3432, pruned_loss=0.1029, over 2475509.13 frames. utt_duration=406 frames, utt_pad_proportion=0.06906, over 24476.47 utterances.], batch size: 35, lr: 1.14e-03
2022-08-20 20:47:43,517 INFO [train.py:927] (4/8) Epoch 2, batch 7700, giga_loss[loss=0.258, simple_loss=0.3411, pruned_loss=0.08746, over 12397.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02617, over 66.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3386, pruned_loss=0.09872, over 2475727.73 frames. utt_duration=422.3 frames, utt_pad_proportion=0.07126, over 23533.27 utterances.], libri_tot_loss[loss=0.2868, simple_loss=0.3616, pruned_loss=0.106, over 2414610.06 frames. utt_duration=1297 frames, utt_pad_proportion=0.0482, over 7457.74 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3381, pruned_loss=0.09933, over 2476120.73 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07162, over 25021.72 utterances.], batch size: 66, lr: 1.14e-03
2022-08-20 20:49:24,185 INFO [train.py:927] (4/8) Epoch 2, batch 7750, giga_loss[loss=0.2681, simple_loss=0.3503, pruned_loss=0.09294, over 12370.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05325, over 161.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3366, pruned_loss=0.09696, over 2475413.01 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07147, over 23241.03 utterances.], libri_tot_loss[loss=0.2858, simple_loss=0.361, pruned_loss=0.1053, over 2416175.52 frames. utt_duration=1305 frames, utt_pad_proportion=0.04713, over 7416.25 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3359, pruned_loss=0.09786, over 2476237.47 frames. utt_duration=398 frames, utt_pad_proportion=0.0722, over 24978.45 utterances.], batch size: 161, lr: 1.14e-03
2022-08-20 20:51:21,508 INFO [train.py:927] (4/8) Epoch 2, batch 7800, giga_loss[loss=0.247, simple_loss=0.3293, pruned_loss=0.08237, over 12417.00 frames. utt_duration=339.4 frames, utt_pad_proportion=0.04922, over 147.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3373, pruned_loss=0.0971, over 2475317.92 frames. utt_duration=410 frames, utt_pad_proportion=0.07366, over 24235.07 utterances.], libri_tot_loss[loss=0.2858, simple_loss=0.361, pruned_loss=0.1053, over 2417541.33 frames. utt_duration=1305 frames, utt_pad_proportion=0.04662, over 7417.11 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3361, pruned_loss=0.09756, over 2476315.90 frames. utt_duration=381.4 frames, utt_pad_proportion=0.0744, over 26067.84 utterances.], batch size: 147, lr: 1.13e-03
2022-08-20 20:53:20,155 INFO [train.py:927] (4/8) Epoch 2, batch 7850, libri_loss[loss=0.2774, simple_loss=0.3451, pruned_loss=0.1049, over 12286.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007725, over 37.00 utterances.], tot_loss[loss=0.265, simple_loss=0.337, pruned_loss=0.09652, over 2475199.99 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07057, over 24225.16 utterances.], libri_tot_loss[loss=0.285, simple_loss=0.3602, pruned_loss=0.1049, over 2418701.03 frames. utt_duration=1309 frames, utt_pad_proportion=0.04553, over 7396.91 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3361, pruned_loss=0.09707, over 2476542.77 frames. utt_duration=379.7 frames, utt_pad_proportion=0.07183, over 26185.97 utterances.], batch size: 37, lr: 1.13e-03
2022-08-20 20:55:23,871 INFO [train.py:927] (4/8) Epoch 2, batch 7900, giga_loss[loss=0.2326, simple_loss=0.3123, pruned_loss=0.07644, over 12444.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06124, over 183.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3347, pruned_loss=0.09503, over 2476217.70 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06853, over 24642.44 utterances.], libri_tot_loss[loss=0.285, simple_loss=0.3602, pruned_loss=0.1049, over 2419159.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.04549, over 7406.87 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3338, pruned_loss=0.09539, over 2477363.18 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06972, over 26321.13 utterances.], batch size: 183, lr: 1.13e-03
2022-08-20 20:57:34,084 INFO [train.py:927] (4/8) Epoch 2, batch 7950, libri_loss[loss=0.2583, simple_loss=0.374, pruned_loss=0.0713, over 12471.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005002, over 32.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3337, pruned_loss=0.09279, over 2476499.46 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06839, over 24667.74 utterances.], libri_tot_loss[loss=0.2855, simple_loss=0.3619, pruned_loss=0.1045, over 2420541.53 frames. utt_duration=1311 frames, utt_pad_proportion=0.04473, over 7392.77 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3308, pruned_loss=0.09315, over 2477438.64 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06969, over 26416.63 utterances.], batch size: 32, lr: 1.13e-03
2022-08-20 20:59:31,418 INFO [train.py:927] (4/8) Epoch 2, batch 8000, giga_loss[loss=0.2618, simple_loss=0.3397, pruned_loss=0.09194, over 12390.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06723, over 211.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3328, pruned_loss=0.09266, over 2476964.98 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06864, over 25014.20 utterances.], libri_tot_loss[loss=0.2859, simple_loss=0.3626, pruned_loss=0.1046, over 2421532.71 frames. utt_duration=1312 frames, utt_pad_proportion=0.04416, over 7392.99 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3294, pruned_loss=0.0927, over 2477816.93 frames. utt_duration=372.5 frames, utt_pad_proportion=0.06989, over 26699.77 utterances.], batch size: 211, lr: 1.13e-03
2022-08-20 21:01:39,910 INFO [train.py:927] (4/8) Epoch 2, batch 8050, giga_loss[loss=0.2139, simple_loss=0.2836, pruned_loss=0.07215, over 12380.00 frames. utt_duration=142.2 frames, utt_pad_proportion=0.1635, over 351.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3329, pruned_loss=0.09258, over 2476882.28 frames. utt_duration=387.3 frames, utt_pad_proportion=0.0734, over 25661.88 utterances.], libri_tot_loss[loss=0.2855, simple_loss=0.3623, pruned_loss=0.1044, over 2422664.89 frames. utt_duration=1311 frames, utt_pad_proportion=0.04379, over 7398.14 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.33, pruned_loss=0.09255, over 2477544.06 frames. utt_duration=364 frames, utt_pad_proportion=0.07432, over 27321.37 utterances.], batch size: 351, lr: 1.13e-03
2022-08-20 21:03:50,636 INFO [train.py:927] (4/8) Epoch 2, batch 8100, giga_loss[loss=0.2788, simple_loss=0.3408, pruned_loss=0.1084, over 12393.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05976, over 182.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3301, pruned_loss=0.09126, over 2476901.97 frames. utt_duration=386.3 frames, utt_pad_proportion=0.07172, over 25729.16 utterances.], libri_tot_loss[loss=0.2849, simple_loss=0.3616, pruned_loss=0.1041, over 2423464.47 frames. utt_duration=1314 frames, utt_pad_proportion=0.04311, over 7383.28 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3277, pruned_loss=0.09124, over 2477699.49 frames. utt_duration=363.2 frames, utt_pad_proportion=0.07282, over 27385.11 utterances.], batch size: 182, lr: 1.13e-03
2022-08-20 21:05:53,132 INFO [train.py:927] (4/8) Epoch 2, batch 8150, giga_loss[loss=0.2475, simple_loss=0.336, pruned_loss=0.07949, over 12461.00 frames. utt_duration=310.5 frames, utt_pad_proportion=0.04468, over 161.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3327, pruned_loss=0.09186, over 2476670.42 frames. utt_duration=386.3 frames, utt_pad_proportion=0.0702, over 25725.97 utterances.], libri_tot_loss[loss=0.2847, simple_loss=0.3612, pruned_loss=0.1042, over 2424342.64 frames. utt_duration=1302 frames, utt_pad_proportion=0.0472, over 7455.74 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3305, pruned_loss=0.09152, over 2477958.86 frames. utt_duration=361.8 frames, utt_pad_proportion=0.07055, over 27490.81 utterances.], batch size: 161, lr: 1.13e-03
2022-08-20 21:07:56,463 INFO [train.py:927] (4/8) Epoch 2, batch 8200, giga_loss[loss=0.2277, simple_loss=0.3159, pruned_loss=0.06969, over 12394.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05646, over 182.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3344, pruned_loss=0.09109, over 2477405.33 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06611, over 25116.69 utterances.], libri_tot_loss[loss=0.2842, simple_loss=0.3607, pruned_loss=0.1039, over 2426097.58 frames. utt_duration=1304 frames, utt_pad_proportion=0.04599, over 7448.76 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3322, pruned_loss=0.09067, over 2478518.44 frames. utt_duration=366.8 frames, utt_pad_proportion=0.06713, over 27115.78 utterances.], batch size: 182, lr: 1.13e-03
2022-08-20 21:10:04,772 INFO [train.py:927] (4/8) Epoch 2, batch 8250, giga_loss[loss=0.2618, simple_loss=0.3361, pruned_loss=0.09379, over 12447.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02878, over 80.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3346, pruned_loss=0.09127, over 2477651.68 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06627, over 25771.03 utterances.], libri_tot_loss[loss=0.284, simple_loss=0.3604, pruned_loss=0.1038, over 2426232.09 frames. utt_duration=1306 frames, utt_pad_proportion=0.046, over 7438.51 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.333, pruned_loss=0.09095, over 2478621.43 frames. utt_duration=362.8 frames, utt_pad_proportion=0.06706, over 27415.32 utterances.], batch size: 80, lr: 1.13e-03
2022-08-20 21:12:31,592 INFO [train.py:927] (4/8) Epoch 2, batch 8300, giga_loss[loss=0.3019, simple_loss=0.353, pruned_loss=0.1254, over 12436.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03544, over 123.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3336, pruned_loss=0.09116, over 2477596.71 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06492, over 24991.97 utterances.], libri_tot_loss[loss=0.2833, simple_loss=0.3596, pruned_loss=0.1035, over 2427595.67 frames. utt_duration=1309 frames, utt_pad_proportion=0.04497, over 7427.64 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3323, pruned_loss=0.09085, over 2478509.93 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06605, over 26802.35 utterances.], batch size: 123, lr: 1.13e-03
2022-08-20 21:14:37,644 INFO [train.py:927] (4/8) Epoch 2, batch 8350, giga_loss[loss=0.2525, simple_loss=0.3104, pruned_loss=0.09725, over 12376.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2016, over 368.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3305, pruned_loss=0.0897, over 2478176.17 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06659, over 24674.33 utterances.], libri_tot_loss[loss=0.2831, simple_loss=0.3593, pruned_loss=0.1035, over 2428826.65 frames. utt_duration=1311 frames, utt_pad_proportion=0.04397, over 7416.85 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.329, pruned_loss=0.08908, over 2479145.48 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06778, over 26608.30 utterances.], batch size: 368, lr: 1.13e-03
2022-08-20 21:16:40,722 INFO [train.py:927] (4/8) Epoch 2, batch 8400, giga_loss[loss=0.243, simple_loss=0.3201, pruned_loss=0.08292, over 12390.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02622, over 85.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3294, pruned_loss=0.08922, over 2478238.55 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06598, over 23581.91 utterances.], libri_tot_loss[loss=0.2824, simple_loss=0.3588, pruned_loss=0.103, over 2430883.93 frames. utt_duration=1302 frames, utt_pad_proportion=0.04755, over 7478.94 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3274, pruned_loss=0.08857, over 2479142.64 frames. utt_duration=386 frames, utt_pad_proportion=0.06645, over 25767.03 utterances.], batch size: 85, lr: 1.13e-03
2022-08-20 21:18:44,600 INFO [train.py:927] (4/8) Epoch 2, batch 8450, giga_loss[loss=0.2435, simple_loss=0.2978, pruned_loss=0.09463, over 12366.00 frames. utt_duration=139.8 frames, utt_pad_proportion=0.1775, over 357.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3314, pruned_loss=0.09138, over 2478054.17 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06918, over 24215.14 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3583, pruned_loss=0.1027, over 2431840.36 frames. utt_duration=1306 frames, utt_pad_proportion=0.0467, over 7455.08 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3297, pruned_loss=0.09087, over 2478954.02 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06959, over 26333.52 utterances.], batch size: 357, lr: 1.12e-03
2022-08-20 21:20:40,578 INFO [train.py:927] (4/8) Epoch 2, batch 8500, giga_loss[loss=0.26, simple_loss=0.3253, pruned_loss=0.09739, over 12341.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.0301, over 85.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3316, pruned_loss=0.0928, over 2477341.24 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07107, over 24337.89 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3577, pruned_loss=0.1027, over 2432771.67 frames. utt_duration=1286 frames, utt_pad_proportion=0.05203, over 7577.94 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3299, pruned_loss=0.09208, over 2478673.36 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07026, over 26455.03 utterances.], batch size: 85, lr: 1.12e-03
2022-08-20 21:22:54,520 INFO [train.py:927] (4/8) Epoch 2, batch 8550, giga_loss[loss=0.2782, simple_loss=0.3425, pruned_loss=0.107, over 12387.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04182, over 133.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3322, pruned_loss=0.09293, over 2477854.11 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07016, over 25005.40 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3572, pruned_loss=0.1025, over 2433569.50 frames. utt_duration=1289 frames, utt_pad_proportion=0.05144, over 7562.35 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.331, pruned_loss=0.09236, over 2478786.03 frames. utt_duration=369.6 frames, utt_pad_proportion=0.0698, over 26914.26 utterances.], batch size: 133, lr: 1.12e-03
2022-08-20 21:25:15,479 INFO [train.py:927] (4/8) Epoch 2, batch 8600, giga_loss[loss=0.2865, simple_loss=0.3398, pruned_loss=0.1166, over 12435.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.0274, over 122.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3303, pruned_loss=0.09174, over 2477870.79 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06725, over 24638.45 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3568, pruned_loss=0.1024, over 2434159.23 frames. utt_duration=1290 frames, utt_pad_proportion=0.05091, over 7555.98 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3293, pruned_loss=0.09128, over 2478659.73 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06736, over 26365.94 utterances.], batch size: 122, lr: 1.12e-03
2022-08-20 21:27:22,686 INFO [train.py:927] (4/8) Epoch 2, batch 8650, giga_loss[loss=0.296, simple_loss=0.3553, pruned_loss=0.1183, over 12427.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04969, over 161.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3252, pruned_loss=0.08946, over 2477841.63 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06701, over 24493.03 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.3572, pruned_loss=0.1026, over 2434696.62 frames. utt_duration=1293 frames, utt_pad_proportion=0.05032, over 7541.69 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3237, pruned_loss=0.08881, over 2478548.47 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06732, over 26093.85 utterances.], batch size: 161, lr: 1.12e-03
2022-08-20 21:29:14,395 INFO [train.py:927] (4/8) Epoch 2, batch 8700, giga_loss[loss=0.2286, simple_loss=0.3077, pruned_loss=0.07469, over 12326.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03249, over 85.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3254, pruned_loss=0.09036, over 2477472.86 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07005, over 24656.32 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.3568, pruned_loss=0.1028, over 2435517.16 frames. utt_duration=1290 frames, utt_pad_proportion=0.05048, over 7558.73 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3239, pruned_loss=0.08934, over 2478255.99 frames. utt_duration=378.1 frames, utt_pad_proportion=0.07027, over 26297.46 utterances.], batch size: 85, lr: 1.12e-03
2022-08-20 21:31:19,152 INFO [train.py:927] (4/8) Epoch 2, batch 8750, giga_loss[loss=0.2638, simple_loss=0.339, pruned_loss=0.09426, over 12443.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05436, over 162.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3236, pruned_loss=0.08879, over 2477407.68 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06971, over 24374.39 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3564, pruned_loss=0.1026, over 2436122.56 frames. utt_duration=1288 frames, utt_pad_proportion=0.0506, over 7575.60 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3219, pruned_loss=0.08784, over 2478445.25 frames. utt_duration=381.3 frames, utt_pad_proportion=0.07005, over 26080.54 utterances.], batch size: 162, lr: 1.12e-03
2022-08-20 21:33:30,780 INFO [train.py:927] (4/8) Epoch 2, batch 8800, giga_loss[loss=0.226, simple_loss=0.3173, pruned_loss=0.0674, over 12346.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.02764, over 62.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3236, pruned_loss=0.08824, over 2477554.14 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06929, over 23984.92 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3563, pruned_loss=0.1024, over 2436995.07 frames. utt_duration=1275 frames, utt_pad_proportion=0.05512, over 7656.41 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3213, pruned_loss=0.08721, over 2478899.77 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06847, over 25811.68 utterances.], batch size: 62, lr: 1.12e-03
2022-08-20 21:35:38,173 INFO [train.py:927] (4/8) Epoch 2, batch 8850, giga_loss[loss=0.2181, simple_loss=0.292, pruned_loss=0.07209, over 12286.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02363, over 45.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3243, pruned_loss=0.08767, over 2477639.62 frames. utt_duration=424 frames, utt_pad_proportion=0.06878, over 23443.01 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3574, pruned_loss=0.1027, over 2438528.49 frames. utt_duration=1263 frames, utt_pad_proportion=0.05774, over 7729.75 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3204, pruned_loss=0.08607, over 2478773.44 frames. utt_duration=391 frames, utt_pad_proportion=0.06759, over 25438.55 utterances.], batch size: 45, lr: 1.12e-03
2022-08-20 21:37:35,778 INFO [train.py:927] (4/8) Epoch 2, batch 8900, giga_loss[loss=0.2068, simple_loss=0.2909, pruned_loss=0.06134, over 12417.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05087, over 161.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3219, pruned_loss=0.08664, over 2477451.51 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07086, over 23887.37 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3567, pruned_loss=0.1024, over 2439033.55 frames. utt_duration=1267 frames, utt_pad_proportion=0.05684, over 7709.34 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3187, pruned_loss=0.08529, over 2478581.17 frames. utt_duration=385.9 frames, utt_pad_proportion=0.07007, over 25772.50 utterances.], batch size: 161, lr: 1.12e-03
2022-08-20 21:39:34,133 INFO [train.py:927] (4/8) Epoch 2, batch 8950, giga_loss[loss=0.2535, simple_loss=0.329, pruned_loss=0.08903, over 12407.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05121, over 161.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3231, pruned_loss=0.08649, over 2477696.62 frames. utt_duration=423 frames, utt_pad_proportion=0.06843, over 23499.39 utterances.], libri_tot_loss[loss=0.28, simple_loss=0.3555, pruned_loss=0.1022, over 2440702.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.05504, over 7694.45 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.32, pruned_loss=0.08484, over 2478808.57 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06863, over 25780.52 utterances.], batch size: 161, lr: 1.12e-03
2022-08-20 21:41:34,674 INFO [train.py:927] (4/8) Epoch 2, batch 9000, giga_loss[loss=0.2386, simple_loss=0.3201, pruned_loss=0.07855, over 12426.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03184, over 80.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3248, pruned_loss=0.08693, over 2477783.94 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06956, over 23908.63 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3556, pruned_loss=0.1023, over 2441089.68 frames. utt_duration=1267 frames, utt_pad_proportion=0.05562, over 7718.52 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.322, pruned_loss=0.08543, over 2478650.11 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06951, over 25818.51 utterances.], batch size: 80, lr: 1.12e-03
2022-08-20 21:41:34,675 INFO [train.py:958] (4/8) Computing validation loss
2022-08-20 21:41:48,589 INFO [train.py:967] (4/8) Epoch 2, validation: loss=0.2599, simple_loss=0.3981, pruned_loss=0.06083, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 21:43:52,038 INFO [train.py:927] (4/8) Epoch 2, batch 9050, giga_loss[loss=0.2078, simple_loss=0.2937, pruned_loss=0.06096, over 12385.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06021, over 182.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3228, pruned_loss=0.08456, over 2477978.51 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06601, over 23797.02 utterances.], libri_tot_loss[loss=0.2804, simple_loss=0.3564, pruned_loss=0.1022, over 2441027.23 frames. utt_duration=1267 frames, utt_pad_proportion=0.05539, over 7714.93 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3198, pruned_loss=0.08339, over 2478881.80 frames. utt_duration=392 frames, utt_pad_proportion=0.06626, over 25369.26 utterances.], batch size: 182, lr: 1.12e-03
2022-08-20 21:45:51,238 INFO [train.py:927] (4/8) Epoch 2, batch 9100, giga_loss[loss=0.2234, simple_loss=0.3013, pruned_loss=0.07278, over 12448.00 frames. utt_duration=804.1 frames, utt_pad_proportion=0.02534, over 62.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3226, pruned_loss=0.08425, over 2477494.87 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06589, over 23759.09 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.3577, pruned_loss=0.1024, over 2441386.11 frames. utt_duration=1271 frames, utt_pad_proportion=0.05489, over 7694.36 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3186, pruned_loss=0.08292, over 2478373.42 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06629, over 25247.46 utterances.], batch size: 62, lr: 1.11e-03
2022-08-20 21:48:01,075 INFO [train.py:927] (4/8) Epoch 2, batch 9150, giga_loss[loss=0.2176, simple_loss=0.2974, pruned_loss=0.06891, over 12326.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.03044, over 66.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3246, pruned_loss=0.08576, over 2477501.58 frames. utt_duration=415 frames, utt_pad_proportion=0.06423, over 23950.10 utterances.], libri_tot_loss[loss=0.2827, simple_loss=0.3589, pruned_loss=0.1033, over 2441628.18 frames. utt_duration=1272 frames, utt_pad_proportion=0.05472, over 7684.88 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3202, pruned_loss=0.08382, over 2478132.27 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06468, over 25200.67 utterances.], batch size: 66, lr: 1.11e-03
2022-08-20 21:49:55,250 INFO [train.py:927] (4/8) Epoch 2, batch 9200, giga_loss[loss=0.2756, simple_loss=0.3486, pruned_loss=0.1013, over 12353.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3272, pruned_loss=0.089, over 2478063.61 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06732, over 25185.37 utterances.], libri_tot_loss[loss=0.2836, simple_loss=0.3591, pruned_loss=0.1041, over 2442117.67 frames. utt_duration=1273 frames, utt_pad_proportion=0.05428, over 7683.03 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3233, pruned_loss=0.08669, over 2478453.18 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06765, over 26304.35 utterances.], batch size: 97, lr: 1.11e-03
2022-08-20 21:52:04,043 INFO [train.py:927] (4/8) Epoch 2, batch 9250, giga_loss[loss=0.2227, simple_loss=0.2831, pruned_loss=0.08119, over 12370.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1827, over 359.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3301, pruned_loss=0.09053, over 2478115.99 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06847, over 25936.43 utterances.], libri_tot_loss[loss=0.2837, simple_loss=0.3591, pruned_loss=0.1041, over 2442373.34 frames. utt_duration=1274 frames, utt_pad_proportion=0.05385, over 7679.19 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3267, pruned_loss=0.08853, over 2478518.62 frames. utt_duration=368.7 frames, utt_pad_proportion=0.06882, over 26977.83 utterances.], batch size: 359, lr: 1.11e-03
2022-08-20 21:54:14,678 INFO [train.py:927] (4/8) Epoch 2, batch 9300, giga_loss[loss=0.2437, simple_loss=0.3215, pruned_loss=0.08292, over 12381.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04249, over 133.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3288, pruned_loss=0.09003, over 2478417.54 frames. utt_duration=372.8 frames, utt_pad_proportion=0.06983, over 26676.40 utterances.], libri_tot_loss[loss=0.2835, simple_loss=0.3591, pruned_loss=0.104, over 2443164.92 frames. utt_duration=1266 frames, utt_pad_proportion=0.05455, over 7731.34 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3255, pruned_loss=0.0883, over 2478831.59 frames. utt_duration=356.6 frames, utt_pad_proportion=0.07004, over 27899.11 utterances.], batch size: 133, lr: 1.11e-03
2022-08-20 21:56:16,797 INFO [train.py:927] (4/8) Epoch 2, batch 9350, giga_loss[loss=0.3004, simple_loss=0.3465, pruned_loss=0.1271, over 12379.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09852, over 256.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3275, pruned_loss=0.08888, over 2478115.85 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06734, over 25609.06 utterances.], libri_tot_loss[loss=0.2829, simple_loss=0.3587, pruned_loss=0.1035, over 2443482.84 frames. utt_duration=1271 frames, utt_pad_proportion=0.05357, over 7698.34 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3245, pruned_loss=0.08756, over 2478937.50 frames. utt_duration=368 frames, utt_pad_proportion=0.06794, over 27031.40 utterances.], batch size: 256, lr: 1.11e-03
2022-08-20 21:58:27,990 INFO [train.py:927] (4/8) Epoch 2, batch 9400, giga_loss[loss=0.2351, simple_loss=0.3192, pruned_loss=0.07544, over 12425.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.02951, over 75.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3257, pruned_loss=0.0882, over 2478064.46 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06797, over 25117.38 utterances.], libri_tot_loss[loss=0.2826, simple_loss=0.3585, pruned_loss=0.1033, over 2444370.09 frames. utt_duration=1274 frames, utt_pad_proportion=0.05275, over 7686.44 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3229, pruned_loss=0.08704, over 2478534.73 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0687, over 26567.62 utterances.], batch size: 75, lr: 1.11e-03
2022-08-20 22:00:30,495 INFO [train.py:927] (4/8) Epoch 2, batch 9450, giga_loss[loss=0.2513, simple_loss=0.3439, pruned_loss=0.07931, over 12352.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02787, over 48.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3235, pruned_loss=0.08585, over 2477682.68 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06821, over 24187.93 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3578, pruned_loss=0.103, over 2444874.27 frames. utt_duration=1276 frames, utt_pad_proportion=0.05175, over 7671.48 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3212, pruned_loss=0.08485, over 2478326.57 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06917, over 25723.11 utterances.], batch size: 48, lr: 1.11e-03
2022-08-20 22:02:22,832 INFO [train.py:927] (4/8) Epoch 2, batch 9500, giga_loss[loss=0.2136, simple_loss=0.3012, pruned_loss=0.06301, over 12318.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.02456, over 74.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3249, pruned_loss=0.08526, over 2477491.39 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06471, over 23081.83 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3571, pruned_loss=0.1031, over 2445627.77 frames. utt_duration=1279 frames, utt_pad_proportion=0.05028, over 7655.84 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3224, pruned_loss=0.08377, over 2478485.17 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06629, over 24899.00 utterances.], batch size: 74, lr: 1.11e-03
2022-08-20 22:04:32,978 INFO [train.py:927] (4/8) Epoch 2, batch 9550, giga_loss[loss=0.2454, simple_loss=0.3307, pruned_loss=0.08005, over 12364.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02787, over 66.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3251, pruned_loss=0.08578, over 2477155.65 frames. utt_duration=418.2 frames, utt_pad_proportion=0.0684, over 23760.11 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.3566, pruned_loss=0.1028, over 2445774.31 frames. utt_duration=1283 frames, utt_pad_proportion=0.04957, over 7632.92 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.323, pruned_loss=0.0845, over 2478386.28 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06966, over 25523.50 utterances.], batch size: 66, lr: 1.11e-03
2022-08-20 22:06:46,895 INFO [train.py:927] (4/8) Epoch 2, batch 9600, giga_loss[loss=0.2816, simple_loss=0.3532, pruned_loss=0.105, over 12436.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07165, over 212.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3277, pruned_loss=0.0863, over 2477455.70 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07094, over 24881.23 utterances.], libri_tot_loss[loss=0.2824, simple_loss=0.3585, pruned_loss=0.1031, over 2446038.63 frames. utt_duration=1284 frames, utt_pad_proportion=0.04901, over 7630.44 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.324, pruned_loss=0.08484, over 2478606.37 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07198, over 26491.14 utterances.], batch size: 212, lr: 1.11e-03
2022-08-20 22:09:00,497 INFO [train.py:927] (4/8) Epoch 2, batch 9650, giga_loss[loss=0.2846, simple_loss=0.364, pruned_loss=0.1026, over 12444.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02876, over 122.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3289, pruned_loss=0.08651, over 2476868.80 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06741, over 24261.02 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3576, pruned_loss=0.1028, over 2445980.87 frames. utt_duration=1280 frames, utt_pad_proportion=0.04987, over 7654.66 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3259, pruned_loss=0.08516, over 2478735.88 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06841, over 26004.79 utterances.], batch size: 122, lr: 1.11e-03
2022-08-20 22:11:21,031 INFO [train.py:927] (4/8) Epoch 2, batch 9700, giga_loss[loss=0.2722, simple_loss=0.3266, pruned_loss=0.1089, over 12373.00 frames. utt_duration=140.6 frames, utt_pad_proportion=0.1729, over 355.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3292, pruned_loss=0.08669, over 2476848.39 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06456, over 23763.10 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3576, pruned_loss=0.1029, over 2446226.96 frames. utt_duration=1278 frames, utt_pad_proportion=0.0498, over 7668.05 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3267, pruned_loss=0.08542, over 2478371.38 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06559, over 25262.39 utterances.], batch size: 355, lr: 1.11e-03
2022-08-20 22:13:36,074 INFO [train.py:927] (4/8) Epoch 2, batch 9750, giga_loss[loss=0.2158, simple_loss=0.2953, pruned_loss=0.06818, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03388, over 40.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3258, pruned_loss=0.08458, over 2477737.14 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06064, over 23539.92 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3575, pruned_loss=0.1029, over 2446476.83 frames. utt_duration=1276 frames, utt_pad_proportion=0.04969, over 7675.71 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3239, pruned_loss=0.08357, over 2478851.54 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06171, over 24770.93 utterances.], batch size: 40, lr: 1.10e-03
2022-08-20 22:15:37,180 INFO [train.py:927] (4/8) Epoch 2, batch 9800, giga_loss[loss=0.2465, simple_loss=0.3308, pruned_loss=0.08111, over 12365.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03914, over 113.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3253, pruned_loss=0.08411, over 2477888.33 frames. utt_duration=420.4 frames, utt_pad_proportion=0.05998, over 23642.03 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.357, pruned_loss=0.1026, over 2446701.84 frames. utt_duration=1280 frames, utt_pad_proportion=0.04917, over 7653.70 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3237, pruned_loss=0.08329, over 2478985.76 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06103, over 24844.05 utterances.], batch size: 113, lr: 1.10e-03
2022-08-20 22:17:27,604 INFO [train.py:927] (4/8) Epoch 2, batch 9850, giga_loss[loss=0.2196, simple_loss=0.2997, pruned_loss=0.06977, over 12447.00 frames. utt_duration=542.5 frames, utt_pad_proportion=0.03131, over 92.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3274, pruned_loss=0.08577, over 2477491.37 frames. utt_duration=424.2 frames, utt_pad_proportion=0.05917, over 23428.45 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3564, pruned_loss=0.1025, over 2447350.31 frames. utt_duration=1280 frames, utt_pad_proportion=0.04881, over 7655.93 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3258, pruned_loss=0.08475, over 2478596.20 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06023, over 24792.83 utterances.], batch size: 92, lr: 1.10e-03
2022-08-20 22:19:25,639 INFO [train.py:927] (4/8) Epoch 2, batch 9900, giga_loss[loss=0.2236, simple_loss=0.3016, pruned_loss=0.07279, over 12444.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03222, over 75.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3258, pruned_loss=0.08574, over 2477610.13 frames. utt_duration=425.2 frames, utt_pad_proportion=0.05752, over 23372.73 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3564, pruned_loss=0.1026, over 2447673.30 frames. utt_duration=1280 frames, utt_pad_proportion=0.04846, over 7660.36 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3242, pruned_loss=0.08467, over 2478458.67 frames. utt_duration=404.5 frames, utt_pad_proportion=0.05857, over 24582.41 utterances.], batch size: 75, lr: 1.10e-03
2022-08-20 22:21:09,029 INFO [train.py:927] (4/8) Epoch 2, batch 9950, giga_loss[loss=0.3096, simple_loss=0.3798, pruned_loss=0.1197, over 12450.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03465, over 98.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3338, pruned_loss=0.09099, over 2477364.14 frames. utt_duration=431.6 frames, utt_pad_proportion=0.05792, over 23023.75 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3574, pruned_loss=0.1028, over 2447770.86 frames. utt_duration=1281 frames, utt_pad_proportion=0.04809, over 7650.78 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3315, pruned_loss=0.08987, over 2478197.61 frames. utt_duration=412.2 frames, utt_pad_proportion=0.05887, over 24118.40 utterances.], batch size: 98, lr: 1.10e-03
2022-08-20 22:22:51,639 INFO [train.py:927] (4/8) Epoch 2, batch 10000, giga_loss[loss=0.2536, simple_loss=0.3177, pruned_loss=0.09479, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03144, over 97.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3387, pruned_loss=0.09479, over 2476415.63 frames. utt_duration=454.1 frames, utt_pad_proportion=0.05945, over 21873.15 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.357, pruned_loss=0.1026, over 2448120.42 frames. utt_duration=1284 frames, utt_pad_proportion=0.04718, over 7635.69 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3368, pruned_loss=0.0938, over 2477416.72 frames. utt_duration=430.5 frames, utt_pad_proportion=0.0605, over 23084.95 utterances.], batch size: 97, lr: 1.10e-03
2022-08-20 22:24:32,093 INFO [train.py:927] (4/8) Epoch 2, batch 10050, libri_loss[loss=0.224, simple_loss=0.2894, pruned_loss=0.07936, over 12186.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.00906, over 30.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3337, pruned_loss=0.09376, over 2475382.93 frames. utt_duration=460.9 frames, utt_pad_proportion=0.05921, over 21545.03 utterances.], libri_tot_loss[loss=0.2803, simple_loss=0.3562, pruned_loss=0.1022, over 2447948.68 frames. utt_duration=1287 frames, utt_pad_proportion=0.04669, over 7615.23 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3326, pruned_loss=0.09325, over 2476697.00 frames. utt_duration=437.5 frames, utt_pad_proportion=0.06026, over 22710.58 utterances.], batch size: 30, lr: 1.10e-03
2022-08-20 22:26:13,363 INFO [train.py:927] (4/8) Epoch 2, batch 10100, giga_loss[loss=0.2251, simple_loss=0.2849, pruned_loss=0.08262, over 12260.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02909, over 42.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3258, pruned_loss=0.0914, over 2475632.73 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06212, over 20913.84 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3562, pruned_loss=0.1024, over 2448293.32 frames. utt_duration=1288 frames, utt_pad_proportion=0.04617, over 7610.98 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3246, pruned_loss=0.09067, over 2476718.97 frames. utt_duration=451.3 frames, utt_pad_proportion=0.06306, over 22017.92 utterances.], batch size: 42, lr: 1.10e-03
2022-08-20 22:27:54,106 INFO [train.py:927] (4/8) Epoch 2, batch 10150, giga_loss[loss=0.2002, simple_loss=0.2706, pruned_loss=0.06483, over 12405.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02561, over 70.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.318, pruned_loss=0.08836, over 2475709.13 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06077, over 20298.81 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3556, pruned_loss=0.1023, over 2448731.84 frames. utt_duration=1291 frames, utt_pad_proportion=0.04536, over 7596.87 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3169, pruned_loss=0.08766, over 2476777.88 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06196, over 21468.76 utterances.], batch size: 70, lr: 1.10e-03
2022-08-20 22:29:37,006 INFO [train.py:927] (4/8) Epoch 2, batch 10200, giga_loss[loss=0.1978, simple_loss=0.2774, pruned_loss=0.05912, over 12376.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02798, over 70.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3125, pruned_loss=0.08566, over 2474891.16 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06375, over 20144.11 utterances.], libri_tot_loss[loss=0.2796, simple_loss=0.355, pruned_loss=0.1021, over 2449004.75 frames. utt_duration=1296 frames, utt_pad_proportion=0.04454, over 7570.22 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3113, pruned_loss=0.08499, over 2476083.37 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06487, over 21368.66 utterances.], batch size: 70, lr: 1.10e-03
2022-08-20 22:31:21,648 INFO [train.py:927] (4/8) Epoch 2, batch 10250, giga_loss[loss=0.2097, simple_loss=0.2816, pruned_loss=0.06888, over 12358.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03685, over 122.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3062, pruned_loss=0.08312, over 2474567.66 frames. utt_duration=492.1 frames, utt_pad_proportion=0.06826, over 20173.10 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3547, pruned_loss=0.102, over 2449319.51 frames. utt_duration=1285 frames, utt_pad_proportion=0.04886, over 7631.99 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3047, pruned_loss=0.08229, over 2475695.59 frames. utt_duration=466 frames, utt_pad_proportion=0.06763, over 21315.85 utterances.], batch size: 122, lr: 1.10e-03
2022-08-20 22:33:04,258 INFO [train.py:927] (4/8) Epoch 2, batch 10300, giga_loss[loss=0.192, simple_loss=0.2662, pruned_loss=0.05892, over 12346.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05196, over 34.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3011, pruned_loss=0.08102, over 2473768.09 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06893, over 20226.52 utterances.], libri_tot_loss[loss=0.2797, simple_loss=0.3549, pruned_loss=0.1023, over 2449365.91 frames. utt_duration=1281 frames, utt_pad_proportion=0.04951, over 7657.83 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.2995, pruned_loss=0.08005, over 2474716.39 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06825, over 21152.03 utterances.], batch size: 34, lr: 1.10e-03
2022-08-20 22:34:46,081 INFO [train.py:927] (4/8) Epoch 2, batch 10350, giga_loss[loss=0.2123, simple_loss=0.2778, pruned_loss=0.07337, over 12345.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.2963, pruned_loss=0.07811, over 2474216.07 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06684, over 19371.85 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3569, pruned_loss=0.1032, over 2449910.83 frames. utt_duration=1281 frames, utt_pad_proportion=0.04901, over 7656.03 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.2925, pruned_loss=0.07622, over 2474805.80 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06663, over 20264.69 utterances.], batch size: 97, lr: 1.10e-03
2022-08-20 22:36:27,922 INFO [train.py:927] (4/8) Epoch 2, batch 10400, giga_loss[loss=0.2713, simple_loss=0.3387, pruned_loss=0.1019, over 12434.00 frames. utt_duration=441.6 frames, utt_pad_proportion=0.03367, over 113.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.295, pruned_loss=0.07798, over 2474360.57 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07283, over 19920.05 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3559, pruned_loss=0.1027, over 2450441.23 frames. utt_duration=1289 frames, utt_pad_proportion=0.04803, over 7610.90 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.2912, pruned_loss=0.07622, over 2475008.38 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07301, over 21017.16 utterances.], batch size: 113, lr: 1.09e-03
2022-08-20 22:38:09,980 INFO [train.py:927] (4/8) Epoch 2, batch 10450, giga_loss[loss=0.3003, simple_loss=0.3571, pruned_loss=0.1217, over 12467.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04232, over 34.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3096, pruned_loss=0.08754, over 2474628.92 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07376, over 20305.49 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3558, pruned_loss=0.103, over 2450862.10 frames. utt_duration=1287 frames, utt_pad_proportion=0.0481, over 7626.76 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3054, pruned_loss=0.08538, over 2475294.56 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07402, over 21436.68 utterances.], batch size: 34, lr: 1.09e-03
2022-08-20 22:39:53,314 INFO [train.py:927] (4/8) Epoch 2, batch 10500, giga_loss[loss=0.2588, simple_loss=0.3274, pruned_loss=0.09512, over 12342.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 366.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3197, pruned_loss=0.09216, over 2474468.48 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07677, over 19847.41 utterances.], libri_tot_loss[loss=0.281, simple_loss=0.3556, pruned_loss=0.1032, over 2451740.92 frames. utt_duration=1271 frames, utt_pad_proportion=0.05225, over 7725.92 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3154, pruned_loss=0.08992, over 2474853.17 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07573, over 20996.31 utterances.], batch size: 366, lr: 1.09e-03
2022-08-20 22:41:35,440 INFO [train.py:927] (4/8) Epoch 2, batch 10550, giga_loss[loss=0.2754, simple_loss=0.3505, pruned_loss=0.1001, over 12454.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03751, over 123.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3242, pruned_loss=0.09316, over 2474191.51 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07425, over 19467.89 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.356, pruned_loss=0.1032, over 2452287.71 frames. utt_duration=1273 frames, utt_pad_proportion=0.05153, over 7716.50 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3198, pruned_loss=0.0912, over 2474407.08 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07392, over 20607.77 utterances.], batch size: 123, lr: 1.09e-03
2022-08-20 22:43:18,812 INFO [train.py:927] (4/8) Epoch 2, batch 10600, giga_loss[loss=0.3488, simple_loss=0.3935, pruned_loss=0.152, over 12364.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07135, over 211.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3281, pruned_loss=0.09561, over 2473252.35 frames. utt_duration=522.2 frames, utt_pad_proportion=0.07388, over 18998.03 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.356, pruned_loss=0.103, over 2452493.15 frames. utt_duration=1274 frames, utt_pad_proportion=0.05111, over 7709.35 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3243, pruned_loss=0.09408, over 2473435.21 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07383, over 19998.44 utterances.], batch size: 211, lr: 1.09e-03
2022-08-20 22:45:02,950 INFO [train.py:927] (4/8) Epoch 2, batch 10650, libri_loss[loss=0.3304, simple_loss=0.432, pruned_loss=0.1144, over 12237.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006004, over 34.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3353, pruned_loss=0.09877, over 2473470.13 frames. utt_duration=514.4 frames, utt_pad_proportion=0.07315, over 19290.62 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3571, pruned_loss=0.103, over 2453110.51 frames. utt_duration=1278 frames, utt_pad_proportion=0.04993, over 7689.36 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3307, pruned_loss=0.09745, over 2473629.03 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07375, over 20408.06 utterances.], batch size: 34, lr: 1.09e-03
2022-08-20 22:46:47,377 INFO [train.py:927] (4/8) Epoch 2, batch 10700, giga_loss[loss=0.3245, simple_loss=0.3856, pruned_loss=0.1317, over 12389.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02532, over 66.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3398, pruned_loss=0.1012, over 2473319.96 frames. utt_duration=527.6 frames, utt_pad_proportion=0.07304, over 18803.93 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3569, pruned_loss=0.1029, over 2453165.34 frames. utt_duration=1264 frames, utt_pad_proportion=0.05367, over 7773.14 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3358, pruned_loss=0.1001, over 2474084.50 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07259, over 19998.91 utterances.], batch size: 66, lr: 1.09e-03
2022-08-20 22:48:29,666 INFO [train.py:927] (4/8) Epoch 2, batch 10750, giga_loss[loss=0.2598, simple_loss=0.3412, pruned_loss=0.08926, over 12345.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04733, over 26.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3421, pruned_loss=0.1015, over 2472959.82 frames. utt_duration=521.3 frames, utt_pad_proportion=0.07575, over 19030.37 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3568, pruned_loss=0.1029, over 2453249.51 frames. utt_duration=1265 frames, utt_pad_proportion=0.05346, over 7767.27 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.339, pruned_loss=0.1006, over 2473572.72 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07539, over 20027.08 utterances.], batch size: 26, lr: 1.09e-03
2022-08-20 22:50:13,676 INFO [train.py:927] (4/8) Epoch 2, batch 10800, giga_loss[loss=0.2702, simple_loss=0.3396, pruned_loss=0.1005, over 12424.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03346, over 80.00 utterances.], tot_loss[loss=0.2688, simple_loss=0.3401, pruned_loss=0.09873, over 2471928.99 frames. utt_duration=564.2 frames, utt_pad_proportion=0.07078, over 17569.90 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3555, pruned_loss=0.1022, over 2453451.80 frames. utt_duration=1270 frames, utt_pad_proportion=0.05247, over 7737.34 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3384, pruned_loss=0.09866, over 2472672.87 frames. utt_duration=532.4 frames, utt_pad_proportion=0.07126, over 18629.47 utterances.], batch size: 80, lr: 1.09e-03
2022-08-20 22:51:57,789 INFO [train.py:927] (4/8) Epoch 2, batch 10850, giga_loss[loss=0.264, simple_loss=0.3414, pruned_loss=0.09332, over 12393.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02648, over 66.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3405, pruned_loss=0.09941, over 2471809.57 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06798, over 16987.56 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3548, pruned_loss=0.102, over 2453478.47 frames. utt_duration=1270 frames, utt_pad_proportion=0.05234, over 7736.83 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3394, pruned_loss=0.09941, over 2472869.07 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06883, over 18101.52 utterances.], batch size: 66, lr: 1.09e-03
2022-08-20 22:53:39,149 INFO [train.py:927] (4/8) Epoch 2, batch 10900, giga_loss[loss=0.2732, simple_loss=0.3422, pruned_loss=0.1021, over 12371.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03998, over 113.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3434, pruned_loss=0.1026, over 2471760.65 frames. utt_duration=605.2 frames, utt_pad_proportion=0.06352, over 16376.62 utterances.], libri_tot_loss[loss=0.2796, simple_loss=0.3552, pruned_loss=0.102, over 2454361.96 frames. utt_duration=1275 frames, utt_pad_proportion=0.05076, over 7707.01 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3417, pruned_loss=0.1026, over 2472452.37 frames. utt_duration=562.1 frames, utt_pad_proportion=0.06533, over 17642.13 utterances.], batch size: 113, lr: 1.09e-03
2022-08-20 22:55:24,504 INFO [train.py:927] (4/8) Epoch 2, batch 10950, giga_loss[loss=0.3228, simple_loss=0.3678, pruned_loss=0.139, over 12381.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05897, over 182.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.3418, pruned_loss=0.1032, over 2472138.49 frames. utt_duration=600 frames, utt_pad_proportion=0.06389, over 16522.23 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.3551, pruned_loss=0.1023, over 2454553.14 frames. utt_duration=1270 frames, utt_pad_proportion=0.05116, over 7738.81 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3405, pruned_loss=0.103, over 2472661.70 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06524, over 17566.51 utterances.], batch size: 182, lr: 1.09e-03
2022-08-20 22:57:09,311 INFO [train.py:927] (4/8) Epoch 2, batch 11000, libri_loss[loss=0.3494, simple_loss=0.4232, pruned_loss=0.1378, over 12301.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007493, over 36.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3409, pruned_loss=0.1022, over 2472619.92 frames. utt_duration=584.6 frames, utt_pad_proportion=0.06477, over 16962.24 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.3549, pruned_loss=0.1023, over 2454764.90 frames. utt_duration=1275 frames, utt_pad_proportion=0.05002, over 7709.03 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3396, pruned_loss=0.102, over 2473315.84 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06629, over 18062.45 utterances.], batch size: 36, lr: 1.09e-03
2022-08-20 22:58:55,041 INFO [train.py:927] (4/8) Epoch 2, batch 11050, giga_loss[loss=0.2437, simple_loss=0.3139, pruned_loss=0.08677, over 12358.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.0348, over 104.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3373, pruned_loss=0.1004, over 2472944.14 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06759, over 17729.49 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3554, pruned_loss=0.1032, over 2455449.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.05357, over 7757.51 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3353, pruned_loss=0.09946, over 2473424.36 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06758, over 18854.65 utterances.], batch size: 104, lr: 1.09e-03
2022-08-20 23:00:40,116 INFO [train.py:927] (4/8) Epoch 2, batch 11100, giga_loss[loss=0.2022, simple_loss=0.2828, pruned_loss=0.0608, over 12397.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04054, over 133.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3312, pruned_loss=0.09688, over 2473477.94 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06253, over 17678.26 utterances.], libri_tot_loss[loss=0.281, simple_loss=0.3556, pruned_loss=0.1032, over 2455906.15 frames. utt_duration=1269 frames, utt_pad_proportion=0.05274, over 7747.41 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3291, pruned_loss=0.09607, over 2473776.26 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06317, over 18751.99 utterances.], batch size: 133, lr: 1.08e-03
2022-08-20 23:02:24,873 INFO [train.py:927] (4/8) Epoch 2, batch 11150, giga_loss[loss=0.2768, simple_loss=0.3314, pruned_loss=0.1111, over 12361.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1991, over 367.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3321, pruned_loss=0.09755, over 2474327.60 frames. utt_duration=524.8 frames, utt_pad_proportion=0.07177, over 18913.46 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3563, pruned_loss=0.1031, over 2456762.65 frames. utt_duration=1270 frames, utt_pad_proportion=0.05198, over 7747.14 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3287, pruned_loss=0.09663, over 2474585.83 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07222, over 20248.44 utterances.], batch size: 367, lr: 1.08e-03
2022-08-20 23:04:06,545 INFO [train.py:927] (4/8) Epoch 2, batch 11200, giga_loss[loss=0.2408, simple_loss=0.3059, pruned_loss=0.08781, over 12169.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03181, over 36.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.328, pruned_loss=0.09477, over 2472842.11 frames. utt_duration=572.3 frames, utt_pad_proportion=0.066, over 17329.16 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3558, pruned_loss=0.1029, over 2457155.63 frames. utt_duration=1271 frames, utt_pad_proportion=0.05165, over 7739.26 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3253, pruned_loss=0.09417, over 2472981.40 frames. utt_duration=533.9 frames, utt_pad_proportion=0.067, over 18579.79 utterances.], batch size: 36, lr: 1.08e-03
2022-08-20 23:05:48,835 INFO [train.py:927] (4/8) Epoch 2, batch 11250, giga_loss[loss=0.2144, simple_loss=0.2918, pruned_loss=0.06851, over 12402.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02546, over 48.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3251, pruned_loss=0.09277, over 2472948.59 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06015, over 16564.12 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3567, pruned_loss=0.1031, over 2457599.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05067, over 7727.03 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3215, pruned_loss=0.09186, over 2472999.74 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06184, over 17777.94 utterances.], batch size: 48, lr: 1.08e-03
2022-08-20 23:07:32,727 INFO [train.py:927] (4/8) Epoch 2, batch 11300, giga_loss[loss=0.2384, simple_loss=0.3018, pruned_loss=0.08746, over 12420.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03838, over 37.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3198, pruned_loss=0.09003, over 2472552.65 frames. utt_duration=614.6 frames, utt_pad_proportion=0.05605, over 16130.33 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.3562, pruned_loss=0.1031, over 2457650.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.04982, over 7699.03 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3165, pruned_loss=0.08907, over 2472901.15 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05808, over 17315.01 utterances.], batch size: 37, lr: 1.08e-03
2022-08-20 23:09:15,073 INFO [train.py:927] (4/8) Epoch 2, batch 11350, giga_loss[loss=0.2311, simple_loss=0.3006, pruned_loss=0.08081, over 12432.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03656, over 113.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3161, pruned_loss=0.08793, over 2473552.86 frames. utt_duration=635 frames, utt_pad_proportion=0.05251, over 15617.13 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.3563, pruned_loss=0.103, over 2458278.80 frames. utt_duration=1272 frames, utt_pad_proportion=0.05019, over 7738.67 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3129, pruned_loss=0.08697, over 2473548.00 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05429, over 16666.50 utterances.], batch size: 113, lr: 1.08e-03
2022-08-20 23:11:06,263 INFO [train.py:927] (4/8) Epoch 2, batch 11400, giga_loss[loss=0.2171, simple_loss=0.2914, pruned_loss=0.0714, over 12289.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02602, over 54.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3126, pruned_loss=0.08636, over 2471834.96 frames. utt_duration=662.3 frames, utt_pad_proportion=0.05192, over 14963.17 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.357, pruned_loss=0.1032, over 2458152.53 frames. utt_duration=1261 frames, utt_pad_proportion=0.05442, over 7808.80 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3089, pruned_loss=0.0853, over 2472129.01 frames. utt_duration=626.1 frames, utt_pad_proportion=0.05171, over 15831.50 utterances.], batch size: 54, lr: 1.08e-03
2022-08-20 23:12:46,582 INFO [train.py:927] (4/8) Epoch 2, batch 11450, giga_loss[loss=0.2154, simple_loss=0.2859, pruned_loss=0.07242, over 12267.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02754, over 54.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3117, pruned_loss=0.08687, over 2471367.75 frames. utt_duration=655.4 frames, utt_pad_proportion=0.05245, over 15117.08 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.3569, pruned_loss=0.1037, over 2458544.75 frames. utt_duration=1261 frames, utt_pad_proportion=0.05348, over 7805.62 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3074, pruned_loss=0.08499, over 2471719.81 frames. utt_duration=617 frames, utt_pad_proportion=0.05259, over 16062.75 utterances.], batch size: 54, lr: 1.08e-03
2022-08-20 23:14:31,439 INFO [train.py:927] (4/8) Epoch 2, batch 11500, giga_loss[loss=0.2795, simple_loss=0.3407, pruned_loss=0.1092, over 12481.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.0411, over 31.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3165, pruned_loss=0.09051, over 2471960.97 frames. utt_duration=629 frames, utt_pad_proportion=0.05925, over 15758.47 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3568, pruned_loss=0.1037, over 2458709.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0576, over 7887.71 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3123, pruned_loss=0.08876, over 2472328.80 frames. utt_duration=598 frames, utt_pad_proportion=0.05725, over 16579.30 utterances.], batch size: 31, lr: 1.08e-03
2022-08-20 23:16:14,824 INFO [train.py:927] (4/8) Epoch 2, batch 11550, giga_loss[loss=0.2706, simple_loss=0.3317, pruned_loss=0.1047, over 12415.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03209, over 37.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3233, pruned_loss=0.09505, over 2472318.87 frames. utt_duration=614.4 frames, utt_pad_proportion=0.06469, over 16134.12 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3564, pruned_loss=0.1035, over 2459200.39 frames. utt_duration=1240 frames, utt_pad_proportion=0.06111, over 7945.01 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3196, pruned_loss=0.0936, over 2472472.04 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06165, over 16928.39 utterances.], batch size: 37, lr: 1.08e-03
2022-08-20 23:17:58,654 INFO [train.py:927] (4/8) Epoch 2, batch 11600, giga_loss[loss=0.2769, simple_loss=0.3562, pruned_loss=0.09877, over 12400.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03871, over 105.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3309, pruned_loss=0.09956, over 2473023.21 frames. utt_duration=545.7 frames, utt_pad_proportion=0.07608, over 18176.36 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.3565, pruned_loss=0.1039, over 2459427.95 frames. utt_duration=1227 frames, utt_pad_proportion=0.06474, over 8028.30 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3273, pruned_loss=0.09796, over 2473174.23 frames. utt_duration=525.4 frames, utt_pad_proportion=0.07227, over 18884.03 utterances.], batch size: 105, lr: 1.08e-03
2022-08-20 23:19:41,390 INFO [train.py:927] (4/8) Epoch 2, batch 11650, giga_loss[loss=0.2513, simple_loss=0.327, pruned_loss=0.08776, over 12333.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03377, over 85.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3381, pruned_loss=0.1039, over 2473363.73 frames. utt_duration=516.9 frames, utt_pad_proportion=0.08152, over 19194.02 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.3565, pruned_loss=0.1039, over 2459443.81 frames. utt_duration=1228 frames, utt_pad_proportion=0.06448, over 8024.16 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3352, pruned_loss=0.1026, over 2473522.50 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07861, over 19790.58 utterances.], batch size: 85, lr: 1.08e-03
2022-08-20 23:21:22,628 INFO [train.py:927] (4/8) Epoch 2, batch 11700, libri_loss[loss=0.2352, simple_loss=0.3205, pruned_loss=0.07492, over 12462.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005521, over 32.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3368, pruned_loss=0.1003, over 2473393.82 frames. utt_duration=540.2 frames, utt_pad_proportion=0.0736, over 18364.43 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3563, pruned_loss=0.1033, over 2460062.02 frames. utt_duration=1239 frames, utt_pad_proportion=0.06166, over 7949.05 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3335, pruned_loss=0.09976, over 2473745.32 frames. utt_duration=507.2 frames, utt_pad_proportion=0.07284, over 19567.34 utterances.], batch size: 32, lr: 1.08e-03
2022-08-20 23:23:04,243 INFO [train.py:927] (4/8) Epoch 2, batch 11750, giga_loss[loss=0.2727, simple_loss=0.3409, pruned_loss=0.1022, over 12238.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03887, over 28.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3352, pruned_loss=0.09849, over 2472458.83 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06899, over 17668.79 utterances.], libri_tot_loss[loss=0.2804, simple_loss=0.3552, pruned_loss=0.1028, over 2459861.83 frames. utt_duration=1242 frames, utt_pad_proportion=0.06078, over 7931.27 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3328, pruned_loss=0.09839, over 2473313.04 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06908, over 18961.12 utterances.], batch size: 28, lr: 1.08e-03
2022-08-20 23:24:48,639 INFO [train.py:927] (4/8) Epoch 2, batch 11800, giga_loss[loss=0.3091, simple_loss=0.3713, pruned_loss=0.1235, over 12377.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03051, over 58.00 utterances.], tot_loss[loss=0.2688, simple_loss=0.3371, pruned_loss=0.1002, over 2473412.32 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06639, over 17353.18 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3548, pruned_loss=0.1037, over 2460224.11 frames. utt_duration=1244 frames, utt_pad_proportion=0.06015, over 7918.41 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3354, pruned_loss=0.0992, over 2473941.35 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06688, over 18510.35 utterances.], batch size: 58, lr: 1.08e-03
2022-08-20 23:26:33,425 INFO [train.py:927] (4/8) Epoch 2, batch 11850, giga_loss[loss=0.3036, simple_loss=0.3566, pruned_loss=0.1254, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03588, over 37.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3404, pruned_loss=0.1032, over 2472513.07 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06566, over 17871.21 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3547, pruned_loss=0.1037, over 2460277.28 frames. utt_duration=1247 frames, utt_pad_proportion=0.05954, over 7899.78 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3389, pruned_loss=0.1023, over 2473051.44 frames. utt_duration=524 frames, utt_pad_proportion=0.06634, over 18931.57 utterances.], batch size: 37, lr: 1.07e-03
2022-08-20 23:28:17,695 INFO [train.py:927] (4/8) Epoch 2, batch 11900, libri_loss[loss=0.235, simple_loss=0.3173, pruned_loss=0.07639, over 12348.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005892, over 33.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3401, pruned_loss=0.1026, over 2472804.84 frames. utt_duration=572 frames, utt_pad_proportion=0.06558, over 17336.60 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3546, pruned_loss=0.1036, over 2460584.24 frames. utt_duration=1248 frames, utt_pad_proportion=0.05888, over 7896.25 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3388, pruned_loss=0.102, over 2473129.02 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06644, over 18309.05 utterances.], batch size: 33, lr: 1.07e-03
2022-08-20 23:30:01,204 INFO [train.py:927] (4/8) Epoch 2, batch 11950, giga_loss[loss=0.2492, simple_loss=0.3224, pruned_loss=0.08805, over 12455.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03653, over 37.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3399, pruned_loss=0.1011, over 2473843.25 frames. utt_duration=587.8 frames, utt_pad_proportion=0.06479, over 16878.12 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3549, pruned_loss=0.1036, over 2460687.32 frames. utt_duration=1250 frames, utt_pad_proportion=0.05868, over 7886.77 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3385, pruned_loss=0.1006, over 2474059.80 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06561, over 17691.67 utterances.], batch size: 37, lr: 1.07e-03
2022-08-20 23:31:43,589 INFO [train.py:927] (4/8) Epoch 2, batch 12000, giga_loss[loss=0.2302, simple_loss=0.309, pruned_loss=0.07566, over 12413.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.05017, over 34.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3417, pruned_loss=0.1003, over 2473986.08 frames. utt_duration=605.1 frames, utt_pad_proportion=0.06077, over 16394.19 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3564, pruned_loss=0.1036, over 2460999.49 frames. utt_duration=1253 frames, utt_pad_proportion=0.05786, over 7865.06 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3387, pruned_loss=0.09984, over 2474343.92 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06205, over 17391.16 utterances.], batch size: 34, lr: 1.07e-03
2022-08-20 23:31:43,590 INFO [train.py:958] (4/8) Computing validation loss
2022-08-20 23:31:57,443 INFO [train.py:967] (4/8) Epoch 2, validation: loss=0.2301, simple_loss=0.3386, pruned_loss=0.06083, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 23:33:39,113 INFO [train.py:927] (4/8) Epoch 2, batch 12050, libri_loss[loss=0.2804, simple_loss=0.3482, pruned_loss=0.1064, over 12295.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006217, over 37.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3404, pruned_loss=0.1004, over 2473117.87 frames. utt_duration=613.1 frames, utt_pad_proportion=0.05796, over 16173.59 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.356, pruned_loss=0.1034, over 2460960.05 frames. utt_duration=1256 frames, utt_pad_proportion=0.0572, over 7848.20 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3381, pruned_loss=0.1001, over 2473607.12 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05942, over 17090.99 utterances.], batch size: 37, lr: 1.07e-03
2022-08-20 23:35:20,516 INFO [train.py:927] (4/8) Epoch 2, batch 12100, giga_loss[loss=0.2652, simple_loss=0.3364, pruned_loss=0.09701, over 12182.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04098, over 28.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.339, pruned_loss=0.09983, over 2472292.67 frames. utt_duration=626.1 frames, utt_pad_proportion=0.05833, over 15833.29 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.356, pruned_loss=0.1035, over 2461211.40 frames. utt_duration=1255 frames, utt_pad_proportion=0.05682, over 7852.55 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.337, pruned_loss=0.0995, over 2472605.38 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05968, over 16673.69 utterances.], batch size: 28, lr: 1.07e-03
2022-08-20 23:37:01,618 INFO [train.py:927] (4/8) Epoch 2, batch 12150, giga_loss[loss=0.232, simple_loss=0.3095, pruned_loss=0.07727, over 12342.00 frames. utt_duration=1764 frames, utt_pad_proportion=0.02836, over 28.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3423, pruned_loss=0.1013, over 2472827.98 frames. utt_duration=638 frames, utt_pad_proportion=0.05589, over 15539.97 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3567, pruned_loss=0.1035, over 2461566.75 frames. utt_duration=1264 frames, utt_pad_proportion=0.05489, over 7797.00 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3392, pruned_loss=0.1009, over 2473410.95 frames. utt_duration=592.9 frames, utt_pad_proportion=0.05799, over 16729.96 utterances.], batch size: 28, lr: 1.07e-03
2022-08-20 23:38:45,900 INFO [train.py:927] (4/8) Epoch 2, batch 12200, giga_loss[loss=0.2958, simple_loss=0.3614, pruned_loss=0.1151, over 12437.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03605, over 105.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.341, pruned_loss=0.1001, over 2472501.09 frames. utt_duration=646 frames, utt_pad_proportion=0.05593, over 15344.20 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3561, pruned_loss=0.1031, over 2461677.04 frames. utt_duration=1267 frames, utt_pad_proportion=0.05403, over 7779.22 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3389, pruned_loss=0.1001, over 2473049.61 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05796, over 16431.65 utterances.], batch size: 105, lr: 1.07e-03
2022-08-20 23:40:27,737 INFO [train.py:927] (4/8) Epoch 2, batch 12250, giga_loss[loss=0.2451, simple_loss=0.3117, pruned_loss=0.08924, over 12302.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.03143, over 28.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3401, pruned_loss=0.1004, over 2472935.99 frames. utt_duration=610.1 frames, utt_pad_proportion=0.06181, over 16252.12 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.356, pruned_loss=0.1032, over 2461798.02 frames. utt_duration=1253 frames, utt_pad_proportion=0.05836, over 7866.90 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3382, pruned_loss=0.1002, over 2473452.41 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06143, over 17167.44 utterances.], batch size: 28, lr: 1.07e-03
2022-08-20 23:42:09,948 INFO [train.py:927] (4/8) Epoch 2, batch 12300, giga_loss[loss=0.2676, simple_loss=0.3408, pruned_loss=0.09723, over 12409.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.04044, over 123.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3366, pruned_loss=0.09882, over 2472213.99 frames. utt_duration=636.3 frames, utt_pad_proportion=0.05745, over 15578.96 utterances.], libri_tot_loss[loss=0.2803, simple_loss=0.3548, pruned_loss=0.1029, over 2461597.85 frames. utt_duration=1260 frames, utt_pad_proportion=0.05699, over 7826.94 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3355, pruned_loss=0.09883, over 2473183.75 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05798, over 16647.75 utterances.], batch size: 123, lr: 1.07e-03
2022-08-20 23:43:50,620 INFO [train.py:927] (4/8) Epoch 2, batch 12350, giga_loss[loss=0.2319, simple_loss=0.3092, pruned_loss=0.07733, over 12086.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04002, over 30.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3335, pruned_loss=0.09699, over 2471075.83 frames. utt_duration=643.2 frames, utt_pad_proportion=0.06212, over 15404.36 utterances.], libri_tot_loss[loss=0.2791, simple_loss=0.3536, pruned_loss=0.1023, over 2462030.87 frames. utt_duration=1263 frames, utt_pad_proportion=0.05596, over 7805.56 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3329, pruned_loss=0.09733, over 2471876.92 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06269, over 16599.02 utterances.], batch size: 30, lr: 1.07e-03
2022-08-20 23:45:31,189 INFO [train.py:927] (4/8) Epoch 2, batch 12400, giga_loss[loss=0.2527, simple_loss=0.3254, pruned_loss=0.08996, over 12387.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04516, over 146.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.33, pruned_loss=0.09616, over 2471179.96 frames. utt_duration=635.2 frames, utt_pad_proportion=0.05883, over 15598.38 utterances.], libri_tot_loss[loss=0.2789, simple_loss=0.3533, pruned_loss=0.1023, over 2461992.94 frames. utt_duration=1264 frames, utt_pad_proportion=0.05558, over 7797.55 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3296, pruned_loss=0.0964, over 2471929.64 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05965, over 16617.79 utterances.], batch size: 146, lr: 1.07e-03
2022-08-20 23:47:13,475 INFO [train.py:927] (4/8) Epoch 2, batch 12450, giga_loss[loss=0.2113, simple_loss=0.2799, pruned_loss=0.07138, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02676, over 45.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3274, pruned_loss=0.09523, over 2471729.51 frames. utt_duration=604.5 frames, utt_pad_proportion=0.06278, over 16395.25 utterances.], libri_tot_loss[loss=0.2791, simple_loss=0.3532, pruned_loss=0.1025, over 2462225.59 frames. utt_duration=1267 frames, utt_pad_proportion=0.05433, over 7780.65 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3265, pruned_loss=0.09506, over 2472399.85 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06371, over 17455.47 utterances.], batch size: 45, lr: 1.07e-03
2022-08-20 23:48:55,404 INFO [train.py:927] (4/8) Epoch 2, batch 12500, giga_loss[loss=0.2623, simple_loss=0.3372, pruned_loss=0.09376, over 12411.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03385, over 80.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3276, pruned_loss=0.09563, over 2471787.35 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06605, over 16598.73 utterances.], libri_tot_loss[loss=0.2792, simple_loss=0.3534, pruned_loss=0.1025, over 2462389.26 frames. utt_duration=1271 frames, utt_pad_proportion=0.05331, over 7758.46 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3261, pruned_loss=0.09537, over 2472380.62 frames. utt_duration=562 frames, utt_pad_proportion=0.06702, over 17644.14 utterances.], batch size: 80, lr: 1.07e-03
2022-08-20 23:50:36,492 INFO [train.py:927] (4/8) Epoch 2, batch 12550, giga_loss[loss=0.2623, simple_loss=0.3342, pruned_loss=0.09521, over 12403.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03629, over 113.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3298, pruned_loss=0.09658, over 2471840.87 frames. utt_duration=588.3 frames, utt_pad_proportion=0.06468, over 16850.70 utterances.], libri_tot_loss[loss=0.2792, simple_loss=0.3531, pruned_loss=0.1026, over 2462629.84 frames. utt_duration=1276 frames, utt_pad_proportion=0.05229, over 7730.21 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3282, pruned_loss=0.09606, over 2472374.25 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06605, over 17992.13 utterances.], batch size: 113, lr: 1.06e-03
2022-08-20 23:52:18,817 INFO [train.py:927] (4/8) Epoch 2, batch 12600, libri_loss[loss=0.3609, simple_loss=0.4187, pruned_loss=0.1515, over 12319.00 frames. utt_duration=415.8 frames, utt_pad_proportion=0.3493, over 119.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3304, pruned_loss=0.09578, over 2472797.52 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06685, over 17723.12 utterances.], libri_tot_loss[loss=0.2788, simple_loss=0.3525, pruned_loss=0.1025, over 2462416.64 frames. utt_duration=1269 frames, utt_pad_proportion=0.05573, over 7773.31 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3288, pruned_loss=0.09519, over 2473715.04 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06644, over 18881.24 utterances.], batch size: 119, lr: 1.06e-03
2022-08-20 23:54:00,149 INFO [train.py:927] (4/8) Epoch 2, batch 12650, giga_loss[loss=0.229, simple_loss=0.2951, pruned_loss=0.08147, over 12072.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03807, over 30.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3299, pruned_loss=0.09534, over 2473275.60 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06164, over 17528.79 utterances.], libri_tot_loss[loss=0.2788, simple_loss=0.3524, pruned_loss=0.1026, over 2462583.00 frames. utt_duration=1272 frames, utt_pad_proportion=0.05468, over 7755.24 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3283, pruned_loss=0.09467, over 2474064.35 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06206, over 18677.91 utterances.], batch size: 30, lr: 1.06e-03
2022-08-20 23:55:43,292 INFO [train.py:927] (4/8) Epoch 2, batch 12700, giga_loss[loss=0.2937, simple_loss=0.3572, pruned_loss=0.1151, over 12416.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07192, over 212.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.333, pruned_loss=0.09719, over 2472793.05 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06851, over 18441.79 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3532, pruned_loss=0.1028, over 2462414.67 frames. utt_duration=1280 frames, utt_pad_proportion=0.0536, over 7705.18 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3304, pruned_loss=0.09627, over 2473847.21 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06892, over 19676.61 utterances.], batch size: 212, lr: 1.06e-03
2022-08-20 23:57:24,100 INFO [train.py:927] (4/8) Epoch 2, batch 12750, giga_loss[loss=0.389, simple_loss=0.4144, pruned_loss=0.1818, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03757, over 105.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3392, pruned_loss=0.1033, over 2473378.36 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06708, over 17982.93 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.3541, pruned_loss=0.1041, over 2463005.46 frames. utt_duration=1266 frames, utt_pad_proportion=0.0578, over 7788.22 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3355, pruned_loss=0.1011, over 2474019.76 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06605, over 19228.19 utterances.], batch size: 105, lr: 1.06e-03
2022-08-20 23:59:06,150 INFO [train.py:927] (4/8) Epoch 2, batch 12800, giga_loss[loss=0.3298, simple_loss=0.3637, pruned_loss=0.148, over 12313.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.05174, over 26.00 utterances.], tot_loss[loss=0.3117, simple_loss=0.361, pruned_loss=0.1312, over 2473769.76 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06384, over 17434.51 utterances.], libri_tot_loss[loss=0.2901, simple_loss=0.3582, pruned_loss=0.111, over 2463692.06 frames. utt_duration=1259 frames, utt_pad_proportion=0.06037, over 7839.10 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.3541, pruned_loss=0.1236, over 2474034.52 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06232, over 18742.06 utterances.], batch size: 26, lr: 1.06e-03
2022-08-21 00:00:48,475 INFO [train.py:927] (4/8) Epoch 2, batch 12850, giga_loss[loss=0.3288, simple_loss=0.372, pruned_loss=0.1428, over 12378.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.0274, over 66.00 utterances.], tot_loss[loss=0.3282, simple_loss=0.3708, pruned_loss=0.1428, over 2472848.64 frames. utt_duration=576 frames, utt_pad_proportion=0.0601, over 17218.68 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3587, pruned_loss=0.1125, over 2463773.33 frames. utt_duration=1263 frames, utt_pad_proportion=0.05976, over 7813.64 utterances.], giga_tot_loss[loss=0.3183, simple_loss=0.3651, pruned_loss=0.1357, over 2473126.65 frames. utt_duration=539 frames, utt_pad_proportion=0.05934, over 18405.29 utterances.], batch size: 66, lr: 1.06e-03
2022-08-21 00:02:29,973 INFO [train.py:927] (4/8) Epoch 2, batch 12900, giga_loss[loss=0.4582, simple_loss=0.4529, pruned_loss=0.2318, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06326, over 183.00 utterances.], tot_loss[loss=0.3346, simple_loss=0.3742, pruned_loss=0.1475, over 2472897.48 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06201, over 17677.66 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3596, pruned_loss=0.1145, over 2463799.78 frames. utt_duration=1264 frames, utt_pad_proportion=0.05929, over 7804.51 utterances.], giga_tot_loss[loss=0.3251, simple_loss=0.369, pruned_loss=0.1406, over 2473175.13 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06152, over 18703.97 utterances.], batch size: 183, lr: 1.06e-03
2022-08-21 00:04:10,979 INFO [train.py:927] (4/8) Epoch 2, batch 12950, giga_loss[loss=0.3474, simple_loss=0.3735, pruned_loss=0.1606, over 12452.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.0338, over 86.00 utterances.], tot_loss[loss=0.3364, simple_loss=0.3736, pruned_loss=0.1496, over 2473385.36 frames. utt_duration=565.4 frames, utt_pad_proportion=0.0607, over 17545.28 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3618, pruned_loss=0.1194, over 2464211.34 frames. utt_duration=1268 frames, utt_pad_proportion=0.05788, over 7784.70 utterances.], giga_tot_loss[loss=0.3245, simple_loss=0.3678, pruned_loss=0.1406, over 2473484.23 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06095, over 18641.77 utterances.], batch size: 86, lr: 1.06e-03
2022-08-21 00:05:50,475 INFO [train.py:927] (4/8) Epoch 2, batch 13000, libri_loss[loss=0.3823, simple_loss=0.4433, pruned_loss=0.1607, over 12311.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006929, over 36.00 utterances.], tot_loss[loss=0.3349, simple_loss=0.3751, pruned_loss=0.1474, over 2473761.55 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06036, over 18119.16 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3628, pruned_loss=0.1202, over 2463874.72 frames. utt_duration=1271 frames, utt_pad_proportion=0.05701, over 7763.17 utterances.], giga_tot_loss[loss=0.325, simple_loss=0.3699, pruned_loss=0.1401, over 2474311.36 frames. utt_duration=517.1 frames, utt_pad_proportion=0.0609, over 19194.35 utterances.], batch size: 36, lr: 1.06e-03
2022-08-21 00:07:29,897 INFO [train.py:927] (4/8) Epoch 2, batch 13050, giga_loss[loss=0.3908, simple_loss=0.402, pruned_loss=0.1898, over 12335.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.03128, over 66.00 utterances.], tot_loss[loss=0.3354, simple_loss=0.3755, pruned_loss=0.1476, over 2473615.54 frames. utt_duration=550.9 frames, utt_pad_proportion=0.05855, over 18009.08 utterances.], libri_tot_loss[loss=0.3037, simple_loss=0.3638, pruned_loss=0.1218, over 2464090.66 frames. utt_duration=1274 frames, utt_pad_proportion=0.05614, over 7744.04 utterances.], giga_tot_loss[loss=0.3262, simple_loss=0.3706, pruned_loss=0.1409, over 2474023.36 frames. utt_duration=520.9 frames, utt_pad_proportion=0.05938, over 19054.47 utterances.], batch size: 66, lr: 1.06e-03
2022-08-21 00:09:13,402 INFO [train.py:927] (4/8) Epoch 2, batch 13100, giga_loss[loss=0.5063, simple_loss=0.4663, pruned_loss=0.2731, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03067, over 85.00 utterances.], tot_loss[loss=0.3337, simple_loss=0.3734, pruned_loss=0.147, over 2474068.78 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05625, over 18134.32 utterances.], libri_tot_loss[loss=0.3045, simple_loss=0.3642, pruned_loss=0.1224, over 2464205.39 frames. utt_duration=1277 frames, utt_pad_proportion=0.0555, over 7727.94 utterances.], giga_tot_loss[loss=0.3261, simple_loss=0.3693, pruned_loss=0.1414, over 2474419.50 frames. utt_duration=519.2 frames, utt_pad_proportion=0.05726, over 19117.19 utterances.], batch size: 85, lr: 1.06e-03
2022-08-21 00:10:54,027 INFO [train.py:927] (4/8) Epoch 2, batch 13150, giga_loss[loss=0.2914, simple_loss=0.354, pruned_loss=0.1144, over 12385.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03774, over 113.00 utterances.], tot_loss[loss=0.3341, simple_loss=0.3738, pruned_loss=0.1472, over 2474142.01 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05861, over 18559.63 utterances.], libri_tot_loss[loss=0.3082, simple_loss=0.3672, pruned_loss=0.1246, over 2463915.46 frames. utt_duration=1283 frames, utt_pad_proportion=0.05408, over 7693.09 utterances.], giga_tot_loss[loss=0.3254, simple_loss=0.368, pruned_loss=0.1414, over 2474989.60 frames. utt_duration=503.3 frames, utt_pad_proportion=0.05982, over 19730.80 utterances.], batch size: 113, lr: 1.06e-03
2022-08-21 00:12:34,214 INFO [train.py:927] (4/8) Epoch 2, batch 13200, giga_loss[loss=0.2997, simple_loss=0.3497, pruned_loss=0.1248, over 12419.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04236, over 146.00 utterances.], tot_loss[loss=0.3259, simple_loss=0.3675, pruned_loss=0.1422, over 2474386.15 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05898, over 18806.20 utterances.], libri_tot_loss[loss=0.3089, simple_loss=0.3675, pruned_loss=0.1251, over 2463841.47 frames. utt_duration=1285 frames, utt_pad_proportion=0.05344, over 7679.78 utterances.], giga_tot_loss[loss=0.3189, simple_loss=0.3628, pruned_loss=0.1375, over 2475245.39 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06011, over 19872.51 utterances.], batch size: 146, lr: 1.06e-03
2022-08-21 00:14:13,778 INFO [train.py:927] (4/8) Epoch 2, batch 13250, giga_loss[loss=0.272, simple_loss=0.3241, pruned_loss=0.11, over 12388.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02968, over 97.00 utterances.], tot_loss[loss=0.3176, simple_loss=0.3609, pruned_loss=0.1371, over 2474770.47 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05798, over 18377.78 utterances.], libri_tot_loss[loss=0.3111, simple_loss=0.3685, pruned_loss=0.1269, over 2463715.21 frames. utt_duration=1286 frames, utt_pad_proportion=0.05263, over 7669.30 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3561, pruned_loss=0.132, over 2475775.51 frames. utt_duration=511.1 frames, utt_pad_proportion=0.05928, over 19433.99 utterances.], batch size: 97, lr: 1.06e-03
2022-08-21 00:15:56,054 INFO [train.py:927] (4/8) Epoch 2, batch 13300, giga_loss[loss=0.3318, simple_loss=0.3795, pruned_loss=0.142, over 12412.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05011, over 161.00 utterances.], tot_loss[loss=0.315, simple_loss=0.3596, pruned_loss=0.1352, over 2474065.94 frames. utt_duration=547.6 frames, utt_pad_proportion=0.05945, over 18121.04 utterances.], libri_tot_loss[loss=0.3123, simple_loss=0.3688, pruned_loss=0.1279, over 2463471.64 frames. utt_duration=1292 frames, utt_pad_proportion=0.05207, over 7637.19 utterances.], giga_tot_loss[loss=0.3081, simple_loss=0.3554, pruned_loss=0.1304, over 2475283.40 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06065, over 19173.19 utterances.], batch size: 161, lr: 1.06e-03
2022-08-21 00:17:37,715 INFO [train.py:927] (4/8) Epoch 2, batch 13350, giga_loss[loss=0.317, simple_loss=0.3721, pruned_loss=0.131, over 12404.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06287, over 183.00 utterances.], tot_loss[loss=0.3128, simple_loss=0.3598, pruned_loss=0.1328, over 2474539.24 frames. utt_duration=575 frames, utt_pad_proportion=0.05651, over 17259.67 utterances.], libri_tot_loss[loss=0.3132, simple_loss=0.3693, pruned_loss=0.1286, over 2463450.38 frames. utt_duration=1296 frames, utt_pad_proportion=0.05119, over 7614.55 utterances.], giga_tot_loss[loss=0.3064, simple_loss=0.3557, pruned_loss=0.1285, over 2475761.92 frames. utt_duration=541.2 frames, utt_pad_proportion=0.05804, over 18349.44 utterances.], batch size: 183, lr: 1.05e-03
2022-08-21 00:19:25,292 INFO [train.py:927] (4/8) Epoch 2, batch 13400, giga_loss[loss=0.4419, simple_loss=0.4527, pruned_loss=0.2155, over 12367.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03386, over 122.00 utterances.], tot_loss[loss=0.3112, simple_loss=0.3598, pruned_loss=0.1313, over 2473840.14 frames. utt_duration=585.7 frames, utt_pad_proportion=0.05628, over 16939.22 utterances.], libri_tot_loss[loss=0.3133, simple_loss=0.369, pruned_loss=0.1289, over 2463500.01 frames. utt_duration=1300 frames, utt_pad_proportion=0.05048, over 7587.53 utterances.], giga_tot_loss[loss=0.3059, simple_loss=0.3566, pruned_loss=0.1276, over 2475017.93 frames. utt_duration=549.9 frames, utt_pad_proportion=0.05789, over 18050.71 utterances.], batch size: 122, lr: 1.05e-03
2022-08-21 00:21:10,920 INFO [train.py:927] (4/8) Epoch 2, batch 13450, libri_loss[loss=0.2503, simple_loss=0.3029, pruned_loss=0.09887, over 12265.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01146, over 28.00 utterances.], tot_loss[loss=0.3181, simple_loss=0.3651, pruned_loss=0.1356, over 2474046.28 frames. utt_duration=567.1 frames, utt_pad_proportion=0.062, over 17496.42 utterances.], libri_tot_loss[loss=0.3131, simple_loss=0.3686, pruned_loss=0.1288, over 2463430.12 frames. utt_duration=1305 frames, utt_pad_proportion=0.04961, over 7557.15 utterances.], giga_tot_loss[loss=0.3142, simple_loss=0.3627, pruned_loss=0.1328, over 2475289.75 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06335, over 18636.08 utterances.], batch size: 28, lr: 1.05e-03
2022-08-21 00:22:54,682 INFO [train.py:927] (4/8) Epoch 2, batch 13500, libri_loss[loss=0.2976, simple_loss=0.3358, pruned_loss=0.1297, over 12311.00 frames. utt_duration=1825 frames, utt_pad_proportion=0.03531, over 27.00 utterances.], tot_loss[loss=0.3284, simple_loss=0.3729, pruned_loss=0.1419, over 2474099.81 frames. utt_duration=523.8 frames, utt_pad_proportion=0.0684, over 18945.35 utterances.], libri_tot_loss[loss=0.3132, simple_loss=0.3684, pruned_loss=0.129, over 2463516.17 frames. utt_duration=1309 frames, utt_pad_proportion=0.04919, over 7536.85 utterances.], giga_tot_loss[loss=0.3253, simple_loss=0.3712, pruned_loss=0.1397, over 2475152.02 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06931, over 20006.40 utterances.], batch size: 27, lr: 1.05e-03
2022-08-21 00:24:39,393 INFO [train.py:927] (4/8) Epoch 2, batch 13550, libri_loss[loss=0.3344, simple_loss=0.3741, pruned_loss=0.1474, over 12351.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.00565, over 33.00 utterances.], tot_loss[loss=0.3356, simple_loss=0.3786, pruned_loss=0.1463, over 2474113.69 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06613, over 18743.93 utterances.], libri_tot_loss[loss=0.3133, simple_loss=0.3683, pruned_loss=0.1292, over 2463722.37 frames. utt_duration=1313 frames, utt_pad_proportion=0.04808, over 7514.08 utterances.], giga_tot_loss[loss=0.3336, simple_loss=0.3777, pruned_loss=0.1448, over 2475061.07 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06756, over 19950.17 utterances.], batch size: 33, lr: 1.05e-03
2022-08-21 00:26:23,054 INFO [train.py:927] (4/8) Epoch 2, batch 13600, giga_loss[loss=0.2605, simple_loss=0.3314, pruned_loss=0.09483, over 12456.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03805, over 31.00 utterances.], tot_loss[loss=0.3433, simple_loss=0.384, pruned_loss=0.1513, over 2474339.41 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07251, over 19690.57 utterances.], libri_tot_loss[loss=0.3143, simple_loss=0.3687, pruned_loss=0.13, over 2463843.78 frames. utt_duration=1305 frames, utt_pad_proportion=0.04851, over 7561.42 utterances.], giga_tot_loss[loss=0.3418, simple_loss=0.3834, pruned_loss=0.1501, over 2475412.99 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07334, over 21095.96 utterances.], batch size: 31, lr: 1.05e-03
2022-08-21 00:28:09,968 INFO [train.py:927] (4/8) Epoch 2, batch 13650, giga_loss[loss=0.3164, simple_loss=0.3708, pruned_loss=0.131, over 12392.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04409, over 26.00 utterances.], tot_loss[loss=0.3477, simple_loss=0.3869, pruned_loss=0.1543, over 2473777.36 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07825, over 20273.58 utterances.], libri_tot_loss[loss=0.3147, simple_loss=0.3686, pruned_loss=0.1304, over 2464037.70 frames. utt_duration=1309 frames, utt_pad_proportion=0.04753, over 7536.11 utterances.], giga_tot_loss[loss=0.3472, simple_loss=0.3869, pruned_loss=0.1537, over 2474835.36 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0791, over 21866.32 utterances.], batch size: 26, lr: 1.05e-03
2022-08-21 00:30:01,391 INFO [train.py:927] (4/8) Epoch 2, batch 13700, giga_loss[loss=0.4529, simple_loss=0.436, pruned_loss=0.235, over 12376.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2031, over 369.00 utterances.], tot_loss[loss=0.3538, simple_loss=0.3914, pruned_loss=0.1581, over 2473472.39 frames. utt_duration=449.4 frames, utt_pad_proportion=0.08946, over 22088.88 utterances.], libri_tot_loss[loss=0.3146, simple_loss=0.3687, pruned_loss=0.1302, over 2464213.66 frames. utt_duration=1311 frames, utt_pad_proportion=0.04647, over 7529.12 utterances.], giga_tot_loss[loss=0.3544, simple_loss=0.3919, pruned_loss=0.1585, over 2474435.42 frames. utt_duration=418.3 frames, utt_pad_proportion=0.09004, over 23744.00 utterances.], batch size: 369, lr: 1.05e-03
2022-08-21 00:31:48,080 INFO [train.py:927] (4/8) Epoch 2, batch 13750, libri_loss[loss=0.3301, simple_loss=0.356, pruned_loss=0.1522, over 12453.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005782, over 35.00 utterances.], tot_loss[loss=0.3516, simple_loss=0.3893, pruned_loss=0.1569, over 2473562.31 frames. utt_duration=434.6 frames, utt_pad_proportion=0.09027, over 22841.70 utterances.], libri_tot_loss[loss=0.3135, simple_loss=0.3675, pruned_loss=0.1297, over 2464398.92 frames. utt_duration=1310 frames, utt_pad_proportion=0.04608, over 7532.51 utterances.], giga_tot_loss[loss=0.3545, simple_loss=0.3916, pruned_loss=0.1587, over 2474488.85 frames. utt_duration=401.7 frames, utt_pad_proportion=0.09128, over 24729.42 utterances.], batch size: 35, lr: 1.05e-03
2022-08-21 00:33:31,931 INFO [train.py:927] (4/8) Epoch 2, batch 13800, giga_loss[loss=0.2863, simple_loss=0.3587, pruned_loss=0.1069, over 12358.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02914, over 70.00 utterances.], tot_loss[loss=0.3468, simple_loss=0.3876, pruned_loss=0.153, over 2473749.50 frames. utt_duration=430.8 frames, utt_pad_proportion=0.08941, over 23047.41 utterances.], libri_tot_loss[loss=0.3134, simple_loss=0.3676, pruned_loss=0.1295, over 2464465.67 frames. utt_duration=1312 frames, utt_pad_proportion=0.04561, over 7519.58 utterances.], giga_tot_loss[loss=0.3497, simple_loss=0.3896, pruned_loss=0.1549, over 2474550.12 frames. utt_duration=401.4 frames, utt_pad_proportion=0.09055, over 24749.89 utterances.], batch size: 70, lr: 1.05e-03
2022-08-21 00:35:16,526 INFO [train.py:927] (4/8) Epoch 2, batch 13850, libri_loss[loss=0.2579, simple_loss=0.3365, pruned_loss=0.08965, over 12342.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006234, over 33.00 utterances.], tot_loss[loss=0.3432, simple_loss=0.3863, pruned_loss=0.15, over 2473560.81 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08949, over 22877.89 utterances.], libri_tot_loss[loss=0.3125, simple_loss=0.3672, pruned_loss=0.1288, over 2464355.23 frames. utt_duration=1314 frames, utt_pad_proportion=0.04518, over 7509.17 utterances.], giga_tot_loss[loss=0.3477, simple_loss=0.3891, pruned_loss=0.1531, over 2474719.63 frames. utt_duration=398.8 frames, utt_pad_proportion=0.09104, over 24915.67 utterances.], batch size: 33, lr: 1.05e-03
2022-08-21 00:37:06,279 INFO [train.py:927] (4/8) Epoch 2, batch 13900, giga_loss[loss=0.406, simple_loss=0.4192, pruned_loss=0.1964, over 12353.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1877, over 362.00 utterances.], tot_loss[loss=0.3344, simple_loss=0.3808, pruned_loss=0.1439, over 2473582.18 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08541, over 22838.27 utterances.], libri_tot_loss[loss=0.3107, simple_loss=0.3655, pruned_loss=0.1279, over 2463958.58 frames. utt_duration=1321 frames, utt_pad_proportion=0.04394, over 7468.39 utterances.], giga_tot_loss[loss=0.3406, simple_loss=0.3853, pruned_loss=0.148, over 2475235.99 frames. utt_duration=396.3 frames, utt_pad_proportion=0.08766, over 25075.87 utterances.], batch size: 362, lr: 1.05e-03
2022-08-21 00:38:50,509 INFO [train.py:927] (4/8) Epoch 2, batch 13950, giga_loss[loss=0.2816, simple_loss=0.3509, pruned_loss=0.1062, over 12405.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02538, over 48.00 utterances.], tot_loss[loss=0.3288, simple_loss=0.3779, pruned_loss=0.1398, over 2473472.67 frames. utt_duration=442.2 frames, utt_pad_proportion=0.0808, over 22449.13 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.366, pruned_loss=0.1282, over 2464046.18 frames. utt_duration=1319 frames, utt_pad_proportion=0.04322, over 7479.69 utterances.], giga_tot_loss[loss=0.3341, simple_loss=0.3816, pruned_loss=0.1433, over 2475034.28 frames. utt_duration=401.6 frames, utt_pad_proportion=0.08363, over 24740.89 utterances.], batch size: 48, lr: 1.05e-03
2022-08-21 00:40:35,673 INFO [train.py:927] (4/8) Epoch 2, batch 14000, giga_loss[loss=0.3683, simple_loss=0.3984, pruned_loss=0.1691, over 12384.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1044, over 258.00 utterances.], tot_loss[loss=0.3238, simple_loss=0.3758, pruned_loss=0.1359, over 2473950.54 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07839, over 21578.77 utterances.], libri_tot_loss[loss=0.3128, simple_loss=0.3681, pruned_loss=0.1287, over 2464394.69 frames. utt_duration=1303 frames, utt_pad_proportion=0.0474, over 7576.67 utterances.], giga_tot_loss[loss=0.3272, simple_loss=0.3772, pruned_loss=0.1386, over 2475249.72 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08039, over 23875.64 utterances.], batch size: 258, lr: 1.05e-03
2022-08-21 00:42:25,723 INFO [train.py:927] (4/8) Epoch 2, batch 14050, giga_loss[loss=0.3146, simple_loss=0.3754, pruned_loss=0.1269, over 12324.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02827, over 74.00 utterances.], tot_loss[loss=0.3191, simple_loss=0.3726, pruned_loss=0.1328, over 2473684.13 frames. utt_duration=468 frames, utt_pad_proportion=0.07449, over 21209.98 utterances.], libri_tot_loss[loss=0.3122, simple_loss=0.3675, pruned_loss=0.1284, over 2464293.89 frames. utt_duration=1304 frames, utt_pad_proportion=0.04689, over 7570.48 utterances.], giga_tot_loss[loss=0.3226, simple_loss=0.3744, pruned_loss=0.1354, over 2475016.84 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07681, over 23364.47 utterances.], batch size: 74, lr: 1.05e-03
2022-08-21 00:44:18,113 INFO [train.py:927] (4/8) Epoch 2, batch 14100, giga_loss[loss=0.2582, simple_loss=0.3336, pruned_loss=0.09141, over 12466.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04611, over 34.00 utterances.], tot_loss[loss=0.3144, simple_loss=0.3697, pruned_loss=0.1295, over 2473375.00 frames. utt_duration=456.2 frames, utt_pad_proportion=0.08315, over 21753.35 utterances.], libri_tot_loss[loss=0.3122, simple_loss=0.3673, pruned_loss=0.1286, over 2464338.01 frames. utt_duration=1302 frames, utt_pad_proportion=0.04587, over 7577.41 utterances.], giga_tot_loss[loss=0.3173, simple_loss=0.3715, pruned_loss=0.1315, over 2474716.82 frames. utt_duration=415.1 frames, utt_pad_proportion=0.08488, over 23932.93 utterances.], batch size: 34, lr: 1.04e-03
2022-08-21 00:46:07,273 INFO [train.py:927] (4/8) Epoch 2, batch 14150, giga_loss[loss=0.2572, simple_loss=0.3313, pruned_loss=0.09156, over 12385.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.3131, simple_loss=0.3694, pruned_loss=0.1284, over 2473891.94 frames. utt_duration=453.3 frames, utt_pad_proportion=0.0868, over 21897.07 utterances.], libri_tot_loss[loss=0.3117, simple_loss=0.3667, pruned_loss=0.1283, over 2464298.15 frames. utt_duration=1306 frames, utt_pad_proportion=0.04511, over 7559.13 utterances.], giga_tot_loss[loss=0.316, simple_loss=0.3715, pruned_loss=0.1303, over 2475217.93 frames. utt_duration=414.3 frames, utt_pad_proportion=0.08835, over 23979.56 utterances.], batch size: 58, lr: 1.04e-03
2022-08-21 00:47:55,682 INFO [train.py:927] (4/8) Epoch 2, batch 14200, giga_loss[loss=0.3122, simple_loss=0.3605, pruned_loss=0.132, over 12366.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03613, over 122.00 utterances.], tot_loss[loss=0.31, simple_loss=0.3669, pruned_loss=0.1266, over 2473777.14 frames. utt_duration=468.2 frames, utt_pad_proportion=0.08363, over 21200.26 utterances.], libri_tot_loss[loss=0.3109, simple_loss=0.3659, pruned_loss=0.128, over 2464385.12 frames. utt_duration=1306 frames, utt_pad_proportion=0.04503, over 7558.70 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.3692, pruned_loss=0.1284, over 2475029.48 frames. utt_duration=427.1 frames, utt_pad_proportion=0.08556, over 23259.47 utterances.], batch size: 122, lr: 1.04e-03
2022-08-21 00:49:43,001 INFO [train.py:927] (4/8) Epoch 2, batch 14250, giga_loss[loss=0.2771, simple_loss=0.3574, pruned_loss=0.09841, over 12421.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.028, over 62.00 utterances.], tot_loss[loss=0.309, simple_loss=0.3646, pruned_loss=0.1267, over 2473725.39 frames. utt_duration=463.5 frames, utt_pad_proportion=0.08284, over 21413.45 utterances.], libri_tot_loss[loss=0.3109, simple_loss=0.3657, pruned_loss=0.128, over 2464351.91 frames. utt_duration=1307 frames, utt_pad_proportion=0.04475, over 7549.42 utterances.], giga_tot_loss[loss=0.3114, simple_loss=0.3667, pruned_loss=0.128, over 2474893.72 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08471, over 23296.29 utterances.], batch size: 62, lr: 1.04e-03
2022-08-21 00:51:31,250 INFO [train.py:927] (4/8) Epoch 2, batch 14300, libri_loss[loss=0.2322, simple_loss=0.3012, pruned_loss=0.08154, over 12204.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01079, over 29.00 utterances.], tot_loss[loss=0.3063, simple_loss=0.3635, pruned_loss=0.1245, over 2474031.77 frames. utt_duration=475.2 frames, utt_pad_proportion=0.08039, over 20887.97 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.3655, pruned_loss=0.1278, over 2464427.31 frames. utt_duration=1308 frames, utt_pad_proportion=0.04411, over 7543.83 utterances.], giga_tot_loss[loss=0.3084, simple_loss=0.3654, pruned_loss=0.1257, over 2475148.36 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08264, over 22787.44 utterances.], batch size: 29, lr: 1.04e-03
2022-08-21 00:53:18,066 INFO [train.py:927] (4/8) Epoch 2, batch 14350, libri_loss[loss=0.3247, simple_loss=0.343, pruned_loss=0.1532, over 12263.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01048, over 28.00 utterances.], tot_loss[loss=0.3054, simple_loss=0.3625, pruned_loss=0.1242, over 2474829.36 frames. utt_duration=470.5 frames, utt_pad_proportion=0.08072, over 21104.04 utterances.], libri_tot_loss[loss=0.3103, simple_loss=0.3649, pruned_loss=0.1278, over 2464212.54 frames. utt_duration=1312 frames, utt_pad_proportion=0.04356, over 7520.04 utterances.], giga_tot_loss[loss=0.3073, simple_loss=0.3644, pruned_loss=0.1251, over 2476078.71 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08279, over 22863.59 utterances.], batch size: 28, lr: 1.04e-03
2022-08-21 00:55:02,748 INFO [train.py:927] (4/8) Epoch 2, batch 14400, giga_loss[loss=0.2644, simple_loss=0.3316, pruned_loss=0.0986, over 12393.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04225, over 40.00 utterances.], tot_loss[loss=0.3024, simple_loss=0.36, pruned_loss=0.1224, over 2474253.46 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07677, over 20487.81 utterances.], libri_tot_loss[loss=0.3095, simple_loss=0.3643, pruned_loss=0.1274, over 2464533.65 frames. utt_duration=1311 frames, utt_pad_proportion=0.04341, over 7525.79 utterances.], giga_tot_loss[loss=0.3044, simple_loss=0.362, pruned_loss=0.1233, over 2475362.72 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07925, over 22386.69 utterances.], batch size: 40, lr: 1.04e-03
2022-08-21 00:56:47,280 INFO [train.py:927] (4/8) Epoch 2, batch 14450, giga_loss[loss=0.2763, simple_loss=0.3427, pruned_loss=0.1049, over 12376.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03322, over 122.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.3588, pruned_loss=0.1218, over 2473692.29 frames. utt_duration=492 frames, utt_pad_proportion=0.07378, over 20172.57 utterances.], libri_tot_loss[loss=0.3095, simple_loss=0.3643, pruned_loss=0.1274, over 2464605.88 frames. utt_duration=1308 frames, utt_pad_proportion=0.0434, over 7543.26 utterances.], giga_tot_loss[loss=0.3026, simple_loss=0.3604, pruned_loss=0.1224, over 2474776.31 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07635, over 22039.67 utterances.], batch size: 122, lr: 1.04e-03
2022-08-21 00:58:33,142 INFO [train.py:927] (4/8) Epoch 2, batch 14500, giga_loss[loss=0.265, simple_loss=0.336, pruned_loss=0.09701, over 12282.00 frames. utt_duration=911.2 frames, utt_pad_proportion=0.02651, over 54.00 utterances.], tot_loss[loss=0.3001, simple_loss=0.3577, pruned_loss=0.1212, over 2474192.41 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07191, over 20000.58 utterances.], libri_tot_loss[loss=0.3093, simple_loss=0.3641, pruned_loss=0.1273, over 2464913.87 frames. utt_duration=1299 frames, utt_pad_proportion=0.0447, over 7600.58 utterances.], giga_tot_loss[loss=0.3011, simple_loss=0.3588, pruned_loss=0.1217, over 2475020.36 frames. utt_duration=456 frames, utt_pad_proportion=0.07406, over 21780.09 utterances.], batch size: 54, lr: 1.04e-03
2022-08-21 01:00:17,604 INFO [train.py:927] (4/8) Epoch 2, batch 14550, libri_loss[loss=0.3447, simple_loss=0.4104, pruned_loss=0.1395, over 12331.00 frames. utt_duration=949.9 frames, utt_pad_proportion=0.08042, over 52.00 utterances.], tot_loss[loss=0.3003, simple_loss=0.3584, pruned_loss=0.1211, over 2473611.25 frames. utt_duration=503.7 frames, utt_pad_proportion=0.07134, over 19701.04 utterances.], libri_tot_loss[loss=0.3102, simple_loss=0.3651, pruned_loss=0.1276, over 2465089.09 frames. utt_duration=1284 frames, utt_pad_proportion=0.04952, over 7687.77 utterances.], giga_tot_loss[loss=0.3, simple_loss=0.3583, pruned_loss=0.1209, over 2474321.27 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07182, over 21323.98 utterances.], batch size: 52, lr: 1.04e-03
2022-08-21 01:02:01,524 INFO [train.py:927] (4/8) Epoch 2, batch 14600, giga_loss[loss=0.305, simple_loss=0.362, pruned_loss=0.124, over 12370.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02819, over 91.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3587, pruned_loss=0.1211, over 2473180.78 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06887, over 19353.84 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3644, pruned_loss=0.1275, over 2464967.75 frames. utt_duration=1291 frames, utt_pad_proportion=0.04804, over 7645.00 utterances.], giga_tot_loss[loss=0.3003, simple_loss=0.359, pruned_loss=0.1208, over 2474194.56 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07021, over 21161.62 utterances.], batch size: 91, lr: 1.04e-03
2022-08-21 01:03:50,868 INFO [train.py:927] (4/8) Epoch 2, batch 14650, giga_loss[loss=0.3014, simple_loss=0.3613, pruned_loss=0.1208, over 12379.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05205, over 161.00 utterances.], tot_loss[loss=0.2986, simple_loss=0.3573, pruned_loss=0.12, over 2473567.96 frames. utt_duration=504.5 frames, utt_pad_proportion=0.07255, over 19668.55 utterances.], libri_tot_loss[loss=0.3086, simple_loss=0.3635, pruned_loss=0.1269, over 2465165.30 frames. utt_duration=1294 frames, utt_pad_proportion=0.04711, over 7630.66 utterances.], giga_tot_loss[loss=0.2993, simple_loss=0.3582, pruned_loss=0.1202, over 2474414.13 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07385, over 21450.63 utterances.], batch size: 161, lr: 1.04e-03
2022-08-21 01:05:37,573 INFO [train.py:927] (4/8) Epoch 2, batch 14700, libri_loss[loss=0.2918, simple_loss=0.3588, pruned_loss=0.1125, over 12390.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006031, over 34.00 utterances.], tot_loss[loss=0.2999, simple_loss=0.3579, pruned_loss=0.121, over 2473511.08 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06716, over 19281.67 utterances.], libri_tot_loss[loss=0.3082, simple_loss=0.3631, pruned_loss=0.1266, over 2465244.38 frames. utt_duration=1298 frames, utt_pad_proportion=0.04567, over 7606.74 utterances.], giga_tot_loss[loss=0.3005, simple_loss=0.3588, pruned_loss=0.1211, over 2474414.98 frames. utt_duration=468.7 frames, utt_pad_proportion=0.0694, over 21182.01 utterances.], batch size: 34, lr: 1.04e-03
2022-08-21 01:07:20,768 INFO [train.py:927] (4/8) Epoch 2, batch 14750, giga_loss[loss=0.2506, simple_loss=0.3139, pruned_loss=0.09363, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04637, over 34.00 utterances.], tot_loss[loss=0.3008, simple_loss=0.3578, pruned_loss=0.122, over 2472666.70 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06294, over 18419.76 utterances.], libri_tot_loss[loss=0.3068, simple_loss=0.3617, pruned_loss=0.1259, over 2464832.55 frames. utt_duration=1303 frames, utt_pad_proportion=0.04452, over 7572.80 utterances.], giga_tot_loss[loss=0.3023, simple_loss=0.3596, pruned_loss=0.1226, over 2474128.77 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06585, over 20463.80 utterances.], batch size: 34, lr: 1.04e-03
2022-08-21 01:09:06,092 INFO [train.py:927] (4/8) Epoch 2, batch 14800, giga_loss[loss=0.285, simple_loss=0.3485, pruned_loss=0.1108, over 12342.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03246, over 85.00 utterances.], tot_loss[loss=0.3023, simple_loss=0.3588, pruned_loss=0.1229, over 2472519.42 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06816, over 19750.93 utterances.], libri_tot_loss[loss=0.3066, simple_loss=0.3616, pruned_loss=0.1258, over 2464605.30 frames. utt_duration=1308 frames, utt_pad_proportion=0.04376, over 7543.69 utterances.], giga_tot_loss[loss=0.3036, simple_loss=0.3603, pruned_loss=0.1235, over 2474063.63 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07031, over 21671.70 utterances.], batch size: 85, lr: 1.04e-03
2022-08-21 01:10:50,012 INFO [train.py:927] (4/8) Epoch 2, batch 14850, giga_loss[loss=0.2487, simple_loss=0.3181, pruned_loss=0.08962, over 12423.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04232, over 146.00 utterances.], tot_loss[loss=0.2975, simple_loss=0.3564, pruned_loss=0.1193, over 2473233.42 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06515, over 19346.53 utterances.], libri_tot_loss[loss=0.3062, simple_loss=0.3613, pruned_loss=0.1256, over 2464589.81 frames. utt_duration=1312 frames, utt_pad_proportion=0.04334, over 7520.67 utterances.], giga_tot_loss[loss=0.2988, simple_loss=0.3578, pruned_loss=0.1199, over 2474567.15 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06736, over 21044.68 utterances.], batch size: 146, lr: 1.04e-03
2022-08-21 01:12:36,826 INFO [train.py:927] (4/8) Epoch 2, batch 14900, giga_loss[loss=0.2643, simple_loss=0.33, pruned_loss=0.09934, over 12436.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02928, over 80.00 utterances.], tot_loss[loss=0.2946, simple_loss=0.3537, pruned_loss=0.1178, over 2473785.07 frames. utt_duration=510 frames, utt_pad_proportion=0.06585, over 19458.37 utterances.], libri_tot_loss[loss=0.306, simple_loss=0.3611, pruned_loss=0.1255, over 2464628.10 frames. utt_duration=1312 frames, utt_pad_proportion=0.04314, over 7523.49 utterances.], giga_tot_loss[loss=0.2957, simple_loss=0.3549, pruned_loss=0.1182, over 2474868.99 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06767, over 20887.75 utterances.], batch size: 80, lr: 1.03e-03
2022-08-21 01:14:20,352 INFO [train.py:927] (4/8) Epoch 2, batch 14950, giga_loss[loss=0.254, simple_loss=0.3312, pruned_loss=0.08838, over 12335.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03178, over 58.00 utterances.], tot_loss[loss=0.2968, simple_loss=0.3552, pruned_loss=0.1192, over 2473847.58 frames. utt_duration=503.2 frames, utt_pad_proportion=0.0671, over 19722.35 utterances.], libri_tot_loss[loss=0.3055, simple_loss=0.3605, pruned_loss=0.1252, over 2464541.18 frames. utt_duration=1317 frames, utt_pad_proportion=0.04236, over 7491.35 utterances.], giga_tot_loss[loss=0.2978, simple_loss=0.3565, pruned_loss=0.1196, over 2475031.41 frames. utt_duration=467.9 frames, utt_pad_proportion=0.06894, over 21225.80 utterances.], batch size: 58, lr: 1.03e-03
2022-08-21 01:16:10,432 INFO [train.py:927] (4/8) Epoch 2, batch 15000, giga_loss[loss=0.2861, simple_loss=0.3605, pruned_loss=0.1058, over 12379.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03065, over 58.00 utterances.], tot_loss[loss=0.2999, simple_loss=0.3604, pruned_loss=0.1197, over 2474658.09 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06687, over 19989.29 utterances.], libri_tot_loss[loss=0.3061, simple_loss=0.3614, pruned_loss=0.1254, over 2464840.81 frames. utt_duration=1305 frames, utt_pad_proportion=0.0469, over 7564.28 utterances.], giga_tot_loss[loss=0.3, simple_loss=0.3605, pruned_loss=0.1197, over 2475476.33 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06712, over 21340.20 utterances.], batch size: 58, lr: 1.03e-03
2022-08-21 01:16:10,433 INFO [train.py:958] (4/8) Computing validation loss
2022-08-21 01:16:24,137 INFO [train.py:967] (4/8) Epoch 2, validation: loss=0.2466, simple_loss=0.3797, pruned_loss=0.05678, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 01:18:07,206 INFO [train.py:927] (4/8) Epoch 2, batch 15050, giga_loss[loss=0.2914, simple_loss=0.3504, pruned_loss=0.1162, over 12371.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02756, over 48.00 utterances.], tot_loss[loss=0.3025, simple_loss=0.3636, pruned_loss=0.1207, over 2473906.42 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06856, over 19313.87 utterances.], libri_tot_loss[loss=0.3078, simple_loss=0.3638, pruned_loss=0.1259, over 2465223.09 frames. utt_duration=1293 frames, utt_pad_proportion=0.05095, over 7634.33 utterances.], giga_tot_loss[loss=0.3008, simple_loss=0.3614, pruned_loss=0.1201, over 2474520.82 frames. utt_duration=479 frames, utt_pad_proportion=0.06759, over 20726.99 utterances.], batch size: 48, lr: 1.03e-03
2022-08-21 01:19:53,172 INFO [train.py:927] (4/8) Epoch 2, batch 15100, giga_loss[loss=0.3092, simple_loss=0.365, pruned_loss=0.1267, over 12347.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03001, over 91.00 utterances.], tot_loss[loss=0.3041, simple_loss=0.3639, pruned_loss=0.1222, over 2473936.75 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06927, over 19546.19 utterances.], libri_tot_loss[loss=0.308, simple_loss=0.3638, pruned_loss=0.1261, over 2465315.44 frames. utt_duration=1293 frames, utt_pad_proportion=0.05033, over 7638.37 utterances.], giga_tot_loss[loss=0.3025, simple_loss=0.3621, pruned_loss=0.1214, over 2474541.69 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06884, over 20944.82 utterances.], batch size: 91, lr: 1.03e-03
2022-08-21 01:21:38,441 INFO [train.py:927] (4/8) Epoch 2, batch 15150, giga_loss[loss=0.2829, simple_loss=0.3321, pruned_loss=0.1169, over 12335.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03386, over 51.00 utterances.], tot_loss[loss=0.3047, simple_loss=0.3627, pruned_loss=0.1233, over 2474908.36 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07517, over 20621.51 utterances.], libri_tot_loss[loss=0.3079, simple_loss=0.3636, pruned_loss=0.1261, over 2465339.60 frames. utt_duration=1290 frames, utt_pad_proportion=0.05048, over 7654.56 utterances.], giga_tot_loss[loss=0.3034, simple_loss=0.3615, pruned_loss=0.1227, over 2475497.92 frames. utt_duration=454 frames, utt_pad_proportion=0.07459, over 21879.76 utterances.], batch size: 51, lr: 1.03e-03
2022-08-21 01:23:25,788 INFO [train.py:927] (4/8) Epoch 2, batch 15200, giga_loss[loss=0.3156, simple_loss=0.3473, pruned_loss=0.1419, over 12339.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2088, over 371.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.3614, pruned_loss=0.1237, over 2474916.93 frames. utt_duration=472.2 frames, utt_pad_proportion=0.0782, over 21029.80 utterances.], libri_tot_loss[loss=0.3079, simple_loss=0.3633, pruned_loss=0.1263, over 2465517.41 frames. utt_duration=1292 frames, utt_pad_proportion=0.04971, over 7639.60 utterances.], giga_tot_loss[loss=0.3033, simple_loss=0.3606, pruned_loss=0.1229, over 2475400.36 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07794, over 22267.22 utterances.], batch size: 371, lr: 1.03e-03
2022-08-21 01:25:13,306 INFO [train.py:927] (4/8) Epoch 2, batch 15250, giga_loss[loss=0.2623, simple_loss=0.3282, pruned_loss=0.09823, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03714, over 37.00 utterances.], tot_loss[loss=0.3037, simple_loss=0.3607, pruned_loss=0.1234, over 2475109.41 frames. utt_duration=485 frames, utt_pad_proportion=0.07243, over 20476.15 utterances.], libri_tot_loss[loss=0.3084, simple_loss=0.3637, pruned_loss=0.1265, over 2465254.19 frames. utt_duration=1294 frames, utt_pad_proportion=0.04921, over 7630.99 utterances.], giga_tot_loss[loss=0.3024, simple_loss=0.3598, pruned_loss=0.1225, over 2475841.92 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07277, over 21630.58 utterances.], batch size: 37, lr: 1.03e-03
2022-08-21 01:27:01,778 INFO [train.py:927] (4/8) Epoch 2, batch 15300, giga_loss[loss=0.2931, simple_loss=0.3564, pruned_loss=0.1149, over 12312.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02792, over 79.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3603, pruned_loss=0.1227, over 2474710.48 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0737, over 20455.73 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.365, pruned_loss=0.1272, over 2465353.35 frames. utt_duration=1279 frames, utt_pad_proportion=0.05379, over 7720.64 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.3584, pruned_loss=0.1214, over 2475343.76 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07277, over 21472.88 utterances.], batch size: 79, lr: 1.03e-03
2022-08-21 01:28:48,200 INFO [train.py:927] (4/8) Epoch 2, batch 15350, giga_loss[loss=0.2739, simple_loss=0.3395, pruned_loss=0.1041, over 12354.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03237, over 97.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3631, pruned_loss=0.1249, over 2474993.96 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07329, over 21216.21 utterances.], libri_tot_loss[loss=0.3103, simple_loss=0.3652, pruned_loss=0.1277, over 2465736.77 frames. utt_duration=1277 frames, utt_pad_proportion=0.05291, over 7730.02 utterances.], giga_tot_loss[loss=0.3039, simple_loss=0.3612, pruned_loss=0.1233, over 2475399.49 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07311, over 22389.47 utterances.], batch size: 97, lr: 1.03e-03
2022-08-21 01:30:38,285 INFO [train.py:927] (4/8) Epoch 2, batch 15400, giga_loss[loss=0.2856, simple_loss=0.3606, pruned_loss=0.1053, over 12465.00 frames. utt_duration=908 frames, utt_pad_proportion=0.0299, over 55.00 utterances.], tot_loss[loss=0.3052, simple_loss=0.3618, pruned_loss=0.1243, over 2474907.16 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07487, over 20591.72 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3643, pruned_loss=0.1275, over 2465787.18 frames. utt_duration=1265 frames, utt_pad_proportion=0.05651, over 7806.83 utterances.], giga_tot_loss[loss=0.3034, simple_loss=0.3609, pruned_loss=0.1229, over 2475611.12 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07372, over 22132.82 utterances.], batch size: 55, lr: 1.03e-03
2022-08-21 01:32:22,382 INFO [train.py:927] (4/8) Epoch 2, batch 15450, giga_loss[loss=0.3461, simple_loss=0.3984, pruned_loss=0.1469, over 12435.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03733, over 43.00 utterances.], tot_loss[loss=0.3037, simple_loss=0.362, pruned_loss=0.1227, over 2474984.90 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07629, over 20298.47 utterances.], libri_tot_loss[loss=0.309, simple_loss=0.3636, pruned_loss=0.1272, over 2466157.67 frames. utt_duration=1266 frames, utt_pad_proportion=0.05558, over 7799.02 utterances.], giga_tot_loss[loss=0.3027, simple_loss=0.3618, pruned_loss=0.1218, over 2475460.05 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07574, over 21878.72 utterances.], batch size: 43, lr: 1.03e-03
2022-08-21 01:34:08,302 INFO [train.py:927] (4/8) Epoch 2, batch 15500, giga_loss[loss=0.4684, simple_loss=0.4588, pruned_loss=0.2389, over 12381.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.3071, simple_loss=0.3648, pruned_loss=0.1247, over 2474505.67 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07552, over 20233.04 utterances.], libri_tot_loss[loss=0.3082, simple_loss=0.363, pruned_loss=0.1267, over 2465997.00 frames. utt_duration=1273 frames, utt_pad_proportion=0.05465, over 7756.43 utterances.], giga_tot_loss[loss=0.307, simple_loss=0.3653, pruned_loss=0.1243, over 2475273.68 frames. utt_duration=453.9 frames, utt_pad_proportion=0.0756, over 21884.06 utterances.], batch size: 258, lr: 1.03e-03
2022-08-21 01:35:54,858 INFO [train.py:927] (4/8) Epoch 2, batch 15550, giga_loss[loss=0.2551, simple_loss=0.3268, pruned_loss=0.09168, over 12271.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02816, over 42.00 utterances.], tot_loss[loss=0.3087, simple_loss=0.3656, pruned_loss=0.1259, over 2474036.46 frames. utt_duration=483 frames, utt_pad_proportion=0.07561, over 20551.45 utterances.], libri_tot_loss[loss=0.3082, simple_loss=0.3629, pruned_loss=0.1267, over 2465935.63 frames. utt_duration=1259 frames, utt_pad_proportion=0.05878, over 7842.88 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.3661, pruned_loss=0.1256, over 2474810.03 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07447, over 21943.16 utterances.], batch size: 42, lr: 1.03e-03
2022-08-21 01:37:38,588 INFO [train.py:927] (4/8) Epoch 2, batch 15600, giga_loss[loss=0.345, simple_loss=0.3866, pruned_loss=0.1516, over 12360.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06616, over 183.00 utterances.], tot_loss[loss=0.3073, simple_loss=0.365, pruned_loss=0.1248, over 2473437.07 frames. utt_duration=488.7 frames, utt_pad_proportion=0.073, over 20305.32 utterances.], libri_tot_loss[loss=0.3077, simple_loss=0.3624, pruned_loss=0.1265, over 2465897.14 frames. utt_duration=1259 frames, utt_pad_proportion=0.05852, over 7846.95 utterances.], giga_tot_loss[loss=0.3076, simple_loss=0.3659, pruned_loss=0.1246, over 2474287.33 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07241, over 21754.33 utterances.], batch size: 183, lr: 1.03e-03
2022-08-21 01:39:20,800 INFO [train.py:927] (4/8) Epoch 2, batch 15650, libri_loss[loss=0.2821, simple_loss=0.3324, pruned_loss=0.1159, over 12335.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006716, over 33.00 utterances.], tot_loss[loss=0.3053, simple_loss=0.365, pruned_loss=0.1228, over 2473962.55 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07029, over 19965.50 utterances.], libri_tot_loss[loss=0.3077, simple_loss=0.3626, pruned_loss=0.1264, over 2466034.53 frames. utt_duration=1262 frames, utt_pad_proportion=0.05715, over 7824.51 utterances.], giga_tot_loss[loss=0.3056, simple_loss=0.3657, pruned_loss=0.1227, over 2474766.04 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07054, over 21534.36 utterances.], batch size: 33, lr: 1.03e-03
2022-08-21 01:41:05,914 INFO [train.py:927] (4/8) Epoch 2, batch 15700, giga_loss[loss=0.3112, simple_loss=0.3669, pruned_loss=0.1278, over 12378.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07033, over 211.00 utterances.], tot_loss[loss=0.3058, simple_loss=0.3654, pruned_loss=0.1231, over 2474476.42 frames. utt_duration=484.7 frames, utt_pad_proportion=0.06955, over 20484.79 utterances.], libri_tot_loss[loss=0.3077, simple_loss=0.3625, pruned_loss=0.1265, over 2465752.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05677, over 7826.29 utterances.], giga_tot_loss[loss=0.306, simple_loss=0.3661, pruned_loss=0.1229, over 2475408.43 frames. utt_duration=455.3 frames, utt_pad_proportion=0.06995, over 21818.45 utterances.], batch size: 211, lr: 1.03e-03
2022-08-21 01:42:51,759 INFO [train.py:927] (4/8) Epoch 2, batch 15750, giga_loss[loss=0.2779, simple_loss=0.3491, pruned_loss=0.1033, over 12346.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03382, over 62.00 utterances.], tot_loss[loss=0.3038, simple_loss=0.3628, pruned_loss=0.1224, over 2474639.90 frames. utt_duration=496.1 frames, utt_pad_proportion=0.06508, over 20013.49 utterances.], libri_tot_loss[loss=0.3075, simple_loss=0.362, pruned_loss=0.1265, over 2465894.05 frames. utt_duration=1266 frames, utt_pad_proportion=0.05578, over 7801.92 utterances.], giga_tot_loss[loss=0.304, simple_loss=0.3637, pruned_loss=0.1222, over 2475434.58 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06606, over 21367.51 utterances.], batch size: 62, lr: 1.02e-03
2022-08-21 01:44:38,580 INFO [train.py:927] (4/8) Epoch 2, batch 15800, giga_loss[loss=0.256, simple_loss=0.3231, pruned_loss=0.0945, over 12355.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03321, over 62.00 utterances.], tot_loss[loss=0.3007, simple_loss=0.3602, pruned_loss=0.1206, over 2474580.13 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06071, over 18999.97 utterances.], libri_tot_loss[loss=0.3081, simple_loss=0.3628, pruned_loss=0.1268, over 2465751.58 frames. utt_duration=1266 frames, utt_pad_proportion=0.05481, over 7801.90 utterances.], giga_tot_loss[loss=0.3002, simple_loss=0.3603, pruned_loss=0.12, over 2475533.29 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06218, over 20336.93 utterances.], batch size: 62, lr: 1.02e-03
2022-08-21 01:46:20,967 INFO [train.py:927] (4/8) Epoch 2, batch 15850, libri_loss[loss=0.2545, simple_loss=0.307, pruned_loss=0.101, over 12256.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.012, over 28.00 utterances.], tot_loss[loss=0.2976, simple_loss=0.3574, pruned_loss=0.1189, over 2474033.19 frames. utt_duration=533 frames, utt_pad_proportion=0.05961, over 18618.34 utterances.], libri_tot_loss[loss=0.3074, simple_loss=0.362, pruned_loss=0.1264, over 2465665.90 frames. utt_duration=1270 frames, utt_pad_proportion=0.0536, over 7772.18 utterances.], giga_tot_loss[loss=0.2976, simple_loss=0.358, pruned_loss=0.1186, over 2475123.60 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06137, over 20024.95 utterances.], batch size: 28, lr: 1.02e-03
2022-08-21 01:48:02,234 INFO [train.py:927] (4/8) Epoch 2, batch 15900, giga_loss[loss=0.3722, simple_loss=0.3951, pruned_loss=0.1747, over 12378.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2956, simple_loss=0.3565, pruned_loss=0.1173, over 2474508.92 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06746, over 20349.57 utterances.], libri_tot_loss[loss=0.3094, simple_loss=0.3639, pruned_loss=0.1275, over 2465728.30 frames. utt_duration=1267 frames, utt_pad_proportion=0.05391, over 7794.47 utterances.], giga_tot_loss[loss=0.2936, simple_loss=0.3553, pruned_loss=0.1159, over 2475383.35 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06826, over 21542.37 utterances.], batch size: 258, lr: 1.02e-03
2022-08-21 01:49:53,332 INFO [train.py:927] (4/8) Epoch 2, batch 15950, giga_loss[loss=0.314, simple_loss=0.3619, pruned_loss=0.1331, over 12373.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06738, over 211.00 utterances.], tot_loss[loss=0.2939, simple_loss=0.3545, pruned_loss=0.1167, over 2474743.55 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07147, over 20548.52 utterances.], libri_tot_loss[loss=0.3103, simple_loss=0.3644, pruned_loss=0.1281, over 2466175.34 frames. utt_duration=1254 frames, utt_pad_proportion=0.05791, over 7874.74 utterances.], giga_tot_loss[loss=0.2912, simple_loss=0.3528, pruned_loss=0.1148, over 2475260.40 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07071, over 21772.54 utterances.], batch size: 211, lr: 1.02e-03
2022-08-21 01:51:39,005 INFO [train.py:927] (4/8) Epoch 2, batch 16000, giga_loss[loss=0.2491, simple_loss=0.3264, pruned_loss=0.08595, over 12123.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03809, over 30.00 utterances.], tot_loss[loss=0.2932, simple_loss=0.3527, pruned_loss=0.1168, over 2473622.96 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07629, over 20976.71 utterances.], libri_tot_loss[loss=0.3101, simple_loss=0.3639, pruned_loss=0.1282, over 2465846.70 frames. utt_duration=1259 frames, utt_pad_proportion=0.05725, over 7846.72 utterances.], giga_tot_loss[loss=0.2907, simple_loss=0.3515, pruned_loss=0.1149, over 2474579.53 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07582, over 22340.28 utterances.], batch size: 30, lr: 1.02e-03
2022-08-21 01:53:21,556 INFO [train.py:927] (4/8) Epoch 2, batch 16050, giga_loss[loss=0.3508, simple_loss=0.3951, pruned_loss=0.1533, over 12384.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.0698, over 211.00 utterances.], tot_loss[loss=0.2952, simple_loss=0.3544, pruned_loss=0.118, over 2473657.96 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07988, over 21666.55 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3636, pruned_loss=0.1279, over 2466009.24 frames. utt_duration=1260 frames, utt_pad_proportion=0.05619, over 7836.52 utterances.], giga_tot_loss[loss=0.2932, simple_loss=0.3535, pruned_loss=0.1164, over 2474464.65 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07979, over 23060.18 utterances.], batch size: 211, lr: 1.02e-03
2022-08-21 01:55:06,814 INFO [train.py:927] (4/8) Epoch 2, batch 16100, giga_loss[loss=0.3418, simple_loss=0.3748, pruned_loss=0.1544, over 12360.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.216, over 375.00 utterances.], tot_loss[loss=0.2946, simple_loss=0.3542, pruned_loss=0.1175, over 2473849.02 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07991, over 21615.89 utterances.], libri_tot_loss[loss=0.3099, simple_loss=0.3637, pruned_loss=0.128, over 2465748.10 frames. utt_duration=1251 frames, utt_pad_proportion=0.06037, over 7890.71 utterances.], giga_tot_loss[loss=0.2927, simple_loss=0.3532, pruned_loss=0.116, over 2474884.98 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07885, over 22924.04 utterances.], batch size: 375, lr: 1.02e-03
2022-08-21 01:56:53,297 INFO [train.py:927] (4/8) Epoch 2, batch 16150, libri_loss[loss=0.2855, simple_loss=0.345, pruned_loss=0.113, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007816, over 37.00 utterances.], tot_loss[loss=0.2995, simple_loss=0.3591, pruned_loss=0.1199, over 2473909.54 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07713, over 21154.56 utterances.], libri_tot_loss[loss=0.3114, simple_loss=0.3661, pruned_loss=0.1283, over 2466167.55 frames. utt_duration=1255 frames, utt_pad_proportion=0.05886, over 7866.90 utterances.], giga_tot_loss[loss=0.2962, simple_loss=0.356, pruned_loss=0.1182, over 2474615.55 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07707, over 22668.48 utterances.], batch size: 37, lr: 1.02e-03
2022-08-21 01:58:37,825 INFO [train.py:927] (4/8) Epoch 2, batch 16200, giga_loss[loss=0.4322, simple_loss=0.4359, pruned_loss=0.2143, over 12375.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1116, over 260.00 utterances.], tot_loss[loss=0.2992, simple_loss=0.3593, pruned_loss=0.1195, over 2474009.39 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07118, over 20204.71 utterances.], libri_tot_loss[loss=0.311, simple_loss=0.3658, pruned_loss=0.1281, over 2466302.87 frames. utt_duration=1256 frames, utt_pad_proportion=0.05811, over 7861.45 utterances.], giga_tot_loss[loss=0.2966, simple_loss=0.3569, pruned_loss=0.1182, over 2474628.70 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07185, over 21711.87 utterances.], batch size: 260, lr: 1.02e-03
2022-08-21 02:00:27,809 INFO [train.py:927] (4/8) Epoch 2, batch 16250, giga_loss[loss=0.3039, simple_loss=0.3726, pruned_loss=0.1175, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.3002, simple_loss=0.36, pruned_loss=0.1202, over 2474365.71 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07361, over 20594.07 utterances.], libri_tot_loss[loss=0.3103, simple_loss=0.3653, pruned_loss=0.1277, over 2466234.46 frames. utt_duration=1260 frames, utt_pad_proportion=0.05757, over 7838.61 utterances.], giga_tot_loss[loss=0.2986, simple_loss=0.3585, pruned_loss=0.1194, over 2475040.95 frames. utt_duration=452 frames, utt_pad_proportion=0.07424, over 21974.69 utterances.], batch size: 113, lr: 1.02e-03
2022-08-21 02:02:12,925 INFO [train.py:927] (4/8) Epoch 2, batch 16300, giga_loss[loss=0.2824, simple_loss=0.3449, pruned_loss=0.1099, over 12446.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03527, over 105.00 utterances.], tot_loss[loss=0.2994, simple_loss=0.3592, pruned_loss=0.1198, over 2475034.85 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07208, over 20755.66 utterances.], libri_tot_loss[loss=0.3095, simple_loss=0.3645, pruned_loss=0.1273, over 2466144.08 frames. utt_duration=1259 frames, utt_pad_proportion=0.05701, over 7843.32 utterances.], giga_tot_loss[loss=0.2986, simple_loss=0.3585, pruned_loss=0.1193, over 2475895.89 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07299, over 22199.15 utterances.], batch size: 105, lr: 1.02e-03
2022-08-21 02:03:59,811 INFO [train.py:927] (4/8) Epoch 2, batch 16350, giga_loss[loss=0.2842, simple_loss=0.3477, pruned_loss=0.1104, over 12388.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02695, over 66.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3593, pruned_loss=0.1208, over 2475215.50 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07546, over 21602.06 utterances.], libri_tot_loss[loss=0.3093, simple_loss=0.3646, pruned_loss=0.1271, over 2466596.89 frames. utt_duration=1256 frames, utt_pad_proportion=0.05683, over 7866.74 utterances.], giga_tot_loss[loss=0.2997, simple_loss=0.3586, pruned_loss=0.1204, over 2475687.43 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07617, over 23031.16 utterances.], batch size: 66, lr: 1.02e-03
2022-08-21 02:05:43,695 INFO [train.py:927] (4/8) Epoch 2, batch 16400, giga_loss[loss=0.2945, simple_loss=0.3624, pruned_loss=0.1133, over 12362.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02887, over 70.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3572, pruned_loss=0.1203, over 2475536.30 frames. utt_duration=457.6 frames, utt_pad_proportion=0.073, over 21708.95 utterances.], libri_tot_loss[loss=0.308, simple_loss=0.3632, pruned_loss=0.1264, over 2466858.53 frames. utt_duration=1259 frames, utt_pad_proportion=0.05578, over 7844.89 utterances.], giga_tot_loss[loss=0.2991, simple_loss=0.3576, pruned_loss=0.1203, over 2475934.09 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07417, over 23299.72 utterances.], batch size: 70, lr: 1.02e-03
2022-08-21 02:07:29,617 INFO [train.py:927] (4/8) Epoch 2, batch 16450, giga_loss[loss=0.3333, simple_loss=0.3812, pruned_loss=0.1428, over 12410.00 frames. utt_duration=371.8 frames, utt_pad_proportion=0.04657, over 134.00 utterances.], tot_loss[loss=0.2992, simple_loss=0.3569, pruned_loss=0.1208, over 2473749.40 frames. utt_duration=457 frames, utt_pad_proportion=0.07688, over 21722.16 utterances.], libri_tot_loss[loss=0.3078, simple_loss=0.363, pruned_loss=0.1263, over 2466786.02 frames. utt_duration=1258 frames, utt_pad_proportion=0.05545, over 7852.15 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3573, pruned_loss=0.1209, over 2474237.63 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07781, over 23154.45 utterances.], batch size: 134, lr: 1.02e-03
2022-08-21 02:09:16,330 INFO [train.py:927] (4/8) Epoch 2, batch 16500, giga_loss[loss=0.3098, simple_loss=0.3647, pruned_loss=0.1275, over 12403.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.0507, over 161.00 utterances.], tot_loss[loss=0.3039, simple_loss=0.3622, pruned_loss=0.1228, over 2473832.86 frames. utt_duration=464.7 frames, utt_pad_proportion=0.0744, over 21359.45 utterances.], libri_tot_loss[loss=0.3099, simple_loss=0.3666, pruned_loss=0.1266, over 2467043.84 frames. utt_duration=1264 frames, utt_pad_proportion=0.05448, over 7817.10 utterances.], giga_tot_loss[loss=0.3022, simple_loss=0.3594, pruned_loss=0.1225, over 2474132.20 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07574, over 22842.56 utterances.], batch size: 161, lr: 1.02e-03
2022-08-21 02:11:02,258 INFO [train.py:927] (4/8) Epoch 2, batch 16550, giga_loss[loss=0.3342, simple_loss=0.3776, pruned_loss=0.1454, over 12382.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06458, over 183.00 utterances.], tot_loss[loss=0.3051, simple_loss=0.3622, pruned_loss=0.124, over 2474165.49 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07633, over 21227.36 utterances.], libri_tot_loss[loss=0.3104, simple_loss=0.3667, pruned_loss=0.1271, over 2467618.44 frames. utt_duration=1264 frames, utt_pad_proportion=0.05379, over 7817.57 utterances.], giga_tot_loss[loss=0.3031, simple_loss=0.3597, pruned_loss=0.1233, over 2474089.32 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07766, over 22767.33 utterances.], batch size: 183, lr: 1.02e-03
2022-08-21 02:12:47,203 INFO [train.py:927] (4/8) Epoch 2, batch 16600, giga_loss[loss=0.2784, simple_loss=0.342, pruned_loss=0.1075, over 12312.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03542, over 51.00 utterances.], tot_loss[loss=0.3047, simple_loss=0.3614, pruned_loss=0.124, over 2474339.70 frames. utt_duration=458.7 frames, utt_pad_proportion=0.079, over 21648.71 utterances.], libri_tot_loss[loss=0.31, simple_loss=0.3662, pruned_loss=0.1269, over 2467617.74 frames. utt_duration=1267 frames, utt_pad_proportion=0.053, over 7797.30 utterances.], giga_tot_loss[loss=0.3034, simple_loss=0.3598, pruned_loss=0.1236, over 2474396.61 frames. utt_duration=429.2 frames, utt_pad_proportion=0.08026, over 23141.56 utterances.], batch size: 51, lr: 1.01e-03
2022-08-21 02:14:34,515 INFO [train.py:927] (4/8) Epoch 2, batch 16650, giga_loss[loss=0.2889, simple_loss=0.3517, pruned_loss=0.1131, over 12407.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02421, over 48.00 utterances.], tot_loss[loss=0.3031, simple_loss=0.3607, pruned_loss=0.1228, over 2475208.29 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07235, over 20538.03 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3659, pruned_loss=0.1268, over 2468002.09 frames. utt_duration=1266 frames, utt_pad_proportion=0.05263, over 7810.23 utterances.], giga_tot_loss[loss=0.3022, simple_loss=0.3595, pruned_loss=0.1224, over 2475101.29 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07416, over 22085.67 utterances.], batch size: 48, lr: 1.01e-03
2022-08-21 02:16:16,330 INFO [train.py:927] (4/8) Epoch 2, batch 16700, libri_loss[loss=0.2636, simple_loss=0.3213, pruned_loss=0.1029, over 12357.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005047, over 33.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.3613, pruned_loss=0.1236, over 2474213.04 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06957, over 20043.66 utterances.], libri_tot_loss[loss=0.3085, simple_loss=0.3647, pruned_loss=0.1262, over 2467619.71 frames. utt_duration=1259 frames, utt_pad_proportion=0.05539, over 7847.88 utterances.], giga_tot_loss[loss=0.3044, simple_loss=0.3613, pruned_loss=0.1238, over 2474708.05 frames. utt_duration=457 frames, utt_pad_proportion=0.07045, over 21727.88 utterances.], batch size: 33, lr: 1.01e-03
2022-08-21 02:18:00,490 INFO [train.py:927] (4/8) Epoch 2, batch 16750, giga_loss[loss=0.3052, simple_loss=0.3707, pruned_loss=0.1199, over 12385.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06495, over 183.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3601, pruned_loss=0.1226, over 2474186.67 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07382, over 20255.11 utterances.], libri_tot_loss[loss=0.3071, simple_loss=0.3633, pruned_loss=0.1254, over 2467415.95 frames. utt_duration=1255 frames, utt_pad_proportion=0.05773, over 7872.46 utterances.], giga_tot_loss[loss=0.304, simple_loss=0.3612, pruned_loss=0.1234, over 2475071.70 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07368, over 22167.07 utterances.], batch size: 183, lr: 1.01e-03
2022-08-21 02:19:44,469 INFO [train.py:927] (4/8) Epoch 2, batch 16800, giga_loss[loss=0.3442, simple_loss=0.3656, pruned_loss=0.1614, over 12346.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2091, over 371.00 utterances.], tot_loss[loss=0.303, simple_loss=0.3608, pruned_loss=0.1225, over 2474633.11 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07528, over 20755.80 utterances.], libri_tot_loss[loss=0.3068, simple_loss=0.3631, pruned_loss=0.1252, over 2467192.09 frames. utt_duration=1261 frames, utt_pad_proportion=0.05618, over 7838.49 utterances.], giga_tot_loss[loss=0.3041, simple_loss=0.3619, pruned_loss=0.1232, over 2475786.01 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07567, over 22726.19 utterances.], batch size: 371, lr: 1.01e-03
2022-08-21 02:21:26,351 INFO [train.py:927] (4/8) Epoch 2, batch 16850, giga_loss[loss=0.3076, simple_loss=0.3673, pruned_loss=0.124, over 12454.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03396, over 86.00 utterances.], tot_loss[loss=0.2997, simple_loss=0.3583, pruned_loss=0.1206, over 2474986.01 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07161, over 20198.60 utterances.], libri_tot_loss[loss=0.306, simple_loss=0.3624, pruned_loss=0.1248, over 2467335.01 frames. utt_duration=1264 frames, utt_pad_proportion=0.05523, over 7819.81 utterances.], giga_tot_loss[loss=0.3012, simple_loss=0.3596, pruned_loss=0.1214, over 2475937.44 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07265, over 22059.64 utterances.], batch size: 86, lr: 1.01e-03
2022-08-21 02:23:11,174 INFO [train.py:927] (4/8) Epoch 2, batch 16900, giga_loss[loss=0.2458, simple_loss=0.3243, pruned_loss=0.08365, over 12264.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03709, over 28.00 utterances.], tot_loss[loss=0.3037, simple_loss=0.3617, pruned_loss=0.1228, over 2474104.96 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07368, over 20758.10 utterances.], libri_tot_loss[loss=0.3069, simple_loss=0.3635, pruned_loss=0.1251, over 2466939.76 frames. utt_duration=1255 frames, utt_pad_proportion=0.0592, over 7870.85 utterances.], giga_tot_loss[loss=0.304, simple_loss=0.3617, pruned_loss=0.1231, over 2475393.62 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07332, over 22484.96 utterances.], batch size: 28, lr: 1.01e-03
2022-08-21 02:24:57,398 INFO [train.py:927] (4/8) Epoch 2, batch 16950, libri_loss[loss=0.3095, simple_loss=0.3594, pruned_loss=0.1299, over 12312.00 frames. utt_duration=967.2 frames, utt_pad_proportion=0.06463, over 51.00 utterances.], tot_loss[loss=0.3039, simple_loss=0.3614, pruned_loss=0.1233, over 2475176.20 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07555, over 20845.30 utterances.], libri_tot_loss[loss=0.3065, simple_loss=0.363, pruned_loss=0.125, over 2467505.53 frames. utt_duration=1245 frames, utt_pad_proportion=0.06201, over 7936.11 utterances.], giga_tot_loss[loss=0.3044, simple_loss=0.3618, pruned_loss=0.1235, over 2475959.67 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07448, over 22663.61 utterances.], batch size: 51, lr: 1.01e-03
2022-08-21 02:26:42,505 INFO [train.py:927] (4/8) Epoch 2, batch 17000, giga_loss[loss=0.2916, simple_loss=0.3563, pruned_loss=0.1135, over 12381.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03494, over 122.00 utterances.], tot_loss[loss=0.3062, simple_loss=0.3624, pruned_loss=0.125, over 2475091.02 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07955, over 21762.39 utterances.], libri_tot_loss[loss=0.3064, simple_loss=0.3628, pruned_loss=0.1249, over 2467793.23 frames. utt_duration=1248 frames, utt_pad_proportion=0.06079, over 7920.91 utterances.], giga_tot_loss[loss=0.3066, simple_loss=0.3628, pruned_loss=0.1252, over 2475639.30 frames. utt_duration=422.6 frames, utt_pad_proportion=0.07889, over 23511.76 utterances.], batch size: 122, lr: 1.01e-03
2022-08-21 02:28:25,396 INFO [train.py:927] (4/8) Epoch 2, batch 17050, giga_loss[loss=0.301, simple_loss=0.3624, pruned_loss=0.1198, over 12454.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03047, over 80.00 utterances.], tot_loss[loss=0.3069, simple_loss=0.3626, pruned_loss=0.1256, over 2475011.28 frames. utt_duration=445.3 frames, utt_pad_proportion=0.08244, over 22308.09 utterances.], libri_tot_loss[loss=0.3064, simple_loss=0.3627, pruned_loss=0.1251, over 2468017.05 frames. utt_duration=1250 frames, utt_pad_proportion=0.05956, over 7909.36 utterances.], giga_tot_loss[loss=0.3072, simple_loss=0.3631, pruned_loss=0.1257, over 2475428.71 frames. utt_duration=412.2 frames, utt_pad_proportion=0.0823, over 24108.34 utterances.], batch size: 80, lr: 1.01e-03
2022-08-21 02:30:08,819 INFO [train.py:927] (4/8) Epoch 2, batch 17100, giga_loss[loss=0.2154, simple_loss=0.298, pruned_loss=0.06636, over 12377.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04555, over 26.00 utterances.], tot_loss[loss=0.3049, simple_loss=0.362, pruned_loss=0.1239, over 2475735.50 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07945, over 22149.98 utterances.], libri_tot_loss[loss=0.3059, simple_loss=0.3626, pruned_loss=0.1246, over 2468216.94 frames. utt_duration=1253 frames, utt_pad_proportion=0.05807, over 7890.79 utterances.], giga_tot_loss[loss=0.3056, simple_loss=0.3625, pruned_loss=0.1244, over 2476141.23 frames. utt_duration=412.8 frames, utt_pad_proportion=0.08021, over 24080.24 utterances.], batch size: 26, lr: 1.01e-03
2022-08-21 02:31:50,953 INFO [train.py:927] (4/8) Epoch 2, batch 17150, libri_loss[loss=0.2786, simple_loss=0.3439, pruned_loss=0.1067, over 12186.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006048, over 33.00 utterances.], tot_loss[loss=0.3023, simple_loss=0.3603, pruned_loss=0.1221, over 2475634.80 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07712, over 21266.62 utterances.], libri_tot_loss[loss=0.3059, simple_loss=0.3628, pruned_loss=0.1246, over 2468281.23 frames. utt_duration=1245 frames, utt_pad_proportion=0.0587, over 7942.80 utterances.], giga_tot_loss[loss=0.3028, simple_loss=0.3605, pruned_loss=0.1225, over 2476085.03 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07794, over 23073.83 utterances.], batch size: 33, lr: 1.01e-03
2022-08-21 02:33:36,404 INFO [train.py:927] (4/8) Epoch 2, batch 17200, giga_loss[loss=0.2761, simple_loss=0.3399, pruned_loss=0.1062, over 12398.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05369, over 162.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3572, pruned_loss=0.1203, over 2475791.89 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07747, over 21477.74 utterances.], libri_tot_loss[loss=0.3057, simple_loss=0.3626, pruned_loss=0.1244, over 2468077.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.05809, over 7920.78 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3576, pruned_loss=0.1207, over 2476409.17 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07833, over 23090.38 utterances.], batch size: 162, lr: 1.01e-03
2022-08-21 02:35:21,222 INFO [train.py:927] (4/8) Epoch 2, batch 17250, giga_loss[loss=0.2564, simple_loss=0.3285, pruned_loss=0.09212, over 12443.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.297, simple_loss=0.3551, pruned_loss=0.1195, over 2475601.12 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07937, over 21359.62 utterances.], libri_tot_loss[loss=0.306, simple_loss=0.3628, pruned_loss=0.1246, over 2468648.34 frames. utt_duration=1239 frames, utt_pad_proportion=0.06108, over 7978.55 utterances.], giga_tot_loss[loss=0.297, simple_loss=0.3549, pruned_loss=0.1195, over 2475787.66 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07936, over 22965.72 utterances.], batch size: 75, lr: 1.01e-03
2022-08-21 02:37:08,010 INFO [train.py:927] (4/8) Epoch 2, batch 17300, giga_loss[loss=0.27, simple_loss=0.3427, pruned_loss=0.09864, over 12397.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05831, over 182.00 utterances.], tot_loss[loss=0.2945, simple_loss=0.3532, pruned_loss=0.1179, over 2475875.22 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07909, over 21149.93 utterances.], libri_tot_loss[loss=0.3057, simple_loss=0.3626, pruned_loss=0.1244, over 2468678.11 frames. utt_duration=1242 frames, utt_pad_proportion=0.05993, over 7957.36 utterances.], giga_tot_loss[loss=0.2945, simple_loss=0.3531, pruned_loss=0.118, over 2476151.86 frames. utt_duration=437 frames, utt_pad_proportion=0.0796, over 22744.60 utterances.], batch size: 182, lr: 1.01e-03
2022-08-21 02:38:52,732 INFO [train.py:927] (4/8) Epoch 2, batch 17350, giga_loss[loss=0.2625, simple_loss=0.3382, pruned_loss=0.09336, over 12402.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03912, over 105.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.3511, pruned_loss=0.1141, over 2476396.47 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07529, over 21110.70 utterances.], libri_tot_loss[loss=0.3049, simple_loss=0.3618, pruned_loss=0.124, over 2468792.15 frames. utt_duration=1244 frames, utt_pad_proportion=0.05893, over 7945.00 utterances.], giga_tot_loss[loss=0.29, simple_loss=0.3514, pruned_loss=0.1143, over 2476703.59 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07639, over 22727.94 utterances.], batch size: 105, lr: 1.01e-03
2022-08-21 02:40:44,411 INFO [train.py:927] (4/8) Epoch 2, batch 17400, giga_loss[loss=0.2468, simple_loss=0.3306, pruned_loss=0.08147, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03651, over 105.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3472, pruned_loss=0.1095, over 2476658.06 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07784, over 22748.68 utterances.], libri_tot_loss[loss=0.305, simple_loss=0.3621, pruned_loss=0.124, over 2468940.43 frames. utt_duration=1240 frames, utt_pad_proportion=0.05907, over 7972.79 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.347, pruned_loss=0.1095, over 2476868.48 frames. utt_duration=411 frames, utt_pad_proportion=0.07858, over 24192.62 utterances.], batch size: 105, lr: 1.01e-03
2022-08-21 02:42:26,463 INFO [train.py:927] (4/8) Epoch 2, batch 17450, giga_loss[loss=0.2423, simple_loss=0.3259, pruned_loss=0.07932, over 12300.00 frames. utt_duration=912.6 frames, utt_pad_proportion=0.02495, over 54.00 utterances.], tot_loss[loss=0.278, simple_loss=0.3454, pruned_loss=0.1053, over 2476823.27 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07874, over 23073.79 utterances.], libri_tot_loss[loss=0.3064, simple_loss=0.3635, pruned_loss=0.1247, over 2469229.08 frames. utt_duration=1216 frames, utt_pad_proportion=0.06745, over 8129.41 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3438, pruned_loss=0.1045, over 2476836.12 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07697, over 24274.61 utterances.], batch size: 54, lr: 1.00e-03
2022-08-21 02:44:09,181 INFO [train.py:927] (4/8) Epoch 2, batch 17500, giga_loss[loss=0.2656, simple_loss=0.3375, pruned_loss=0.09686, over 12446.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03535, over 98.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3428, pruned_loss=0.1028, over 2476334.00 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07596, over 23207.28 utterances.], libri_tot_loss[loss=0.3058, simple_loss=0.363, pruned_loss=0.1243, over 2469396.29 frames. utt_duration=1221 frames, utt_pad_proportion=0.06662, over 8098.14 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3416, pruned_loss=0.1021, over 2476327.48 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07497, over 24434.74 utterances.], batch size: 98, lr: 1.00e-03
2022-08-21 02:45:51,751 INFO [train.py:927] (4/8) Epoch 2, batch 17550, giga_loss[loss=0.2516, simple_loss=0.324, pruned_loss=0.08958, over 12390.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05859, over 182.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3389, pruned_loss=0.09969, over 2476281.84 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07645, over 23984.61 utterances.], libri_tot_loss[loss=0.3058, simple_loss=0.3629, pruned_loss=0.1244, over 2469454.52 frames. utt_duration=1218 frames, utt_pad_proportion=0.0665, over 8120.53 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3377, pruned_loss=0.09879, over 2476324.03 frames. utt_duration=395.4 frames, utt_pad_proportion=0.07573, over 25146.75 utterances.], batch size: 182, lr: 1.00e-03
2022-08-21 02:47:34,178 INFO [train.py:927] (4/8) Epoch 2, batch 17600, giga_loss[loss=0.2466, simple_loss=0.3223, pruned_loss=0.08542, over 12398.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.03003, over 62.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3371, pruned_loss=0.09793, over 2475999.97 frames. utt_duration=411.5 frames, utt_pad_proportion=0.07659, over 24156.26 utterances.], libri_tot_loss[loss=0.3059, simple_loss=0.363, pruned_loss=0.1244, over 2469363.41 frames. utt_duration=1219 frames, utt_pad_proportion=0.06598, over 8114.36 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.336, pruned_loss=0.09694, over 2476168.61 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07619, over 25216.62 utterances.], batch size: 62, lr: 1.00e-03
2022-08-21 02:49:15,435 INFO [train.py:927] (4/8) Epoch 2, batch 17650, giga_loss[loss=0.2229, simple_loss=0.3068, pruned_loss=0.06953, over 12380.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03034, over 97.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3347, pruned_loss=0.09495, over 2476154.12 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07263, over 23636.48 utterances.], libri_tot_loss[loss=0.306, simple_loss=0.3633, pruned_loss=0.1243, over 2469167.76 frames. utt_duration=1219 frames, utt_pad_proportion=0.06533, over 8109.30 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3328, pruned_loss=0.09349, over 2476664.45 frames. utt_duration=399 frames, utt_pad_proportion=0.07271, over 24919.64 utterances.], batch size: 97, lr: 1.00e-03
2022-08-21 02:50:59,431 INFO [train.py:927] (4/8) Epoch 2, batch 17700, giga_loss[loss=0.2447, simple_loss=0.313, pruned_loss=0.08815, over 12456.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03415, over 98.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3297, pruned_loss=0.09192, over 2476184.12 frames. utt_duration=416.7 frames, utt_pad_proportion=0.07094, over 23855.48 utterances.], libri_tot_loss[loss=0.3048, simple_loss=0.3623, pruned_loss=0.1237, over 2469132.34 frames. utt_duration=1226 frames, utt_pad_proportion=0.06404, over 8063.55 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3283, pruned_loss=0.09055, over 2476802.29 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07147, over 25316.57 utterances.], batch size: 98, lr: 1.00e-03
2022-08-21 02:52:44,092 INFO [train.py:927] (4/8) Epoch 2, batch 17750, giga_loss[loss=0.2448, simple_loss=0.3235, pruned_loss=0.08311, over 12427.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03817, over 133.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3274, pruned_loss=0.09072, over 2475920.40 frames. utt_duration=415.8 frames, utt_pad_proportion=0.07339, over 23902.33 utterances.], libri_tot_loss[loss=0.3041, simple_loss=0.3617, pruned_loss=0.1233, over 2469024.14 frames. utt_duration=1228 frames, utt_pad_proportion=0.06348, over 8054.21 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3259, pruned_loss=0.08908, over 2476703.43 frames. utt_duration=389.7 frames, utt_pad_proportion=0.07391, over 25514.21 utterances.], batch size: 133, lr: 1.00e-03
2022-08-21 02:54:41,115 INFO [train.py:927] (4/8) Epoch 2, batch 17800, giga_loss[loss=0.2566, simple_loss=0.3438, pruned_loss=0.08467, over 12409.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3304, pruned_loss=0.09218, over 2476100.92 frames. utt_duration=399.8 frames, utt_pad_proportion=0.07532, over 24862.29 utterances.], libri_tot_loss[loss=0.3039, simple_loss=0.3615, pruned_loss=0.1232, over 2469180.30 frames. utt_duration=1231 frames, utt_pad_proportion=0.06194, over 8030.80 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3282, pruned_loss=0.08993, over 2476808.87 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07614, over 26711.84 utterances.], batch size: 133, lr: 1.00e-03
2022-08-21 02:56:44,380 INFO [train.py:927] (4/8) Epoch 2, batch 17850, giga_loss[loss=0.2287, simple_loss=0.3086, pruned_loss=0.07441, over 12364.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02769, over 66.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3297, pruned_loss=0.09178, over 2476547.46 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07121, over 24557.17 utterances.], libri_tot_loss[loss=0.3033, simple_loss=0.3607, pruned_loss=0.1229, over 2469460.74 frames. utt_duration=1219 frames, utt_pad_proportion=0.06598, over 8113.71 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3278, pruned_loss=0.08921, over 2477085.79 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07124, over 26498.73 utterances.], batch size: 66, lr: 1.00e-03
2022-08-21 02:58:40,526 INFO [train.py:927] (4/8) Epoch 2, batch 17900, giga_loss[loss=0.2549, simple_loss=0.3364, pruned_loss=0.08668, over 12354.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03135, over 104.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3285, pruned_loss=0.09064, over 2476523.63 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07497, over 25084.86 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3602, pruned_loss=0.123, over 2469385.49 frames. utt_duration=1202 frames, utt_pad_proportion=0.07353, over 8225.99 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3262, pruned_loss=0.08739, over 2477236.78 frames. utt_duration=366.9 frames, utt_pad_proportion=0.07279, over 27109.14 utterances.], batch size: 104, lr: 1.00e-03
2022-08-21 03:00:47,246 INFO [train.py:927] (4/8) Epoch 2, batch 17950, giga_loss[loss=0.2545, simple_loss=0.3313, pruned_loss=0.08882, over 12373.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02677, over 91.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3255, pruned_loss=0.08928, over 2476544.00 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07085, over 24255.96 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3593, pruned_loss=0.1224, over 2469600.64 frames. utt_duration=1209 frames, utt_pad_proportion=0.07165, over 8179.71 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3235, pruned_loss=0.08616, over 2477124.87 frames. utt_duration=375.9 frames, utt_pad_proportion=0.0699, over 26450.36 utterances.], batch size: 91, lr: 9.99e-04
2022-08-21 03:02:39,109 INFO [train.py:927] (4/8) Epoch 2, batch 18000, giga_loss[loss=0.2524, simple_loss=0.3336, pruned_loss=0.08562, over 12444.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02864, over 122.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3237, pruned_loss=0.08789, over 2477095.20 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07215, over 24964.87 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.359, pruned_loss=0.1222, over 2469797.21 frames. utt_duration=1212 frames, utt_pad_proportion=0.07052, over 8164.22 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3218, pruned_loss=0.08503, over 2477505.12 frames. utt_duration=368.4 frames, utt_pad_proportion=0.07161, over 26997.82 utterances.], batch size: 122, lr: 9.99e-04
2022-08-21 03:02:39,110 INFO [train.py:958] (4/8) Computing validation loss
2022-08-21 03:02:53,873 INFO [train.py:967] (4/8) Epoch 2, validation: loss=0.2179, simple_loss=0.3203, pruned_loss=0.05773, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 03:04:58,777 INFO [train.py:927] (4/8) Epoch 2, batch 18050, giga_loss[loss=0.2525, simple_loss=0.3299, pruned_loss=0.08749, over 12372.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.0427, over 133.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3261, pruned_loss=0.08838, over 2477266.91 frames. utt_duration=407.9 frames, utt_pad_proportion=0.07041, over 24370.74 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3594, pruned_loss=0.1224, over 2469437.22 frames. utt_duration=1213 frames, utt_pad_proportion=0.0698, over 8151.53 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3233, pruned_loss=0.08494, over 2478131.30 frames. utt_duration=376 frames, utt_pad_proportion=0.07026, over 26453.77 utterances.], batch size: 133, lr: 9.98e-04
2022-08-21 03:07:06,760 INFO [train.py:927] (4/8) Epoch 2, batch 18100, giga_loss[loss=0.2349, simple_loss=0.3172, pruned_loss=0.07628, over 12417.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03929, over 133.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3237, pruned_loss=0.08644, over 2477372.28 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06719, over 23862.51 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.3589, pruned_loss=0.1223, over 2469359.43 frames. utt_duration=1217 frames, utt_pad_proportion=0.06908, over 8124.40 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3214, pruned_loss=0.08341, over 2478225.67 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06747, over 25740.90 utterances.], batch size: 133, lr: 9.98e-04
2022-08-21 03:09:10,427 INFO [train.py:927] (4/8) Epoch 2, batch 18150, giga_loss[loss=0.233, simple_loss=0.3063, pruned_loss=0.07986, over 12395.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.0945, over 255.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3244, pruned_loss=0.0844, over 2477680.99 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06628, over 24328.49 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.3589, pruned_loss=0.1223, over 2469359.43 frames. utt_duration=1217 frames, utt_pad_proportion=0.06908, over 8124.40 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3226, pruned_loss=0.08205, over 2478345.19 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06655, over 25790.47 utterances.], batch size: 255, lr: 9.97e-04
2022-08-21 03:11:18,526 INFO [train.py:927] (4/8) Epoch 2, batch 18200, giga_loss[loss=0.2203, simple_loss=0.311, pruned_loss=0.06479, over 12357.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.02965, over 51.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3247, pruned_loss=0.08329, over 2478160.44 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06793, over 24956.41 utterances.], libri_tot_loss[loss=0.3024, simple_loss=0.3594, pruned_loss=0.1227, over 2469519.81 frames. utt_duration=1210 frames, utt_pad_proportion=0.06974, over 8171.17 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3225, pruned_loss=0.08063, over 2478655.54 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06787, over 26273.30 utterances.], batch size: 51, lr: 9.96e-04
2022-08-21 03:13:21,369 INFO [train.py:927] (4/8) Epoch 2, batch 18250, giga_loss[loss=0.2665, simple_loss=0.3352, pruned_loss=0.09895, over 12375.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03836, over 113.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3267, pruned_loss=0.08585, over 2478834.21 frames. utt_duration=386.9 frames, utt_pad_proportion=0.07071, over 25707.13 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.3594, pruned_loss=0.1225, over 2469942.03 frames. utt_duration=1207 frames, utt_pad_proportion=0.07002, over 8198.05 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3241, pruned_loss=0.08299, over 2479049.33 frames. utt_duration=367 frames, utt_pad_proportion=0.07043, over 27111.70 utterances.], batch size: 113, lr: 9.96e-04
2022-08-21 03:15:50,449 INFO [train.py:927] (4/8) Epoch 2, batch 18300, giga_loss[loss=0.2574, simple_loss=0.3307, pruned_loss=0.09203, over 12418.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05793, over 182.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.329, pruned_loss=0.08778, over 2478809.05 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07053, over 24819.97 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.361, pruned_loss=0.1231, over 2470129.48 frames. utt_duration=1212 frames, utt_pad_proportion=0.06841, over 8162.50 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3248, pruned_loss=0.084, over 2479055.93 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07079, over 26445.40 utterances.], batch size: 182, lr: 9.95e-04
2022-08-21 03:18:00,132 INFO [train.py:927] (4/8) Epoch 2, batch 18350, giga_loss[loss=0.2352, simple_loss=0.3138, pruned_loss=0.0783, over 12384.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05555, over 181.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3265, pruned_loss=0.08662, over 2479098.10 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06925, over 24754.17 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3607, pruned_loss=0.1232, over 2470357.63 frames. utt_duration=1201 frames, utt_pad_proportion=0.07213, over 8235.41 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3225, pruned_loss=0.08265, over 2479286.21 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06843, over 26361.71 utterances.], batch size: 181, lr: 9.95e-04
2022-08-21 03:20:03,598 INFO [train.py:927] (4/8) Epoch 2, batch 18400, giga_loss[loss=0.2174, simple_loss=0.3088, pruned_loss=0.06303, over 12418.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06971, over 212.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3244, pruned_loss=0.08574, over 2479071.74 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06936, over 24278.15 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3606, pruned_loss=0.1233, over 2470302.17 frames. utt_duration=1194 frames, utt_pad_proportion=0.07512, over 8285.13 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3207, pruned_loss=0.08183, over 2479420.07 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06784, over 25800.12 utterances.], batch size: 212, lr: 9.94e-04
2022-08-21 03:22:03,292 INFO [train.py:927] (4/8) Epoch 2, batch 18450, giga_loss[loss=0.2628, simple_loss=0.3323, pruned_loss=0.0966, over 12434.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.03999, over 114.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3239, pruned_loss=0.08625, over 2479257.42 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06804, over 23991.79 utterances.], libri_tot_loss[loss=0.3032, simple_loss=0.36, pruned_loss=0.1232, over 2470470.53 frames. utt_duration=1196 frames, utt_pad_proportion=0.07341, over 8276.28 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3204, pruned_loss=0.0821, over 2479649.88 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06735, over 25721.08 utterances.], batch size: 114, lr: 9.94e-04
2022-08-21 03:24:08,711 INFO [train.py:927] (4/8) Epoch 2, batch 18500, giga_loss[loss=0.2656, simple_loss=0.3407, pruned_loss=0.09529, over 12440.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.03117, over 122.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3238, pruned_loss=0.08657, over 2479157.41 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06814, over 23330.27 utterances.], libri_tot_loss[loss=0.3027, simple_loss=0.3599, pruned_loss=0.1228, over 2470648.90 frames. utt_duration=1187 frames, utt_pad_proportion=0.07585, over 8337.22 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3203, pruned_loss=0.08278, over 2479491.20 frames. utt_duration=398 frames, utt_pad_proportion=0.06675, over 24990.62 utterances.], batch size: 122, lr: 9.93e-04
2022-08-21 03:26:20,988 INFO [train.py:927] (4/8) Epoch 2, batch 18550, giga_loss[loss=0.2308, simple_loss=0.3253, pruned_loss=0.06813, over 12261.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03717, over 28.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3254, pruned_loss=0.08686, over 2479325.94 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06989, over 23708.47 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.3592, pruned_loss=0.1224, over 2470947.69 frames. utt_duration=1180 frames, utt_pad_proportion=0.0791, over 8389.39 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3225, pruned_loss=0.08362, over 2479482.30 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06779, over 25241.31 utterances.], batch size: 28, lr: 9.93e-04
2022-08-21 03:28:36,676 INFO [train.py:927] (4/8) Epoch 2, batch 18600, giga_loss[loss=0.232, simple_loss=0.3033, pruned_loss=0.08031, over 12383.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.0503, over 161.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3226, pruned_loss=0.08575, over 2479613.74 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06929, over 23685.23 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.3589, pruned_loss=0.1222, over 2470916.21 frames. utt_duration=1182 frames, utt_pad_proportion=0.07816, over 8372.82 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3201, pruned_loss=0.08269, over 2479914.69 frames. utt_duration=395 frames, utt_pad_proportion=0.06787, over 25190.05 utterances.], batch size: 161, lr: 9.92e-04
2022-08-21 03:30:34,202 INFO [train.py:927] (4/8) Epoch 2, batch 18650, giga_loss[loss=0.2036, simple_loss=0.2771, pruned_loss=0.06503, over 12369.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1913, over 363.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3178, pruned_loss=0.08363, over 2479015.78 frames. utt_duration=433.6 frames, utt_pad_proportion=0.06961, over 22930.80 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3585, pruned_loss=0.1219, over 2470964.91 frames. utt_duration=1172 frames, utt_pad_proportion=0.08063, over 8447.51 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3145, pruned_loss=0.07996, over 2479584.01 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06742, over 24675.07 utterances.], batch size: 363, lr: 9.92e-04
2022-08-21 03:32:31,616 INFO [train.py:927] (4/8) Epoch 2, batch 18700, giga_loss[loss=0.2196, simple_loss=0.3, pruned_loss=0.06963, over 12440.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.0268, over 122.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3191, pruned_loss=0.08429, over 2478624.14 frames. utt_duration=429.2 frames, utt_pad_proportion=0.068, over 23164.55 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.359, pruned_loss=0.122, over 2470868.79 frames. utt_duration=1169 frames, utt_pad_proportion=0.08055, over 8468.54 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3156, pruned_loss=0.08085, over 2479262.33 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06637, over 24723.73 utterances.], batch size: 122, lr: 9.91e-04
2022-08-21 03:34:36,947 INFO [train.py:927] (4/8) Epoch 2, batch 18750, giga_loss[loss=0.2284, simple_loss=0.3037, pruned_loss=0.07652, over 12382.00 frames. utt_duration=472.8 frames, utt_pad_proportion=0.04107, over 105.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.317, pruned_loss=0.08268, over 2478465.20 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06929, over 23648.64 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3588, pruned_loss=0.1219, over 2470847.89 frames. utt_duration=1173 frames, utt_pad_proportion=0.07947, over 8436.47 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3137, pruned_loss=0.07933, over 2479125.51 frames. utt_duration=394.9 frames, utt_pad_proportion=0.0682, over 25183.50 utterances.], batch size: 105, lr: 9.91e-04
2022-08-21 03:36:56,209 INFO [train.py:927] (4/8) Epoch 2, batch 18800, giga_loss[loss=0.2334, simple_loss=0.3098, pruned_loss=0.07848, over 12390.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06819, over 212.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3158, pruned_loss=0.08263, over 2478035.45 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07134, over 24555.25 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3589, pruned_loss=0.1219, over 2470888.33 frames. utt_duration=1173 frames, utt_pad_proportion=0.07878, over 8439.92 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3125, pruned_loss=0.07938, over 2478621.99 frames. utt_duration=382.6 frames, utt_pad_proportion=0.07059, over 25995.59 utterances.], batch size: 212, lr: 9.90e-04
2022-08-21 03:38:55,440 INFO [train.py:927] (4/8) Epoch 2, batch 18850, giga_loss[loss=0.2149, simple_loss=0.2942, pruned_loss=0.06782, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02973, over 45.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3175, pruned_loss=0.08477, over 2477603.18 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06872, over 24710.78 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3586, pruned_loss=0.122, over 2470811.06 frames. utt_duration=1174 frames, utt_pad_proportion=0.07739, over 8425.88 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3138, pruned_loss=0.08096, over 2478353.63 frames. utt_duration=376.8 frames, utt_pad_proportion=0.0686, over 26388.55 utterances.], batch size: 45, lr: 9.89e-04
2022-08-21 03:40:51,834 INFO [train.py:927] (4/8) Epoch 2, batch 18900, giga_loss[loss=0.2412, simple_loss=0.3134, pruned_loss=0.08448, over 12411.00 frames. utt_duration=277 frames, utt_pad_proportion=0.04803, over 180.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3166, pruned_loss=0.08339, over 2477621.39 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06783, over 24730.94 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3584, pruned_loss=0.1218, over 2470803.10 frames. utt_duration=1178 frames, utt_pad_proportion=0.07654, over 8400.60 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3133, pruned_loss=0.08009, over 2478314.62 frames. utt_duration=378.3 frames, utt_pad_proportion=0.06799, over 26287.69 utterances.], batch size: 180, lr: 9.89e-04
2022-08-21 03:42:53,304 INFO [train.py:927] (4/8) Epoch 2, batch 18950, giga_loss[loss=0.2282, simple_loss=0.2888, pruned_loss=0.08384, over 12381.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1855, over 361.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3183, pruned_loss=0.08274, over 2477578.73 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06913, over 25148.98 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3587, pruned_loss=0.1219, over 2470890.08 frames. utt_duration=1177 frames, utt_pad_proportion=0.07651, over 8410.60 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3153, pruned_loss=0.07989, over 2478076.44 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06918, over 26429.16 utterances.], batch size: 361, lr: 9.88e-04
2022-08-21 03:44:49,072 INFO [train.py:927] (4/8) Epoch 2, batch 19000, giga_loss[loss=0.2398, simple_loss=0.3098, pruned_loss=0.0849, over 12325.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03158, over 48.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3208, pruned_loss=0.08278, over 2476697.60 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06555, over 23949.64 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3604, pruned_loss=0.1219, over 2470380.80 frames. utt_duration=1185 frames, utt_pad_proportion=0.0746, over 8350.11 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3157, pruned_loss=0.07924, over 2477743.30 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06624, over 25543.53 utterances.], batch size: 48, lr: 9.88e-04
2022-08-21 03:46:49,268 INFO [train.py:927] (4/8) Epoch 2, batch 19050, giga_loss[loss=0.2274, simple_loss=0.3135, pruned_loss=0.07064, over 12363.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04706, over 146.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3195, pruned_loss=0.0816, over 2477116.36 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06142, over 23189.05 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3605, pruned_loss=0.1218, over 2470248.83 frames. utt_duration=1191 frames, utt_pad_proportion=0.07295, over 8310.48 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3142, pruned_loss=0.07769, over 2478259.59 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06264, over 24968.02 utterances.], batch size: 146, lr: 9.87e-04
2022-08-21 03:48:48,049 INFO [train.py:927] (4/8) Epoch 2, batch 19100, giga_loss[loss=0.209, simple_loss=0.2912, pruned_loss=0.06339, over 12435.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03484, over 105.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3189, pruned_loss=0.08196, over 2476840.07 frames. utt_duration=440.4 frames, utt_pad_proportion=0.05904, over 22556.30 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3602, pruned_loss=0.1218, over 2470273.52 frames. utt_duration=1190 frames, utt_pad_proportion=0.07149, over 8311.78 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3131, pruned_loss=0.07721, over 2478022.27 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06054, over 24591.60 utterances.], batch size: 105, lr: 9.87e-04
2022-08-21 03:50:54,848 INFO [train.py:927] (4/8) Epoch 2, batch 19150, libri_loss[loss=0.2781, simple_loss=0.333, pruned_loss=0.1116, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00551, over 34.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3211, pruned_loss=0.08356, over 2476773.97 frames. utt_duration=439.9 frames, utt_pad_proportion=0.05692, over 22584.78 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3593, pruned_loss=0.1213, over 2470180.63 frames. utt_duration=1196 frames, utt_pad_proportion=0.07021, over 8272.48 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3164, pruned_loss=0.07929, over 2477935.35 frames. utt_duration=404.5 frames, utt_pad_proportion=0.05858, over 24576.27 utterances.], batch size: 34, lr: 9.86e-04
2022-08-21 03:52:52,871 INFO [train.py:927] (4/8) Epoch 2, batch 19200, giga_loss[loss=0.2798, simple_loss=0.3498, pruned_loss=0.1049, over 12414.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03979, over 133.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3241, pruned_loss=0.08654, over 2476679.26 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06147, over 23840.61 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3594, pruned_loss=0.1216, over 2469984.57 frames. utt_duration=1188 frames, utt_pad_proportion=0.0732, over 8324.59 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3194, pruned_loss=0.08204, over 2477903.77 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06135, over 25707.02 utterances.], batch size: 133, lr: 9.86e-04
2022-08-21 03:54:52,802 INFO [train.py:927] (4/8) Epoch 2, batch 19250, giga_loss[loss=0.2684, simple_loss=0.338, pruned_loss=0.09942, over 12420.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.06983, over 213.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3277, pruned_loss=0.08823, over 2477000.65 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06353, over 24400.62 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3605, pruned_loss=0.1216, over 2469959.70 frames. utt_duration=1195 frames, utt_pad_proportion=0.07169, over 8277.37 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3221, pruned_loss=0.08369, over 2478208.12 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06369, over 26386.36 utterances.], batch size: 213, lr: 9.85e-04
2022-08-21 03:57:12,947 INFO [train.py:927] (4/8) Epoch 2, batch 19300, giga_loss[loss=0.2402, simple_loss=0.3154, pruned_loss=0.0825, over 12383.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02606, over 91.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.324, pruned_loss=0.08576, over 2477275.50 frames. utt_duration=402.8 frames, utt_pad_proportion=0.06365, over 24675.30 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3605, pruned_loss=0.1216, over 2469959.70 frames. utt_duration=1195 frames, utt_pad_proportion=0.07169, over 8277.37 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3196, pruned_loss=0.08223, over 2478215.29 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06377, over 26220.83 utterances.], batch size: 91, lr: 9.85e-04
2022-08-21 03:59:12,601 INFO [train.py:927] (4/8) Epoch 2, batch 19350, giga_loss[loss=0.2709, simple_loss=0.3337, pruned_loss=0.104, over 12416.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07031, over 213.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3223, pruned_loss=0.08455, over 2476952.03 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06002, over 23629.94 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3602, pruned_loss=0.1212, over 2469989.50 frames. utt_duration=1198 frames, utt_pad_proportion=0.07025, over 8257.22 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3179, pruned_loss=0.08084, over 2477899.28 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06065, over 25404.87 utterances.], batch size: 213, lr: 9.84e-04
2022-08-21 04:01:27,626 INFO [train.py:927] (4/8) Epoch 2, batch 19400, giga_loss[loss=0.2368, simple_loss=0.3219, pruned_loss=0.07588, over 12390.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04472, over 146.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3197, pruned_loss=0.08354, over 2477888.27 frames. utt_duration=422.5 frames, utt_pad_proportion=0.05919, over 23524.87 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3601, pruned_loss=0.1212, over 2470204.11 frames. utt_duration=1199 frames, utt_pad_proportion=0.06968, over 8252.66 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.316, pruned_loss=0.08034, over 2478506.35 frames. utt_duration=396.8 frames, utt_pad_proportion=0.05987, over 25060.25 utterances.], batch size: 146, lr: 9.84e-04
2022-08-21 04:03:30,902 INFO [train.py:927] (4/8) Epoch 2, batch 19450, libri_loss[loss=0.3914, simple_loss=0.4227, pruned_loss=0.18, over 12379.00 frames. utt_duration=414.1 frames, utt_pad_proportion=0.354, over 120.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3205, pruned_loss=0.08388, over 2477587.05 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06395, over 23944.71 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.3603, pruned_loss=0.1216, over 2470058.49 frames. utt_duration=1181 frames, utt_pad_proportion=0.07687, over 8377.41 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.316, pruned_loss=0.07968, over 2478464.02 frames. utt_duration=389.2 frames, utt_pad_proportion=0.0619, over 25552.55 utterances.], batch size: 120, lr: 9.83e-04
2022-08-21 04:05:21,722 INFO [train.py:927] (4/8) Epoch 2, batch 19500, giga_loss[loss=0.2388, simple_loss=0.3053, pruned_loss=0.08613, over 12378.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1792, over 358.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3215, pruned_loss=0.083, over 2477880.39 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06399, over 23810.05 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3599, pruned_loss=0.1213, over 2470009.06 frames. utt_duration=1187 frames, utt_pad_proportion=0.07486, over 8333.78 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.317, pruned_loss=0.07882, over 2478849.91 frames. utt_duration=388.5 frames, utt_pad_proportion=0.0628, over 25604.61 utterances.], batch size: 358, lr: 9.83e-04
2022-08-21 04:07:31,695 INFO [train.py:927] (4/8) Epoch 2, batch 19550, giga_loss[loss=0.2226, simple_loss=0.3106, pruned_loss=0.06728, over 12395.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0447, over 146.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3216, pruned_loss=0.08276, over 2478073.20 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06478, over 23820.63 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.36, pruned_loss=0.1215, over 2470039.03 frames. utt_duration=1169 frames, utt_pad_proportion=0.08157, over 8463.18 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3174, pruned_loss=0.07863, over 2478948.49 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06178, over 25400.02 utterances.], batch size: 146, lr: 9.82e-04
2022-08-21 04:09:44,937 INFO [train.py:927] (4/8) Epoch 2, batch 19600, giga_loss[loss=0.2405, simple_loss=0.3105, pruned_loss=0.08519, over 12369.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09562, over 255.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3216, pruned_loss=0.08324, over 2478372.96 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06607, over 23979.64 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3597, pruned_loss=0.1216, over 2470338.71 frames. utt_duration=1172 frames, utt_pad_proportion=0.07953, over 8443.50 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3172, pruned_loss=0.07842, over 2479111.21 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06398, over 25809.37 utterances.], batch size: 255, lr: 9.81e-04
2022-08-21 04:11:56,049 INFO [train.py:927] (4/8) Epoch 2, batch 19650, giga_loss[loss=0.2706, simple_loss=0.3536, pruned_loss=0.09384, over 12436.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03825, over 133.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3234, pruned_loss=0.08372, over 2477815.93 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06562, over 23867.88 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3592, pruned_loss=0.1214, over 2469948.46 frames. utt_duration=1166 frames, utt_pad_proportion=0.08169, over 8485.79 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3191, pruned_loss=0.0789, over 2478984.13 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06321, over 25780.47 utterances.], batch size: 133, lr: 9.81e-04
2022-08-21 04:14:14,544 INFO [train.py:927] (4/8) Epoch 2, batch 19700, giga_loss[loss=0.2132, simple_loss=0.2944, pruned_loss=0.06597, over 12452.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3233, pruned_loss=0.08313, over 2478099.63 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06424, over 23242.69 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3584, pruned_loss=0.1211, over 2469769.70 frames. utt_duration=1161 frames, utt_pad_proportion=0.08441, over 8523.14 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.32, pruned_loss=0.07895, over 2479329.16 frames. utt_duration=398 frames, utt_pad_proportion=0.06151, over 24993.24 utterances.], batch size: 75, lr: 9.80e-04
2022-08-21 04:16:36,407 INFO [train.py:927] (4/8) Epoch 2, batch 19750, giga_loss[loss=0.21, simple_loss=0.3068, pruned_loss=0.05663, over 12321.00 frames. utt_duration=705.1 frames, utt_pad_proportion=0.03018, over 70.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.321, pruned_loss=0.08181, over 2478662.13 frames. utt_duration=435.2 frames, utt_pad_proportion=0.06178, over 22840.79 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3587, pruned_loss=0.1215, over 2469813.03 frames. utt_duration=1150 frames, utt_pad_proportion=0.08819, over 8603.51 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3178, pruned_loss=0.07788, over 2479662.53 frames. utt_duration=409.8 frames, utt_pad_proportion=0.05854, over 24275.20 utterances.], batch size: 70, lr: 9.80e-04
2022-08-21 04:18:36,397 INFO [train.py:927] (4/8) Epoch 2, batch 19800, giga_loss[loss=0.2528, simple_loss=0.3338, pruned_loss=0.08592, over 12299.00 frames. utt_duration=746.9 frames, utt_pad_proportion=0.02997, over 66.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3228, pruned_loss=0.08253, over 2478640.15 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06245, over 23509.13 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3599, pruned_loss=0.1216, over 2469759.44 frames. utt_duration=1150 frames, utt_pad_proportion=0.08764, over 8603.62 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3186, pruned_loss=0.07853, over 2479664.31 frames. utt_duration=399.1 frames, utt_pad_proportion=0.05991, over 24924.12 utterances.], batch size: 66, lr: 9.79e-04
2022-08-21 04:20:32,290 INFO [train.py:927] (4/8) Epoch 2, batch 19850, giga_loss[loss=0.2243, simple_loss=0.3088, pruned_loss=0.06989, over 12346.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03452, over 62.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3244, pruned_loss=0.08319, over 2478456.41 frames. utt_duration=432.3 frames, utt_pad_proportion=0.05959, over 22996.22 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3595, pruned_loss=0.1215, over 2469877.02 frames. utt_duration=1153 frames, utt_pad_proportion=0.08644, over 8578.69 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3207, pruned_loss=0.07951, over 2479316.73 frames. utt_duration=407.7 frames, utt_pad_proportion=0.05791, over 24395.76 utterances.], batch size: 62, lr: 9.79e-04
2022-08-21 04:22:26,229 INFO [train.py:927] (4/8) Epoch 2, batch 19900, giga_loss[loss=0.2536, simple_loss=0.3323, pruned_loss=0.08748, over 12400.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.0264, over 70.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3219, pruned_loss=0.08241, over 2478319.29 frames. utt_duration=431.7 frames, utt_pad_proportion=0.05984, over 23029.15 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3594, pruned_loss=0.1214, over 2469883.13 frames. utt_duration=1156 frames, utt_pad_proportion=0.08547, over 8559.08 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3187, pruned_loss=0.07904, over 2479136.03 frames. utt_duration=408.4 frames, utt_pad_proportion=0.05871, over 24351.88 utterances.], batch size: 70, lr: 9.78e-04
2022-08-21 04:24:18,440 INFO [train.py:927] (4/8) Epoch 2, batch 19950, libri_loss[loss=0.3196, simple_loss=0.3824, pruned_loss=0.1285, over 12454.00 frames. utt_duration=756.2 frames, utt_pad_proportion=0.1388, over 66.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3254, pruned_loss=0.08563, over 2477199.57 frames. utt_duration=436.3 frames, utt_pad_proportion=0.06245, over 22774.12 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3588, pruned_loss=0.1211, over 2469845.16 frames. utt_duration=1158 frames, utt_pad_proportion=0.08438, over 8541.82 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3223, pruned_loss=0.08218, over 2478098.16 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06149, over 24236.60 utterances.], batch size: 66, lr: 9.78e-04
2022-08-21 04:25:58,799 INFO [train.py:927] (4/8) Epoch 2, batch 20000, giga_loss[loss=0.28, simple_loss=0.3472, pruned_loss=0.1064, over 12438.00 frames. utt_duration=579.9 frames, utt_pad_proportion=0.03343, over 86.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3335, pruned_loss=0.09165, over 2476525.05 frames. utt_duration=438.5 frames, utt_pad_proportion=0.06478, over 22657.84 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3587, pruned_loss=0.1209, over 2470282.78 frames. utt_duration=1152 frames, utt_pad_proportion=0.08371, over 8587.58 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.33, pruned_loss=0.08788, over 2477114.85 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06381, over 24315.66 utterances.], batch size: 86, lr: 9.77e-04
2022-08-21 04:27:39,606 INFO [train.py:927] (4/8) Epoch 2, batch 20050, giga_loss[loss=0.2025, simple_loss=0.2784, pruned_loss=0.06333, over 12415.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.0337, over 80.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3307, pruned_loss=0.09118, over 2475772.78 frames. utt_duration=465 frames, utt_pad_proportion=0.06182, over 21358.56 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3583, pruned_loss=0.1209, over 2470272.29 frames. utt_duration=1152 frames, utt_pad_proportion=0.08351, over 8584.95 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3279, pruned_loss=0.08772, over 2476324.73 frames. utt_duration=434.7 frames, utt_pad_proportion=0.06113, over 22852.56 utterances.], batch size: 80, lr: 9.77e-04
2022-08-21 04:29:21,494 INFO [train.py:927] (4/8) Epoch 2, batch 20100, giga_loss[loss=0.204, simple_loss=0.2799, pruned_loss=0.06402, over 12326.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03482, over 51.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3244, pruned_loss=0.08935, over 2475932.57 frames. utt_duration=479.4 frames, utt_pad_proportion=0.05985, over 20716.50 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.358, pruned_loss=0.1208, over 2470530.65 frames. utt_duration=1152 frames, utt_pad_proportion=0.08299, over 8588.29 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3219, pruned_loss=0.08601, over 2476271.64 frames. utt_duration=447.9 frames, utt_pad_proportion=0.05939, over 22179.95 utterances.], batch size: 51, lr: 9.76e-04
2022-08-21 04:31:03,673 INFO [train.py:927] (4/8) Epoch 2, batch 20150, giga_loss[loss=0.2424, simple_loss=0.3103, pruned_loss=0.08726, over 12332.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03204, over 85.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3165, pruned_loss=0.08588, over 2474776.58 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06233, over 20760.17 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3587, pruned_loss=0.121, over 2470280.94 frames. utt_duration=1144 frames, utt_pad_proportion=0.08633, over 8645.63 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3132, pruned_loss=0.08264, over 2475325.94 frames. utt_duration=450.9 frames, utt_pad_proportion=0.06039, over 22027.22 utterances.], batch size: 85, lr: 9.76e-04
2022-08-21 04:32:46,740 INFO [train.py:927] (4/8) Epoch 2, batch 20200, giga_loss[loss=0.1955, simple_loss=0.2772, pruned_loss=0.05691, over 12361.00 frames. utt_duration=619.6 frames, utt_pad_proportion=0.03639, over 80.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3138, pruned_loss=0.08371, over 2475125.71 frames. utt_duration=498.2 frames, utt_pad_proportion=0.05882, over 19926.36 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.362, pruned_loss=0.1212, over 2470450.83 frames. utt_duration=1149 frames, utt_pad_proportion=0.08508, over 8614.94 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3077, pruned_loss=0.08034, over 2475492.34 frames. utt_duration=469.3 frames, utt_pad_proportion=0.05769, over 21161.34 utterances.], batch size: 80, lr: 9.75e-04
2022-08-21 04:34:27,804 INFO [train.py:927] (4/8) Epoch 2, batch 20250, giga_loss[loss=0.2079, simple_loss=0.2864, pruned_loss=0.06477, over 12328.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03408, over 85.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3111, pruned_loss=0.08435, over 2474521.14 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06132, over 19675.84 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.3612, pruned_loss=0.1211, over 2470370.14 frames. utt_duration=1146 frames, utt_pad_proportion=0.08571, over 8633.27 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3035, pruned_loss=0.07916, over 2475171.63 frames. utt_duration=463.6 frames, utt_pad_proportion=0.05936, over 21422.64 utterances.], batch size: 85, lr: 9.75e-04
2022-08-21 04:36:12,030 INFO [train.py:927] (4/8) Epoch 2, batch 20300, giga_loss[loss=0.2608, simple_loss=0.3144, pruned_loss=0.1036, over 12361.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09898, over 256.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.304, pruned_loss=0.08066, over 2474366.42 frames. utt_duration=520.3 frames, utt_pad_proportion=0.05768, over 19076.19 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3598, pruned_loss=0.1204, over 2470455.84 frames. utt_duration=1154 frames, utt_pad_proportion=0.08395, over 8571.00 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.2978, pruned_loss=0.07614, over 2474917.80 frames. utt_duration=477 frames, utt_pad_proportion=0.05676, over 20815.17 utterances.], batch size: 256, lr: 9.74e-04
2022-08-21 04:37:54,690 INFO [train.py:927] (4/8) Epoch 2, batch 20350, giga_loss[loss=0.1799, simple_loss=0.252, pruned_loss=0.05391, over 12406.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02815, over 58.00 utterances.], tot_loss[loss=0.228, simple_loss=0.2986, pruned_loss=0.07864, over 2473479.52 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06294, over 18841.93 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3588, pruned_loss=0.1201, over 2469648.68 frames. utt_duration=1164 frames, utt_pad_proportion=0.0821, over 8501.10 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.2927, pruned_loss=0.07395, over 2474781.47 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06221, over 20628.56 utterances.], batch size: 58, lr: 9.74e-04
2022-08-21 04:39:37,538 INFO [train.py:927] (4/8) Epoch 2, batch 20400, giga_loss[loss=0.1813, simple_loss=0.2473, pruned_loss=0.05766, over 12383.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04871, over 34.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.2915, pruned_loss=0.07501, over 2472725.99 frames. utt_duration=532.4 frames, utt_pad_proportion=0.0621, over 18628.34 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3584, pruned_loss=0.1199, over 2469367.47 frames. utt_duration=1167 frames, utt_pad_proportion=0.08123, over 8474.70 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2864, pruned_loss=0.07093, over 2474031.63 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06179, over 20187.98 utterances.], batch size: 34, lr: 9.73e-04
2022-08-21 04:41:22,597 INFO [train.py:927] (4/8) Epoch 2, batch 20450, libri_loss[loss=0.3033, simple_loss=0.3464, pruned_loss=0.1301, over 12259.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.03165, over 27.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.2956, pruned_loss=0.07742, over 2473867.28 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06245, over 19619.24 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3583, pruned_loss=0.1199, over 2469279.64 frames. utt_duration=1169 frames, utt_pad_proportion=0.08107, over 8459.32 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2913, pruned_loss=0.07397, over 2474999.47 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06223, over 20910.67 utterances.], batch size: 27, lr: 9.73e-04
2022-08-21 04:43:04,959 INFO [train.py:927] (4/8) Epoch 2, batch 20500, libri_loss[loss=0.3157, simple_loss=0.3652, pruned_loss=0.1331, over 12452.00 frames. utt_duration=959.6 frames, utt_pad_proportion=0.07196, over 52.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3073, pruned_loss=0.08379, over 2473279.17 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06511, over 18859.22 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3574, pruned_loss=0.1195, over 2469235.61 frames. utt_duration=1165 frames, utt_pad_proportion=0.0826, over 8491.08 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3024, pruned_loss=0.07984, over 2474420.53 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06399, over 20333.22 utterances.], batch size: 52, lr: 9.72e-04
2022-08-21 04:44:48,538 INFO [train.py:927] (4/8) Epoch 2, batch 20550, giga_loss[loss=0.2521, simple_loss=0.3394, pruned_loss=0.08244, over 12359.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03177, over 97.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.315, pruned_loss=0.08715, over 2473237.46 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06572, over 18535.82 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3574, pruned_loss=0.1196, over 2469250.20 frames. utt_duration=1166 frames, utt_pad_proportion=0.08156, over 8482.43 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3103, pruned_loss=0.08332, over 2474216.38 frames. utt_duration=499 frames, utt_pad_proportion=0.06502, over 19891.81 utterances.], batch size: 97, lr: 9.72e-04
2022-08-21 04:46:33,070 INFO [train.py:927] (4/8) Epoch 2, batch 20600, giga_loss[loss=0.2585, simple_loss=0.3236, pruned_loss=0.09672, over 12351.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04753, over 31.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3189, pruned_loss=0.08799, over 2473653.35 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06368, over 18671.99 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3572, pruned_loss=0.1193, over 2469041.77 frames. utt_duration=1169 frames, utt_pad_proportion=0.08066, over 8456.31 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3148, pruned_loss=0.08477, over 2474700.01 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06353, over 19914.64 utterances.], batch size: 31, lr: 9.71e-04
2022-08-21 04:48:16,955 INFO [train.py:927] (4/8) Epoch 2, batch 20650, giga_loss[loss=0.2404, simple_loss=0.3154, pruned_loss=0.08269, over 12361.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.0318, over 58.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3251, pruned_loss=0.09127, over 2472811.01 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06533, over 18764.59 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3585, pruned_loss=0.1193, over 2469063.08 frames. utt_duration=1171 frames, utt_pad_proportion=0.08004, over 8441.79 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3203, pruned_loss=0.08842, over 2473658.54 frames. utt_duration=500 frames, utt_pad_proportion=0.06532, over 19849.09 utterances.], batch size: 58, lr: 9.71e-04
2022-08-21 04:49:59,497 INFO [train.py:927] (4/8) Epoch 2, batch 20700, giga_loss[loss=0.3071, simple_loss=0.377, pruned_loss=0.1186, over 12452.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03476, over 123.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3303, pruned_loss=0.09341, over 2472998.64 frames. utt_duration=547 frames, utt_pad_proportion=0.06114, over 18132.46 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3588, pruned_loss=0.1195, over 2468834.13 frames. utt_duration=1176 frames, utt_pad_proportion=0.0789, over 8407.23 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3256, pruned_loss=0.09051, over 2473925.96 frames. utt_duration=517 frames, utt_pad_proportion=0.06168, over 19194.97 utterances.], batch size: 123, lr: 9.70e-04
2022-08-21 04:51:40,825 INFO [train.py:927] (4/8) Epoch 2, batch 20750, giga_loss[loss=0.3046, simple_loss=0.3619, pruned_loss=0.1236, over 12370.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07558, over 212.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3341, pruned_loss=0.09616, over 2472911.99 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06815, over 18316.35 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3585, pruned_loss=0.1197, over 2469112.81 frames. utt_duration=1158 frames, utt_pad_proportion=0.08458, over 8538.26 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3296, pruned_loss=0.09281, over 2473546.94 frames. utt_duration=511 frames, utt_pad_proportion=0.06576, over 19419.22 utterances.], batch size: 212, lr: 9.70e-04
2022-08-21 04:53:23,808 INFO [train.py:927] (4/8) Epoch 2, batch 20800, giga_loss[loss=0.267, simple_loss=0.3433, pruned_loss=0.09534, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05262, over 161.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3347, pruned_loss=0.09566, over 2473303.19 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06668, over 18399.02 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3584, pruned_loss=0.1196, over 2469137.64 frames. utt_duration=1161 frames, utt_pad_proportion=0.08301, over 8518.99 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3308, pruned_loss=0.09252, over 2473867.94 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06533, over 19513.07 utterances.], batch size: 161, lr: 9.69e-04
2022-08-21 04:55:07,940 INFO [train.py:927] (4/8) Epoch 2, batch 20850, giga_loss[loss=0.3453, simple_loss=0.3871, pruned_loss=0.1518, over 12407.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04346, over 146.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3391, pruned_loss=0.09716, over 2472121.46 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06611, over 18085.10 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3605, pruned_loss=0.1196, over 2468981.34 frames. utt_duration=1168 frames, utt_pad_proportion=0.08114, over 8466.39 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3329, pruned_loss=0.09375, over 2472855.45 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06558, over 19387.74 utterances.], batch size: 146, lr: 9.69e-04
2022-08-21 04:56:53,265 INFO [train.py:927] (4/8) Epoch 2, batch 20900, giga_loss[loss=0.3184, simple_loss=0.3655, pruned_loss=0.1357, over 12426.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03305, over 75.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3431, pruned_loss=0.1017, over 2472389.44 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06271, over 17636.39 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3614, pruned_loss=0.1199, over 2468794.60 frames. utt_duration=1171 frames, utt_pad_proportion=0.07988, over 8442.27 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3372, pruned_loss=0.09833, over 2473184.69 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06286, over 18850.83 utterances.], batch size: 75, lr: 9.68e-04
2022-08-21 04:58:35,741 INFO [train.py:927] (4/8) Epoch 2, batch 20950, giga_loss[loss=0.2622, simple_loss=0.3333, pruned_loss=0.09562, over 12428.00 frames. utt_duration=711.5 frames, utt_pad_proportion=0.02401, over 70.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3411, pruned_loss=0.1016, over 2471512.71 frames. utt_duration=589 frames, utt_pad_proportion=0.05875, over 16826.45 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3605, pruned_loss=0.1196, over 2468811.61 frames. utt_duration=1177 frames, utt_pad_proportion=0.07882, over 8397.73 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3369, pruned_loss=0.09891, over 2472183.07 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05943, over 17981.82 utterances.], batch size: 70, lr: 9.68e-04
2022-08-21 05:00:19,238 INFO [train.py:927] (4/8) Epoch 2, batch 21000, giga_loss[loss=0.2634, simple_loss=0.3313, pruned_loss=0.09778, over 12349.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02988, over 48.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3402, pruned_loss=0.1021, over 2472278.68 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06217, over 17378.90 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3597, pruned_loss=0.1193, over 2468882.58 frames. utt_duration=1183 frames, utt_pad_proportion=0.07748, over 8357.20 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3371, pruned_loss=0.09984, over 2472803.59 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06286, over 18516.28 utterances.], batch size: 48, lr: 9.67e-04
2022-08-21 05:00:19,239 INFO [train.py:958] (4/8) Computing validation loss
2022-08-21 05:00:33,101 INFO [train.py:967] (4/8) Epoch 2, validation: loss=0.2092, simple_loss=0.3147, pruned_loss=0.05182, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 05:02:13,098 INFO [train.py:927] (4/8) Epoch 2, batch 21050, giga_loss[loss=0.2275, simple_loss=0.305, pruned_loss=0.07498, over 12358.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03945, over 113.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3375, pruned_loss=0.1002, over 2472588.83 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06556, over 17629.98 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3591, pruned_loss=0.1192, over 2468711.47 frames. utt_duration=1178 frames, utt_pad_proportion=0.07974, over 8395.74 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3348, pruned_loss=0.09796, over 2473289.79 frames. utt_duration=527.7 frames, utt_pad_proportion=0.0649, over 18801.69 utterances.], batch size: 113, lr: 9.67e-04
2022-08-21 05:03:57,497 INFO [train.py:927] (4/8) Epoch 2, batch 21100, giga_loss[loss=0.2075, simple_loss=0.2793, pruned_loss=0.06783, over 12104.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03922, over 30.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3325, pruned_loss=0.09767, over 2472486.31 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06942, over 18717.38 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3583, pruned_loss=0.1188, over 2468680.20 frames. utt_duration=1185 frames, utt_pad_proportion=0.07816, over 8343.50 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3304, pruned_loss=0.0957, over 2473176.15 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06926, over 19957.52 utterances.], batch size: 30, lr: 9.66e-04
2022-08-21 05:05:40,583 INFO [train.py:927] (4/8) Epoch 2, batch 21150, giga_loss[loss=0.2586, simple_loss=0.3352, pruned_loss=0.09101, over 12378.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03749, over 113.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3285, pruned_loss=0.09534, over 2473104.96 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06791, over 19259.81 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3594, pruned_loss=0.1188, over 2468597.81 frames. utt_duration=1186 frames, utt_pad_proportion=0.07781, over 8334.94 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3254, pruned_loss=0.09333, over 2473803.70 frames. utt_duration=485.8 frames, utt_pad_proportion=0.06789, over 20429.80 utterances.], batch size: 113, lr: 9.66e-04
2022-08-21 05:07:25,424 INFO [train.py:927] (4/8) Epoch 2, batch 21200, giga_loss[loss=0.2587, simple_loss=0.3302, pruned_loss=0.09367, over 12406.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04346, over 146.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3267, pruned_loss=0.09428, over 2473739.13 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06948, over 19349.31 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.359, pruned_loss=0.1187, over 2468675.32 frames. utt_duration=1191 frames, utt_pad_proportion=0.07645, over 8304.86 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3239, pruned_loss=0.09226, over 2474339.87 frames. utt_duration=483 frames, utt_pad_proportion=0.06984, over 20555.38 utterances.], batch size: 146, lr: 9.65e-04
2022-08-21 05:09:09,250 INFO [train.py:927] (4/8) Epoch 2, batch 21250, giga_loss[loss=0.2229, simple_loss=0.2985, pruned_loss=0.07366, over 12376.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02771, over 70.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3235, pruned_loss=0.09229, over 2472490.82 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06392, over 18515.50 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.358, pruned_loss=0.1182, over 2467883.77 frames. utt_duration=1200 frames, utt_pad_proportion=0.07481, over 8239.19 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3212, pruned_loss=0.09039, over 2473821.49 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06508, over 19866.17 utterances.], batch size: 70, lr: 9.65e-04
2022-08-21 05:10:50,993 INFO [train.py:927] (4/8) Epoch 2, batch 21300, giga_loss[loss=0.2388, simple_loss=0.308, pruned_loss=0.08484, over 12411.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03783, over 113.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3197, pruned_loss=0.09058, over 2472762.18 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06225, over 18147.53 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3576, pruned_loss=0.118, over 2467725.21 frames. utt_duration=1202 frames, utt_pad_proportion=0.07353, over 8219.25 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3175, pruned_loss=0.08863, over 2474069.40 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06366, over 19457.97 utterances.], batch size: 113, lr: 9.64e-04
2022-08-21 05:12:35,029 INFO [train.py:927] (4/8) Epoch 2, batch 21350, libri_loss[loss=0.3524, simple_loss=0.4236, pruned_loss=0.1406, over 12246.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005335, over 34.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3161, pruned_loss=0.08857, over 2473913.34 frames. utt_duration=562.1 frames, utt_pad_proportion=0.05796, over 17652.34 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.358, pruned_loss=0.1181, over 2467638.22 frames. utt_duration=1206 frames, utt_pad_proportion=0.07243, over 8194.08 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3131, pruned_loss=0.08643, over 2475135.37 frames. utt_duration=525.6 frames, utt_pad_proportion=0.05971, over 18888.94 utterances.], batch size: 34, lr: 9.64e-04
2022-08-21 05:14:25,166 INFO [train.py:927] (4/8) Epoch 2, batch 21400, giga_loss[loss=0.2051, simple_loss=0.285, pruned_loss=0.06262, over 12461.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03047, over 75.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3128, pruned_loss=0.08644, over 2473588.79 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05382, over 17184.03 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3589, pruned_loss=0.1184, over 2467613.84 frames. utt_duration=1208 frames, utt_pad_proportion=0.07157, over 8184.20 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3091, pruned_loss=0.08408, over 2474646.26 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05574, over 18290.60 utterances.], batch size: 75, lr: 9.63e-04
2022-08-21 05:16:08,345 INFO [train.py:927] (4/8) Epoch 2, batch 21450, giga_loss[loss=0.2602, simple_loss=0.3162, pruned_loss=0.1021, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03029, over 45.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3098, pruned_loss=0.08507, over 2473972.92 frames. utt_duration=603.4 frames, utt_pad_proportion=0.05126, over 16439.99 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3583, pruned_loss=0.1182, over 2467278.67 frames. utt_duration=1215 frames, utt_pad_proportion=0.07039, over 8134.10 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3063, pruned_loss=0.08264, over 2475246.82 frames. utt_duration=565.3 frames, utt_pad_proportion=0.05333, over 17560.88 utterances.], batch size: 45, lr: 9.63e-04
2022-08-21 05:17:51,060 INFO [train.py:927] (4/8) Epoch 2, batch 21500, giga_loss[loss=0.24, simple_loss=0.3195, pruned_loss=0.08021, over 12418.00 frames. utt_duration=802.7 frames, utt_pad_proportion=0.02822, over 62.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3113, pruned_loss=0.08687, over 2473858.51 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05352, over 16668.52 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3585, pruned_loss=0.1187, over 2467420.40 frames. utt_duration=1200 frames, utt_pad_proportion=0.07475, over 8236.09 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3074, pruned_loss=0.08386, over 2474873.54 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05282, over 17614.15 utterances.], batch size: 62, lr: 9.62e-04
2022-08-21 05:19:36,245 INFO [train.py:927] (4/8) Epoch 2, batch 21550, giga_loss[loss=0.2988, simple_loss=0.3612, pruned_loss=0.1182, over 12438.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03206, over 75.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3162, pruned_loss=0.09066, over 2474293.00 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05738, over 16973.93 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3585, pruned_loss=0.1189, over 2467515.28 frames. utt_duration=1202 frames, utt_pad_proportion=0.07388, over 8219.67 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3125, pruned_loss=0.08767, over 2475095.07 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05694, over 17850.48 utterances.], batch size: 75, lr: 9.62e-04
2022-08-21 05:21:18,452 INFO [train.py:927] (4/8) Epoch 2, batch 21600, giga_loss[loss=0.2607, simple_loss=0.3301, pruned_loss=0.0956, over 12448.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04275, over 114.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3229, pruned_loss=0.09497, over 2474097.17 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05624, over 16934.49 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3577, pruned_loss=0.1186, over 2467264.71 frames. utt_duration=1208 frames, utt_pad_proportion=0.07237, over 8181.74 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3195, pruned_loss=0.09209, over 2475191.42 frames. utt_duration=552.6 frames, utt_pad_proportion=0.05638, over 17966.72 utterances.], batch size: 114, lr: 9.61e-04
2022-08-21 05:23:01,810 INFO [train.py:927] (4/8) Epoch 2, batch 21650, giga_loss[loss=0.2691, simple_loss=0.3411, pruned_loss=0.09848, over 12410.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02815, over 58.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3286, pruned_loss=0.09788, over 2473740.73 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06826, over 18190.19 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3573, pruned_loss=0.1185, over 2467606.08 frames. utt_duration=1213 frames, utt_pad_proportion=0.07048, over 8149.87 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3252, pruned_loss=0.09494, over 2474528.46 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06835, over 19333.88 utterances.], batch size: 58, lr: 9.61e-04
2022-08-21 05:24:43,150 INFO [train.py:927] (4/8) Epoch 2, batch 21700, giga_loss[loss=0.2454, simple_loss=0.3193, pruned_loss=0.08572, over 12427.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03338, over 75.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3341, pruned_loss=0.1004, over 2473701.54 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06329, over 17494.32 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3567, pruned_loss=0.1182, over 2467756.96 frames. utt_duration=1218 frames, utt_pad_proportion=0.0682, over 8113.05 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3308, pruned_loss=0.0975, over 2474427.69 frames. utt_duration=526.3 frames, utt_pad_proportion=0.0645, over 18858.22 utterances.], batch size: 75, lr: 9.60e-04
2022-08-21 05:26:26,630 INFO [train.py:927] (4/8) Epoch 2, batch 21750, giga_loss[loss=0.2555, simple_loss=0.3294, pruned_loss=0.09079, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02769, over 45.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3321, pruned_loss=0.09718, over 2473455.76 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05751, over 17228.84 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.358, pruned_loss=0.1188, over 2467866.92 frames. utt_duration=1223 frames, utt_pad_proportion=0.06721, over 8081.02 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3278, pruned_loss=0.09393, over 2474025.36 frames. utt_duration=535.9 frames, utt_pad_proportion=0.0592, over 18518.54 utterances.], batch size: 45, lr: 9.60e-04
2022-08-21 05:28:10,398 INFO [train.py:927] (4/8) Epoch 2, batch 21800, giga_loss[loss=0.2903, simple_loss=0.3444, pruned_loss=0.1181, over 12349.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.202, over 368.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3318, pruned_loss=0.09621, over 2474047.13 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06071, over 17619.40 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.358, pruned_loss=0.1187, over 2467755.20 frames. utt_duration=1224 frames, utt_pad_proportion=0.06693, over 8076.35 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.328, pruned_loss=0.09333, over 2474703.81 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06188, over 18819.47 utterances.], batch size: 368, lr: 9.59e-04
2022-08-21 05:29:53,288 INFO [train.py:927] (4/8) Epoch 2, batch 21850, giga_loss[loss=0.2562, simple_loss=0.3318, pruned_loss=0.09032, over 12370.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02917, over 85.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3345, pruned_loss=0.09768, over 2473793.64 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05806, over 17208.23 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3578, pruned_loss=0.1186, over 2467754.62 frames. utt_duration=1221 frames, utt_pad_proportion=0.06627, over 8095.22 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3309, pruned_loss=0.09488, over 2474472.80 frames. utt_duration=539.4 frames, utt_pad_proportion=0.05932, over 18402.10 utterances.], batch size: 85, lr: 9.59e-04
2022-08-21 05:31:37,813 INFO [train.py:927] (4/8) Epoch 2, batch 21900, giga_loss[loss=0.2822, simple_loss=0.3482, pruned_loss=0.1081, over 12396.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02655, over 70.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.336, pruned_loss=0.09875, over 2474277.22 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05925, over 17968.05 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3577, pruned_loss=0.1185, over 2467859.85 frames. utt_duration=1222 frames, utt_pad_proportion=0.06603, over 8086.75 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3332, pruned_loss=0.09653, over 2474736.92 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06024, over 18957.83 utterances.], batch size: 70, lr: 9.58e-04
2022-08-21 05:33:23,551 INFO [train.py:927] (4/8) Epoch 2, batch 21950, giga_loss[loss=0.2796, simple_loss=0.3498, pruned_loss=0.1047, over 12388.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05167, over 161.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3364, pruned_loss=0.09886, over 2474296.08 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05984, over 17804.33 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3577, pruned_loss=0.1186, over 2467865.55 frames. utt_duration=1222 frames, utt_pad_proportion=0.06578, over 8087.31 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3341, pruned_loss=0.09694, over 2474678.71 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06069, over 18620.77 utterances.], batch size: 161, lr: 9.58e-04
2022-08-21 05:35:06,916 INFO [train.py:927] (4/8) Epoch 2, batch 22000, giga_loss[loss=0.2704, simple_loss=0.3472, pruned_loss=0.09674, over 12418.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03748, over 105.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3371, pruned_loss=0.09876, over 2474629.49 frames. utt_duration=577.4 frames, utt_pad_proportion=0.0598, over 17188.96 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3573, pruned_loss=0.1187, over 2467848.30 frames. utt_duration=1226 frames, utt_pad_proportion=0.06466, over 8060.45 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3351, pruned_loss=0.0967, over 2475102.17 frames. utt_duration=549 frames, utt_pad_proportion=0.06091, over 18081.70 utterances.], batch size: 105, lr: 9.57e-04
2022-08-21 05:36:50,261 INFO [train.py:927] (4/8) Epoch 2, batch 22050, giga_loss[loss=0.2915, simple_loss=0.3762, pruned_loss=0.1034, over 12355.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03328, over 51.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3392, pruned_loss=0.09946, over 2475287.35 frames. utt_duration=604 frames, utt_pad_proportion=0.06101, over 16432.70 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3592, pruned_loss=0.1195, over 2468232.97 frames. utt_duration=1208 frames, utt_pad_proportion=0.07116, over 8182.42 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.335, pruned_loss=0.09632, over 2475591.11 frames. utt_duration=571.6 frames, utt_pad_proportion=0.059, over 17370.58 utterances.], batch size: 51, lr: 9.57e-04
2022-08-21 05:38:34,677 INFO [train.py:927] (4/8) Epoch 2, batch 22100, giga_loss[loss=0.242, simple_loss=0.3156, pruned_loss=0.08423, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02909, over 48.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3379, pruned_loss=0.09919, over 2475010.37 frames. utt_duration=613 frames, utt_pad_proportion=0.05901, over 16189.10 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3592, pruned_loss=0.12, over 2468058.06 frames. utt_duration=1209 frames, utt_pad_proportion=0.07083, over 8177.62 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3341, pruned_loss=0.09571, over 2475583.82 frames. utt_duration=578.4 frames, utt_pad_proportion=0.0575, over 17163.79 utterances.], batch size: 48, lr: 9.56e-04
2022-08-21 05:40:17,090 INFO [train.py:927] (4/8) Epoch 2, batch 22150, giga_loss[loss=0.2605, simple_loss=0.3219, pruned_loss=0.09955, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03276, over 42.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3367, pruned_loss=0.09857, over 2474540.35 frames. utt_duration=632.4 frames, utt_pad_proportion=0.05798, over 15687.86 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3592, pruned_loss=0.12, over 2468417.12 frames. utt_duration=1207 frames, utt_pad_proportion=0.07011, over 8188.29 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3331, pruned_loss=0.09519, over 2474859.45 frames. utt_duration=595.6 frames, utt_pad_proportion=0.05697, over 16663.35 utterances.], batch size: 42, lr: 9.56e-04
2022-08-21 05:41:59,738 INFO [train.py:927] (4/8) Epoch 2, batch 22200, giga_loss[loss=0.2382, simple_loss=0.3268, pruned_loss=0.07484, over 12382.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02989, over 58.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3368, pruned_loss=0.09759, over 2473324.32 frames. utt_duration=631.1 frames, utt_pad_proportion=0.05535, over 15714.17 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3589, pruned_loss=0.1198, over 2468215.59 frames. utt_duration=1207 frames, utt_pad_proportion=0.06986, over 8188.46 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.334, pruned_loss=0.09493, over 2473799.81 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05473, over 16548.04 utterances.], batch size: 58, lr: 9.55e-04
2022-08-21 05:43:42,116 INFO [train.py:927] (4/8) Epoch 2, batch 22250, giga_loss[loss=0.2615, simple_loss=0.331, pruned_loss=0.09599, over 12408.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02799, over 58.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3371, pruned_loss=0.09751, over 2472389.04 frames. utt_duration=648 frames, utt_pad_proportion=0.05361, over 15296.43 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3589, pruned_loss=0.1197, over 2467861.26 frames. utt_duration=1202 frames, utt_pad_proportion=0.07149, over 8223.30 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.334, pruned_loss=0.09466, over 2473266.54 frames. utt_duration=612.2 frames, utt_pad_proportion=0.05198, over 16200.78 utterances.], batch size: 58, lr: 9.55e-04
2022-08-21 05:45:26,169 INFO [train.py:927] (4/8) Epoch 2, batch 22300, giga_loss[loss=0.2339, simple_loss=0.3004, pruned_loss=0.0837, over 12380.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02616, over 66.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.335, pruned_loss=0.09643, over 2472459.04 frames. utt_duration=648.5 frames, utt_pad_proportion=0.05069, over 15284.61 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3589, pruned_loss=0.1197, over 2467741.27 frames. utt_duration=1203 frames, utt_pad_proportion=0.07099, over 8214.91 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3322, pruned_loss=0.09383, over 2473352.19 frames. utt_duration=615.7 frames, utt_pad_proportion=0.04966, over 16108.48 utterances.], batch size: 66, lr: 9.54e-04
2022-08-21 05:47:08,581 INFO [train.py:927] (4/8) Epoch 2, batch 22350, giga_loss[loss=0.205, simple_loss=0.2822, pruned_loss=0.06388, over 12153.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03499, over 36.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3331, pruned_loss=0.0955, over 2471382.80 frames. utt_duration=661.6 frames, utt_pad_proportion=0.05056, over 14976.21 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3598, pruned_loss=0.1205, over 2467583.36 frames. utt_duration=1196 frames, utt_pad_proportion=0.0737, over 8261.33 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3293, pruned_loss=0.09209, over 2472347.98 frames. utt_duration=627.9 frames, utt_pad_proportion=0.04815, over 15786.81 utterances.], batch size: 36, lr: 9.54e-04
2022-08-21 05:48:51,770 INFO [train.py:927] (4/8) Epoch 2, batch 22400, giga_loss[loss=0.227, simple_loss=0.3, pruned_loss=0.07705, over 12340.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03069, over 70.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.331, pruned_loss=0.09507, over 2471750.79 frames. utt_duration=643.6 frames, utt_pad_proportion=0.05578, over 15397.63 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3597, pruned_loss=0.1201, over 2468056.22 frames. utt_duration=1204 frames, utt_pad_proportion=0.07179, over 8211.97 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3272, pruned_loss=0.09179, over 2472216.78 frames. utt_duration=607.7 frames, utt_pad_proportion=0.05426, over 16314.09 utterances.], batch size: 70, lr: 9.53e-04
2022-08-21 05:50:33,535 INFO [train.py:927] (4/8) Epoch 2, batch 22450, libri_loss[loss=0.2306, simple_loss=0.2889, pruned_loss=0.08619, over 12220.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009112, over 29.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3265, pruned_loss=0.09368, over 2471563.98 frames. utt_duration=641.2 frames, utt_pad_proportion=0.05723, over 15454.87 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3594, pruned_loss=0.1201, over 2467710.14 frames. utt_duration=1209 frames, utt_pad_proportion=0.07089, over 8176.01 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3233, pruned_loss=0.09069, over 2472328.97 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05625, over 16345.99 utterances.], batch size: 29, lr: 9.53e-04
2022-08-21 05:52:15,517 INFO [train.py:927] (4/8) Epoch 2, batch 22500, giga_loss[loss=0.2453, simple_loss=0.316, pruned_loss=0.08728, over 12361.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02785, over 66.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3242, pruned_loss=0.09315, over 2472192.86 frames. utt_duration=623.3 frames, utt_pad_proportion=0.05759, over 15902.93 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3591, pruned_loss=0.1202, over 2467855.32 frames. utt_duration=1213 frames, utt_pad_proportion=0.06989, over 8149.63 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3213, pruned_loss=0.09015, over 2472728.43 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05715, over 16768.83 utterances.], batch size: 66, lr: 9.52e-04
2022-08-21 05:53:56,620 INFO [train.py:927] (4/8) Epoch 2, batch 22550, giga_loss[loss=0.2912, simple_loss=0.3669, pruned_loss=0.1077, over 12413.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06195, over 183.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3252, pruned_loss=0.09389, over 2471502.87 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06366, over 16592.76 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3587, pruned_loss=0.1206, over 2467706.60 frames. utt_duration=1209 frames, utt_pad_proportion=0.07195, over 8173.69 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3222, pruned_loss=0.09034, over 2472206.78 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06221, over 17535.67 utterances.], batch size: 183, lr: 9.52e-04
2022-08-21 05:55:37,203 INFO [train.py:927] (4/8) Epoch 2, batch 22600, giga_loss[loss=0.2447, simple_loss=0.3282, pruned_loss=0.08062, over 12414.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04975, over 161.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3267, pruned_loss=0.09379, over 2472164.72 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06131, over 17280.59 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3587, pruned_loss=0.1205, over 2467722.53 frames. utt_duration=1212 frames, utt_pad_proportion=0.07116, over 8155.22 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3239, pruned_loss=0.09073, over 2472752.65 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06058, over 18155.56 utterances.], batch size: 161, lr: 9.51e-04
2022-08-21 05:57:17,140 INFO [train.py:927] (4/8) Epoch 2, batch 22650, giga_loss[loss=0.2393, simple_loss=0.3095, pruned_loss=0.0846, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03487, over 43.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3271, pruned_loss=0.09248, over 2472963.92 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06635, over 18175.50 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3596, pruned_loss=0.1204, over 2467485.25 frames. utt_duration=1205 frames, utt_pad_proportion=0.0738, over 8199.51 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3234, pruned_loss=0.08959, over 2473729.42 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06459, over 19044.32 utterances.], batch size: 43, lr: 9.51e-04
2022-08-21 05:58:59,020 INFO [train.py:927] (4/8) Epoch 2, batch 22700, giga_loss[loss=0.2469, simple_loss=0.3283, pruned_loss=0.08275, over 12373.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0276, over 91.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3272, pruned_loss=0.0919, over 2472488.30 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06309, over 17808.64 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3599, pruned_loss=0.1203, over 2467257.25 frames. utt_duration=1209 frames, utt_pad_proportion=0.07272, over 8170.76 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3235, pruned_loss=0.08918, over 2473401.74 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06218, over 18698.78 utterances.], batch size: 91, lr: 9.50e-04
2022-08-21 06:00:39,066 INFO [train.py:927] (4/8) Epoch 2, batch 22750, giga_loss[loss=0.2671, simple_loss=0.3449, pruned_loss=0.09464, over 12405.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04332, over 146.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3292, pruned_loss=0.09381, over 2472629.03 frames. utt_duration=575 frames, utt_pad_proportion=0.06344, over 17245.46 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3599, pruned_loss=0.1205, over 2467787.71 frames. utt_duration=1199 frames, utt_pad_proportion=0.07489, over 8243.65 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3251, pruned_loss=0.09057, over 2473056.41 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06156, over 18194.53 utterances.], batch size: 146, lr: 9.50e-04
2022-08-21 06:02:20,469 INFO [train.py:927] (4/8) Epoch 2, batch 22800, giga_loss[loss=0.252, simple_loss=0.3282, pruned_loss=0.08792, over 12318.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.03419, over 51.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3306, pruned_loss=0.09417, over 2472649.31 frames. utt_duration=576.1 frames, utt_pad_proportion=0.0626, over 17212.10 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.36, pruned_loss=0.1204, over 2467857.50 frames. utt_duration=1201 frames, utt_pad_proportion=0.07405, over 8232.05 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3269, pruned_loss=0.09138, over 2473007.33 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06143, over 18094.47 utterances.], batch size: 51, lr: 9.49e-04
2022-08-21 06:04:00,842 INFO [train.py:927] (4/8) Epoch 2, batch 22850, libri_loss[loss=0.3109, simple_loss=0.3675, pruned_loss=0.1272, over 12373.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02658, over 43.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3307, pruned_loss=0.09438, over 2472943.16 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05953, over 16707.86 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3592, pruned_loss=0.12, over 2467918.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.07234, over 8177.92 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3275, pruned_loss=0.09163, over 2473317.08 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05928, over 17734.13 utterances.], batch size: 43, lr: 9.49e-04
2022-08-21 06:05:41,914 INFO [train.py:927] (4/8) Epoch 2, batch 22900, libri_loss[loss=0.2688, simple_loss=0.3292, pruned_loss=0.1042, over 12218.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006257, over 31.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3304, pruned_loss=0.09405, over 2472712.61 frames. utt_duration=608.2 frames, utt_pad_proportion=0.05488, over 16301.64 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3593, pruned_loss=0.1203, over 2467874.19 frames. utt_duration=1211 frames, utt_pad_proportion=0.07124, over 8160.44 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3272, pruned_loss=0.09119, over 2473153.42 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05527, over 17284.81 utterances.], batch size: 31, lr: 9.49e-04
2022-08-21 06:07:22,041 INFO [train.py:927] (4/8) Epoch 2, batch 22950, giga_loss[loss=0.2177, simple_loss=0.2987, pruned_loss=0.06836, over 12389.00 frames. utt_duration=801 frames, utt_pad_proportion=0.02913, over 62.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3278, pruned_loss=0.09266, over 2473897.93 frames. utt_duration=616 frames, utt_pad_proportion=0.05387, over 16104.32 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3595, pruned_loss=0.1202, over 2467981.25 frames. utt_duration=1215 frames, utt_pad_proportion=0.06994, over 8137.79 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3245, pruned_loss=0.08986, over 2474276.33 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05467, over 17094.75 utterances.], batch size: 62, lr: 9.48e-04
2022-08-21 06:09:03,652 INFO [train.py:927] (4/8) Epoch 2, batch 23000, libri_loss[loss=0.4183, simple_loss=0.435, pruned_loss=0.2008, over 12342.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.06072, over 51.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3283, pruned_loss=0.09277, over 2473465.14 frames. utt_duration=594.4 frames, utt_pad_proportion=0.0559, over 16688.56 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3599, pruned_loss=0.1209, over 2467848.91 frames. utt_duration=1201 frames, utt_pad_proportion=0.07359, over 8229.51 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3244, pruned_loss=0.08911, over 2474013.71 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05449, over 17587.01 utterances.], batch size: 51, lr: 9.48e-04
2022-08-21 06:10:45,878 INFO [train.py:927] (4/8) Epoch 2, batch 23050, giga_loss[loss=0.3369, simple_loss=0.3827, pruned_loss=0.1456, over 12383.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09708, over 256.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3296, pruned_loss=0.09279, over 2473793.51 frames. utt_duration=599.8 frames, utt_pad_proportion=0.0526, over 16540.54 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.361, pruned_loss=0.1216, over 2467832.87 frames. utt_duration=1203 frames, utt_pad_proportion=0.07277, over 8214.11 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3251, pruned_loss=0.08897, over 2474326.87 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05185, over 17368.06 utterances.], batch size: 256, lr: 9.47e-04
2022-08-21 06:12:24,514 INFO [train.py:927] (4/8) Epoch 2, batch 23100, giga_loss[loss=0.2322, simple_loss=0.2887, pruned_loss=0.08785, over 12476.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03385, over 37.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3293, pruned_loss=0.09416, over 2474107.75 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05123, over 16565.34 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3618, pruned_loss=0.122, over 2467654.89 frames. utt_duration=1207 frames, utt_pad_proportion=0.07145, over 8185.02 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3244, pruned_loss=0.09014, over 2474826.24 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05105, over 17432.05 utterances.], batch size: 37, lr: 9.47e-04
2022-08-21 06:14:04,730 INFO [train.py:927] (4/8) Epoch 2, batch 23150, giga_loss[loss=0.2278, simple_loss=0.3011, pruned_loss=0.07727, over 12240.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03245, over 45.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3274, pruned_loss=0.09427, over 2474407.66 frames. utt_duration=582.5 frames, utt_pad_proportion=0.0504, over 17034.18 utterances.], libri_tot_loss[loss=0.3032, simple_loss=0.3619, pruned_loss=0.1222, over 2467500.76 frames. utt_duration=1208 frames, utt_pad_proportion=0.07094, over 8181.15 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.323, pruned_loss=0.09058, over 2475210.98 frames. utt_duration=556.5 frames, utt_pad_proportion=0.0504, over 17838.51 utterances.], batch size: 45, lr: 9.46e-04
2022-08-21 06:15:45,532 INFO [train.py:927] (4/8) Epoch 2, batch 23200, giga_loss[loss=0.2569, simple_loss=0.3347, pruned_loss=0.08951, over 12379.00 frames. utt_duration=800 frames, utt_pad_proportion=0.0315, over 62.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3248, pruned_loss=0.09323, over 2473740.90 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05031, over 16696.29 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3619, pruned_loss=0.1222, over 2467608.54 frames. utt_duration=1208 frames, utt_pad_proportion=0.07016, over 8182.31 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3204, pruned_loss=0.08957, over 2474491.07 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05042, over 17576.06 utterances.], batch size: 62, lr: 9.46e-04
2022-08-21 06:17:23,213 INFO [train.py:927] (4/8) Epoch 2, batch 23250, giga_loss[loss=0.2039, simple_loss=0.287, pruned_loss=0.06042, over 12340.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03022, over 70.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3198, pruned_loss=0.09082, over 2472702.51 frames. utt_duration=604.1 frames, utt_pad_proportion=0.05072, over 16414.72 utterances.], libri_tot_loss[loss=0.3025, simple_loss=0.3613, pruned_loss=0.1219, over 2467264.28 frames. utt_duration=1213 frames, utt_pad_proportion=0.06894, over 8147.27 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3157, pruned_loss=0.08735, over 2473769.44 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05113, over 17383.48 utterances.], batch size: 70, lr: 9.45e-04
2022-08-21 06:19:04,641 INFO [train.py:927] (4/8) Epoch 2, batch 23300, giga_loss[loss=0.2321, simple_loss=0.3125, pruned_loss=0.07579, over 12318.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02536, over 45.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3207, pruned_loss=0.09179, over 2473122.70 frames. utt_duration=613.8 frames, utt_pad_proportion=0.05041, over 16155.44 utterances.], libri_tot_loss[loss=0.3027, simple_loss=0.3611, pruned_loss=0.1222, over 2467060.75 frames. utt_duration=1211 frames, utt_pad_proportion=0.07047, over 8159.31 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3163, pruned_loss=0.08776, over 2474347.05 frames. utt_duration=577.4 frames, utt_pad_proportion=0.04979, over 17184.62 utterances.], batch size: 45, lr: 9.45e-04
2022-08-21 06:20:45,216 INFO [train.py:927] (4/8) Epoch 2, batch 23350, giga_loss[loss=0.2848, simple_loss=0.3484, pruned_loss=0.1106, over 12375.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05226, over 161.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3236, pruned_loss=0.09307, over 2472943.44 frames. utt_duration=596.4 frames, utt_pad_proportion=0.05293, over 16627.63 utterances.], libri_tot_loss[loss=0.3023, simple_loss=0.3608, pruned_loss=0.1219, over 2466779.30 frames. utt_duration=1203 frames, utt_pad_proportion=0.0732, over 8214.71 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3194, pruned_loss=0.08928, over 2474339.76 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05083, over 17630.97 utterances.], batch size: 161, lr: 9.44e-04
2022-08-21 06:22:35,370 INFO [train.py:927] (4/8) Epoch 2, batch 23400, giga_loss[loss=0.2314, simple_loss=0.3093, pruned_loss=0.07677, over 12188.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02993, over 42.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3278, pruned_loss=0.0952, over 2472918.08 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05262, over 17073.81 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.3605, pruned_loss=0.1218, over 2467095.36 frames. utt_duration=1204 frames, utt_pad_proportion=0.07265, over 8209.54 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3242, pruned_loss=0.09195, over 2473838.73 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05112, over 17977.60 utterances.], batch size: 42, lr: 9.44e-04
2022-08-21 06:24:21,365 INFO [train.py:927] (4/8) Epoch 2, batch 23450, giga_loss[loss=0.2445, simple_loss=0.326, pruned_loss=0.08148, over 12368.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03116, over 62.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3319, pruned_loss=0.09843, over 2473756.46 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05735, over 17380.60 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3598, pruned_loss=0.1214, over 2466916.97 frames. utt_duration=1208 frames, utt_pad_proportion=0.07193, over 8179.59 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3293, pruned_loss=0.0958, over 2474730.69 frames. utt_duration=544.2 frames, utt_pad_proportion=0.05617, over 18241.84 utterances.], batch size: 62, lr: 9.43e-04
2022-08-21 06:26:02,628 INFO [train.py:927] (4/8) Epoch 2, batch 23500, giga_loss[loss=0.2934, simple_loss=0.3555, pruned_loss=0.1157, over 12347.00 frames. utt_duration=853 frames, utt_pad_proportion=0.0318, over 58.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3403, pruned_loss=0.1046, over 2473350.33 frames. utt_duration=560.5 frames, utt_pad_proportion=0.05905, over 17697.82 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3598, pruned_loss=0.1214, over 2466843.40 frames. utt_duration=1201 frames, utt_pad_proportion=0.07508, over 8227.52 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3376, pruned_loss=0.1021, over 2474329.34 frames. utt_duration=535.5 frames, utt_pad_proportion=0.05649, over 18534.81 utterances.], batch size: 58, lr: 9.43e-04
2022-08-21 06:27:43,662 INFO [train.py:927] (4/8) Epoch 2, batch 23550, giga_loss[loss=0.3386, simple_loss=0.3919, pruned_loss=0.1427, over 12426.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04177, over 146.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.348, pruned_loss=0.1112, over 2473456.37 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06683, over 18740.62 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3601, pruned_loss=0.1216, over 2466825.38 frames. utt_duration=1189 frames, utt_pad_proportion=0.07838, over 8308.63 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3452, pruned_loss=0.1087, over 2474408.98 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06332, over 19560.23 utterances.], batch size: 146, lr: 9.42e-04
2022-08-21 06:29:29,254 INFO [train.py:927] (4/8) Epoch 2, batch 23600, giga_loss[loss=0.269, simple_loss=0.3383, pruned_loss=0.09986, over 12374.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03067, over 97.00 utterances.], tot_loss[loss=0.2918, simple_loss=0.3528, pruned_loss=0.1154, over 2473298.37 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06819, over 18540.02 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.36, pruned_loss=0.1219, over 2466705.83 frames. utt_duration=1179 frames, utt_pad_proportion=0.08171, over 8378.45 utterances.], giga_tot_loss[loss=0.2882, simple_loss=0.3505, pruned_loss=0.1129, over 2474318.48 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06385, over 19352.76 utterances.], batch size: 97, lr: 9.42e-04
2022-08-21 06:31:13,624 INFO [train.py:927] (4/8) Epoch 2, batch 23650, libri_loss[loss=0.2231, simple_loss=0.2903, pruned_loss=0.07793, over 12184.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008374, over 30.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.3591, pruned_loss=0.1217, over 2474108.16 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06659, over 19351.08 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3598, pruned_loss=0.1216, over 2466734.32 frames. utt_duration=1185 frames, utt_pad_proportion=0.08024, over 8338.32 utterances.], giga_tot_loss[loss=0.2987, simple_loss=0.3574, pruned_loss=0.12, over 2475127.62 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06376, over 20338.78 utterances.], batch size: 30, lr: 9.42e-04
2022-08-21 06:33:03,203 INFO [train.py:927] (4/8) Epoch 2, batch 23700, giga_loss[loss=0.3172, simple_loss=0.3711, pruned_loss=0.1316, over 12413.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03941, over 40.00 utterances.], tot_loss[loss=0.3138, simple_loss=0.3674, pruned_loss=0.1301, over 2474545.64 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07077, over 21211.24 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3597, pruned_loss=0.1217, over 2466992.52 frames. utt_duration=1187 frames, utt_pad_proportion=0.07877, over 8324.00 utterances.], giga_tot_loss[loss=0.3118, simple_loss=0.3662, pruned_loss=0.1287, over 2475298.24 frames. utt_duration=446.5 frames, utt_pad_proportion=0.06886, over 22250.12 utterances.], batch size: 40, lr: 9.41e-04
2022-08-21 06:34:51,876 INFO [train.py:927] (4/8) Epoch 2, batch 23750, giga_loss[loss=0.2566, simple_loss=0.3151, pruned_loss=0.09899, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03165, over 40.00 utterances.], tot_loss[loss=0.3133, simple_loss=0.3664, pruned_loss=0.13, over 2475486.07 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07243, over 21599.54 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3592, pruned_loss=0.1214, over 2467121.51 frames. utt_duration=1191 frames, utt_pad_proportion=0.07792, over 8297.24 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.366, pruned_loss=0.1293, over 2476082.82 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07111, over 22611.95 utterances.], batch size: 40, lr: 9.41e-04
2022-08-21 06:36:37,908 INFO [train.py:927] (4/8) Epoch 2, batch 23800, giga_loss[loss=0.3742, simple_loss=0.3914, pruned_loss=0.1785, over 12337.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2068, over 370.00 utterances.], tot_loss[loss=0.3139, simple_loss=0.3674, pruned_loss=0.1302, over 2475722.75 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07852, over 22153.88 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3596, pruned_loss=0.1215, over 2467159.89 frames. utt_duration=1193 frames, utt_pad_proportion=0.07701, over 8282.88 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.3668, pruned_loss=0.1296, over 2476274.44 frames. utt_duration=429.5 frames, utt_pad_proportion=0.0775, over 23140.13 utterances.], batch size: 370, lr: 9.40e-04
2022-08-21 06:38:20,854 INFO [train.py:927] (4/8) Epoch 2, batch 23850, giga_loss[loss=0.3738, simple_loss=0.3976, pruned_loss=0.175, over 12386.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.314, simple_loss=0.3682, pruned_loss=0.1299, over 2475652.69 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07608, over 21441.75 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3592, pruned_loss=0.1207, over 2467754.51 frames. utt_duration=1197 frames, utt_pad_proportion=0.07711, over 8259.29 utterances.], giga_tot_loss[loss=0.3149, simple_loss=0.3686, pruned_loss=0.1307, over 2476107.41 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07529, over 23171.12 utterances.], batch size: 258, lr: 9.40e-04
2022-08-21 06:40:10,591 INFO [train.py:927] (4/8) Epoch 2, batch 23900, giga_loss[loss=0.2773, simple_loss=0.3544, pruned_loss=0.1001, over 12390.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03289, over 80.00 utterances.], tot_loss[loss=0.3105, simple_loss=0.3662, pruned_loss=0.1274, over 2474785.18 frames. utt_duration=455 frames, utt_pad_proportion=0.07857, over 21828.81 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3585, pruned_loss=0.1202, over 2467861.05 frames. utt_duration=1203 frames, utt_pad_proportion=0.07576, over 8219.23 utterances.], giga_tot_loss[loss=0.3124, simple_loss=0.3674, pruned_loss=0.1287, over 2475216.62 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07822, over 23547.01 utterances.], batch size: 80, lr: 9.39e-04
2022-08-21 06:41:56,904 INFO [train.py:927] (4/8) Epoch 2, batch 23950, libri_loss[loss=0.2603, simple_loss=0.3287, pruned_loss=0.09601, over 12450.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005148, over 35.00 utterances.], tot_loss[loss=0.3069, simple_loss=0.3635, pruned_loss=0.1251, over 2474226.99 frames. utt_duration=444.6 frames, utt_pad_proportion=0.08044, over 22331.04 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3571, pruned_loss=0.1195, over 2467975.95 frames. utt_duration=1200 frames, utt_pad_proportion=0.07764, over 8235.27 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.366, pruned_loss=0.1271, over 2474709.00 frames. utt_duration=410.2 frames, utt_pad_proportion=0.07938, over 24218.52 utterances.], batch size: 35, lr: 9.39e-04
2022-08-21 06:43:40,713 INFO [train.py:927] (4/8) Epoch 2, batch 24000, giga_loss[loss=0.3023, simple_loss=0.3591, pruned_loss=0.1228, over 12419.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06157, over 183.00 utterances.], tot_loss[loss=0.3042, simple_loss=0.3612, pruned_loss=0.1236, over 2474839.49 frames. utt_duration=445.4 frames, utt_pad_proportion=0.08067, over 22300.40 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.357, pruned_loss=0.1197, over 2467991.49 frames. utt_duration=1189 frames, utt_pad_proportion=0.08128, over 8312.28 utterances.], giga_tot_loss[loss=0.3067, simple_loss=0.3634, pruned_loss=0.1251, over 2475362.47 frames. utt_duration=412.9 frames, utt_pad_proportion=0.07864, over 24062.29 utterances.], batch size: 183, lr: 9.38e-04
2022-08-21 06:43:40,714 INFO [train.py:958] (4/8) Computing validation loss
2022-08-21 06:43:54,397 INFO [train.py:967] (4/8) Epoch 2, validation: loss=0.2074, simple_loss=0.3136, pruned_loss=0.05066, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 06:45:43,321 INFO [train.py:927] (4/8) Epoch 2, batch 24050, giga_loss[loss=0.3712, simple_loss=0.3996, pruned_loss=0.1714, over 12380.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09796, over 256.00 utterances.], tot_loss[loss=0.3024, simple_loss=0.361, pruned_loss=0.1219, over 2474943.38 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07462, over 21300.55 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3574, pruned_loss=0.1192, over 2468007.26 frames. utt_duration=1197 frames, utt_pad_proportion=0.07928, over 8255.28 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.3625, pruned_loss=0.1236, over 2475588.60 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07397, over 23201.86 utterances.], batch size: 256, lr: 9.38e-04
2022-08-21 06:47:36,332 INFO [train.py:927] (4/8) Epoch 2, batch 24100, giga_loss[loss=0.2736, simple_loss=0.357, pruned_loss=0.09511, over 12342.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0286, over 48.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3599, pruned_loss=0.1185, over 2475202.34 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07155, over 21341.05 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3583, pruned_loss=0.1192, over 2468135.22 frames. utt_duration=1198 frames, utt_pad_proportion=0.07895, over 8251.00 utterances.], giga_tot_loss[loss=0.2999, simple_loss=0.3602, pruned_loss=0.1198, over 2475617.58 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07133, over 22898.26 utterances.], batch size: 48, lr: 9.37e-04
2022-08-21 06:49:21,317 INFO [train.py:927] (4/8) Epoch 2, batch 24150, giga_loss[loss=0.2864, simple_loss=0.3591, pruned_loss=0.1068, over 12361.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02914, over 70.00 utterances.], tot_loss[loss=0.2998, simple_loss=0.3615, pruned_loss=0.119, over 2475487.88 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07182, over 21060.80 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3588, pruned_loss=0.1199, over 2468261.72 frames. utt_duration=1176 frames, utt_pad_proportion=0.0853, over 8405.84 utterances.], giga_tot_loss[loss=0.3001, simple_loss=0.3613, pruned_loss=0.1195, over 2475913.96 frames. utt_duration=440 frames, utt_pad_proportion=0.06912, over 22584.23 utterances.], batch size: 70, lr: 9.37e-04
2022-08-21 06:51:05,309 INFO [train.py:927] (4/8) Epoch 2, batch 24200, giga_loss[loss=0.3452, simple_loss=0.3838, pruned_loss=0.1533, over 12376.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06808, over 212.00 utterances.], tot_loss[loss=0.2981, simple_loss=0.3596, pruned_loss=0.1183, over 2475627.23 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07234, over 20400.36 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3582, pruned_loss=0.1196, over 2468544.60 frames. utt_duration=1171 frames, utt_pad_proportion=0.08708, over 8442.96 utterances.], giga_tot_loss[loss=0.2988, simple_loss=0.3601, pruned_loss=0.1188, over 2475974.35 frames. utt_duration=450.9 frames, utt_pad_proportion=0.06931, over 22033.87 utterances.], batch size: 212, lr: 9.36e-04
2022-08-21 06:52:54,075 INFO [train.py:927] (4/8) Epoch 2, batch 24250, giga_loss[loss=0.296, simple_loss=0.3552, pruned_loss=0.1184, over 12410.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03266, over 80.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.356, pruned_loss=0.1162, over 2475611.16 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06688, over 19372.86 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3577, pruned_loss=0.1193, over 2468701.73 frames. utt_duration=1170 frames, utt_pad_proportion=0.08663, over 8454.26 utterances.], giga_tot_loss[loss=0.2953, simple_loss=0.3568, pruned_loss=0.1169, over 2475882.30 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06471, over 20861.16 utterances.], batch size: 80, lr: 9.36e-04
2022-08-21 06:54:42,476 INFO [train.py:927] (4/8) Epoch 2, batch 24300, giga_loss[loss=0.286, simple_loss=0.3552, pruned_loss=0.1085, over 12363.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04119, over 113.00 utterances.], tot_loss[loss=0.2909, simple_loss=0.354, pruned_loss=0.1139, over 2475971.80 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06471, over 18793.41 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3573, pruned_loss=0.1191, over 2468620.38 frames. utt_duration=1174 frames, utt_pad_proportion=0.08596, over 8422.58 utterances.], giga_tot_loss[loss=0.292, simple_loss=0.3549, pruned_loss=0.1145, over 2476374.76 frames. utt_duration=493.2 frames, utt_pad_proportion=0.06325, over 20143.84 utterances.], batch size: 113, lr: 9.36e-04
2022-08-21 06:56:26,594 INFO [train.py:927] (4/8) Epoch 2, batch 24350, giga_loss[loss=0.3755, simple_loss=0.399, pruned_loss=0.176, over 12375.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.29, simple_loss=0.3536, pruned_loss=0.1132, over 2474811.75 frames. utt_duration=523 frames, utt_pad_proportion=0.0638, over 18979.96 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.357, pruned_loss=0.1188, over 2468055.85 frames. utt_duration=1178 frames, utt_pad_proportion=0.0847, over 8389.34 utterances.], giga_tot_loss[loss=0.2911, simple_loss=0.3546, pruned_loss=0.1138, over 2475756.48 frames. utt_duration=490 frames, utt_pad_proportion=0.06304, over 20268.55 utterances.], batch size: 257, lr: 9.35e-04
2022-08-21 06:58:11,926 INFO [train.py:927] (4/8) Epoch 2, batch 24400, libri_loss[loss=0.2267, simple_loss=0.2879, pruned_loss=0.08274, over 12285.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006505, over 32.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3504, pruned_loss=0.1119, over 2474436.70 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06504, over 18847.04 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3558, pruned_loss=0.1181, over 2467681.21 frames. utt_duration=1187 frames, utt_pad_proportion=0.08243, over 8327.70 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3521, pruned_loss=0.1129, over 2475810.12 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06501, over 20350.03 utterances.], batch size: 32, lr: 9.35e-04
2022-08-21 07:00:00,720 INFO [train.py:927] (4/8) Epoch 2, batch 24450, giga_loss[loss=0.3025, simple_loss=0.3584, pruned_loss=0.1233, over 12376.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04582, over 146.00 utterances.], tot_loss[loss=0.2866, simple_loss=0.3496, pruned_loss=0.1118, over 2474711.27 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06754, over 18915.73 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3557, pruned_loss=0.1178, over 2467700.62 frames. utt_duration=1180 frames, utt_pad_proportion=0.08601, over 8376.06 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.351, pruned_loss=0.1129, over 2475922.11 frames. utt_duration=490 frames, utt_pad_proportion=0.066, over 20273.14 utterances.], batch size: 146, lr: 9.34e-04
2022-08-21 07:01:45,289 INFO [train.py:927] (4/8) Epoch 2, batch 24500, libri_loss[loss=0.3245, simple_loss=0.3744, pruned_loss=0.1373, over 12443.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01019, over 39.00 utterances.], tot_loss[loss=0.2859, simple_loss=0.3478, pruned_loss=0.112, over 2474632.56 frames. utt_duration=520.7 frames, utt_pad_proportion=0.07276, over 19062.38 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3557, pruned_loss=0.1182, over 2467729.08 frames. utt_duration=1184 frames, utt_pad_proportion=0.08409, over 8349.19 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3487, pruned_loss=0.1123, over 2475818.60 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07179, over 20585.91 utterances.], batch size: 39, lr: 9.34e-04
2022-08-21 07:03:32,098 INFO [train.py:927] (4/8) Epoch 2, batch 24550, giga_loss[loss=0.2184, simple_loss=0.3033, pruned_loss=0.06677, over 12339.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.03498, over 26.00 utterances.], tot_loss[loss=0.2874, simple_loss=0.3488, pruned_loss=0.1131, over 2474422.90 frames. utt_duration=512.7 frames, utt_pad_proportion=0.07179, over 19359.90 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3553, pruned_loss=0.118, over 2467622.81 frames. utt_duration=1186 frames, utt_pad_proportion=0.08323, over 8336.02 utterances.], giga_tot_loss[loss=0.2882, simple_loss=0.3497, pruned_loss=0.1134, over 2475568.10 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07134, over 20717.46 utterances.], batch size: 26, lr: 9.33e-04
2022-08-21 07:05:15,751 INFO [train.py:927] (4/8) Epoch 2, batch 24600, giga_loss[loss=0.2816, simple_loss=0.3433, pruned_loss=0.1099, over 12380.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.349, pruned_loss=0.1126, over 2474365.37 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07352, over 19650.66 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3552, pruned_loss=0.1181, over 2467821.37 frames. utt_duration=1187 frames, utt_pad_proportion=0.08194, over 8328.31 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3497, pruned_loss=0.1127, over 2475212.44 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07341, over 20927.84 utterances.], batch size: 91, lr: 9.33e-04
2022-08-21 07:07:03,419 INFO [train.py:927] (4/8) Epoch 2, batch 24650, giga_loss[loss=0.2978, simple_loss=0.3557, pruned_loss=0.12, over 12390.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3491, pruned_loss=0.1126, over 2474097.32 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06822, over 19051.27 utterances.], libri_tot_loss[loss=0.2952, simple_loss=0.3547, pruned_loss=0.1178, over 2467894.52 frames. utt_duration=1189 frames, utt_pad_proportion=0.08136, over 8311.09 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3501, pruned_loss=0.1128, over 2474751.76 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06859, over 20171.26 utterances.], batch size: 91, lr: 9.32e-04
2022-08-21 07:08:50,118 INFO [train.py:927] (4/8) Epoch 2, batch 24700, giga_loss[loss=0.2583, simple_loss=0.313, pruned_loss=0.1018, over 12294.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03051, over 28.00 utterances.], tot_loss[loss=0.2913, simple_loss=0.3518, pruned_loss=0.1154, over 2474754.86 frames. utt_duration=505.5 frames, utt_pad_proportion=0.07404, over 19638.83 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3557, pruned_loss=0.1183, over 2468286.21 frames. utt_duration=1169 frames, utt_pad_proportion=0.0882, over 8458.15 utterances.], giga_tot_loss[loss=0.2909, simple_loss=0.3516, pruned_loss=0.1151, over 2475028.80 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07114, over 20599.20 utterances.], batch size: 28, lr: 9.32e-04
2022-08-21 07:10:35,095 INFO [train.py:927] (4/8) Epoch 2, batch 24750, libri_loss[loss=0.2839, simple_loss=0.3594, pruned_loss=0.1042, over 12344.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01575, over 41.00 utterances.], tot_loss[loss=0.2962, simple_loss=0.3553, pruned_loss=0.1185, over 2474205.71 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07885, over 20344.16 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3567, pruned_loss=0.1183, over 2468087.99 frames. utt_duration=1170 frames, utt_pad_proportion=0.08657, over 8446.93 utterances.], giga_tot_loss[loss=0.2952, simple_loss=0.354, pruned_loss=0.1182, over 2474830.44 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07685, over 21564.91 utterances.], batch size: 41, lr: 9.31e-04
2022-08-21 07:12:22,495 INFO [train.py:927] (4/8) Epoch 2, batch 24800, giga_loss[loss=0.2545, simple_loss=0.3332, pruned_loss=0.08786, over 12377.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02783, over 70.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.3544, pruned_loss=0.1169, over 2474389.27 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07982, over 20606.46 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3575, pruned_loss=0.1187, over 2468233.96 frames. utt_duration=1173 frames, utt_pad_proportion=0.08597, over 8427.52 utterances.], giga_tot_loss[loss=0.2925, simple_loss=0.3526, pruned_loss=0.1162, over 2474797.06 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07842, over 21699.05 utterances.], batch size: 70, lr: 9.31e-04
2022-08-21 07:14:05,522 INFO [train.py:927] (4/8) Epoch 2, batch 24850, giga_loss[loss=0.3121, simple_loss=0.3569, pruned_loss=0.1337, over 12406.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.2921, simple_loss=0.3529, pruned_loss=0.1156, over 2473724.13 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07704, over 20813.78 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3571, pruned_loss=0.1186, over 2467863.66 frames. utt_duration=1177 frames, utt_pad_proportion=0.08429, over 8396.94 utterances.], giga_tot_loss[loss=0.291, simple_loss=0.3517, pruned_loss=0.1151, over 2474549.02 frames. utt_duration=450.3 frames, utt_pad_proportion=0.0766, over 22055.96 utterances.], batch size: 146, lr: 9.31e-04
2022-08-21 07:15:52,293 INFO [train.py:927] (4/8) Epoch 2, batch 24900, giga_loss[loss=0.2902, simple_loss=0.3512, pruned_loss=0.1146, over 12359.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02687, over 48.00 utterances.], tot_loss[loss=0.289, simple_loss=0.3498, pruned_loss=0.1141, over 2474157.03 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07508, over 20482.06 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3567, pruned_loss=0.1185, over 2467719.83 frames. utt_duration=1180 frames, utt_pad_proportion=0.08383, over 8373.05 utterances.], giga_tot_loss[loss=0.2883, simple_loss=0.3492, pruned_loss=0.1137, over 2474976.25 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07497, over 21587.68 utterances.], batch size: 48, lr: 9.30e-04
2022-08-21 07:17:37,361 INFO [train.py:927] (4/8) Epoch 2, batch 24950, giga_loss[loss=0.2856, simple_loss=0.3579, pruned_loss=0.1066, over 12376.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02791, over 66.00 utterances.], tot_loss[loss=0.2885, simple_loss=0.35, pruned_loss=0.1135, over 2473882.02 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07306, over 19977.10 utterances.], libri_tot_loss[loss=0.2954, simple_loss=0.3553, pruned_loss=0.1177, over 2467669.76 frames. utt_duration=1189 frames, utt_pad_proportion=0.08153, over 8310.17 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3505, pruned_loss=0.1138, over 2474830.43 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07383, over 21376.44 utterances.], batch size: 66, lr: 9.30e-04
2022-08-21 07:19:24,953 INFO [train.py:927] (4/8) Epoch 2, batch 25000, giga_loss[loss=0.3465, simple_loss=0.402, pruned_loss=0.1455, over 12407.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.0733, over 213.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.3536, pruned_loss=0.1135, over 2473457.71 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07123, over 20189.92 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3554, pruned_loss=0.1179, over 2467554.46 frames. utt_duration=1182 frames, utt_pad_proportion=0.08309, over 8358.30 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3539, pruned_loss=0.1135, over 2474501.43 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07138, over 21578.25 utterances.], batch size: 213, lr: 9.29e-04
2022-08-21 07:21:09,052 INFO [train.py:927] (4/8) Epoch 2, batch 25050, giga_loss[loss=0.2863, simple_loss=0.3542, pruned_loss=0.1093, over 12453.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.03044, over 55.00 utterances.], tot_loss[loss=0.2904, simple_loss=0.3543, pruned_loss=0.1132, over 2473890.58 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06825, over 19475.28 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3554, pruned_loss=0.1174, over 2467771.39 frames. utt_duration=1185 frames, utt_pad_proportion=0.082, over 8343.91 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3545, pruned_loss=0.1136, over 2474700.84 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06878, over 20912.57 utterances.], batch size: 55, lr: 9.29e-04
2022-08-21 07:22:56,940 INFO [train.py:927] (4/8) Epoch 2, batch 25100, giga_loss[loss=0.2637, simple_loss=0.337, pruned_loss=0.09523, over 12418.00 frames. utt_duration=754.3 frames, utt_pad_proportion=0.02298, over 66.00 utterances.], tot_loss[loss=0.2921, simple_loss=0.3545, pruned_loss=0.1148, over 2473704.88 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07732, over 20070.08 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3552, pruned_loss=0.1172, over 2467816.99 frames. utt_duration=1188 frames, utt_pad_proportion=0.08088, over 8323.15 utterances.], giga_tot_loss[loss=0.2926, simple_loss=0.3549, pruned_loss=0.1152, over 2474406.30 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0775, over 21426.46 utterances.], batch size: 66, lr: 9.28e-04
2022-08-21 07:24:41,347 INFO [train.py:927] (4/8) Epoch 2, batch 25150, giga_loss[loss=0.2754, simple_loss=0.3352, pruned_loss=0.1078, over 12193.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03437, over 42.00 utterances.], tot_loss[loss=0.2924, simple_loss=0.3536, pruned_loss=0.1156, over 2473911.48 frames. utt_duration=486 frames, utt_pad_proportion=0.07895, over 20421.86 utterances.], libri_tot_loss[loss=0.2944, simple_loss=0.3548, pruned_loss=0.117, over 2467983.79 frames. utt_duration=1188 frames, utt_pad_proportion=0.07986, over 8319.61 utterances.], giga_tot_loss[loss=0.2932, simple_loss=0.3542, pruned_loss=0.1161, over 2474422.23 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07935, over 21715.07 utterances.], batch size: 42, lr: 9.28e-04
2022-08-21 07:26:27,621 INFO [train.py:927] (4/8) Epoch 2, batch 25200, libri_loss[loss=0.3141, simple_loss=0.3839, pruned_loss=0.1221, over 12458.00 frames. utt_duration=768 frames, utt_pad_proportion=0.1273, over 65.00 utterances.], tot_loss[loss=0.2926, simple_loss=0.3534, pruned_loss=0.1159, over 2474310.24 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07504, over 19809.33 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3546, pruned_loss=0.1168, over 2468061.80 frames. utt_duration=1186 frames, utt_pad_proportion=0.07966, over 8332.33 utterances.], giga_tot_loss[loss=0.2934, simple_loss=0.354, pruned_loss=0.1164, over 2474730.60 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07561, over 21025.71 utterances.], batch size: 65, lr: 9.27e-04
2022-08-21 07:28:12,864 INFO [train.py:927] (4/8) Epoch 2, batch 25250, giga_loss[loss=0.2778, simple_loss=0.3417, pruned_loss=0.107, over 12386.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.0301, over 58.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3525, pruned_loss=0.1153, over 2474836.61 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07348, over 19483.39 utterances.], libri_tot_loss[loss=0.294, simple_loss=0.3546, pruned_loss=0.1166, over 2467920.46 frames. utt_duration=1185 frames, utt_pad_proportion=0.07888, over 8343.27 utterances.], giga_tot_loss[loss=0.2923, simple_loss=0.3528, pruned_loss=0.1159, over 2475459.26 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07427, over 20750.38 utterances.], batch size: 58, lr: 9.27e-04
2022-08-21 07:29:56,339 INFO [train.py:927] (4/8) Epoch 2, batch 25300, giga_loss[loss=0.2776, simple_loss=0.3462, pruned_loss=0.1045, over 12305.00 frames. utt_duration=913 frames, utt_pad_proportion=0.02461, over 54.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.3514, pruned_loss=0.1146, over 2474313.40 frames. utt_duration=510.6 frames, utt_pad_proportion=0.07471, over 19439.19 utterances.], libri_tot_loss[loss=0.2936, simple_loss=0.3545, pruned_loss=0.1163, over 2467994.16 frames. utt_duration=1175 frames, utt_pad_proportion=0.08177, over 8415.30 utterances.], giga_tot_loss[loss=0.2911, simple_loss=0.3518, pruned_loss=0.1152, over 2474988.61 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07407, over 20802.26 utterances.], batch size: 54, lr: 9.27e-04
2022-08-21 07:31:39,415 INFO [train.py:927] (4/8) Epoch 2, batch 25350, giga_loss[loss=0.2381, simple_loss=0.3097, pruned_loss=0.08328, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0302, over 45.00 utterances.], tot_loss[loss=0.2898, simple_loss=0.3515, pruned_loss=0.114, over 2474175.56 frames. utt_duration=519.6 frames, utt_pad_proportion=0.07161, over 19102.31 utterances.], libri_tot_loss[loss=0.2931, simple_loss=0.3541, pruned_loss=0.1161, over 2468043.71 frames. utt_duration=1180 frames, utt_pad_proportion=0.07992, over 8378.17 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3521, pruned_loss=0.1147, over 2474855.24 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07186, over 20507.03 utterances.], batch size: 45, lr: 9.26e-04
2022-08-21 07:33:32,960 INFO [train.py:927] (4/8) Epoch 2, batch 25400, giga_loss[loss=0.2407, simple_loss=0.3312, pruned_loss=0.07511, over 12286.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02515, over 54.00 utterances.], tot_loss[loss=0.29, simple_loss=0.3517, pruned_loss=0.1141, over 2474009.34 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07806, over 19639.93 utterances.], libri_tot_loss[loss=0.2934, simple_loss=0.3541, pruned_loss=0.1164, over 2467939.46 frames. utt_duration=1178 frames, utt_pad_proportion=0.07945, over 8392.29 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3521, pruned_loss=0.1143, over 2474799.40 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07788, over 21031.99 utterances.], batch size: 54, lr: 9.26e-04
2022-08-21 07:35:18,123 INFO [train.py:927] (4/8) Epoch 2, batch 25450, libri_loss[loss=0.2566, simple_loss=0.3302, pruned_loss=0.09147, over 12408.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005246, over 34.00 utterances.], tot_loss[loss=0.2897, simple_loss=0.3535, pruned_loss=0.113, over 2473288.26 frames. utt_duration=510.7 frames, utt_pad_proportion=0.07825, over 19426.35 utterances.], libri_tot_loss[loss=0.2931, simple_loss=0.3538, pruned_loss=0.1162, over 2467717.56 frames. utt_duration=1181 frames, utt_pad_proportion=0.07804, over 8368.72 utterances.], giga_tot_loss[loss=0.2902, simple_loss=0.354, pruned_loss=0.1132, over 2474232.24 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07861, over 20819.06 utterances.], batch size: 34, lr: 9.25e-04
2022-08-21 07:37:02,600 INFO [train.py:927] (4/8) Epoch 2, batch 25500, libri_loss[loss=0.341, simple_loss=0.3925, pruned_loss=0.1448, over 12448.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.3634, over 123.00 utterances.], tot_loss[loss=0.2943, simple_loss=0.3567, pruned_loss=0.116, over 2473991.98 frames. utt_duration=494.6 frames, utt_pad_proportion=0.08097, over 20065.99 utterances.], libri_tot_loss[loss=0.2929, simple_loss=0.3536, pruned_loss=0.1161, over 2467772.69 frames. utt_duration=1175 frames, utt_pad_proportion=0.08114, over 8414.95 utterances.], giga_tot_loss[loss=0.2949, simple_loss=0.3573, pruned_loss=0.1163, over 2474829.58 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07986, over 21395.12 utterances.], batch size: 123, lr: 9.25e-04
2022-08-21 07:38:45,870 INFO [train.py:927] (4/8) Epoch 2, batch 25550, giga_loss[loss=0.3027, simple_loss=0.3648, pruned_loss=0.1203, over 12315.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02915, over 74.00 utterances.], tot_loss[loss=0.2959, simple_loss=0.3575, pruned_loss=0.1172, over 2473844.72 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07668, over 19804.68 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.3529, pruned_loss=0.1158, over 2467428.83 frames. utt_duration=1181 frames, utt_pad_proportion=0.07943, over 8365.24 utterances.], giga_tot_loss[loss=0.297, simple_loss=0.3587, pruned_loss=0.1177, over 2474989.11 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07662, over 21222.50 utterances.], batch size: 74, lr: 9.24e-04
2022-08-21 07:40:30,283 INFO [train.py:927] (4/8) Epoch 2, batch 25600, giga_loss[loss=0.3216, simple_loss=0.3848, pruned_loss=0.1292, over 12377.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05274, over 161.00 utterances.], tot_loss[loss=0.2934, simple_loss=0.3567, pruned_loss=0.1151, over 2474199.04 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07238, over 19824.47 utterances.], libri_tot_loss[loss=0.2921, simple_loss=0.3528, pruned_loss=0.1157, over 2467237.92 frames. utt_duration=1184 frames, utt_pad_proportion=0.07851, over 8348.85 utterances.], giga_tot_loss[loss=0.2944, simple_loss=0.3578, pruned_loss=0.1156, over 2475360.23 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07287, over 21108.64 utterances.], batch size: 161, lr: 9.24e-04
2022-08-21 07:42:14,298 INFO [train.py:927] (4/8) Epoch 2, batch 25650, giga_loss[loss=0.2366, simple_loss=0.3127, pruned_loss=0.08029, over 12240.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03229, over 45.00 utterances.], tot_loss[loss=0.2917, simple_loss=0.3558, pruned_loss=0.1138, over 2474128.59 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07422, over 20085.95 utterances.], libri_tot_loss[loss=0.2914, simple_loss=0.3524, pruned_loss=0.1153, over 2467283.66 frames. utt_duration=1194 frames, utt_pad_proportion=0.07671, over 8279.57 utterances.], giga_tot_loss[loss=0.2931, simple_loss=0.3572, pruned_loss=0.1145, over 2475247.18 frames. utt_duration=461 frames, utt_pad_proportion=0.07504, over 21546.50 utterances.], batch size: 45, lr: 9.23e-04
2022-08-21 07:43:58,229 INFO [train.py:927] (4/8) Epoch 2, batch 25700, giga_loss[loss=0.2658, simple_loss=0.3377, pruned_loss=0.09692, over 12351.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03253, over 58.00 utterances.], tot_loss[loss=0.2921, simple_loss=0.3556, pruned_loss=0.1143, over 2474100.79 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07471, over 20167.28 utterances.], libri_tot_loss[loss=0.291, simple_loss=0.3519, pruned_loss=0.115, over 2467193.05 frames. utt_duration=1198 frames, utt_pad_proportion=0.07527, over 8244.85 utterances.], giga_tot_loss[loss=0.2937, simple_loss=0.3572, pruned_loss=0.1151, over 2475223.77 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07583, over 21628.49 utterances.], batch size: 58, lr: 9.23e-04
2022-08-21 07:45:45,701 INFO [train.py:927] (4/8) Epoch 2, batch 25750, libri_loss[loss=0.2362, simple_loss=0.3014, pruned_loss=0.08548, over 12226.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006476, over 31.00 utterances.], tot_loss[loss=0.2898, simple_loss=0.3526, pruned_loss=0.1135, over 2474453.06 frames. utt_duration=484 frames, utt_pad_proportion=0.08262, over 20510.50 utterances.], libri_tot_loss[loss=0.2904, simple_loss=0.3514, pruned_loss=0.1147, over 2467158.71 frames. utt_duration=1202 frames, utt_pad_proportion=0.07444, over 8219.29 utterances.], giga_tot_loss[loss=0.2916, simple_loss=0.3544, pruned_loss=0.1144, over 2475479.40 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08338, over 21861.13 utterances.], batch size: 31, lr: 9.23e-04
2022-08-21 07:47:31,152 INFO [train.py:927] (4/8) Epoch 2, batch 25800, giga_loss[loss=0.2659, simple_loss=0.3417, pruned_loss=0.09507, over 12439.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03239, over 75.00 utterances.], tot_loss[loss=0.2885, simple_loss=0.351, pruned_loss=0.1131, over 2474152.96 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07598, over 19784.61 utterances.], libri_tot_loss[loss=0.2899, simple_loss=0.3509, pruned_loss=0.1145, over 2467227.69 frames. utt_duration=1210 frames, utt_pad_proportion=0.07194, over 8167.14 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.353, pruned_loss=0.114, over 2475249.13 frames. utt_duration=462.5 frames, utt_pad_proportion=0.078, over 21474.97 utterances.], batch size: 75, lr: 9.22e-04
2022-08-21 07:49:11,462 INFO [train.py:927] (4/8) Epoch 2, batch 25850, giga_loss[loss=0.2643, simple_loss=0.3377, pruned_loss=0.09545, over 12384.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03072, over 62.00 utterances.], tot_loss[loss=0.289, simple_loss=0.3506, pruned_loss=0.1137, over 2473808.37 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07782, over 20266.78 utterances.], libri_tot_loss[loss=0.2897, simple_loss=0.3506, pruned_loss=0.1145, over 2466914.39 frames. utt_duration=1202 frames, utt_pad_proportion=0.07519, over 8218.62 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3525, pruned_loss=0.1144, over 2475100.43 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07812, over 21784.64 utterances.], batch size: 62, lr: 9.22e-04
2022-08-21 07:50:52,323 INFO [train.py:927] (4/8) Epoch 2, batch 25900, giga_loss[loss=0.2719, simple_loss=0.3516, pruned_loss=0.09612, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02774, over 48.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3475, pruned_loss=0.11, over 2473712.64 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07652, over 20515.55 utterances.], libri_tot_loss[loss=0.2892, simple_loss=0.3502, pruned_loss=0.1141, over 2466877.42 frames. utt_duration=1209 frames, utt_pad_proportion=0.07402, over 8169.64 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3492, pruned_loss=0.1109, over 2474938.86 frames. utt_duration=450.1 frames, utt_pad_proportion=0.0773, over 22068.52 utterances.], batch size: 48, lr: 9.21e-04
2022-08-21 07:52:43,660 INFO [train.py:927] (4/8) Epoch 2, batch 25950, giga_loss[loss=0.2552, simple_loss=0.3165, pruned_loss=0.09696, over 12437.00 frames. utt_duration=906.1 frames, utt_pad_proportion=0.0288, over 55.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3463, pruned_loss=0.1097, over 2474148.56 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07354, over 20377.41 utterances.], libri_tot_loss[loss=0.2895, simple_loss=0.3504, pruned_loss=0.1143, over 2466782.87 frames. utt_duration=1211 frames, utt_pad_proportion=0.07293, over 8157.45 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3475, pruned_loss=0.1101, over 2475326.94 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07474, over 21849.51 utterances.], batch size: 55, lr: 9.21e-04
2022-08-21 07:54:25,341 INFO [train.py:927] (4/8) Epoch 2, batch 26000, giga_loss[loss=0.3751, simple_loss=0.3934, pruned_loss=0.1785, over 12356.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2021, over 368.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3454, pruned_loss=0.1097, over 2474298.05 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07257, over 20611.76 utterances.], libri_tot_loss[loss=0.2893, simple_loss=0.3504, pruned_loss=0.1141, over 2466928.46 frames. utt_duration=1214 frames, utt_pad_proportion=0.07201, over 8138.36 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3462, pruned_loss=0.1101, over 2475237.55 frames. utt_duration=451 frames, utt_pad_proportion=0.07386, over 22024.61 utterances.], batch size: 368, lr: 9.20e-04
2022-08-21 07:56:07,343 INFO [train.py:927] (4/8) Epoch 2, batch 26050, giga_loss[loss=0.3084, simple_loss=0.365, pruned_loss=0.1259, over 12386.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04131, over 133.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.3485, pruned_loss=0.1109, over 2474171.61 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07274, over 21333.28 utterances.], libri_tot_loss[loss=0.2899, simple_loss=0.3515, pruned_loss=0.1141, over 2467017.55 frames. utt_duration=1216 frames, utt_pad_proportion=0.07146, over 8124.01 utterances.], giga_tot_loss[loss=0.2852, simple_loss=0.3482, pruned_loss=0.1111, over 2474898.82 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07388, over 22564.89 utterances.], batch size: 133, lr: 9.20e-04
2022-08-21 07:57:48,453 INFO [train.py:927] (4/8) Epoch 2, batch 26100, giga_loss[loss=0.3605, simple_loss=0.3993, pruned_loss=0.1609, over 12391.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07343, over 212.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3493, pruned_loss=0.1121, over 2474039.67 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07672, over 21990.83 utterances.], libri_tot_loss[loss=0.2903, simple_loss=0.3522, pruned_loss=0.1143, over 2467189.86 frames. utt_duration=1221 frames, utt_pad_proportion=0.07043, over 8094.81 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3484, pruned_loss=0.1121, over 2474586.89 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07775, over 23232.31 utterances.], batch size: 212, lr: 9.20e-04
2022-08-21 07:59:30,884 INFO [train.py:927] (4/8) Epoch 2, batch 26150, giga_loss[loss=0.2828, simple_loss=0.352, pruned_loss=0.1068, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03014, over 85.00 utterances.], tot_loss[loss=0.2881, simple_loss=0.3507, pruned_loss=0.1127, over 2474256.70 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07598, over 21249.08 utterances.], libri_tot_loss[loss=0.2913, simple_loss=0.3527, pruned_loss=0.1149, over 2467350.11 frames. utt_duration=1185 frames, utt_pad_proportion=0.08265, over 8339.24 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3494, pruned_loss=0.112, over 2474686.72 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07241, over 22305.56 utterances.], batch size: 85, lr: 9.19e-04
2022-08-21 08:00:16,868 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-21 08:02:46,698 INFO [train.py:927] (4/8) Epoch 3, batch 50, giga_loss[loss=0.2447, simple_loss=0.3167, pruned_loss=0.0864, over 12324.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02575, over 45.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3451, pruned_loss=0.09569, over 548319.43 frames. utt_duration=605 frames, utt_pad_proportion=0.04795, over 3634.11 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3296, pruned_loss=0.09054, over 61160.08 frames. utt_duration=1277 frames, utt_pad_proportion=0.0238, over 191.85 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3468, pruned_loss=0.09623, over 499502.28 frames. utt_duration=573.3 frames, utt_pad_proportion=0.0491, over 3494.18 utterances.], batch size: 45, lr: 9.12e-04
2022-08-21 08:04:30,696 INFO [train.py:927] (4/8) Epoch 3, batch 100, giga_loss[loss=0.2322, simple_loss=0.2861, pruned_loss=0.08917, over 12228.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03138, over 39.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3301, pruned_loss=0.0894, over 974435.59 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06293, over 6849.52 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.3548, pruned_loss=0.09015, over 132363.19 frames. utt_duration=1351 frames, utt_pad_proportion=0.01486, over 392.47 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3266, pruned_loss=0.0894, over 889791.07 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06528, over 6711.26 utterances.], batch size: 39, lr: 9.11e-04
2022-08-21 08:06:13,045 INFO [train.py:927] (4/8) Epoch 3, batch 150, giga_loss[loss=0.228, simple_loss=0.3059, pruned_loss=0.07501, over 12397.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.02556, over 91.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3148, pruned_loss=0.08155, over 1306191.39 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06046, over 9660.46 utterances.], libri_tot_loss[loss=0.2656, simple_loss=0.358, pruned_loss=0.08661, over 189673.12 frames. utt_duration=1454 frames, utt_pad_proportion=0.01703, over 522.39 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3097, pruned_loss=0.08131, over 1209608.63 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06229, over 9614.07 utterances.], batch size: 91, lr: 9.11e-04
2022-08-21 08:07:55,707 INFO [train.py:927] (4/8) Epoch 3, batch 200, giga_loss[loss=0.1928, simple_loss=0.2639, pruned_loss=0.06088, over 12433.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03582, over 105.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3022, pruned_loss=0.07617, over 1564667.13 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06047, over 11482.15 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.345, pruned_loss=0.08449, over 279151.46 frames. utt_duration=1395 frames, utt_pad_proportion=0.02364, over 801.12 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.2972, pruned_loss=0.07554, over 1449471.89 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06224, over 11539.34 utterances.], batch size: 105, lr: 9.11e-04
2022-08-21 08:09:38,846 INFO [train.py:927] (4/8) Epoch 3, batch 250, giga_loss[loss=0.2085, simple_loss=0.2804, pruned_loss=0.06826, over 12468.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03454, over 86.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.2948, pruned_loss=0.07285, over 1766506.34 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05491, over 12682.30 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3419, pruned_loss=0.08571, over 333195.26 frames. utt_duration=1313 frames, utt_pad_proportion=0.03447, over 1016.60 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2898, pruned_loss=0.07163, over 1656891.59 frames. utt_duration=519.5 frames, utt_pad_proportion=0.05602, over 12795.12 utterances.], batch size: 86, lr: 9.10e-04
2022-08-21 08:11:20,709 INFO [train.py:927] (4/8) Epoch 3, batch 300, giga_loss[loss=0.1796, simple_loss=0.2586, pruned_loss=0.05032, over 12355.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02807, over 66.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2883, pruned_loss=0.06969, over 1923501.39 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05932, over 13973.50 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3406, pruned_loss=0.08596, over 365292.66 frames. utt_duration=1315 frames, utt_pad_proportion=0.03191, over 1112.85 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2837, pruned_loss=0.06834, over 1828413.21 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06043, over 14143.47 utterances.], batch size: 66, lr: 9.10e-04
2022-08-21 08:13:01,511 INFO [train.py:927] (4/8) Epoch 3, batch 350, giga_loss[loss=0.1633, simple_loss=0.2385, pruned_loss=0.04411, over 12478.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02887, over 55.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2846, pruned_loss=0.06815, over 2045521.02 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06003, over 14736.56 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3388, pruned_loss=0.08594, over 417322.70 frames. utt_duration=1303 frames, utt_pad_proportion=0.03461, over 1282.33 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2798, pruned_loss=0.06659, over 1958892.93 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06097, over 15018.43 utterances.], batch size: 55, lr: 9.09e-04
2022-08-21 08:14:43,362 INFO [train.py:927] (4/8) Epoch 3, batch 400, giga_loss[loss=0.1747, simple_loss=0.2514, pruned_loss=0.04897, over 12344.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05536, over 34.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2803, pruned_loss=0.06591, over 2140508.76 frames. utt_duration=580 frames, utt_pad_proportion=0.05718, over 14800.81 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.338, pruned_loss=0.08695, over 478397.60 frames. utt_duration=1314 frames, utt_pad_proportion=0.03185, over 1457.65 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2749, pruned_loss=0.06386, over 2060724.68 frames. utt_duration=543 frames, utt_pad_proportion=0.05852, over 15221.25 utterances.], batch size: 34, lr: 9.09e-04
2022-08-21 08:16:26,679 INFO [train.py:927] (4/8) Epoch 3, batch 450, giga_loss[loss=0.2383, simple_loss=0.2927, pruned_loss=0.09192, over 12346.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2084, over 371.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2773, pruned_loss=0.06415, over 2214285.31 frames. utt_duration=540 frames, utt_pad_proportion=0.06676, over 16448.15 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3429, pruned_loss=0.08716, over 507753.87 frames. utt_duration=1309 frames, utt_pad_proportion=0.03089, over 1553.37 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2711, pruned_loss=0.06215, over 2147694.44 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06774, over 16883.30 utterances.], batch size: 371, lr: 9.08e-04
2022-08-21 08:18:08,483 INFO [train.py:927] (4/8) Epoch 3, batch 500, giga_loss[loss=0.2573, simple_loss=0.3377, pruned_loss=0.08848, over 12380.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02771, over 70.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2851, pruned_loss=0.06874, over 2271746.71 frames. utt_duration=528.8 frames, utt_pad_proportion=0.07119, over 17232.99 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.34, pruned_loss=0.08658, over 565669.65 frames. utt_duration=1274 frames, utt_pad_proportion=0.04699, over 1778.25 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2793, pruned_loss=0.06679, over 2212457.94 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07082, over 17793.74 utterances.], batch size: 70, lr: 9.08e-04
2022-08-21 08:19:53,284 INFO [train.py:927] (4/8) Epoch 3, batch 550, giga_loss[loss=0.226, simple_loss=0.305, pruned_loss=0.07345, over 12409.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04597, over 31.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.2989, pruned_loss=0.07602, over 2316402.26 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06525, over 17059.43 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3377, pruned_loss=0.08598, over 612589.91 frames. utt_duration=1285 frames, utt_pad_proportion=0.04369, over 1909.45 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.2941, pruned_loss=0.07444, over 2265339.68 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06564, over 17719.43 utterances.], batch size: 31, lr: 9.08e-04
2022-08-21 08:21:37,181 INFO [train.py:927] (4/8) Epoch 3, batch 600, giga_loss[loss=0.2433, simple_loss=0.3343, pruned_loss=0.07615, over 12426.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04207, over 146.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3066, pruned_loss=0.07948, over 2351358.54 frames. utt_duration=520.1 frames, utt_pad_proportion=0.07349, over 18135.18 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3383, pruned_loss=0.08684, over 621809.96 frames. utt_duration=1286 frames, utt_pad_proportion=0.04299, over 1936.90 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3027, pruned_loss=0.07809, over 2310873.34 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07366, over 18695.94 utterances.], batch size: 146, lr: 9.07e-04
2022-08-21 08:23:18,690 INFO [train.py:927] (4/8) Epoch 3, batch 650, giga_loss[loss=0.2278, simple_loss=0.3098, pruned_loss=0.07294, over 12332.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03494, over 51.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3109, pruned_loss=0.08116, over 2378680.90 frames. utt_duration=514.3 frames, utt_pad_proportion=0.07309, over 18554.28 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3367, pruned_loss=0.08713, over 676337.13 frames. utt_duration=1308 frames, utt_pad_proportion=0.03969, over 2071.15 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3075, pruned_loss=0.07982, over 2343624.13 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07381, over 19325.35 utterances.], batch size: 51, lr: 9.07e-04
2022-08-21 08:25:02,346 INFO [train.py:927] (4/8) Epoch 3, batch 700, giga_loss[loss=0.2493, simple_loss=0.3172, pruned_loss=0.09072, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02743, over 48.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3155, pruned_loss=0.08434, over 2399596.23 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07415, over 19221.84 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3343, pruned_loss=0.0862, over 729213.70 frames. utt_duration=1323 frames, utt_pad_proportion=0.03668, over 2207.27 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3128, pruned_loss=0.08345, over 2369578.97 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07519, over 20153.04 utterances.], batch size: 48, lr: 9.06e-04
2022-08-21 08:26:44,206 INFO [train.py:927] (4/8) Epoch 3, batch 750, libri_loss[loss=0.2052, simple_loss=0.2869, pruned_loss=0.06179, over 12415.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00727, over 30.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3198, pruned_loss=0.08598, over 2416471.43 frames. utt_duration=523.8 frames, utt_pad_proportion=0.07012, over 18505.57 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3327, pruned_loss=0.08566, over 781330.06 frames. utt_duration=1325 frames, utt_pad_proportion=0.03509, over 2361.80 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3177, pruned_loss=0.08543, over 2390247.02 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07174, over 19565.68 utterances.], batch size: 30, lr: 9.06e-04
2022-08-21 08:28:26,352 INFO [train.py:927] (4/8) Epoch 3, batch 800, libri_loss[loss=0.2686, simple_loss=0.3551, pruned_loss=0.09106, over 12147.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005256, over 35.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3224, pruned_loss=0.08661, over 2428486.53 frames. utt_duration=541.2 frames, utt_pad_proportion=0.07108, over 17997.89 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.331, pruned_loss=0.08502, over 839041.90 frames. utt_duration=1333 frames, utt_pad_proportion=0.03412, over 2520.91 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3209, pruned_loss=0.08638, over 2406333.39 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07289, over 19201.23 utterances.], batch size: 35, lr: 9.05e-04
2022-08-21 08:30:09,561 INFO [train.py:927] (4/8) Epoch 3, batch 850, giga_loss[loss=0.2058, simple_loss=0.2956, pruned_loss=0.058, over 12222.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03223, over 28.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3235, pruned_loss=0.08551, over 2437047.16 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06774, over 17371.48 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3312, pruned_loss=0.08487, over 855412.30 frames. utt_duration=1327 frames, utt_pad_proportion=0.03376, over 2581.55 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3222, pruned_loss=0.08538, over 2419217.20 frames. utt_duration=527.6 frames, utt_pad_proportion=0.0696, over 18394.63 utterances.], batch size: 28, lr: 9.05e-04
2022-08-21 08:31:52,180 INFO [train.py:927] (4/8) Epoch 3, batch 900, giga_loss[loss=0.3204, simple_loss=0.3789, pruned_loss=0.131, over 12426.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03865, over 123.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3253, pruned_loss=0.08667, over 2444605.47 frames. utt_duration=561.2 frames, utt_pad_proportion=0.07191, over 17469.08 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3315, pruned_loss=0.08488, over 879139.35 frames. utt_duration=1334 frames, utt_pad_proportion=0.03295, over 2639.51 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3241, pruned_loss=0.08658, over 2430486.22 frames. utt_duration=529.1 frames, utt_pad_proportion=0.07345, over 18427.46 utterances.], batch size: 123, lr: 9.05e-04
2022-08-21 08:33:37,577 INFO [train.py:927] (4/8) Epoch 3, batch 950, giga_loss[loss=0.3024, simple_loss=0.3592, pruned_loss=0.1227, over 12388.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06898, over 211.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3307, pruned_loss=0.09009, over 2451346.47 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06625, over 17058.68 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.337, pruned_loss=0.08651, over 934064.70 frames. utt_duration=1328 frames, utt_pad_proportion=0.0339, over 2817.68 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3276, pruned_loss=0.08953, over 2439207.00 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06815, over 18122.18 utterances.], batch size: 211, lr: 9.04e-04
2022-08-21 08:35:20,296 INFO [train.py:927] (4/8) Epoch 3, batch 1000, giga_loss[loss=0.2399, simple_loss=0.3105, pruned_loss=0.0846, over 12325.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03447, over 51.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3311, pruned_loss=0.09176, over 2455319.67 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06392, over 17030.15 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3347, pruned_loss=0.08558, over 1001226.91 frames. utt_duration=1340 frames, utt_pad_proportion=0.03149, over 2992.30 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3292, pruned_loss=0.09187, over 2445316.57 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06645, over 18322.32 utterances.], batch size: 51, lr: 9.04e-04
2022-08-21 08:37:02,635 INFO [train.py:927] (4/8) Epoch 3, batch 1050, giga_loss[loss=0.2234, simple_loss=0.3074, pruned_loss=0.06968, over 12411.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.0239, over 66.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3297, pruned_loss=0.09203, over 2458978.11 frames. utt_duration=563 frames, utt_pad_proportion=0.06727, over 17518.72 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3335, pruned_loss=0.08526, over 1023126.49 frames. utt_duration=1342 frames, utt_pad_proportion=0.03107, over 3053.03 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3287, pruned_loss=0.09234, over 2450946.28 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06927, over 18678.02 utterances.], batch size: 66, lr: 9.03e-04
2022-08-21 08:38:48,560 INFO [train.py:927] (4/8) Epoch 3, batch 1100, giga_loss[loss=0.242, simple_loss=0.3121, pruned_loss=0.08596, over 12373.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.0278, over 91.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.327, pruned_loss=0.09008, over 2462243.43 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06461, over 17320.84 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3321, pruned_loss=0.08472, over 1037328.43 frames. utt_duration=1349 frames, utt_pad_proportion=0.03069, over 3079.43 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3266, pruned_loss=0.09057, over 2456048.14 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06649, over 18330.63 utterances.], batch size: 91, lr: 9.03e-04
2022-08-21 08:40:33,796 INFO [train.py:927] (4/8) Epoch 3, batch 1150, giga_loss[loss=0.2244, simple_loss=0.2954, pruned_loss=0.07667, over 12390.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02937, over 97.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.322, pruned_loss=0.08753, over 2464762.58 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06393, over 17968.10 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3314, pruned_loss=0.08473, over 1086255.35 frames. utt_duration=1332 frames, utt_pad_proportion=0.03211, over 3265.20 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3217, pruned_loss=0.08804, over 2460037.23 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06572, over 19086.07 utterances.], batch size: 97, lr: 9.03e-04
2022-08-21 08:42:20,110 INFO [train.py:927] (4/8) Epoch 3, batch 1200, giga_loss[loss=0.2278, simple_loss=0.3011, pruned_loss=0.07729, over 12377.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04591, over 146.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3184, pruned_loss=0.08595, over 2467099.38 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06838, over 18952.30 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3329, pruned_loss=0.08509, over 1120522.97 frames. utt_duration=1329 frames, utt_pad_proportion=0.03295, over 3376.40 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3172, pruned_loss=0.08623, over 2463209.91 frames. utt_duration=491.7 frames, utt_pad_proportion=0.06974, over 20100.58 utterances.], batch size: 146, lr: 9.02e-04
2022-08-21 08:44:13,082 INFO [train.py:927] (4/8) Epoch 3, batch 1250, giga_loss[loss=0.2149, simple_loss=0.2918, pruned_loss=0.06906, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02769, over 66.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3174, pruned_loss=0.0857, over 2468156.55 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06786, over 19111.07 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3322, pruned_loss=0.08483, over 1140426.91 frames. utt_duration=1328 frames, utt_pad_proportion=0.03302, over 3438.47 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3166, pruned_loss=0.08604, over 2465260.96 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06913, over 20177.02 utterances.], batch size: 66, lr: 9.02e-04
2022-08-21 08:45:56,609 INFO [train.py:927] (4/8) Epoch 3, batch 1300, giga_loss[loss=0.246, simple_loss=0.3071, pruned_loss=0.09243, over 12405.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03604, over 113.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.314, pruned_loss=0.08423, over 2469579.88 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06493, over 18257.84 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3321, pruned_loss=0.08489, over 1146962.77 frames. utt_duration=1331 frames, utt_pad_proportion=0.0328, over 3450.27 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3134, pruned_loss=0.08447, over 2467409.61 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06619, over 19149.81 utterances.], batch size: 113, lr: 9.01e-04
2022-08-21 08:47:40,209 INFO [train.py:927] (4/8) Epoch 3, batch 1350, giga_loss[loss=0.2322, simple_loss=0.2973, pruned_loss=0.08356, over 12401.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03502, over 80.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3097, pruned_loss=0.08207, over 2470579.54 frames. utt_duration=577.7 frames, utt_pad_proportion=0.05967, over 17152.37 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3315, pruned_loss=0.08554, over 1186626.79 frames. utt_duration=1337 frames, utt_pad_proportion=0.03129, over 3553.43 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3089, pruned_loss=0.08192, over 2468415.66 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06156, over 18159.52 utterances.], batch size: 80, lr: 9.01e-04
2022-08-21 08:49:20,726 INFO [train.py:927] (4/8) Epoch 3, batch 1400, giga_loss[loss=0.243, simple_loss=0.3077, pruned_loss=0.08913, over 12416.00 frames. utt_duration=857.8 frames, utt_pad_proportion=0.02741, over 58.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3066, pruned_loss=0.08107, over 2470479.33 frames. utt_duration=592 frames, utt_pad_proportion=0.05893, over 16734.65 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3309, pruned_loss=0.08555, over 1224297.29 frames. utt_duration=1331 frames, utt_pad_proportion=0.03208, over 3683.56 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3055, pruned_loss=0.08083, over 2469064.70 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06064, over 17775.23 utterances.], batch size: 58, lr: 9.01e-04
2022-08-21 08:51:04,002 INFO [train.py:927] (4/8) Epoch 3, batch 1450, giga_loss[loss=0.2105, simple_loss=0.2877, pruned_loss=0.06666, over 12358.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03304, over 104.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3027, pruned_loss=0.07877, over 2470959.26 frames. utt_duration=623.7 frames, utt_pad_proportion=0.05446, over 15886.16 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3293, pruned_loss=0.0846, over 1261254.12 frames. utt_duration=1342 frames, utt_pad_proportion=0.03079, over 3763.07 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3019, pruned_loss=0.07886, over 2469794.95 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05666, over 16979.18 utterances.], batch size: 104, lr: 9.00e-04
2022-08-21 08:52:46,496 INFO [train.py:927] (4/8) Epoch 3, batch 1500, giga_loss[loss=0.2024, simple_loss=0.2804, pruned_loss=0.06224, over 12367.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03232, over 62.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3003, pruned_loss=0.07732, over 2471674.04 frames. utt_duration=616 frames, utt_pad_proportion=0.0562, over 16089.64 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3299, pruned_loss=0.08481, over 1279464.89 frames. utt_duration=1315 frames, utt_pad_proportion=0.03929, over 3897.59 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.299, pruned_loss=0.07721, over 2470616.45 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05648, over 17001.85 utterances.], batch size: 62, lr: 9.00e-04
2022-08-21 08:54:30,005 INFO [train.py:927] (4/8) Epoch 3, batch 1550, giga_loss[loss=0.3599, simple_loss=0.3905, pruned_loss=0.1647, over 12385.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1039, over 258.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3026, pruned_loss=0.07916, over 2472736.62 frames. utt_duration=601.2 frames, utt_pad_proportion=0.05814, over 16492.77 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3302, pruned_loss=0.0852, over 1303006.55 frames. utt_duration=1316 frames, utt_pad_proportion=0.03811, over 3965.16 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.301, pruned_loss=0.07877, over 2472009.44 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05866, over 17378.39 utterances.], batch size: 258, lr: 8.99e-04
2022-08-21 08:56:12,957 INFO [train.py:927] (4/8) Epoch 3, batch 1600, libri_loss[loss=0.2382, simple_loss=0.3169, pruned_loss=0.07973, over 12381.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009212, over 38.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3093, pruned_loss=0.08338, over 2472335.92 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05884, over 16913.97 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3291, pruned_loss=0.08481, over 1342901.91 frames. utt_duration=1314 frames, utt_pad_proportion=0.03805, over 4092.33 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3078, pruned_loss=0.08312, over 2472139.89 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05953, over 17906.05 utterances.], batch size: 38, lr: 8.99e-04
2022-08-21 08:57:55,753 INFO [train.py:927] (4/8) Epoch 3, batch 1650, giga_loss[loss=0.3289, simple_loss=0.3819, pruned_loss=0.1379, over 12354.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.21, over 372.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3158, pruned_loss=0.08712, over 2471701.97 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06587, over 17568.48 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3279, pruned_loss=0.0844, over 1381581.69 frames. utt_duration=1312 frames, utt_pad_proportion=0.03812, over 4216.03 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3146, pruned_loss=0.08715, over 2471788.74 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06634, over 18667.29 utterances.], batch size: 372, lr: 8.98e-04
2022-08-21 08:59:38,720 INFO [train.py:927] (4/8) Epoch 3, batch 1700, giga_loss[loss=0.2575, simple_loss=0.3415, pruned_loss=0.08668, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04215, over 26.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3229, pruned_loss=0.08972, over 2471826.21 frames. utt_duration=547 frames, utt_pad_proportion=0.06759, over 18126.48 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3296, pruned_loss=0.08462, over 1408189.44 frames. utt_duration=1301 frames, utt_pad_proportion=0.03979, over 4335.90 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3209, pruned_loss=0.08971, over 2472224.33 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06777, over 19198.21 utterances.], batch size: 26, lr: 8.98e-04
2022-08-21 09:01:18,031 INFO [train.py:927] (4/8) Epoch 3, batch 1750, giga_loss[loss=0.2194, simple_loss=0.306, pruned_loss=0.06641, over 12414.00 frames. utt_duration=753.7 frames, utt_pad_proportion=0.02377, over 66.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3261, pruned_loss=0.09051, over 2472927.80 frames. utt_duration=554 frames, utt_pad_proportion=0.06202, over 17903.97 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3293, pruned_loss=0.08487, over 1444673.99 frames. utt_duration=1306 frames, utt_pad_proportion=0.03834, over 4430.60 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3245, pruned_loss=0.0906, over 2473449.52 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06307, over 19132.47 utterances.], batch size: 66, lr: 8.98e-04
2022-08-21 09:02:59,159 INFO [train.py:927] (4/8) Epoch 3, batch 1800, giga_loss[loss=0.2619, simple_loss=0.3343, pruned_loss=0.09474, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3232, pruned_loss=0.08765, over 2473037.27 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05792, over 17362.92 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3295, pruned_loss=0.08523, over 1470036.14 frames. utt_duration=1304 frames, utt_pad_proportion=0.03736, over 4513.14 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3218, pruned_loss=0.08764, over 2473515.61 frames. utt_duration=534.8 frames, utt_pad_proportion=0.05943, over 18554.05 utterances.], batch size: 58, lr: 8.97e-04
2022-08-21 09:04:41,916 INFO [train.py:927] (4/8) Epoch 3, batch 1850, giga_loss[loss=0.3066, simple_loss=0.3721, pruned_loss=0.1205, over 12339.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03433, over 62.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3248, pruned_loss=0.08805, over 2473428.94 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05928, over 17798.84 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3294, pruned_loss=0.0853, over 1480206.36 frames. utt_duration=1284 frames, utt_pad_proportion=0.04437, over 4615.54 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3236, pruned_loss=0.08802, over 2473660.12 frames. utt_duration=529 frames, utt_pad_proportion=0.05899, over 18757.41 utterances.], batch size: 62, lr: 8.97e-04
2022-08-21 09:06:25,893 INFO [train.py:927] (4/8) Epoch 3, batch 1900, giga_loss[loss=0.2229, simple_loss=0.3016, pruned_loss=0.07207, over 12287.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03097, over 28.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3266, pruned_loss=0.08958, over 2472510.78 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06033, over 17704.78 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3291, pruned_loss=0.08526, over 1514104.83 frames. utt_duration=1285 frames, utt_pad_proportion=0.0441, over 4718.21 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3258, pruned_loss=0.08972, over 2473007.21 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06028, over 18806.53 utterances.], batch size: 28, lr: 8.96e-04
2022-08-21 09:08:09,075 INFO [train.py:927] (4/8) Epoch 3, batch 1950, giga_loss[loss=0.2496, simple_loss=0.3264, pruned_loss=0.0864, over 12393.00 frames. utt_duration=973 frames, utt_pad_proportion=0.02898, over 51.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3282, pruned_loss=0.09065, over 2472457.90 frames. utt_duration=567.7 frames, utt_pad_proportion=0.05891, over 17465.69 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.328, pruned_loss=0.08449, over 1546696.83 frames. utt_duration=1296 frames, utt_pad_proportion=0.04246, over 4781.07 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3281, pruned_loss=0.09137, over 2473266.06 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05953, over 18709.96 utterances.], batch size: 51, lr: 8.96e-04
2022-08-21 09:09:53,204 INFO [train.py:927] (4/8) Epoch 3, batch 2000, giga_loss[loss=0.2784, simple_loss=0.3497, pruned_loss=0.1036, over 12425.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.0614, over 183.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3287, pruned_loss=0.09124, over 2473175.14 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05952, over 17639.30 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3275, pruned_loss=0.08412, over 1555648.78 frames. utt_duration=1299 frames, utt_pad_proportion=0.04219, over 4795.21 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.329, pruned_loss=0.09209, over 2474053.90 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06007, over 18718.87 utterances.], batch size: 183, lr: 8.96e-04
2022-08-21 09:11:32,690 INFO [train.py:927] (4/8) Epoch 3, batch 2050, libri_loss[loss=0.2539, simple_loss=0.3343, pruned_loss=0.08671, over 12310.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005508, over 35.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3307, pruned_loss=0.09174, over 2472689.87 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05802, over 17502.79 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3271, pruned_loss=0.08373, over 1582475.01 frames. utt_duration=1310 frames, utt_pad_proportion=0.04102, over 4838.84 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3312, pruned_loss=0.09284, over 2473711.04 frames. utt_duration=531.6 frames, utt_pad_proportion=0.05896, over 18667.45 utterances.], batch size: 35, lr: 8.95e-04
2022-08-21 09:13:16,203 INFO [train.py:927] (4/8) Epoch 3, batch 2100, giga_loss[loss=0.2375, simple_loss=0.318, pruned_loss=0.07846, over 12385.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.0271, over 70.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3296, pruned_loss=0.09055, over 2472236.81 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06162, over 17413.16 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3271, pruned_loss=0.08384, over 1604225.94 frames. utt_duration=1292 frames, utt_pad_proportion=0.04647, over 4970.74 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3301, pruned_loss=0.09154, over 2473332.29 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06123, over 18523.16 utterances.], batch size: 70, lr: 8.95e-04
2022-08-21 09:14:57,952 INFO [train.py:927] (4/8) Epoch 3, batch 2150, giga_loss[loss=0.2719, simple_loss=0.3353, pruned_loss=0.1043, over 12272.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02699, over 45.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.328, pruned_loss=0.0904, over 2472435.18 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06346, over 17299.88 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.327, pruned_loss=0.08386, over 1617160.55 frames. utt_duration=1295 frames, utt_pad_proportion=0.04563, over 5001.99 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3285, pruned_loss=0.09125, over 2473329.28 frames. utt_duration=542 frames, utt_pad_proportion=0.06332, over 18305.38 utterances.], batch size: 45, lr: 8.94e-04
2022-08-21 09:16:40,026 INFO [train.py:927] (4/8) Epoch 3, batch 2200, libri_loss[loss=0.2865, simple_loss=0.3509, pruned_loss=0.1111, over 12246.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00475, over 34.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3288, pruned_loss=0.09074, over 2472788.85 frames. utt_duration=596 frames, utt_pad_proportion=0.0612, over 16638.47 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.327, pruned_loss=0.08369, over 1646592.39 frames. utt_duration=1283 frames, utt_pad_proportion=0.05146, over 5137.91 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3292, pruned_loss=0.09172, over 2473572.24 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05976, over 17706.72 utterances.], batch size: 34, lr: 8.94e-04
2022-08-21 09:18:21,997 INFO [train.py:927] (4/8) Epoch 3, batch 2250, libri_loss[loss=0.2375, simple_loss=0.2966, pruned_loss=0.08924, over 12292.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.0092, over 28.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3282, pruned_loss=0.09003, over 2471937.50 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06309, over 16596.84 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3266, pruned_loss=0.08364, over 1654572.76 frames. utt_duration=1289 frames, utt_pad_proportion=0.05114, over 5141.52 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3288, pruned_loss=0.09088, over 2472776.32 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06197, over 17537.43 utterances.], batch size: 28, lr: 8.94e-04
2022-08-21 09:20:06,132 INFO [train.py:927] (4/8) Epoch 3, batch 2300, giga_loss[loss=0.286, simple_loss=0.3458, pruned_loss=0.1131, over 12434.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03203, over 80.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3284, pruned_loss=0.09057, over 2471704.46 frames. utt_duration=619.2 frames, utt_pad_proportion=0.05991, over 16005.76 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3263, pruned_loss=0.08347, over 1666537.83 frames. utt_duration=1290 frames, utt_pad_proportion=0.05098, over 5172.24 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3291, pruned_loss=0.09143, over 2472582.31 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05925, over 16873.42 utterances.], batch size: 80, lr: 8.93e-04
2022-08-21 09:21:49,739 INFO [train.py:927] (4/8) Epoch 3, batch 2350, libri_loss[loss=0.2412, simple_loss=0.3189, pruned_loss=0.08173, over 12182.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005384, over 33.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3244, pruned_loss=0.08813, over 2471539.57 frames. utt_duration=633.3 frames, utt_pad_proportion=0.05892, over 15647.78 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3254, pruned_loss=0.08284, over 1690121.48 frames. utt_duration=1291 frames, utt_pad_proportion=0.05086, over 5243.87 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3255, pruned_loss=0.08936, over 2472518.59 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05863, over 16571.09 utterances.], batch size: 33, lr: 8.93e-04
2022-08-21 09:23:32,138 INFO [train.py:927] (4/8) Epoch 3, batch 2400, giga_loss[loss=0.2192, simple_loss=0.3029, pruned_loss=0.06769, over 12454.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.03082, over 80.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3225, pruned_loss=0.08732, over 2471258.94 frames. utt_duration=627.7 frames, utt_pad_proportion=0.0614, over 15785.76 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3253, pruned_loss=0.08298, over 1709434.96 frames. utt_duration=1287 frames, utt_pad_proportion=0.05042, over 5317.19 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3234, pruned_loss=0.08833, over 2472060.64 frames. utt_duration=593.6 frames, utt_pad_proportion=0.06136, over 16700.15 utterances.], batch size: 80, lr: 8.92e-04
2022-08-21 09:25:15,814 INFO [train.py:927] (4/8) Epoch 3, batch 2450, giga_loss[loss=0.3189, simple_loss=0.3611, pruned_loss=0.1383, over 12367.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.09492, over 255.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3203, pruned_loss=0.08621, over 2471491.59 frames. utt_duration=627.8 frames, utt_pad_proportion=0.06029, over 15785.28 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3256, pruned_loss=0.0831, over 1724682.31 frames. utt_duration=1288 frames, utt_pad_proportion=0.04975, over 5363.34 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3207, pruned_loss=0.08701, over 2472018.65 frames. utt_duration=595.1 frames, utt_pad_proportion=0.0606, over 16656.89 utterances.], batch size: 255, lr: 8.92e-04
2022-08-21 09:26:55,907 INFO [train.py:927] (4/8) Epoch 3, batch 2500, giga_loss[loss=0.2168, simple_loss=0.2874, pruned_loss=0.07306, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03214, over 97.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3186, pruned_loss=0.08595, over 2471432.18 frames. utt_duration=637.6 frames, utt_pad_proportion=0.05706, over 15541.39 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3269, pruned_loss=0.08351, over 1753499.51 frames. utt_duration=1287 frames, utt_pad_proportion=0.04827, over 5456.93 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.318, pruned_loss=0.08645, over 2472381.87 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05807, over 16531.19 utterances.], batch size: 97, lr: 8.92e-04
2022-08-21 09:28:38,340 INFO [train.py:927] (4/8) Epoch 3, batch 2550, giga_loss[loss=0.2395, simple_loss=0.3117, pruned_loss=0.08368, over 12263.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03067, over 45.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3158, pruned_loss=0.08497, over 2471799.34 frames. utt_duration=626.9 frames, utt_pad_proportion=0.05801, over 15808.98 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3263, pruned_loss=0.08342, over 1768020.90 frames. utt_duration=1293 frames, utt_pad_proportion=0.04731, over 5475.68 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3155, pruned_loss=0.08545, over 2472345.88 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05909, over 16753.65 utterances.], batch size: 45, lr: 8.91e-04
2022-08-21 09:30:20,541 INFO [train.py:927] (4/8) Epoch 3, batch 2600, giga_loss[loss=0.2856, simple_loss=0.3506, pruned_loss=0.1103, over 12256.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02869, over 54.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3171, pruned_loss=0.08545, over 2472675.85 frames. utt_duration=597.6 frames, utt_pad_proportion=0.05724, over 16592.22 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3262, pruned_loss=0.08338, over 1778605.18 frames. utt_duration=1296 frames, utt_pad_proportion=0.04656, over 5497.40 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3168, pruned_loss=0.08589, over 2473037.35 frames. utt_duration=568 frames, utt_pad_proportion=0.05838, over 17460.89 utterances.], batch size: 54, lr: 8.91e-04
2022-08-21 09:32:01,798 INFO [train.py:927] (4/8) Epoch 3, batch 2650, giga_loss[loss=0.2198, simple_loss=0.2936, pruned_loss=0.07297, over 12485.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03514, over 43.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3178, pruned_loss=0.0855, over 2473190.64 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06009, over 17165.43 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3259, pruned_loss=0.08371, over 1798918.32 frames. utt_duration=1299 frames, utt_pad_proportion=0.04524, over 5547.07 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3175, pruned_loss=0.0857, over 2473707.12 frames. utt_duration=547 frames, utt_pad_proportion=0.06141, over 18138.45 utterances.], batch size: 43, lr: 8.90e-04
2022-08-21 09:33:42,517 INFO [train.py:927] (4/8) Epoch 3, batch 2700, libri_loss[loss=0.2563, simple_loss=0.3242, pruned_loss=0.09424, over 12115.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007306, over 32.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3173, pruned_loss=0.08499, over 2473741.46 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05768, over 17546.68 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3263, pruned_loss=0.08429, over 1815081.98 frames. utt_duration=1304 frames, utt_pad_proportion=0.0442, over 5573.22 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3166, pruned_loss=0.08476, over 2474653.16 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05922, over 18564.58 utterances.], batch size: 32, lr: 8.90e-04
2022-08-21 09:35:23,374 INFO [train.py:927] (4/8) Epoch 3, batch 2750, giga_loss[loss=0.2332, simple_loss=0.3063, pruned_loss=0.08011, over 12389.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03536, over 80.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3175, pruned_loss=0.0851, over 2473789.05 frames. utt_duration=563.6 frames, utt_pad_proportion=0.05957, over 17602.97 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3267, pruned_loss=0.08439, over 1824773.55 frames. utt_duration=1300 frames, utt_pad_proportion=0.04488, over 5622.34 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3166, pruned_loss=0.08488, over 2474641.30 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06061, over 18516.32 utterances.], batch size: 80, lr: 8.90e-04
2022-08-21 09:37:05,696 INFO [train.py:927] (4/8) Epoch 3, batch 2800, giga_loss[loss=0.2631, simple_loss=0.3355, pruned_loss=0.09539, over 12111.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04208, over 33.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3208, pruned_loss=0.08627, over 2473034.34 frames. utt_duration=578.2 frames, utt_pad_proportion=0.0604, over 17153.91 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3284, pruned_loss=0.08459, over 1840813.95 frames. utt_duration=1291 frames, utt_pad_proportion=0.04611, over 5711.88 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3188, pruned_loss=0.086, over 2473730.64 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06104, over 18067.27 utterances.], batch size: 33, lr: 8.89e-04
2022-08-21 09:38:47,390 INFO [train.py:927] (4/8) Epoch 3, batch 2850, giga_loss[loss=0.2473, simple_loss=0.3247, pruned_loss=0.08497, over 12397.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02586, over 91.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3227, pruned_loss=0.08686, over 2473242.77 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05996, over 17090.94 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3288, pruned_loss=0.0849, over 1853294.56 frames. utt_duration=1277 frames, utt_pad_proportion=0.05025, over 5811.33 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3207, pruned_loss=0.08648, over 2473847.73 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05954, over 17930.78 utterances.], batch size: 91, lr: 8.89e-04
2022-08-21 09:40:28,366 INFO [train.py:927] (4/8) Epoch 3, batch 2900, giga_loss[loss=0.2906, simple_loss=0.3551, pruned_loss=0.1131, over 12428.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03769, over 133.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3238, pruned_loss=0.08706, over 2474112.74 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05656, over 16526.71 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3296, pruned_loss=0.08583, over 1874550.72 frames. utt_duration=1263 frames, utt_pad_proportion=0.05407, over 5941.92 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3216, pruned_loss=0.08618, over 2474713.76 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05542, over 17441.18 utterances.], batch size: 133, lr: 8.88e-04
2022-08-21 09:42:08,350 INFO [train.py:927] (4/8) Epoch 3, batch 2950, giga_loss[loss=0.2279, simple_loss=0.2956, pruned_loss=0.08007, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03186, over 42.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3233, pruned_loss=0.08677, over 2473288.65 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05323, over 16113.94 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3302, pruned_loss=0.08573, over 1889167.51 frames. utt_duration=1263 frames, utt_pad_proportion=0.05414, over 5992.27 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3209, pruned_loss=0.08614, over 2473949.05 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05241, over 17031.76 utterances.], batch size: 42, lr: 8.88e-04
2022-08-21 09:43:49,108 INFO [train.py:927] (4/8) Epoch 3, batch 3000, giga_loss[loss=0.2596, simple_loss=0.3409, pruned_loss=0.0891, over 12338.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03435, over 104.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3207, pruned_loss=0.08554, over 2473031.67 frames. utt_duration=612.4 frames, utt_pad_proportion=0.04933, over 16193.37 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3304, pruned_loss=0.08597, over 1897813.57 frames. utt_duration=1266 frames, utt_pad_proportion=0.05339, over 6001.38 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3185, pruned_loss=0.08486, over 2473590.24 frames. utt_duration=582.1 frames, utt_pad_proportion=0.04908, over 17040.79 utterances.], batch size: 104, lr: 8.88e-04
2022-08-21 09:43:49,110 INFO [train.py:958] (4/8) Computing validation loss
2022-08-21 09:44:02,981 INFO [train.py:967] (4/8) Epoch 3, validation: loss=0.2162, simple_loss=0.3189, pruned_loss=0.05673, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 09:45:41,053 INFO [train.py:927] (4/8) Epoch 3, batch 3050, giga_loss[loss=0.2827, simple_loss=0.3565, pruned_loss=0.1044, over 12434.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03821, over 105.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3216, pruned_loss=0.08594, over 2472508.88 frames. utt_duration=598.4 frames, utt_pad_proportion=0.05274, over 16570.27 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3301, pruned_loss=0.08602, over 1911719.09 frames. utt_duration=1272 frames, utt_pad_proportion=0.05211, over 6021.17 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3198, pruned_loss=0.08538, over 2473235.81 frames. utt_duration=568.2 frames, utt_pad_proportion=0.0528, over 17458.54 utterances.], batch size: 105, lr: 8.87e-04
2022-08-21 09:47:20,164 INFO [train.py:927] (4/8) Epoch 3, batch 3100, giga_loss[loss=0.2306, simple_loss=0.3099, pruned_loss=0.07561, over 12419.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04259, over 146.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3228, pruned_loss=0.08663, over 2472800.46 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05444, over 17418.37 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3307, pruned_loss=0.08639, over 1920234.28 frames. utt_duration=1273 frames, utt_pad_proportion=0.05136, over 6040.71 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3208, pruned_loss=0.08594, over 2473252.13 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05464, over 18250.28 utterances.], batch size: 146, lr: 8.87e-04
2022-08-21 09:49:00,601 INFO [train.py:927] (4/8) Epoch 3, batch 3150, giga_loss[loss=0.1983, simple_loss=0.274, pruned_loss=0.06129, over 12342.00 frames. utt_duration=1594 frames, utt_pad_proportion=0.04785, over 31.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3222, pruned_loss=0.08804, over 2472571.50 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05851, over 17737.47 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.331, pruned_loss=0.08676, over 1936598.14 frames. utt_duration=1271 frames, utt_pad_proportion=0.05123, over 6103.05 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3202, pruned_loss=0.08722, over 2472930.55 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05857, over 18652.45 utterances.], batch size: 31, lr: 8.86e-04
2022-08-21 09:50:39,852 INFO [train.py:927] (4/8) Epoch 3, batch 3200, giga_loss[loss=0.2367, simple_loss=0.3102, pruned_loss=0.08165, over 12218.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03613, over 28.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3206, pruned_loss=0.08822, over 2472469.74 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05923, over 17680.95 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.331, pruned_loss=0.08686, over 1957911.92 frames. utt_duration=1274 frames, utt_pad_proportion=0.0498, over 6154.79 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3187, pruned_loss=0.08754, over 2472534.98 frames. utt_duration=527.7 frames, utt_pad_proportion=0.05975, over 18794.66 utterances.], batch size: 28, lr: 8.86e-04
2022-08-21 09:52:27,468 INFO [train.py:927] (4/8) Epoch 3, batch 3250, giga_loss[loss=0.184, simple_loss=0.2578, pruned_loss=0.05508, over 12110.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03859, over 30.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.317, pruned_loss=0.08629, over 2473199.20 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05637, over 17440.11 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3303, pruned_loss=0.0865, over 1968131.68 frames. utt_duration=1280 frames, utt_pad_proportion=0.04895, over 6155.70 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3157, pruned_loss=0.08603, over 2473256.08 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05724, over 18522.48 utterances.], batch size: 30, lr: 8.86e-04
2022-08-21 09:54:08,603 INFO [train.py:927] (4/8) Epoch 3, batch 3300, giga_loss[loss=0.2503, simple_loss=0.3209, pruned_loss=0.08989, over 12372.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05224, over 161.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3133, pruned_loss=0.08416, over 2473543.77 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05301, over 17075.67 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3305, pruned_loss=0.08654, over 1977794.48 frames. utt_duration=1277 frames, utt_pad_proportion=0.04912, over 6200.97 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3119, pruned_loss=0.08391, over 2473895.58 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05391, over 18084.50 utterances.], batch size: 161, lr: 8.85e-04
2022-08-21 09:55:49,786 INFO [train.py:927] (4/8) Epoch 3, batch 3350, giga_loss[loss=0.2658, simple_loss=0.3395, pruned_loss=0.09605, over 12377.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02723, over 48.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3154, pruned_loss=0.08515, over 2473435.42 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05466, over 17387.21 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3304, pruned_loss=0.08656, over 1985127.13 frames. utt_duration=1280 frames, utt_pad_proportion=0.04847, over 6208.88 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3141, pruned_loss=0.08492, over 2473766.05 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05554, over 18330.89 utterances.], batch size: 48, lr: 8.85e-04
2022-08-21 09:57:30,302 INFO [train.py:927] (4/8) Epoch 3, batch 3400, libri_loss[loss=0.3825, simple_loss=0.5318, pruned_loss=0.1166, over 12373.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02658, over 43.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3178, pruned_loss=0.08557, over 2473240.26 frames. utt_duration=574.5 frames, utt_pad_proportion=0.05527, over 17265.15 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.332, pruned_loss=0.08686, over 1989828.53 frames. utt_duration=1281 frames, utt_pad_proportion=0.04809, over 6222.78 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3154, pruned_loss=0.08514, over 2473651.19 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05609, over 18097.85 utterances.], batch size: 43, lr: 8.84e-04
2022-08-21 09:59:12,475 INFO [train.py:927] (4/8) Epoch 3, batch 3450, giga_loss[loss=0.2493, simple_loss=0.3312, pruned_loss=0.08369, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3207, pruned_loss=0.08694, over 2473709.70 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05504, over 17521.56 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3325, pruned_loss=0.08734, over 2001472.03 frames. utt_duration=1284 frames, utt_pad_proportion=0.04706, over 6241.97 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3182, pruned_loss=0.08626, over 2474360.84 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05606, over 18417.28 utterances.], batch size: 66, lr: 8.84e-04
2022-08-21 10:00:58,610 INFO [train.py:927] (4/8) Epoch 3, batch 3500, giga_loss[loss=0.314, simple_loss=0.3792, pruned_loss=0.1244, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02938, over 45.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3276, pruned_loss=0.09302, over 2473818.02 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06243, over 18144.57 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3327, pruned_loss=0.08754, over 2015437.37 frames. utt_duration=1270 frames, utt_pad_proportion=0.05126, over 6356.02 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3252, pruned_loss=0.09235, over 2474355.18 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06171, over 19054.39 utterances.], batch size: 45, lr: 8.84e-04
2022-08-21 10:02:40,285 INFO [train.py:927] (4/8) Epoch 3, batch 3550, giga_loss[loss=0.3085, simple_loss=0.363, pruned_loss=0.127, over 12367.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06019, over 182.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3349, pruned_loss=0.09877, over 2474169.22 frames. utt_duration=509.2 frames, utt_pad_proportion=0.07261, over 19494.18 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3321, pruned_loss=0.08746, over 2031233.06 frames. utt_duration=1272 frames, utt_pad_proportion=0.05059, over 6394.78 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3333, pruned_loss=0.0985, over 2474618.56 frames. utt_duration=483 frames, utt_pad_proportion=0.07188, over 20556.59 utterances.], batch size: 182, lr: 8.83e-04
2022-08-21 10:04:25,193 INFO [train.py:927] (4/8) Epoch 3, batch 3600, giga_loss[loss=0.3114, simple_loss=0.38, pruned_loss=0.1214, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02726, over 48.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.3423, pruned_loss=0.1049, over 2473751.52 frames. utt_duration=502.4 frames, utt_pad_proportion=0.07643, over 19753.38 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3319, pruned_loss=0.08763, over 2047989.65 frames. utt_duration=1262 frames, utt_pad_proportion=0.05548, over 6498.67 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3414, pruned_loss=0.1052, over 2474745.19 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07461, over 21014.16 utterances.], batch size: 48, lr: 8.83e-04
2022-08-21 10:06:10,231 INFO [train.py:927] (4/8) Epoch 3, batch 3650, giga_loss[loss=0.3109, simple_loss=0.3745, pruned_loss=0.1237, over 12345.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03585, over 104.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3472, pruned_loss=0.1092, over 2473280.08 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07767, over 20139.73 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3317, pruned_loss=0.08738, over 2056157.75 frames. utt_duration=1269 frames, utt_pad_proportion=0.05472, over 6487.82 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3469, pruned_loss=0.1099, over 2474308.09 frames. utt_duration=464.1 frames, utt_pad_proportion=0.0765, over 21394.10 utterances.], batch size: 104, lr: 8.83e-04
2022-08-21 10:07:55,218 INFO [train.py:927] (4/8) Epoch 3, batch 3700, giga_loss[loss=0.2572, simple_loss=0.3259, pruned_loss=0.0942, over 12338.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03284, over 51.00 utterances.], tot_loss[loss=0.289, simple_loss=0.3512, pruned_loss=0.1134, over 2473247.54 frames. utt_duration=484 frames, utt_pad_proportion=0.0785, over 20503.18 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3321, pruned_loss=0.08755, over 2068387.73 frames. utt_duration=1269 frames, utt_pad_proportion=0.05365, over 6525.65 utterances.], giga_tot_loss[loss=0.29, simple_loss=0.3511, pruned_loss=0.1144, over 2474182.51 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07804, over 21833.14 utterances.], batch size: 51, lr: 8.82e-04
2022-08-21 10:09:43,179 INFO [train.py:927] (4/8) Epoch 3, batch 3750, giga_loss[loss=0.3795, simple_loss=0.4148, pruned_loss=0.1721, over 12408.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06285, over 183.00 utterances.], tot_loss[loss=0.2959, simple_loss=0.3562, pruned_loss=0.1179, over 2473299.03 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07686, over 20604.65 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3317, pruned_loss=0.08749, over 2088073.79 frames. utt_duration=1274 frames, utt_pad_proportion=0.0518, over 6563.29 utterances.], giga_tot_loss[loss=0.2986, simple_loss=0.3572, pruned_loss=0.12, over 2474151.91 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07741, over 22276.22 utterances.], batch size: 183, lr: 8.82e-04
2022-08-21 10:11:32,089 INFO [train.py:927] (4/8) Epoch 3, batch 3800, giga_loss[loss=0.3341, simple_loss=0.3793, pruned_loss=0.1444, over 12378.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02653, over 85.00 utterances.], tot_loss[loss=0.2996, simple_loss=0.3585, pruned_loss=0.1203, over 2473451.70 frames. utt_duration=474 frames, utt_pad_proportion=0.07935, over 20935.99 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3323, pruned_loss=0.08767, over 2099460.22 frames. utt_duration=1274 frames, utt_pad_proportion=0.05076, over 6596.96 utterances.], giga_tot_loss[loss=0.3025, simple_loss=0.3596, pruned_loss=0.1227, over 2474173.47 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08015, over 22621.56 utterances.], batch size: 85, lr: 8.81e-04
2022-08-21 10:13:16,269 INFO [train.py:927] (4/8) Epoch 3, batch 3850, giga_loss[loss=0.3818, simple_loss=0.4069, pruned_loss=0.1784, over 12398.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.3, simple_loss=0.3592, pruned_loss=0.1204, over 2473821.51 frames. utt_duration=471 frames, utt_pad_proportion=0.08103, over 21072.13 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3317, pruned_loss=0.08731, over 2106834.92 frames. utt_duration=1277 frames, utt_pad_proportion=0.0506, over 6607.10 utterances.], giga_tot_loss[loss=0.3037, simple_loss=0.361, pruned_loss=0.1232, over 2474429.29 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08175, over 22656.80 utterances.], batch size: 258, lr: 8.81e-04
2022-08-21 10:15:01,200 INFO [train.py:927] (4/8) Epoch 3, batch 3900, giga_loss[loss=0.2937, simple_loss=0.373, pruned_loss=0.1072, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02538, over 45.00 utterances.], tot_loss[loss=0.3006, simple_loss=0.36, pruned_loss=0.1206, over 2474101.35 frames. utt_duration=464.7 frames, utt_pad_proportion=0.08142, over 21363.25 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3311, pruned_loss=0.08706, over 2117578.49 frames. utt_duration=1284 frames, utt_pad_proportion=0.04931, over 6604.97 utterances.], giga_tot_loss[loss=0.3052, simple_loss=0.3627, pruned_loss=0.1239, over 2474716.54 frames. utt_duration=431.5 frames, utt_pad_proportion=0.0825, over 23020.06 utterances.], batch size: 45, lr: 8.81e-04
2022-08-21 10:16:50,305 INFO [train.py:927] (4/8) Epoch 3, batch 3950, giga_loss[loss=0.2764, simple_loss=0.3424, pruned_loss=0.1052, over 12423.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07192, over 212.00 utterances.], tot_loss[loss=0.2983, simple_loss=0.3592, pruned_loss=0.1187, over 2474370.87 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07803, over 21689.33 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3311, pruned_loss=0.08706, over 2117578.49 frames. utt_duration=1284 frames, utt_pad_proportion=0.04931, over 6604.97 utterances.], giga_tot_loss[loss=0.3019, simple_loss=0.3613, pruned_loss=0.1212, over 2474849.68 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07906, over 22978.85 utterances.], batch size: 212, lr: 8.80e-04
2022-08-21 10:18:34,926 INFO [train.py:927] (4/8) Epoch 3, batch 4000, libri_loss[loss=0.3791, simple_loss=0.5407, pruned_loss=0.1087, over 12204.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007495, over 30.00 utterances.], tot_loss[loss=0.2935, simple_loss=0.3565, pruned_loss=0.1153, over 2474070.91 frames. utt_duration=460 frames, utt_pad_proportion=0.08052, over 21582.92 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3322, pruned_loss=0.08698, over 2125881.40 frames. utt_duration=1290 frames, utt_pad_proportion=0.0483, over 6597.91 utterances.], giga_tot_loss[loss=0.297, simple_loss=0.3578, pruned_loss=0.1181, over 2474961.62 frames. utt_duration=432.4 frames, utt_pad_proportion=0.08166, over 22974.17 utterances.], batch size: 30, lr: 8.80e-04
2022-08-21 10:20:20,131 INFO [train.py:927] (4/8) Epoch 3, batch 4050, giga_loss[loss=0.249, simple_loss=0.3278, pruned_loss=0.08508, over 12376.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03171, over 62.00 utterances.], tot_loss[loss=0.291, simple_loss=0.3543, pruned_loss=0.1138, over 2474979.04 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07933, over 21789.20 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3323, pruned_loss=0.08725, over 2134537.36 frames. utt_duration=1293 frames, utt_pad_proportion=0.04731, over 6608.98 utterances.], giga_tot_loss[loss=0.2943, simple_loss=0.3558, pruned_loss=0.1164, over 2475661.57 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08079, over 23223.29 utterances.], batch size: 62, lr: 8.79e-04
2022-08-21 10:22:13,316 INFO [train.py:927] (4/8) Epoch 3, batch 4100, giga_loss[loss=0.2737, simple_loss=0.3393, pruned_loss=0.104, over 12382.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06018, over 182.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.3527, pruned_loss=0.1122, over 2473808.19 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07979, over 21343.10 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3321, pruned_loss=0.08717, over 2142911.52 frames. utt_duration=1289 frames, utt_pad_proportion=0.04756, over 6659.00 utterances.], giga_tot_loss[loss=0.2922, simple_loss=0.3545, pruned_loss=0.1149, over 2474395.40 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08116, over 22780.67 utterances.], batch size: 182, lr: 8.79e-04
2022-08-21 10:24:03,519 INFO [train.py:927] (4/8) Epoch 3, batch 4150, giga_loss[loss=0.3139, simple_loss=0.3755, pruned_loss=0.1262, over 12379.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05504, over 181.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3523, pruned_loss=0.1098, over 2473718.40 frames. utt_duration=472.4 frames, utt_pad_proportion=0.0789, over 21007.78 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3322, pruned_loss=0.08741, over 2152270.41 frames. utt_duration=1278 frames, utt_pad_proportion=0.05149, over 6741.88 utterances.], giga_tot_loss[loss=0.2895, simple_loss=0.3542, pruned_loss=0.1125, over 2474578.24 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07929, over 22457.14 utterances.], batch size: 181, lr: 8.79e-04
2022-08-21 10:25:49,373 INFO [train.py:927] (4/8) Epoch 3, batch 4200, giga_loss[loss=0.2704, simple_loss=0.3512, pruned_loss=0.09479, over 12362.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03196, over 97.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3527, pruned_loss=0.1093, over 2473780.38 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07773, over 20746.73 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3324, pruned_loss=0.08733, over 2164434.87 frames. utt_duration=1272 frames, utt_pad_proportion=0.05455, over 6812.11 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.3548, pruned_loss=0.1124, over 2474926.30 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07774, over 22391.22 utterances.], batch size: 97, lr: 8.78e-04
2022-08-21 10:27:37,126 INFO [train.py:927] (4/8) Epoch 3, batch 4250, giga_loss[loss=0.2644, simple_loss=0.3321, pruned_loss=0.09842, over 12348.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02759, over 66.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3507, pruned_loss=0.1085, over 2474070.80 frames. utt_duration=489.3 frames, utt_pad_proportion=0.072, over 20283.31 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3327, pruned_loss=0.08738, over 2170563.09 frames. utt_duration=1276 frames, utt_pad_proportion=0.05363, over 6814.81 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3526, pruned_loss=0.1113, over 2474989.38 frames. utt_duration=455 frames, utt_pad_proportion=0.07277, over 21825.21 utterances.], batch size: 66, lr: 8.78e-04
2022-08-21 10:29:21,999 INFO [train.py:927] (4/8) Epoch 3, batch 4300, giga_loss[loss=0.2553, simple_loss=0.3339, pruned_loss=0.08837, over 12257.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02854, over 42.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.35, pruned_loss=0.1091, over 2474522.77 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07318, over 20149.42 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3332, pruned_loss=0.08784, over 2176628.03 frames. utt_duration=1264 frames, utt_pad_proportion=0.05758, over 6895.67 utterances.], giga_tot_loss[loss=0.2871, simple_loss=0.3514, pruned_loss=0.1114, over 2475210.66 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07281, over 21550.17 utterances.], batch size: 42, lr: 8.78e-04
2022-08-21 10:31:10,710 INFO [train.py:927] (4/8) Epoch 3, batch 4350, giga_loss[loss=0.2603, simple_loss=0.3404, pruned_loss=0.09007, over 12487.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03477, over 37.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3487, pruned_loss=0.1074, over 2474828.00 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07562, over 20143.46 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3324, pruned_loss=0.0875, over 2184894.17 frames. utt_duration=1262 frames, utt_pad_proportion=0.05832, over 6931.77 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.351, pruned_loss=0.11, over 2475887.01 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07513, over 21586.11 utterances.], batch size: 37, lr: 8.77e-04
2022-08-21 10:32:57,229 INFO [train.py:927] (4/8) Epoch 3, batch 4400, giga_loss[loss=0.3589, simple_loss=0.3932, pruned_loss=0.1622, over 12372.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07568, over 212.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3473, pruned_loss=0.1065, over 2474401.18 frames. utt_duration=496.2 frames, utt_pad_proportion=0.0751, over 20006.89 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3322, pruned_loss=0.08762, over 2194717.65 frames. utt_duration=1270 frames, utt_pad_proportion=0.05686, over 6922.51 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3497, pruned_loss=0.1091, over 2475385.25 frames. utt_duration=460 frames, utt_pad_proportion=0.07529, over 21591.61 utterances.], batch size: 212, lr: 8.77e-04
2022-08-21 10:34:42,444 INFO [train.py:927] (4/8) Epoch 3, batch 4450, giga_loss[loss=0.3095, simple_loss=0.3486, pruned_loss=0.1352, over 12366.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3451, pruned_loss=0.1061, over 2473994.70 frames. utt_duration=491 frames, utt_pad_proportion=0.07827, over 20215.59 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3321, pruned_loss=0.08762, over 2201570.30 frames. utt_duration=1274 frames, utt_pad_proportion=0.05566, over 6920.52 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3474, pruned_loss=0.1086, over 2474845.61 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07866, over 21772.32 utterances.], batch size: 369, lr: 8.76e-04
2022-08-21 10:36:28,731 INFO [train.py:927] (4/8) Epoch 3, batch 4500, giga_loss[loss=0.2314, simple_loss=0.3017, pruned_loss=0.08059, over 12399.00 frames. utt_duration=974 frames, utt_pad_proportion=0.02895, over 51.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3437, pruned_loss=0.1057, over 2473210.71 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07754, over 19864.20 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3317, pruned_loss=0.08723, over 2209627.33 frames. utt_duration=1279 frames, utt_pad_proportion=0.05451, over 6919.07 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3462, pruned_loss=0.1085, over 2473899.57 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07844, over 21459.57 utterances.], batch size: 51, lr: 8.76e-04
2022-08-21 10:38:14,059 INFO [train.py:927] (4/8) Epoch 3, batch 4550, giga_loss[loss=0.2299, simple_loss=0.3065, pruned_loss=0.07665, over 12375.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02777, over 66.00 utterances.], tot_loss[loss=0.2779, simple_loss=0.3439, pruned_loss=0.106, over 2473717.89 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07432, over 19908.15 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3321, pruned_loss=0.08715, over 2216142.97 frames. utt_duration=1286 frames, utt_pad_proportion=0.05349, over 6900.30 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3458, pruned_loss=0.1087, over 2474275.16 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07566, over 21481.41 utterances.], batch size: 66, lr: 8.76e-04
2022-08-21 10:39:59,001 INFO [train.py:927] (4/8) Epoch 3, batch 4600, libri_loss[loss=0.2148, simple_loss=0.2857, pruned_loss=0.07197, over 12251.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.04388, over 27.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3442, pruned_loss=0.1066, over 2474780.10 frames. utt_duration=489 frames, utt_pad_proportion=0.07533, over 20304.83 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3316, pruned_loss=0.08692, over 2222570.48 frames. utt_duration=1290 frames, utt_pad_proportion=0.05257, over 6901.72 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3465, pruned_loss=0.1094, over 2475196.52 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07675, over 21864.25 utterances.], batch size: 27, lr: 8.75e-04
2022-08-21 10:41:42,740 INFO [train.py:927] (4/8) Epoch 3, batch 4650, giga_loss[loss=0.2491, simple_loss=0.3286, pruned_loss=0.08476, over 12334.00 frames. utt_duration=1593 frames, utt_pad_proportion=0.04689, over 31.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.344, pruned_loss=0.1056, over 2474805.61 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07614, over 20193.66 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3313, pruned_loss=0.08665, over 2229670.67 frames. utt_duration=1285 frames, utt_pad_proportion=0.05264, over 6948.28 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.3464, pruned_loss=0.1086, over 2475468.97 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07747, over 21765.60 utterances.], batch size: 31, lr: 8.75e-04
2022-08-21 10:43:29,393 INFO [train.py:927] (4/8) Epoch 3, batch 4700, giga_loss[loss=0.2844, simple_loss=0.3405, pruned_loss=0.1142, over 12369.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04054, over 113.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3452, pruned_loss=0.1071, over 2475038.73 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07765, over 20769.24 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3315, pruned_loss=0.08689, over 2233261.51 frames. utt_duration=1289 frames, utt_pad_proportion=0.052, over 6940.10 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3471, pruned_loss=0.1095, over 2475629.59 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07887, over 22201.45 utterances.], batch size: 113, lr: 8.74e-04
2022-08-21 10:45:15,481 INFO [train.py:927] (4/8) Epoch 3, batch 4750, giga_loss[loss=0.317, simple_loss=0.3646, pruned_loss=0.1348, over 12450.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03722, over 123.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3475, pruned_loss=0.11, over 2475503.37 frames. utt_duration=478.5 frames, utt_pad_proportion=0.0748, over 20756.20 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3313, pruned_loss=0.08688, over 2240291.77 frames. utt_duration=1287 frames, utt_pad_proportion=0.05169, over 6968.33 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3496, pruned_loss=0.1125, over 2476102.76 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07625, over 22243.84 utterances.], batch size: 123, lr: 8.74e-04
2022-08-21 10:46:59,268 INFO [train.py:927] (4/8) Epoch 3, batch 4800, giga_loss[loss=0.4165, simple_loss=0.4445, pruned_loss=0.1943, over 12372.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1742, over 356.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3486, pruned_loss=0.1117, over 2475571.44 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07587, over 21050.82 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3308, pruned_loss=0.08661, over 2244816.60 frames. utt_duration=1290 frames, utt_pad_proportion=0.05138, over 6968.78 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.3511, pruned_loss=0.1144, over 2476175.88 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07719, over 22489.89 utterances.], batch size: 356, lr: 8.74e-04
2022-08-21 10:48:41,475 INFO [train.py:927] (4/8) Epoch 3, batch 4850, giga_loss[loss=0.294, simple_loss=0.363, pruned_loss=0.1125, over 12391.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.2863, simple_loss=0.3491, pruned_loss=0.1118, over 2475028.62 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07856, over 21107.22 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.331, pruned_loss=0.08679, over 2250405.76 frames. utt_duration=1279 frames, utt_pad_proportion=0.05533, over 7046.93 utterances.], giga_tot_loss[loss=0.29, simple_loss=0.3514, pruned_loss=0.1143, over 2475605.46 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07861, over 22503.86 utterances.], batch size: 113, lr: 8.73e-04
2022-08-21 10:50:24,486 INFO [train.py:927] (4/8) Epoch 3, batch 4900, giga_loss[loss=0.2241, simple_loss=0.3014, pruned_loss=0.07342, over 12354.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04586, over 31.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3457, pruned_loss=0.1083, over 2474937.69 frames. utt_duration=489.4 frames, utt_pad_proportion=0.0759, over 20289.04 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3306, pruned_loss=0.08658, over 2257070.69 frames. utt_duration=1279 frames, utt_pad_proportion=0.05484, over 7065.30 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3482, pruned_loss=0.1112, over 2475383.77 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07648, over 21762.75 utterances.], batch size: 31, lr: 8.73e-04
2022-08-21 10:52:11,459 INFO [train.py:927] (4/8) Epoch 3, batch 4950, giga_loss[loss=0.2754, simple_loss=0.3438, pruned_loss=0.1035, over 12422.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02707, over 58.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3442, pruned_loss=0.108, over 2475308.22 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07457, over 20159.57 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3306, pruned_loss=0.0866, over 2265181.16 frames. utt_duration=1267 frames, utt_pad_proportion=0.05905, over 7162.36 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3467, pruned_loss=0.111, over 2476096.57 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07408, over 21731.30 utterances.], batch size: 58, lr: 8.73e-04
2022-08-21 10:53:56,132 INFO [train.py:927] (4/8) Epoch 3, batch 5000, giga_loss[loss=0.2872, simple_loss=0.3729, pruned_loss=0.1008, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03583, over 40.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3454, pruned_loss=0.108, over 2475287.75 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0712, over 19427.68 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.33, pruned_loss=0.08621, over 2270131.54 frames. utt_duration=1272 frames, utt_pad_proportion=0.0579, over 7147.42 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3483, pruned_loss=0.1112, over 2476138.44 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07149, over 20979.02 utterances.], batch size: 40, lr: 8.72e-04
2022-08-21 10:55:44,643 INFO [train.py:927] (4/8) Epoch 3, batch 5050, giga_loss[loss=0.3047, simple_loss=0.3705, pruned_loss=0.1195, over 12411.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03892, over 133.00 utterances.], tot_loss[loss=0.282, simple_loss=0.3492, pruned_loss=0.1074, over 2474603.31 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07091, over 19271.90 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3309, pruned_loss=0.08579, over 2278894.94 frames. utt_duration=1280 frames, utt_pad_proportion=0.05599, over 7127.43 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3515, pruned_loss=0.1112, over 2475537.43 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07194, over 21052.01 utterances.], batch size: 133, lr: 8.72e-04
2022-08-21 10:57:27,759 INFO [train.py:927] (4/8) Epoch 3, batch 5100, giga_loss[loss=0.2967, simple_loss=0.3613, pruned_loss=0.116, over 12371.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02928, over 85.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3494, pruned_loss=0.1076, over 2475106.77 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06779, over 18834.74 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3301, pruned_loss=0.08567, over 2286510.41 frames. utt_duration=1275 frames, utt_pad_proportion=0.05957, over 7180.45 utterances.], giga_tot_loss[loss=0.288, simple_loss=0.3526, pruned_loss=0.1117, over 2475957.66 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06784, over 20661.82 utterances.], batch size: 85, lr: 8.71e-04
2022-08-21 10:59:12,714 INFO [train.py:927] (4/8) Epoch 3, batch 5150, giga_loss[loss=0.3001, simple_loss=0.3628, pruned_loss=0.1187, over 12412.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05254, over 162.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3501, pruned_loss=0.1089, over 2475279.96 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06956, over 19273.94 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3304, pruned_loss=0.0862, over 2289029.68 frames. utt_duration=1277 frames, utt_pad_proportion=0.05884, over 7180.71 utterances.], giga_tot_loss[loss=0.2883, simple_loss=0.3526, pruned_loss=0.1119, over 2476213.85 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06971, over 20866.95 utterances.], batch size: 162, lr: 8.71e-04
2022-08-21 11:00:59,003 INFO [train.py:927] (4/8) Epoch 3, batch 5200, giga_loss[loss=0.2782, simple_loss=0.3378, pruned_loss=0.1093, over 12389.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04054, over 133.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3482, pruned_loss=0.1086, over 2475204.97 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06507, over 19228.88 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3301, pruned_loss=0.08618, over 2294415.74 frames. utt_duration=1282 frames, utt_pad_proportion=0.05763, over 7169.38 utterances.], giga_tot_loss[loss=0.2872, simple_loss=0.351, pruned_loss=0.1117, over 2476075.47 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06595, over 20854.60 utterances.], batch size: 133, lr: 8.71e-04
2022-08-21 11:02:53,701 INFO [train.py:927] (4/8) Epoch 3, batch 5250, giga_loss[loss=0.3241, simple_loss=0.3807, pruned_loss=0.1337, over 12392.00 frames. utt_duration=584.4 frames, utt_pad_proportion=0.02927, over 85.00 utterances.], tot_loss[loss=0.282, simple_loss=0.3467, pruned_loss=0.1086, over 2474170.64 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07012, over 19646.10 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3296, pruned_loss=0.08604, over 2299336.27 frames. utt_duration=1282 frames, utt_pad_proportion=0.0573, over 7185.29 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3498, pruned_loss=0.1118, over 2475226.73 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07064, over 21257.34 utterances.], batch size: 85, lr: 8.70e-04
2022-08-21 11:04:37,897 INFO [train.py:927] (4/8) Epoch 3, batch 5300, giga_loss[loss=0.2795, simple_loss=0.3359, pruned_loss=0.1115, over 12278.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.03816, over 51.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.345, pruned_loss=0.1082, over 2474314.70 frames. utt_duration=512.1 frames, utt_pad_proportion=0.07066, over 19380.76 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3288, pruned_loss=0.08563, over 2305694.53 frames. utt_duration=1288 frames, utt_pad_proportion=0.05552, over 7170.43 utterances.], giga_tot_loss[loss=0.2862, simple_loss=0.3487, pruned_loss=0.1119, over 2475611.60 frames. utt_duration=470 frames, utt_pad_proportion=0.07173, over 21136.64 utterances.], batch size: 51, lr: 8.70e-04
2022-08-21 11:06:22,121 INFO [train.py:927] (4/8) Epoch 3, batch 5350, giga_loss[loss=0.2969, simple_loss=0.3575, pruned_loss=0.1182, over 12405.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03623, over 113.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3437, pruned_loss=0.1072, over 2474412.77 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06818, over 18902.13 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3286, pruned_loss=0.08573, over 2308696.55 frames. utt_duration=1291 frames, utt_pad_proportion=0.05463, over 7162.15 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.347, pruned_loss=0.1105, over 2475739.59 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06961, over 20510.85 utterances.], batch size: 113, lr: 8.70e-04
2022-08-21 11:08:05,970 INFO [train.py:927] (4/8) Epoch 3, batch 5400, giga_loss[loss=0.3008, simple_loss=0.3651, pruned_loss=0.1182, over 12386.00 frames. utt_duration=307.2 frames, utt_pad_proportion=0.05777, over 162.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3461, pruned_loss=0.1084, over 2473428.76 frames. utt_duration=505.5 frames, utt_pad_proportion=0.07189, over 19628.95 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3294, pruned_loss=0.08595, over 2314039.60 frames. utt_duration=1294 frames, utt_pad_proportion=0.05312, over 7163.31 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3487, pruned_loss=0.1115, over 2474844.88 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07335, over 21303.52 utterances.], batch size: 162, lr: 8.69e-04
2022-08-21 11:09:52,411 INFO [train.py:927] (4/8) Epoch 3, batch 5450, giga_loss[loss=0.3114, simple_loss=0.3799, pruned_loss=0.1215, over 12369.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02819, over 91.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3471, pruned_loss=0.1087, over 2473084.62 frames. utt_duration=509.2 frames, utt_pad_proportion=0.07084, over 19485.69 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3294, pruned_loss=0.08599, over 2318118.90 frames. utt_duration=1291 frames, utt_pad_proportion=0.05316, over 7190.65 utterances.], giga_tot_loss[loss=0.2864, simple_loss=0.3495, pruned_loss=0.1117, over 2474094.35 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07223, over 21070.33 utterances.], batch size: 91, lr: 8.69e-04
2022-08-21 11:11:38,916 INFO [train.py:927] (4/8) Epoch 3, batch 5500, giga_loss[loss=0.2645, simple_loss=0.3467, pruned_loss=0.09117, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02571, over 48.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3483, pruned_loss=0.1062, over 2473542.99 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06695, over 18878.26 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3298, pruned_loss=0.08611, over 2319885.30 frames. utt_duration=1292 frames, utt_pad_proportion=0.05269, over 7191.74 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.35, pruned_loss=0.1086, over 2474125.67 frames. utt_duration=490.5 frames, utt_pad_proportion=0.06855, over 20237.52 utterances.], batch size: 48, lr: 8.68e-04
2022-08-21 11:13:22,226 INFO [train.py:927] (4/8) Epoch 3, batch 5550, libri_loss[loss=0.2524, simple_loss=0.3286, pruned_loss=0.0881, over 12428.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.006071, over 30.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3498, pruned_loss=0.1074, over 2473657.92 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06137, over 18214.23 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3295, pruned_loss=0.08604, over 2322077.27 frames. utt_duration=1297 frames, utt_pad_proportion=0.05225, over 7171.98 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3517, pruned_loss=0.1096, over 2474186.42 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06321, over 19453.93 utterances.], batch size: 30, lr: 8.68e-04
2022-08-21 11:15:08,071 INFO [train.py:927] (4/8) Epoch 3, batch 5600, giga_loss[loss=0.3265, simple_loss=0.3748, pruned_loss=0.1391, over 12365.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07113, over 211.00 utterances.], tot_loss[loss=0.2866, simple_loss=0.3523, pruned_loss=0.1105, over 2474309.49 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06691, over 19905.12 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3294, pruned_loss=0.086, over 2322856.88 frames. utt_duration=1298 frames, utt_pad_proportion=0.05205, over 7167.12 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3539, pruned_loss=0.1123, over 2474706.19 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06804, over 20923.04 utterances.], batch size: 211, lr: 8.68e-04
2022-08-21 11:16:52,261 INFO [train.py:927] (4/8) Epoch 3, batch 5650, giga_loss[loss=0.2659, simple_loss=0.3538, pruned_loss=0.08901, over 12349.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02944, over 91.00 utterances.], tot_loss[loss=0.2836, simple_loss=0.3508, pruned_loss=0.1082, over 2474399.79 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06971, over 19909.00 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3293, pruned_loss=0.08609, over 2325047.23 frames. utt_duration=1298 frames, utt_pad_proportion=0.05154, over 7170.53 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3524, pruned_loss=0.1099, over 2474775.03 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07073, over 20879.48 utterances.], batch size: 91, lr: 8.67e-04
2022-08-21 11:18:35,047 INFO [train.py:927] (4/8) Epoch 3, batch 5700, giga_loss[loss=0.3138, simple_loss=0.3704, pruned_loss=0.1286, over 12452.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02922, over 80.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3512, pruned_loss=0.1082, over 2473265.35 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07135, over 20110.76 utterances.], libri_tot_loss[loss=0.2497, simple_loss=0.3286, pruned_loss=0.08541, over 2330247.91 frames. utt_duration=1305 frames, utt_pad_proportion=0.05039, over 7151.46 utterances.], giga_tot_loss[loss=0.288, simple_loss=0.3539, pruned_loss=0.111, over 2474176.47 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07264, over 21391.42 utterances.], batch size: 80, lr: 8.67e-04
2022-08-21 11:20:21,395 INFO [train.py:927] (4/8) Epoch 3, batch 5750, libri_loss[loss=0.2727, simple_loss=0.3629, pruned_loss=0.09121, over 12362.00 frames. utt_duration=762.2 frames, utt_pad_proportion=0.1348, over 65.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3518, pruned_loss=0.1088, over 2474079.03 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07145, over 20282.49 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3294, pruned_loss=0.08543, over 2333154.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.05057, over 7172.49 utterances.], giga_tot_loss[loss=0.2882, simple_loss=0.3537, pruned_loss=0.1114, over 2474741.11 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07253, over 21516.56 utterances.], batch size: 65, lr: 8.67e-04
2022-08-21 11:22:04,330 INFO [train.py:927] (4/8) Epoch 3, batch 5800, giga_loss[loss=0.2683, simple_loss=0.3394, pruned_loss=0.09857, over 12339.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03139, over 58.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3494, pruned_loss=0.1081, over 2474387.86 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07549, over 20353.28 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3291, pruned_loss=0.08522, over 2340166.68 frames. utt_duration=1303 frames, utt_pad_proportion=0.04889, over 7192.87 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3522, pruned_loss=0.1114, over 2474834.54 frames. utt_duration=452.9 frames, utt_pad_proportion=0.077, over 21929.12 utterances.], batch size: 58, lr: 8.66e-04
2022-08-21 11:23:52,480 INFO [train.py:927] (4/8) Epoch 3, batch 5850, giga_loss[loss=0.3419, simple_loss=0.3856, pruned_loss=0.1491, over 12445.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04376, over 134.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3466, pruned_loss=0.1069, over 2475169.57 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07102, over 19877.87 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3289, pruned_loss=0.08515, over 2341385.27 frames. utt_duration=1306 frames, utt_pad_proportion=0.04857, over 7179.98 utterances.], giga_tot_loss[loss=0.2843, simple_loss=0.3491, pruned_loss=0.1098, over 2475615.65 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07267, over 21233.77 utterances.], batch size: 134, lr: 8.66e-04
2022-08-21 11:25:32,538 INFO [train.py:927] (4/8) Epoch 3, batch 5900, giga_loss[loss=0.2202, simple_loss=0.301, pruned_loss=0.06966, over 12414.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03208, over 80.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.3459, pruned_loss=0.1066, over 2474673.75 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07525, over 20327.19 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3299, pruned_loss=0.08565, over 2345863.05 frames. utt_duration=1304 frames, utt_pad_proportion=0.04776, over 7206.22 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3477, pruned_loss=0.1093, over 2475736.92 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07689, over 21871.41 utterances.], batch size: 80, lr: 8.66e-04
2022-08-21 11:27:13,399 INFO [train.py:927] (4/8) Epoch 3, batch 5950, giga_loss[loss=0.2214, simple_loss=0.3085, pruned_loss=0.06716, over 12358.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03179, over 58.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3423, pruned_loss=0.1029, over 2474718.72 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07708, over 20918.78 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3291, pruned_loss=0.08502, over 2351072.87 frames. utt_duration=1309 frames, utt_pad_proportion=0.04676, over 7191.80 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3451, pruned_loss=0.1064, over 2476033.81 frames. utt_duration=437.3 frames, utt_pad_proportion=0.0788, over 22725.37 utterances.], batch size: 58, lr: 8.65e-04
2022-08-21 11:29:02,656 INFO [train.py:927] (4/8) Epoch 3, batch 6000, giga_loss[loss=0.3325, simple_loss=0.3672, pruned_loss=0.1489, over 12413.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07687, over 213.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3406, pruned_loss=0.1017, over 2475075.68 frames. utt_duration=480 frames, utt_pad_proportion=0.07636, over 20687.27 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3298, pruned_loss=0.08507, over 2353583.78 frames. utt_duration=1297 frames, utt_pad_proportion=0.0503, over 7267.52 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3425, pruned_loss=0.1048, over 2476057.74 frames. utt_duration=445.7 frames, utt_pad_proportion=0.077, over 22294.62 utterances.], batch size: 213, lr: 8.65e-04
2022-08-21 11:29:02,658 INFO [train.py:958] (4/8) Computing validation loss
2022-08-21 11:29:18,200 INFO [train.py:967] (4/8) Epoch 3, validation: loss=0.2089, simple_loss=0.3146, pruned_loss=0.05167, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 11:31:02,421 INFO [train.py:927] (4/8) Epoch 3, batch 6050, giga_loss[loss=0.2907, simple_loss=0.3548, pruned_loss=0.1133, over 12422.00 frames. utt_duration=579.2 frames, utt_pad_proportion=0.03632, over 86.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3393, pruned_loss=0.1024, over 2475000.67 frames. utt_duration=463.2 frames, utt_pad_proportion=0.08078, over 21441.09 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3296, pruned_loss=0.08499, over 2356053.24 frames. utt_duration=1300 frames, utt_pad_proportion=0.04956, over 7259.33 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3412, pruned_loss=0.1052, over 2475719.73 frames. utt_duration=432.5 frames, utt_pad_proportion=0.08133, over 22971.84 utterances.], batch size: 86, lr: 8.64e-04
2022-08-21 11:32:45,410 INFO [train.py:927] (4/8) Epoch 3, batch 6100, giga_loss[loss=0.3186, simple_loss=0.3649, pruned_loss=0.1362, over 12356.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2098, over 374.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3411, pruned_loss=0.1034, over 2475667.75 frames. utt_duration=440.1 frames, utt_pad_proportion=0.08502, over 22574.35 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3296, pruned_loss=0.08497, over 2357402.40 frames. utt_duration=1299 frames, utt_pad_proportion=0.04919, over 7269.72 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3426, pruned_loss=0.1057, over 2476096.99 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08538, over 23886.60 utterances.], batch size: 374, lr: 8.64e-04
2022-08-21 11:34:30,059 INFO [train.py:927] (4/8) Epoch 3, batch 6150, giga_loss[loss=0.3411, simple_loss=0.379, pruned_loss=0.1516, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07467, over 212.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3403, pruned_loss=0.1031, over 2475281.84 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08143, over 22046.52 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3294, pruned_loss=0.08487, over 2361026.58 frames. utt_duration=1299 frames, utt_pad_proportion=0.04834, over 7277.61 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3419, pruned_loss=0.1056, over 2475532.45 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08243, over 23485.60 utterances.], batch size: 212, lr: 8.64e-04
2022-08-21 11:36:16,399 INFO [train.py:927] (4/8) Epoch 3, batch 6200, giga_loss[loss=0.2689, simple_loss=0.3472, pruned_loss=0.0953, over 12371.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03208, over 104.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3414, pruned_loss=0.1039, over 2474857.96 frames. utt_duration=462.9 frames, utt_pad_proportion=0.08239, over 21455.94 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3291, pruned_loss=0.08484, over 2366219.10 frames. utt_duration=1287 frames, utt_pad_proportion=0.05218, over 7362.20 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3435, pruned_loss=0.1068, over 2475404.31 frames. utt_duration=428.4 frames, utt_pad_proportion=0.08259, over 23193.10 utterances.], batch size: 104, lr: 8.63e-04
2022-08-21 11:38:00,874 INFO [train.py:927] (4/8) Epoch 3, batch 6250, giga_loss[loss=0.2647, simple_loss=0.337, pruned_loss=0.09621, over 12390.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0266, over 91.00 utterances.], tot_loss[loss=0.2774, simple_loss=0.3436, pruned_loss=0.1056, over 2475020.51 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07926, over 21029.69 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3297, pruned_loss=0.08528, over 2370586.64 frames. utt_duration=1273 frames, utt_pad_proportion=0.05586, over 7455.33 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3454, pruned_loss=0.1083, over 2475354.02 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07889, over 22858.18 utterances.], batch size: 91, lr: 8.63e-04
2022-08-21 11:39:47,277 INFO [train.py:927] (4/8) Epoch 3, batch 6300, giga_loss[loss=0.2757, simple_loss=0.3626, pruned_loss=0.09443, over 12458.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.02782, over 75.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3457, pruned_loss=0.1077, over 2475502.74 frames. utt_duration=448.2 frames, utt_pad_proportion=0.08515, over 22164.15 utterances.], libri_tot_loss[loss=0.2497, simple_loss=0.3291, pruned_loss=0.08517, over 2374133.48 frames. utt_duration=1267 frames, utt_pad_proportion=0.05959, over 7505.49 utterances.], giga_tot_loss[loss=0.2846, simple_loss=0.348, pruned_loss=0.1106, over 2475839.94 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08369, over 24012.89 utterances.], batch size: 75, lr: 8.63e-04
2022-08-21 11:41:32,251 INFO [train.py:927] (4/8) Epoch 3, batch 6350, giga_loss[loss=0.2706, simple_loss=0.3333, pruned_loss=0.104, over 12353.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02977, over 70.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3474, pruned_loss=0.1075, over 2476337.69 frames. utt_duration=454.8 frames, utt_pad_proportion=0.08015, over 21846.63 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3303, pruned_loss=0.08534, over 2376318.48 frames. utt_duration=1266 frames, utt_pad_proportion=0.05893, over 7517.18 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3485, pruned_loss=0.1101, over 2476464.05 frames. utt_duration=421.7 frames, utt_pad_proportion=0.07966, over 23572.23 utterances.], batch size: 70, lr: 8.62e-04
2022-08-21 11:43:15,255 INFO [train.py:927] (4/8) Epoch 3, batch 6400, giga_loss[loss=0.2524, simple_loss=0.3228, pruned_loss=0.09101, over 12453.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02934, over 80.00 utterances.], tot_loss[loss=0.283, simple_loss=0.348, pruned_loss=0.109, over 2476264.48 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07979, over 21796.23 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3307, pruned_loss=0.08538, over 2379319.08 frames. utt_duration=1269 frames, utt_pad_proportion=0.05753, over 7510.82 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.349, pruned_loss=0.1116, over 2476332.14 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07996, over 23544.60 utterances.], batch size: 80, lr: 8.62e-04
2022-08-21 11:45:04,443 INFO [train.py:927] (4/8) Epoch 3, batch 6450, giga_loss[loss=0.289, simple_loss=0.3547, pruned_loss=0.1117, over 12360.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04295, over 133.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.347, pruned_loss=0.1081, over 2476138.11 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07574, over 21126.22 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.332, pruned_loss=0.08558, over 2380799.05 frames. utt_duration=1269 frames, utt_pad_proportion=0.05685, over 7512.13 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3469, pruned_loss=0.1103, over 2476154.97 frames. utt_duration=438 frames, utt_pad_proportion=0.07644, over 22690.27 utterances.], batch size: 133, lr: 8.62e-04
2022-08-21 11:46:48,365 INFO [train.py:927] (4/8) Epoch 3, batch 6500, giga_loss[loss=0.2431, simple_loss=0.3243, pruned_loss=0.08093, over 12452.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03134, over 75.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3472, pruned_loss=0.109, over 2475847.40 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07401, over 21347.51 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.332, pruned_loss=0.08577, over 2382994.05 frames. utt_duration=1277 frames, utt_pad_proportion=0.05568, over 7471.37 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3476, pruned_loss=0.1113, over 2476481.03 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07519, over 23050.90 utterances.], batch size: 75, lr: 8.61e-04
2022-08-21 11:48:32,826 INFO [train.py:927] (4/8) Epoch 3, batch 6550, giga_loss[loss=0.3701, simple_loss=0.4066, pruned_loss=0.1668, over 12426.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05134, over 162.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3473, pruned_loss=0.1091, over 2475386.90 frames. utt_duration=476.9 frames, utt_pad_proportion=0.0706, over 20826.48 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3323, pruned_loss=0.086, over 2384096.03 frames. utt_duration=1274 frames, utt_pad_proportion=0.05568, over 7494.04 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3475, pruned_loss=0.111, over 2476140.61 frames. utt_duration=445 frames, utt_pad_proportion=0.07188, over 22333.63 utterances.], batch size: 162, lr: 8.61e-04
2022-08-21 11:50:16,295 INFO [train.py:927] (4/8) Epoch 3, batch 6600, giga_loss[loss=0.2973, simple_loss=0.3602, pruned_loss=0.1172, over 12408.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05036, over 161.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3485, pruned_loss=0.1108, over 2474564.28 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06806, over 20461.46 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3319, pruned_loss=0.08577, over 2386173.08 frames. utt_duration=1279 frames, utt_pad_proportion=0.05446, over 7470.48 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3495, pruned_loss=0.1132, over 2475738.41 frames. utt_duration=450.5 frames, utt_pad_proportion=0.06977, over 22052.71 utterances.], batch size: 161, lr: 8.60e-04
2022-08-21 11:52:03,442 INFO [train.py:927] (4/8) Epoch 3, batch 6650, giga_loss[loss=0.2933, simple_loss=0.3475, pruned_loss=0.1196, over 12185.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.0396, over 33.00 utterances.], tot_loss[loss=0.2873, simple_loss=0.3497, pruned_loss=0.1124, over 2474467.64 frames. utt_duration=470 frames, utt_pad_proportion=0.07241, over 21125.95 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3322, pruned_loss=0.08607, over 2388575.92 frames. utt_duration=1277 frames, utt_pad_proportion=0.05412, over 7493.56 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.3506, pruned_loss=0.1146, over 2475223.37 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07367, over 22650.17 utterances.], batch size: 33, lr: 8.60e-04
2022-08-21 11:53:48,349 INFO [train.py:927] (4/8) Epoch 3, batch 6700, giga_loss[loss=0.284, simple_loss=0.3471, pruned_loss=0.1104, over 12426.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04778, over 34.00 utterances.], tot_loss[loss=0.2874, simple_loss=0.3501, pruned_loss=0.1123, over 2474551.87 frames. utt_duration=483.2 frames, utt_pad_proportion=0.06916, over 20546.71 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3321, pruned_loss=0.08598, over 2389174.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05371, over 7484.66 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.351, pruned_loss=0.1144, over 2475390.87 frames. utt_duration=454 frames, utt_pad_proportion=0.07055, over 21880.04 utterances.], batch size: 34, lr: 8.60e-04
2022-08-21 11:55:33,412 INFO [train.py:927] (4/8) Epoch 3, batch 6750, giga_loss[loss=0.289, simple_loss=0.3485, pruned_loss=0.1147, over 12395.00 frames. utt_duration=343.7 frames, utt_pad_proportion=0.03728, over 145.00 utterances.], tot_loss[loss=0.2881, simple_loss=0.3513, pruned_loss=0.1125, over 2474278.86 frames. utt_duration=504.4 frames, utt_pad_proportion=0.0674, over 19681.55 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3332, pruned_loss=0.08598, over 2391570.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.05408, over 7517.98 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3516, pruned_loss=0.1148, over 2475068.62 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06867, over 21059.65 utterances.], batch size: 145, lr: 8.59e-04
2022-08-21 11:57:17,132 INFO [train.py:927] (4/8) Epoch 3, batch 6800, giga_loss[loss=0.2596, simple_loss=0.3435, pruned_loss=0.08782, over 12238.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03479, over 28.00 utterances.], tot_loss[loss=0.2864, simple_loss=0.3501, pruned_loss=0.1113, over 2473802.97 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06795, over 19300.72 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3329, pruned_loss=0.086, over 2393044.32 frames. utt_duration=1272 frames, utt_pad_proportion=0.05432, over 7531.56 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.351, pruned_loss=0.1137, over 2474553.25 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06895, over 20588.36 utterances.], batch size: 28, lr: 8.59e-04
2022-08-21 11:59:01,193 INFO [train.py:927] (4/8) Epoch 3, batch 6850, libri_loss[loss=0.3162, simple_loss=0.3707, pruned_loss=0.1308, over 12393.00 frames. utt_duration=425.2 frames, utt_pad_proportion=0.3346, over 117.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3484, pruned_loss=0.1093, over 2473828.40 frames. utt_duration=520.7 frames, utt_pad_proportion=0.07025, over 19057.39 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.333, pruned_loss=0.08635, over 2395009.58 frames. utt_duration=1262 frames, utt_pad_proportion=0.05783, over 7597.45 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3494, pruned_loss=0.1113, over 2474468.97 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06974, over 20286.76 utterances.], batch size: 117, lr: 8.59e-04
2022-08-21 12:00:42,484 INFO [train.py:927] (4/8) Epoch 3, batch 6900, libri_loss[loss=0.2546, simple_loss=0.3235, pruned_loss=0.09289, over 12218.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006943, over 31.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3459, pruned_loss=0.1078, over 2473588.51 frames. utt_duration=523.8 frames, utt_pad_proportion=0.0704, over 18942.18 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3323, pruned_loss=0.08604, over 2397279.40 frames. utt_duration=1271 frames, utt_pad_proportion=0.05637, over 7555.18 utterances.], giga_tot_loss[loss=0.2843, simple_loss=0.3478, pruned_loss=0.1105, over 2474518.88 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07061, over 20340.95 utterances.], batch size: 31, lr: 8.58e-04
2022-08-21 12:02:29,700 INFO [train.py:927] (4/8) Epoch 3, batch 6950, giga_loss[loss=0.2646, simple_loss=0.3291, pruned_loss=0.09999, over 12457.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03396, over 98.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.347, pruned_loss=0.1084, over 2472983.84 frames. utt_duration=520.6 frames, utt_pad_proportion=0.07079, over 19053.90 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3327, pruned_loss=0.08615, over 2398964.18 frames. utt_duration=1275 frames, utt_pad_proportion=0.0554, over 7534.55 utterances.], giga_tot_loss[loss=0.2851, simple_loss=0.3484, pruned_loss=0.1109, over 2473894.71 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07139, over 20449.31 utterances.], batch size: 98, lr: 8.58e-04
2022-08-21 12:04:13,807 INFO [train.py:927] (4/8) Epoch 3, batch 7000, giga_loss[loss=0.2742, simple_loss=0.3447, pruned_loss=0.1019, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04397, over 31.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3465, pruned_loss=0.1092, over 2473543.73 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07345, over 19520.76 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3326, pruned_loss=0.08631, over 2401189.61 frames. utt_duration=1273 frames, utt_pad_proportion=0.05459, over 7556.42 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3482, pruned_loss=0.1118, over 2474585.68 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07426, over 20999.16 utterances.], batch size: 31, lr: 8.58e-04
2022-08-21 12:05:59,443 INFO [train.py:927] (4/8) Epoch 3, batch 7050, giga_loss[loss=0.2367, simple_loss=0.3092, pruned_loss=0.08208, over 12344.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03455, over 51.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3466, pruned_loss=0.109, over 2473203.44 frames. utt_duration=514 frames, utt_pad_proportion=0.07359, over 19300.65 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3322, pruned_loss=0.08625, over 2403601.01 frames. utt_duration=1265 frames, utt_pad_proportion=0.05774, over 7610.29 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3488, pruned_loss=0.1119, over 2474121.03 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07334, over 20827.89 utterances.], batch size: 51, lr: 8.57e-04
2022-08-21 12:07:43,976 INFO [train.py:927] (4/8) Epoch 3, batch 7100, giga_loss[loss=0.2824, simple_loss=0.3566, pruned_loss=0.1041, over 12423.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03303, over 75.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.3464, pruned_loss=0.1085, over 2474404.19 frames. utt_duration=512.3 frames, utt_pad_proportion=0.07166, over 19375.95 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3318, pruned_loss=0.086, over 2405321.61 frames. utt_duration=1270 frames, utt_pad_proportion=0.05696, over 7587.29 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3488, pruned_loss=0.1115, over 2475136.06 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07199, over 20888.59 utterances.], batch size: 75, lr: 8.57e-04
2022-08-21 12:09:29,779 INFO [train.py:927] (4/8) Epoch 3, batch 7150, giga_loss[loss=0.2949, simple_loss=0.36, pruned_loss=0.1149, over 12399.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03991, over 133.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3462, pruned_loss=0.1081, over 2473764.36 frames. utt_duration=513.7 frames, utt_pad_proportion=0.07078, over 19318.43 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3318, pruned_loss=0.08611, over 2407154.12 frames. utt_duration=1272 frames, utt_pad_proportion=0.05591, over 7577.58 utterances.], giga_tot_loss[loss=0.2852, simple_loss=0.3486, pruned_loss=0.1109, over 2474242.35 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07161, over 20807.29 utterances.], batch size: 133, lr: 8.57e-04
2022-08-21 12:11:13,716 INFO [train.py:927] (4/8) Epoch 3, batch 7200, giga_loss[loss=0.2495, simple_loss=0.3274, pruned_loss=0.08577, over 12348.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02973, over 66.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3455, pruned_loss=0.1072, over 2473643.84 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06586, over 18923.99 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3316, pruned_loss=0.08609, over 2408227.53 frames. utt_duration=1272 frames, utt_pad_proportion=0.05525, over 7580.10 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3478, pruned_loss=0.1099, over 2474243.06 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06715, over 20310.44 utterances.], batch size: 66, lr: 8.56e-04
2022-08-21 12:13:07,696 INFO [train.py:927] (4/8) Epoch 3, batch 7250, giga_loss[loss=0.235, simple_loss=0.308, pruned_loss=0.08096, over 12323.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03149, over 48.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3433, pruned_loss=0.106, over 2473828.62 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06888, over 19341.27 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3317, pruned_loss=0.08611, over 2409379.05 frames. utt_duration=1276 frames, utt_pad_proportion=0.05446, over 7564.73 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3451, pruned_loss=0.1084, over 2474425.09 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07003, over 20653.48 utterances.], batch size: 48, lr: 8.56e-04
2022-08-21 12:14:52,204 INFO [train.py:927] (4/8) Epoch 3, batch 7300, giga_loss[loss=0.2612, simple_loss=0.3383, pruned_loss=0.09207, over 12362.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3414, pruned_loss=0.1057, over 2473826.93 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06611, over 18909.39 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3324, pruned_loss=0.08627, over 2410373.67 frames. utt_duration=1271 frames, utt_pad_proportion=0.0547, over 7595.14 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3423, pruned_loss=0.1077, over 2474263.08 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06719, over 20074.37 utterances.], batch size: 66, lr: 8.55e-04
2022-08-21 12:16:38,137 INFO [train.py:927] (4/8) Epoch 3, batch 7350, giga_loss[loss=0.2461, simple_loss=0.3324, pruned_loss=0.07994, over 12440.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03585, over 105.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.3411, pruned_loss=0.1048, over 2474690.23 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06699, over 19516.99 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3325, pruned_loss=0.08633, over 2411855.86 frames. utt_duration=1271 frames, utt_pad_proportion=0.05416, over 7599.26 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3419, pruned_loss=0.1067, over 2474838.93 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06803, over 20650.67 utterances.], batch size: 105, lr: 8.55e-04
2022-08-21 12:18:23,393 INFO [train.py:927] (4/8) Epoch 3, batch 7400, giga_loss[loss=0.2268, simple_loss=0.2911, pruned_loss=0.08127, over 12341.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1787, over 357.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3397, pruned_loss=0.1019, over 2474671.35 frames. utt_duration=479.2 frames, utt_pad_proportion=0.0688, over 20721.05 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3322, pruned_loss=0.08627, over 2412852.94 frames. utt_duration=1273 frames, utt_pad_proportion=0.05334, over 7590.35 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3408, pruned_loss=0.1038, over 2475031.99 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0698, over 21857.81 utterances.], batch size: 357, lr: 8.55e-04
2022-08-21 12:20:08,336 INFO [train.py:927] (4/8) Epoch 3, batch 7450, libri_loss[loss=0.2239, simple_loss=0.2947, pruned_loss=0.0765, over 12233.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008621, over 29.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3371, pruned_loss=0.09852, over 2475073.51 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07355, over 21106.37 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3328, pruned_loss=0.08659, over 2415720.43 frames. utt_duration=1239 frames, utt_pad_proportion=0.06418, over 7808.00 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3377, pruned_loss=0.1004, over 2475255.25 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07114, over 22385.55 utterances.], batch size: 29, lr: 8.54e-04
2022-08-21 12:21:52,783 INFO [train.py:927] (4/8) Epoch 3, batch 7500, giga_loss[loss=0.2859, simple_loss=0.351, pruned_loss=0.1104, over 12405.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04403, over 146.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3359, pruned_loss=0.09532, over 2476188.87 frames. utt_duration=463.9 frames, utt_pad_proportion=0.06747, over 21419.43 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3328, pruned_loss=0.08658, over 2416175.54 frames. utt_duration=1239 frames, utt_pad_proportion=0.0638, over 7806.97 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3365, pruned_loss=0.09685, over 2476440.77 frames. utt_duration=440.9 frames, utt_pad_proportion=0.06601, over 22540.65 utterances.], batch size: 146, lr: 8.54e-04
2022-08-21 12:23:38,061 INFO [train.py:927] (4/8) Epoch 3, batch 7550, giga_loss[loss=0.2721, simple_loss=0.3351, pruned_loss=0.1045, over 12387.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1008, over 257.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3346, pruned_loss=0.0945, over 2475997.38 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07158, over 22913.81 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3323, pruned_loss=0.0864, over 2417403.71 frames. utt_duration=1244 frames, utt_pad_proportion=0.06269, over 7780.09 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3355, pruned_loss=0.09606, over 2476435.84 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07066, over 24137.44 utterances.], batch size: 257, lr: 8.54e-04
2022-08-21 12:25:21,252 INFO [train.py:927] (4/8) Epoch 3, batch 7600, giga_loss[loss=0.2795, simple_loss=0.3347, pruned_loss=0.1121, over 12359.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1058, over 258.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3324, pruned_loss=0.09212, over 2475040.55 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07118, over 23055.33 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3331, pruned_loss=0.08634, over 2418564.52 frames. utt_duration=1246 frames, utt_pad_proportion=0.06127, over 7774.76 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3324, pruned_loss=0.0936, over 2475908.53 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07098, over 24459.44 utterances.], batch size: 258, lr: 8.53e-04
2022-08-21 12:27:06,268 INFO [train.py:927] (4/8) Epoch 3, batch 7650, libri_loss[loss=0.2914, simple_loss=0.3607, pruned_loss=0.1111, over 12454.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009196, over 39.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3308, pruned_loss=0.09069, over 2475003.95 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07097, over 22970.35 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3328, pruned_loss=0.08629, over 2420700.79 frames. utt_duration=1247 frames, utt_pad_proportion=0.06015, over 7775.62 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3311, pruned_loss=0.09207, over 2475531.78 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07126, over 24584.90 utterances.], batch size: 39, lr: 8.53e-04
2022-08-21 12:28:49,166 INFO [train.py:927] (4/8) Epoch 3, batch 7700, giga_loss[loss=0.2367, simple_loss=0.3195, pruned_loss=0.07691, over 12371.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02801, over 91.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3284, pruned_loss=0.0883, over 2475247.64 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07013, over 23011.65 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3329, pruned_loss=0.08625, over 2421844.78 frames. utt_duration=1252 frames, utt_pad_proportion=0.05903, over 7749.60 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3283, pruned_loss=0.08948, over 2475816.37 frames. utt_duration=402.9 frames, utt_pad_proportion=0.07077, over 24667.56 utterances.], batch size: 91, lr: 8.53e-04
2022-08-21 12:30:34,489 INFO [train.py:927] (4/8) Epoch 3, batch 7750, giga_loss[loss=0.244, simple_loss=0.3155, pruned_loss=0.08624, over 12442.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04142, over 114.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3258, pruned_loss=0.0862, over 2475244.02 frames. utt_duration=426.4 frames, utt_pad_proportion=0.0718, over 23300.08 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3344, pruned_loss=0.08674, over 2422629.56 frames. utt_duration=1241 frames, utt_pad_proportion=0.06248, over 7816.06 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3242, pruned_loss=0.0867, over 2476168.61 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07123, over 24904.61 utterances.], batch size: 114, lr: 8.52e-04
2022-08-21 12:32:24,537 INFO [train.py:927] (4/8) Epoch 3, batch 7800, giga_loss[loss=0.2525, simple_loss=0.3217, pruned_loss=0.0916, over 12397.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07386, over 212.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.324, pruned_loss=0.08546, over 2475369.59 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07184, over 23481.74 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3341, pruned_loss=0.08658, over 2423716.97 frames. utt_duration=1242 frames, utt_pad_proportion=0.06158, over 7813.83 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3229, pruned_loss=0.08598, over 2476062.56 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07169, over 25022.17 utterances.], batch size: 212, lr: 8.52e-04
2022-08-21 12:34:24,227 INFO [train.py:927] (4/8) Epoch 3, batch 7850, giga_loss[loss=0.2563, simple_loss=0.3281, pruned_loss=0.0922, over 12327.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03454, over 58.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3236, pruned_loss=0.08476, over 2475403.27 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07536, over 24452.24 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3334, pruned_loss=0.08633, over 2424814.97 frames. utt_duration=1235 frames, utt_pad_proportion=0.06465, over 7862.75 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.323, pruned_loss=0.08534, over 2476362.15 frames. utt_duration=381 frames, utt_pad_proportion=0.07435, over 26097.63 utterances.], batch size: 58, lr: 8.52e-04
2022-08-21 12:36:25,805 INFO [train.py:927] (4/8) Epoch 3, batch 7900, giga_loss[loss=0.2458, simple_loss=0.3082, pruned_loss=0.09173, over 12396.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3221, pruned_loss=0.08378, over 2476452.54 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07056, over 24343.51 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3331, pruned_loss=0.08621, over 2426135.16 frames. utt_duration=1239 frames, utt_pad_proportion=0.06355, over 7839.46 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3217, pruned_loss=0.08432, over 2477148.66 frames. utt_duration=381.7 frames, utt_pad_proportion=0.07037, over 26053.19 utterances.], batch size: 257, lr: 8.51e-04
2022-08-21 12:38:33,684 INFO [train.py:927] (4/8) Epoch 3, batch 7950, giga_loss[loss=0.2177, simple_loss=0.3018, pruned_loss=0.06677, over 12395.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03257, over 122.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3209, pruned_loss=0.08254, over 2476876.80 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07071, over 24831.87 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3334, pruned_loss=0.08626, over 2426617.62 frames. utt_duration=1236 frames, utt_pad_proportion=0.06381, over 7863.94 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3203, pruned_loss=0.08289, over 2477443.93 frames. utt_duration=378 frames, utt_pad_proportion=0.07052, over 26312.92 utterances.], batch size: 122, lr: 8.51e-04
2022-08-21 12:40:35,992 INFO [train.py:927] (4/8) Epoch 3, batch 8000, giga_loss[loss=0.2038, simple_loss=0.2896, pruned_loss=0.05897, over 12407.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04039, over 133.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3189, pruned_loss=0.08168, over 2476977.43 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06903, over 24265.89 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3334, pruned_loss=0.08634, over 2428368.05 frames. utt_duration=1228 frames, utt_pad_proportion=0.06397, over 7916.78 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3178, pruned_loss=0.08175, over 2477637.52 frames. utt_duration=382.3 frames, utt_pad_proportion=0.069, over 26013.30 utterances.], batch size: 133, lr: 8.51e-04
2022-08-21 12:42:30,633 INFO [train.py:927] (4/8) Epoch 3, batch 8050, giga_loss[loss=0.2879, simple_loss=0.3532, pruned_loss=0.1113, over 12390.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.0598, over 182.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3193, pruned_loss=0.08253, over 2476502.37 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06834, over 24757.24 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3338, pruned_loss=0.08682, over 2429039.79 frames. utt_duration=1230 frames, utt_pad_proportion=0.06272, over 7912.15 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3178, pruned_loss=0.08207, over 2477710.15 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06872, over 26595.81 utterances.], batch size: 182, lr: 8.50e-04
2022-08-21 12:44:46,334 INFO [train.py:927] (4/8) Epoch 3, batch 8100, giga_loss[loss=0.2131, simple_loss=0.3035, pruned_loss=0.06135, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03848, over 113.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3182, pruned_loss=0.08188, over 2476508.82 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07398, over 25306.05 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3328, pruned_loss=0.08679, over 2431217.80 frames. utt_duration=1227 frames, utt_pad_proportion=0.06425, over 7937.32 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3172, pruned_loss=0.08134, over 2477647.85 frames. utt_duration=361.4 frames, utt_pad_proportion=0.07361, over 27522.93 utterances.], batch size: 113, lr: 8.50e-04
2022-08-21 12:46:49,132 INFO [train.py:927] (4/8) Epoch 3, batch 8150, giga_loss[loss=0.197, simple_loss=0.286, pruned_loss=0.05402, over 12451.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03688, over 133.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3175, pruned_loss=0.08149, over 2476683.11 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07165, over 25282.05 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3329, pruned_loss=0.08664, over 2431637.66 frames. utt_duration=1230 frames, utt_pad_proportion=0.06357, over 7918.40 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3164, pruned_loss=0.0811, over 2477780.12 frames. utt_duration=364.8 frames, utt_pad_proportion=0.07171, over 27262.06 utterances.], batch size: 133, lr: 8.50e-04
2022-08-21 12:48:59,010 INFO [train.py:927] (4/8) Epoch 3, batch 8200, giga_loss[loss=0.2472, simple_loss=0.3317, pruned_loss=0.08131, over 12401.00 frames. utt_duration=584.8 frames, utt_pad_proportion=0.02541, over 85.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3208, pruned_loss=0.08075, over 2477327.85 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06882, over 25713.95 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3334, pruned_loss=0.08646, over 2431992.67 frames. utt_duration=1233 frames, utt_pad_proportion=0.06316, over 7898.27 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3194, pruned_loss=0.08057, over 2478282.94 frames. utt_duration=362.4 frames, utt_pad_proportion=0.06916, over 27448.98 utterances.], batch size: 85, lr: 8.49e-04
2022-08-21 12:51:08,850 INFO [train.py:927] (4/8) Epoch 3, batch 8250, giga_loss[loss=0.2282, simple_loss=0.3197, pruned_loss=0.06841, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03854, over 113.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3205, pruned_loss=0.07866, over 2477344.96 frames. utt_duration=386.7 frames, utt_pad_proportion=0.0676, over 25704.26 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3333, pruned_loss=0.08636, over 2432514.11 frames. utt_duration=1225 frames, utt_pad_proportion=0.06702, over 7955.56 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3192, pruned_loss=0.07845, over 2478447.36 frames. utt_duration=363.7 frames, utt_pad_proportion=0.06685, over 27347.89 utterances.], batch size: 113, lr: 8.49e-04
2022-08-21 12:53:10,738 INFO [train.py:927] (4/8) Epoch 3, batch 8300, giga_loss[loss=0.2667, simple_loss=0.3365, pruned_loss=0.09844, over 12430.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04935, over 161.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3217, pruned_loss=0.08029, over 2477692.81 frames. utt_duration=390 frames, utt_pad_proportion=0.06729, over 25493.01 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3331, pruned_loss=0.08632, over 2433680.74 frames. utt_duration=1214 frames, utt_pad_proportion=0.06973, over 8026.16 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3204, pruned_loss=0.07998, over 2478716.17 frames. utt_duration=365.2 frames, utt_pad_proportion=0.06611, over 27240.16 utterances.], batch size: 161, lr: 8.49e-04
2022-08-21 12:55:43,192 INFO [train.py:927] (4/8) Epoch 3, batch 8350, libri_loss[loss=0.3062, simple_loss=0.3759, pruned_loss=0.1182, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01298, over 40.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3208, pruned_loss=0.08055, over 2477905.96 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06678, over 24970.70 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3333, pruned_loss=0.08649, over 2434423.54 frames. utt_duration=1215 frames, utt_pad_proportion=0.06904, over 8023.75 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3194, pruned_loss=0.08005, over 2478625.98 frames. utt_duration=374 frames, utt_pad_proportion=0.06605, over 26591.65 utterances.], batch size: 40, lr: 8.48e-04
2022-08-21 12:57:49,809 INFO [train.py:927] (4/8) Epoch 3, batch 8400, giga_loss[loss=0.2324, simple_loss=0.3113, pruned_loss=0.07673, over 12347.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.03843, over 113.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3176, pruned_loss=0.07899, over 2478515.94 frames. utt_duration=404 frames, utt_pad_proportion=0.06836, over 24613.08 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3332, pruned_loss=0.08651, over 2435289.70 frames. utt_duration=1218 frames, utt_pad_proportion=0.06798, over 8007.43 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3164, pruned_loss=0.07847, over 2479084.87 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06795, over 26202.41 utterances.], batch size: 113, lr: 8.48e-04
2022-08-21 12:59:48,187 INFO [train.py:927] (4/8) Epoch 3, batch 8450, libri_loss[loss=0.2009, simple_loss=0.2856, pruned_loss=0.05812, over 12379.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.01027, over 30.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3186, pruned_loss=0.07889, over 2477553.97 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06427, over 23242.56 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3328, pruned_loss=0.0859, over 2436486.40 frames. utt_duration=1230 frames, utt_pad_proportion=0.06557, over 7933.75 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3172, pruned_loss=0.07868, over 2478833.71 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06488, over 25349.19 utterances.], batch size: 30, lr: 8.47e-04
2022-08-21 13:01:50,179 INFO [train.py:927] (4/8) Epoch 3, batch 8500, giga_loss[loss=0.2158, simple_loss=0.3026, pruned_loss=0.06449, over 12476.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02947, over 55.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.318, pruned_loss=0.07978, over 2477467.67 frames. utt_duration=419 frames, utt_pad_proportion=0.06728, over 23718.62 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.332, pruned_loss=0.08562, over 2437366.60 frames. utt_duration=1238 frames, utt_pad_proportion=0.06387, over 7885.80 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3172, pruned_loss=0.07965, over 2478948.40 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06801, over 25938.98 utterances.], batch size: 55, lr: 8.47e-04
2022-08-21 13:03:56,351 INFO [train.py:927] (4/8) Epoch 3, batch 8550, giga_loss[loss=0.2241, simple_loss=0.3094, pruned_loss=0.06936, over 12377.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05599, over 181.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3177, pruned_loss=0.08024, over 2477284.17 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06843, over 24316.36 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3313, pruned_loss=0.08521, over 2438035.41 frames. utt_duration=1242 frames, utt_pad_proportion=0.06293, over 7858.30 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3174, pruned_loss=0.0804, over 2478596.08 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06919, over 26387.87 utterances.], batch size: 181, lr: 8.47e-04
2022-08-21 13:06:17,076 INFO [train.py:927] (4/8) Epoch 3, batch 8600, giga_loss[loss=0.2376, simple_loss=0.3213, pruned_loss=0.07694, over 12369.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.02952, over 85.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3188, pruned_loss=0.08042, over 2477223.30 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06958, over 25011.19 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3312, pruned_loss=0.08525, over 2438422.13 frames. utt_duration=1244 frames, utt_pad_proportion=0.06203, over 7850.24 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3184, pruned_loss=0.08043, over 2478598.51 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07036, over 26950.91 utterances.], batch size: 85, lr: 8.46e-04
2022-08-21 13:08:24,663 INFO [train.py:927] (4/8) Epoch 3, batch 8650, giga_loss[loss=0.2061, simple_loss=0.2855, pruned_loss=0.06335, over 12256.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.0225, over 54.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3169, pruned_loss=0.08003, over 2477197.26 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06814, over 24333.69 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3315, pruned_loss=0.08564, over 2439593.91 frames. utt_duration=1234 frames, utt_pad_proportion=0.06461, over 7916.40 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3158, pruned_loss=0.07949, over 2478442.64 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06812, over 26366.73 utterances.], batch size: 54, lr: 8.46e-04
2022-08-21 13:10:21,436 INFO [train.py:927] (4/8) Epoch 3, batch 8700, giga_loss[loss=0.2457, simple_loss=0.3107, pruned_loss=0.09038, over 12419.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.0581, over 182.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.313, pruned_loss=0.07858, over 2477501.60 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07166, over 24675.53 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3315, pruned_loss=0.08577, over 2440862.35 frames. utt_duration=1235 frames, utt_pad_proportion=0.06352, over 7917.22 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3117, pruned_loss=0.07783, over 2478381.72 frames. utt_duration=372 frames, utt_pad_proportion=0.07167, over 26736.62 utterances.], batch size: 182, lr: 8.46e-04
2022-08-21 13:12:18,723 INFO [train.py:927] (4/8) Epoch 3, batch 8750, giga_loss[loss=0.1912, simple_loss=0.281, pruned_loss=0.05069, over 12360.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02546, over 66.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3121, pruned_loss=0.07832, over 2477088.97 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07296, over 24821.29 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.331, pruned_loss=0.08552, over 2441179.05 frames. utt_duration=1227 frames, utt_pad_proportion=0.06705, over 7968.16 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3112, pruned_loss=0.07782, over 2478175.29 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07192, over 26710.19 utterances.], batch size: 66, lr: 8.45e-04
2022-08-21 13:14:23,607 INFO [train.py:927] (4/8) Epoch 3, batch 8800, giga_loss[loss=0.251, simple_loss=0.3218, pruned_loss=0.0901, over 12426.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03049, over 122.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3136, pruned_loss=0.077, over 2477564.64 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06947, over 23915.54 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.334, pruned_loss=0.0857, over 2442109.89 frames. utt_duration=1224 frames, utt_pad_proportion=0.06665, over 7989.02 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3099, pruned_loss=0.07626, over 2478404.31 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06899, over 25769.77 utterances.], batch size: 122, lr: 8.45e-04
2022-08-21 13:16:32,491 INFO [train.py:927] (4/8) Epoch 3, batch 8850, giga_loss[loss=0.2012, simple_loss=0.2829, pruned_loss=0.05969, over 12443.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05659, over 182.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3124, pruned_loss=0.0763, over 2477491.76 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07024, over 23945.35 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3336, pruned_loss=0.08523, over 2443103.62 frames. utt_duration=1233 frames, utt_pad_proportion=0.0644, over 7933.82 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3088, pruned_loss=0.07573, over 2478870.67 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07044, over 26216.04 utterances.], batch size: 182, lr: 8.45e-04
2022-08-21 13:18:36,475 INFO [train.py:927] (4/8) Epoch 3, batch 8900, giga_loss[loss=0.1942, simple_loss=0.2795, pruned_loss=0.05439, over 12371.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03572, over 132.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.311, pruned_loss=0.07583, over 2477807.54 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06749, over 23741.71 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3336, pruned_loss=0.08522, over 2443198.26 frames. utt_duration=1235 frames, utt_pad_proportion=0.06388, over 7925.50 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.308, pruned_loss=0.07532, over 2479099.21 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06799, over 25665.55 utterances.], batch size: 132, lr: 8.44e-04
2022-08-21 13:20:33,210 INFO [train.py:927] (4/8) Epoch 3, batch 8950, giga_loss[loss=0.2203, simple_loss=0.3237, pruned_loss=0.05844, over 12475.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02977, over 75.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3088, pruned_loss=0.07427, over 2477024.64 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06827, over 23574.58 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3327, pruned_loss=0.08498, over 2443775.06 frames. utt_duration=1243 frames, utt_pad_proportion=0.06254, over 7870.81 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3065, pruned_loss=0.07376, over 2478622.83 frames. utt_duration=387 frames, utt_pad_proportion=0.06908, over 25700.36 utterances.], batch size: 75, lr: 8.44e-04
2022-08-21 13:22:36,002 INFO [train.py:927] (4/8) Epoch 3, batch 9000, giga_loss[loss=0.2127, simple_loss=0.2812, pruned_loss=0.07215, over 12374.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1863, over 361.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3112, pruned_loss=0.07512, over 2477392.57 frames. utt_duration=417.2 frames, utt_pad_proportion=0.0679, over 23821.43 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3324, pruned_loss=0.085, over 2444174.32 frames. utt_duration=1246 frames, utt_pad_proportion=0.06183, over 7854.80 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3093, pruned_loss=0.07456, over 2478752.17 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06878, over 25744.43 utterances.], batch size: 361, lr: 8.44e-04
2022-08-21 13:22:36,003 INFO [train.py:958] (4/8) Computing validation loss
2022-08-21 13:22:49,584 INFO [train.py:967] (4/8) Epoch 3, validation: loss=0.2193, simple_loss=0.3248, pruned_loss=0.05689, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 13:24:47,980 INFO [train.py:927] (4/8) Epoch 3, batch 9050, giga_loss[loss=0.238, simple_loss=0.3177, pruned_loss=0.07913, over 12388.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05021, over 161.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3121, pruned_loss=0.07546, over 2477706.56 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06668, over 23783.41 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3325, pruned_loss=0.08531, over 2445111.97 frames. utt_duration=1250 frames, utt_pad_proportion=0.06038, over 7834.38 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3099, pruned_loss=0.0745, over 2478841.32 frames. utt_duration=386 frames, utt_pad_proportion=0.06791, over 25764.25 utterances.], batch size: 161, lr: 8.43e-04
2022-08-21 13:26:49,256 INFO [train.py:927] (4/8) Epoch 3, batch 9100, giga_loss[loss=0.2304, simple_loss=0.3082, pruned_loss=0.07628, over 12405.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03162, over 122.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.31, pruned_loss=0.07374, over 2477141.33 frames. utt_duration=428 frames, utt_pad_proportion=0.06412, over 23217.03 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3315, pruned_loss=0.08476, over 2445574.55 frames. utt_duration=1251 frames, utt_pad_proportion=0.05981, over 7828.78 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3084, pruned_loss=0.0731, over 2478777.59 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06556, over 25381.19 utterances.], batch size: 122, lr: 8.43e-04
2022-08-21 13:28:50,759 INFO [train.py:927] (4/8) Epoch 3, batch 9150, giga_loss[loss=0.2325, simple_loss=0.3085, pruned_loss=0.0782, over 12337.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03095, over 91.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3085, pruned_loss=0.07362, over 2476639.20 frames. utt_duration=427.1 frames, utt_pad_proportion=0.0648, over 23263.52 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3312, pruned_loss=0.08462, over 2445677.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.05929, over 7802.50 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3072, pruned_loss=0.07309, over 2478246.44 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06605, over 25193.68 utterances.], batch size: 91, lr: 8.43e-04
2022-08-21 13:30:57,582 INFO [train.py:927] (4/8) Epoch 3, batch 9200, giga_loss[loss=0.277, simple_loss=0.342, pruned_loss=0.106, over 12392.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.311, pruned_loss=0.07484, over 2476660.51 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06389, over 23868.03 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3315, pruned_loss=0.08441, over 2445737.52 frames. utt_duration=1258 frames, utt_pad_proportion=0.0589, over 7784.51 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3095, pruned_loss=0.07452, over 2478151.31 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06504, over 25541.75 utterances.], batch size: 257, lr: 8.42e-04
2022-08-21 13:33:05,257 INFO [train.py:927] (4/8) Epoch 3, batch 9250, giga_loss[loss=0.2836, simple_loss=0.3468, pruned_loss=0.1102, over 12410.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.103, over 258.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3156, pruned_loss=0.07802, over 2477037.78 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06839, over 25053.85 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.333, pruned_loss=0.08495, over 2445988.35 frames. utt_duration=1246 frames, utt_pad_proportion=0.06321, over 7861.38 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3128, pruned_loss=0.07716, over 2478409.30 frames. utt_duration=374.8 frames, utt_pad_proportion=0.06787, over 26536.14 utterances.], batch size: 258, lr: 8.42e-04
2022-08-21 13:35:10,633 INFO [train.py:927] (4/8) Epoch 3, batch 9300, giga_loss[loss=0.2508, simple_loss=0.3184, pruned_loss=0.09164, over 12388.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07141, over 212.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3173, pruned_loss=0.07877, over 2477310.24 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06905, over 25606.55 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3331, pruned_loss=0.08499, over 2446550.50 frames. utt_duration=1246 frames, utt_pad_proportion=0.06279, over 7864.89 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3147, pruned_loss=0.07791, over 2478599.20 frames. utt_duration=366.3 frames, utt_pad_proportion=0.06873, over 27158.25 utterances.], batch size: 212, lr: 8.42e-04
2022-08-21 13:37:19,512 INFO [train.py:927] (4/8) Epoch 3, batch 9350, giga_loss[loss=0.2154, simple_loss=0.3001, pruned_loss=0.06534, over 12380.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02598, over 91.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.316, pruned_loss=0.07864, over 2478140.76 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06978, over 26067.66 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3328, pruned_loss=0.08483, over 2447800.90 frames. utt_duration=1246 frames, utt_pad_proportion=0.06198, over 7866.75 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3137, pruned_loss=0.07793, over 2478875.98 frames. utt_duration=358 frames, utt_pad_proportion=0.06977, over 27791.41 utterances.], batch size: 91, lr: 8.41e-04
2022-08-21 13:39:22,064 INFO [train.py:927] (4/8) Epoch 3, batch 9400, giga_loss[loss=0.268, simple_loss=0.3331, pruned_loss=0.1015, over 12420.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07226, over 212.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3152, pruned_loss=0.07793, over 2478145.47 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06695, over 24878.07 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3326, pruned_loss=0.08452, over 2448775.81 frames. utt_duration=1249 frames, utt_pad_proportion=0.06019, over 7852.30 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.313, pruned_loss=0.0774, over 2478953.26 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06765, over 26909.95 utterances.], batch size: 212, lr: 8.41e-04
2022-08-21 13:41:26,698 INFO [train.py:927] (4/8) Epoch 3, batch 9450, giga_loss[loss=0.2483, simple_loss=0.3229, pruned_loss=0.08683, over 12390.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02807, over 85.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3136, pruned_loss=0.07761, over 2477686.92 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06902, over 24395.60 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3321, pruned_loss=0.08435, over 2449562.44 frames. utt_duration=1242 frames, utt_pad_proportion=0.06259, over 7899.82 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3116, pruned_loss=0.07708, over 2478667.09 frames. utt_duration=374 frames, utt_pad_proportion=0.0688, over 26594.53 utterances.], batch size: 85, lr: 8.41e-04
2022-08-21 13:43:32,546 INFO [train.py:927] (4/8) Epoch 3, batch 9500, giga_loss[loss=0.2401, simple_loss=0.337, pruned_loss=0.07157, over 12430.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03046, over 75.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.312, pruned_loss=0.07556, over 2477727.61 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06933, over 23849.24 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3324, pruned_loss=0.08453, over 2449969.85 frames. utt_duration=1241 frames, utt_pad_proportion=0.06238, over 7907.76 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.31, pruned_loss=0.07492, over 2478383.32 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06922, over 25720.73 utterances.], batch size: 75, lr: 8.40e-04
2022-08-21 13:45:25,773 INFO [train.py:927] (4/8) Epoch 3, batch 9550, giga_loss[loss=0.276, simple_loss=0.3503, pruned_loss=0.1009, over 12355.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04697, over 146.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3134, pruned_loss=0.07439, over 2478098.43 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06561, over 23323.69 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3326, pruned_loss=0.08455, over 2450371.15 frames. utt_duration=1243 frames, utt_pad_proportion=0.06194, over 7892.73 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3114, pruned_loss=0.07378, over 2478505.70 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06589, over 24947.39 utterances.], batch size: 146, lr: 8.40e-04
2022-08-21 13:47:38,397 INFO [train.py:927] (4/8) Epoch 3, batch 9600, giga_loss[loss=0.2119, simple_loss=0.3004, pruned_loss=0.06168, over 12354.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03243, over 62.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3132, pruned_loss=0.07425, over 2477974.95 frames. utt_duration=409 frames, utt_pad_proportion=0.07031, over 24304.33 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3328, pruned_loss=0.08451, over 2450406.29 frames. utt_duration=1245 frames, utt_pad_proportion=0.06172, over 7885.27 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3114, pruned_loss=0.07377, over 2478389.99 frames. utt_duration=387.6 frames, utt_pad_proportion=0.07036, over 25656.40 utterances.], batch size: 62, lr: 8.40e-04
2022-08-21 13:49:50,122 INFO [train.py:927] (4/8) Epoch 3, batch 9650, giga_loss[loss=0.2133, simple_loss=0.3077, pruned_loss=0.05946, over 12393.00 frames. utt_duration=973.1 frames, utt_pad_proportion=0.02977, over 51.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3133, pruned_loss=0.07427, over 2477923.40 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07117, over 24620.83 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3322, pruned_loss=0.08409, over 2450933.11 frames. utt_duration=1250 frames, utt_pad_proportion=0.06041, over 7849.83 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3118, pruned_loss=0.07395, over 2478656.62 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07165, over 26295.66 utterances.], batch size: 51, lr: 8.39e-04
2022-08-21 13:52:04,365 INFO [train.py:927] (4/8) Epoch 3, batch 9700, giga_loss[loss=0.2377, simple_loss=0.3256, pruned_loss=0.07493, over 12405.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04403, over 146.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3155, pruned_loss=0.07501, over 2478062.71 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06852, over 24196.35 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3324, pruned_loss=0.08436, over 2451762.89 frames. utt_duration=1235 frames, utt_pad_proportion=0.06389, over 7947.98 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3135, pruned_loss=0.0742, over 2478735.58 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06813, over 25981.94 utterances.], batch size: 146, lr: 8.39e-04
2022-08-21 13:54:23,663 INFO [train.py:927] (4/8) Epoch 3, batch 9750, giga_loss[loss=0.244, simple_loss=0.3178, pruned_loss=0.08506, over 12427.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07276, over 212.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.316, pruned_loss=0.07526, over 2477673.27 frames. utt_duration=427.8 frames, utt_pad_proportion=0.06384, over 23229.62 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3317, pruned_loss=0.0841, over 2452335.38 frames. utt_duration=1238 frames, utt_pad_proportion=0.06266, over 7930.38 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3144, pruned_loss=0.07455, over 2478501.83 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06422, over 25176.91 utterances.], batch size: 212, lr: 8.39e-04
2022-08-21 13:56:43,427 INFO [train.py:927] (4/8) Epoch 3, batch 9800, giga_loss[loss=0.2319, simple_loss=0.3188, pruned_loss=0.07249, over 12415.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.029, over 122.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3138, pruned_loss=0.07416, over 2477812.24 frames. utt_duration=433.2 frames, utt_pad_proportion=0.06148, over 22942.14 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3314, pruned_loss=0.08389, over 2452579.93 frames. utt_duration=1237 frames, utt_pad_proportion=0.06245, over 7938.82 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3125, pruned_loss=0.07361, over 2478685.56 frames. utt_duration=402 frames, utt_pad_proportion=0.062, over 24732.48 utterances.], batch size: 122, lr: 8.38e-04
2022-08-21 13:58:41,759 INFO [train.py:927] (4/8) Epoch 3, batch 9850, giga_loss[loss=0.2425, simple_loss=0.3211, pruned_loss=0.08194, over 12371.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.0287, over 91.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.314, pruned_loss=0.07446, over 2477340.35 frames. utt_duration=435.3 frames, utt_pad_proportion=0.06079, over 22824.49 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.331, pruned_loss=0.08398, over 2452949.82 frames. utt_duration=1246 frames, utt_pad_proportion=0.0601, over 7887.09 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3125, pruned_loss=0.07348, over 2478872.94 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06195, over 25043.46 utterances.], batch size: 91, lr: 8.38e-04
2022-08-21 14:00:39,470 INFO [train.py:927] (4/8) Epoch 3, batch 9900, giga_loss[loss=0.2212, simple_loss=0.304, pruned_loss=0.06918, over 12358.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03026, over 85.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3168, pruned_loss=0.07618, over 2477402.61 frames. utt_duration=432.5 frames, utt_pad_proportion=0.05954, over 22975.89 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3307, pruned_loss=0.08385, over 2453146.88 frames. utt_duration=1248 frames, utt_pad_proportion=0.05945, over 7871.86 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3157, pruned_loss=0.0754, over 2478751.70 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06073, over 24930.73 utterances.], batch size: 85, lr: 8.38e-04
2022-08-21 14:02:31,183 INFO [train.py:927] (4/8) Epoch 3, batch 9950, libri_loss[loss=0.2929, simple_loss=0.3888, pruned_loss=0.0985, over 12453.00 frames. utt_duration=959.5 frames, utt_pad_proportion=0.07113, over 52.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3153, pruned_loss=0.07531, over 2477393.48 frames. utt_duration=435.4 frames, utt_pad_proportion=0.05804, over 22821.03 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3314, pruned_loss=0.0837, over 2453747.87 frames. utt_duration=1250 frames, utt_pad_proportion=0.05903, over 7862.69 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3134, pruned_loss=0.07466, over 2478346.56 frames. utt_duration=403.3 frames, utt_pad_proportion=0.0592, over 24652.73 utterances.], batch size: 52, lr: 8.37e-04
2022-08-21 14:04:24,540 INFO [train.py:927] (4/8) Epoch 3, batch 10000, giga_loss[loss=0.315, simple_loss=0.3819, pruned_loss=0.1241, over 12443.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.04158, over 26.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3193, pruned_loss=0.07928, over 2477340.33 frames. utt_duration=437.3 frames, utt_pad_proportion=0.05923, over 22725.80 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3312, pruned_loss=0.08379, over 2454064.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.05891, over 7877.36 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3177, pruned_loss=0.07852, over 2478352.14 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06012, over 24533.71 utterances.], batch size: 26, lr: 8.37e-04
2022-08-21 14:06:06,192 INFO [train.py:927] (4/8) Epoch 3, batch 10050, giga_loss[loss=0.2335, simple_loss=0.3197, pruned_loss=0.07361, over 12379.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.0265, over 66.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3261, pruned_loss=0.08332, over 2476708.10 frames. utt_duration=459.6 frames, utt_pad_proportion=0.05805, over 21614.45 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.331, pruned_loss=0.0838, over 2454471.87 frames. utt_duration=1249 frames, utt_pad_proportion=0.05815, over 7869.41 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3249, pruned_loss=0.08266, over 2477663.62 frames. utt_duration=425.1 frames, utt_pad_proportion=0.05909, over 23384.57 utterances.], batch size: 66, lr: 8.37e-04
2022-08-21 14:07:50,654 INFO [train.py:927] (4/8) Epoch 3, batch 10100, giga_loss[loss=0.2094, simple_loss=0.2815, pruned_loss=0.0687, over 12364.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03159, over 58.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3233, pruned_loss=0.08364, over 2475700.06 frames. utt_duration=466.2 frames, utt_pad_proportion=0.06054, over 21298.76 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.331, pruned_loss=0.08385, over 2454659.02 frames. utt_duration=1251 frames, utt_pad_proportion=0.05746, over 7855.44 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3222, pruned_loss=0.08307, over 2476582.08 frames. utt_duration=433.8 frames, utt_pad_proportion=0.06147, over 22905.21 utterances.], batch size: 58, lr: 8.36e-04
2022-08-21 14:09:33,891 INFO [train.py:927] (4/8) Epoch 3, batch 10150, giga_loss[loss=0.2152, simple_loss=0.2824, pruned_loss=0.07401, over 12452.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02778, over 80.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3163, pruned_loss=0.0807, over 2476359.48 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06036, over 20328.54 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3303, pruned_loss=0.08336, over 2455407.68 frames. utt_duration=1256 frames, utt_pad_proportion=0.05594, over 7826.84 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3157, pruned_loss=0.08065, over 2477055.43 frames. utt_duration=450.4 frames, utt_pad_proportion=0.06165, over 22065.26 utterances.], batch size: 80, lr: 8.36e-04
2022-08-21 14:11:17,374 INFO [train.py:927] (4/8) Epoch 3, batch 10200, giga_loss[loss=0.1916, simple_loss=0.2629, pruned_loss=0.06014, over 12488.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03434, over 43.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3088, pruned_loss=0.07752, over 2475294.67 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06054, over 19860.06 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3309, pruned_loss=0.08296, over 2455206.31 frames. utt_duration=1261 frames, utt_pad_proportion=0.05516, over 7798.54 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3075, pruned_loss=0.07776, over 2476354.13 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06184, over 21467.35 utterances.], batch size: 43, lr: 8.36e-04
2022-08-21 14:13:00,537 INFO [train.py:927] (4/8) Epoch 3, batch 10250, giga_loss[loss=0.2046, simple_loss=0.2807, pruned_loss=0.06425, over 12367.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03968, over 145.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3043, pruned_loss=0.07589, over 2475386.60 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06043, over 19567.80 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3313, pruned_loss=0.08307, over 2455279.29 frames. utt_duration=1266 frames, utt_pad_proportion=0.05419, over 7763.94 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3024, pruned_loss=0.07585, over 2476600.53 frames. utt_duration=470 frames, utt_pad_proportion=0.06184, over 21141.41 utterances.], batch size: 145, lr: 8.35e-04
2022-08-21 14:14:44,061 INFO [train.py:927] (4/8) Epoch 3, batch 10300, giga_loss[loss=0.1673, simple_loss=0.2348, pruned_loss=0.04989, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04565, over 34.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.2999, pruned_loss=0.07485, over 2474924.66 frames. utt_duration=509.4 frames, utt_pad_proportion=0.0653, over 19486.64 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3312, pruned_loss=0.08317, over 2456088.82 frames. utt_duration=1272 frames, utt_pad_proportion=0.05254, over 7733.88 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.2974, pruned_loss=0.07444, over 2475889.60 frames. utt_duration=468 frames, utt_pad_proportion=0.06678, over 21222.54 utterances.], batch size: 34, lr: 8.35e-04
2022-08-21 14:16:25,821 INFO [train.py:927] (4/8) Epoch 3, batch 10350, giga_loss[loss=0.1854, simple_loss=0.2631, pruned_loss=0.05381, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03004, over 45.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2937, pruned_loss=0.07212, over 2474312.98 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06658, over 19564.68 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3306, pruned_loss=0.08293, over 2456295.37 frames. utt_duration=1275 frames, utt_pad_proportion=0.05179, over 7714.39 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2917, pruned_loss=0.07185, over 2475217.06 frames. utt_duration=469 frames, utt_pad_proportion=0.06799, over 21175.75 utterances.], batch size: 45, lr: 8.35e-04
2022-08-21 14:18:08,950 INFO [train.py:927] (4/8) Epoch 3, batch 10400, giga_loss[loss=0.1821, simple_loss=0.249, pruned_loss=0.05758, over 12469.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03507, over 40.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2882, pruned_loss=0.0694, over 2473916.12 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06436, over 19146.39 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3302, pruned_loss=0.08278, over 2456501.09 frames. utt_duration=1277 frames, utt_pad_proportion=0.05122, over 7703.67 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2864, pruned_loss=0.06917, over 2474689.89 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06591, over 20586.02 utterances.], batch size: 40, lr: 8.34e-04
2022-08-21 14:19:51,463 INFO [train.py:927] (4/8) Epoch 3, batch 10450, giga_loss[loss=0.2343, simple_loss=0.2997, pruned_loss=0.08447, over 12391.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05866, over 182.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2826, pruned_loss=0.06678, over 2474016.31 frames. utt_duration=513 frames, utt_pad_proportion=0.07096, over 19343.20 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3306, pruned_loss=0.0829, over 2456721.98 frames. utt_duration=1280 frames, utt_pad_proportion=0.0503, over 7687.32 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2798, pruned_loss=0.06615, over 2474827.36 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07221, over 20756.54 utterances.], batch size: 182, lr: 8.34e-04
2022-08-21 14:21:35,243 INFO [train.py:927] (4/8) Epoch 3, batch 10500, giga_loss[loss=0.2441, simple_loss=0.3309, pruned_loss=0.07863, over 12406.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04483, over 26.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2888, pruned_loss=0.0704, over 2474210.75 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07178, over 19760.95 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3304, pruned_loss=0.08265, over 2457180.83 frames. utt_duration=1283 frames, utt_pad_proportion=0.04895, over 7667.52 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2853, pruned_loss=0.06966, over 2475000.72 frames. utt_duration=466.4 frames, utt_pad_proportion=0.0734, over 21291.67 utterances.], batch size: 26, lr: 8.34e-04
2022-08-21 14:23:19,203 INFO [train.py:927] (4/8) Epoch 3, batch 10550, giga_loss[loss=0.272, simple_loss=0.3469, pruned_loss=0.09853, over 12364.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.0271, over 66.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3018, pruned_loss=0.07743, over 2474337.89 frames. utt_duration=513 frames, utt_pad_proportion=0.06999, over 19348.30 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3301, pruned_loss=0.08266, over 2457305.62 frames. utt_duration=1285 frames, utt_pad_proportion=0.04843, over 7655.51 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.2988, pruned_loss=0.07672, over 2475086.28 frames. utt_duration=479 frames, utt_pad_proportion=0.07169, over 20733.19 utterances.], batch size: 66, lr: 8.33e-04
2022-08-21 14:25:00,166 INFO [train.py:927] (4/8) Epoch 3, batch 10600, giga_loss[loss=0.2374, simple_loss=0.3317, pruned_loss=0.07161, over 12417.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05554, over 162.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.309, pruned_loss=0.08026, over 2474037.61 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07351, over 19579.56 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3307, pruned_loss=0.08317, over 2457443.37 frames. utt_duration=1276 frames, utt_pad_proportion=0.05153, over 7712.12 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3057, pruned_loss=0.07915, over 2474795.75 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07375, over 20841.28 utterances.], batch size: 162, lr: 8.33e-04
2022-08-21 14:26:43,128 INFO [train.py:927] (4/8) Epoch 3, batch 10650, giga_loss[loss=0.2414, simple_loss=0.3056, pruned_loss=0.08857, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.0507, over 34.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3131, pruned_loss=0.08166, over 2473749.00 frames. utt_duration=517.7 frames, utt_pad_proportion=0.07263, over 19169.05 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3309, pruned_loss=0.08304, over 2457699.59 frames. utt_duration=1280 frames, utt_pad_proportion=0.05062, over 7688.65 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3098, pruned_loss=0.08083, over 2474464.14 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07335, over 20459.45 utterances.], batch size: 34, lr: 8.33e-04
2022-08-21 14:28:28,272 INFO [train.py:927] (4/8) Epoch 3, batch 10700, giga_loss[loss=0.2626, simple_loss=0.3309, pruned_loss=0.0971, over 12459.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03377, over 43.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3195, pruned_loss=0.08673, over 2472312.00 frames. utt_duration=528.1 frames, utt_pad_proportion=0.07342, over 18778.47 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3308, pruned_loss=0.08307, over 2457406.26 frames. utt_duration=1282 frames, utt_pad_proportion=0.04985, over 7674.00 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3167, pruned_loss=0.08606, over 2473404.83 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07436, over 20015.81 utterances.], batch size: 43, lr: 8.32e-04
2022-08-21 14:30:12,864 INFO [train.py:927] (4/8) Epoch 3, batch 10750, giga_loss[loss=0.2365, simple_loss=0.3237, pruned_loss=0.07467, over 12435.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04843, over 34.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3248, pruned_loss=0.089, over 2472908.41 frames. utt_duration=535.9 frames, utt_pad_proportion=0.07252, over 18508.68 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3311, pruned_loss=0.08339, over 2457811.23 frames. utt_duration=1264 frames, utt_pad_proportion=0.05382, over 7784.12 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3219, pruned_loss=0.08839, over 2473976.42 frames. utt_duration=500.6 frames, utt_pad_proportion=0.0723, over 19825.64 utterances.], batch size: 34, lr: 8.32e-04
2022-08-21 14:31:52,646 INFO [train.py:927] (4/8) Epoch 3, batch 10800, giga_loss[loss=0.2547, simple_loss=0.341, pruned_loss=0.08423, over 12412.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03256, over 80.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3281, pruned_loss=0.08921, over 2472741.53 frames. utt_duration=546.6 frames, utt_pad_proportion=0.07032, over 18143.92 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3313, pruned_loss=0.08299, over 2458421.41 frames. utt_duration=1272 frames, utt_pad_proportion=0.05225, over 7739.41 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3256, pruned_loss=0.08932, over 2473579.80 frames. utt_duration=505.2 frames, utt_pad_proportion=0.0711, over 19641.52 utterances.], batch size: 80, lr: 8.32e-04
2022-08-21 14:33:37,105 INFO [train.py:927] (4/8) Epoch 3, batch 10850, giga_loss[loss=0.2459, simple_loss=0.3214, pruned_loss=0.0852, over 12424.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03126, over 80.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3282, pruned_loss=0.0881, over 2473066.16 frames. utt_duration=542.9 frames, utt_pad_proportion=0.07377, over 18269.80 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3307, pruned_loss=0.0828, over 2458721.13 frames. utt_duration=1275 frames, utt_pad_proportion=0.05183, over 7724.75 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3265, pruned_loss=0.08844, over 2473720.40 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07442, over 19647.37 utterances.], batch size: 80, lr: 8.31e-04
2022-08-21 14:35:20,745 INFO [train.py:927] (4/8) Epoch 3, batch 10900, giga_loss[loss=0.2275, simple_loss=0.3164, pruned_loss=0.06926, over 12357.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03196, over 58.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3276, pruned_loss=0.08696, over 2472116.79 frames. utt_duration=568.6 frames, utt_pad_proportion=0.07247, over 17437.39 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3304, pruned_loss=0.08273, over 2458628.67 frames. utt_duration=1263 frames, utt_pad_proportion=0.05557, over 7793.16 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3266, pruned_loss=0.08739, over 2473047.65 frames. utt_duration=530.4 frames, utt_pad_proportion=0.07181, over 18702.08 utterances.], batch size: 58, lr: 8.31e-04
2022-08-21 14:37:03,362 INFO [train.py:927] (4/8) Epoch 3, batch 10950, giga_loss[loss=0.2513, simple_loss=0.3211, pruned_loss=0.09079, over 12448.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03512, over 37.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.328, pruned_loss=0.08832, over 2472178.58 frames. utt_duration=600.8 frames, utt_pad_proportion=0.06747, over 16501.03 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3297, pruned_loss=0.08244, over 2459195.84 frames. utt_duration=1267 frames, utt_pad_proportion=0.05416, over 7774.55 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3278, pruned_loss=0.08912, over 2472849.91 frames. utt_duration=556 frames, utt_pad_proportion=0.06799, over 17839.13 utterances.], batch size: 37, lr: 8.31e-04
2022-08-21 14:38:50,257 INFO [train.py:927] (4/8) Epoch 3, batch 11000, giga_loss[loss=0.2564, simple_loss=0.3249, pruned_loss=0.0939, over 12431.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.0426, over 26.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3281, pruned_loss=0.0895, over 2471633.62 frames. utt_duration=606.4 frames, utt_pad_proportion=0.06825, over 16343.63 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3296, pruned_loss=0.08253, over 2459192.69 frames. utt_duration=1257 frames, utt_pad_proportion=0.05731, over 7835.33 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.328, pruned_loss=0.09026, over 2472512.73 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06758, over 17595.05 utterances.], batch size: 26, lr: 8.30e-04
2022-08-21 14:40:35,629 INFO [train.py:927] (4/8) Epoch 3, batch 11050, giga_loss[loss=0.2583, simple_loss=0.328, pruned_loss=0.09431, over 12339.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03607, over 104.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3278, pruned_loss=0.08987, over 2472053.27 frames. utt_duration=605.6 frames, utt_pad_proportion=0.06325, over 16368.82 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3302, pruned_loss=0.08269, over 2459234.58 frames. utt_duration=1256 frames, utt_pad_proportion=0.05685, over 7838.47 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3271, pruned_loss=0.09047, over 2472943.37 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06329, over 17515.40 utterances.], batch size: 104, lr: 8.30e-04
2022-08-21 14:42:19,845 INFO [train.py:927] (4/8) Epoch 3, batch 11100, giga_loss[loss=0.248, simple_loss=0.3228, pruned_loss=0.08662, over 12328.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03348, over 51.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3259, pruned_loss=0.08839, over 2471984.60 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06723, over 17043.25 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3303, pruned_loss=0.08264, over 2458892.10 frames. utt_duration=1259 frames, utt_pad_proportion=0.05644, over 7824.12 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3252, pruned_loss=0.08896, over 2473082.56 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06721, over 18030.87 utterances.], batch size: 51, lr: 8.30e-04
2022-08-21 14:44:03,283 INFO [train.py:927] (4/8) Epoch 3, batch 11150, giga_loss[loss=0.1941, simple_loss=0.2781, pruned_loss=0.05501, over 12459.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03504, over 86.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3217, pruned_loss=0.08557, over 2472602.50 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06503, over 17588.92 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3314, pruned_loss=0.08267, over 2459188.66 frames. utt_duration=1255 frames, utt_pad_proportion=0.05641, over 7849.27 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3202, pruned_loss=0.08613, over 2473572.39 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06528, over 18611.30 utterances.], batch size: 86, lr: 8.29e-04
2022-08-21 14:45:49,001 INFO [train.py:927] (4/8) Epoch 3, batch 11200, giga_loss[loss=0.2499, simple_loss=0.3171, pruned_loss=0.09139, over 12405.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06296, over 183.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3167, pruned_loss=0.08356, over 2473034.38 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06739, over 18292.13 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3311, pruned_loss=0.08274, over 2459513.25 frames. utt_duration=1258 frames, utt_pad_proportion=0.05551, over 7829.05 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3154, pruned_loss=0.08403, over 2473871.80 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06782, over 19379.44 utterances.], batch size: 183, lr: 8.29e-04
2022-08-21 14:47:39,261 INFO [train.py:927] (4/8) Epoch 3, batch 11250, giga_loss[loss=0.2261, simple_loss=0.2981, pruned_loss=0.077, over 12345.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03078, over 58.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3154, pruned_loss=0.08304, over 2472878.43 frames. utt_duration=537.7 frames, utt_pad_proportion=0.069, over 18446.93 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3308, pruned_loss=0.0826, over 2459594.33 frames. utt_duration=1260 frames, utt_pad_proportion=0.05509, over 7817.54 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3144, pruned_loss=0.08354, over 2473705.66 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06949, over 19512.44 utterances.], batch size: 58, lr: 8.29e-04
2022-08-21 14:49:21,414 INFO [train.py:927] (4/8) Epoch 3, batch 11300, giga_loss[loss=0.2087, simple_loss=0.2843, pruned_loss=0.0666, over 12378.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03523, over 122.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3124, pruned_loss=0.08152, over 2472070.94 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06493, over 17177.03 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3299, pruned_loss=0.08241, over 2459568.29 frames. utt_duration=1257 frames, utt_pad_proportion=0.05722, over 7836.43 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3117, pruned_loss=0.08209, over 2473296.43 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06499, over 18426.37 utterances.], batch size: 122, lr: 8.29e-04
2022-08-21 14:51:05,374 INFO [train.py:927] (4/8) Epoch 3, batch 11350, giga_loss[loss=0.3279, simple_loss=0.3697, pruned_loss=0.1431, over 12389.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3084, pruned_loss=0.07942, over 2472235.70 frames. utt_duration=605.3 frames, utt_pad_proportion=0.0599, over 16377.11 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3291, pruned_loss=0.08214, over 2459866.91 frames. utt_duration=1265 frames, utt_pad_proportion=0.05591, over 7787.88 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.308, pruned_loss=0.08007, over 2473329.63 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06085, over 17716.64 utterances.], batch size: 258, lr: 8.28e-04
2022-08-21 14:52:49,504 INFO [train.py:927] (4/8) Epoch 3, batch 11400, giga_loss[loss=0.2621, simple_loss=0.3191, pruned_loss=0.1026, over 12353.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02944, over 91.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3049, pruned_loss=0.07807, over 2472407.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.05737, over 15870.87 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3297, pruned_loss=0.08236, over 2459919.55 frames. utt_duration=1253 frames, utt_pad_proportion=0.05964, over 7860.02 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3038, pruned_loss=0.07833, over 2473330.71 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05663, over 16932.01 utterances.], batch size: 91, lr: 8.28e-04
2022-08-21 14:54:31,751 INFO [train.py:927] (4/8) Epoch 3, batch 11450, giga_loss[loss=0.2105, simple_loss=0.2771, pruned_loss=0.07192, over 12385.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04991, over 34.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3025, pruned_loss=0.07723, over 2472505.39 frames. utt_duration=644.7 frames, utt_pad_proportion=0.05275, over 15375.97 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3298, pruned_loss=0.08263, over 2460163.48 frames. utt_duration=1256 frames, utt_pad_proportion=0.05822, over 7845.43 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3008, pruned_loss=0.07705, over 2473384.19 frames. utt_duration=602.9 frames, utt_pad_proportion=0.05297, over 16450.79 utterances.], batch size: 34, lr: 8.28e-04
2022-08-21 14:56:13,696 INFO [train.py:927] (4/8) Epoch 3, batch 11500, giga_loss[loss=0.2211, simple_loss=0.2862, pruned_loss=0.07796, over 12395.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02414, over 48.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.2996, pruned_loss=0.07603, over 2471236.45 frames. utt_duration=675.2 frames, utt_pad_proportion=0.05039, over 14671.63 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3301, pruned_loss=0.08282, over 2460328.27 frames. utt_duration=1255 frames, utt_pad_proportion=0.05773, over 7851.27 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.2972, pruned_loss=0.07555, over 2472063.79 frames. utt_duration=631.9 frames, utt_pad_proportion=0.05086, over 15686.43 utterances.], batch size: 48, lr: 8.27e-04
2022-08-21 14:57:57,716 INFO [train.py:927] (4/8) Epoch 3, batch 11550, giga_loss[loss=0.2454, simple_loss=0.3201, pruned_loss=0.08531, over 12332.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03101, over 48.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3, pruned_loss=0.07679, over 2470806.60 frames. utt_duration=650.6 frames, utt_pad_proportion=0.05441, over 15226.69 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3294, pruned_loss=0.08264, over 2460380.38 frames. utt_duration=1258 frames, utt_pad_proportion=0.05699, over 7831.37 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.298, pruned_loss=0.07642, over 2471665.46 frames. utt_duration=611.3 frames, utt_pad_proportion=0.05478, over 16213.43 utterances.], batch size: 48, lr: 8.27e-04
2022-08-21 14:59:40,118 INFO [train.py:927] (4/8) Epoch 3, batch 11600, giga_loss[loss=0.2398, simple_loss=0.3132, pruned_loss=0.0832, over 12162.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04119, over 33.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3042, pruned_loss=0.07934, over 2471463.80 frames. utt_duration=637.4 frames, utt_pad_proportion=0.05578, over 15545.89 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3287, pruned_loss=0.0823, over 2460631.91 frames. utt_duration=1264 frames, utt_pad_proportion=0.05572, over 7797.89 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3025, pruned_loss=0.07921, over 2472227.20 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05655, over 16573.88 utterances.], batch size: 33, lr: 8.27e-04
2022-08-21 15:01:25,075 INFO [train.py:927] (4/8) Epoch 3, batch 11650, giga_loss[loss=0.2439, simple_loss=0.3236, pruned_loss=0.08211, over 12398.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03513, over 80.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3122, pruned_loss=0.08438, over 2472201.76 frames. utt_duration=609.4 frames, utt_pad_proportion=0.06034, over 16266.13 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.329, pruned_loss=0.08245, over 2460759.12 frames. utt_duration=1260 frames, utt_pad_proportion=0.05575, over 7823.95 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3103, pruned_loss=0.08414, over 2472896.16 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06076, over 17208.81 utterances.], batch size: 80, lr: 8.26e-04
2022-08-21 15:03:08,918 INFO [train.py:927] (4/8) Epoch 3, batch 11700, giga_loss[loss=0.2862, simple_loss=0.3534, pruned_loss=0.1095, over 12394.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07328, over 212.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3198, pruned_loss=0.08846, over 2473250.98 frames. utt_duration=545.9 frames, utt_pad_proportion=0.07349, over 18171.53 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3297, pruned_loss=0.08274, over 2461423.53 frames. utt_duration=1261 frames, utt_pad_proportion=0.0547, over 7817.20 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3173, pruned_loss=0.08812, over 2473532.53 frames. utt_duration=517.1 frames, utt_pad_proportion=0.07374, over 19188.35 utterances.], batch size: 212, lr: 8.26e-04
2022-08-21 15:04:50,838 INFO [train.py:927] (4/8) Epoch 3, batch 11750, libri_loss[loss=0.2913, simple_loss=0.3492, pruned_loss=0.1167, over 12248.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005355, over 34.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3248, pruned_loss=0.09116, over 2473749.35 frames. utt_duration=519.1 frames, utt_pad_proportion=0.0774, over 19118.19 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3298, pruned_loss=0.0829, over 2461879.47 frames. utt_duration=1253 frames, utt_pad_proportion=0.05761, over 7867.73 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3225, pruned_loss=0.09097, over 2473894.95 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07673, over 20192.78 utterances.], batch size: 34, lr: 8.26e-04
2022-08-21 15:06:34,107 INFO [train.py:927] (4/8) Epoch 3, batch 11800, libri_loss[loss=0.2486, simple_loss=0.3127, pruned_loss=0.09225, over 12403.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008189, over 30.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.322, pruned_loss=0.08784, over 2473814.78 frames. utt_duration=546.8 frames, utt_pad_proportion=0.07068, over 18145.51 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3298, pruned_loss=0.08302, over 2462071.71 frames. utt_duration=1255 frames, utt_pad_proportion=0.05696, over 7853.76 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3201, pruned_loss=0.08767, over 2473911.04 frames. utt_duration=518.2 frames, utt_pad_proportion=0.07077, over 19149.84 utterances.], batch size: 30, lr: 8.25e-04
2022-08-21 15:08:17,322 INFO [train.py:927] (4/8) Epoch 3, batch 11850, giga_loss[loss=0.2442, simple_loss=0.3194, pruned_loss=0.08456, over 12428.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03974, over 40.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3215, pruned_loss=0.0865, over 2473707.03 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06574, over 17627.54 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3292, pruned_loss=0.08277, over 2462130.98 frames. utt_duration=1258 frames, utt_pad_proportion=0.05652, over 7836.75 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3204, pruned_loss=0.08664, over 2473925.42 frames. utt_duration=533.2 frames, utt_pad_proportion=0.0663, over 18611.23 utterances.], batch size: 40, lr: 8.25e-04
2022-08-21 15:10:03,742 INFO [train.py:927] (4/8) Epoch 3, batch 11900, giga_loss[loss=0.2779, simple_loss=0.3413, pruned_loss=0.1073, over 12356.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03208, over 97.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3259, pruned_loss=0.08898, over 2472772.15 frames. utt_duration=558.8 frames, utt_pad_proportion=0.067, over 17747.13 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3299, pruned_loss=0.08271, over 2462218.82 frames. utt_duration=1260 frames, utt_pad_proportion=0.0557, over 7827.91 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3242, pruned_loss=0.08925, over 2473121.46 frames. utt_duration=529 frames, utt_pad_proportion=0.06777, over 18752.89 utterances.], batch size: 97, lr: 8.25e-04
2022-08-21 15:11:46,373 INFO [train.py:927] (4/8) Epoch 3, batch 11950, giga_loss[loss=0.2384, simple_loss=0.3155, pruned_loss=0.08067, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03151, over 58.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.327, pruned_loss=0.09031, over 2472178.64 frames. utt_duration=561.8 frames, utt_pad_proportion=0.0661, over 17648.86 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3291, pruned_loss=0.08276, over 2462027.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05518, over 7805.69 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3263, pruned_loss=0.09069, over 2472964.92 frames. utt_duration=528 frames, utt_pad_proportion=0.0671, over 18789.00 utterances.], batch size: 58, lr: 8.24e-04
2022-08-21 15:13:31,001 INFO [train.py:927] (4/8) Epoch 3, batch 12000, giga_loss[loss=0.2625, simple_loss=0.3434, pruned_loss=0.09079, over 12184.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03044, over 36.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3273, pruned_loss=0.09072, over 2472662.69 frames. utt_duration=586.4 frames, utt_pad_proportion=0.0636, over 16908.66 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3294, pruned_loss=0.08345, over 2462360.63 frames. utt_duration=1265 frames, utt_pad_proportion=0.0542, over 7795.81 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3264, pruned_loss=0.09055, over 2473203.29 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06503, over 18033.38 utterances.], batch size: 36, lr: 8.24e-04
2022-08-21 15:13:31,002 INFO [train.py:958] (4/8) Computing validation loss
2022-08-21 15:13:44,592 INFO [train.py:967] (4/8) Epoch 3, validation: loss=0.2108, simple_loss=0.3143, pruned_loss=0.05366, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 15:15:30,667 INFO [train.py:927] (4/8) Epoch 3, batch 12050, giga_loss[loss=0.2926, simple_loss=0.3591, pruned_loss=0.1131, over 12418.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04282, over 146.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3279, pruned_loss=0.09045, over 2473376.60 frames. utt_duration=601.4 frames, utt_pad_proportion=0.06298, over 16492.97 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3297, pruned_loss=0.08374, over 2462553.68 frames. utt_duration=1263 frames, utt_pad_proportion=0.05349, over 7805.86 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3269, pruned_loss=0.09018, over 2473818.27 frames. utt_duration=566 frames, utt_pad_proportion=0.06454, over 17530.46 utterances.], batch size: 146, lr: 8.24e-04
2022-08-21 15:17:13,711 INFO [train.py:927] (4/8) Epoch 3, batch 12100, giga_loss[loss=0.259, simple_loss=0.3273, pruned_loss=0.09531, over 12429.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03611, over 43.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3294, pruned_loss=0.0916, over 2473878.20 frames. utt_duration=603 frames, utt_pad_proportion=0.06131, over 16451.23 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.33, pruned_loss=0.08422, over 2462790.08 frames. utt_duration=1252 frames, utt_pad_proportion=0.05688, over 7879.16 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3284, pruned_loss=0.09116, over 2474281.08 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06154, over 17413.10 utterances.], batch size: 43, lr: 8.23e-04
2022-08-21 15:18:55,699 INFO [train.py:927] (4/8) Epoch 3, batch 12150, giga_loss[loss=0.206, simple_loss=0.2938, pruned_loss=0.05912, over 12193.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.03829, over 28.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3289, pruned_loss=0.09137, over 2472863.54 frames. utt_duration=610.7 frames, utt_pad_proportion=0.0608, over 16236.32 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3309, pruned_loss=0.08508, over 2463019.75 frames. utt_duration=1258 frames, utt_pad_proportion=0.0547, over 7842.96 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3271, pruned_loss=0.09056, over 2473434.64 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06197, over 17431.03 utterances.], batch size: 28, lr: 8.23e-04
2022-08-21 15:20:37,372 INFO [train.py:927] (4/8) Epoch 3, batch 12200, libri_loss[loss=0.2456, simple_loss=0.3377, pruned_loss=0.07671, over 12168.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007637, over 33.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3292, pruned_loss=0.09111, over 2472386.68 frames. utt_duration=639 frames, utt_pad_proportion=0.05797, over 15514.45 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3319, pruned_loss=0.08537, over 2463227.00 frames. utt_duration=1260 frames, utt_pad_proportion=0.05401, over 7829.11 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3269, pruned_loss=0.09032, over 2472840.47 frames. utt_duration=596.4 frames, utt_pad_proportion=0.05946, over 16626.83 utterances.], batch size: 33, lr: 8.23e-04
2022-08-21 15:22:22,385 INFO [train.py:927] (4/8) Epoch 3, batch 12250, giga_loss[loss=0.2271, simple_loss=0.3052, pruned_loss=0.0745, over 12188.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.03908, over 33.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3294, pruned_loss=0.09108, over 2472982.30 frames. utt_duration=631.8 frames, utt_pad_proportion=0.0573, over 15693.82 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3323, pruned_loss=0.08585, over 2463532.55 frames. utt_duration=1249 frames, utt_pad_proportion=0.05799, over 7898.36 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3271, pruned_loss=0.09008, over 2473186.05 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05676, over 16619.67 utterances.], batch size: 33, lr: 8.22e-04
2022-08-21 15:24:05,439 INFO [train.py:927] (4/8) Epoch 3, batch 12300, giga_loss[loss=0.2583, simple_loss=0.3243, pruned_loss=0.0961, over 12364.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03047, over 58.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3294, pruned_loss=0.09124, over 2472901.76 frames. utt_duration=632.2 frames, utt_pad_proportion=0.0623, over 15682.87 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3327, pruned_loss=0.08664, over 2463740.45 frames. utt_duration=1236 frames, utt_pad_proportion=0.06132, over 7980.59 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3272, pruned_loss=0.08989, over 2473184.79 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06011, over 16591.13 utterances.], batch size: 58, lr: 8.22e-04
2022-08-21 15:25:48,372 INFO [train.py:927] (4/8) Epoch 3, batch 12350, giga_loss[loss=0.2228, simple_loss=0.2997, pruned_loss=0.07297, over 12452.00 frames. utt_duration=804.7 frames, utt_pad_proportion=0.02578, over 62.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3278, pruned_loss=0.09069, over 2473242.69 frames. utt_duration=611.9 frames, utt_pad_proportion=0.06161, over 16206.44 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3324, pruned_loss=0.08684, over 2464096.73 frames. utt_duration=1242 frames, utt_pad_proportion=0.05972, over 7947.77 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3261, pruned_loss=0.08958, over 2473461.28 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06063, over 17217.60 utterances.], batch size: 62, lr: 8.22e-04
2022-08-21 15:27:30,167 INFO [train.py:927] (4/8) Epoch 3, batch 12400, giga_loss[loss=0.2319, simple_loss=0.3082, pruned_loss=0.07783, over 12279.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02927, over 45.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3258, pruned_loss=0.09037, over 2473083.57 frames. utt_duration=638.1 frames, utt_pad_proportion=0.0598, over 15540.10 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3326, pruned_loss=0.08777, over 2464646.42 frames. utt_duration=1238 frames, utt_pad_proportion=0.06167, over 7972.83 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.324, pruned_loss=0.08874, over 2473095.73 frames. utt_duration=595.4 frames, utt_pad_proportion=0.0581, over 16657.59 utterances.], batch size: 45, lr: 8.22e-04
2022-08-21 15:29:12,337 INFO [train.py:927] (4/8) Epoch 3, batch 12450, giga_loss[loss=0.2079, simple_loss=0.2908, pruned_loss=0.06246, over 12132.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.04632, over 28.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3229, pruned_loss=0.0889, over 2471198.18 frames. utt_duration=643 frames, utt_pad_proportion=0.06266, over 15408.07 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3327, pruned_loss=0.08804, over 2464505.84 frames. utt_duration=1241 frames, utt_pad_proportion=0.06099, over 7950.38 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3212, pruned_loss=0.08737, over 2471441.81 frames. utt_duration=603.6 frames, utt_pad_proportion=0.06147, over 16418.48 utterances.], batch size: 28, lr: 8.21e-04
2022-08-21 15:30:55,474 INFO [train.py:927] (4/8) Epoch 3, batch 12500, giga_loss[loss=0.2061, simple_loss=0.2881, pruned_loss=0.06206, over 12430.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03328, over 75.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3204, pruned_loss=0.08817, over 2471751.73 frames. utt_duration=608.9 frames, utt_pad_proportion=0.06649, over 16278.52 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3335, pruned_loss=0.08875, over 2464445.84 frames. utt_duration=1233 frames, utt_pad_proportion=0.06423, over 8007.43 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3182, pruned_loss=0.08635, over 2472094.21 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06418, over 17131.35 utterances.], batch size: 75, lr: 8.21e-04
2022-08-21 15:32:37,951 INFO [train.py:927] (4/8) Epoch 3, batch 12550, giga_loss[loss=0.2508, simple_loss=0.3147, pruned_loss=0.09343, over 12344.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03315, over 58.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3182, pruned_loss=0.08712, over 2472066.06 frames. utt_duration=609.1 frames, utt_pad_proportion=0.06337, over 16274.15 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3348, pruned_loss=0.0896, over 2464311.03 frames. utt_duration=1237 frames, utt_pad_proportion=0.06316, over 7978.81 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3149, pruned_loss=0.08486, over 2472658.24 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06216, over 17210.24 utterances.], batch size: 58, lr: 8.21e-04
2022-08-21 15:34:21,616 INFO [train.py:927] (4/8) Epoch 3, batch 12600, giga_loss[loss=0.2462, simple_loss=0.3141, pruned_loss=0.08917, over 12249.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03179, over 45.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3194, pruned_loss=0.08799, over 2471696.35 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06865, over 16677.09 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3355, pruned_loss=0.09053, over 2464272.13 frames. utt_duration=1227 frames, utt_pad_proportion=0.06673, over 8040.52 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3157, pruned_loss=0.08529, over 2472450.09 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06611, over 17664.00 utterances.], batch size: 45, lr: 8.20e-04
2022-08-21 15:36:03,458 INFO [train.py:927] (4/8) Epoch 3, batch 12650, giga_loss[loss=0.295, simple_loss=0.3586, pruned_loss=0.1157, over 12417.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06807, over 212.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3204, pruned_loss=0.08718, over 2472454.61 frames. utt_duration=574.9 frames, utt_pad_proportion=0.06594, over 17248.37 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3355, pruned_loss=0.09067, over 2464417.75 frames. utt_duration=1226 frames, utt_pad_proportion=0.06638, over 8052.08 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3173, pruned_loss=0.08489, over 2472983.77 frames. utt_duration=548 frames, utt_pad_proportion=0.06426, over 18099.65 utterances.], batch size: 212, lr: 8.20e-04
2022-08-21 15:37:43,872 INFO [train.py:927] (4/8) Epoch 3, batch 12700, giga_loss[loss=0.2377, simple_loss=0.318, pruned_loss=0.07868, over 12353.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03609, over 132.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3196, pruned_loss=0.08587, over 2473118.82 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06586, over 18079.51 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3352, pruned_loss=0.09081, over 2464459.69 frames. utt_duration=1226 frames, utt_pad_proportion=0.06592, over 8050.73 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3171, pruned_loss=0.08385, over 2473687.93 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06473, over 18952.22 utterances.], batch size: 132, lr: 8.20e-04
2022-08-21 15:39:24,450 INFO [train.py:927] (4/8) Epoch 3, batch 12750, giga_loss[loss=0.2584, simple_loss=0.3321, pruned_loss=0.09234, over 12425.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03915, over 123.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3188, pruned_loss=0.08522, over 2472529.99 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06582, over 18110.67 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.335, pruned_loss=0.09081, over 2464350.69 frames. utt_duration=1230 frames, utt_pad_proportion=0.06523, over 8027.06 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3167, pruned_loss=0.08356, over 2473220.30 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06518, over 18962.11 utterances.], batch size: 123, lr: 8.19e-04
2022-08-21 15:41:06,291 INFO [train.py:927] (4/8) Epoch 3, batch 12800, giga_loss[loss=0.2421, simple_loss=0.3222, pruned_loss=0.08102, over 12335.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03472, over 62.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3204, pruned_loss=0.08646, over 2473298.54 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06655, over 18181.68 utterances.], libri_tot_loss[loss=0.2592, simple_loss=0.3351, pruned_loss=0.09168, over 2464690.13 frames. utt_duration=1237 frames, utt_pad_proportion=0.06345, over 7978.75 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3182, pruned_loss=0.08422, over 2473854.25 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06674, over 19288.68 utterances.], batch size: 62, lr: 8.19e-04
2022-08-21 15:42:47,202 INFO [train.py:927] (4/8) Epoch 3, batch 12850, giga_loss[loss=0.2686, simple_loss=0.3436, pruned_loss=0.09686, over 12372.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04203, over 133.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3233, pruned_loss=0.0881, over 2473132.25 frames. utt_duration=555 frames, utt_pad_proportion=0.06314, over 17872.25 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3353, pruned_loss=0.09231, over 2464610.81 frames. utt_duration=1241 frames, utt_pad_proportion=0.062, over 7950.77 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3209, pruned_loss=0.08558, over 2473924.68 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06406, over 19114.61 utterances.], batch size: 133, lr: 8.19e-04
2022-08-21 15:44:29,488 INFO [train.py:927] (4/8) Epoch 3, batch 12900, giga_loss[loss=0.2413, simple_loss=0.319, pruned_loss=0.08175, over 12426.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03781, over 133.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3248, pruned_loss=0.08889, over 2472844.68 frames. utt_duration=573.9 frames, utt_pad_proportion=0.05877, over 17279.98 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3361, pruned_loss=0.09302, over 2464729.51 frames. utt_duration=1242 frames, utt_pad_proportion=0.0606, over 7948.51 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3218, pruned_loss=0.08612, over 2473638.67 frames. utt_duration=534 frames, utt_pad_proportion=0.06035, over 18581.13 utterances.], batch size: 133, lr: 8.18e-04
2022-08-21 15:46:13,560 INFO [train.py:927] (4/8) Epoch 3, batch 12950, giga_loss[loss=0.224, simple_loss=0.307, pruned_loss=0.07052, over 12471.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02953, over 55.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3254, pruned_loss=0.08964, over 2472725.60 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06167, over 17548.49 utterances.], libri_tot_loss[loss=0.2615, simple_loss=0.3365, pruned_loss=0.09325, over 2464999.84 frames. utt_duration=1244 frames, utt_pad_proportion=0.05994, over 7933.33 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3226, pruned_loss=0.0872, over 2473213.14 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06299, over 18723.02 utterances.], batch size: 55, lr: 8.18e-04
2022-08-21 15:47:52,964 INFO [train.py:927] (4/8) Epoch 3, batch 13000, giga_loss[loss=0.1863, simple_loss=0.2694, pruned_loss=0.05156, over 12290.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.04927, over 26.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3254, pruned_loss=0.08994, over 2472709.27 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06336, over 17449.37 utterances.], libri_tot_loss[loss=0.2634, simple_loss=0.3383, pruned_loss=0.09429, over 2464889.63 frames. utt_duration=1234 frames, utt_pad_proportion=0.06349, over 7998.63 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3212, pruned_loss=0.08694, over 2473383.16 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06284, over 18582.79 utterances.], batch size: 26, lr: 8.18e-04
2022-08-21 15:49:34,525 INFO [train.py:927] (4/8) Epoch 3, batch 13050, giga_loss[loss=0.2516, simple_loss=0.3401, pruned_loss=0.08153, over 12414.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05482, over 162.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3238, pruned_loss=0.08841, over 2472763.84 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06176, over 17887.63 utterances.], libri_tot_loss[loss=0.2635, simple_loss=0.3382, pruned_loss=0.09438, over 2464879.56 frames. utt_duration=1223 frames, utt_pad_proportion=0.06756, over 8073.81 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3204, pruned_loss=0.08592, over 2473411.74 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06003, over 18842.34 utterances.], batch size: 162, lr: 8.18e-04
2022-08-21 15:51:14,386 INFO [train.py:927] (4/8) Epoch 3, batch 13100, giga_loss[loss=0.2265, simple_loss=0.3098, pruned_loss=0.07163, over 12315.00 frames. utt_duration=747.7 frames, utt_pad_proportion=0.03019, over 66.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3232, pruned_loss=0.08676, over 2473417.68 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06002, over 17852.54 utterances.], libri_tot_loss[loss=0.263, simple_loss=0.3375, pruned_loss=0.09428, over 2464997.70 frames. utt_duration=1228 frames, utt_pad_proportion=0.0664, over 8041.23 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3208, pruned_loss=0.08471, over 2474014.56 frames. utt_duration=526.3 frames, utt_pad_proportion=0.05912, over 18858.48 utterances.], batch size: 66, lr: 8.17e-04
2022-08-21 15:52:54,557 INFO [train.py:927] (4/8) Epoch 3, batch 13150, giga_loss[loss=0.2727, simple_loss=0.3429, pruned_loss=0.1013, over 12397.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.063, over 183.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3221, pruned_loss=0.08685, over 2473558.26 frames. utt_duration=549.1 frames, utt_pad_proportion=0.05946, over 18068.19 utterances.], libri_tot_loss[loss=0.2633, simple_loss=0.3375, pruned_loss=0.09451, over 2465130.75 frames. utt_duration=1232 frames, utt_pad_proportion=0.06521, over 8015.60 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3198, pruned_loss=0.08483, over 2474106.95 frames. utt_duration=519.2 frames, utt_pad_proportion=0.05916, over 19114.84 utterances.], batch size: 183, lr: 8.17e-04
2022-08-21 15:54:35,093 INFO [train.py:927] (4/8) Epoch 3, batch 13200, giga_loss[loss=0.2118, simple_loss=0.2846, pruned_loss=0.06954, over 12412.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03254, over 80.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3197, pruned_loss=0.08646, over 2473734.45 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05826, over 18049.38 utterances.], libri_tot_loss[loss=0.2632, simple_loss=0.3374, pruned_loss=0.09455, over 2465096.86 frames. utt_duration=1237 frames, utt_pad_proportion=0.0643, over 7982.56 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3178, pruned_loss=0.08469, over 2474339.72 frames. utt_duration=519.9 frames, utt_pad_proportion=0.05838, over 19092.47 utterances.], batch size: 80, lr: 8.17e-04
2022-08-21 15:56:22,046 INFO [train.py:927] (4/8) Epoch 3, batch 13250, libri_loss[loss=0.2912, simple_loss=0.3739, pruned_loss=0.1043, over 12340.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005594, over 33.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3194, pruned_loss=0.08707, over 2474642.98 frames. utt_duration=539.8 frames, utt_pad_proportion=0.05866, over 18389.79 utterances.], libri_tot_loss[loss=0.2637, simple_loss=0.3377, pruned_loss=0.09486, over 2465519.83 frames. utt_duration=1238 frames, utt_pad_proportion=0.06365, over 7975.31 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3171, pruned_loss=0.08517, over 2475001.29 frames. utt_duration=508.7 frames, utt_pad_proportion=0.05891, over 19520.56 utterances.], batch size: 33, lr: 8.16e-04
2022-08-21 15:58:02,146 INFO [train.py:927] (4/8) Epoch 3, batch 13300, giga_loss[loss=0.2265, simple_loss=0.2991, pruned_loss=0.0769, over 12425.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03294, over 80.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3153, pruned_loss=0.08499, over 2475360.80 frames. utt_duration=536.5 frames, utt_pad_proportion=0.0583, over 18507.69 utterances.], libri_tot_loss[loss=0.2643, simple_loss=0.3382, pruned_loss=0.09523, over 2465817.93 frames. utt_duration=1239 frames, utt_pad_proportion=0.06313, over 7968.57 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3128, pruned_loss=0.08308, over 2475454.41 frames. utt_duration=509.3 frames, utt_pad_proportion=0.05869, over 19499.24 utterances.], batch size: 80, lr: 8.16e-04
2022-08-21 15:59:43,716 INFO [train.py:927] (4/8) Epoch 3, batch 13350, giga_loss[loss=0.1881, simple_loss=0.2637, pruned_loss=0.05618, over 12407.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03283, over 80.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3131, pruned_loss=0.08407, over 2475189.44 frames. utt_duration=557 frames, utt_pad_proportion=0.05726, over 17823.00 utterances.], libri_tot_loss[loss=0.2646, simple_loss=0.3382, pruned_loss=0.09554, over 2466047.41 frames. utt_duration=1244 frames, utt_pad_proportion=0.06132, over 7940.21 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3103, pruned_loss=0.08186, over 2475407.70 frames. utt_duration=522.2 frames, utt_pad_proportion=0.05826, over 19014.80 utterances.], batch size: 80, lr: 8.16e-04
2022-08-21 16:01:24,880 INFO [train.py:927] (4/8) Epoch 3, batch 13400, giga_loss[loss=0.2347, simple_loss=0.3089, pruned_loss=0.08025, over 12443.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03125, over 80.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3152, pruned_loss=0.08514, over 2475230.16 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05859, over 17610.68 utterances.], libri_tot_loss[loss=0.2651, simple_loss=0.338, pruned_loss=0.09606, over 2466200.56 frames. utt_duration=1246 frames, utt_pad_proportion=0.06026, over 7928.17 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3121, pruned_loss=0.08247, over 2475588.04 frames. utt_duration=523.8 frames, utt_pad_proportion=0.05975, over 18958.80 utterances.], batch size: 80, lr: 8.15e-04
2022-08-21 16:03:08,292 INFO [train.py:927] (4/8) Epoch 3, batch 13450, giga_loss[loss=0.2372, simple_loss=0.311, pruned_loss=0.08168, over 12387.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04824, over 31.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3172, pruned_loss=0.08593, over 2475251.70 frames. utt_duration=571.7 frames, utt_pad_proportion=0.0587, over 17362.62 utterances.], libri_tot_loss[loss=0.2651, simple_loss=0.3379, pruned_loss=0.09614, over 2465850.42 frames. utt_duration=1249 frames, utt_pad_proportion=0.0596, over 7907.33 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3145, pruned_loss=0.0836, over 2475955.11 frames. utt_duration=534.9 frames, utt_pad_proportion=0.05984, over 18565.32 utterances.], batch size: 31, lr: 8.15e-04
2022-08-21 16:04:52,097 INFO [train.py:927] (4/8) Epoch 3, batch 13500, giga_loss[loss=0.3061, simple_loss=0.3728, pruned_loss=0.1197, over 12180.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03278, over 39.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3226, pruned_loss=0.08877, over 2474432.56 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06322, over 17516.26 utterances.], libri_tot_loss[loss=0.2661, simple_loss=0.3392, pruned_loss=0.09651, over 2465911.06 frames. utt_duration=1240 frames, utt_pad_proportion=0.06381, over 7966.95 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3192, pruned_loss=0.0865, over 2475051.27 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06241, over 18540.28 utterances.], batch size: 39, lr: 8.15e-04
2022-08-21 16:06:39,127 INFO [train.py:927] (4/8) Epoch 3, batch 13550, giga_loss[loss=0.3042, simple_loss=0.373, pruned_loss=0.1178, over 12370.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03871, over 113.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3333, pruned_loss=0.09564, over 2474719.44 frames. utt_duration=541.4 frames, utt_pad_proportion=0.07005, over 18332.71 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3437, pruned_loss=0.09857, over 2465900.54 frames. utt_duration=1244 frames, utt_pad_proportion=0.06285, over 7940.78 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3265, pruned_loss=0.09196, over 2475374.32 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06941, over 19337.94 utterances.], batch size: 113, lr: 8.14e-04
2022-08-21 16:08:23,807 INFO [train.py:927] (4/8) Epoch 3, batch 13600, giga_loss[loss=0.2903, simple_loss=0.3442, pruned_loss=0.1182, over 12196.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03431, over 42.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.34, pruned_loss=0.1019, over 2474663.83 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06933, over 18948.70 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.344, pruned_loss=0.09947, over 2466451.84 frames. utt_duration=1235 frames, utt_pad_proportion=0.06554, over 7999.37 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3342, pruned_loss=0.09821, over 2474901.68 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06807, over 19931.99 utterances.], batch size: 42, lr: 8.14e-04
2022-08-21 16:10:10,266 INFO [train.py:927] (4/8) Epoch 3, batch 13650, giga_loss[loss=0.2653, simple_loss=0.3403, pruned_loss=0.09516, over 12386.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03081, over 62.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3466, pruned_loss=0.1073, over 2474748.30 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06707, over 19367.41 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3437, pruned_loss=0.09933, over 2466136.11 frames. utt_duration=1237 frames, utt_pad_proportion=0.06506, over 7985.41 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3422, pruned_loss=0.1045, over 2475258.54 frames. utt_duration=490.7 frames, utt_pad_proportion=0.06635, over 20239.67 utterances.], batch size: 62, lr: 8.14e-04
2022-08-21 16:11:56,586 INFO [train.py:927] (4/8) Epoch 3, batch 13700, giga_loss[loss=0.3076, simple_loss=0.3604, pruned_loss=0.1274, over 12416.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03491, over 113.00 utterances.], tot_loss[loss=0.2882, simple_loss=0.3512, pruned_loss=0.1126, over 2475055.72 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07521, over 20479.05 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3435, pruned_loss=0.0995, over 2466281.18 frames. utt_duration=1241 frames, utt_pad_proportion=0.06353, over 7961.14 utterances.], giga_tot_loss[loss=0.2845, simple_loss=0.348, pruned_loss=0.1105, over 2475592.21 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07488, over 21568.93 utterances.], batch size: 113, lr: 8.14e-04
2022-08-21 16:13:47,529 INFO [train.py:927] (4/8) Epoch 3, batch 13750, giga_loss[loss=0.3147, simple_loss=0.3695, pruned_loss=0.13, over 12369.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03329, over 122.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3581, pruned_loss=0.1198, over 2474142.15 frames. utt_duration=434.2 frames, utt_pad_proportion=0.09187, over 22870.48 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3435, pruned_loss=0.09951, over 2466388.78 frames. utt_duration=1240 frames, utt_pad_proportion=0.0633, over 7964.33 utterances.], giga_tot_loss[loss=0.296, simple_loss=0.3556, pruned_loss=0.1182, over 2474503.84 frames. utt_duration=417.8 frames, utt_pad_proportion=0.0911, over 23776.94 utterances.], batch size: 122, lr: 8.13e-04
2022-08-21 16:15:38,064 INFO [train.py:927] (4/8) Epoch 3, batch 13800, giga_loss[loss=0.2764, simple_loss=0.3419, pruned_loss=0.1054, over 12406.00 frames. utt_duration=474 frames, utt_pad_proportion=0.04041, over 105.00 utterances.], tot_loss[loss=0.3019, simple_loss=0.3598, pruned_loss=0.122, over 2474403.83 frames. utt_duration=426.6 frames, utt_pad_proportion=0.09237, over 23282.95 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3443, pruned_loss=0.09989, over 2467180.89 frames. utt_duration=1245 frames, utt_pad_proportion=0.06153, over 7938.98 utterances.], giga_tot_loss[loss=0.2999, simple_loss=0.3576, pruned_loss=0.1211, over 2474244.81 frames. utt_duration=405.8 frames, utt_pad_proportion=0.09246, over 24476.71 utterances.], batch size: 105, lr: 8.13e-04
2022-08-21 16:17:22,250 INFO [train.py:927] (4/8) Epoch 3, batch 13850, giga_loss[loss=0.3614, simple_loss=0.385, pruned_loss=0.1689, over 12363.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2013, over 368.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3604, pruned_loss=0.1227, over 2474688.99 frames. utt_duration=423.1 frames, utt_pad_proportion=0.09092, over 23478.10 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3443, pruned_loss=0.1002, over 2467268.15 frames. utt_duration=1245 frames, utt_pad_proportion=0.06062, over 7935.21 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3589, pruned_loss=0.1221, over 2474626.51 frames. utt_duration=402 frames, utt_pad_proportion=0.09149, over 24711.56 utterances.], batch size: 368, lr: 8.13e-04
2022-08-21 16:19:05,638 INFO [train.py:927] (4/8) Epoch 3, batch 13900, libri_loss[loss=0.3069, simple_loss=0.3609, pruned_loss=0.1264, over 12265.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.009238, over 37.00 utterances.], tot_loss[loss=0.3036, simple_loss=0.3614, pruned_loss=0.1229, over 2473879.90 frames. utt_duration=428.3 frames, utt_pad_proportion=0.08814, over 23184.00 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3442, pruned_loss=0.1004, over 2466397.54 frames. utt_duration=1251 frames, utt_pad_proportion=0.0594, over 7894.76 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.3608, pruned_loss=0.1228, over 2474801.20 frames. utt_duration=403.4 frames, utt_pad_proportion=0.0893, over 24629.05 utterances.], batch size: 37, lr: 8.12e-04
2022-08-21 16:20:55,769 INFO [train.py:927] (4/8) Epoch 3, batch 13950, giga_loss[loss=0.2815, simple_loss=0.3464, pruned_loss=0.1083, over 12332.00 frames. utt_duration=749 frames, utt_pad_proportion=0.03105, over 66.00 utterances.], tot_loss[loss=0.2996, simple_loss=0.3592, pruned_loss=0.12, over 2474086.12 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08563, over 23469.13 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3443, pruned_loss=0.1005, over 2465961.73 frames. utt_duration=1255 frames, utt_pad_proportion=0.05852, over 7869.06 utterances.], giga_tot_loss[loss=0.2996, simple_loss=0.3589, pruned_loss=0.1202, over 2475345.11 frames. utt_duration=398.8 frames, utt_pad_proportion=0.08708, over 24917.89 utterances.], batch size: 66, lr: 8.12e-04
2022-08-21 16:22:42,464 INFO [train.py:927] (4/8) Epoch 3, batch 14000, giga_loss[loss=0.2379, simple_loss=0.3157, pruned_loss=0.08003, over 12322.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02836, over 74.00 utterances.], tot_loss[loss=0.2962, simple_loss=0.3574, pruned_loss=0.1176, over 2473827.29 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08331, over 23244.18 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.344, pruned_loss=0.1005, over 2465984.15 frames. utt_duration=1259 frames, utt_pad_proportion=0.0579, over 7846.12 utterances.], giga_tot_loss[loss=0.2968, simple_loss=0.3577, pruned_loss=0.118, over 2474915.52 frames. utt_duration=403.4 frames, utt_pad_proportion=0.08488, over 24632.69 utterances.], batch size: 74, lr: 8.12e-04
2022-08-21 16:24:28,326 INFO [train.py:927] (4/8) Epoch 3, batch 14050, giga_loss[loss=0.2462, simple_loss=0.3228, pruned_loss=0.08482, over 12374.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.0241, over 66.00 utterances.], tot_loss[loss=0.2894, simple_loss=0.3519, pruned_loss=0.1135, over 2474085.76 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07899, over 22142.98 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3424, pruned_loss=0.09999, over 2465775.09 frames. utt_duration=1264 frames, utt_pad_proportion=0.05698, over 7809.86 utterances.], giga_tot_loss[loss=0.2919, simple_loss=0.354, pruned_loss=0.1149, over 2475480.28 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08111, over 23911.99 utterances.], batch size: 66, lr: 8.11e-04
2022-08-21 16:26:16,002 INFO [train.py:927] (4/8) Epoch 3, batch 14100, giga_loss[loss=0.2392, simple_loss=0.3208, pruned_loss=0.07884, over 12375.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02517, over 66.00 utterances.], tot_loss[loss=0.2885, simple_loss=0.3514, pruned_loss=0.1128, over 2474022.74 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07569, over 22104.30 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3425, pruned_loss=0.1002, over 2465924.12 frames. utt_duration=1263 frames, utt_pad_proportion=0.05662, over 7820.69 utterances.], giga_tot_loss[loss=0.2905, simple_loss=0.3531, pruned_loss=0.114, over 2475102.05 frames. utt_duration=419.6 frames, utt_pad_proportion=0.0778, over 23676.87 utterances.], batch size: 66, lr: 8.11e-04
2022-08-21 16:28:08,978 INFO [train.py:927] (4/8) Epoch 3, batch 14150, giga_loss[loss=0.2819, simple_loss=0.3626, pruned_loss=0.1006, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03189, over 75.00 utterances.], tot_loss[loss=0.2855, simple_loss=0.3499, pruned_loss=0.1106, over 2473694.38 frames. utt_duration=442.7 frames, utt_pad_proportion=0.08192, over 22425.51 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3423, pruned_loss=0.1002, over 2465705.40 frames. utt_duration=1262 frames, utt_pad_proportion=0.05657, over 7824.13 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3516, pruned_loss=0.1117, over 2474884.09 frames. utt_duration=415.5 frames, utt_pad_proportion=0.08331, over 23910.27 utterances.], batch size: 75, lr: 8.11e-04
2022-08-21 16:29:53,998 INFO [train.py:927] (4/8) Epoch 3, batch 14200, giga_loss[loss=0.2762, simple_loss=0.3343, pruned_loss=0.109, over 12345.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3508, pruned_loss=0.1106, over 2474149.00 frames. utt_duration=436.3 frames, utt_pad_proportion=0.08903, over 22755.64 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3421, pruned_loss=0.1003, over 2465852.68 frames. utt_duration=1250 frames, utt_pad_proportion=0.05966, over 7897.99 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3525, pruned_loss=0.1116, over 2475177.61 frames. utt_duration=409.5 frames, utt_pad_proportion=0.08911, over 24260.70 utterances.], batch size: 368, lr: 8.10e-04
2022-08-21 16:31:42,814 INFO [train.py:927] (4/8) Epoch 3, batch 14250, giga_loss[loss=0.2651, simple_loss=0.337, pruned_loss=0.09657, over 12381.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02612, over 48.00 utterances.], tot_loss[loss=0.2856, simple_loss=0.3504, pruned_loss=0.1104, over 2474213.62 frames. utt_duration=451.2 frames, utt_pad_proportion=0.08662, over 22005.31 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3422, pruned_loss=0.1008, over 2465838.79 frames. utt_duration=1239 frames, utt_pad_proportion=0.06284, over 7970.28 utterances.], giga_tot_loss[loss=0.2872, simple_loss=0.352, pruned_loss=0.1112, over 2475337.12 frames. utt_duration=420.7 frames, utt_pad_proportion=0.08634, over 23616.25 utterances.], batch size: 48, lr: 8.10e-04
2022-08-21 16:33:28,516 INFO [train.py:927] (4/8) Epoch 3, batch 14300, giga_loss[loss=0.2313, simple_loss=0.3096, pruned_loss=0.07654, over 12120.00 frames. utt_duration=1733 frames, utt_pad_proportion=0.04274, over 28.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3466, pruned_loss=0.1094, over 2473919.04 frames. utt_duration=450.7 frames, utt_pad_proportion=0.08552, over 22024.88 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3416, pruned_loss=0.1008, over 2465674.35 frames. utt_duration=1242 frames, utt_pad_proportion=0.06231, over 7948.99 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3485, pruned_loss=0.1102, over 2475129.93 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08566, over 23580.54 utterances.], batch size: 28, lr: 8.10e-04
2022-08-21 16:35:16,904 INFO [train.py:927] (4/8) Epoch 3, batch 14350, giga_loss[loss=0.2533, simple_loss=0.3337, pruned_loss=0.08642, over 12342.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03409, over 104.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3453, pruned_loss=0.1074, over 2473937.92 frames. utt_duration=467.8 frames, utt_pad_proportion=0.08241, over 21218.27 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3413, pruned_loss=0.1008, over 2465718.50 frames. utt_duration=1248 frames, utt_pad_proportion=0.06148, over 7911.32 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3472, pruned_loss=0.1082, over 2475002.01 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08308, over 22735.56 utterances.], batch size: 104, lr: 8.10e-04
2022-08-21 16:37:03,060 INFO [train.py:927] (4/8) Epoch 3, batch 14400, giga_loss[loss=0.2578, simple_loss=0.3349, pruned_loss=0.09039, over 12408.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04, over 105.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3445, pruned_loss=0.1061, over 2474695.96 frames. utt_duration=472 frames, utt_pad_proportion=0.08057, over 21036.60 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3409, pruned_loss=0.1006, over 2465689.86 frames. utt_duration=1250 frames, utt_pad_proportion=0.06078, over 7902.61 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3465, pruned_loss=0.107, over 2475840.25 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08164, over 22674.02 utterances.], batch size: 105, lr: 8.09e-04
2022-08-21 16:38:48,995 INFO [train.py:927] (4/8) Epoch 3, batch 14450, giga_loss[loss=0.242, simple_loss=0.32, pruned_loss=0.08202, over 12361.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02901, over 91.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.343, pruned_loss=0.1056, over 2474571.79 frames. utt_duration=489.2 frames, utt_pad_proportion=0.0763, over 20292.25 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3408, pruned_loss=0.1007, over 2466280.40 frames. utt_duration=1250 frames, utt_pad_proportion=0.05937, over 7901.20 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3449, pruned_loss=0.1066, over 2475447.16 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07835, over 22255.45 utterances.], batch size: 91, lr: 8.09e-04
2022-08-21 16:40:33,492 INFO [train.py:927] (4/8) Epoch 3, batch 14500, libri_loss[loss=0.2411, simple_loss=0.2932, pruned_loss=0.0945, over 12461.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008958, over 29.00 utterances.], tot_loss[loss=0.277, simple_loss=0.3423, pruned_loss=0.1058, over 2474308.12 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07514, over 20274.25 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3405, pruned_loss=0.1006, over 2466461.01 frames. utt_duration=1253 frames, utt_pad_proportion=0.05862, over 7883.17 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3442, pruned_loss=0.1068, over 2474987.76 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07723, over 22093.37 utterances.], batch size: 29, lr: 8.09e-04
2022-08-21 16:42:18,065 INFO [train.py:927] (4/8) Epoch 3, batch 14550, giga_loss[loss=0.2468, simple_loss=0.3108, pruned_loss=0.09142, over 12400.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02883, over 58.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3418, pruned_loss=0.106, over 2474516.08 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07248, over 20320.36 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3407, pruned_loss=0.1007, over 2466805.13 frames. utt_duration=1254 frames, utt_pad_proportion=0.05768, over 7876.54 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3431, pruned_loss=0.1068, over 2474892.40 frames. utt_duration=451.7 frames, utt_pad_proportion=0.0747, over 21985.47 utterances.], batch size: 58, lr: 8.08e-04
2022-08-21 16:44:03,518 INFO [train.py:927] (4/8) Epoch 3, batch 14600, giga_loss[loss=0.3046, simple_loss=0.3579, pruned_loss=0.1256, over 12371.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.0527, over 161.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3405, pruned_loss=0.105, over 2473920.97 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07141, over 19669.33 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3402, pruned_loss=0.1008, over 2466796.46 frames. utt_duration=1247 frames, utt_pad_proportion=0.06142, over 7922.94 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3421, pruned_loss=0.1057, over 2474435.91 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07224, over 21292.07 utterances.], batch size: 161, lr: 8.08e-04
2022-08-21 16:45:47,092 INFO [train.py:927] (4/8) Epoch 3, batch 14650, giga_loss[loss=0.2773, simple_loss=0.3461, pruned_loss=0.1042, over 12432.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03746, over 133.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3415, pruned_loss=0.1054, over 2473862.20 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06964, over 19715.57 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3396, pruned_loss=0.1009, over 2466976.01 frames. utt_duration=1253 frames, utt_pad_proportion=0.05998, over 7884.06 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3433, pruned_loss=0.106, over 2474324.60 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07098, over 21406.23 utterances.], batch size: 133, lr: 8.08e-04
2022-08-21 16:47:34,267 INFO [train.py:927] (4/8) Epoch 3, batch 14700, giga_loss[loss=0.3068, simple_loss=0.3642, pruned_loss=0.1247, over 12431.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03095, over 80.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3409, pruned_loss=0.1048, over 2474059.15 frames. utt_duration=502.4 frames, utt_pad_proportion=0.07339, over 19753.68 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3393, pruned_loss=0.1007, over 2467078.44 frames. utt_duration=1258 frames, utt_pad_proportion=0.05908, over 7853.21 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3427, pruned_loss=0.1055, over 2474490.03 frames. utt_duration=464 frames, utt_pad_proportion=0.07455, over 21397.18 utterances.], batch size: 80, lr: 8.08e-04
2022-08-21 16:49:19,377 INFO [train.py:927] (4/8) Epoch 3, batch 14750, giga_loss[loss=0.2432, simple_loss=0.3127, pruned_loss=0.08684, over 12332.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.0338, over 58.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3421, pruned_loss=0.1058, over 2474122.05 frames. utt_duration=503 frames, utt_pad_proportion=0.06805, over 19732.02 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3391, pruned_loss=0.1006, over 2467227.21 frames. utt_duration=1257 frames, utt_pad_proportion=0.05907, over 7860.22 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3438, pruned_loss=0.1066, over 2474414.98 frames. utt_duration=468.7 frames, utt_pad_proportion=0.0694, over 21182.01 utterances.], batch size: 58, lr: 8.07e-04
2022-08-21 16:51:03,496 INFO [train.py:927] (4/8) Epoch 3, batch 14800, giga_loss[loss=0.4399, simple_loss=0.4553, pruned_loss=0.2122, over 12379.00 frames. utt_duration=190.5 frames, utt_pad_proportion=0.118, over 262.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3436, pruned_loss=0.1084, over 2474043.88 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06442, over 19057.98 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.339, pruned_loss=0.1011, over 2467379.93 frames. utt_duration=1261 frames, utt_pad_proportion=0.05775, over 7833.78 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3451, pruned_loss=0.1087, over 2474301.56 frames. utt_duration=482.8 frames, utt_pad_proportion=0.06629, over 20560.40 utterances.], batch size: 262, lr: 8.07e-04
2022-08-21 16:52:49,992 INFO [train.py:927] (4/8) Epoch 3, batch 14850, giga_loss[loss=0.2493, simple_loss=0.3315, pruned_loss=0.08356, over 12467.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03116, over 86.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3446, pruned_loss=0.1091, over 2473754.23 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07103, over 20572.57 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3389, pruned_loss=0.101, over 2467171.28 frames. utt_duration=1264 frames, utt_pad_proportion=0.05721, over 7817.35 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3459, pruned_loss=0.1095, over 2474229.83 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07222, over 21933.35 utterances.], batch size: 86, lr: 8.07e-04
2022-08-21 16:54:32,562 INFO [train.py:927] (4/8) Epoch 3, batch 14900, giga_loss[loss=0.2279, simple_loss=0.3058, pruned_loss=0.07504, over 12423.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04232, over 146.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.3428, pruned_loss=0.1063, over 2474136.91 frames. utt_duration=508.8 frames, utt_pad_proportion=0.0657, over 19506.77 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3386, pruned_loss=0.1011, over 2467364.11 frames. utt_duration=1264 frames, utt_pad_proportion=0.05667, over 7816.33 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3444, pruned_loss=0.1068, over 2474567.15 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06736, over 21044.68 utterances.], batch size: 146, lr: 8.06e-04
2022-08-21 16:56:19,207 INFO [train.py:927] (4/8) Epoch 3, batch 14950, giga_loss[loss=0.2585, simple_loss=0.3257, pruned_loss=0.09565, over 12381.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04164, over 133.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3414, pruned_loss=0.1061, over 2474137.51 frames. utt_duration=507 frames, utt_pad_proportion=0.06792, over 19575.73 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3388, pruned_loss=0.1015, over 2467223.24 frames. utt_duration=1254 frames, utt_pad_proportion=0.06038, over 7880.86 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3425, pruned_loss=0.1062, over 2474725.65 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06795, over 20942.02 utterances.], batch size: 133, lr: 8.06e-04
2022-08-21 16:58:00,774 INFO [train.py:927] (4/8) Epoch 3, batch 15000, giga_loss[loss=0.2474, simple_loss=0.3264, pruned_loss=0.08425, over 12335.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03178, over 58.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3438, pruned_loss=0.1072, over 2474551.86 frames. utt_duration=499 frames, utt_pad_proportion=0.06859, over 19894.67 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3397, pruned_loss=0.1016, over 2467372.77 frames. utt_duration=1258 frames, utt_pad_proportion=0.05949, over 7854.41 utterances.], giga_tot_loss[loss=0.2792, simple_loss=0.3439, pruned_loss=0.1073, over 2475031.41 frames. utt_duration=467.9 frames, utt_pad_proportion=0.06894, over 21225.80 utterances.], batch size: 58, lr: 8.06e-04
2022-08-21 16:58:00,775 INFO [train.py:958] (4/8) Computing validation loss
2022-08-21 16:58:14,909 INFO [train.py:967] (4/8) Epoch 3, validation: loss=0.2021, simple_loss=0.3094, pruned_loss=0.04745, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 17:00:03,172 INFO [train.py:927] (4/8) Epoch 3, batch 15050, giga_loss[loss=0.2702, simple_loss=0.3427, pruned_loss=0.09888, over 12457.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03654, over 43.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3475, pruned_loss=0.1074, over 2475316.24 frames. utt_duration=498 frames, utt_pad_proportion=0.06669, over 19941.59 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3401, pruned_loss=0.1019, over 2467881.25 frames. utt_duration=1256 frames, utt_pad_proportion=0.05892, over 7868.02 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3474, pruned_loss=0.1073, over 2475437.89 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06735, over 21334.81 utterances.], batch size: 43, lr: 8.05e-04
2022-08-21 17:01:48,379 INFO [train.py:927] (4/8) Epoch 3, batch 15100, giga_loss[loss=0.264, simple_loss=0.3427, pruned_loss=0.09266, over 12280.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02665, over 54.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3483, pruned_loss=0.1077, over 2474069.64 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0685, over 19449.98 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3404, pruned_loss=0.1022, over 2467690.94 frames. utt_duration=1241 frames, utt_pad_proportion=0.06366, over 7962.42 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3481, pruned_loss=0.1075, over 2474428.22 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06748, over 20677.35 utterances.], batch size: 54, lr: 8.05e-04
2022-08-21 17:03:33,012 INFO [train.py:927] (4/8) Epoch 3, batch 15150, giga_loss[loss=0.4186, simple_loss=0.4291, pruned_loss=0.204, over 12389.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1113, over 260.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3486, pruned_loss=0.1094, over 2474156.99 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07005, over 19862.85 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3402, pruned_loss=0.1024, over 2467700.23 frames. utt_duration=1240 frames, utt_pad_proportion=0.06335, over 7972.99 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3488, pruned_loss=0.1092, over 2474557.98 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06936, over 21100.10 utterances.], batch size: 260, lr: 8.05e-04
2022-08-21 17:05:18,832 INFO [train.py:927] (4/8) Epoch 3, batch 15200, giga_loss[loss=0.238, simple_loss=0.3054, pruned_loss=0.08531, over 12335.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03386, over 51.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3475, pruned_loss=0.1099, over 2475094.53 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07687, over 20757.51 utterances.], libri_tot_loss[loss=0.2732, simple_loss=0.3406, pruned_loss=0.1029, over 2467744.52 frames. utt_duration=1227 frames, utt_pad_proportion=0.06745, over 8057.19 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3474, pruned_loss=0.1094, over 2475497.92 frames. utt_duration=454 frames, utt_pad_proportion=0.07459, over 21879.76 utterances.], batch size: 51, lr: 8.05e-04
2022-08-21 17:07:11,578 INFO [train.py:927] (4/8) Epoch 3, batch 15250, giga_loss[loss=0.2888, simple_loss=0.3476, pruned_loss=0.115, over 12401.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02538, over 48.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3474, pruned_loss=0.1104, over 2475184.28 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07483, over 20497.14 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3412, pruned_loss=0.1031, over 2468035.66 frames. utt_duration=1228 frames, utt_pad_proportion=0.06614, over 8046.57 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3471, pruned_loss=0.11, over 2475457.84 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07363, over 21747.99 utterances.], batch size: 48, lr: 8.04e-04
2022-08-21 17:08:55,445 INFO [train.py:927] (4/8) Epoch 3, batch 15300, giga_loss[loss=0.2516, simple_loss=0.3271, pruned_loss=0.08803, over 12424.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03163, over 80.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3458, pruned_loss=0.1098, over 2474891.94 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07512, over 20288.27 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.3405, pruned_loss=0.1031, over 2467906.34 frames. utt_duration=1225 frames, utt_pad_proportion=0.06827, over 8068.25 utterances.], giga_tot_loss[loss=0.2829, simple_loss=0.3463, pruned_loss=0.1097, over 2475551.25 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07367, over 21800.27 utterances.], batch size: 80, lr: 8.04e-04
2022-08-21 17:10:41,940 INFO [train.py:927] (4/8) Epoch 3, batch 15350, giga_loss[loss=0.2629, simple_loss=0.3474, pruned_loss=0.08919, over 12358.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03286, over 62.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3432, pruned_loss=0.1085, over 2474506.93 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07294, over 19779.74 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3398, pruned_loss=0.103, over 2467665.20 frames. utt_duration=1230 frames, utt_pad_proportion=0.06714, over 8035.65 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3445, pruned_loss=0.1088, over 2475491.13 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07237, over 21465.33 utterances.], batch size: 62, lr: 8.04e-04
2022-08-21 17:12:25,447 INFO [train.py:927] (4/8) Epoch 3, batch 15400, libri_loss[loss=0.2659, simple_loss=0.3295, pruned_loss=0.1012, over 12282.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006404, over 32.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3459, pruned_loss=0.1097, over 2474457.28 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07376, over 20153.35 utterances.], libri_tot_loss[loss=0.273, simple_loss=0.3398, pruned_loss=0.1031, over 2467903.22 frames. utt_duration=1233 frames, utt_pad_proportion=0.06568, over 8013.51 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.347, pruned_loss=0.1101, over 2475270.11 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07385, over 21920.99 utterances.], batch size: 32, lr: 8.03e-04
2022-08-21 17:14:12,196 INFO [train.py:927] (4/8) Epoch 3, batch 15450, libri_loss[loss=0.2807, simple_loss=0.3393, pruned_loss=0.111, over 12290.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006338, over 37.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3469, pruned_loss=0.1111, over 2475013.45 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07223, over 20320.94 utterances.], libri_tot_loss[loss=0.273, simple_loss=0.3396, pruned_loss=0.1032, over 2468210.37 frames. utt_duration=1232 frames, utt_pad_proportion=0.06475, over 8021.04 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.3482, pruned_loss=0.1116, over 2475612.03 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07281, over 22202.38 utterances.], batch size: 37, lr: 8.03e-04
2022-08-21 17:15:55,259 INFO [train.py:927] (4/8) Epoch 3, batch 15500, giga_loss[loss=0.2709, simple_loss=0.3476, pruned_loss=0.09708, over 12262.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02979, over 45.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3476, pruned_loss=0.1088, over 2474747.55 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07653, over 20410.10 utterances.], libri_tot_loss[loss=0.273, simple_loss=0.3398, pruned_loss=0.1031, over 2468229.96 frames. utt_duration=1231 frames, utt_pad_proportion=0.06433, over 8028.64 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3487, pruned_loss=0.1093, over 2475305.38 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07689, over 22065.34 utterances.], batch size: 45, lr: 8.03e-04
2022-08-21 17:17:39,222 INFO [train.py:927] (4/8) Epoch 3, batch 15550, giga_loss[loss=0.2445, simple_loss=0.3307, pruned_loss=0.0792, over 12471.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04174, over 31.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.3502, pruned_loss=0.1097, over 2474808.02 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07459, over 20207.48 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3399, pruned_loss=0.1031, over 2468272.97 frames. utt_duration=1234 frames, utt_pad_proportion=0.06359, over 8012.32 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.351, pruned_loss=0.1102, over 2475296.83 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07529, over 21691.23 utterances.], batch size: 31, lr: 8.02e-04
2022-08-21 17:19:21,897 INFO [train.py:927] (4/8) Epoch 3, batch 15600, giga_loss[loss=0.2611, simple_loss=0.3264, pruned_loss=0.09786, over 12455.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03077, over 55.00 utterances.], tot_loss[loss=0.2864, simple_loss=0.3513, pruned_loss=0.1108, over 2474244.59 frames. utt_duration=503.5 frames, utt_pad_proportion=0.07283, over 19715.65 utterances.], libri_tot_loss[loss=0.2732, simple_loss=0.3401, pruned_loss=0.1031, over 2468412.71 frames. utt_duration=1219 frames, utt_pad_proportion=0.0696, over 8109.56 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3524, pruned_loss=0.1115, over 2474854.35 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07163, over 21461.21 utterances.], batch size: 55, lr: 8.02e-04
2022-08-21 17:21:05,154 INFO [train.py:927] (4/8) Epoch 3, batch 15650, giga_loss[loss=0.3244, simple_loss=0.374, pruned_loss=0.1375, over 12401.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06766, over 184.00 utterances.], tot_loss[loss=0.2864, simple_loss=0.3508, pruned_loss=0.1109, over 2474038.46 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07134, over 19966.47 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.34, pruned_loss=0.1034, over 2468438.67 frames. utt_duration=1223 frames, utt_pad_proportion=0.06781, over 8083.06 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3522, pruned_loss=0.1116, over 2474695.71 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07119, over 21771.26 utterances.], batch size: 184, lr: 8.02e-04
2022-08-21 17:22:50,265 INFO [train.py:927] (4/8) Epoch 3, batch 15700, giga_loss[loss=0.3003, simple_loss=0.3709, pruned_loss=0.1149, over 12434.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04131, over 146.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3506, pruned_loss=0.1089, over 2473761.67 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06864, over 19802.30 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.34, pruned_loss=0.1034, over 2468193.84 frames. utt_duration=1226 frames, utt_pad_proportion=0.06631, over 8062.65 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.352, pruned_loss=0.1095, over 2474698.21 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06929, over 21597.24 utterances.], batch size: 146, lr: 8.02e-04
2022-08-21 17:24:36,893 INFO [train.py:927] (4/8) Epoch 3, batch 15750, giga_loss[loss=0.2519, simple_loss=0.3339, pruned_loss=0.08492, over 12479.00 frames. utt_duration=909 frames, utt_pad_proportion=0.0257, over 55.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.3512, pruned_loss=0.1093, over 2474448.77 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06918, over 19742.38 utterances.], libri_tot_loss[loss=0.2736, simple_loss=0.34, pruned_loss=0.1035, over 2468605.35 frames. utt_duration=1221 frames, utt_pad_proportion=0.06624, over 8095.63 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3525, pruned_loss=0.1098, over 2474989.31 frames. utt_duration=462.6 frames, utt_pad_proportion=0.06975, over 21469.32 utterances.], batch size: 55, lr: 8.01e-04
2022-08-21 17:26:24,041 INFO [train.py:927] (4/8) Epoch 3, batch 15800, giga_loss[loss=0.2795, simple_loss=0.3452, pruned_loss=0.1069, over 12261.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03666, over 28.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3492, pruned_loss=0.1089, over 2474420.83 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06714, over 19877.40 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3394, pruned_loss=0.1033, over 2468441.13 frames. utt_duration=1226 frames, utt_pad_proportion=0.06567, over 8064.34 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3509, pruned_loss=0.1096, over 2475060.18 frames. utt_duration=463.5 frames, utt_pad_proportion=0.06792, over 21430.17 utterances.], batch size: 28, lr: 8.01e-04
2022-08-21 17:28:09,334 INFO [train.py:927] (4/8) Epoch 3, batch 15850, giga_loss[loss=0.232, simple_loss=0.302, pruned_loss=0.08096, over 12148.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03212, over 36.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.3456, pruned_loss=0.1068, over 2474989.80 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06176, over 18955.24 utterances.], libri_tot_loss[loss=0.273, simple_loss=0.3392, pruned_loss=0.1034, over 2468659.38 frames. utt_duration=1227 frames, utt_pad_proportion=0.06472, over 8057.65 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3474, pruned_loss=0.1074, over 2475461.23 frames. utt_duration=485.7 frames, utt_pad_proportion=0.06311, over 20450.00 utterances.], batch size: 36, lr: 8.01e-04
2022-08-21 17:29:52,128 INFO [train.py:927] (4/8) Epoch 3, batch 15900, giga_loss[loss=0.3024, simple_loss=0.3525, pruned_loss=0.1262, over 12353.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.0369, over 122.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.3445, pruned_loss=0.1074, over 2474689.56 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06098, over 19004.08 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.3391, pruned_loss=0.1038, over 2468523.66 frames. utt_duration=1231 frames, utt_pad_proportion=0.06406, over 8032.91 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.346, pruned_loss=0.1075, over 2475284.23 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06231, over 20355.66 utterances.], batch size: 122, lr: 8.00e-04
2022-08-21 17:31:32,730 INFO [train.py:927] (4/8) Epoch 3, batch 15950, giga_loss[loss=0.2399, simple_loss=0.3217, pruned_loss=0.07902, over 12362.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.041, over 113.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3452, pruned_loss=0.1057, over 2474913.83 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06733, over 19693.81 utterances.], libri_tot_loss[loss=0.2754, simple_loss=0.3421, pruned_loss=0.1044, over 2468611.91 frames. utt_duration=1220 frames, utt_pad_proportion=0.06772, over 8104.71 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.344, pruned_loss=0.1054, over 2475517.11 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06674, over 21053.73 utterances.], batch size: 113, lr: 8.00e-04
2022-08-21 17:33:20,697 INFO [train.py:927] (4/8) Epoch 3, batch 16000, giga_loss[loss=0.2866, simple_loss=0.3453, pruned_loss=0.114, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0339, over 40.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.3434, pruned_loss=0.1044, over 2474717.67 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07205, over 20540.40 utterances.], libri_tot_loss[loss=0.276, simple_loss=0.3427, pruned_loss=0.1047, over 2468767.42 frames. utt_duration=1204 frames, utt_pad_proportion=0.07278, over 8212.53 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3418, pruned_loss=0.1039, over 2475103.11 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06952, over 21620.06 utterances.], batch size: 40, lr: 8.00e-04
2022-08-21 17:35:08,871 INFO [train.py:927] (4/8) Epoch 3, batch 16050, giga_loss[loss=0.2979, simple_loss=0.3637, pruned_loss=0.116, over 12360.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03728, over 113.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3403, pruned_loss=0.1039, over 2474263.47 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07633, over 21152.96 utterances.], libri_tot_loss[loss=0.2762, simple_loss=0.3428, pruned_loss=0.1048, over 2468881.82 frames. utt_duration=1203 frames, utt_pad_proportion=0.07221, over 8216.24 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.339, pruned_loss=0.1034, over 2474552.89 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07437, over 22161.61 utterances.], batch size: 113, lr: 8.00e-04
2022-08-21 17:36:53,636 INFO [train.py:927] (4/8) Epoch 3, batch 16100, giga_loss[loss=0.2252, simple_loss=0.2955, pruned_loss=0.07749, over 12125.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04059, over 33.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3412, pruned_loss=0.1044, over 2474208.98 frames. utt_duration=450.1 frames, utt_pad_proportion=0.08193, over 22059.07 utterances.], libri_tot_loss[loss=0.2762, simple_loss=0.3427, pruned_loss=0.1049, over 2469005.70 frames. utt_duration=1205 frames, utt_pad_proportion=0.07171, over 8208.13 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3402, pruned_loss=0.1039, over 2474370.44 frames. utt_duration=432 frames, utt_pad_proportion=0.08044, over 22987.89 utterances.], batch size: 33, lr: 7.99e-04
2022-08-21 17:38:38,438 INFO [train.py:927] (4/8) Epoch 3, batch 16150, giga_loss[loss=0.3118, simple_loss=0.3512, pruned_loss=0.1362, over 12349.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1915, over 363.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.3414, pruned_loss=0.1047, over 2474518.04 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07775, over 21648.66 utterances.], libri_tot_loss[loss=0.2762, simple_loss=0.3427, pruned_loss=0.1049, over 2468822.79 frames. utt_duration=1210 frames, utt_pad_proportion=0.07016, over 8170.34 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3406, pruned_loss=0.1042, over 2474986.76 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07727, over 22787.13 utterances.], batch size: 363, lr: 7.99e-04
2022-08-21 17:40:26,863 INFO [train.py:927] (4/8) Epoch 3, batch 16200, giga_loss[loss=0.2793, simple_loss=0.3476, pruned_loss=0.1055, over 12461.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03691, over 123.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3436, pruned_loss=0.1058, over 2474512.02 frames. utt_duration=454.6 frames, utt_pad_proportion=0.0778, over 21844.80 utterances.], libri_tot_loss[loss=0.2768, simple_loss=0.3436, pruned_loss=0.105, over 2468777.88 frames. utt_duration=1211 frames, utt_pad_proportion=0.06964, over 8161.68 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3422, pruned_loss=0.1054, over 2474972.03 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07761, over 22870.73 utterances.], batch size: 123, lr: 7.99e-04
2022-08-21 17:42:13,809 INFO [train.py:927] (4/8) Epoch 3, batch 16250, giga_loss[loss=0.2598, simple_loss=0.34, pruned_loss=0.08984, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03068, over 42.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.3441, pruned_loss=0.1053, over 2474384.19 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07275, over 20388.88 utterances.], libri_tot_loss[loss=0.277, simple_loss=0.3437, pruned_loss=0.1052, over 2469079.25 frames. utt_duration=1206 frames, utt_pad_proportion=0.07235, over 8201.16 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3429, pruned_loss=0.1049, over 2474652.78 frames. utt_duration=459.6 frames, utt_pad_proportion=0.072, over 21604.77 utterances.], batch size: 42, lr: 7.98e-04
2022-08-21 17:44:04,327 INFO [train.py:927] (4/8) Epoch 3, batch 16300, libri_loss[loss=0.2606, simple_loss=0.338, pruned_loss=0.09157, over 12288.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007022, over 35.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3445, pruned_loss=0.1061, over 2474213.73 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07557, over 20695.48 utterances.], libri_tot_loss[loss=0.2763, simple_loss=0.3431, pruned_loss=0.1048, over 2468622.09 frames. utt_duration=1211 frames, utt_pad_proportion=0.07101, over 8166.49 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3441, pruned_loss=0.1061, over 2474957.37 frames. utt_duration=452 frames, utt_pad_proportion=0.07531, over 21973.03 utterances.], batch size: 35, lr: 7.98e-04
2022-08-21 17:45:49,554 INFO [train.py:927] (4/8) Epoch 3, batch 16350, giga_loss[loss=0.2713, simple_loss=0.3361, pruned_loss=0.1032, over 12474.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02945, over 43.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3443, pruned_loss=0.1053, over 2475104.87 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07388, over 21070.07 utterances.], libri_tot_loss[loss=0.276, simple_loss=0.3427, pruned_loss=0.1047, over 2468574.59 frames. utt_duration=1212 frames, utt_pad_proportion=0.07033, over 8159.15 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3444, pruned_loss=0.1055, over 2475817.24 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07398, over 22307.14 utterances.], batch size: 43, lr: 7.98e-04
2022-08-21 17:47:37,636 INFO [train.py:927] (4/8) Epoch 3, batch 16400, giga_loss[loss=0.2598, simple_loss=0.3291, pruned_loss=0.09523, over 12383.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02478, over 66.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3451, pruned_loss=0.1074, over 2474878.14 frames. utt_duration=453.3 frames, utt_pad_proportion=0.0767, over 21908.44 utterances.], libri_tot_loss[loss=0.276, simple_loss=0.3426, pruned_loss=0.1047, over 2468472.90 frames. utt_duration=1216 frames, utt_pad_proportion=0.06961, over 8129.88 utterances.], giga_tot_loss[loss=0.2802, simple_loss=0.3453, pruned_loss=0.1075, over 2475619.53 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07685, over 23090.31 utterances.], batch size: 66, lr: 7.98e-04
2022-08-21 17:49:19,742 INFO [train.py:927] (4/8) Epoch 3, batch 16450, giga_loss[loss=0.2832, simple_loss=0.353, pruned_loss=0.1067, over 12458.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03056, over 55.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3435, pruned_loss=0.1071, over 2474694.62 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07323, over 21655.78 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.3416, pruned_loss=0.1042, over 2468058.01 frames. utt_duration=1213 frames, utt_pad_proportion=0.07177, over 8146.99 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.3446, pruned_loss=0.1078, over 2475953.58 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07292, over 23167.95 utterances.], batch size: 55, lr: 7.97e-04
2022-08-21 17:51:06,211 INFO [train.py:927] (4/8) Epoch 3, batch 16500, giga_loss[loss=0.2481, simple_loss=0.3229, pruned_loss=0.08666, over 12260.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02815, over 54.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.3434, pruned_loss=0.1078, over 2473132.55 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07877, over 21918.29 utterances.], libri_tot_loss[loss=0.2754, simple_loss=0.3419, pruned_loss=0.1045, over 2467862.79 frames. utt_duration=1215 frames, utt_pad_proportion=0.07122, over 8133.54 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.3441, pruned_loss=0.1081, over 2474366.42 frames. utt_duration=427 frames, utt_pad_proportion=0.07846, over 23257.56 utterances.], batch size: 54, lr: 7.97e-04
2022-08-21 17:52:50,620 INFO [train.py:927] (4/8) Epoch 3, batch 16550, giga_loss[loss=0.2949, simple_loss=0.3603, pruned_loss=0.1148, over 12391.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02903, over 58.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3456, pruned_loss=0.1093, over 2473393.50 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07651, over 21545.08 utterances.], libri_tot_loss[loss=0.2758, simple_loss=0.3424, pruned_loss=0.1046, over 2468167.50 frames. utt_duration=1217 frames, utt_pad_proportion=0.07052, over 8121.69 utterances.], giga_tot_loss[loss=0.2824, simple_loss=0.3457, pruned_loss=0.1095, over 2474225.63 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07667, over 22999.38 utterances.], batch size: 58, lr: 7.97e-04
2022-08-21 17:54:36,099 INFO [train.py:927] (4/8) Epoch 3, batch 16600, giga_loss[loss=0.3279, simple_loss=0.3811, pruned_loss=0.1374, over 12434.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04836, over 161.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3462, pruned_loss=0.1097, over 2473093.81 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07821, over 21369.90 utterances.], libri_tot_loss[loss=0.2761, simple_loss=0.3427, pruned_loss=0.1048, over 2468112.27 frames. utt_duration=1215 frames, utt_pad_proportion=0.06982, over 8135.93 utterances.], giga_tot_loss[loss=0.2829, simple_loss=0.3461, pruned_loss=0.1098, over 2473947.57 frames. utt_duration=434 frames, utt_pad_proportion=0.0785, over 22876.35 utterances.], batch size: 161, lr: 7.96e-04
2022-08-21 17:56:19,046 INFO [train.py:927] (4/8) Epoch 3, batch 16650, libri_loss[loss=0.2753, simple_loss=0.3497, pruned_loss=0.1005, over 12457.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009156, over 39.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3459, pruned_loss=0.1102, over 2473820.28 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07879, over 21505.54 utterances.], libri_tot_loss[loss=0.2756, simple_loss=0.3422, pruned_loss=0.1045, over 2468204.83 frames. utt_duration=1219 frames, utt_pad_proportion=0.06848, over 8106.84 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3464, pruned_loss=0.1107, over 2474541.90 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07948, over 23047.08 utterances.], batch size: 39, lr: 7.96e-04
2022-08-21 17:58:05,277 INFO [train.py:927] (4/8) Epoch 3, batch 16700, giga_loss[loss=0.2665, simple_loss=0.3391, pruned_loss=0.09693, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03171, over 75.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3454, pruned_loss=0.1089, over 2473996.09 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07519, over 20795.23 utterances.], libri_tot_loss[loss=0.2754, simple_loss=0.3419, pruned_loss=0.1044, over 2467903.69 frames. utt_duration=1209 frames, utt_pad_proportion=0.07192, over 8178.57 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3462, pruned_loss=0.1095, over 2474997.01 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07505, over 22266.19 utterances.], batch size: 75, lr: 7.96e-04
2022-08-21 17:59:51,112 INFO [train.py:927] (4/8) Epoch 3, batch 16750, giga_loss[loss=0.2611, simple_loss=0.3432, pruned_loss=0.08948, over 12353.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03125, over 51.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3462, pruned_loss=0.1092, over 2473698.55 frames. utt_duration=493.6 frames, utt_pad_proportion=0.0696, over 20108.15 utterances.], libri_tot_loss[loss=0.2748, simple_loss=0.3414, pruned_loss=0.1042, over 2467848.94 frames. utt_duration=1213 frames, utt_pad_proportion=0.07089, over 8145.27 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3474, pruned_loss=0.11, over 2474641.72 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07016, over 21523.39 utterances.], batch size: 51, lr: 7.96e-04
2022-08-21 18:01:35,166 INFO [train.py:927] (4/8) Epoch 3, batch 16800, libri_loss[loss=0.2667, simple_loss=0.3373, pruned_loss=0.09802, over 12320.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01756, over 41.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3461, pruned_loss=0.1092, over 2474119.58 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07406, over 20625.10 utterances.], libri_tot_loss[loss=0.2749, simple_loss=0.3414, pruned_loss=0.1043, over 2467742.39 frames. utt_duration=1206 frames, utt_pad_proportion=0.0731, over 8193.82 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3472, pruned_loss=0.11, over 2475163.34 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07357, over 22111.24 utterances.], batch size: 41, lr: 7.95e-04
2022-08-21 18:03:20,478 INFO [train.py:927] (4/8) Epoch 3, batch 16850, giga_loss[loss=0.3121, simple_loss=0.3731, pruned_loss=0.1256, over 12397.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05861, over 182.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3468, pruned_loss=0.1092, over 2474736.90 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07558, over 21258.16 utterances.], libri_tot_loss[loss=0.2744, simple_loss=0.3409, pruned_loss=0.104, over 2467625.21 frames. utt_duration=1208 frames, utt_pad_proportion=0.0724, over 8184.42 utterances.], giga_tot_loss[loss=0.2843, simple_loss=0.3483, pruned_loss=0.1102, over 2475854.90 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07532, over 22803.88 utterances.], batch size: 182, lr: 7.95e-04
2022-08-21 18:05:04,715 INFO [train.py:927] (4/8) Epoch 3, batch 16900, giga_loss[loss=0.2562, simple_loss=0.3313, pruned_loss=0.09055, over 12175.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03331, over 36.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3448, pruned_loss=0.1077, over 2474562.63 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07199, over 20414.77 utterances.], libri_tot_loss[loss=0.2745, simple_loss=0.3408, pruned_loss=0.1041, over 2467554.55 frames. utt_duration=1212 frames, utt_pad_proportion=0.07134, over 8153.92 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3462, pruned_loss=0.1084, over 2475618.69 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07236, over 21887.39 utterances.], batch size: 36, lr: 7.95e-04
2022-08-21 18:06:51,951 INFO [train.py:927] (4/8) Epoch 3, batch 16950, giga_loss[loss=0.282, simple_loss=0.3457, pruned_loss=0.1091, over 12432.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03638, over 123.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3479, pruned_loss=0.1099, over 2474552.53 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07386, over 21100.93 utterances.], libri_tot_loss[loss=0.2749, simple_loss=0.3413, pruned_loss=0.1042, over 2467636.21 frames. utt_duration=1204 frames, utt_pad_proportion=0.07469, over 8207.99 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3487, pruned_loss=0.1105, over 2475477.41 frames. utt_duration=441.2 frames, utt_pad_proportion=0.0729, over 22519.21 utterances.], batch size: 123, lr: 7.94e-04
2022-08-21 18:08:36,644 INFO [train.py:927] (4/8) Epoch 3, batch 17000, giga_loss[loss=0.3419, simple_loss=0.3777, pruned_loss=0.1531, over 12419.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.072, over 212.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3474, pruned_loss=0.1105, over 2475381.12 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07424, over 21265.56 utterances.], libri_tot_loss[loss=0.2741, simple_loss=0.3403, pruned_loss=0.1039, over 2468027.29 frames. utt_duration=1208 frames, utt_pad_proportion=0.07339, over 8180.41 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.349, pruned_loss=0.1114, over 2475969.59 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07383, over 22747.56 utterances.], batch size: 212, lr: 7.94e-04
2022-08-21 18:10:23,092 INFO [train.py:927] (4/8) Epoch 3, batch 17050, giga_loss[loss=0.2689, simple_loss=0.3295, pruned_loss=0.1041, over 12239.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03752, over 28.00 utterances.], tot_loss[loss=0.2862, simple_loss=0.3484, pruned_loss=0.112, over 2474732.84 frames. utt_duration=444.5 frames, utt_pad_proportion=0.08043, over 22343.52 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.3402, pruned_loss=0.1039, over 2467620.09 frames. utt_duration=1210 frames, utt_pad_proportion=0.07284, over 8165.65 utterances.], giga_tot_loss[loss=0.2876, simple_loss=0.3498, pruned_loss=0.1127, over 2475588.89 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07994, over 23629.65 utterances.], batch size: 28, lr: 7.94e-04
2022-08-21 18:12:07,951 INFO [train.py:927] (4/8) Epoch 3, batch 17100, giga_loss[loss=0.2366, simple_loss=0.3191, pruned_loss=0.07704, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02738, over 48.00 utterances.], tot_loss[loss=0.2863, simple_loss=0.3486, pruned_loss=0.1119, over 2474961.05 frames. utt_duration=434.1 frames, utt_pad_proportion=0.08097, over 22882.32 utterances.], libri_tot_loss[loss=0.2738, simple_loss=0.3399, pruned_loss=0.1038, over 2467641.09 frames. utt_duration=1213 frames, utt_pad_proportion=0.07204, over 8145.31 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3501, pruned_loss=0.1127, over 2475697.54 frames. utt_duration=412.2 frames, utt_pad_proportion=0.08084, over 24110.74 utterances.], batch size: 48, lr: 7.94e-04
2022-08-21 18:13:49,828 INFO [train.py:927] (4/8) Epoch 3, batch 17150, giga_loss[loss=0.3525, simple_loss=0.3906, pruned_loss=0.1572, over 12377.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07384, over 212.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3492, pruned_loss=0.1123, over 2475339.68 frames. utt_duration=434.1 frames, utt_pad_proportion=0.08048, over 22890.03 utterances.], libri_tot_loss[loss=0.2745, simple_loss=0.3402, pruned_loss=0.1043, over 2467700.39 frames. utt_duration=1204 frames, utt_pad_proportion=0.07451, over 8206.42 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3503, pruned_loss=0.1127, over 2476085.98 frames. utt_duration=410.4 frames, utt_pad_proportion=0.07986, over 24219.49 utterances.], batch size: 212, lr: 7.93e-04
2022-08-21 18:15:34,575 INFO [train.py:927] (4/8) Epoch 3, batch 17200, giga_loss[loss=0.2625, simple_loss=0.3316, pruned_loss=0.09664, over 12358.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03183, over 97.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3459, pruned_loss=0.1095, over 2475427.10 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07668, over 21655.35 utterances.], libri_tot_loss[loss=0.2741, simple_loss=0.34, pruned_loss=0.1041, over 2467867.95 frames. utt_duration=1206 frames, utt_pad_proportion=0.07399, over 8197.34 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.347, pruned_loss=0.1101, over 2475934.09 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07652, over 22830.37 utterances.], batch size: 97, lr: 7.93e-04
2022-08-21 18:17:27,386 INFO [train.py:927] (4/8) Epoch 3, batch 17250, giga_loss[loss=0.2724, simple_loss=0.343, pruned_loss=0.1009, over 12435.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03686, over 133.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3449, pruned_loss=0.1082, over 2475851.72 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07683, over 21768.74 utterances.], libri_tot_loss[loss=0.2751, simple_loss=0.3418, pruned_loss=0.1042, over 2468031.21 frames. utt_duration=1211 frames, utt_pad_proportion=0.07265, over 8162.79 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3445, pruned_loss=0.1087, over 2476289.66 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07714, over 23017.69 utterances.], batch size: 133, lr: 7.93e-04
2022-08-21 18:19:10,421 INFO [train.py:927] (4/8) Epoch 3, batch 17300, libri_loss[loss=0.2074, simple_loss=0.2754, pruned_loss=0.06967, over 12196.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.04697, over 27.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3421, pruned_loss=0.1076, over 2475351.58 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07949, over 21288.81 utterances.], libri_tot_loss[loss=0.2749, simple_loss=0.3414, pruned_loss=0.1042, over 2468131.68 frames. utt_duration=1215 frames, utt_pad_proportion=0.07034, over 8132.82 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3422, pruned_loss=0.1082, over 2475979.01 frames. utt_duration=433.1 frames, utt_pad_proportion=0.08043, over 22947.19 utterances.], batch size: 27, lr: 7.92e-04
2022-08-21 18:20:56,225 INFO [train.py:927] (4/8) Epoch 3, batch 17350, libri_loss[loss=0.2313, simple_loss=0.2903, pruned_loss=0.08618, over 12444.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006856, over 32.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3399, pruned_loss=0.1052, over 2475743.47 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07674, over 21107.02 utterances.], libri_tot_loss[loss=0.2745, simple_loss=0.3409, pruned_loss=0.104, over 2468241.98 frames. utt_duration=1219 frames, utt_pad_proportion=0.06943, over 8111.29 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3405, pruned_loss=0.1058, over 2476277.63 frames. utt_duration=438 frames, utt_pad_proportion=0.07805, over 22692.30 utterances.], batch size: 32, lr: 7.92e-04
2022-08-21 18:22:38,813 INFO [train.py:927] (4/8) Epoch 3, batch 17400, giga_loss[loss=0.235, simple_loss=0.3159, pruned_loss=0.07702, over 12394.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02651, over 70.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3383, pruned_loss=0.1025, over 2476071.19 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07493, over 21329.51 utterances.], libri_tot_loss[loss=0.2745, simple_loss=0.3407, pruned_loss=0.1041, over 2468438.25 frames. utt_duration=1219 frames, utt_pad_proportion=0.0686, over 8109.19 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3389, pruned_loss=0.1029, over 2476500.13 frames. utt_duration=434.3 frames, utt_pad_proportion=0.0764, over 22885.80 utterances.], batch size: 70, lr: 7.92e-04
2022-08-21 18:24:23,026 INFO [train.py:927] (4/8) Epoch 3, batch 17450, giga_loss[loss=0.2168, simple_loss=0.3056, pruned_loss=0.06397, over 12386.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02425, over 70.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3353, pruned_loss=0.09924, over 2476425.24 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07744, over 22704.46 utterances.], libri_tot_loss[loss=0.2743, simple_loss=0.3405, pruned_loss=0.1041, over 2468594.95 frames. utt_duration=1226 frames, utt_pad_proportion=0.06709, over 8066.40 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3358, pruned_loss=0.09952, over 2476840.41 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07896, over 24395.53 utterances.], batch size: 70, lr: 7.92e-04
2022-08-21 18:26:07,285 INFO [train.py:927] (4/8) Epoch 3, batch 17500, giga_loss[loss=0.2726, simple_loss=0.3455, pruned_loss=0.09983, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03274, over 97.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.333, pruned_loss=0.09464, over 2476349.15 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07451, over 22716.05 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.3402, pruned_loss=0.1039, over 2468704.99 frames. utt_duration=1228 frames, utt_pad_proportion=0.06642, over 8048.42 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3336, pruned_loss=0.09495, over 2476694.77 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07613, over 24266.80 utterances.], batch size: 97, lr: 7.91e-04
2022-08-21 18:27:49,638 INFO [train.py:927] (4/8) Epoch 3, batch 17550, giga_loss[loss=0.2129, simple_loss=0.2984, pruned_loss=0.06375, over 12318.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03271, over 51.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3305, pruned_loss=0.09273, over 2476150.32 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07206, over 22703.89 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.3394, pruned_loss=0.1036, over 2469006.78 frames. utt_duration=1234 frames, utt_pad_proportion=0.06522, over 8013.52 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3315, pruned_loss=0.09299, over 2476321.60 frames. utt_duration=409.2 frames, utt_pad_proportion=0.0739, over 24293.06 utterances.], batch size: 51, lr: 7.91e-04
2022-08-21 18:29:34,368 INFO [train.py:927] (4/8) Epoch 3, batch 17600, giga_loss[loss=0.2231, simple_loss=0.3115, pruned_loss=0.06733, over 12348.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03268, over 58.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3274, pruned_loss=0.08963, over 2475811.57 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07373, over 23541.46 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3395, pruned_loss=0.1033, over 2468879.33 frames. utt_duration=1237 frames, utt_pad_proportion=0.06429, over 7995.39 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.328, pruned_loss=0.08994, over 2476191.09 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07534, over 25084.32 utterances.], batch size: 58, lr: 7.91e-04
2022-08-21 18:31:17,498 INFO [train.py:927] (4/8) Epoch 3, batch 17650, giga_loss[loss=0.2369, simple_loss=0.3131, pruned_loss=0.08031, over 12399.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05656, over 162.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3264, pruned_loss=0.08859, over 2475788.67 frames. utt_duration=421.2 frames, utt_pad_proportion=0.07563, over 23595.64 utterances.], libri_tot_loss[loss=0.2738, simple_loss=0.34, pruned_loss=0.1038, over 2468988.30 frames. utt_duration=1227 frames, utt_pad_proportion=0.06736, over 8060.35 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.326, pruned_loss=0.08796, over 2476186.77 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07607, over 25252.54 utterances.], batch size: 162, lr: 7.91e-04
2022-08-21 18:33:00,543 INFO [train.py:927] (4/8) Epoch 3, batch 17700, giga_loss[loss=0.2152, simple_loss=0.3008, pruned_loss=0.06481, over 12423.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06204, over 183.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3234, pruned_loss=0.0858, over 2476410.16 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07155, over 23204.01 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.3396, pruned_loss=0.1036, over 2469235.36 frames. utt_duration=1231 frames, utt_pad_proportion=0.06583, over 8033.68 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.323, pruned_loss=0.08498, over 2476704.13 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07263, over 24978.04 utterances.], batch size: 183, lr: 7.90e-04
2022-08-21 18:34:44,701 INFO [train.py:927] (4/8) Epoch 3, batch 17750, giga_loss[loss=0.2567, simple_loss=0.3216, pruned_loss=0.0959, over 12384.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07048, over 212.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.32, pruned_loss=0.0839, over 2476531.78 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07176, over 23435.00 utterances.], libri_tot_loss[loss=0.2736, simple_loss=0.3394, pruned_loss=0.1039, over 2469559.29 frames. utt_duration=1219 frames, utt_pad_proportion=0.06969, over 8115.12 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3192, pruned_loss=0.08234, over 2476729.94 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07162, over 25345.30 utterances.], batch size: 212, lr: 7.90e-04
2022-08-21 18:36:30,456 INFO [train.py:927] (4/8) Epoch 3, batch 17800, giga_loss[loss=0.2357, simple_loss=0.3187, pruned_loss=0.07638, over 12372.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04199, over 133.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3171, pruned_loss=0.08231, over 2475894.35 frames. utt_duration=423.5 frames, utt_pad_proportion=0.07408, over 23464.95 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3385, pruned_loss=0.1035, over 2469090.22 frames. utt_duration=1226 frames, utt_pad_proportion=0.06793, over 8068.05 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3165, pruned_loss=0.08065, over 2476733.23 frames. utt_duration=388.4 frames, utt_pad_proportion=0.07434, over 25599.72 utterances.], batch size: 133, lr: 7.90e-04
2022-08-21 18:38:29,881 INFO [train.py:927] (4/8) Epoch 3, batch 17850, giga_loss[loss=0.2317, simple_loss=0.3222, pruned_loss=0.07063, over 12409.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3191, pruned_loss=0.08243, over 2476030.89 frames. utt_duration=402.3 frames, utt_pad_proportion=0.07579, over 24703.87 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3384, pruned_loss=0.1033, over 2469107.38 frames. utt_duration=1229 frames, utt_pad_proportion=0.06706, over 8045.96 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3182, pruned_loss=0.08085, over 2476808.87 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07614, over 26711.84 utterances.], batch size: 133, lr: 7.89e-04
2022-08-21 18:40:36,388 INFO [train.py:927] (4/8) Epoch 3, batch 17900, giga_loss[loss=0.2236, simple_loss=0.3056, pruned_loss=0.07077, over 12043.00 frames. utt_duration=1928 frames, utt_pad_proportion=0.03586, over 25.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3189, pruned_loss=0.08226, over 2476036.47 frames. utt_duration=407.9 frames, utt_pad_proportion=0.07143, over 24364.27 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.338, pruned_loss=0.1033, over 2469226.86 frames. utt_duration=1223 frames, utt_pad_proportion=0.07049, over 8087.86 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3182, pruned_loss=0.08048, over 2476743.36 frames. utt_duration=376.8 frames, utt_pad_proportion=0.0712, over 26391.23 utterances.], batch size: 25, lr: 7.89e-04
2022-08-21 18:42:37,076 INFO [train.py:927] (4/8) Epoch 3, batch 17950, giga_loss[loss=0.2174, simple_loss=0.303, pruned_loss=0.06592, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04002, over 113.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3171, pruned_loss=0.08055, over 2476235.22 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07355, over 25154.72 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3375, pruned_loss=0.1032, over 2469009.89 frames. utt_duration=1228 frames, utt_pad_proportion=0.06912, over 8052.68 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3164, pruned_loss=0.07862, over 2477204.45 frames. utt_duration=364.4 frames, utt_pad_proportion=0.07363, over 27296.37 utterances.], batch size: 113, lr: 7.89e-04
2022-08-21 18:44:46,473 INFO [train.py:927] (4/8) Epoch 3, batch 18000, giga_loss[loss=0.2173, simple_loss=0.3032, pruned_loss=0.06566, over 12381.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04582, over 146.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3153, pruned_loss=0.07997, over 2476106.27 frames. utt_duration=402.5 frames, utt_pad_proportion=0.07045, over 24688.97 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3372, pruned_loss=0.1029, over 2468681.76 frames. utt_duration=1231 frames, utt_pad_proportion=0.0681, over 8030.70 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3146, pruned_loss=0.07824, over 2477313.36 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07101, over 26711.65 utterances.], batch size: 146, lr: 7.89e-04
2022-08-21 18:44:46,473 INFO [train.py:958] (4/8) Computing validation loss
2022-08-21 18:45:00,443 INFO [train.py:967] (4/8) Epoch 3, validation: loss=0.1991, simple_loss=0.3088, pruned_loss=0.04474, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 18:46:58,030 INFO [train.py:927] (4/8) Epoch 3, batch 18050, giga_loss[loss=0.2202, simple_loss=0.3108, pruned_loss=0.0648, over 12413.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04336, over 146.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3135, pruned_loss=0.07825, over 2476501.19 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07016, over 24769.97 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3371, pruned_loss=0.1027, over 2468723.99 frames. utt_duration=1234 frames, utt_pad_proportion=0.06735, over 8011.33 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3128, pruned_loss=0.07672, over 2477514.42 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07084, over 26619.92 utterances.], batch size: 146, lr: 7.88e-04
2022-08-21 18:49:10,559 INFO [train.py:927] (4/8) Epoch 3, batch 18100, giga_loss[loss=0.2102, simple_loss=0.294, pruned_loss=0.06318, over 12438.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02923, over 80.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3153, pruned_loss=0.07899, over 2477107.31 frames. utt_duration=407.7 frames, utt_pad_proportion=0.07127, over 24379.58 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3367, pruned_loss=0.1026, over 2468657.40 frames. utt_duration=1217 frames, utt_pad_proportion=0.07448, over 8121.74 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3143, pruned_loss=0.07709, over 2478243.21 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06975, over 26289.19 utterances.], batch size: 80, lr: 7.88e-04
2022-08-21 18:51:16,261 INFO [train.py:927] (4/8) Epoch 3, batch 18150, giga_loss[loss=0.2139, simple_loss=0.299, pruned_loss=0.06439, over 12330.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03437, over 58.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3138, pruned_loss=0.07801, over 2476736.32 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06959, over 24191.32 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3363, pruned_loss=0.1024, over 2468285.28 frames. utt_duration=1222 frames, utt_pad_proportion=0.07337, over 8092.53 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.313, pruned_loss=0.07629, over 2478108.03 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06874, over 26001.28 utterances.], batch size: 58, lr: 7.88e-04
2022-08-21 18:53:21,207 INFO [train.py:927] (4/8) Epoch 3, batch 18200, giga_loss[loss=0.2359, simple_loss=0.3277, pruned_loss=0.07205, over 12454.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03657, over 133.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3169, pruned_loss=0.07699, over 2477428.48 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06658, over 24267.07 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3377, pruned_loss=0.1025, over 2468408.81 frames. utt_duration=1221 frames, utt_pad_proportion=0.07289, over 8096.61 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3149, pruned_loss=0.07538, over 2478482.31 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06619, over 25822.59 utterances.], batch size: 133, lr: 7.87e-04
2022-08-21 18:55:26,966 INFO [train.py:927] (4/8) Epoch 3, batch 18250, libri_loss[loss=0.2453, simple_loss=0.314, pruned_loss=0.08832, over 12393.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006427, over 34.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3176, pruned_loss=0.07651, over 2477878.44 frames. utt_duration=405 frames, utt_pad_proportion=0.06796, over 24545.23 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3381, pruned_loss=0.1026, over 2468753.20 frames. utt_duration=1221 frames, utt_pad_proportion=0.07183, over 8095.36 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.315, pruned_loss=0.0744, over 2478655.54 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06787, over 26273.30 utterances.], batch size: 34, lr: 7.87e-04
2022-08-21 18:57:31,082 INFO [train.py:927] (4/8) Epoch 3, batch 18300, giga_loss[loss=0.2626, simple_loss=0.3231, pruned_loss=0.101, over 12403.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3183, pruned_loss=0.07841, over 2478002.75 frames. utt_duration=394.6 frames, utt_pad_proportion=0.07046, over 25192.84 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3375, pruned_loss=0.1023, over 2468583.69 frames. utt_duration=1226 frames, utt_pad_proportion=0.06977, over 8064.03 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3161, pruned_loss=0.07609, over 2479159.88 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07072, over 27217.00 utterances.], batch size: 257, lr: 7.87e-04
2022-08-21 19:00:00,257 INFO [train.py:927] (4/8) Epoch 3, batch 18350, giga_loss[loss=0.2214, simple_loss=0.3036, pruned_loss=0.06958, over 12484.00 frames. utt_duration=703.9 frames, utt_pad_proportion=0.0304, over 71.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3177, pruned_loss=0.07898, over 2477525.56 frames. utt_duration=410.9 frames, utt_pad_proportion=0.07065, over 24187.37 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3365, pruned_loss=0.102, over 2468357.92 frames. utt_duration=1229 frames, utt_pad_proportion=0.06885, over 8043.42 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3161, pruned_loss=0.07653, over 2478954.12 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07109, over 26403.74 utterances.], batch size: 71, lr: 7.87e-04
2022-08-21 19:02:06,296 INFO [train.py:927] (4/8) Epoch 3, batch 18400, giga_loss[loss=0.2397, simple_loss=0.3226, pruned_loss=0.07843, over 12406.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03387, over 122.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3156, pruned_loss=0.07753, over 2478109.31 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06801, over 24043.27 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3368, pruned_loss=0.1019, over 2468553.60 frames. utt_duration=1228 frames, utt_pad_proportion=0.06828, over 8051.20 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3136, pruned_loss=0.07511, over 2479298.66 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06871, over 26159.71 utterances.], batch size: 122, lr: 7.86e-04
2022-08-21 19:04:08,155 INFO [train.py:927] (4/8) Epoch 3, batch 18450, giga_loss[loss=0.2583, simple_loss=0.3398, pruned_loss=0.0884, over 12379.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.03765, over 146.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3137, pruned_loss=0.07728, over 2477762.43 frames. utt_duration=430.2 frames, utt_pad_proportion=0.0656, over 23099.71 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3361, pruned_loss=0.1016, over 2468622.79 frames. utt_duration=1231 frames, utt_pad_proportion=0.0664, over 8033.65 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3117, pruned_loss=0.07447, over 2479129.53 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06693, over 25605.51 utterances.], batch size: 146, lr: 7.86e-04
2022-08-21 19:06:11,848 INFO [train.py:927] (4/8) Epoch 3, batch 18500, giga_loss[loss=0.1996, simple_loss=0.2802, pruned_loss=0.05948, over 12456.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03539, over 98.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3134, pruned_loss=0.07682, over 2478569.63 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06711, over 23849.61 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3362, pruned_loss=0.1017, over 2468721.68 frames. utt_duration=1230 frames, utt_pad_proportion=0.06622, over 8039.48 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3117, pruned_loss=0.07441, over 2479590.92 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06808, over 25879.39 utterances.], batch size: 98, lr: 7.86e-04
2022-08-21 19:08:20,311 INFO [train.py:927] (4/8) Epoch 3, batch 18550, giga_loss[loss=0.2415, simple_loss=0.3165, pruned_loss=0.08321, over 12333.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03076, over 85.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3127, pruned_loss=0.07677, over 2478482.99 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06622, over 23262.68 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3364, pruned_loss=0.1018, over 2468714.81 frames. utt_duration=1230 frames, utt_pad_proportion=0.0658, over 8037.12 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3109, pruned_loss=0.07448, over 2479375.40 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06719, over 25002.80 utterances.], batch size: 85, lr: 7.86e-04
2022-08-21 19:10:34,443 INFO [train.py:927] (4/8) Epoch 3, batch 18600, giga_loss[loss=0.194, simple_loss=0.2929, pruned_loss=0.04751, over 12349.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03035, over 70.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3154, pruned_loss=0.07742, over 2478648.66 frames. utt_duration=431.4 frames, utt_pad_proportion=0.06463, over 23044.69 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3365, pruned_loss=0.1017, over 2468707.40 frames. utt_duration=1236 frames, utt_pad_proportion=0.06407, over 7998.49 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3131, pruned_loss=0.07496, over 2479641.87 frames. utt_duration=398.9 frames, utt_pad_proportion=0.066, over 24936.91 utterances.], batch size: 70, lr: 7.85e-04
2022-08-21 19:12:51,053 INFO [train.py:927] (4/8) Epoch 3, batch 18650, libri_loss[loss=0.2753, simple_loss=0.3441, pruned_loss=0.1032, over 12468.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008183, over 39.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3128, pruned_loss=0.0763, over 2478767.48 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06751, over 23443.66 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3361, pruned_loss=0.1015, over 2468525.06 frames. utt_duration=1241 frames, utt_pad_proportion=0.06326, over 7968.85 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.311, pruned_loss=0.07403, over 2479869.81 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06865, over 25244.98 utterances.], batch size: 39, lr: 7.85e-04
2022-08-21 19:14:53,994 INFO [train.py:927] (4/8) Epoch 3, batch 18700, giga_loss[loss=0.2066, simple_loss=0.2946, pruned_loss=0.05926, over 12416.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03339, over 122.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3087, pruned_loss=0.07455, over 2478321.26 frames. utt_duration=445.3 frames, utt_pad_proportion=0.06272, over 22318.37 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3365, pruned_loss=0.1017, over 2468359.47 frames. utt_duration=1240 frames, utt_pad_proportion=0.06243, over 7971.73 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3061, pruned_loss=0.07186, over 2479628.20 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06425, over 24165.04 utterances.], batch size: 122, lr: 7.85e-04
2022-08-21 19:16:47,015 INFO [train.py:927] (4/8) Epoch 3, batch 18750, giga_loss[loss=0.2371, simple_loss=0.3141, pruned_loss=0.08009, over 12413.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04485, over 34.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3102, pruned_loss=0.07567, over 2477787.13 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06568, over 22853.77 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3368, pruned_loss=0.1016, over 2468153.72 frames. utt_duration=1242 frames, utt_pad_proportion=0.06129, over 7957.63 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3072, pruned_loss=0.07284, over 2479289.06 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06711, over 24760.67 utterances.], batch size: 34, lr: 7.84e-04
2022-08-21 19:18:49,485 INFO [train.py:927] (4/8) Epoch 3, batch 18800, giga_loss[loss=0.1959, simple_loss=0.2872, pruned_loss=0.05226, over 12309.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.03058, over 70.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3081, pruned_loss=0.07391, over 2477846.03 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06582, over 23185.75 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3365, pruned_loss=0.1016, over 2468442.12 frames. utt_duration=1244 frames, utt_pad_proportion=0.06019, over 7946.73 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3053, pruned_loss=0.07109, over 2479012.60 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06727, over 25044.86 utterances.], batch size: 70, lr: 7.84e-04
2022-08-21 19:21:02,368 INFO [train.py:927] (4/8) Epoch 3, batch 18850, giga_loss[loss=0.2273, simple_loss=0.3121, pruned_loss=0.07126, over 12396.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03504, over 37.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3062, pruned_loss=0.07353, over 2477739.40 frames. utt_duration=418 frames, utt_pad_proportion=0.06975, over 23775.13 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3365, pruned_loss=0.1017, over 2468571.05 frames. utt_duration=1241 frames, utt_pad_proportion=0.06007, over 7968.75 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3032, pruned_loss=0.07042, over 2478831.97 frames. utt_duration=387.4 frames, utt_pad_proportion=0.07074, over 25674.79 utterances.], batch size: 37, lr: 7.84e-04
2022-08-21 19:23:12,452 INFO [train.py:927] (4/8) Epoch 3, batch 18900, giga_loss[loss=0.2304, simple_loss=0.3075, pruned_loss=0.07662, over 12346.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02969, over 85.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3067, pruned_loss=0.07435, over 2477510.78 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06915, over 24750.56 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3363, pruned_loss=0.1017, over 2468562.29 frames. utt_duration=1233 frames, utt_pad_proportion=0.06299, over 8015.22 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3038, pruned_loss=0.07131, over 2478580.74 frames. utt_duration=374 frames, utt_pad_proportion=0.06932, over 26595.10 utterances.], batch size: 85, lr: 7.84e-04
2022-08-21 19:25:11,598 INFO [train.py:927] (4/8) Epoch 3, batch 18950, giga_loss[loss=0.1861, simple_loss=0.2767, pruned_loss=0.04775, over 12390.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05502, over 181.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3071, pruned_loss=0.07383, over 2477349.99 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06672, over 24588.94 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3373, pruned_loss=0.1016, over 2468445.88 frames. utt_duration=1235 frames, utt_pad_proportion=0.06234, over 8007.84 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3034, pruned_loss=0.07102, over 2478471.37 frames. utt_duration=377.4 frames, utt_pad_proportion=0.0672, over 26351.80 utterances.], batch size: 181, lr: 7.83e-04
2022-08-21 19:27:13,184 INFO [train.py:927] (4/8) Epoch 3, batch 19000, giga_loss[loss=0.2238, simple_loss=0.3072, pruned_loss=0.07024, over 12434.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03586, over 43.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3092, pruned_loss=0.07376, over 2477409.91 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06822, over 24735.87 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3377, pruned_loss=0.1018, over 2468653.39 frames. utt_duration=1231 frames, utt_pad_proportion=0.06269, over 8028.54 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3056, pruned_loss=0.071, over 2478225.35 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06847, over 26325.33 utterances.], batch size: 43, lr: 7.83e-04
2022-08-21 19:29:13,469 INFO [train.py:927] (4/8) Epoch 3, batch 19050, libri_loss[loss=0.2766, simple_loss=0.3347, pruned_loss=0.1093, over 12189.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006028, over 33.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3089, pruned_loss=0.07309, over 2476578.41 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06472, over 23887.28 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3376, pruned_loss=0.1021, over 2468184.94 frames. utt_duration=1235 frames, utt_pad_proportion=0.06178, over 8002.16 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3056, pruned_loss=0.07013, over 2477809.92 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06539, over 25479.61 utterances.], batch size: 33, lr: 7.83e-04
2022-08-21 19:31:15,825 INFO [train.py:927] (4/8) Epoch 3, batch 19100, giga_loss[loss=0.2192, simple_loss=0.3047, pruned_loss=0.06685, over 12414.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03756, over 113.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3069, pruned_loss=0.07185, over 2477039.63 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06229, over 23501.00 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3371, pruned_loss=0.1019, over 2468118.26 frames. utt_duration=1240 frames, utt_pad_proportion=0.06092, over 7969.31 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3042, pruned_loss=0.06914, over 2478226.40 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06323, over 25066.97 utterances.], batch size: 113, lr: 7.83e-04
2022-08-21 19:33:18,624 INFO [train.py:927] (4/8) Epoch 3, batch 19150, giga_loss[loss=0.1957, simple_loss=0.2793, pruned_loss=0.05605, over 12355.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03056, over 58.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3066, pruned_loss=0.07257, over 2476819.97 frames. utt_duration=433 frames, utt_pad_proportion=0.05953, over 22942.48 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3366, pruned_loss=0.102, over 2468138.35 frames. utt_duration=1243 frames, utt_pad_proportion=0.05977, over 7951.54 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3039, pruned_loss=0.06938, over 2478049.07 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06082, over 24722.52 utterances.], batch size: 58, lr: 7.82e-04
2022-08-21 19:35:28,593 INFO [train.py:927] (4/8) Epoch 3, batch 19200, giga_loss[loss=0.2443, simple_loss=0.3254, pruned_loss=0.08158, over 12379.00 frames. utt_duration=376.4 frames, utt_pad_proportion=0.03485, over 132.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3093, pruned_loss=0.07366, over 2476784.60 frames. utt_duration=434.1 frames, utt_pad_proportion=0.0572, over 22887.37 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3368, pruned_loss=0.1018, over 2468067.31 frames. utt_duration=1241 frames, utt_pad_proportion=0.05941, over 7965.17 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3066, pruned_loss=0.07086, over 2477937.03 frames. utt_duration=406 frames, utt_pad_proportion=0.05847, over 24487.71 utterances.], batch size: 132, lr: 7.82e-04
2022-08-21 19:37:32,842 INFO [train.py:927] (4/8) Epoch 3, batch 19250, giga_loss[loss=0.2823, simple_loss=0.3487, pruned_loss=0.108, over 12423.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02998, over 122.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3115, pruned_loss=0.07588, over 2476835.04 frames. utt_duration=412.7 frames, utt_pad_proportion=0.0622, over 24076.07 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3367, pruned_loss=0.102, over 2468034.13 frames. utt_duration=1230 frames, utt_pad_proportion=0.06359, over 8035.87 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3085, pruned_loss=0.07251, over 2478115.82 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06173, over 25868.76 utterances.], batch size: 122, lr: 7.82e-04
2022-08-21 19:39:34,625 INFO [train.py:927] (4/8) Epoch 3, batch 19300, giga_loss[loss=0.2173, simple_loss=0.3098, pruned_loss=0.06243, over 12401.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3145, pruned_loss=0.07749, over 2477078.41 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06548, over 24522.94 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3365, pruned_loss=0.1018, over 2468343.23 frames. utt_duration=1220 frames, utt_pad_proportion=0.06652, over 8103.00 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3116, pruned_loss=0.07422, over 2478049.12 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06401, over 26352.05 utterances.], batch size: 146, lr: 7.81e-04
2022-08-21 19:41:55,555 INFO [train.py:927] (4/8) Epoch 3, batch 19350, giga_loss[loss=0.2306, simple_loss=0.3104, pruned_loss=0.07545, over 12372.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3126, pruned_loss=0.07621, over 2477132.33 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06535, over 24917.72 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3363, pruned_loss=0.1017, over 2468037.63 frames. utt_duration=1223 frames, utt_pad_proportion=0.06606, over 8085.00 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3103, pruned_loss=0.07354, over 2478265.64 frames. utt_duration=374.9 frames, utt_pad_proportion=0.06434, over 26528.03 utterances.], batch size: 97, lr: 7.81e-04
2022-08-21 19:43:54,195 INFO [train.py:927] (4/8) Epoch 3, batch 19400, libri_loss[loss=0.2938, simple_loss=0.3555, pruned_loss=0.1161, over 12399.00 frames. utt_duration=955.5 frames, utt_pad_proportion=0.07506, over 52.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3114, pruned_loss=0.07552, over 2476917.08 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06123, over 23784.87 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3367, pruned_loss=0.1021, over 2468191.46 frames. utt_duration=1223 frames, utt_pad_proportion=0.0651, over 8084.50 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3086, pruned_loss=0.07227, over 2477946.30 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06088, over 25516.22 utterances.], batch size: 52, lr: 7.81e-04
2022-08-21 19:46:00,394 INFO [train.py:927] (4/8) Epoch 3, batch 19450, giga_loss[loss=0.1915, simple_loss=0.2622, pruned_loss=0.06037, over 12382.00 frames. utt_duration=140.7 frames, utt_pad_proportion=0.1723, over 355.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3103, pruned_loss=0.07589, over 2477119.62 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06033, over 23305.46 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3363, pruned_loss=0.1019, over 2468187.40 frames. utt_duration=1227 frames, utt_pad_proportion=0.06338, over 8053.97 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3076, pruned_loss=0.07267, over 2478220.99 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06053, over 25202.82 utterances.], batch size: 355, lr: 7.81e-04
2022-08-21 19:48:06,356 INFO [train.py:927] (4/8) Epoch 3, batch 19500, giga_loss[loss=0.2061, simple_loss=0.3005, pruned_loss=0.05591, over 12340.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03037, over 85.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3098, pruned_loss=0.07514, over 2477520.14 frames. utt_duration=412.6 frames, utt_pad_proportion=0.0622, over 24086.62 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3366, pruned_loss=0.102, over 2468089.46 frames. utt_duration=1229 frames, utt_pad_proportion=0.06267, over 8041.22 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3071, pruned_loss=0.07217, over 2478597.72 frames. utt_duration=385.6 frames, utt_pad_proportion=0.0624, over 25788.91 utterances.], batch size: 85, lr: 7.80e-04
2022-08-21 19:49:59,054 INFO [train.py:927] (4/8) Epoch 3, batch 19550, giga_loss[loss=0.216, simple_loss=0.3081, pruned_loss=0.06191, over 12430.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06839, over 212.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3117, pruned_loss=0.07425, over 2478147.15 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06082, over 23900.86 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3368, pruned_loss=0.1019, over 2468306.04 frames. utt_duration=1232 frames, utt_pad_proportion=0.06183, over 8022.21 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3088, pruned_loss=0.07142, over 2479028.06 frames. utt_duration=388.2 frames, utt_pad_proportion=0.0613, over 25623.51 utterances.], batch size: 212, lr: 7.80e-04
2022-08-21 19:52:09,569 INFO [train.py:927] (4/8) Epoch 3, batch 19600, giga_loss[loss=0.2094, simple_loss=0.2987, pruned_loss=0.06008, over 12385.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0252, over 48.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3115, pruned_loss=0.07363, over 2477895.26 frames. utt_duration=425.5 frames, utt_pad_proportion=0.0597, over 23359.57 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3365, pruned_loss=0.1017, over 2468254.80 frames. utt_duration=1236 frames, utt_pad_proportion=0.06039, over 7995.98 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3088, pruned_loss=0.0708, over 2478922.48 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06058, over 25205.01 utterances.], batch size: 48, lr: 7.80e-04
2022-08-21 19:54:19,866 INFO [train.py:927] (4/8) Epoch 3, batch 19650, giga_loss[loss=0.2317, simple_loss=0.3179, pruned_loss=0.07273, over 12442.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03826, over 37.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3104, pruned_loss=0.07311, over 2477844.69 frames. utt_duration=419 frames, utt_pad_proportion=0.06267, over 23723.58 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3359, pruned_loss=0.1015, over 2468037.01 frames. utt_duration=1241 frames, utt_pad_proportion=0.05904, over 7962.60 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3081, pruned_loss=0.07026, over 2479085.23 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06353, over 25620.57 utterances.], batch size: 37, lr: 7.80e-04
2022-08-21 19:56:25,894 INFO [train.py:927] (4/8) Epoch 3, batch 19700, giga_loss[loss=0.2516, simple_loss=0.3451, pruned_loss=0.07908, over 12389.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04695, over 161.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3121, pruned_loss=0.07455, over 2477502.42 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06299, over 23619.78 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3358, pruned_loss=0.1018, over 2468003.07 frames. utt_duration=1236 frames, utt_pad_proportion=0.05933, over 7994.65 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3093, pruned_loss=0.07072, over 2478994.52 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06362, over 25864.04 utterances.], batch size: 161, lr: 7.79e-04
2022-08-21 19:58:48,394 INFO [train.py:927] (4/8) Epoch 3, batch 19750, giga_loss[loss=0.239, simple_loss=0.3108, pruned_loss=0.08355, over 12448.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03007, over 80.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3136, pruned_loss=0.0744, over 2478080.58 frames. utt_duration=426.1 frames, utt_pad_proportion=0.06124, over 23329.92 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3358, pruned_loss=0.1017, over 2467890.05 frames. utt_duration=1238 frames, utt_pad_proportion=0.05915, over 7983.67 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3113, pruned_loss=0.07131, over 2479380.61 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06192, over 25158.37 utterances.], batch size: 80, lr: 7.79e-04
2022-08-21 20:01:12,105 INFO [train.py:927] (4/8) Epoch 3, batch 19800, libri_loss[loss=0.2596, simple_loss=0.3137, pruned_loss=0.1028, over 12434.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01392, over 40.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3132, pruned_loss=0.0743, over 2478783.51 frames. utt_duration=438.6 frames, utt_pad_proportion=0.05815, over 22664.30 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3369, pruned_loss=0.102, over 2468147.76 frames. utt_duration=1241 frames, utt_pad_proportion=0.05829, over 7964.21 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.31, pruned_loss=0.07117, over 2479765.96 frames. utt_duration=407.7 frames, utt_pad_proportion=0.05916, over 24399.46 utterances.], batch size: 40, lr: 7.79e-04
2022-08-21 20:03:15,278 INFO [train.py:927] (4/8) Epoch 3, batch 19850, giga_loss[loss=0.2455, simple_loss=0.3232, pruned_loss=0.08388, over 12407.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09951, over 257.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3125, pruned_loss=0.07379, over 2478617.14 frames. utt_duration=429.8 frames, utt_pad_proportion=0.05854, over 23131.34 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3365, pruned_loss=0.1019, over 2468005.38 frames. utt_duration=1245 frames, utt_pad_proportion=0.05725, over 7939.39 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3098, pruned_loss=0.07068, over 2479766.93 frames. utt_duration=399.9 frames, utt_pad_proportion=0.0596, over 24874.18 utterances.], batch size: 257, lr: 7.79e-04
2022-08-21 20:05:10,650 INFO [train.py:927] (4/8) Epoch 3, batch 19900, giga_loss[loss=0.2662, simple_loss=0.3424, pruned_loss=0.09503, over 12453.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04769, over 162.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3149, pruned_loss=0.07574, over 2478488.27 frames. utt_duration=432.9 frames, utt_pad_proportion=0.0588, over 22962.86 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3362, pruned_loss=0.1021, over 2468327.45 frames. utt_duration=1236 frames, utt_pad_proportion=0.06012, over 7996.57 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3119, pruned_loss=0.07193, over 2479567.20 frames. utt_duration=398.4 frames, utt_pad_proportion=0.05884, over 24968.87 utterances.], batch size: 162, lr: 7.78e-04
2022-08-21 20:07:04,416 INFO [train.py:927] (4/8) Epoch 3, batch 19950, giga_loss[loss=0.2656, simple_loss=0.3408, pruned_loss=0.09518, over 12429.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05744, over 182.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3129, pruned_loss=0.07508, over 2478004.84 frames. utt_duration=449.2 frames, utt_pad_proportion=0.0585, over 22125.05 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.336, pruned_loss=0.102, over 2468217.59 frames. utt_duration=1230 frames, utt_pad_proportion=0.06303, over 8037.04 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3102, pruned_loss=0.07137, over 2479249.94 frames. utt_duration=412.7 frames, utt_pad_proportion=0.05776, over 24099.13 utterances.], batch size: 182, lr: 7.78e-04
2022-08-21 20:08:58,953 INFO [train.py:927] (4/8) Epoch 3, batch 20000, giga_loss[loss=0.26, simple_loss=0.3338, pruned_loss=0.09312, over 12378.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07569, over 212.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3127, pruned_loss=0.07563, over 2477923.12 frames. utt_duration=434.7 frames, utt_pad_proportion=0.06192, over 22865.42 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3357, pruned_loss=0.1019, over 2468342.80 frames. utt_duration=1223 frames, utt_pad_proportion=0.06562, over 8080.48 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3101, pruned_loss=0.07208, over 2479075.45 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06027, over 24797.28 utterances.], batch size: 212, lr: 7.78e-04
2022-08-21 20:10:43,333 INFO [train.py:927] (4/8) Epoch 3, batch 20050, giga_loss[loss=0.3037, simple_loss=0.3833, pruned_loss=0.112, over 12311.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.0365, over 51.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3212, pruned_loss=0.08073, over 2476722.72 frames. utt_duration=440.7 frames, utt_pad_proportion=0.06352, over 22542.30 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3359, pruned_loss=0.1017, over 2468346.22 frames. utt_duration=1225 frames, utt_pad_proportion=0.0649, over 8072.29 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3188, pruned_loss=0.07774, over 2477751.33 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06232, over 24286.31 utterances.], batch size: 51, lr: 7.77e-04
2022-08-21 20:12:28,581 INFO [train.py:927] (4/8) Epoch 3, batch 20100, giga_loss[loss=0.191, simple_loss=0.2649, pruned_loss=0.05848, over 12151.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04184, over 33.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3226, pruned_loss=0.08147, over 2475273.80 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06178, over 20977.00 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3371, pruned_loss=0.1017, over 2468297.88 frames. utt_duration=1229 frames, utt_pad_proportion=0.0633, over 8042.42 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3192, pruned_loss=0.07848, over 2476366.21 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06139, over 22842.99 utterances.], batch size: 33, lr: 7.77e-04
2022-08-21 20:14:11,837 INFO [train.py:927] (4/8) Epoch 3, batch 20150, libri_loss[loss=0.2771, simple_loss=0.339, pruned_loss=0.1076, over 12317.00 frames. utt_duration=1073 frames, utt_pad_proportion=0.04239, over 46.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3171, pruned_loss=0.08064, over 2475247.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06001, over 20836.74 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3363, pruned_loss=0.1014, over 2468353.69 frames. utt_duration=1233 frames, utt_pad_proportion=0.06211, over 8016.53 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3147, pruned_loss=0.07797, over 2476276.89 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06019, over 22712.63 utterances.], batch size: 46, lr: 7.77e-04
2022-08-21 20:15:54,682 INFO [train.py:927] (4/8) Epoch 3, batch 20200, giga_loss[loss=0.2039, simple_loss=0.2718, pruned_loss=0.068, over 12410.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07226, over 212.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3095, pruned_loss=0.07837, over 2474845.80 frames. utt_duration=479.3 frames, utt_pad_proportion=0.06216, over 20714.26 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3363, pruned_loss=0.1015, over 2468209.11 frames. utt_duration=1222 frames, utt_pad_proportion=0.06593, over 8089.81 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3071, pruned_loss=0.0757, over 2475930.76 frames. utt_duration=444.3 frames, utt_pad_proportion=0.06079, over 22357.46 utterances.], batch size: 212, lr: 7.77e-04
2022-08-21 20:17:36,970 INFO [train.py:927] (4/8) Epoch 3, batch 20250, libri_loss[loss=0.2383, simple_loss=0.304, pruned_loss=0.08625, over 12219.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006882, over 31.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3034, pruned_loss=0.07603, over 2474574.89 frames. utt_duration=499.8 frames, utt_pad_proportion=0.062, over 19858.66 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3365, pruned_loss=0.1016, over 2468216.83 frames. utt_duration=1201 frames, utt_pad_proportion=0.07302, over 8233.85 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3002, pruned_loss=0.07287, over 2475675.02 frames. utt_duration=462.1 frames, utt_pad_proportion=0.05814, over 21495.33 utterances.], batch size: 31, lr: 7.76e-04
2022-08-21 20:19:19,910 INFO [train.py:927] (4/8) Epoch 3, batch 20300, giga_loss[loss=0.1775, simple_loss=0.2551, pruned_loss=0.04997, over 12414.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.0408, over 34.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.2984, pruned_loss=0.0745, over 2473388.85 frames. utt_duration=505.3 frames, utt_pad_proportion=0.0627, over 19635.64 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3353, pruned_loss=0.101, over 2467540.77 frames. utt_duration=1210 frames, utt_pad_proportion=0.07129, over 8165.81 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.2957, pruned_loss=0.07167, over 2475078.42 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06002, over 21376.34 utterances.], batch size: 34, lr: 7.76e-04
2022-08-21 20:21:05,257 INFO [train.py:927] (4/8) Epoch 3, batch 20350, giga_loss[loss=0.1897, simple_loss=0.2681, pruned_loss=0.05572, over 12381.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02734, over 66.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2925, pruned_loss=0.07124, over 2473649.49 frames. utt_duration=517.8 frames, utt_pad_proportion=0.0582, over 19162.75 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3352, pruned_loss=0.1008, over 2467521.51 frames. utt_duration=1215 frames, utt_pad_proportion=0.07027, over 8131.71 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2898, pruned_loss=0.06868, over 2475138.90 frames. utt_duration=477.8 frames, utt_pad_proportion=0.05663, over 20782.56 utterances.], batch size: 66, lr: 7.76e-04
2022-08-21 20:22:48,950 INFO [train.py:927] (4/8) Epoch 3, batch 20400, giga_loss[loss=0.2015, simple_loss=0.2671, pruned_loss=0.06788, over 12480.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02725, over 43.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2882, pruned_loss=0.06942, over 2473705.52 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06168, over 18819.69 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3354, pruned_loss=0.101, over 2467994.30 frames. utt_duration=1216 frames, utt_pad_proportion=0.06885, over 8126.83 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2847, pruned_loss=0.06637, over 2474637.48 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06051, over 20410.94 utterances.], batch size: 43, lr: 7.76e-04
2022-08-21 20:24:32,973 INFO [train.py:927] (4/8) Epoch 3, batch 20450, giga_loss[loss=0.1895, simple_loss=0.2622, pruned_loss=0.05838, over 12367.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03081, over 97.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.282, pruned_loss=0.06658, over 2473104.57 frames. utt_duration=525 frames, utt_pad_proportion=0.06331, over 18895.34 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3355, pruned_loss=0.1011, over 2467975.12 frames. utt_duration=1218 frames, utt_pad_proportion=0.06832, over 8115.58 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2788, pruned_loss=0.06382, over 2473906.69 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06244, over 20248.86 utterances.], batch size: 97, lr: 7.75e-04
2022-08-21 20:26:17,659 INFO [train.py:927] (4/8) Epoch 3, batch 20500, giga_loss[loss=0.2604, simple_loss=0.3271, pruned_loss=0.0968, over 12396.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06338, over 183.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2836, pruned_loss=0.0678, over 2474242.08 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06457, over 19510.63 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3359, pruned_loss=0.1014, over 2468052.92 frames. utt_duration=1205 frames, utt_pad_proportion=0.07175, over 8200.77 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2794, pruned_loss=0.06463, over 2474937.13 frames. utt_duration=478.5 frames, utt_pad_proportion=0.0626, over 20750.83 utterances.], batch size: 183, lr: 7.75e-04
2022-08-21 20:28:01,241 INFO [train.py:927] (4/8) Epoch 3, batch 20550, giga_loss[loss=0.2428, simple_loss=0.3314, pruned_loss=0.07707, over 12365.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02879, over 70.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.2963, pruned_loss=0.0744, over 2474153.00 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06544, over 19004.82 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3369, pruned_loss=0.1017, over 2468352.80 frames. utt_duration=1211 frames, utt_pad_proportion=0.07009, over 8165.21 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2909, pruned_loss=0.07073, over 2474589.88 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06431, over 20332.67 utterances.], batch size: 70, lr: 7.75e-04
2022-08-21 20:29:44,521 INFO [train.py:927] (4/8) Epoch 3, batch 20600, giga_loss[loss=0.2676, simple_loss=0.3337, pruned_loss=0.1008, over 12187.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03226, over 39.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3049, pruned_loss=0.07858, over 2473960.58 frames. utt_duration=541.3 frames, utt_pad_proportion=0.0638, over 18331.59 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3366, pruned_loss=0.1017, over 2468513.18 frames. utt_duration=1211 frames, utt_pad_proportion=0.069, over 8162.45 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.2999, pruned_loss=0.07502, over 2474313.04 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06334, over 19683.94 utterances.], batch size: 39, lr: 7.75e-04
2022-08-21 20:31:28,919 INFO [train.py:927] (4/8) Epoch 3, batch 20650, giga_loss[loss=0.2394, simple_loss=0.3175, pruned_loss=0.08064, over 12339.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03456, over 62.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.308, pruned_loss=0.07871, over 2473847.46 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06489, over 18335.01 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3356, pruned_loss=0.1012, over 2468439.92 frames. utt_duration=1210 frames, utt_pad_proportion=0.06914, over 8167.71 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.304, pruned_loss=0.07568, over 2474339.92 frames. utt_duration=503.8 frames, utt_pad_proportion=0.0644, over 19701.23 utterances.], batch size: 62, lr: 7.74e-04
2022-08-21 20:33:12,898 INFO [train.py:927] (4/8) Epoch 3, batch 20700, giga_loss[loss=0.341, simple_loss=0.3792, pruned_loss=0.1513, over 12362.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3126, pruned_loss=0.08148, over 2473299.84 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06461, over 18689.69 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3354, pruned_loss=0.1011, over 2468146.69 frames. utt_duration=1214 frames, utt_pad_proportion=0.06808, over 8143.55 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3092, pruned_loss=0.07882, over 2474030.81 frames. utt_duration=497 frames, utt_pad_proportion=0.06458, over 19972.55 utterances.], batch size: 258, lr: 7.74e-04
2022-08-21 20:34:54,359 INFO [train.py:927] (4/8) Epoch 3, batch 20750, libri_loss[loss=0.2551, simple_loss=0.3153, pruned_loss=0.09739, over 12223.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006679, over 31.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3169, pruned_loss=0.08384, over 2472890.54 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06214, over 18006.98 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3352, pruned_loss=0.101, over 2468128.22 frames. utt_duration=1220 frames, utt_pad_proportion=0.06686, over 8101.84 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3138, pruned_loss=0.08127, over 2473645.05 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06272, over 19366.05 utterances.], batch size: 31, lr: 7.74e-04
2022-08-21 20:36:34,747 INFO [train.py:927] (4/8) Epoch 3, batch 20800, giga_loss[loss=0.2542, simple_loss=0.3334, pruned_loss=0.0875, over 12399.00 frames. utt_duration=404.6 frames, utt_pad_proportion=0.03903, over 123.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3228, pruned_loss=0.08674, over 2472902.33 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06845, over 18676.27 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3354, pruned_loss=0.1012, over 2468032.56 frames. utt_duration=1211 frames, utt_pad_proportion=0.07065, over 8164.44 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3199, pruned_loss=0.08435, over 2473636.54 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06696, over 19826.99 utterances.], batch size: 123, lr: 7.73e-04
2022-08-21 20:38:20,587 INFO [train.py:927] (4/8) Epoch 3, batch 20850, giga_loss[loss=0.2384, simple_loss=0.3278, pruned_loss=0.07449, over 12378.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.02771, over 51.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3246, pruned_loss=0.0869, over 2472827.02 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06733, over 18093.67 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.335, pruned_loss=0.101, over 2468007.27 frames. utt_duration=1216 frames, utt_pad_proportion=0.06967, over 8129.40 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3225, pruned_loss=0.08493, over 2473548.58 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06655, over 19232.46 utterances.], batch size: 51, lr: 7.73e-04
2022-08-21 20:40:03,922 INFO [train.py:927] (4/8) Epoch 3, batch 20900, giga_loss[loss=0.2352, simple_loss=0.3214, pruned_loss=0.07447, over 12355.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03249, over 51.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.325, pruned_loss=0.08702, over 2472911.28 frames. utt_duration=536.4 frames, utt_pad_proportion=0.06853, over 18492.07 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3351, pruned_loss=0.1012, over 2468405.94 frames. utt_duration=1207 frames, utt_pad_proportion=0.07273, over 8191.51 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3231, pruned_loss=0.08491, over 2473242.26 frames. utt_duration=506.6 frames, utt_pad_proportion=0.0666, over 19585.79 utterances.], batch size: 51, lr: 7.73e-04
2022-08-21 20:41:47,999 INFO [train.py:927] (4/8) Epoch 3, batch 20950, giga_loss[loss=0.2814, simple_loss=0.3396, pruned_loss=0.1116, over 12339.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03045, over 48.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3282, pruned_loss=0.08985, over 2472557.92 frames. utt_duration=564.8 frames, utt_pad_proportion=0.06357, over 17556.74 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3353, pruned_loss=0.1014, over 2468284.07 frames. utt_duration=1209 frames, utt_pad_proportion=0.07171, over 8174.77 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3262, pruned_loss=0.08775, over 2473021.84 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06258, over 18620.84 utterances.], batch size: 48, lr: 7.73e-04
2022-08-21 20:43:33,045 INFO [train.py:927] (4/8) Epoch 3, batch 21000, giga_loss[loss=0.2313, simple_loss=0.2971, pruned_loss=0.08272, over 12382.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04352, over 37.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3286, pruned_loss=0.09139, over 2471831.59 frames. utt_duration=580.3 frames, utt_pad_proportion=0.06055, over 17082.21 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3352, pruned_loss=0.1013, over 2468550.92 frames. utt_duration=1211 frames, utt_pad_proportion=0.07054, over 8161.39 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3271, pruned_loss=0.08962, over 2472057.78 frames. utt_duration=547.8 frames, utt_pad_proportion=0.0603, over 18101.56 utterances.], batch size: 37, lr: 7.72e-04
2022-08-21 20:43:33,046 INFO [train.py:958] (4/8) Computing validation loss
2022-08-21 20:43:46,524 INFO [train.py:967] (4/8) Epoch 3, validation: loss=0.2016, simple_loss=0.3066, pruned_loss=0.04835, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 20:45:28,207 INFO [train.py:927] (4/8) Epoch 3, batch 21050, giga_loss[loss=0.2693, simple_loss=0.3318, pruned_loss=0.1034, over 12411.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07695, over 213.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3274, pruned_loss=0.09158, over 2472384.85 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06269, over 17409.02 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3348, pruned_loss=0.1013, over 2468555.99 frames. utt_duration=1207 frames, utt_pad_proportion=0.07287, over 8193.87 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3263, pruned_loss=0.08975, over 2472651.44 frames. utt_duration=536 frames, utt_pad_proportion=0.06119, over 18502.81 utterances.], batch size: 213, lr: 7.72e-04
2022-08-21 20:47:14,420 INFO [train.py:927] (4/8) Epoch 3, batch 21100, giga_loss[loss=0.2519, simple_loss=0.3237, pruned_loss=0.09006, over 12386.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04687, over 34.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3269, pruned_loss=0.09083, over 2473017.65 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06383, over 17172.54 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.335, pruned_loss=0.1011, over 2468716.39 frames. utt_duration=1212 frames, utt_pad_proportion=0.07099, over 8158.47 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3255, pruned_loss=0.08929, over 2473232.65 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06322, over 18376.61 utterances.], batch size: 34, lr: 7.72e-04
2022-08-21 20:48:58,637 INFO [train.py:927] (4/8) Epoch 3, batch 21150, giga_loss[loss=0.2291, simple_loss=0.2867, pruned_loss=0.08571, over 12387.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1108, over 260.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3219, pruned_loss=0.08811, over 2472917.92 frames. utt_duration=538.9 frames, utt_pad_proportion=0.07056, over 18407.29 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.334, pruned_loss=0.1006, over 2468602.02 frames. utt_duration=1219 frames, utt_pad_proportion=0.06992, over 8107.98 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3215, pruned_loss=0.08711, over 2473300.73 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07017, over 19646.73 utterances.], batch size: 260, lr: 7.72e-04
2022-08-21 20:50:44,212 INFO [train.py:927] (4/8) Epoch 3, batch 21200, giga_loss[loss=0.2164, simple_loss=0.2936, pruned_loss=0.0696, over 12381.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03448, over 122.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3154, pruned_loss=0.08509, over 2473234.75 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06692, over 18610.27 utterances.], libri_tot_loss[loss=0.2672, simple_loss=0.3335, pruned_loss=0.1005, over 2468352.21 frames. utt_duration=1225 frames, utt_pad_proportion=0.0691, over 8070.09 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3153, pruned_loss=0.08415, over 2473836.90 frames. utt_duration=501.1 frames, utt_pad_proportion=0.0671, over 19806.25 utterances.], batch size: 122, lr: 7.71e-04
2022-08-21 20:52:36,863 INFO [train.py:927] (4/8) Epoch 3, batch 21250, giga_loss[loss=0.2106, simple_loss=0.2963, pruned_loss=0.06248, over 12366.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03049, over 51.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3151, pruned_loss=0.08472, over 2473988.42 frames. utt_duration=508.8 frames, utt_pad_proportion=0.07061, over 19508.03 utterances.], libri_tot_loss[loss=0.267, simple_loss=0.3334, pruned_loss=0.1003, over 2468561.48 frames. utt_duration=1228 frames, utt_pad_proportion=0.06841, over 8051.66 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3147, pruned_loss=0.08382, over 2474372.59 frames. utt_duration=480 frames, utt_pad_proportion=0.07084, over 20685.11 utterances.], batch size: 51, lr: 7.71e-04
2022-08-21 20:54:18,870 INFO [train.py:927] (4/8) Epoch 3, batch 21300, libri_loss[loss=0.2569, simple_loss=0.3274, pruned_loss=0.09316, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007259, over 37.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3153, pruned_loss=0.08459, over 2473526.16 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06494, over 18449.35 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3348, pruned_loss=0.1008, over 2468374.79 frames. utt_duration=1235 frames, utt_pad_proportion=0.06621, over 8005.48 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.313, pruned_loss=0.0828, over 2474182.07 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06628, over 19887.31 utterances.], batch size: 37, lr: 7.71e-04
2022-08-21 20:56:00,385 INFO [train.py:927] (4/8) Epoch 3, batch 21350, giga_loss[loss=0.2475, simple_loss=0.3188, pruned_loss=0.0881, over 12376.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06014, over 182.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3123, pruned_loss=0.08363, over 2473348.36 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06265, over 18115.07 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.335, pruned_loss=0.1011, over 2468501.77 frames. utt_duration=1236 frames, utt_pad_proportion=0.0653, over 7995.46 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3099, pruned_loss=0.08154, over 2473863.51 frames. utt_duration=509 frames, utt_pad_proportion=0.06419, over 19496.93 utterances.], batch size: 182, lr: 7.71e-04
2022-08-21 20:57:43,747 INFO [train.py:927] (4/8) Epoch 3, batch 21400, giga_loss[loss=0.2376, simple_loss=0.3013, pruned_loss=0.08695, over 12451.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3089, pruned_loss=0.08221, over 2474437.25 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0608, over 17766.10 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3345, pruned_loss=0.1011, over 2468841.43 frames. utt_duration=1228 frames, utt_pad_proportion=0.06811, over 8050.65 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3066, pruned_loss=0.07989, over 2474737.30 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06107, over 19183.66 utterances.], batch size: 105, lr: 7.70e-04
2022-08-21 20:59:24,631 INFO [train.py:927] (4/8) Epoch 3, batch 21450, giga_loss[loss=0.2415, simple_loss=0.3123, pruned_loss=0.08537, over 12325.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.02899, over 66.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3044, pruned_loss=0.07976, over 2474060.33 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05635, over 16848.61 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.3337, pruned_loss=0.1008, over 2468639.14 frames. utt_duration=1235 frames, utt_pad_proportion=0.0664, over 8005.35 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3023, pruned_loss=0.07756, over 2474662.90 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05746, over 18320.05 utterances.], batch size: 66, lr: 7.70e-04
2022-08-21 21:01:07,041 INFO [train.py:927] (4/8) Epoch 3, batch 21500, giga_loss[loss=0.2513, simple_loss=0.3087, pruned_loss=0.09692, over 12205.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03151, over 39.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3017, pruned_loss=0.07797, over 2474208.65 frames. utt_duration=603.2 frames, utt_pad_proportion=0.05273, over 16448.65 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.3338, pruned_loss=0.1006, over 2468563.83 frames. utt_duration=1239 frames, utt_pad_proportion=0.06558, over 7981.43 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.2992, pruned_loss=0.07586, over 2474883.95 frames. utt_duration=556.4 frames, utt_pad_proportion=0.05413, over 17841.48 utterances.], batch size: 39, lr: 7.70e-04
2022-08-21 21:02:49,420 INFO [train.py:927] (4/8) Epoch 3, batch 21550, libri_loss[loss=0.2776, simple_loss=0.3444, pruned_loss=0.1054, over 12470.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006503, over 37.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3014, pruned_loss=0.07835, over 2474482.96 frames. utt_duration=610.7 frames, utt_pad_proportion=0.05131, over 16248.62 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3348, pruned_loss=0.101, over 2468553.16 frames. utt_duration=1242 frames, utt_pad_proportion=0.06432, over 7962.17 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.2978, pruned_loss=0.07578, over 2475145.51 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05292, over 17563.83 utterances.], batch size: 37, lr: 7.70e-04
2022-08-21 21:04:35,686 INFO [train.py:927] (4/8) Epoch 3, batch 21600, giga_loss[loss=0.2789, simple_loss=0.3473, pruned_loss=0.1053, over 12458.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03345, over 86.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3042, pruned_loss=0.08023, over 2474022.98 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05617, over 16606.28 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3344, pruned_loss=0.1009, over 2468280.61 frames. utt_duration=1246 frames, utt_pad_proportion=0.06314, over 7934.43 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.301, pruned_loss=0.07781, over 2474928.15 frames. utt_duration=555.4 frames, utt_pad_proportion=0.05752, over 17874.14 utterances.], batch size: 86, lr: 7.69e-04
2022-08-21 21:06:18,748 INFO [train.py:927] (4/8) Epoch 3, batch 21650, giga_loss[loss=0.2301, simple_loss=0.2994, pruned_loss=0.08039, over 12440.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03405, over 37.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3108, pruned_loss=0.08483, over 2474749.03 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05817, over 17108.73 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3343, pruned_loss=0.1009, over 2468262.36 frames. utt_duration=1236 frames, utt_pad_proportion=0.06728, over 7999.70 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3081, pruned_loss=0.0827, over 2475542.96 frames. utt_duration=547.6 frames, utt_pad_proportion=0.05727, over 18133.27 utterances.], batch size: 37, lr: 7.69e-04
2022-08-21 21:08:01,748 INFO [train.py:927] (4/8) Epoch 3, batch 21700, giga_loss[loss=0.2601, simple_loss=0.3225, pruned_loss=0.09885, over 12188.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03001, over 39.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3169, pruned_loss=0.08786, over 2474051.29 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06885, over 18003.30 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3351, pruned_loss=0.1019, over 2468338.44 frames. utt_duration=1225 frames, utt_pad_proportion=0.07148, over 8070.79 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3137, pruned_loss=0.08509, over 2474689.04 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06589, over 18870.26 utterances.], batch size: 39, lr: 7.69e-04
2022-08-21 21:09:44,723 INFO [train.py:927] (4/8) Epoch 3, batch 21750, giga_loss[loss=0.2351, simple_loss=0.3238, pruned_loss=0.07322, over 12367.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04577, over 26.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3241, pruned_loss=0.09157, over 2473388.88 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06745, over 17866.76 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3356, pruned_loss=0.1023, over 2468179.09 frames. utt_duration=1228 frames, utt_pad_proportion=0.06977, over 8051.59 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3207, pruned_loss=0.08859, over 2474224.73 frames. utt_duration=525 frames, utt_pad_proportion=0.06579, over 18903.85 utterances.], batch size: 26, lr: 7.69e-04
2022-08-21 21:11:26,790 INFO [train.py:927] (4/8) Epoch 3, batch 21800, giga_loss[loss=0.2236, simple_loss=0.3092, pruned_loss=0.06902, over 12313.00 frames. utt_duration=624.9 frames, utt_pad_proportion=0.02966, over 79.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3211, pruned_loss=0.08771, over 2473450.40 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06118, over 17630.19 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3355, pruned_loss=0.1023, over 2467971.34 frames. utt_duration=1231 frames, utt_pad_proportion=0.06898, over 8031.77 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3182, pruned_loss=0.08511, over 2474391.57 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06042, over 18645.48 utterances.], batch size: 79, lr: 7.68e-04
2022-08-21 21:13:10,374 INFO [train.py:927] (4/8) Epoch 3, batch 21850, giga_loss[loss=0.2691, simple_loss=0.3373, pruned_loss=0.1004, over 12370.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04073, over 113.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.32, pruned_loss=0.08616, over 2473489.99 frames. utt_duration=561.6 frames, utt_pad_proportion=0.0597, over 17663.91 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3354, pruned_loss=0.1023, over 2467697.09 frames. utt_duration=1230 frames, utt_pad_proportion=0.0682, over 8032.28 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3175, pruned_loss=0.08381, over 2474573.44 frames. utt_duration=532.7 frames, utt_pad_proportion=0.05937, over 18634.96 utterances.], batch size: 113, lr: 7.68e-04
2022-08-21 21:14:55,142 INFO [train.py:927] (4/8) Epoch 3, batch 21900, giga_loss[loss=0.2638, simple_loss=0.3299, pruned_loss=0.0988, over 12350.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02925, over 91.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3218, pruned_loss=0.0872, over 2473814.69 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06027, over 17695.04 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3349, pruned_loss=0.1022, over 2467791.60 frames. utt_duration=1238 frames, utt_pad_proportion=0.06651, over 7981.82 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3198, pruned_loss=0.0849, over 2474792.19 frames. utt_duration=527 frames, utt_pad_proportion=0.06057, over 18836.33 utterances.], batch size: 91, lr: 7.68e-04
2022-08-21 21:16:40,243 INFO [train.py:927] (4/8) Epoch 3, batch 21950, giga_loss[loss=0.2517, simple_loss=0.3324, pruned_loss=0.08545, over 12466.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03434, over 86.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3247, pruned_loss=0.08891, over 2474152.51 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06029, over 18053.75 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3352, pruned_loss=0.1021, over 2468003.71 frames. utt_duration=1241 frames, utt_pad_proportion=0.06522, over 7967.33 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3225, pruned_loss=0.08682, over 2474884.37 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06092, over 19189.37 utterances.], batch size: 86, lr: 7.68e-04
2022-08-21 21:18:22,788 INFO [train.py:927] (4/8) Epoch 3, batch 22000, giga_loss[loss=0.2385, simple_loss=0.3215, pruned_loss=0.07773, over 12436.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04707, over 34.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.326, pruned_loss=0.08979, over 2473990.17 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06123, over 17905.95 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3354, pruned_loss=0.102, over 2467894.99 frames. utt_duration=1244 frames, utt_pad_proportion=0.06501, over 7942.72 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3241, pruned_loss=0.08818, over 2474729.00 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06177, over 18919.42 utterances.], batch size: 34, lr: 7.67e-04
2022-08-21 21:20:04,894 INFO [train.py:927] (4/8) Epoch 3, batch 22050, giga_loss[loss=0.2221, simple_loss=0.3029, pruned_loss=0.07065, over 12483.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03423, over 37.00 utterances.], tot_loss[loss=0.252, simple_loss=0.326, pruned_loss=0.08901, over 2474477.68 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06286, over 17454.34 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.335, pruned_loss=0.1018, over 2467891.65 frames. utt_duration=1236 frames, utt_pad_proportion=0.06793, over 7996.01 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3245, pruned_loss=0.08762, over 2475198.27 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06192, over 18423.16 utterances.], batch size: 37, lr: 7.67e-04
2022-08-21 21:21:48,012 INFO [train.py:927] (4/8) Epoch 3, batch 22100, giga_loss[loss=0.234, simple_loss=0.3119, pruned_loss=0.078, over 12380.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04109, over 26.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3268, pruned_loss=0.08926, over 2474800.65 frames. utt_duration=598.4 frames, utt_pad_proportion=0.06145, over 16583.20 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.335, pruned_loss=0.1019, over 2468092.79 frames. utt_duration=1228 frames, utt_pad_proportion=0.06985, over 8051.27 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3252, pruned_loss=0.08733, over 2475510.97 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05979, over 17776.27 utterances.], batch size: 26, lr: 7.67e-04
2022-08-21 21:23:31,253 INFO [train.py:927] (4/8) Epoch 3, batch 22150, giga_loss[loss=0.2322, simple_loss=0.3107, pruned_loss=0.07682, over 12276.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03351, over 28.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3258, pruned_loss=0.08856, over 2474924.30 frames. utt_duration=617.2 frames, utt_pad_proportion=0.05807, over 16077.64 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3349, pruned_loss=0.1019, over 2468066.03 frames. utt_duration=1229 frames, utt_pad_proportion=0.06908, over 8045.27 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3245, pruned_loss=0.08686, over 2475608.98 frames. utt_duration=578 frames, utt_pad_proportion=0.05717, over 17177.94 utterances.], batch size: 28, lr: 7.67e-04
2022-08-21 21:25:15,276 INFO [train.py:927] (4/8) Epoch 3, batch 22200, giga_loss[loss=0.2686, simple_loss=0.3366, pruned_loss=0.1003, over 12456.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03092, over 75.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3249, pruned_loss=0.08843, over 2474634.55 frames. utt_duration=623.6 frames, utt_pad_proportion=0.05902, over 15911.64 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3353, pruned_loss=0.1021, over 2468205.55 frames. utt_duration=1222 frames, utt_pad_proportion=0.06929, over 8087.34 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3233, pruned_loss=0.08663, over 2475167.07 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05802, over 16890.37 utterances.], batch size: 75, lr: 7.66e-04
2022-08-21 21:26:56,234 INFO [train.py:927] (4/8) Epoch 3, batch 22250, giga_loss[loss=0.2537, simple_loss=0.3332, pruned_loss=0.0871, over 12305.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03101, over 28.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3273, pruned_loss=0.08954, over 2473549.94 frames. utt_duration=640.6 frames, utt_pad_proportion=0.0559, over 15482.43 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3367, pruned_loss=0.1024, over 2468217.63 frames. utt_duration=1230 frames, utt_pad_proportion=0.06747, over 8035.67 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3244, pruned_loss=0.08742, over 2474196.21 frames. utt_duration=598 frames, utt_pad_proportion=0.05587, over 16591.31 utterances.], batch size: 28, lr: 7.66e-04
2022-08-21 21:28:37,276 INFO [train.py:927] (4/8) Epoch 3, batch 22300, libri_loss[loss=0.3216, simple_loss=0.377, pruned_loss=0.1331, over 12411.00 frames. utt_duration=411.7 frames, utt_pad_proportion=0.3577, over 121.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3269, pruned_loss=0.08867, over 2472897.09 frames. utt_duration=656.5 frames, utt_pad_proportion=0.05488, over 15102.61 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3359, pruned_loss=0.1019, over 2468622.50 frames. utt_duration=1224 frames, utt_pad_proportion=0.07005, over 8077.24 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3248, pruned_loss=0.08677, over 2473243.72 frames. utt_duration=610.1 frames, utt_pad_proportion=0.05325, over 16255.89 utterances.], batch size: 121, lr: 7.66e-04
2022-08-21 21:30:19,846 INFO [train.py:927] (4/8) Epoch 3, batch 22350, giga_loss[loss=0.2029, simple_loss=0.2895, pruned_loss=0.0581, over 12408.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04041, over 31.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3263, pruned_loss=0.08855, over 2473092.87 frames. utt_duration=645.3 frames, utt_pad_proportion=0.052, over 15364.56 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3357, pruned_loss=0.1018, over 2468490.36 frames. utt_duration=1229 frames, utt_pad_proportion=0.06905, over 8045.86 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3248, pruned_loss=0.08694, over 2473583.99 frames. utt_duration=603.7 frames, utt_pad_proportion=0.0512, over 16430.84 utterances.], batch size: 31, lr: 7.65e-04
2022-08-21 21:32:03,145 INFO [train.py:927] (4/8) Epoch 3, batch 22400, libri_loss[loss=0.2686, simple_loss=0.3424, pruned_loss=0.09742, over 12372.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01011, over 38.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.323, pruned_loss=0.08695, over 2472348.05 frames. utt_duration=666.7 frames, utt_pad_proportion=0.04927, over 14866.54 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3361, pruned_loss=0.1022, over 2468449.90 frames. utt_duration=1228 frames, utt_pad_proportion=0.06783, over 8048.62 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3211, pruned_loss=0.08488, over 2472883.62 frames. utt_duration=623.2 frames, utt_pad_proportion=0.04907, over 15909.99 utterances.], batch size: 38, lr: 7.65e-04
2022-08-21 21:33:44,698 INFO [train.py:927] (4/8) Epoch 3, batch 22450, giga_loss[loss=0.2281, simple_loss=0.2948, pruned_loss=0.08072, over 12329.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02655, over 48.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3202, pruned_loss=0.08601, over 2471281.28 frames. utt_duration=669.9 frames, utt_pad_proportion=0.05161, over 14788.85 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3349, pruned_loss=0.1015, over 2468057.93 frames. utt_duration=1237 frames, utt_pad_proportion=0.06653, over 7992.90 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3193, pruned_loss=0.08454, over 2472162.90 frames. utt_duration=625.3 frames, utt_pad_proportion=0.05166, over 15853.48 utterances.], batch size: 48, lr: 7.65e-04
2022-08-21 21:35:28,098 INFO [train.py:927] (4/8) Epoch 3, batch 22500, giga_loss[loss=0.2136, simple_loss=0.2901, pruned_loss=0.06857, over 12376.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.02858, over 85.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3163, pruned_loss=0.08441, over 2471755.65 frames. utt_duration=656.4 frames, utt_pad_proportion=0.05333, over 15097.64 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3349, pruned_loss=0.1015, over 2468032.64 frames. utt_duration=1237 frames, utt_pad_proportion=0.06626, over 7988.93 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3155, pruned_loss=0.08321, over 2472481.31 frames. utt_duration=621.1 frames, utt_pad_proportion=0.05336, over 15962.89 utterances.], batch size: 85, lr: 7.65e-04
2022-08-21 21:37:09,252 INFO [train.py:927] (4/8) Epoch 3, batch 22550, giga_loss[loss=0.2853, simple_loss=0.3434, pruned_loss=0.1136, over 12364.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1939, over 367.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3137, pruned_loss=0.08373, over 2471163.32 frames. utt_duration=624.2 frames, utt_pad_proportion=0.05766, over 15874.34 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3354, pruned_loss=0.1016, over 2468030.55 frames. utt_duration=1240 frames, utt_pad_proportion=0.0655, over 7972.21 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3123, pruned_loss=0.08246, over 2471762.24 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05774, over 16669.19 utterances.], batch size: 367, lr: 7.64e-04
2022-08-21 21:38:47,147 INFO [train.py:927] (4/8) Epoch 3, batch 22600, giga_loss[loss=0.2903, simple_loss=0.3483, pruned_loss=0.1162, over 12347.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1954, over 365.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3137, pruned_loss=0.0834, over 2472006.94 frames. utt_duration=608.5 frames, utt_pad_proportion=0.06057, over 16289.90 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3349, pruned_loss=0.1012, over 2467991.68 frames. utt_duration=1246 frames, utt_pad_proportion=0.06355, over 7934.88 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3123, pruned_loss=0.08211, over 2472645.35 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06112, over 17228.51 utterances.], batch size: 365, lr: 7.64e-04
2022-08-21 21:40:27,363 INFO [train.py:927] (4/8) Epoch 3, batch 22650, giga_loss[loss=0.2399, simple_loss=0.3235, pruned_loss=0.0782, over 12410.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3151, pruned_loss=0.08387, over 2471734.99 frames. utt_duration=584.8 frames, utt_pad_proportion=0.06118, over 16951.47 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3345, pruned_loss=0.1008, over 2468052.10 frames. utt_duration=1246 frames, utt_pad_proportion=0.06277, over 7930.07 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3139, pruned_loss=0.08267, over 2472293.98 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06187, over 17952.11 utterances.], batch size: 146, lr: 7.64e-04
2022-08-21 21:42:08,410 INFO [train.py:927] (4/8) Epoch 3, batch 22700, giga_loss[loss=0.2486, simple_loss=0.3265, pruned_loss=0.08538, over 12418.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06833, over 212.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3157, pruned_loss=0.0838, over 2472048.32 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06634, over 18254.74 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3345, pruned_loss=0.1011, over 2467980.62 frames. utt_duration=1249 frames, utt_pad_proportion=0.0621, over 7913.16 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3144, pruned_loss=0.08237, over 2472628.07 frames. utt_duration=517 frames, utt_pad_proportion=0.06684, over 19185.54 utterances.], batch size: 212, lr: 7.64e-04
2022-08-21 21:43:48,019 INFO [train.py:927] (4/8) Epoch 3, batch 22750, giga_loss[loss=0.2086, simple_loss=0.2873, pruned_loss=0.06493, over 12400.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04506, over 26.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3176, pruned_loss=0.08404, over 2473103.87 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06342, over 17794.51 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3365, pruned_loss=0.1018, over 2468003.46 frames. utt_duration=1237 frames, utt_pad_proportion=0.06625, over 7991.99 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3143, pruned_loss=0.08185, over 2473658.67 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06227, over 18696.97 utterances.], batch size: 26, lr: 7.63e-04
2022-08-21 21:45:29,404 INFO [train.py:927] (4/8) Epoch 3, batch 22800, giga_loss[loss=0.2266, simple_loss=0.3098, pruned_loss=0.07174, over 12358.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02887, over 91.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3177, pruned_loss=0.08427, over 2472872.35 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06376, over 17845.62 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3365, pruned_loss=0.102, over 2467824.14 frames. utt_duration=1241 frames, utt_pad_proportion=0.06529, over 7966.41 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3147, pruned_loss=0.08207, over 2473541.05 frames. utt_duration=528.9 frames, utt_pad_proportion=0.0632, over 18760.43 utterances.], batch size: 91, lr: 7.63e-04
2022-08-21 21:47:11,507 INFO [train.py:927] (4/8) Epoch 3, batch 22850, giga_loss[loss=0.2287, simple_loss=0.3082, pruned_loss=0.07459, over 12158.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04022, over 33.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3199, pruned_loss=0.08548, over 2472020.41 frames. utt_duration=584.8 frames, utt_pad_proportion=0.06124, over 16953.19 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3362, pruned_loss=0.1018, over 2467876.57 frames. utt_duration=1238 frames, utt_pad_proportion=0.06452, over 7980.59 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3172, pruned_loss=0.0833, over 2472668.97 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06112, over 17961.39 utterances.], batch size: 33, lr: 7.63e-04
2022-08-21 21:48:51,532 INFO [train.py:927] (4/8) Epoch 3, batch 22900, giga_loss[loss=0.2383, simple_loss=0.3127, pruned_loss=0.0819, over 12459.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04292, over 34.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3212, pruned_loss=0.08599, over 2472662.17 frames. utt_duration=584 frames, utt_pad_proportion=0.06229, over 16980.83 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3368, pruned_loss=0.1024, over 2468122.85 frames. utt_duration=1229 frames, utt_pad_proportion=0.06779, over 8039.89 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3181, pruned_loss=0.08341, over 2473062.36 frames. utt_duration=553 frames, utt_pad_proportion=0.06073, over 17938.06 utterances.], batch size: 34, lr: 7.63e-04
2022-08-21 21:50:34,060 INFO [train.py:927] (4/8) Epoch 3, batch 22950, giga_loss[loss=0.2508, simple_loss=0.3168, pruned_loss=0.09242, over 12135.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04213, over 33.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3207, pruned_loss=0.08567, over 2473037.48 frames. utt_duration=611.1 frames, utt_pad_proportion=0.0579, over 16227.57 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3361, pruned_loss=0.1021, over 2468325.64 frames. utt_duration=1235 frames, utt_pad_proportion=0.06606, over 8002.62 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3183, pruned_loss=0.08322, over 2473341.60 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05746, over 17345.89 utterances.], batch size: 33, lr: 7.62e-04
2022-08-21 21:52:16,183 INFO [train.py:927] (4/8) Epoch 3, batch 23000, giga_loss[loss=0.2013, simple_loss=0.2759, pruned_loss=0.0634, over 12401.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04462, over 26.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3191, pruned_loss=0.08464, over 2473408.12 frames. utt_duration=609.4 frames, utt_pad_proportion=0.05846, over 16275.30 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.336, pruned_loss=0.102, over 2468420.86 frames. utt_duration=1226 frames, utt_pad_proportion=0.06897, over 8062.76 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3169, pruned_loss=0.08234, over 2473688.19 frames. utt_duration=572.6 frames, utt_pad_proportion=0.0567, over 17326.97 utterances.], batch size: 26, lr: 7.62e-04
2022-08-21 21:53:55,751 INFO [train.py:927] (4/8) Epoch 3, batch 23050, giga_loss[loss=0.2684, simple_loss=0.3291, pruned_loss=0.1038, over 12400.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03342, over 80.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3175, pruned_loss=0.084, over 2473606.51 frames. utt_duration=608.8 frames, utt_pad_proportion=0.05883, over 16293.35 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3364, pruned_loss=0.1022, over 2468426.11 frames. utt_duration=1217 frames, utt_pad_proportion=0.07137, over 8120.15 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3149, pruned_loss=0.08154, over 2473967.03 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05615, over 17298.39 utterances.], batch size: 80, lr: 7.62e-04
2022-08-21 21:55:35,496 INFO [train.py:927] (4/8) Epoch 3, batch 23100, giga_loss[loss=0.238, simple_loss=0.3271, pruned_loss=0.07446, over 12440.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03042, over 80.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3184, pruned_loss=0.08371, over 2473769.73 frames. utt_duration=605.4 frames, utt_pad_proportion=0.05653, over 16386.92 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3369, pruned_loss=0.103, over 2468371.38 frames. utt_duration=1207 frames, utt_pad_proportion=0.07457, over 8189.62 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3157, pruned_loss=0.08081, over 2474181.32 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05313, over 17239.12 utterances.], batch size: 80, lr: 7.62e-04
2022-08-21 21:57:16,299 INFO [train.py:927] (4/8) Epoch 3, batch 23150, giga_loss[loss=0.2858, simple_loss=0.3563, pruned_loss=0.1076, over 12450.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.0364, over 133.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3183, pruned_loss=0.08342, over 2474164.84 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05363, over 16687.33 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3372, pruned_loss=0.103, over 2468526.41 frames. utt_duration=1210 frames, utt_pad_proportion=0.07403, over 8173.77 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3157, pruned_loss=0.08093, over 2474392.86 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05128, over 17451.60 utterances.], batch size: 133, lr: 7.61e-04
2022-08-21 21:58:57,106 INFO [train.py:927] (4/8) Epoch 3, batch 23200, giga_loss[loss=0.2614, simple_loss=0.3292, pruned_loss=0.09686, over 12442.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03807, over 123.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.317, pruned_loss=0.08418, over 2474708.60 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05127, over 16610.64 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3373, pruned_loss=0.103, over 2468806.56 frames. utt_duration=1213 frames, utt_pad_proportion=0.0728, over 8151.73 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3143, pruned_loss=0.08171, over 2474760.06 frames. utt_duration=569.4 frames, utt_pad_proportion=0.04981, over 17429.82 utterances.], batch size: 123, lr: 7.61e-04
2022-08-21 22:00:45,035 INFO [train.py:927] (4/8) Epoch 3, batch 23250, giga_loss[loss=0.326, simple_loss=0.3652, pruned_loss=0.1434, over 12367.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.0949, over 255.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3151, pruned_loss=0.08409, over 2474659.48 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05279, over 17335.21 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3372, pruned_loss=0.1029, over 2468733.31 frames. utt_duration=1212 frames, utt_pad_proportion=0.07235, over 8155.72 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3127, pruned_loss=0.08187, over 2474886.21 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05161, over 18142.19 utterances.], batch size: 255, lr: 7.61e-04
2022-08-21 22:02:26,111 INFO [train.py:927] (4/8) Epoch 3, batch 23300, giga_loss[loss=0.2335, simple_loss=0.3128, pruned_loss=0.07709, over 12457.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03368, over 86.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3115, pruned_loss=0.08206, over 2474223.26 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05275, over 16796.40 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3376, pruned_loss=0.1031, over 2468901.42 frames. utt_duration=1217 frames, utt_pad_proportion=0.07102, over 8128.07 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3085, pruned_loss=0.07964, over 2474369.32 frames. utt_duration=561.3 frames, utt_pad_proportion=0.0522, over 17679.75 utterances.], batch size: 86, lr: 7.61e-04
2022-08-21 22:04:07,803 INFO [train.py:927] (4/8) Epoch 3, batch 23350, giga_loss[loss=0.2446, simple_loss=0.3209, pruned_loss=0.08418, over 12450.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.0301, over 55.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3078, pruned_loss=0.08027, over 2473759.33 frames. utt_duration=609.1 frames, utt_pad_proportion=0.05018, over 16285.01 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3372, pruned_loss=0.1027, over 2468644.46 frames. utt_duration=1223 frames, utt_pad_proportion=0.06949, over 8083.05 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.305, pruned_loss=0.07803, over 2474287.08 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05025, over 17297.84 utterances.], batch size: 55, lr: 7.60e-04
2022-08-21 22:05:48,056 INFO [train.py:927] (4/8) Epoch 3, batch 23400, giga_loss[loss=0.2642, simple_loss=0.3404, pruned_loss=0.09398, over 12380.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06467, over 183.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3104, pruned_loss=0.08169, over 2473774.00 frames. utt_duration=591.4 frames, utt_pad_proportion=0.05094, over 16774.43 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3371, pruned_loss=0.1027, over 2468398.27 frames. utt_duration=1226 frames, utt_pad_proportion=0.06868, over 8065.89 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3079, pruned_loss=0.07965, over 2474486.25 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05119, over 17699.14 utterances.], batch size: 183, lr: 7.60e-04
2022-08-21 22:07:29,392 INFO [train.py:927] (4/8) Epoch 3, batch 23450, giga_loss[loss=0.2402, simple_loss=0.3156, pruned_loss=0.08239, over 12264.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02877, over 42.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3136, pruned_loss=0.08266, over 2473602.72 frames. utt_duration=581.2 frames, utt_pad_proportion=0.0524, over 17068.70 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3375, pruned_loss=0.103, over 2468449.59 frames. utt_duration=1212 frames, utt_pad_proportion=0.07213, over 8159.66 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3108, pruned_loss=0.08036, over 2474218.99 frames. utt_duration=555 frames, utt_pad_proportion=0.05081, over 17879.46 utterances.], batch size: 42, lr: 7.60e-04
2022-08-21 22:09:12,144 INFO [train.py:927] (4/8) Epoch 3, batch 23500, giga_loss[loss=0.3128, simple_loss=0.3712, pruned_loss=0.1272, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03675, over 105.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3165, pruned_loss=0.08423, over 2473769.11 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05467, over 17416.37 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3375, pruned_loss=0.1028, over 2468449.84 frames. utt_duration=1215 frames, utt_pad_proportion=0.07134, over 8136.40 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.314, pruned_loss=0.08229, over 2474326.38 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05356, over 18195.30 utterances.], batch size: 105, lr: 7.60e-04
2022-08-21 22:11:01,159 INFO [train.py:927] (4/8) Epoch 3, batch 23550, giga_loss[loss=0.279, simple_loss=0.35, pruned_loss=0.104, over 12361.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03153, over 97.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.324, pruned_loss=0.09028, over 2473907.98 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05569, over 17301.57 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3377, pruned_loss=0.103, over 2468469.02 frames. utt_duration=1219 frames, utt_pad_proportion=0.06953, over 8106.74 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3211, pruned_loss=0.08802, over 2474517.88 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05521, over 18275.85 utterances.], batch size: 97, lr: 7.59e-04
2022-08-21 22:12:43,954 INFO [train.py:927] (4/8) Epoch 3, batch 23600, giga_loss[loss=0.316, simple_loss=0.3778, pruned_loss=0.1271, over 12390.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02954, over 97.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3313, pruned_loss=0.0961, over 2473992.39 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06234, over 18434.74 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3369, pruned_loss=0.1026, over 2468629.04 frames. utt_duration=1224 frames, utt_pad_proportion=0.06797, over 8075.05 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3294, pruned_loss=0.09438, over 2474475.38 frames. utt_duration=509 frames, utt_pad_proportion=0.06212, over 19500.94 utterances.], batch size: 97, lr: 7.59e-04
2022-08-21 22:14:30,814 INFO [train.py:927] (4/8) Epoch 3, batch 23650, giga_loss[loss=0.2907, simple_loss=0.359, pruned_loss=0.1112, over 12380.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03492, over 122.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.338, pruned_loss=0.1015, over 2474287.83 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06203, over 18327.19 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3371, pruned_loss=0.1028, over 2468733.09 frames. utt_duration=1223 frames, utt_pad_proportion=0.06777, over 8081.61 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3363, pruned_loss=0.09984, over 2474675.31 frames. utt_duration=513.4 frames, utt_pad_proportion=0.0619, over 19337.64 utterances.], batch size: 122, lr: 7.59e-04
2022-08-21 22:16:16,649 INFO [train.py:927] (4/8) Epoch 3, batch 23700, giga_loss[loss=0.3315, simple_loss=0.3816, pruned_loss=0.1407, over 12322.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.02941, over 58.00 utterances.], tot_loss[loss=0.2782, simple_loss=0.3435, pruned_loss=0.1065, over 2474648.67 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06358, over 18915.69 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3373, pruned_loss=0.1029, over 2469092.30 frames. utt_duration=1227 frames, utt_pad_proportion=0.06676, over 8062.04 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.342, pruned_loss=0.1051, over 2474752.42 frames. utt_duration=498.9 frames, utt_pad_proportion=0.0637, over 19900.29 utterances.], batch size: 58, lr: 7.59e-04
2022-08-21 22:18:02,338 INFO [train.py:927] (4/8) Epoch 3, batch 23750, giga_loss[loss=0.4381, simple_loss=0.4477, pruned_loss=0.2142, over 12390.00 frames. utt_duration=191.4 frames, utt_pad_proportion=0.114, over 261.00 utterances.], tot_loss[loss=0.287, simple_loss=0.3493, pruned_loss=0.1124, over 2474934.16 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06337, over 20050.92 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3368, pruned_loss=0.1026, over 2468897.82 frames. utt_duration=1229 frames, utt_pad_proportion=0.06614, over 8047.70 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3487, pruned_loss=0.1117, over 2475357.48 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06362, over 21151.78 utterances.], batch size: 261, lr: 7.58e-04
2022-08-21 22:19:52,771 INFO [train.py:927] (4/8) Epoch 3, batch 23800, libri_loss[loss=0.2385, simple_loss=0.307, pruned_loss=0.08497, over 12353.00 frames. utt_duration=1831 frames, utt_pad_proportion=0.03758, over 27.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.3543, pruned_loss=0.117, over 2475081.32 frames. utt_duration=466.7 frames, utt_pad_proportion=0.06911, over 21279.11 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3368, pruned_loss=0.1025, over 2469003.23 frames. utt_duration=1226 frames, utt_pad_proportion=0.06633, over 8063.77 utterances.], giga_tot_loss[loss=0.2941, simple_loss=0.3543, pruned_loss=0.1169, over 2475513.76 frames. utt_duration=441.7 frames, utt_pad_proportion=0.06902, over 22494.51 utterances.], batch size: 27, lr: 7.58e-04
2022-08-21 22:21:41,829 INFO [train.py:927] (4/8) Epoch 3, batch 23850, giga_loss[loss=0.3197, simple_loss=0.3742, pruned_loss=0.1326, over 12423.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06169, over 183.00 utterances.], tot_loss[loss=0.2933, simple_loss=0.3531, pruned_loss=0.1168, over 2475923.14 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07151, over 21482.21 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3366, pruned_loss=0.1024, over 2469081.29 frames. utt_duration=1226 frames, utt_pad_proportion=0.06609, over 8068.58 utterances.], giga_tot_loss[loss=0.2938, simple_loss=0.3536, pruned_loss=0.117, over 2476316.95 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07143, over 22673.51 utterances.], batch size: 183, lr: 7.58e-04
2022-08-21 22:23:25,940 INFO [train.py:927] (4/8) Epoch 3, batch 23900, giga_loss[loss=0.3158, simple_loss=0.3708, pruned_loss=0.1304, over 12393.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07352, over 212.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3518, pruned_loss=0.1157, over 2476277.69 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07596, over 21546.22 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3353, pruned_loss=0.1019, over 2469308.13 frames. utt_duration=1236 frames, utt_pad_proportion=0.06409, over 8004.00 utterances.], giga_tot_loss[loss=0.294, simple_loss=0.3541, pruned_loss=0.1169, over 2476672.96 frames. utt_duration=429.3 frames, utt_pad_proportion=0.0763, over 23152.87 utterances.], batch size: 212, lr: 7.58e-04
2022-08-21 22:25:11,939 INFO [train.py:927] (4/8) Epoch 3, batch 23950, giga_loss[loss=0.2352, simple_loss=0.3274, pruned_loss=0.07151, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02769, over 45.00 utterances.], tot_loss[loss=0.2929, simple_loss=0.3533, pruned_loss=0.1162, over 2475552.83 frames. utt_duration=445.4 frames, utt_pad_proportion=0.077, over 22305.74 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3353, pruned_loss=0.1019, over 2469308.13 frames. utt_duration=1236 frames, utt_pad_proportion=0.06409, over 8004.00 utterances.], giga_tot_loss[loss=0.2948, simple_loss=0.3551, pruned_loss=0.1172, over 2475860.47 frames. utt_duration=421.9 frames, utt_pad_proportion=0.0772, over 23556.22 utterances.], batch size: 45, lr: 7.58e-04
2022-08-21 22:27:01,496 INFO [train.py:927] (4/8) Epoch 3, batch 24000, giga_loss[loss=0.2571, simple_loss=0.3376, pruned_loss=0.08832, over 12449.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03156, over 75.00 utterances.], tot_loss[loss=0.2913, simple_loss=0.3531, pruned_loss=0.1147, over 2474553.78 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07872, over 22445.38 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3351, pruned_loss=0.1018, over 2469368.71 frames. utt_duration=1240 frames, utt_pad_proportion=0.06281, over 7976.46 utterances.], giga_tot_loss[loss=0.2936, simple_loss=0.3553, pruned_loss=0.116, over 2474939.88 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07931, over 23931.30 utterances.], batch size: 75, lr: 7.57e-04
2022-08-21 22:27:01,497 INFO [train.py:958] (4/8) Computing validation loss
2022-08-21 22:27:15,514 INFO [train.py:967] (4/8) Epoch 3, validation: loss=0.1984, simple_loss=0.3059, pruned_loss=0.04552, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 22:29:01,572 INFO [train.py:927] (4/8) Epoch 3, batch 24050, giga_loss[loss=0.286, simple_loss=0.3446, pruned_loss=0.1137, over 12374.00 frames. utt_duration=620.1 frames, utt_pad_proportion=0.03554, over 80.00 utterances.], tot_loss[loss=0.287, simple_loss=0.3499, pruned_loss=0.1121, over 2474316.78 frames. utt_duration=441 frames, utt_pad_proportion=0.07859, over 22514.84 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3351, pruned_loss=0.1019, over 2469199.05 frames. utt_duration=1241 frames, utt_pad_proportion=0.06233, over 7970.69 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3518, pruned_loss=0.1131, over 2474805.71 frames. utt_duration=417.2 frames, utt_pad_proportion=0.07922, over 23808.66 utterances.], batch size: 80, lr: 7.57e-04
2022-08-21 22:30:46,266 INFO [train.py:927] (4/8) Epoch 3, batch 24100, giga_loss[loss=0.3347, simple_loss=0.3857, pruned_loss=0.1419, over 12379.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04166, over 133.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.348, pruned_loss=0.1099, over 2474558.79 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07377, over 21876.72 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3346, pruned_loss=0.1015, over 2468577.23 frames. utt_duration=1246 frames, utt_pad_proportion=0.06147, over 7937.48 utterances.], giga_tot_loss[loss=0.2864, simple_loss=0.3502, pruned_loss=0.1113, over 2475586.05 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07488, over 23190.85 utterances.], batch size: 133, lr: 7.57e-04
2022-08-21 22:32:44,612 INFO [train.py:927] (4/8) Epoch 3, batch 24150, giga_loss[loss=0.2501, simple_loss=0.3355, pruned_loss=0.08234, over 12221.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03303, over 45.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.3466, pruned_loss=0.108, over 2474560.17 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06913, over 21644.41 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3344, pruned_loss=0.1013, over 2468340.52 frames. utt_duration=1249 frames, utt_pad_proportion=0.0608, over 7914.51 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3487, pruned_loss=0.1094, over 2475633.24 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07049, over 22872.18 utterances.], batch size: 45, lr: 7.57e-04
2022-08-21 22:34:30,204 INFO [train.py:927] (4/8) Epoch 3, batch 24200, giga_loss[loss=0.2955, simple_loss=0.3425, pruned_loss=0.1243, over 12485.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03195, over 43.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.3482, pruned_loss=0.1072, over 2475064.04 frames. utt_duration=460.8 frames, utt_pad_proportion=0.06996, over 21552.34 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3348, pruned_loss=0.1015, over 2468437.09 frames. utt_duration=1237 frames, utt_pad_proportion=0.06469, over 7994.36 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3495, pruned_loss=0.1081, over 2475876.92 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0698, over 22568.33 utterances.], batch size: 43, lr: 7.56e-04
2022-08-21 22:36:18,635 INFO [train.py:927] (4/8) Epoch 3, batch 24250, giga_loss[loss=0.272, simple_loss=0.339, pruned_loss=0.1025, over 12394.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.04124, over 105.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3479, pruned_loss=0.1067, over 2475044.42 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06707, over 20378.37 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3352, pruned_loss=0.1016, over 2468435.72 frames. utt_duration=1243 frames, utt_pad_proportion=0.06295, over 7954.20 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.349, pruned_loss=0.1076, over 2475912.05 frames. utt_duration=458.6 frames, utt_pad_proportion=0.06772, over 21664.04 utterances.], batch size: 105, lr: 7.56e-04
2022-08-21 22:38:01,568 INFO [train.py:927] (4/8) Epoch 3, batch 24300, giga_loss[loss=0.3047, simple_loss=0.3584, pruned_loss=0.1255, over 12404.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3441, pruned_loss=0.1052, over 2474948.65 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06466, over 19530.75 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3343, pruned_loss=0.1011, over 2468439.15 frames. utt_duration=1247 frames, utt_pad_proportion=0.06167, over 7926.01 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3464, pruned_loss=0.1065, over 2475933.86 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06588, over 21108.13 utterances.], batch size: 146, lr: 7.56e-04
2022-08-21 22:39:50,852 INFO [train.py:927] (4/8) Epoch 3, batch 24350, giga_loss[loss=0.2355, simple_loss=0.3201, pruned_loss=0.07545, over 12343.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03341, over 97.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.3426, pruned_loss=0.1035, over 2475480.40 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06321, over 19200.83 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3344, pruned_loss=0.1011, over 2468511.89 frames. utt_duration=1248 frames, utt_pad_proportion=0.06118, over 7921.78 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3444, pruned_loss=0.1046, over 2476246.68 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06445, over 20540.67 utterances.], batch size: 97, lr: 7.56e-04
2022-08-21 22:41:36,341 INFO [train.py:927] (4/8) Epoch 3, batch 24400, giga_loss[loss=0.2816, simple_loss=0.3541, pruned_loss=0.1045, over 12339.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3426, pruned_loss=0.1024, over 2474908.63 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06227, over 19170.53 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3348, pruned_loss=0.1012, over 2468183.16 frames. utt_duration=1250 frames, utt_pad_proportion=0.06049, over 7906.03 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.3437, pruned_loss=0.1033, over 2475911.96 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06356, over 20400.33 utterances.], batch size: 62, lr: 7.55e-04
2022-08-21 22:43:22,117 INFO [train.py:927] (4/8) Epoch 3, batch 24450, libri_loss[loss=0.2729, simple_loss=0.3349, pruned_loss=0.1054, over 12319.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006265, over 36.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3415, pruned_loss=0.1023, over 2474301.79 frames. utt_duration=516.1 frames, utt_pad_proportion=0.0651, over 19232.28 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3346, pruned_loss=0.1008, over 2467708.06 frames. utt_duration=1251 frames, utt_pad_proportion=0.05953, over 7897.85 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.343, pruned_loss=0.1034, over 2475819.91 frames. utt_duration=479.7 frames, utt_pad_proportion=0.06635, over 20708.26 utterances.], batch size: 36, lr: 7.55e-04
2022-08-21 22:45:10,490 INFO [train.py:927] (4/8) Epoch 3, batch 24500, giga_loss[loss=0.2873, simple_loss=0.3485, pruned_loss=0.1131, over 12351.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03064, over 58.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3397, pruned_loss=0.1024, over 2474285.28 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06603, over 19242.58 utterances.], libri_tot_loss[loss=0.2679, simple_loss=0.3344, pruned_loss=0.1007, over 2467711.58 frames. utt_duration=1253 frames, utt_pad_proportion=0.0591, over 7884.92 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3411, pruned_loss=0.1033, over 2475526.97 frames. utt_duration=484 frames, utt_pad_proportion=0.06714, over 20522.13 utterances.], batch size: 58, lr: 7.55e-04
2022-08-21 22:46:56,356 INFO [train.py:927] (4/8) Epoch 3, batch 24550, giga_loss[loss=0.2431, simple_loss=0.3232, pruned_loss=0.08154, over 12405.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03297, over 80.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3372, pruned_loss=0.1017, over 2474290.03 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06945, over 19091.61 utterances.], libri_tot_loss[loss=0.2677, simple_loss=0.3342, pruned_loss=0.1007, over 2467682.80 frames. utt_duration=1258 frames, utt_pad_proportion=0.05725, over 7856.58 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3387, pruned_loss=0.1025, over 2475584.88 frames. utt_duration=481.9 frames, utt_pad_proportion=0.0709, over 20611.38 utterances.], batch size: 80, lr: 7.55e-04
2022-08-21 22:48:42,185 INFO [train.py:927] (4/8) Epoch 3, batch 24600, giga_loss[loss=0.2699, simple_loss=0.3448, pruned_loss=0.09756, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02329, over 48.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3365, pruned_loss=0.1015, over 2473944.46 frames. utt_duration=511.7 frames, utt_pad_proportion=0.07174, over 19391.69 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.3341, pruned_loss=0.1005, over 2467459.58 frames. utt_duration=1263 frames, utt_pad_proportion=0.05612, over 7823.21 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3379, pruned_loss=0.1023, over 2475380.36 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07324, over 20962.43 utterances.], batch size: 48, lr: 7.54e-04
2022-08-21 22:50:26,818 INFO [train.py:927] (4/8) Epoch 3, batch 24650, giga_loss[loss=0.3236, simple_loss=0.357, pruned_loss=0.1451, over 12357.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2041, over 369.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3374, pruned_loss=0.1012, over 2474579.69 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06967, over 18994.85 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3342, pruned_loss=0.1007, over 2468022.56 frames. utt_duration=1253 frames, utt_pad_proportion=0.05921, over 7888.80 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3384, pruned_loss=0.1017, over 2475434.52 frames. utt_duration=483 frames, utt_pad_proportion=0.06998, over 20562.44 utterances.], batch size: 369, lr: 7.54e-04
2022-08-21 22:52:11,778 INFO [train.py:927] (4/8) Epoch 3, batch 24700, giga_loss[loss=0.246, simple_loss=0.3235, pruned_loss=0.08426, over 12372.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02788, over 48.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3371, pruned_loss=0.1007, over 2473634.52 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06963, over 18879.69 utterances.], libri_tot_loss[loss=0.2677, simple_loss=0.3341, pruned_loss=0.1007, over 2467804.77 frames. utt_duration=1255 frames, utt_pad_proportion=0.05879, over 7872.94 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3381, pruned_loss=0.1011, over 2474571.12 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07008, over 20232.73 utterances.], batch size: 48, lr: 7.54e-04
2022-08-21 22:54:00,573 INFO [train.py:927] (4/8) Epoch 3, batch 24750, giga_loss[loss=0.2622, simple_loss=0.324, pruned_loss=0.1002, over 12400.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03451, over 40.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3399, pruned_loss=0.1029, over 2474240.00 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06903, over 19181.10 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3345, pruned_loss=0.1008, over 2467772.75 frames. utt_duration=1256 frames, utt_pad_proportion=0.05856, over 7869.58 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3403, pruned_loss=0.1031, over 2475027.37 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06951, over 20291.38 utterances.], batch size: 40, lr: 7.54e-04
2022-08-21 22:55:44,950 INFO [train.py:927] (4/8) Epoch 3, batch 24800, giga_loss[loss=0.2479, simple_loss=0.3138, pruned_loss=0.09101, over 12441.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03667, over 43.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.3424, pruned_loss=0.1061, over 2473936.55 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07946, over 20371.39 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3348, pruned_loss=0.1006, over 2467673.83 frames. utt_duration=1248 frames, utt_pad_proportion=0.0616, over 7919.19 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3429, pruned_loss=0.1066, over 2474894.16 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07846, over 21656.45 utterances.], batch size: 43, lr: 7.53e-04
2022-08-21 22:57:29,782 INFO [train.py:927] (4/8) Epoch 3, batch 24850, giga_loss[loss=0.2916, simple_loss=0.3477, pruned_loss=0.1177, over 12377.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.0458, over 146.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3417, pruned_loss=0.1064, over 2474081.94 frames. utt_duration=474.9 frames, utt_pad_proportion=0.08133, over 20902.67 utterances.], libri_tot_loss[loss=0.267, simple_loss=0.3339, pruned_loss=0.1001, over 2467973.58 frames. utt_duration=1253 frames, utt_pad_proportion=0.06002, over 7888.46 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3431, pruned_loss=0.1075, over 2474769.41 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08106, over 22362.50 utterances.], batch size: 146, lr: 7.53e-04
2022-08-21 22:59:12,738 INFO [train.py:927] (4/8) Epoch 3, batch 24900, giga_loss[loss=0.2586, simple_loss=0.3405, pruned_loss=0.08836, over 12374.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02648, over 66.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3397, pruned_loss=0.1036, over 2474044.11 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07754, over 19996.19 utterances.], libri_tot_loss[loss=0.2665, simple_loss=0.3332, pruned_loss=0.09993, over 2468472.81 frames. utt_duration=1254 frames, utt_pad_proportion=0.05947, over 7885.11 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3417, pruned_loss=0.1048, over 2474341.68 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07797, over 21578.06 utterances.], batch size: 66, lr: 7.53e-04
2022-08-21 23:01:02,149 INFO [train.py:927] (4/8) Epoch 3, batch 24950, giga_loss[loss=0.2507, simple_loss=0.3237, pruned_loss=0.08886, over 12416.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03223, over 80.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3376, pruned_loss=0.1027, over 2474439.01 frames. utt_duration=485.9 frames, utt_pad_proportion=0.0749, over 20433.24 utterances.], libri_tot_loss[loss=0.2669, simple_loss=0.3334, pruned_loss=0.1001, over 2468489.88 frames. utt_duration=1254 frames, utt_pad_proportion=0.05877, over 7883.87 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3391, pruned_loss=0.1035, over 2474733.25 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07569, over 21848.00 utterances.], batch size: 80, lr: 7.53e-04
2022-08-21 23:02:46,384 INFO [train.py:927] (4/8) Epoch 3, batch 25000, giga_loss[loss=0.3018, simple_loss=0.3639, pruned_loss=0.1199, over 12380.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05234, over 161.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3377, pruned_loss=0.1023, over 2474584.77 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07306, over 20041.54 utterances.], libri_tot_loss[loss=0.2668, simple_loss=0.334, pruned_loss=0.0998, over 2468539.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.05793, over 7878.71 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3385, pruned_loss=0.1033, over 2474959.57 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07427, over 21575.71 utterances.], batch size: 161, lr: 7.52e-04
2022-08-21 23:04:35,127 INFO [train.py:927] (4/8) Epoch 3, batch 25050, giga_loss[loss=0.3257, simple_loss=0.3866, pruned_loss=0.1324, over 12437.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.0415, over 146.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3412, pruned_loss=0.1027, over 2474118.72 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06896, over 19656.04 utterances.], libri_tot_loss[loss=0.2666, simple_loss=0.3336, pruned_loss=0.09976, over 2468669.23 frames. utt_duration=1258 frames, utt_pad_proportion=0.05711, over 7858.31 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3423, pruned_loss=0.1037, over 2474390.90 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07057, over 21110.80 utterances.], batch size: 146, lr: 7.52e-04
2022-08-21 23:06:19,308 INFO [train.py:927] (4/8) Epoch 3, batch 25100, giga_loss[loss=0.4002, simple_loss=0.4324, pruned_loss=0.184, over 12398.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04839, over 161.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3461, pruned_loss=0.1066, over 2474319.13 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06893, over 20147.47 utterances.], libri_tot_loss[loss=0.2671, simple_loss=0.3339, pruned_loss=0.1001, over 2468653.88 frames. utt_duration=1257 frames, utt_pad_proportion=0.05702, over 7865.02 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3467, pruned_loss=0.107, over 2474573.94 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07022, over 21337.12 utterances.], batch size: 161, lr: 7.52e-04
2022-08-21 23:08:05,333 INFO [train.py:927] (4/8) Epoch 3, batch 25150, giga_loss[loss=0.2704, simple_loss=0.3387, pruned_loss=0.1011, over 12358.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02883, over 91.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3493, pruned_loss=0.1099, over 2474218.86 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07359, over 20292.05 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3348, pruned_loss=0.1009, over 2468429.89 frames. utt_duration=1255 frames, utt_pad_proportion=0.05704, over 7876.17 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3493, pruned_loss=0.1097, over 2474754.12 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07449, over 21497.71 utterances.], batch size: 91, lr: 7.52e-04
2022-08-21 23:09:49,509 INFO [train.py:927] (4/8) Epoch 3, batch 25200, giga_loss[loss=0.2752, simple_loss=0.3374, pruned_loss=0.1065, over 12378.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03519, over 80.00 utterances.], tot_loss[loss=0.287, simple_loss=0.3496, pruned_loss=0.1122, over 2473857.40 frames. utt_duration=478.3 frames, utt_pad_proportion=0.08175, over 20751.46 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3353, pruned_loss=0.1015, over 2468544.06 frames. utt_duration=1240 frames, utt_pad_proportion=0.06115, over 7971.25 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3495, pruned_loss=0.1118, over 2474284.23 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08103, over 21836.43 utterances.], batch size: 80, lr: 7.51e-04
2022-08-21 23:11:40,082 INFO [train.py:927] (4/8) Epoch 3, batch 25250, giga_loss[loss=0.3223, simple_loss=0.3706, pruned_loss=0.1369, over 12400.00 frames. utt_duration=271.1 frames, utt_pad_proportion=0.06834, over 184.00 utterances.], tot_loss[loss=0.2863, simple_loss=0.3483, pruned_loss=0.1122, over 2473692.23 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07791, over 20040.20 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3355, pruned_loss=0.102, over 2468322.53 frames. utt_duration=1245 frames, utt_pad_proportion=0.05983, over 7940.51 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.3483, pruned_loss=0.1117, over 2474401.27 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07809, over 21272.51 utterances.], batch size: 184, lr: 7.51e-04
2022-08-21 23:13:26,007 INFO [train.py:927] (4/8) Epoch 3, batch 25300, giga_loss[loss=0.2416, simple_loss=0.314, pruned_loss=0.08456, over 12375.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03173, over 62.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3466, pruned_loss=0.1105, over 2474689.34 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07557, over 20039.32 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3355, pruned_loss=0.1018, over 2468329.67 frames. utt_duration=1247 frames, utt_pad_proportion=0.0594, over 7925.12 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3468, pruned_loss=0.1103, over 2475294.59 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07602, over 21129.67 utterances.], batch size: 62, lr: 7.51e-04
2022-08-21 23:15:08,823 INFO [train.py:927] (4/8) Epoch 3, batch 25350, giga_loss[loss=0.3008, simple_loss=0.3727, pruned_loss=0.1145, over 12469.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02997, over 80.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3451, pruned_loss=0.1088, over 2474349.23 frames. utt_duration=509.1 frames, utt_pad_proportion=0.07236, over 19498.40 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3359, pruned_loss=0.1015, over 2468225.19 frames. utt_duration=1248 frames, utt_pad_proportion=0.05888, over 7921.04 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.3452, pruned_loss=0.1091, over 2475104.09 frames. utt_duration=480.2 frames, utt_pad_proportion=0.0732, over 20680.54 utterances.], batch size: 80, lr: 7.51e-04
2022-08-21 23:16:52,520 INFO [train.py:927] (4/8) Epoch 3, batch 25400, libri_loss[loss=0.2839, simple_loss=0.3496, pruned_loss=0.1091, over 12472.00 frames. utt_duration=960.8 frames, utt_pad_proportion=0.07075, over 52.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3464, pruned_loss=0.1087, over 2474318.06 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07195, over 19609.45 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.337, pruned_loss=0.1018, over 2468398.61 frames. utt_duration=1242 frames, utt_pad_proportion=0.059, over 7957.35 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3457, pruned_loss=0.1088, over 2474866.08 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07273, over 20728.11 utterances.], batch size: 52, lr: 7.50e-04
2022-08-21 23:18:41,461 INFO [train.py:927] (4/8) Epoch 3, batch 25450, giga_loss[loss=0.2655, simple_loss=0.3521, pruned_loss=0.08951, over 12430.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03743, over 40.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3451, pruned_loss=0.1077, over 2474586.02 frames. utt_duration=504.4 frames, utt_pad_proportion=0.07559, over 19682.24 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3368, pruned_loss=0.1017, over 2468613.36 frames. utt_duration=1244 frames, utt_pad_proportion=0.05842, over 7948.00 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3448, pruned_loss=0.108, over 2474915.87 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07625, over 20713.51 utterances.], batch size: 40, lr: 7.50e-04
2022-08-21 23:20:27,568 INFO [train.py:927] (4/8) Epoch 3, batch 25500, giga_loss[loss=0.2268, simple_loss=0.3163, pruned_loss=0.06865, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04757, over 34.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.346, pruned_loss=0.1055, over 2473932.15 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07729, over 19738.30 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.337, pruned_loss=0.102, over 2468541.05 frames. utt_duration=1233 frames, utt_pad_proportion=0.06283, over 8020.57 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3457, pruned_loss=0.1056, over 2474294.13 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07647, over 20586.26 utterances.], batch size: 34, lr: 7.50e-04
2022-08-21 23:22:11,623 INFO [train.py:927] (4/8) Epoch 3, batch 25550, giga_loss[loss=0.3886, simple_loss=0.4044, pruned_loss=0.1863, over 12392.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1073, over 259.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.349, pruned_loss=0.1086, over 2474636.10 frames. utt_duration=481.9 frames, utt_pad_proportion=0.08179, over 20600.96 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3374, pruned_loss=0.1024, over 2468830.31 frames. utt_duration=1222 frames, utt_pad_proportion=0.0657, over 8089.08 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3487, pruned_loss=0.1084, over 2474807.42 frames. utt_duration=462.1 frames, utt_pad_proportion=0.08014, over 21489.70 utterances.], batch size: 259, lr: 7.50e-04
2022-08-21 23:23:53,243 INFO [train.py:927] (4/8) Epoch 3, batch 25600, giga_loss[loss=0.2694, simple_loss=0.3406, pruned_loss=0.09907, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02899, over 45.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.3499, pruned_loss=0.1101, over 2474756.04 frames. utt_duration=486.8 frames, utt_pad_proportion=0.08071, over 20394.21 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3375, pruned_loss=0.1028, over 2468799.88 frames. utt_duration=1203 frames, utt_pad_proportion=0.07303, over 8215.92 utterances.], giga_tot_loss[loss=0.2845, simple_loss=0.3496, pruned_loss=0.1097, over 2475049.36 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07678, over 21254.77 utterances.], batch size: 45, lr: 7.50e-04
2022-08-21 23:25:35,123 INFO [train.py:927] (4/8) Epoch 3, batch 25650, giga_loss[loss=0.288, simple_loss=0.3546, pruned_loss=0.1107, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05175, over 161.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3491, pruned_loss=0.1082, over 2475262.51 frames. utt_duration=489.2 frames, utt_pad_proportion=0.08056, over 20301.49 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3385, pruned_loss=0.1036, over 2469122.81 frames. utt_duration=1171 frames, utt_pad_proportion=0.08463, over 8443.55 utterances.], giga_tot_loss[loss=0.2814, simple_loss=0.3483, pruned_loss=0.1073, over 2475341.23 frames. utt_duration=472 frames, utt_pad_proportion=0.07341, over 21043.30 utterances.], batch size: 161, lr: 7.49e-04
2022-08-21 23:26:31,473 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-21 23:29:01,587 INFO [train.py:927] (4/8) Epoch 4, batch 50, giga_loss[loss=0.2845, simple_loss=0.3354, pruned_loss=0.1168, over 12348.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2106, over 372.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3359, pruned_loss=0.08829, over 548323.39 frames. utt_duration=508.5 frames, utt_pad_proportion=0.07064, over 4326.32 utterances.], libri_tot_loss[loss=0.2592, simple_loss=0.3445, pruned_loss=0.08693, over 24616.42 frames. utt_duration=645.8 frames, utt_pad_proportion=0.2558, over 152.82 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3356, pruned_loss=0.08835, over 528974.64 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06509, over 4205.99 utterances.], batch size: 372, lr: 7.40e-04
2022-08-21 23:30:47,541 INFO [train.py:927] (4/8) Epoch 4, batch 100, libri_loss[loss=0.3199, simple_loss=0.4392, pruned_loss=0.1002, over 12346.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005912, over 33.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3171, pruned_loss=0.07968, over 974615.78 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06526, over 7116.00 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3612, pruned_loss=0.08813, over 73279.45 frames. utt_duration=1056 frames, utt_pad_proportion=0.1411, over 277.85 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3141, pruned_loss=0.07915, over 928840.64 frames. utt_duration=530.8 frames, utt_pad_proportion=0.0636, over 7018.86 utterances.], batch size: 33, lr: 7.40e-04
2022-08-21 23:32:29,224 INFO [train.py:927] (4/8) Epoch 4, batch 150, giga_loss[loss=0.171, simple_loss=0.2493, pruned_loss=0.0463, over 12267.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02824, over 42.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3015, pruned_loss=0.07245, over 1306446.22 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06175, over 9639.34 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3472, pruned_loss=0.08249, over 144173.74 frames. utt_duration=1213 frames, utt_pad_proportion=0.08672, over 476.05 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.2978, pruned_loss=0.0718, over 1234294.83 frames. utt_duration=516 frames, utt_pad_proportion=0.06172, over 9595.84 utterances.], batch size: 42, lr: 7.40e-04
2022-08-21 23:34:14,012 INFO [train.py:927] (4/8) Epoch 4, batch 200, giga_loss[loss=0.1786, simple_loss=0.2532, pruned_loss=0.05196, over 12375.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06674, over 211.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2896, pruned_loss=0.06785, over 1565683.58 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06031, over 11933.11 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3398, pruned_loss=0.08036, over 179213.39 frames. utt_duration=1249 frames, utt_pad_proportion=0.07274, over 574.47 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2863, pruned_loss=0.06716, over 1494665.86 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06071, over 11949.29 utterances.], batch size: 211, lr: 7.39e-04
2022-08-21 23:35:54,211 INFO [train.py:927] (4/8) Epoch 4, batch 250, libri_loss[loss=0.2426, simple_loss=0.3268, pruned_loss=0.07923, over 12467.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008441, over 39.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2848, pruned_loss=0.06622, over 1767451.99 frames. utt_duration=561 frames, utt_pad_proportion=0.0545, over 12637.01 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.332, pruned_loss=0.07932, over 235880.20 frames. utt_duration=1300 frames, utt_pad_proportion=0.05768, over 726.61 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2815, pruned_loss=0.06539, over 1692928.08 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05541, over 12767.53 utterances.], batch size: 39, lr: 7.39e-04
2022-08-21 23:37:37,612 INFO [train.py:927] (4/8) Epoch 4, batch 300, libri_loss[loss=0.253, simple_loss=0.3372, pruned_loss=0.08439, over 12151.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.00562, over 35.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2801, pruned_loss=0.06338, over 1923959.05 frames. utt_duration=541.6 frames, utt_pad_proportion=0.0596, over 14248.57 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3384, pruned_loss=0.08142, over 269066.11 frames. utt_duration=1226 frames, utt_pad_proportion=0.06563, over 878.80 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2757, pruned_loss=0.0621, over 1856967.96 frames. utt_duration=517.4 frames, utt_pad_proportion=0.05976, over 14398.01 utterances.], batch size: 35, lr: 7.39e-04
2022-08-21 23:39:21,238 INFO [train.py:927] (4/8) Epoch 4, batch 350, giga_loss[loss=0.1802, simple_loss=0.2595, pruned_loss=0.05043, over 12334.00 frames. utt_duration=1592 frames, utt_pad_proportion=0.04069, over 31.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2765, pruned_loss=0.06155, over 2045892.74 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05931, over 14880.80 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3384, pruned_loss=0.08128, over 312477.47 frames. utt_duration=1253 frames, utt_pad_proportion=0.05764, over 998.34 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2718, pruned_loss=0.06014, over 1984340.17 frames. utt_duration=525.8 frames, utt_pad_proportion=0.05987, over 15139.01 utterances.], batch size: 31, lr: 7.39e-04
2022-08-21 23:41:03,258 INFO [train.py:927] (4/8) Epoch 4, batch 400, giga_loss[loss=0.1617, simple_loss=0.2402, pruned_loss=0.04159, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02707, over 48.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2723, pruned_loss=0.05937, over 2139940.61 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05709, over 14930.84 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3348, pruned_loss=0.08051, over 376173.58 frames. utt_duration=1226 frames, utt_pad_proportion=0.05929, over 1228.98 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2671, pruned_loss=0.05767, over 2080715.57 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05749, over 15311.08 utterances.], batch size: 48, lr: 7.39e-04
2022-08-21 23:42:45,618 INFO [train.py:927] (4/8) Epoch 4, batch 450, giga_loss[loss=0.2266, simple_loss=0.3028, pruned_loss=0.07521, over 12411.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03764, over 113.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2686, pruned_loss=0.05812, over 2214130.15 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06624, over 16460.61 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3335, pruned_loss=0.08081, over 407671.44 frames. utt_duration=1243 frames, utt_pad_proportion=0.05519, over 1313.14 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2638, pruned_loss=0.05641, over 2163226.21 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06665, over 16882.09 utterances.], batch size: 113, lr: 7.38e-04
2022-08-21 23:44:25,524 INFO [train.py:927] (4/8) Epoch 4, batch 500, giga_loss[loss=0.2458, simple_loss=0.3323, pruned_loss=0.07963, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04123, over 113.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2801, pruned_loss=0.06343, over 2272151.81 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06857, over 17284.51 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.333, pruned_loss=0.07956, over 458691.23 frames. utt_duration=1250 frames, utt_pad_proportion=0.05151, over 1469.62 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2752, pruned_loss=0.06193, over 2226517.89 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06929, over 17841.45 utterances.], batch size: 113, lr: 7.38e-04
2022-08-21 23:46:09,370 INFO [train.py:927] (4/8) Epoch 4, batch 550, giga_loss[loss=0.2372, simple_loss=0.3173, pruned_loss=0.07851, over 12349.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03156, over 104.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2914, pruned_loss=0.06896, over 2316704.85 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06577, over 17302.68 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3263, pruned_loss=0.07721, over 527748.38 frames. utt_duration=1284 frames, utt_pad_proportion=0.04567, over 1646.48 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2875, pruned_loss=0.06791, over 2274685.56 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06705, over 18075.88 utterances.], batch size: 104, lr: 7.38e-04
2022-08-21 23:47:53,127 INFO [train.py:927] (4/8) Epoch 4, batch 600, giga_loss[loss=0.2303, simple_loss=0.311, pruned_loss=0.07482, over 12447.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03428, over 86.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.2979, pruned_loss=0.07116, over 2351599.97 frames. utt_duration=527.4 frames, utt_pad_proportion=0.07314, over 17886.45 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3268, pruned_loss=0.07787, over 575823.87 frames. utt_duration=1231 frames, utt_pad_proportion=0.06065, over 1873.70 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2941, pruned_loss=0.07007, over 2315029.36 frames. utt_duration=498.1 frames, utt_pad_proportion=0.0729, over 18646.24 utterances.], batch size: 86, lr: 7.38e-04
2022-08-21 23:49:36,993 INFO [train.py:927] (4/8) Epoch 4, batch 650, giga_loss[loss=0.2024, simple_loss=0.2804, pruned_loss=0.06219, over 12371.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.04467, over 34.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3032, pruned_loss=0.07366, over 2379363.14 frames. utt_duration=513.4 frames, utt_pad_proportion=0.07257, over 18593.74 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3285, pruned_loss=0.07889, over 604029.47 frames. utt_duration=1226 frames, utt_pad_proportion=0.06043, over 1973.12 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.2994, pruned_loss=0.07252, over 2349132.32 frames. utt_duration=487.7 frames, utt_pad_proportion=0.0725, over 19325.90 utterances.], batch size: 34, lr: 7.37e-04
2022-08-21 23:51:21,906 INFO [train.py:927] (4/8) Epoch 4, batch 700, giga_loss[loss=0.2104, simple_loss=0.2975, pruned_loss=0.0616, over 12050.00 frames. utt_duration=1930 frames, utt_pad_proportion=0.03458, over 25.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3107, pruned_loss=0.07767, over 2399880.53 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07685, over 19540.34 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3363, pruned_loss=0.07975, over 632033.96 frames. utt_duration=1198 frames, utt_pad_proportion=0.06365, over 2113.70 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3056, pruned_loss=0.07656, over 2374799.80 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07649, over 20228.62 utterances.], batch size: 25, lr: 7.37e-04
2022-08-21 23:53:03,401 INFO [train.py:927] (4/8) Epoch 4, batch 750, giga_loss[loss=0.2673, simple_loss=0.338, pruned_loss=0.09827, over 12468.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03675, over 40.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3149, pruned_loss=0.0789, over 2416743.16 frames. utt_duration=519.6 frames, utt_pad_proportion=0.07278, over 18659.45 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3358, pruned_loss=0.07967, over 695447.42 frames. utt_duration=1209 frames, utt_pad_proportion=0.05877, over 2303.06 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3102, pruned_loss=0.07799, over 2394521.73 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07325, over 19560.32 utterances.], batch size: 40, lr: 7.37e-04
2022-08-21 23:54:43,697 INFO [train.py:927] (4/8) Epoch 4, batch 800, giga_loss[loss=0.2456, simple_loss=0.3223, pruned_loss=0.08447, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03096, over 42.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3173, pruned_loss=0.07979, over 2428412.13 frames. utt_duration=534.8 frames, utt_pad_proportion=0.07315, over 18214.03 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3349, pruned_loss=0.07959, over 722203.09 frames. utt_duration=1218 frames, utt_pad_proportion=0.05642, over 2374.14 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3137, pruned_loss=0.07912, over 2409973.62 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07386, over 19085.06 utterances.], batch size: 42, lr: 7.37e-04
2022-08-21 23:56:26,636 INFO [train.py:927] (4/8) Epoch 4, batch 850, giga_loss[loss=0.2483, simple_loss=0.3324, pruned_loss=0.08209, over 12435.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03212, over 80.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3169, pruned_loss=0.07825, over 2437471.36 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06693, over 17250.93 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3327, pruned_loss=0.07882, over 748096.28 frames. utt_duration=1227 frames, utt_pad_proportion=0.05435, over 2441.19 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3144, pruned_loss=0.07792, over 2422583.85 frames. utt_duration=537.3 frames, utt_pad_proportion=0.0681, over 18085.73 utterances.], batch size: 80, lr: 7.36e-04
2022-08-21 23:58:08,474 INFO [train.py:927] (4/8) Epoch 4, batch 900, libri_loss[loss=0.2438, simple_loss=0.3145, pruned_loss=0.08656, over 12325.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005362, over 36.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3182, pruned_loss=0.07992, over 2445023.98 frames. utt_duration=567.6 frames, utt_pad_proportion=0.07086, over 17276.80 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3303, pruned_loss=0.0789, over 807063.56 frames. utt_duration=1243 frames, utt_pad_proportion=0.05036, over 2599.51 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3164, pruned_loss=0.07963, over 2432512.79 frames. utt_duration=533.7 frames, utt_pad_proportion=0.07237, over 18281.83 utterances.], batch size: 36, lr: 7.36e-04
2022-08-21 23:59:52,568 INFO [train.py:927] (4/8) Epoch 4, batch 950, giga_loss[loss=0.2375, simple_loss=0.3166, pruned_loss=0.07919, over 12285.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02627, over 54.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3207, pruned_loss=0.08329, over 2451316.62 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06662, over 17249.95 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3275, pruned_loss=0.07798, over 856272.04 frames. utt_duration=1262 frames, utt_pad_proportion=0.04791, over 2717.26 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3199, pruned_loss=0.08345, over 2440756.43 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06853, over 18344.47 utterances.], batch size: 54, lr: 7.36e-04
2022-08-22 00:01:35,710 INFO [train.py:927] (4/8) Epoch 4, batch 1000, giga_loss[loss=0.2629, simple_loss=0.342, pruned_loss=0.09187, over 12434.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04146, over 146.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.321, pruned_loss=0.08459, over 2456288.84 frames. utt_duration=576 frames, utt_pad_proportion=0.06237, over 17101.42 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3257, pruned_loss=0.07749, over 912083.91 frames. utt_duration=1272 frames, utt_pad_proportion=0.04484, over 2870.79 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3208, pruned_loss=0.0851, over 2447114.45 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06482, over 18308.18 utterances.], batch size: 146, lr: 7.36e-04
2022-08-22 00:03:16,997 INFO [train.py:927] (4/8) Epoch 4, batch 1050, giga_loss[loss=0.2179, simple_loss=0.2993, pruned_loss=0.06828, over 12392.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02932, over 58.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3203, pruned_loss=0.08487, over 2459716.39 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06623, over 17152.47 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3246, pruned_loss=0.07739, over 965700.29 frames. utt_duration=1269 frames, utt_pad_proportion=0.04493, over 3046.83 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3203, pruned_loss=0.08555, over 2452029.66 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06827, over 18424.71 utterances.], batch size: 58, lr: 7.36e-04
2022-08-22 00:04:59,688 INFO [train.py:927] (4/8) Epoch 4, batch 1100, giga_loss[loss=0.2092, simple_loss=0.2883, pruned_loss=0.06508, over 12277.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02667, over 54.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3174, pruned_loss=0.08263, over 2462706.20 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06398, over 17073.46 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3238, pruned_loss=0.07772, over 1002659.14 frames. utt_duration=1278 frames, utt_pad_proportion=0.04326, over 3141.61 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3176, pruned_loss=0.0832, over 2456627.83 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06615, over 18310.39 utterances.], batch size: 54, lr: 7.35e-04
2022-08-22 00:06:45,676 INFO [train.py:927] (4/8) Epoch 4, batch 1150, giga_loss[loss=0.213, simple_loss=0.2911, pruned_loss=0.06752, over 12243.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03031, over 45.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3126, pruned_loss=0.08011, over 2465251.45 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06568, over 18103.19 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3236, pruned_loss=0.07733, over 1031523.10 frames. utt_duration=1283 frames, utt_pad_proportion=0.04176, over 3219.20 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3127, pruned_loss=0.08078, over 2460562.58 frames. utt_duration=512 frames, utt_pad_proportion=0.06759, over 19280.20 utterances.], batch size: 45, lr: 7.35e-04
2022-08-22 00:08:29,970 INFO [train.py:927] (4/8) Epoch 4, batch 1200, giga_loss[loss=0.2774, simple_loss=0.3254, pruned_loss=0.1147, over 12364.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1124, over 260.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3099, pruned_loss=0.0792, over 2466624.41 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06852, over 19112.94 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3235, pruned_loss=0.0775, over 1087386.73 frames. utt_duration=1298 frames, utt_pad_proportion=0.03908, over 3354.01 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3095, pruned_loss=0.07974, over 2463343.43 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07056, over 20521.03 utterances.], batch size: 260, lr: 7.35e-04
2022-08-22 00:10:11,919 INFO [train.py:927] (4/8) Epoch 4, batch 1250, giga_loss[loss=0.2184, simple_loss=0.29, pruned_loss=0.07334, over 12306.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04161, over 26.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3089, pruned_loss=0.0788, over 2468300.52 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06655, over 18641.37 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3223, pruned_loss=0.07743, over 1128746.36 frames. utt_duration=1305 frames, utt_pad_proportion=0.03721, over 3463.98 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3087, pruned_loss=0.07931, over 2465259.26 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06893, over 20086.33 utterances.], batch size: 26, lr: 7.35e-04
2022-08-22 00:11:54,704 INFO [train.py:927] (4/8) Epoch 4, batch 1300, giga_loss[loss=0.2204, simple_loss=0.3035, pruned_loss=0.0686, over 12444.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03809, over 123.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3055, pruned_loss=0.07691, over 2469313.09 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06394, over 17775.90 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3216, pruned_loss=0.07691, over 1161379.64 frames. utt_duration=1307 frames, utt_pad_proportion=0.03651, over 3557.64 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3053, pruned_loss=0.07755, over 2467386.24 frames. utt_duration=516 frames, utt_pad_proportion=0.06647, over 19183.39 utterances.], batch size: 123, lr: 7.34e-04
2022-08-22 00:13:36,104 INFO [train.py:927] (4/8) Epoch 4, batch 1350, giga_loss[loss=0.1847, simple_loss=0.2718, pruned_loss=0.04883, over 12392.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02673, over 70.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3036, pruned_loss=0.0748, over 2469997.26 frames. utt_duration=587 frames, utt_pad_proportion=0.0587, over 16875.48 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.326, pruned_loss=0.07712, over 1180928.94 frames. utt_duration=1312 frames, utt_pad_proportion=0.03572, over 3604.02 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3012, pruned_loss=0.07519, over 2468465.58 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06142, over 18138.73 utterances.], batch size: 70, lr: 7.34e-04
2022-08-22 00:15:16,935 INFO [train.py:927] (4/8) Epoch 4, batch 1400, giga_loss[loss=0.2135, simple_loss=0.2856, pruned_loss=0.07068, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03048, over 45.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3014, pruned_loss=0.07395, over 2470275.03 frames. utt_duration=608.3 frames, utt_pad_proportion=0.05979, over 16285.04 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3256, pruned_loss=0.07697, over 1256209.91 frames. utt_duration=1296 frames, utt_pad_proportion=0.04282, over 3882.89 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.2983, pruned_loss=0.07418, over 2468957.20 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06111, over 17765.93 utterances.], batch size: 45, lr: 7.34e-04
2022-08-22 00:16:59,724 INFO [train.py:927] (4/8) Epoch 4, batch 1450, giga_loss[loss=0.1952, simple_loss=0.2751, pruned_loss=0.05768, over 12367.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02799, over 91.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.2969, pruned_loss=0.07237, over 2471023.34 frames. utt_duration=630.2 frames, utt_pad_proportion=0.0552, over 15721.30 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3256, pruned_loss=0.07734, over 1268548.81 frames. utt_duration=1296 frames, utt_pad_proportion=0.04217, over 3918.98 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2942, pruned_loss=0.07234, over 2469785.88 frames. utt_duration=584 frames, utt_pad_proportion=0.05681, over 16959.98 utterances.], batch size: 91, lr: 7.34e-04
2022-08-22 00:18:40,213 INFO [train.py:927] (4/8) Epoch 4, batch 1500, giga_loss[loss=0.1993, simple_loss=0.2687, pruned_loss=0.065, over 12327.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04481, over 26.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2947, pruned_loss=0.07156, over 2471778.29 frames. utt_duration=624 frames, utt_pad_proportion=0.05673, over 15882.51 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3254, pruned_loss=0.07755, over 1298541.17 frames. utt_duration=1272 frames, utt_pad_proportion=0.04797, over 4088.94 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.292, pruned_loss=0.07129, over 2470574.27 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05671, over 16986.22 utterances.], batch size: 26, lr: 7.33e-04
2022-08-22 00:20:28,646 INFO [train.py:927] (4/8) Epoch 4, batch 1550, giga_loss[loss=0.232, simple_loss=0.3074, pruned_loss=0.07828, over 12464.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0311, over 86.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.296, pruned_loss=0.07257, over 2472657.69 frames. utt_duration=612.4 frames, utt_pad_proportion=0.05844, over 16189.81 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3246, pruned_loss=0.07743, over 1327457.63 frames. utt_duration=1264 frames, utt_pad_proportion=0.04877, over 4206.27 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.2935, pruned_loss=0.07228, over 2471821.57 frames. utt_duration=575 frames, utt_pad_proportion=0.05833, over 17240.09 utterances.], batch size: 86, lr: 7.33e-04
2022-08-22 00:22:10,794 INFO [train.py:927] (4/8) Epoch 4, batch 1600, giga_loss[loss=0.35, simple_loss=0.3973, pruned_loss=0.1513, over 12372.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07963, over 213.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3019, pruned_loss=0.07644, over 2472472.36 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05957, over 16909.96 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3226, pruned_loss=0.0766, over 1349838.88 frames. utt_duration=1275 frames, utt_pad_proportion=0.04801, over 4238.92 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3004, pruned_loss=0.07655, over 2472099.39 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05966, over 17925.68 utterances.], batch size: 213, lr: 7.33e-04
2022-08-22 00:23:51,446 INFO [train.py:927] (4/8) Epoch 4, batch 1650, giga_loss[loss=0.2328, simple_loss=0.3146, pruned_loss=0.07552, over 12282.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.03718, over 51.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3075, pruned_loss=0.07908, over 2471970.38 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06517, over 17395.62 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3227, pruned_loss=0.07669, over 1399088.79 frames. utt_duration=1242 frames, utt_pad_proportion=0.05552, over 4509.88 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3055, pruned_loss=0.07915, over 2471893.94 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06359, over 18481.79 utterances.], batch size: 51, lr: 7.33e-04
2022-08-22 00:25:35,566 INFO [train.py:927] (4/8) Epoch 4, batch 1700, giga_loss[loss=0.297, simple_loss=0.3647, pruned_loss=0.1146, over 12418.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03856, over 133.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3132, pruned_loss=0.08159, over 2472075.18 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06884, over 18249.98 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3215, pruned_loss=0.07627, over 1420254.93 frames. utt_duration=1251 frames, utt_pad_proportion=0.05416, over 4548.40 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3121, pruned_loss=0.08196, over 2472139.09 frames. utt_duration=513 frames, utt_pad_proportion=0.06784, over 19331.21 utterances.], batch size: 133, lr: 7.33e-04
2022-08-22 00:27:17,363 INFO [train.py:927] (4/8) Epoch 4, batch 1750, giga_loss[loss=0.2027, simple_loss=0.2935, pruned_loss=0.05601, over 12414.00 frames. utt_duration=753.7 frames, utt_pad_proportion=0.02377, over 66.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3164, pruned_loss=0.08202, over 2473011.68 frames. utt_duration=550.7 frames, utt_pad_proportion=0.0631, over 18010.72 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3212, pruned_loss=0.07639, over 1445899.83 frames. utt_duration=1257 frames, utt_pad_proportion=0.05242, over 4605.16 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3156, pruned_loss=0.08239, over 2473449.52 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06307, over 19132.47 utterances.], batch size: 66, lr: 7.32e-04
2022-08-22 00:28:56,409 INFO [train.py:927] (4/8) Epoch 4, batch 1800, giga_loss[loss=0.2527, simple_loss=0.336, pruned_loss=0.08465, over 12360.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03146, over 85.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3143, pruned_loss=0.07955, over 2472998.20 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05895, over 17426.74 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3211, pruned_loss=0.07647, over 1476170.04 frames. utt_duration=1260 frames, utt_pad_proportion=0.05122, over 4690.63 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3135, pruned_loss=0.07994, over 2473520.21 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05952, over 18589.00 utterances.], batch size: 85, lr: 7.32e-04
2022-08-22 00:30:38,644 INFO [train.py:927] (4/8) Epoch 4, batch 1850, giga_loss[loss=0.2368, simple_loss=0.3163, pruned_loss=0.07868, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02579, over 48.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3161, pruned_loss=0.07988, over 2473016.24 frames. utt_duration=564.8 frames, utt_pad_proportion=0.0585, over 17559.74 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3219, pruned_loss=0.07617, over 1495653.76 frames. utt_duration=1266 frames, utt_pad_proportion=0.05001, over 4729.51 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.315, pruned_loss=0.08038, over 2473694.43 frames. utt_duration=531.5 frames, utt_pad_proportion=0.05927, over 18670.32 utterances.], batch size: 48, lr: 7.32e-04
2022-08-22 00:32:19,264 INFO [train.py:927] (4/8) Epoch 4, batch 1900, giga_loss[loss=0.2212, simple_loss=0.299, pruned_loss=0.07166, over 12287.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03097, over 28.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3177, pruned_loss=0.08128, over 2471890.51 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05956, over 17707.93 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3211, pruned_loss=0.07595, over 1514419.86 frames. utt_duration=1276 frames, utt_pad_proportion=0.04941, over 4751.72 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3171, pruned_loss=0.08188, over 2473007.21 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06028, over 18806.53 utterances.], batch size: 28, lr: 7.32e-04
2022-08-22 00:34:03,163 INFO [train.py:927] (4/8) Epoch 4, batch 1950, giga_loss[loss=0.2511, simple_loss=0.324, pruned_loss=0.08903, over 12393.00 frames. utt_duration=973 frames, utt_pad_proportion=0.02898, over 51.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3204, pruned_loss=0.08361, over 2471969.57 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05995, over 17544.25 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3209, pruned_loss=0.07617, over 1547020.98 frames. utt_duration=1265 frames, utt_pad_proportion=0.0547, over 4897.17 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.32, pruned_loss=0.08419, over 2473266.06 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05953, over 18709.96 utterances.], batch size: 51, lr: 7.31e-04
2022-08-22 00:35:46,302 INFO [train.py:927] (4/8) Epoch 4, batch 2000, giga_loss[loss=0.2632, simple_loss=0.343, pruned_loss=0.09169, over 12350.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03034, over 85.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.321, pruned_loss=0.08465, over 2472869.63 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06024, over 17535.06 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3199, pruned_loss=0.07576, over 1565391.06 frames. utt_duration=1273 frames, utt_pad_proportion=0.05347, over 4925.02 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3213, pruned_loss=0.08546, over 2473897.38 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06018, over 18647.25 utterances.], batch size: 85, lr: 7.31e-04
2022-08-22 00:37:27,978 INFO [train.py:927] (4/8) Epoch 4, batch 2050, giga_loss[loss=0.274, simple_loss=0.3448, pruned_loss=0.1016, over 12360.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.0357, over 132.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3227, pruned_loss=0.08461, over 2472808.21 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05862, over 17539.23 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3198, pruned_loss=0.07594, over 1587834.72 frames. utt_duration=1280 frames, utt_pad_proportion=0.05196, over 4966.47 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.323, pruned_loss=0.08534, over 2473627.17 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05907, over 18674.83 utterances.], batch size: 132, lr: 7.31e-04
2022-08-22 00:39:08,937 INFO [train.py:927] (4/8) Epoch 4, batch 2100, giga_loss[loss=0.2168, simple_loss=0.2996, pruned_loss=0.067, over 12408.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.02545, over 91.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3215, pruned_loss=0.0835, over 2472215.72 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06066, over 17324.86 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3188, pruned_loss=0.07541, over 1621995.02 frames. utt_duration=1289 frames, utt_pad_proportion=0.04956, over 5039.65 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3224, pruned_loss=0.0847, over 2473417.74 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06157, over 18628.96 utterances.], batch size: 91, lr: 7.31e-04
2022-08-22 00:40:51,031 INFO [train.py:927] (4/8) Epoch 4, batch 2150, giga_loss[loss=0.2242, simple_loss=0.3035, pruned_loss=0.07243, over 12339.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03435, over 62.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3204, pruned_loss=0.08333, over 2472472.86 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06279, over 17354.80 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3188, pruned_loss=0.0754, over 1634540.44 frames. utt_duration=1289 frames, utt_pad_proportion=0.04867, over 5078.88 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3212, pruned_loss=0.08438, over 2473536.96 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06363, over 18501.05 utterances.], batch size: 62, lr: 7.31e-04
2022-08-22 00:42:32,764 INFO [train.py:927] (4/8) Epoch 4, batch 2200, giga_loss[loss=0.3561, simple_loss=0.408, pruned_loss=0.1521, over 12385.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05169, over 161.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3214, pruned_loss=0.08432, over 2472797.50 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05869, over 16688.91 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3193, pruned_loss=0.07605, over 1663370.93 frames. utt_duration=1282 frames, utt_pad_proportion=0.04778, over 5195.81 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3217, pruned_loss=0.085, over 2473694.87 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06003, over 17883.27 utterances.], batch size: 161, lr: 7.30e-04
2022-08-22 00:44:15,076 INFO [train.py:927] (4/8) Epoch 4, batch 2250, giga_loss[loss=0.245, simple_loss=0.3229, pruned_loss=0.08352, over 12366.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03898, over 113.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3212, pruned_loss=0.08389, over 2471815.46 frames. utt_duration=597.6 frames, utt_pad_proportion=0.0612, over 16586.81 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3188, pruned_loss=0.07583, over 1683339.14 frames. utt_duration=1290 frames, utt_pad_proportion=0.04653, over 5227.54 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3218, pruned_loss=0.08476, over 2472595.23 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06256, over 17763.43 utterances.], batch size: 113, lr: 7.30e-04
2022-08-22 00:45:56,202 INFO [train.py:927] (4/8) Epoch 4, batch 2300, giga_loss[loss=0.2307, simple_loss=0.3107, pruned_loss=0.07531, over 12431.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04272, over 31.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3231, pruned_loss=0.08474, over 2472025.06 frames. utt_duration=621.6 frames, utt_pad_proportion=0.05859, over 15946.00 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3204, pruned_loss=0.07634, over 1714093.81 frames. utt_duration=1292 frames, utt_pad_proportion=0.04566, over 5314.36 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3227, pruned_loss=0.08543, over 2472894.54 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06036, over 17233.80 utterances.], batch size: 31, lr: 7.30e-04
2022-08-22 00:47:39,520 INFO [train.py:927] (4/8) Epoch 4, batch 2350, giga_loss[loss=0.2245, simple_loss=0.2974, pruned_loss=0.07584, over 12200.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03338, over 39.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3201, pruned_loss=0.08296, over 2471608.32 frames. utt_duration=639.2 frames, utt_pad_proportion=0.05833, over 15503.91 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3208, pruned_loss=0.07665, over 1725549.87 frames. utt_duration=1287 frames, utt_pad_proportion=0.04649, over 5367.53 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3195, pruned_loss=0.08343, over 2472172.47 frames. utt_duration=597 frames, utt_pad_proportion=0.05965, over 16604.61 utterances.], batch size: 39, lr: 7.30e-04
2022-08-22 00:49:21,397 INFO [train.py:927] (4/8) Epoch 4, batch 2400, giga_loss[loss=0.2664, simple_loss=0.3349, pruned_loss=0.09897, over 12410.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03395, over 80.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3167, pruned_loss=0.08132, over 2471431.35 frames. utt_duration=629.3 frames, utt_pad_proportion=0.06067, over 15746.30 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3206, pruned_loss=0.07658, over 1740109.14 frames. utt_duration=1289 frames, utt_pad_proportion=0.04544, over 5404.89 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3164, pruned_loss=0.08184, over 2472111.34 frames. utt_duration=590.7 frames, utt_pad_proportion=0.06203, over 16781.46 utterances.], batch size: 80, lr: 7.29e-04
2022-08-22 00:51:03,841 INFO [train.py:927] (4/8) Epoch 4, batch 2450, giga_loss[loss=0.222, simple_loss=0.2994, pruned_loss=0.07224, over 12040.00 frames. utt_duration=1928 frames, utt_pad_proportion=0.03487, over 25.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3149, pruned_loss=0.08068, over 2471128.89 frames. utt_duration=638 frames, utt_pad_proportion=0.06067, over 15530.29 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3207, pruned_loss=0.07707, over 1761731.10 frames. utt_duration=1276 frames, utt_pad_proportion=0.04975, over 5530.71 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3144, pruned_loss=0.0809, over 2471707.80 frames. utt_duration=599.9 frames, utt_pad_proportion=0.06084, over 16522.45 utterances.], batch size: 25, lr: 7.29e-04
2022-08-22 00:52:43,721 INFO [train.py:927] (4/8) Epoch 4, batch 2500, giga_loss[loss=0.1971, simple_loss=0.276, pruned_loss=0.05912, over 12368.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04496, over 34.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3118, pruned_loss=0.07948, over 2472011.33 frames. utt_duration=643.1 frames, utt_pad_proportion=0.05728, over 15412.05 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3204, pruned_loss=0.07695, over 1786024.54 frames. utt_duration=1282 frames, utt_pad_proportion=0.04795, over 5581.25 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3115, pruned_loss=0.07984, over 2472647.30 frames. utt_duration=601.5 frames, utt_pad_proportion=0.0583, over 16483.16 utterances.], batch size: 34, lr: 7.29e-04
2022-08-22 00:54:26,935 INFO [train.py:927] (4/8) Epoch 4, batch 2550, giga_loss[loss=0.1842, simple_loss=0.2715, pruned_loss=0.04839, over 12311.00 frames. utt_duration=1590 frames, utt_pad_proportion=0.04552, over 31.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3103, pruned_loss=0.07903, over 2472399.25 frames. utt_duration=623.4 frames, utt_pad_proportion=0.05888, over 15902.30 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3215, pruned_loss=0.07739, over 1799626.17 frames. utt_duration=1285 frames, utt_pad_proportion=0.04695, over 5607.39 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3091, pruned_loss=0.07909, over 2472929.63 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05996, over 16917.47 utterances.], batch size: 31, lr: 7.29e-04
2022-08-22 00:56:09,223 INFO [train.py:927] (4/8) Epoch 4, batch 2600, giga_loss[loss=0.241, simple_loss=0.324, pruned_loss=0.07902, over 12337.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 97.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3123, pruned_loss=0.07936, over 2472303.43 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05815, over 16642.41 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.323, pruned_loss=0.07745, over 1802806.04 frames. utt_duration=1286 frames, utt_pad_proportion=0.04672, over 5612.36 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3102, pruned_loss=0.07937, over 2472895.72 frames. utt_duration=567.2 frames, utt_pad_proportion=0.0591, over 17484.44 utterances.], batch size: 97, lr: 7.28e-04
2022-08-22 00:57:50,114 INFO [train.py:927] (4/8) Epoch 4, batch 2650, giga_loss[loss=0.2199, simple_loss=0.3067, pruned_loss=0.06657, over 12370.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02828, over 70.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3126, pruned_loss=0.07933, over 2472845.45 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06096, over 17455.41 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3224, pruned_loss=0.07725, over 1812550.65 frames. utt_duration=1292 frames, utt_pad_proportion=0.04627, over 5617.14 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3113, pruned_loss=0.07949, over 2473522.56 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06173, over 18260.15 utterances.], batch size: 70, lr: 7.28e-04
2022-08-22 00:59:29,472 INFO [train.py:927] (4/8) Epoch 4, batch 2700, giga_loss[loss=0.2216, simple_loss=0.2953, pruned_loss=0.07393, over 12477.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03633, over 37.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3111, pruned_loss=0.07817, over 2474336.00 frames. utt_duration=555.1 frames, utt_pad_proportion=0.05845, over 17878.31 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3222, pruned_loss=0.07731, over 1819340.11 frames. utt_duration=1294 frames, utt_pad_proportion=0.04584, over 5629.91 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.31, pruned_loss=0.07827, over 2474693.63 frames. utt_duration=533.5 frames, utt_pad_proportion=0.05929, over 18606.61 utterances.], batch size: 37, lr: 7.28e-04
2022-08-22 01:01:09,279 INFO [train.py:927] (4/8) Epoch 4, batch 2750, giga_loss[loss=0.2284, simple_loss=0.2998, pruned_loss=0.07847, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03269, over 80.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3098, pruned_loss=0.07721, over 2474459.65 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06027, over 17777.95 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3221, pruned_loss=0.07726, over 1838781.42 frames. utt_duration=1292 frames, utt_pad_proportion=0.04592, over 5698.95 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3088, pruned_loss=0.07735, over 2474732.77 frames. utt_duration=533 frames, utt_pad_proportion=0.061, over 18623.77 utterances.], batch size: 80, lr: 7.28e-04
2022-08-22 01:02:49,220 INFO [train.py:927] (4/8) Epoch 4, batch 2800, giga_loss[loss=0.2223, simple_loss=0.3075, pruned_loss=0.06857, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02652, over 48.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3109, pruned_loss=0.07769, over 2473329.73 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06038, over 17286.87 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3213, pruned_loss=0.07695, over 1853977.93 frames. utt_duration=1300 frames, utt_pad_proportion=0.04489, over 5710.31 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3104, pruned_loss=0.07804, over 2474034.16 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06138, over 18224.65 utterances.], batch size: 48, lr: 7.28e-04
2022-08-22 01:04:31,088 INFO [train.py:927] (4/8) Epoch 4, batch 2850, giga_loss[loss=0.2608, simple_loss=0.3347, pruned_loss=0.0934, over 12387.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05163, over 161.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3132, pruned_loss=0.07863, over 2472678.50 frames. utt_duration=587.5 frames, utt_pad_proportion=0.0587, over 16878.73 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3216, pruned_loss=0.07698, over 1871882.80 frames. utt_duration=1303 frames, utt_pad_proportion=0.04363, over 5751.40 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3123, pruned_loss=0.07893, over 2473644.95 frames. utt_duration=554 frames, utt_pad_proportion=0.06017, over 17910.45 utterances.], batch size: 161, lr: 7.27e-04
2022-08-22 01:06:11,342 INFO [train.py:927] (4/8) Epoch 4, batch 2900, giga_loss[loss=0.2065, simple_loss=0.2946, pruned_loss=0.0592, over 12394.00 frames. utt_duration=801.3 frames, utt_pad_proportion=0.02991, over 62.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3144, pruned_loss=0.07867, over 2474001.44 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05398, over 16481.64 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3224, pruned_loss=0.07757, over 1881005.89 frames. utt_duration=1302 frames, utt_pad_proportion=0.04301, over 5784.96 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3131, pruned_loss=0.07853, over 2474632.21 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05567, over 17416.23 utterances.], batch size: 62, lr: 7.27e-04
2022-08-22 01:07:51,624 INFO [train.py:927] (4/8) Epoch 4, batch 2950, giga_loss[loss=0.2241, simple_loss=0.3043, pruned_loss=0.07197, over 12472.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02935, over 55.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3134, pruned_loss=0.0785, over 2473570.66 frames. utt_duration=612.7 frames, utt_pad_proportion=0.0507, over 16189.28 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3225, pruned_loss=0.07783, over 1886940.38 frames. utt_duration=1302 frames, utt_pad_proportion=0.04272, over 5805.09 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3123, pruned_loss=0.07823, over 2474051.30 frames. utt_duration=583.6 frames, utt_pad_proportion=0.05234, over 17001.60 utterances.], batch size: 55, lr: 7.27e-04
2022-08-22 01:09:32,414 INFO [train.py:927] (4/8) Epoch 4, batch 3000, giga_loss[loss=0.2036, simple_loss=0.2799, pruned_loss=0.06369, over 12133.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04194, over 33.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3113, pruned_loss=0.07767, over 2472970.11 frames. utt_duration=611.2 frames, utt_pad_proportion=0.04741, over 16223.74 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.323, pruned_loss=0.07802, over 1895667.89 frames. utt_duration=1304 frames, utt_pad_proportion=0.04208, over 5822.93 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3098, pruned_loss=0.07731, over 2473355.28 frames. utt_duration=583.9 frames, utt_pad_proportion=0.04907, over 16988.59 utterances.], batch size: 33, lr: 7.27e-04
2022-08-22 01:09:32,415 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 01:09:46,048 INFO [train.py:967] (4/8) Epoch 4, validation: loss=0.212, simple_loss=0.3137, pruned_loss=0.0551, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 01:11:23,144 INFO [train.py:927] (4/8) Epoch 4, batch 3050, giga_loss[loss=0.2753, simple_loss=0.3512, pruned_loss=0.0997, over 12362.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03985, over 145.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3123, pruned_loss=0.07784, over 2472826.51 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05132, over 16689.14 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3228, pruned_loss=0.07812, over 1909862.55 frames. utt_duration=1306 frames, utt_pad_proportion=0.04168, over 5857.02 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.311, pruned_loss=0.07748, over 2473231.63 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05269, over 17516.25 utterances.], batch size: 145, lr: 7.26e-04
2022-08-22 01:13:01,930 INFO [train.py:927] (4/8) Epoch 4, batch 3100, giga_loss[loss=0.2217, simple_loss=0.3055, pruned_loss=0.06898, over 12419.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04259, over 146.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3127, pruned_loss=0.07794, over 2472634.96 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05343, over 17402.75 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3222, pruned_loss=0.07781, over 1920722.64 frames. utt_duration=1309 frames, utt_pad_proportion=0.041, over 5874.68 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3119, pruned_loss=0.07787, over 2473252.13 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05464, over 18250.28 utterances.], batch size: 146, lr: 7.26e-04
2022-08-22 01:14:41,394 INFO [train.py:927] (4/8) Epoch 4, batch 3150, giga_loss[loss=0.2318, simple_loss=0.312, pruned_loss=0.07577, over 12401.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03989, over 133.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.311, pruned_loss=0.07817, over 2472161.86 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05741, over 17697.25 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3211, pruned_loss=0.07741, over 1942033.62 frames. utt_duration=1315 frames, utt_pad_proportion=0.03996, over 5914.13 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3108, pruned_loss=0.07842, over 2473006.35 frames. utt_duration=528.7 frames, utt_pad_proportion=0.05866, over 18763.84 utterances.], batch size: 133, lr: 7.26e-04
2022-08-22 01:16:19,712 INFO [train.py:927] (4/8) Epoch 4, batch 3200, giga_loss[loss=0.223, simple_loss=0.3063, pruned_loss=0.0698, over 12426.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04177, over 146.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3095, pruned_loss=0.07845, over 2472408.06 frames. utt_duration=559.4 frames, utt_pad_proportion=0.0598, over 17725.63 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3208, pruned_loss=0.07732, over 1960764.52 frames. utt_duration=1306 frames, utt_pad_proportion=0.04353, over 6013.90 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3092, pruned_loss=0.07874, over 2472680.38 frames. utt_duration=525.9 frames, utt_pad_proportion=0.05979, over 18860.96 utterances.], batch size: 146, lr: 7.26e-04
2022-08-22 01:17:59,520 INFO [train.py:927] (4/8) Epoch 4, batch 3250, giga_loss[loss=0.187, simple_loss=0.2707, pruned_loss=0.05169, over 12387.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02677, over 70.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3077, pruned_loss=0.07771, over 2473223.24 frames. utt_duration=568.4 frames, utt_pad_proportion=0.05894, over 17450.16 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3211, pruned_loss=0.07755, over 1978386.48 frames. utt_duration=1287 frames, utt_pad_proportion=0.0484, over 6155.40 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3069, pruned_loss=0.07778, over 2473478.43 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05762, over 18600.49 utterances.], batch size: 70, lr: 7.26e-04
2022-08-22 01:19:39,495 INFO [train.py:927] (4/8) Epoch 4, batch 3300, giga_loss[loss=0.2095, simple_loss=0.2891, pruned_loss=0.06493, over 12437.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03824, over 123.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3045, pruned_loss=0.07646, over 2473692.72 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05499, over 17006.33 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3213, pruned_loss=0.07769, over 1990596.18 frames. utt_duration=1280 frames, utt_pad_proportion=0.04837, over 6226.92 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3034, pruned_loss=0.07641, over 2473934.64 frames. utt_duration=548 frames, utt_pad_proportion=0.05423, over 18108.66 utterances.], batch size: 123, lr: 7.25e-04
2022-08-22 01:21:19,974 INFO [train.py:927] (4/8) Epoch 4, batch 3350, giga_loss[loss=0.2454, simple_loss=0.3257, pruned_loss=0.08256, over 12383.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0377, over 113.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.306, pruned_loss=0.07711, over 2473214.01 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05807, over 17441.34 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3212, pruned_loss=0.07773, over 1999982.74 frames. utt_duration=1268 frames, utt_pad_proportion=0.0529, over 6316.45 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3049, pruned_loss=0.07703, over 2473568.30 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05613, over 18426.53 utterances.], batch size: 113, lr: 7.25e-04
2022-08-22 01:23:00,483 INFO [train.py:927] (4/8) Epoch 4, batch 3400, libri_loss[loss=0.2495, simple_loss=0.3334, pruned_loss=0.08283, over 12434.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01567, over 40.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3096, pruned_loss=0.07818, over 2473109.13 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05508, over 16771.37 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3228, pruned_loss=0.07817, over 2014170.00 frames. utt_duration=1272 frames, utt_pad_proportion=0.0514, over 6342.71 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3072, pruned_loss=0.07779, over 2473244.73 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05415, over 17826.59 utterances.], batch size: 40, lr: 7.25e-04
2022-08-22 01:24:41,840 INFO [train.py:927] (4/8) Epoch 4, batch 3450, giga_loss[loss=0.2348, simple_loss=0.3186, pruned_loss=0.07549, over 12348.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03028, over 70.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3121, pruned_loss=0.07948, over 2474449.45 frames. utt_duration=560.4 frames, utt_pad_proportion=0.05725, over 17708.00 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3225, pruned_loss=0.07812, over 2021086.59 frames. utt_duration=1273 frames, utt_pad_proportion=0.05085, over 6357.42 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3103, pruned_loss=0.07922, over 2474506.81 frames. utt_duration=531.6 frames, utt_pad_proportion=0.05663, over 18672.32 utterances.], batch size: 70, lr: 7.25e-04
2022-08-22 01:26:29,186 INFO [train.py:927] (4/8) Epoch 4, batch 3500, giga_loss[loss=0.3949, simple_loss=0.4102, pruned_loss=0.1898, over 12383.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1077, over 259.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3177, pruned_loss=0.08412, over 2474331.70 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05957, over 17988.06 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3223, pruned_loss=0.07814, over 2027638.23 frames. utt_duration=1275 frames, utt_pad_proportion=0.05034, over 6370.02 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3162, pruned_loss=0.08393, over 2474571.65 frames. utt_duration=525.6 frames, utt_pad_proportion=0.05917, over 18887.41 utterances.], batch size: 259, lr: 7.24e-04
2022-08-22 01:28:17,169 INFO [train.py:927] (4/8) Epoch 4, batch 3550, giga_loss[loss=0.3429, simple_loss=0.3772, pruned_loss=0.1544, over 12356.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1995, over 367.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3259, pruned_loss=0.09086, over 2474440.42 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07433, over 19643.90 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3227, pruned_loss=0.07853, over 2036516.19 frames. utt_duration=1260 frames, utt_pad_proportion=0.05577, over 6472.66 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3244, pruned_loss=0.09057, over 2474633.85 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07218, over 20482.39 utterances.], batch size: 367, lr: 7.24e-04
2022-08-22 01:30:03,328 INFO [train.py:927] (4/8) Epoch 4, batch 3600, giga_loss[loss=0.3655, simple_loss=0.3908, pruned_loss=0.1701, over 12361.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.335, pruned_loss=0.09813, over 2474660.11 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07625, over 20481.32 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3235, pruned_loss=0.07859, over 2040895.76 frames. utt_duration=1262 frames, utt_pad_proportion=0.05526, over 6475.94 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3334, pruned_loss=0.098, over 2474809.89 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07476, over 21260.56 utterances.], batch size: 260, lr: 7.24e-04
2022-08-22 01:31:48,216 INFO [train.py:927] (4/8) Epoch 4, batch 3650, giga_loss[loss=0.2479, simple_loss=0.3268, pruned_loss=0.08445, over 12307.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03343, over 51.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3393, pruned_loss=0.1011, over 2474100.90 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07688, over 20329.15 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3241, pruned_loss=0.07879, over 2053706.91 frames. utt_duration=1263 frames, utt_pad_proportion=0.05413, over 6513.90 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3379, pruned_loss=0.1015, over 2474266.89 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07624, over 21311.29 utterances.], batch size: 51, lr: 7.24e-04
2022-08-22 01:33:35,693 INFO [train.py:927] (4/8) Epoch 4, batch 3700, giga_loss[loss=0.3818, simple_loss=0.4199, pruned_loss=0.1719, over 12401.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04326, over 146.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3441, pruned_loss=0.1062, over 2474082.12 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07865, over 20859.67 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3242, pruned_loss=0.07892, over 2063985.08 frames. utt_duration=1252 frames, utt_pad_proportion=0.05774, over 6604.36 utterances.], giga_tot_loss[loss=0.2786, simple_loss=0.3434, pruned_loss=0.107, over 2474333.02 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07743, over 21887.30 utterances.], batch size: 146, lr: 7.24e-04
2022-08-22 01:35:26,011 INFO [train.py:927] (4/8) Epoch 4, batch 3750, giga_loss[loss=0.2522, simple_loss=0.3258, pruned_loss=0.08933, over 12399.00 frames. utt_duration=974.2 frames, utt_pad_proportion=0.02874, over 51.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3481, pruned_loss=0.1099, over 2473607.58 frames. utt_duration=465.1 frames, utt_pad_proportion=0.08186, over 21341.27 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3238, pruned_loss=0.07895, over 2075731.69 frames. utt_duration=1257 frames, utt_pad_proportion=0.05634, over 6611.08 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3484, pruned_loss=0.1113, over 2474161.78 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08123, over 22539.69 utterances.], batch size: 51, lr: 7.23e-04
2022-08-22 01:37:13,185 INFO [train.py:927] (4/8) Epoch 4, batch 3800, giga_loss[loss=0.2431, simple_loss=0.3174, pruned_loss=0.0844, over 12451.00 frames. utt_duration=624 frames, utt_pad_proportion=0.031, over 80.00 utterances.], tot_loss[loss=0.2858, simple_loss=0.3489, pruned_loss=0.1113, over 2473489.79 frames. utt_duration=461.2 frames, utt_pad_proportion=0.08133, over 21518.77 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3235, pruned_loss=0.07877, over 2085344.15 frames. utt_duration=1262 frames, utt_pad_proportion=0.0553, over 6617.69 utterances.], giga_tot_loss[loss=0.2882, simple_loss=0.3499, pruned_loss=0.1133, over 2474139.52 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08129, over 22808.77 utterances.], batch size: 80, lr: 7.23e-04
2022-08-22 01:38:56,307 INFO [train.py:927] (4/8) Epoch 4, batch 3850, giga_loss[loss=0.2785, simple_loss=0.3347, pruned_loss=0.1111, over 12471.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03675, over 40.00 utterances.], tot_loss[loss=0.2865, simple_loss=0.35, pruned_loss=0.1114, over 2473953.45 frames. utt_duration=470.5 frames, utt_pad_proportion=0.08013, over 21098.06 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3226, pruned_loss=0.07847, over 2092909.22 frames. utt_duration=1269 frames, utt_pad_proportion=0.05443, over 6605.41 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.352, pruned_loss=0.1138, over 2474591.80 frames. utt_duration=443.5 frames, utt_pad_proportion=0.08051, over 22392.25 utterances.], batch size: 40, lr: 7.23e-04
2022-08-22 01:40:41,875 INFO [train.py:927] (4/8) Epoch 4, batch 3900, giga_loss[loss=0.2349, simple_loss=0.3117, pruned_loss=0.07903, over 12331.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03319, over 51.00 utterances.], tot_loss[loss=0.2882, simple_loss=0.3516, pruned_loss=0.1124, over 2474419.29 frames. utt_duration=459.5 frames, utt_pad_proportion=0.08241, over 21607.88 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3224, pruned_loss=0.07841, over 2100728.39 frames. utt_duration=1270 frames, utt_pad_proportion=0.0535, over 6622.08 utterances.], giga_tot_loss[loss=0.2919, simple_loss=0.3538, pruned_loss=0.115, over 2474691.70 frames. utt_duration=433.8 frames, utt_pad_proportion=0.083, over 22897.64 utterances.], batch size: 51, lr: 7.23e-04
2022-08-22 01:42:28,296 INFO [train.py:927] (4/8) Epoch 4, batch 3950, giga_loss[loss=0.2686, simple_loss=0.3468, pruned_loss=0.09522, over 12411.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.02793, over 58.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3516, pruned_loss=0.1099, over 2474757.97 frames. utt_duration=461 frames, utt_pad_proportion=0.07718, over 21542.42 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3245, pruned_loss=0.07877, over 2108055.88 frames. utt_duration=1272 frames, utt_pad_proportion=0.05251, over 6636.53 utterances.], giga_tot_loss[loss=0.2883, simple_loss=0.3522, pruned_loss=0.1122, over 2475051.19 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07833, over 22824.63 utterances.], batch size: 58, lr: 7.23e-04
2022-08-22 01:44:14,136 INFO [train.py:927] (4/8) Epoch 4, batch 4000, libri_loss[loss=0.3189, simple_loss=0.3991, pruned_loss=0.1194, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01523, over 40.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3494, pruned_loss=0.1083, over 2474597.87 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08125, over 21903.90 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3251, pruned_loss=0.07917, over 2115052.31 frames. utt_duration=1275 frames, utt_pad_proportion=0.05164, over 6643.84 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3499, pruned_loss=0.1104, over 2475075.26 frames. utt_duration=428.3 frames, utt_pad_proportion=0.08232, over 23193.89 utterances.], batch size: 40, lr: 7.22e-04
2022-08-22 01:45:57,901 INFO [train.py:927] (4/8) Epoch 4, batch 4050, giga_loss[loss=0.2852, simple_loss=0.3519, pruned_loss=0.1092, over 12309.00 frames. utt_duration=913.1 frames, utt_pad_proportion=0.02443, over 54.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3473, pruned_loss=0.1065, over 2475096.02 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07807, over 21737.79 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3251, pruned_loss=0.07911, over 2122110.04 frames. utt_duration=1277 frames, utt_pad_proportion=0.0507, over 6653.87 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.348, pruned_loss=0.1088, over 2475565.59 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07949, over 23029.92 utterances.], batch size: 54, lr: 7.22e-04
2022-08-22 01:47:49,646 INFO [train.py:927] (4/8) Epoch 4, batch 4100, libri_loss[loss=0.2503, simple_loss=0.3373, pruned_loss=0.08162, over 12441.00 frames. utt_duration=767.2 frames, utt_pad_proportion=0.1282, over 65.00 utterances.], tot_loss[loss=0.2774, simple_loss=0.3453, pruned_loss=0.1047, over 2474339.16 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07866, over 21299.83 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3251, pruned_loss=0.0791, over 2129072.49 frames. utt_duration=1274 frames, utt_pad_proportion=0.0508, over 6693.74 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.3462, pruned_loss=0.107, over 2474721.89 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07993, over 22560.08 utterances.], batch size: 65, lr: 7.22e-04
2022-08-22 01:49:35,663 INFO [train.py:927] (4/8) Epoch 4, batch 4150, giga_loss[loss=0.2585, simple_loss=0.339, pruned_loss=0.08905, over 12378.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03481, over 122.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3448, pruned_loss=0.102, over 2474322.86 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07582, over 20956.62 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3248, pruned_loss=0.07902, over 2135833.18 frames. utt_duration=1277 frames, utt_pad_proportion=0.0499, over 6695.87 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.3462, pruned_loss=0.1042, over 2474710.84 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07741, over 22221.24 utterances.], batch size: 122, lr: 7.22e-04
2022-08-22 01:51:21,876 INFO [train.py:927] (4/8) Epoch 4, batch 4200, giga_loss[loss=0.256, simple_loss=0.336, pruned_loss=0.08799, over 12383.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02585, over 66.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3444, pruned_loss=0.1021, over 2474444.47 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07461, over 21096.12 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3249, pruned_loss=0.07909, over 2139003.20 frames. utt_duration=1274 frames, utt_pad_proportion=0.05046, over 6725.75 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3456, pruned_loss=0.1041, over 2474925.31 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07588, over 22187.54 utterances.], batch size: 66, lr: 7.21e-04
2022-08-22 01:53:06,813 INFO [train.py:927] (4/8) Epoch 4, batch 4250, libri_loss[loss=0.2903, simple_loss=0.3794, pruned_loss=0.1006, over 12417.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01558, over 40.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3434, pruned_loss=0.1021, over 2474362.74 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07234, over 20821.32 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3264, pruned_loss=0.0794, over 2145439.53 frames. utt_duration=1276 frames, utt_pad_proportion=0.04959, over 6732.25 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3435, pruned_loss=0.1038, over 2474927.89 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07385, over 21946.38 utterances.], batch size: 40, lr: 7.21e-04
2022-08-22 01:54:54,693 INFO [train.py:927] (4/8) Epoch 4, batch 4300, giga_loss[loss=0.242, simple_loss=0.3358, pruned_loss=0.07412, over 12354.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02928, over 70.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3428, pruned_loss=0.1011, over 2474794.23 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06864, over 19928.66 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3269, pruned_loss=0.07965, over 2151804.05 frames. utt_duration=1277 frames, utt_pad_proportion=0.0487, over 6746.45 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3428, pruned_loss=0.1026, over 2475397.52 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07046, over 21053.22 utterances.], batch size: 70, lr: 7.21e-04
2022-08-22 01:56:37,942 INFO [train.py:927] (4/8) Epoch 4, batch 4350, giga_loss[loss=0.2435, simple_loss=0.3335, pruned_loss=0.0767, over 12330.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03493, over 62.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3412, pruned_loss=0.09931, over 2474512.67 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07141, over 20030.53 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3259, pruned_loss=0.0791, over 2159216.16 frames. utt_duration=1286 frames, utt_pad_proportion=0.04796, over 6722.98 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3423, pruned_loss=0.1014, over 2475516.41 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07311, over 21247.06 utterances.], batch size: 62, lr: 7.21e-04
2022-08-22 01:58:25,429 INFO [train.py:927] (4/8) Epoch 4, batch 4400, giga_loss[loss=0.2422, simple_loss=0.3223, pruned_loss=0.08109, over 12389.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02793, over 85.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3385, pruned_loss=0.09821, over 2474007.01 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07358, over 20013.65 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3263, pruned_loss=0.07932, over 2165219.39 frames. utt_duration=1282 frames, utt_pad_proportion=0.04825, over 6764.02 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3393, pruned_loss=0.1001, over 2475033.28 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07495, over 21195.56 utterances.], batch size: 85, lr: 7.21e-04
2022-08-22 02:00:11,637 INFO [train.py:927] (4/8) Epoch 4, batch 4450, giga_loss[loss=0.2395, simple_loss=0.3088, pruned_loss=0.08517, over 12158.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.03903, over 28.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3366, pruned_loss=0.09841, over 2473059.65 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07786, over 20339.83 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3258, pruned_loss=0.07902, over 2171247.37 frames. utt_duration=1286 frames, utt_pad_proportion=0.04761, over 6761.70 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3378, pruned_loss=0.1005, over 2473976.53 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07905, over 21516.42 utterances.], batch size: 28, lr: 7.20e-04
2022-08-22 02:01:54,706 INFO [train.py:927] (4/8) Epoch 4, batch 4500, giga_loss[loss=0.3677, simple_loss=0.4032, pruned_loss=0.1661, over 12362.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3365, pruned_loss=0.09888, over 2473474.93 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07506, over 20241.65 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3265, pruned_loss=0.07946, over 2183090.81 frames. utt_duration=1276 frames, utt_pad_proportion=0.04764, over 6851.60 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3373, pruned_loss=0.1008, over 2474237.54 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07659, over 21577.36 utterances.], batch size: 258, lr: 7.20e-04
2022-08-22 02:03:41,978 INFO [train.py:927] (4/8) Epoch 4, batch 4550, giga_loss[loss=0.254, simple_loss=0.3375, pruned_loss=0.08519, over 12384.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02732, over 70.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3352, pruned_loss=0.09818, over 2473585.42 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07532, over 20298.72 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3261, pruned_loss=0.07936, over 2189953.80 frames. utt_duration=1278 frames, utt_pad_proportion=0.04675, over 6861.32 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3363, pruned_loss=0.1002, over 2474470.41 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07693, over 21636.10 utterances.], batch size: 70, lr: 7.20e-04
2022-08-22 02:05:25,622 INFO [train.py:927] (4/8) Epoch 4, batch 4600, giga_loss[loss=0.2374, simple_loss=0.3181, pruned_loss=0.07842, over 12369.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03091, over 62.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3348, pruned_loss=0.09779, over 2474297.01 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07692, over 20799.19 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3258, pruned_loss=0.0793, over 2193994.31 frames. utt_duration=1282 frames, utt_pad_proportion=0.0462, over 6854.42 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.336, pruned_loss=0.0997, over 2475154.17 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07832, over 22033.60 utterances.], batch size: 62, lr: 7.20e-04
2022-08-22 02:07:10,109 INFO [train.py:927] (4/8) Epoch 4, batch 4650, giga_loss[loss=0.2738, simple_loss=0.3448, pruned_loss=0.1014, over 12432.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03214, over 80.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3359, pruned_loss=0.09778, over 2475171.21 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07896, over 21293.15 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3271, pruned_loss=0.07945, over 2196810.94 frames. utt_duration=1282 frames, utt_pad_proportion=0.04581, over 6860.84 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3359, pruned_loss=0.09931, over 2475839.86 frames. utt_duration=443.9 frames, utt_pad_proportion=0.08014, over 22382.69 utterances.], batch size: 80, lr: 7.19e-04
2022-08-22 02:08:55,390 INFO [train.py:927] (4/8) Epoch 4, batch 4700, giga_loss[loss=0.3387, simple_loss=0.3849, pruned_loss=0.1463, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07477, over 212.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3382, pruned_loss=0.1002, over 2475300.93 frames. utt_duration=469 frames, utt_pad_proportion=0.0751, over 21178.00 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3271, pruned_loss=0.07939, over 2204991.91 frames. utt_duration=1287 frames, utt_pad_proportion=0.04474, over 6860.87 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3386, pruned_loss=0.102, over 2475892.86 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07679, over 22450.42 utterances.], batch size: 212, lr: 7.19e-04
2022-08-22 02:10:37,272 INFO [train.py:927] (4/8) Epoch 4, batch 4750, giga_loss[loss=0.2656, simple_loss=0.3306, pruned_loss=0.1003, over 12342.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03329, over 97.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3379, pruned_loss=0.1013, over 2475262.84 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07462, over 21098.51 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3262, pruned_loss=0.07921, over 2213704.14 frames. utt_duration=1291 frames, utt_pad_proportion=0.04393, over 6868.54 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3392, pruned_loss=0.1036, over 2476284.82 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07652, over 22556.25 utterances.], batch size: 97, lr: 7.19e-04
2022-08-22 02:12:21,244 INFO [train.py:927] (4/8) Epoch 4, batch 4800, giga_loss[loss=0.2676, simple_loss=0.3263, pruned_loss=0.1044, over 12424.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04216, over 31.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3375, pruned_loss=0.1015, over 2474962.25 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07522, over 21077.18 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3258, pruned_loss=0.07909, over 2216132.54 frames. utt_duration=1294 frames, utt_pad_proportion=0.04361, over 6860.87 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3389, pruned_loss=0.1036, over 2475934.04 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07686, over 22354.81 utterances.], batch size: 31, lr: 7.19e-04
2022-08-22 02:14:03,072 INFO [train.py:927] (4/8) Epoch 4, batch 4850, giga_loss[loss=0.2388, simple_loss=0.3222, pruned_loss=0.07774, over 12321.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.03741, over 26.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3376, pruned_loss=0.1001, over 2474571.69 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07735, over 20849.41 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.326, pruned_loss=0.07939, over 2225266.59 frames. utt_duration=1294 frames, utt_pad_proportion=0.04289, over 6887.13 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.339, pruned_loss=0.1023, over 2475160.24 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07915, over 22302.41 utterances.], batch size: 26, lr: 7.19e-04
2022-08-22 02:15:52,233 INFO [train.py:927] (4/8) Epoch 4, batch 4900, giga_loss[loss=0.2598, simple_loss=0.3274, pruned_loss=0.09614, over 12426.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03869, over 105.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3353, pruned_loss=0.0986, over 2474740.28 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07472, over 20195.29 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3263, pruned_loss=0.0793, over 2230821.41 frames. utt_duration=1285 frames, utt_pad_proportion=0.04727, over 6950.34 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3364, pruned_loss=0.1008, over 2475778.53 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07537, over 21603.58 utterances.], batch size: 105, lr: 7.18e-04
2022-08-22 02:17:33,377 INFO [train.py:927] (4/8) Epoch 4, batch 4950, giga_loss[loss=0.3498, simple_loss=0.3892, pruned_loss=0.1552, over 12367.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04018, over 145.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3359, pruned_loss=0.09943, over 2474935.85 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07438, over 20096.69 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3265, pruned_loss=0.07951, over 2239136.89 frames. utt_duration=1260 frames, utt_pad_proportion=0.05461, over 7118.93 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.337, pruned_loss=0.1017, over 2475870.52 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07327, over 21501.47 utterances.], batch size: 145, lr: 7.18e-04
2022-08-22 02:19:22,305 INFO [train.py:927] (4/8) Epoch 4, batch 5000, giga_loss[loss=0.2828, simple_loss=0.3633, pruned_loss=0.1012, over 12110.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04389, over 33.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3382, pruned_loss=0.09862, over 2474807.06 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07156, over 19763.98 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3265, pruned_loss=0.07956, over 2240175.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.05438, over 7117.33 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3391, pruned_loss=0.1004, over 2475670.10 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07093, over 20923.21 utterances.], batch size: 33, lr: 7.18e-04
2022-08-22 02:21:06,830 INFO [train.py:927] (4/8) Epoch 4, batch 5050, giga_loss[loss=0.2784, simple_loss=0.3474, pruned_loss=0.1047, over 12387.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03882, over 113.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3411, pruned_loss=0.1007, over 2475135.97 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06865, over 19744.10 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3262, pruned_loss=0.07971, over 2243505.29 frames. utt_duration=1263 frames, utt_pad_proportion=0.05388, over 7116.51 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3422, pruned_loss=0.1023, over 2475988.19 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06852, over 20836.31 utterances.], batch size: 113, lr: 7.18e-04
2022-08-22 02:22:52,350 INFO [train.py:927] (4/8) Epoch 4, batch 5100, giga_loss[loss=0.2984, simple_loss=0.3565, pruned_loss=0.1201, over 12427.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.02971, over 80.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3422, pruned_loss=0.1024, over 2475432.32 frames. utt_duration=508 frames, utt_pad_proportion=0.06818, over 19549.74 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3262, pruned_loss=0.08018, over 2249127.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.0529, over 7122.50 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3434, pruned_loss=0.1038, over 2476238.04 frames. utt_duration=479.7 frames, utt_pad_proportion=0.06855, over 20710.44 utterances.], batch size: 80, lr: 7.18e-04
2022-08-22 02:24:35,596 INFO [train.py:927] (4/8) Epoch 4, batch 5150, giga_loss[loss=0.2344, simple_loss=0.3045, pruned_loss=0.08218, over 12441.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03668, over 40.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3401, pruned_loss=0.1014, over 2475032.88 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06566, over 19327.30 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3259, pruned_loss=0.07998, over 2256381.93 frames. utt_duration=1270 frames, utt_pad_proportion=0.05141, over 7114.47 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3419, pruned_loss=0.1033, over 2476169.36 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06673, over 20661.03 utterances.], batch size: 40, lr: 7.17e-04
2022-08-22 02:26:18,168 INFO [train.py:927] (4/8) Epoch 4, batch 5200, giga_loss[loss=0.2889, simple_loss=0.3484, pruned_loss=0.1148, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.0314, over 85.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3394, pruned_loss=0.102, over 2474345.46 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06808, over 20018.81 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3261, pruned_loss=0.08008, over 2259461.81 frames. utt_duration=1273 frames, utt_pad_proportion=0.05078, over 7110.75 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3407, pruned_loss=0.1038, over 2475400.37 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06901, over 21238.59 utterances.], batch size: 85, lr: 7.17e-04
2022-08-22 02:28:03,477 INFO [train.py:927] (4/8) Epoch 4, batch 5250, libri_loss[loss=0.2649, simple_loss=0.3429, pruned_loss=0.09345, over 12327.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01863, over 41.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3381, pruned_loss=0.1015, over 2474614.59 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07146, over 20155.70 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3258, pruned_loss=0.08006, over 2264566.41 frames. utt_duration=1271 frames, utt_pad_proportion=0.05066, over 7133.76 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3397, pruned_loss=0.1034, over 2475639.12 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07222, over 21395.85 utterances.], batch size: 41, lr: 7.17e-04
2022-08-22 02:29:48,121 INFO [train.py:927] (4/8) Epoch 4, batch 5300, giga_loss[loss=0.2543, simple_loss=0.3245, pruned_loss=0.09201, over 12361.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.0347, over 104.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3361, pruned_loss=0.09997, over 2474888.31 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07044, over 19619.33 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.326, pruned_loss=0.08018, over 2267642.99 frames. utt_duration=1258 frames, utt_pad_proportion=0.0547, over 7217.34 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3374, pruned_loss=0.1016, over 2475747.96 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07002, over 20690.80 utterances.], batch size: 104, lr: 7.17e-04
2022-08-22 02:31:30,947 INFO [train.py:927] (4/8) Epoch 4, batch 5350, giga_loss[loss=0.3482, simple_loss=0.3743, pruned_loss=0.1611, over 12333.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2088, over 371.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3388, pruned_loss=0.1015, over 2474154.20 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07352, over 20185.85 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3266, pruned_loss=0.08028, over 2272798.91 frames. utt_duration=1260 frames, utt_pad_proportion=0.05358, over 7223.80 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3395, pruned_loss=0.1032, over 2474823.16 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07351, over 21323.37 utterances.], batch size: 371, lr: 7.16e-04
2022-08-22 02:33:17,626 INFO [train.py:927] (4/8) Epoch 4, batch 5400, libri_loss[loss=0.2646, simple_loss=0.3498, pruned_loss=0.08972, over 12436.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01092, over 39.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.34, pruned_loss=0.1015, over 2473716.08 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07318, over 19686.35 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3272, pruned_loss=0.08032, over 2279886.28 frames. utt_duration=1247 frames, utt_pad_proportion=0.05768, over 7322.57 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3406, pruned_loss=0.1036, over 2474110.17 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07231, over 20929.03 utterances.], batch size: 39, lr: 7.16e-04
2022-08-22 02:35:00,469 INFO [train.py:927] (4/8) Epoch 4, batch 5450, giga_loss[loss=0.2716, simple_loss=0.357, pruned_loss=0.09306, over 12420.00 frames. utt_duration=711.4 frames, utt_pad_proportion=0.02416, over 70.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3414, pruned_loss=0.09938, over 2474067.32 frames. utt_duration=520.1 frames, utt_pad_proportion=0.07003, over 19082.50 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3271, pruned_loss=0.08026, over 2285972.87 frames. utt_duration=1245 frames, utt_pad_proportion=0.05743, over 7351.29 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3422, pruned_loss=0.1016, over 2474085.96 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06975, over 20364.73 utterances.], batch size: 70, lr: 7.16e-04
2022-08-22 02:36:42,625 INFO [train.py:927] (4/8) Epoch 4, batch 5500, giga_loss[loss=0.2756, simple_loss=0.3391, pruned_loss=0.1061, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03831, over 40.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3419, pruned_loss=0.09933, over 2474274.24 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06338, over 18383.84 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3266, pruned_loss=0.08009, over 2290380.56 frames. utt_duration=1250 frames, utt_pad_proportion=0.05644, over 7337.52 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3434, pruned_loss=0.1016, over 2474520.97 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06394, over 19671.92 utterances.], batch size: 40, lr: 7.16e-04
2022-08-22 02:38:29,601 INFO [train.py:927] (4/8) Epoch 4, batch 5550, giga_loss[loss=0.2957, simple_loss=0.3572, pruned_loss=0.1171, over 12440.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05347, over 162.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3434, pruned_loss=0.1019, over 2474410.46 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06557, over 19255.31 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3259, pruned_loss=0.07974, over 2294035.70 frames. utt_duration=1255 frames, utt_pad_proportion=0.05558, over 7321.94 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3454, pruned_loss=0.1044, over 2474616.55 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06621, over 20499.63 utterances.], batch size: 162, lr: 7.16e-04
2022-08-22 02:40:09,762 INFO [train.py:927] (4/8) Epoch 4, batch 5600, giga_loss[loss=0.2243, simple_loss=0.3154, pruned_loss=0.06661, over 12352.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03239, over 58.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3433, pruned_loss=0.1014, over 2474011.37 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06992, over 19665.65 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3258, pruned_loss=0.0798, over 2297324.27 frames. utt_duration=1253 frames, utt_pad_proportion=0.05534, over 7340.42 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3452, pruned_loss=0.1038, over 2474468.87 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07035, over 20862.27 utterances.], batch size: 58, lr: 7.15e-04
2022-08-22 02:41:52,822 INFO [train.py:927] (4/8) Epoch 4, batch 5650, libri_loss[loss=0.2614, simple_loss=0.3377, pruned_loss=0.09261, over 12331.00 frames. utt_duration=772 frames, utt_pad_proportion=0.1237, over 64.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3436, pruned_loss=0.1001, over 2474186.03 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06933, over 19608.73 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3266, pruned_loss=0.08011, over 2304284.39 frames. utt_duration=1238 frames, utt_pad_proportion=0.059, over 7456.98 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3452, pruned_loss=0.1026, over 2474550.75 frames. utt_duration=474 frames, utt_pad_proportion=0.06887, over 20949.17 utterances.], batch size: 64, lr: 7.15e-04
2022-08-22 02:43:35,662 INFO [train.py:927] (4/8) Epoch 4, batch 5700, giga_loss[loss=0.2538, simple_loss=0.3382, pruned_loss=0.08472, over 12379.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02792, over 70.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3434, pruned_loss=0.1012, over 2473770.65 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07413, over 20259.79 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3255, pruned_loss=0.07954, over 2310556.35 frames. utt_duration=1244 frames, utt_pad_proportion=0.05748, over 7441.13 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3462, pruned_loss=0.1044, over 2474400.07 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07414, over 21812.78 utterances.], batch size: 70, lr: 7.15e-04
2022-08-22 02:45:17,471 INFO [train.py:927] (4/8) Epoch 4, batch 5750, giga_loss[loss=0.262, simple_loss=0.3314, pruned_loss=0.09631, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03142, over 80.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3406, pruned_loss=0.1004, over 2474274.41 frames. utt_duration=487 frames, utt_pad_proportion=0.07789, over 20385.40 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3248, pruned_loss=0.07936, over 2314450.48 frames. utt_duration=1249 frames, utt_pad_proportion=0.05639, over 7423.17 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3439, pruned_loss=0.1036, over 2474920.04 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07809, over 21927.78 utterances.], batch size: 80, lr: 7.15e-04
2022-08-22 02:47:02,108 INFO [train.py:927] (4/8) Epoch 4, batch 5800, giga_loss[loss=0.2721, simple_loss=0.3251, pruned_loss=0.1095, over 12361.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2017, over 368.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.338, pruned_loss=0.0992, over 2474276.79 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07421, over 19875.58 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3243, pruned_loss=0.07907, over 2317989.19 frames. utt_duration=1254 frames, utt_pad_proportion=0.05533, over 7404.83 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3414, pruned_loss=0.1024, over 2475148.76 frames. utt_duration=464 frames, utt_pad_proportion=0.07506, over 21406.11 utterances.], batch size: 368, lr: 7.15e-04
2022-08-22 02:48:45,350 INFO [train.py:927] (4/8) Epoch 4, batch 5850, giga_loss[loss=0.3078, simple_loss=0.341, pruned_loss=0.1373, over 12366.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2051, over 370.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3385, pruned_loss=0.1001, over 2474958.02 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07752, over 20353.61 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3248, pruned_loss=0.07909, over 2324793.14 frames. utt_duration=1247 frames, utt_pad_proportion=0.05898, over 7464.72 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3414, pruned_loss=0.1036, over 2475768.92 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07705, over 22070.70 utterances.], batch size: 370, lr: 7.14e-04
2022-08-22 02:50:23,129 INFO [train.py:927] (4/8) Epoch 4, batch 5900, giga_loss[loss=0.2863, simple_loss=0.3355, pruned_loss=0.1185, over 12325.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1944, over 364.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3348, pruned_loss=0.09661, over 2475018.59 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07521, over 20334.15 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3244, pruned_loss=0.07893, over 2328214.90 frames. utt_duration=1253 frames, utt_pad_proportion=0.05785, over 7441.34 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3377, pruned_loss=0.09997, over 2475940.72 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07545, over 22020.33 utterances.], batch size: 364, lr: 7.14e-04
2022-08-22 02:52:08,690 INFO [train.py:927] (4/8) Epoch 4, batch 5950, giga_loss[loss=0.2728, simple_loss=0.3245, pruned_loss=0.1105, over 12340.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3336, pruned_loss=0.09601, over 2475204.97 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07578, over 20860.73 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3241, pruned_loss=0.07882, over 2328796.83 frames. utt_duration=1255 frames, utt_pad_proportion=0.05766, over 7433.13 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3361, pruned_loss=0.0988, over 2476049.27 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07601, over 22239.77 utterances.], batch size: 368, lr: 7.14e-04
2022-08-22 02:53:53,227 INFO [train.py:927] (4/8) Epoch 4, batch 6000, giga_loss[loss=0.2883, simple_loss=0.3568, pruned_loss=0.1099, over 12399.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.02479, over 66.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3315, pruned_loss=0.09601, over 2474912.38 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07939, over 21383.82 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3236, pruned_loss=0.07859, over 2332204.66 frames. utt_duration=1259 frames, utt_pad_proportion=0.05669, over 7417.60 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3341, pruned_loss=0.0988, over 2475776.56 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07974, over 22800.42 utterances.], batch size: 66, lr: 7.14e-04
2022-08-22 02:53:53,229 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 02:54:06,243 INFO [train.py:967] (4/8) Epoch 4, validation: loss=0.2011, simple_loss=0.3076, pruned_loss=0.04733, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 02:55:47,435 INFO [train.py:927] (4/8) Epoch 4, batch 6050, giga_loss[loss=0.3139, simple_loss=0.3547, pruned_loss=0.1365, over 12367.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2163, over 375.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.333, pruned_loss=0.09682, over 2475343.27 frames. utt_duration=461 frames, utt_pad_proportion=0.07997, over 21548.06 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3235, pruned_loss=0.07859, over 2334120.98 frames. utt_duration=1262 frames, utt_pad_proportion=0.05602, over 7407.39 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3354, pruned_loss=0.09928, over 2476236.82 frames. utt_duration=434.4 frames, utt_pad_proportion=0.0805, over 22880.61 utterances.], batch size: 375, lr: 7.14e-04
2022-08-22 02:57:33,177 INFO [train.py:927] (4/8) Epoch 4, batch 6100, giga_loss[loss=0.2305, simple_loss=0.3125, pruned_loss=0.07421, over 12352.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04885, over 26.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3337, pruned_loss=0.09808, over 2474967.62 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08322, over 22183.56 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3229, pruned_loss=0.07848, over 2339680.37 frames. utt_duration=1264 frames, utt_pad_proportion=0.05474, over 7410.57 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3365, pruned_loss=0.1009, over 2475652.88 frames. utt_duration=417.6 frames, utt_pad_proportion=0.08414, over 23796.93 utterances.], batch size: 26, lr: 7.13e-04
2022-08-22 02:59:15,931 INFO [train.py:927] (4/8) Epoch 4, batch 6150, giga_loss[loss=0.2777, simple_loss=0.3489, pruned_loss=0.1033, over 12418.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03889, over 133.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3353, pruned_loss=0.09907, over 2474634.02 frames. utt_duration=458 frames, utt_pad_proportion=0.08297, over 21684.12 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3232, pruned_loss=0.07845, over 2344564.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05438, over 7441.44 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3377, pruned_loss=0.1021, over 2475615.11 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08421, over 23510.79 utterances.], batch size: 133, lr: 7.13e-04
2022-08-22 03:01:03,319 INFO [train.py:927] (4/8) Epoch 4, batch 6200, giga_loss[loss=0.2574, simple_loss=0.3361, pruned_loss=0.0894, over 12390.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.025, over 66.00 utterances.], tot_loss[loss=0.2688, simple_loss=0.3375, pruned_loss=0.1, over 2474399.72 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07891, over 21027.00 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3238, pruned_loss=0.07855, over 2347780.47 frames. utt_duration=1260 frames, utt_pad_proportion=0.05415, over 7462.22 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3393, pruned_loss=0.1029, over 2475183.77 frames. utt_duration=436 frames, utt_pad_proportion=0.08048, over 22784.14 utterances.], batch size: 66, lr: 7.13e-04
2022-08-22 03:02:45,896 INFO [train.py:927] (4/8) Epoch 4, batch 6250, giga_loss[loss=0.2612, simple_loss=0.3476, pruned_loss=0.08734, over 12390.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05158, over 161.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3385, pruned_loss=0.1009, over 2474803.83 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08087, over 21839.48 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3231, pruned_loss=0.07813, over 2351260.84 frames. utt_duration=1265 frames, utt_pad_proportion=0.05305, over 7443.79 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3408, pruned_loss=0.1041, over 2475672.02 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08244, over 23641.34 utterances.], batch size: 161, lr: 7.13e-04
2022-08-22 03:04:27,497 INFO [train.py:927] (4/8) Epoch 4, batch 6300, giga_loss[loss=0.3133, simple_loss=0.3654, pruned_loss=0.1307, over 12407.00 frames. utt_duration=233.4 frames, utt_pad_proportion=0.07395, over 214.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3395, pruned_loss=0.1005, over 2475615.28 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07907, over 22151.70 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3219, pruned_loss=0.07748, over 2354809.33 frames. utt_duration=1273 frames, utt_pad_proportion=0.05193, over 7405.96 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3429, pruned_loss=0.1043, over 2476422.90 frames. utt_duration=413.4 frames, utt_pad_proportion=0.08097, over 24044.32 utterances.], batch size: 214, lr: 7.12e-04
2022-08-22 03:06:08,527 INFO [train.py:927] (4/8) Epoch 4, batch 6350, giga_loss[loss=0.2703, simple_loss=0.3392, pruned_loss=0.1007, over 12432.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03083, over 80.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3379, pruned_loss=0.1002, over 2475893.65 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07596, over 21380.53 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3214, pruned_loss=0.07718, over 2357321.64 frames. utt_duration=1276 frames, utt_pad_proportion=0.0511, over 7395.92 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3413, pruned_loss=0.1039, over 2476442.20 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07813, over 23147.65 utterances.], batch size: 80, lr: 7.12e-04
2022-08-22 03:07:49,458 INFO [train.py:927] (4/8) Epoch 4, batch 6400, giga_loss[loss=0.2541, simple_loss=0.3251, pruned_loss=0.09151, over 12368.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03108, over 97.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3361, pruned_loss=0.09921, over 2475902.30 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07546, over 21191.50 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3207, pruned_loss=0.07664, over 2361885.81 frames. utt_duration=1285 frames, utt_pad_proportion=0.04957, over 7362.64 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.34, pruned_loss=0.1034, over 2476422.78 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07795, over 23146.24 utterances.], batch size: 97, lr: 7.12e-04
2022-08-22 03:09:29,732 INFO [train.py:927] (4/8) Epoch 4, batch 6450, giga_loss[loss=0.2761, simple_loss=0.3408, pruned_loss=0.1057, over 12409.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.0574, over 182.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3362, pruned_loss=0.1002, over 2475738.92 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07508, over 21325.42 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3205, pruned_loss=0.07677, over 2366266.36 frames. utt_duration=1279 frames, utt_pad_proportion=0.05003, over 7408.38 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.34, pruned_loss=0.1043, over 2476236.75 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07726, over 23340.78 utterances.], batch size: 182, lr: 7.12e-04
2022-08-22 03:11:09,984 INFO [train.py:927] (4/8) Epoch 4, batch 6500, giga_loss[loss=0.2503, simple_loss=0.3219, pruned_loss=0.08934, over 12343.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03306, over 62.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3356, pruned_loss=0.0992, over 2475791.59 frames. utt_duration=495 frames, utt_pad_proportion=0.06858, over 20065.21 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3209, pruned_loss=0.07708, over 2369614.12 frames. utt_duration=1279 frames, utt_pad_proportion=0.04885, over 7419.02 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3387, pruned_loss=0.1028, over 2476101.13 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07153, over 22023.64 utterances.], batch size: 62, lr: 7.12e-04
2022-08-22 03:12:48,939 INFO [train.py:927] (4/8) Epoch 4, batch 6550, giga_loss[loss=0.2515, simple_loss=0.3181, pruned_loss=0.09245, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03229, over 37.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3384, pruned_loss=0.1012, over 2475483.50 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06923, over 20342.21 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3213, pruned_loss=0.07717, over 2371963.17 frames. utt_duration=1274 frames, utt_pad_proportion=0.04928, over 7455.14 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.3409, pruned_loss=0.1045, over 2475983.28 frames. utt_duration=448.6 frames, utt_pad_proportion=0.0716, over 22151.65 utterances.], batch size: 37, lr: 7.11e-04
2022-08-22 03:14:32,618 INFO [train.py:927] (4/8) Epoch 4, batch 6600, libri_loss[loss=0.2494, simple_loss=0.3259, pruned_loss=0.08647, over 12351.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01623, over 41.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3398, pruned_loss=0.1028, over 2474472.29 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07187, over 20588.09 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3217, pruned_loss=0.07737, over 2374785.50 frames. utt_duration=1261 frames, utt_pad_proportion=0.05385, over 7544.25 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.342, pruned_loss=0.106, over 2475116.79 frames. utt_duration=445 frames, utt_pad_proportion=0.0726, over 22324.86 utterances.], batch size: 41, lr: 7.11e-04
2022-08-22 03:16:14,555 INFO [train.py:927] (4/8) Epoch 4, batch 6650, giga_loss[loss=0.2286, simple_loss=0.3116, pruned_loss=0.07278, over 12341.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03413, over 62.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3398, pruned_loss=0.1022, over 2474714.81 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07173, over 20506.04 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.322, pruned_loss=0.07738, over 2378564.46 frames. utt_duration=1265 frames, utt_pad_proportion=0.05216, over 7528.84 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.342, pruned_loss=0.1058, over 2475374.88 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07315, over 22423.55 utterances.], batch size: 62, lr: 7.11e-04
2022-08-22 03:17:59,130 INFO [train.py:927] (4/8) Epoch 4, batch 6700, giga_loss[loss=0.256, simple_loss=0.3274, pruned_loss=0.09225, over 12291.00 frames. utt_duration=965.3 frames, utt_pad_proportion=0.03853, over 51.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3404, pruned_loss=0.103, over 2474926.89 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06897, over 19905.91 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3217, pruned_loss=0.07732, over 2380358.11 frames. utt_duration=1269 frames, utt_pad_proportion=0.05137, over 7514.45 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3427, pruned_loss=0.1063, over 2475545.97 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07067, over 21663.65 utterances.], batch size: 51, lr: 7.11e-04
2022-08-22 03:19:39,631 INFO [train.py:927] (4/8) Epoch 4, batch 6750, libri_loss[loss=0.2187, simple_loss=0.3011, pruned_loss=0.06809, over 12292.00 frames. utt_duration=1200 frames, utt_pad_proportion=0.02021, over 41.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3405, pruned_loss=0.1031, over 2474182.45 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06783, over 18954.28 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3218, pruned_loss=0.07754, over 2384830.53 frames. utt_duration=1266 frames, utt_pad_proportion=0.05018, over 7541.05 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3432, pruned_loss=0.1067, over 2474811.12 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07004, over 20921.39 utterances.], batch size: 41, lr: 7.11e-04
2022-08-22 03:21:23,214 INFO [train.py:927] (4/8) Epoch 4, batch 6800, giga_loss[loss=0.2538, simple_loss=0.3234, pruned_loss=0.09212, over 12336.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02531, over 48.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3409, pruned_loss=0.1022, over 2474217.04 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06462, over 18574.21 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3218, pruned_loss=0.07756, over 2386106.76 frames. utt_duration=1268 frames, utt_pad_proportion=0.04966, over 7534.90 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3433, pruned_loss=0.1054, over 2474763.23 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06694, over 20291.22 utterances.], batch size: 48, lr: 7.10e-04
2022-08-22 03:23:06,861 INFO [train.py:927] (4/8) Epoch 4, batch 6850, giga_loss[loss=0.2716, simple_loss=0.3468, pruned_loss=0.09818, over 12367.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03136, over 97.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3383, pruned_loss=0.1, over 2473966.57 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06994, over 18855.16 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3219, pruned_loss=0.07762, over 2388057.65 frames. utt_duration=1258 frames, utt_pad_proportion=0.05322, over 7602.95 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3405, pruned_loss=0.1031, over 2474588.09 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07041, over 20405.39 utterances.], batch size: 97, lr: 7.10e-04
2022-08-22 03:24:47,198 INFO [train.py:927] (4/8) Epoch 4, batch 6900, giga_loss[loss=0.2714, simple_loss=0.3425, pruned_loss=0.1002, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02656, over 48.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3392, pruned_loss=0.1002, over 2473291.02 frames. utt_duration=520.9 frames, utt_pad_proportion=0.07216, over 19048.04 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3226, pruned_loss=0.07745, over 2389062.99 frames. utt_duration=1261 frames, utt_pad_proportion=0.05261, over 7589.00 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3405, pruned_loss=0.103, over 2474021.90 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07265, over 20435.51 utterances.], batch size: 48, lr: 7.10e-04
2022-08-22 03:26:31,821 INFO [train.py:927] (4/8) Epoch 4, batch 6950, giga_loss[loss=0.2826, simple_loss=0.349, pruned_loss=0.1081, over 12354.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02934, over 91.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3382, pruned_loss=0.1008, over 2473128.31 frames. utt_duration=510.3 frames, utt_pad_proportion=0.07368, over 19443.83 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.322, pruned_loss=0.0774, over 2392255.20 frames. utt_duration=1268 frames, utt_pad_proportion=0.05108, over 7556.19 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3404, pruned_loss=0.104, over 2473844.65 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07469, over 21019.01 utterances.], batch size: 91, lr: 7.10e-04
2022-08-22 03:28:15,913 INFO [train.py:927] (4/8) Epoch 4, batch 7000, giga_loss[loss=0.275, simple_loss=0.3367, pruned_loss=0.1067, over 12385.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06428, over 183.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3397, pruned_loss=0.1024, over 2474235.60 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07243, over 19883.87 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.322, pruned_loss=0.07754, over 2393086.10 frames. utt_duration=1264 frames, utt_pad_proportion=0.05164, over 7581.64 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3415, pruned_loss=0.105, over 2474781.20 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07321, over 21196.76 utterances.], batch size: 183, lr: 7.10e-04
2022-08-22 03:29:59,143 INFO [train.py:927] (4/8) Epoch 4, batch 7050, giga_loss[loss=0.2809, simple_loss=0.3437, pruned_loss=0.1091, over 12373.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0352, over 122.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3401, pruned_loss=0.1023, over 2473698.04 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07287, over 19773.55 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3223, pruned_loss=0.07761, over 2395511.92 frames. utt_duration=1266 frames, utt_pad_proportion=0.05023, over 7575.32 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3419, pruned_loss=0.1051, over 2474451.42 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07421, over 21236.39 utterances.], batch size: 122, lr: 7.09e-04
2022-08-22 03:31:39,032 INFO [train.py:927] (4/8) Epoch 4, batch 7100, giga_loss[loss=0.2784, simple_loss=0.344, pruned_loss=0.1064, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02467, over 48.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3394, pruned_loss=0.1013, over 2474127.84 frames. utt_duration=506.5 frames, utt_pad_proportion=0.0722, over 19597.74 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3222, pruned_loss=0.07774, over 2397898.58 frames. utt_duration=1269 frames, utt_pad_proportion=0.04898, over 7567.19 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3414, pruned_loss=0.1042, over 2475033.76 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07395, over 21152.98 utterances.], batch size: 48, lr: 7.09e-04
2022-08-22 03:33:21,572 INFO [train.py:927] (4/8) Epoch 4, batch 7150, giga_loss[loss=0.2864, simple_loss=0.3496, pruned_loss=0.1116, over 12388.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05908, over 182.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3376, pruned_loss=0.09996, over 2472807.52 frames. utt_duration=520 frames, utt_pad_proportion=0.0679, over 19075.01 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3215, pruned_loss=0.07739, over 2398848.55 frames. utt_duration=1274 frames, utt_pad_proportion=0.04829, over 7542.07 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3401, pruned_loss=0.103, over 2474002.59 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06996, over 20537.96 utterances.], batch size: 182, lr: 7.09e-04
2022-08-22 03:35:07,440 INFO [train.py:927] (4/8) Epoch 4, batch 7200, giga_loss[loss=0.2345, simple_loss=0.3145, pruned_loss=0.07721, over 12391.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02655, over 70.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3356, pruned_loss=0.09869, over 2473059.37 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06726, over 18827.99 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3209, pruned_loss=0.0772, over 2400640.23 frames. utt_duration=1279 frames, utt_pad_proportion=0.0474, over 7516.85 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3385, pruned_loss=0.1017, over 2474045.08 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06938, over 20275.66 utterances.], batch size: 70, lr: 7.09e-04
2022-08-22 03:36:50,623 INFO [train.py:927] (4/8) Epoch 4, batch 7250, giga_loss[loss=0.2501, simple_loss=0.3175, pruned_loss=0.09133, over 12362.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3334, pruned_loss=0.09822, over 2473561.13 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06499, over 18999.30 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3209, pruned_loss=0.07715, over 2401476.92 frames. utt_duration=1281 frames, utt_pad_proportion=0.04684, over 7506.15 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3358, pruned_loss=0.101, over 2474585.94 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06709, over 20322.80 utterances.], batch size: 62, lr: 7.09e-04
2022-08-22 03:38:35,035 INFO [train.py:927] (4/8) Epoch 4, batch 7300, giga_loss[loss=0.3003, simple_loss=0.3708, pruned_loss=0.1149, over 12359.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06565, over 183.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3319, pruned_loss=0.09801, over 2473623.64 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06943, over 19716.43 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3208, pruned_loss=0.07703, over 2403541.66 frames. utt_duration=1280 frames, utt_pad_proportion=0.04645, over 7517.92 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3343, pruned_loss=0.1009, over 2474524.55 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07108, over 21068.03 utterances.], batch size: 183, lr: 7.08e-04
2022-08-22 03:40:17,080 INFO [train.py:927] (4/8) Epoch 4, batch 7350, giga_loss[loss=0.2749, simple_loss=0.3591, pruned_loss=0.09535, over 12352.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02983, over 70.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3309, pruned_loss=0.09464, over 2474236.76 frames. utt_duration=507.6 frames, utt_pad_proportion=0.066, over 19556.13 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3205, pruned_loss=0.07686, over 2405163.37 frames. utt_duration=1277 frames, utt_pad_proportion=0.04684, over 7544.69 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3333, pruned_loss=0.0975, over 2475078.95 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06758, over 20879.28 utterances.], batch size: 70, lr: 7.08e-04
2022-08-22 03:41:57,179 INFO [train.py:927] (4/8) Epoch 4, batch 7400, giga_loss[loss=0.2546, simple_loss=0.3341, pruned_loss=0.0876, over 12451.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03707, over 105.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3292, pruned_loss=0.0918, over 2474190.71 frames. utt_duration=485 frames, utt_pad_proportion=0.06676, over 20467.94 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3206, pruned_loss=0.07702, over 2406642.73 frames. utt_duration=1280 frames, utt_pad_proportion=0.0458, over 7528.64 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3313, pruned_loss=0.09439, over 2475340.94 frames. utt_duration=454.4 frames, utt_pad_proportion=0.06838, over 21861.12 utterances.], batch size: 105, lr: 7.08e-04
2022-08-22 03:43:43,069 INFO [train.py:927] (4/8) Epoch 4, batch 7450, giga_loss[loss=0.2248, simple_loss=0.3156, pruned_loss=0.06706, over 12410.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05078, over 161.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3267, pruned_loss=0.08793, over 2474883.29 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06648, over 20909.91 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3209, pruned_loss=0.07714, over 2407651.79 frames. utt_duration=1280 frames, utt_pad_proportion=0.0454, over 7531.64 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3282, pruned_loss=0.09006, over 2475794.26 frames. utt_duration=448 frames, utt_pad_proportion=0.06799, over 22177.44 utterances.], batch size: 161, lr: 7.08e-04
2022-08-22 03:45:26,505 INFO [train.py:927] (4/8) Epoch 4, batch 7500, giga_loss[loss=0.2113, simple_loss=0.3001, pruned_loss=0.06126, over 12352.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03263, over 51.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3267, pruned_loss=0.08676, over 2475694.57 frames. utt_duration=455.1 frames, utt_pad_proportion=0.06615, over 21830.67 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3209, pruned_loss=0.07713, over 2409286.59 frames. utt_duration=1283 frames, utt_pad_proportion=0.04458, over 7517.49 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3281, pruned_loss=0.08872, over 2476433.35 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0677, over 23177.66 utterances.], batch size: 51, lr: 7.08e-04
2022-08-22 03:47:13,995 INFO [train.py:927] (4/8) Epoch 4, batch 7550, giga_loss[loss=0.2384, simple_loss=0.3127, pruned_loss=0.08205, over 12389.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07363, over 212.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3251, pruned_loss=0.08576, over 2475668.85 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07178, over 23370.52 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3215, pruned_loss=0.07742, over 2410446.77 frames. utt_duration=1281 frames, utt_pad_proportion=0.0443, over 7535.90 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3258, pruned_loss=0.08721, over 2476388.96 frames. utt_duration=402.5 frames, utt_pad_proportion=0.0729, over 24699.66 utterances.], batch size: 212, lr: 7.07e-04
2022-08-22 03:48:57,745 INFO [train.py:927] (4/8) Epoch 4, batch 7600, giga_loss[loss=0.2801, simple_loss=0.3431, pruned_loss=0.1086, over 12387.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09672, over 256.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3233, pruned_loss=0.08437, over 2475297.24 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07125, over 23574.03 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3214, pruned_loss=0.07741, over 2411250.02 frames. utt_duration=1281 frames, utt_pad_proportion=0.04384, over 7536.88 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3239, pruned_loss=0.08562, over 2475994.88 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07236, over 24815.21 utterances.], batch size: 256, lr: 7.07e-04
2022-08-22 03:50:41,878 INFO [train.py:927] (4/8) Epoch 4, batch 7650, giga_loss[loss=0.2016, simple_loss=0.2937, pruned_loss=0.05475, over 12266.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02788, over 54.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3214, pruned_loss=0.08217, over 2474957.50 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06888, over 23002.41 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3217, pruned_loss=0.07772, over 2413775.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.04742, over 7625.21 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3217, pruned_loss=0.08311, over 2475505.65 frames. utt_duration=405.8 frames, utt_pad_proportion=0.0692, over 24485.90 utterances.], batch size: 54, lr: 7.07e-04
2022-08-22 03:52:22,696 INFO [train.py:927] (4/8) Epoch 4, batch 7700, giga_loss[loss=0.2208, simple_loss=0.2946, pruned_loss=0.0735, over 12409.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02497, over 48.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3177, pruned_loss=0.08006, over 2475732.58 frames. utt_duration=419.2 frames, utt_pad_proportion=0.07131, over 23706.28 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3217, pruned_loss=0.07766, over 2414097.26 frames. utt_duration=1268 frames, utt_pad_proportion=0.04723, over 7625.09 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3179, pruned_loss=0.08087, over 2476149.13 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07153, over 24944.61 utterances.], batch size: 48, lr: 7.07e-04
2022-08-22 03:54:04,693 INFO [train.py:927] (4/8) Epoch 4, batch 7750, giga_loss[loss=0.2148, simple_loss=0.2989, pruned_loss=0.06532, over 12381.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05228, over 161.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3168, pruned_loss=0.07942, over 2475532.60 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07186, over 23861.74 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.322, pruned_loss=0.07764, over 2414873.19 frames. utt_duration=1267 frames, utt_pad_proportion=0.04734, over 7633.27 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3166, pruned_loss=0.08013, over 2476275.60 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07213, over 25127.88 utterances.], batch size: 161, lr: 7.06e-04
2022-08-22 03:56:02,161 INFO [train.py:927] (4/8) Epoch 4, batch 7800, giga_loss[loss=0.2097, simple_loss=0.2879, pruned_loss=0.06574, over 12385.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.172, over 355.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3168, pruned_loss=0.07887, over 2475853.92 frames. utt_duration=402 frames, utt_pad_proportion=0.07482, over 24722.10 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3222, pruned_loss=0.07777, over 2416361.67 frames. utt_duration=1268 frames, utt_pad_proportion=0.04638, over 7629.48 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3164, pruned_loss=0.07936, over 2476453.23 frames. utt_duration=381.2 frames, utt_pad_proportion=0.07526, over 26084.48 utterances.], batch size: 355, lr: 7.06e-04
2022-08-22 03:58:09,383 INFO [train.py:927] (4/8) Epoch 4, batch 7850, giga_loss[loss=0.2437, simple_loss=0.3216, pruned_loss=0.08292, over 12382.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.027, over 85.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3166, pruned_loss=0.07847, over 2475998.22 frames. utt_duration=402.5 frames, utt_pad_proportion=0.07046, over 24688.87 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3223, pruned_loss=0.07792, over 2417038.15 frames. utt_duration=1272 frames, utt_pad_proportion=0.04589, over 7612.13 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.316, pruned_loss=0.07873, over 2476669.23 frames. utt_duration=382.1 frames, utt_pad_proportion=0.07123, over 26025.18 utterances.], batch size: 85, lr: 7.06e-04
2022-08-22 04:00:02,527 INFO [train.py:927] (4/8) Epoch 4, batch 7900, giga_loss[loss=0.2386, simple_loss=0.326, pruned_loss=0.07561, over 12380.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02782, over 91.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3146, pruned_loss=0.07672, over 2476638.15 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07085, over 24944.36 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3224, pruned_loss=0.07802, over 2418677.83 frames. utt_duration=1261 frames, utt_pad_proportion=0.04962, over 7683.77 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3139, pruned_loss=0.07684, over 2477267.82 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07075, over 26395.62 utterances.], batch size: 91, lr: 7.06e-04
2022-08-22 04:02:10,563 INFO [train.py:927] (4/8) Epoch 4, batch 7950, giga_loss[loss=0.2167, simple_loss=0.2839, pruned_loss=0.07473, over 12367.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1852, over 360.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3114, pruned_loss=0.07512, over 2476508.04 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07189, over 24983.93 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3224, pruned_loss=0.07809, over 2419569.15 frames. utt_duration=1253 frames, utt_pad_proportion=0.05376, over 7734.14 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3107, pruned_loss=0.07511, over 2477496.84 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07091, over 26483.50 utterances.], batch size: 360, lr: 7.06e-04
2022-08-22 04:03:59,016 INFO [train.py:927] (4/8) Epoch 4, batch 8000, giga_loss[loss=0.2402, simple_loss=0.3184, pruned_loss=0.08107, over 12473.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 98.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3119, pruned_loss=0.07457, over 2476837.98 frames. utt_duration=399 frames, utt_pad_proportion=0.07004, over 24913.73 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3238, pruned_loss=0.07792, over 2421009.48 frames. utt_duration=1254 frames, utt_pad_proportion=0.05299, over 7730.46 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3097, pruned_loss=0.07459, over 2477836.09 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06969, over 26582.18 utterances.], batch size: 98, lr: 7.05e-04
2022-08-22 04:06:01,728 INFO [train.py:927] (4/8) Epoch 4, batch 8050, giga_loss[loss=0.193, simple_loss=0.2721, pruned_loss=0.05695, over 12380.00 frames. utt_duration=142.2 frames, utt_pad_proportion=0.1635, over 351.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3129, pruned_loss=0.07501, over 2476400.25 frames. utt_duration=390.1 frames, utt_pad_proportion=0.07444, over 25478.55 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3241, pruned_loss=0.0781, over 2422272.08 frames. utt_duration=1259 frames, utt_pad_proportion=0.05178, over 7704.99 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3105, pruned_loss=0.07475, over 2477544.06 frames. utt_duration=364 frames, utt_pad_proportion=0.07432, over 27321.37 utterances.], batch size: 351, lr: 7.05e-04
2022-08-22 04:08:04,873 INFO [train.py:927] (4/8) Epoch 4, batch 8100, giga_loss[loss=0.3055, simple_loss=0.3478, pruned_loss=0.1316, over 12386.00 frames. utt_duration=141.9 frames, utt_pad_proportion=0.1653, over 352.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3109, pruned_loss=0.07419, over 2476745.22 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07361, over 25445.73 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3242, pruned_loss=0.07824, over 2424099.22 frames. utt_duration=1250 frames, utt_pad_proportion=0.05468, over 7767.04 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3085, pruned_loss=0.07376, over 2477714.12 frames. utt_duration=362.4 frames, utt_pad_proportion=0.07314, over 27442.84 utterances.], batch size: 352, lr: 7.05e-04
2022-08-22 04:10:07,454 INFO [train.py:927] (4/8) Epoch 4, batch 8150, giga_loss[loss=0.2237, simple_loss=0.3251, pruned_loss=0.06113, over 12426.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.0488, over 147.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3128, pruned_loss=0.07397, over 2476982.31 frames. utt_duration=385.6 frames, utt_pad_proportion=0.07055, over 25777.29 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.324, pruned_loss=0.07813, over 2424339.77 frames. utt_duration=1249 frames, utt_pad_proportion=0.05455, over 7771.41 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.311, pruned_loss=0.07368, over 2477995.07 frames. utt_duration=361.7 frames, utt_pad_proportion=0.07043, over 27500.36 utterances.], batch size: 147, lr: 7.05e-04
2022-08-22 04:12:08,410 INFO [train.py:927] (4/8) Epoch 4, batch 8200, giga_loss[loss=0.2005, simple_loss=0.3066, pruned_loss=0.04719, over 12397.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04465, over 146.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3142, pruned_loss=0.07307, over 2477738.42 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06645, over 25411.11 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3241, pruned_loss=0.07843, over 2425695.09 frames. utt_duration=1251 frames, utt_pad_proportion=0.05363, over 7768.14 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3125, pruned_loss=0.07249, over 2478514.82 frames. utt_duration=366 frames, utt_pad_proportion=0.06692, over 27180.88 utterances.], batch size: 146, lr: 7.05e-04
2022-08-22 04:14:13,263 INFO [train.py:927] (4/8) Epoch 4, batch 8250, giga_loss[loss=0.2395, simple_loss=0.3157, pruned_loss=0.08166, over 12376.00 frames. utt_duration=410 frames, utt_pad_proportion=0.02619, over 121.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3143, pruned_loss=0.07327, over 2477739.01 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06634, over 25731.25 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3235, pruned_loss=0.07818, over 2426193.33 frames. utt_duration=1256 frames, utt_pad_proportion=0.05315, over 7737.77 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3133, pruned_loss=0.07294, over 2478604.32 frames. utt_duration=363.1 frames, utt_pad_proportion=0.06688, over 27399.25 utterances.], batch size: 121, lr: 7.04e-04
2022-08-22 04:16:37,608 INFO [train.py:927] (4/8) Epoch 4, batch 8300, giga_loss[loss=0.2552, simple_loss=0.3202, pruned_loss=0.09503, over 12436.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03544, over 123.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3139, pruned_loss=0.07345, over 2477426.20 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06524, over 24884.58 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3233, pruned_loss=0.07794, over 2427522.73 frames. utt_duration=1257 frames, utt_pad_proportion=0.05249, over 7731.16 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.313, pruned_loss=0.07326, over 2478509.93 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06605, over 26802.35 utterances.], batch size: 123, lr: 7.04e-04
2022-08-22 04:18:48,416 INFO [train.py:927] (4/8) Epoch 4, batch 8350, giga_loss[loss=0.2085, simple_loss=0.3002, pruned_loss=0.05842, over 12313.00 frames. utt_duration=747.5 frames, utt_pad_proportion=0.03046, over 66.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3105, pruned_loss=0.07201, over 2478208.01 frames. utt_duration=397.9 frames, utt_pad_proportion=0.0671, over 24986.91 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3229, pruned_loss=0.07782, over 2428052.12 frames. utt_duration=1260 frames, utt_pad_proportion=0.05214, over 7714.89 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.31, pruned_loss=0.07193, over 2479035.95 frames. utt_duration=373.2 frames, utt_pad_proportion=0.06773, over 26656.69 utterances.], batch size: 66, lr: 7.04e-04
2022-08-22 04:20:48,859 INFO [train.py:927] (4/8) Epoch 4, batch 8400, giga_loss[loss=0.2233, simple_loss=0.3107, pruned_loss=0.06794, over 12362.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02913, over 91.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.308, pruned_loss=0.07119, over 2478129.78 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06464, over 23505.34 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.321, pruned_loss=0.07691, over 2430187.41 frames. utt_duration=1272 frames, utt_pad_proportion=0.05029, over 7651.70 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3087, pruned_loss=0.07165, over 2479097.49 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06605, over 25655.19 utterances.], batch size: 91, lr: 7.04e-04
2022-08-22 04:22:49,839 INFO [train.py:927] (4/8) Epoch 4, batch 8450, giga_loss[loss=0.2237, simple_loss=0.3082, pruned_loss=0.06959, over 12213.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.03181, over 33.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3097, pruned_loss=0.07278, over 2477563.79 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07011, over 24087.97 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3208, pruned_loss=0.07683, over 2431349.03 frames. utt_duration=1259 frames, utt_pad_proportion=0.05519, over 7735.24 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.31, pruned_loss=0.07307, over 2478772.25 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06954, over 26234.85 utterances.], batch size: 33, lr: 7.04e-04
2022-08-22 04:24:48,874 INFO [train.py:927] (4/8) Epoch 4, batch 8500, giga_loss[loss=0.2401, simple_loss=0.3193, pruned_loss=0.08041, over 12382.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07184, over 212.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3104, pruned_loss=0.07434, over 2477518.06 frames. utt_duration=406.9 frames, utt_pad_proportion=0.07029, over 24426.68 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3211, pruned_loss=0.07714, over 2432268.01 frames. utt_duration=1259 frames, utt_pad_proportion=0.05465, over 7735.49 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3102, pruned_loss=0.07424, over 2478470.95 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07004, over 26432.54 utterances.], batch size: 212, lr: 7.03e-04
2022-08-22 04:27:00,200 INFO [train.py:927] (4/8) Epoch 4, batch 8550, giga_loss[loss=0.2232, simple_loss=0.3111, pruned_loss=0.06766, over 12362.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.02853, over 85.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3118, pruned_loss=0.07417, over 2478151.94 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07146, over 25133.31 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3217, pruned_loss=0.07724, over 2433608.24 frames. utt_duration=1256 frames, utt_pad_proportion=0.05456, over 7761.57 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3109, pruned_loss=0.07394, over 2478711.38 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07134, over 27092.97 utterances.], batch size: 85, lr: 7.03e-04
2022-08-22 04:29:20,005 INFO [train.py:927] (4/8) Epoch 4, batch 8600, giga_loss[loss=0.2248, simple_loss=0.3002, pruned_loss=0.0747, over 12435.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.0274, over 122.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3102, pruned_loss=0.07332, over 2477927.30 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06691, over 24436.54 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3214, pruned_loss=0.07718, over 2434378.39 frames. utt_duration=1255 frames, utt_pad_proportion=0.05404, over 7766.56 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3095, pruned_loss=0.07313, over 2478659.73 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06736, over 26365.94 utterances.], batch size: 122, lr: 7.03e-04
2022-08-22 04:31:24,486 INFO [train.py:927] (4/8) Epoch 4, batch 8650, giga_loss[loss=0.2425, simple_loss=0.3086, pruned_loss=0.08825, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02752, over 45.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3049, pruned_loss=0.07114, over 2477561.47 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06613, over 23923.11 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3212, pruned_loss=0.07713, over 2435311.72 frames. utt_duration=1247 frames, utt_pad_proportion=0.0576, over 7824.07 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3042, pruned_loss=0.07093, over 2478494.09 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06578, over 25872.67 utterances.], batch size: 45, lr: 7.03e-04
2022-08-22 04:33:11,473 INFO [train.py:927] (4/8) Epoch 4, batch 8700, giga_loss[loss=0.2342, simple_loss=0.3164, pruned_loss=0.07602, over 12383.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03786, over 113.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3044, pruned_loss=0.07128, over 2476853.30 frames. utt_duration=412.5 frames, utt_pad_proportion=0.07105, over 24088.39 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3205, pruned_loss=0.07679, over 2436423.06 frames. utt_duration=1249 frames, utt_pad_proportion=0.05686, over 7814.00 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3038, pruned_loss=0.07118, over 2478276.80 frames. utt_duration=377 frames, utt_pad_proportion=0.07088, over 26374.01 utterances.], batch size: 113, lr: 7.03e-04
2022-08-22 04:35:10,457 INFO [train.py:927] (4/8) Epoch 4, batch 8750, libri_loss[loss=0.2192, simple_loss=0.3013, pruned_loss=0.06855, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006887, over 34.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3029, pruned_loss=0.06989, over 2477033.25 frames. utt_duration=413.2 frames, utt_pad_proportion=0.07056, over 24048.83 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3204, pruned_loss=0.07674, over 2437864.50 frames. utt_duration=1256 frames, utt_pad_proportion=0.05512, over 7776.15 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3019, pruned_loss=0.06964, over 2478327.69 frames. utt_duration=374.6 frames, utt_pad_proportion=0.07111, over 26550.35 utterances.], batch size: 34, lr: 7.02e-04
2022-08-22 04:37:21,428 INFO [train.py:927] (4/8) Epoch 4, batch 8800, giga_loss[loss=0.2125, simple_loss=0.2932, pruned_loss=0.06588, over 12475.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04132, over 31.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3019, pruned_loss=0.06959, over 2477046.25 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06807, over 23495.78 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3196, pruned_loss=0.07643, over 2438030.25 frames. utt_duration=1261 frames, utt_pad_proportion=0.05413, over 7740.11 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3013, pruned_loss=0.06949, over 2478814.62 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06907, over 25877.56 utterances.], batch size: 31, lr: 7.02e-04
2022-08-22 04:39:29,435 INFO [train.py:927] (4/8) Epoch 4, batch 8850, giga_loss[loss=0.2162, simple_loss=0.3003, pruned_loss=0.0661, over 12373.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04612, over 146.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3012, pruned_loss=0.06877, over 2477076.09 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06666, over 23258.24 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3193, pruned_loss=0.0763, over 2438891.95 frames. utt_duration=1263 frames, utt_pad_proportion=0.05302, over 7732.05 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3006, pruned_loss=0.06862, over 2478764.24 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06802, over 25605.92 utterances.], batch size: 146, lr: 7.02e-04
2022-08-22 04:41:24,215 INFO [train.py:927] (4/8) Epoch 4, batch 8900, giga_loss[loss=0.2052, simple_loss=0.2927, pruned_loss=0.05883, over 12389.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.02976, over 62.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3003, pruned_loss=0.06899, over 2477118.41 frames. utt_duration=416.7 frames, utt_pad_proportion=0.0697, over 23848.74 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3192, pruned_loss=0.07641, over 2439200.01 frames. utt_duration=1264 frames, utt_pad_proportion=0.05273, over 7727.98 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2997, pruned_loss=0.06868, over 2478680.30 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07066, over 25916.97 utterances.], batch size: 62, lr: 7.02e-04
2022-08-22 04:43:20,276 INFO [train.py:927] (4/8) Epoch 4, batch 8950, giga_loss[loss=0.2582, simple_loss=0.3184, pruned_loss=0.09902, over 12395.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09773, over 256.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3025, pruned_loss=0.06856, over 2476863.63 frames. utt_duration=422.4 frames, utt_pad_proportion=0.06754, over 23523.33 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.319, pruned_loss=0.07603, over 2439849.55 frames. utt_duration=1270 frames, utt_pad_proportion=0.05169, over 7693.26 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3016, pruned_loss=0.0684, over 2478732.20 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06889, over 25715.84 utterances.], batch size: 256, lr: 7.02e-04
2022-08-22 04:45:20,903 INFO [train.py:927] (4/8) Epoch 4, batch 9000, giga_loss[loss=0.2292, simple_loss=0.3107, pruned_loss=0.07386, over 12357.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02995, over 91.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3043, pruned_loss=0.06889, over 2476955.13 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06719, over 23734.14 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3187, pruned_loss=0.07576, over 2440253.90 frames. utt_duration=1268 frames, utt_pad_proportion=0.05213, over 7705.62 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3037, pruned_loss=0.06892, over 2478574.29 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06824, over 25669.39 utterances.], batch size: 91, lr: 7.01e-04
2022-08-22 04:45:20,903 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 04:45:34,198 INFO [train.py:967] (4/8) Epoch 4, validation: loss=0.198, simple_loss=0.3089, pruned_loss=0.04359, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 04:47:33,191 INFO [train.py:927] (4/8) Epoch 4, batch 9050, giga_loss[loss=0.1986, simple_loss=0.2819, pruned_loss=0.05766, over 12483.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03212, over 43.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3033, pruned_loss=0.06804, over 2477516.69 frames. utt_duration=420.7 frames, utt_pad_proportion=0.06553, over 23626.41 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3187, pruned_loss=0.07571, over 2440640.96 frames. utt_duration=1271 frames, utt_pad_proportion=0.05156, over 7687.09 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3027, pruned_loss=0.06802, over 2478944.20 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06669, over 25395.24 utterances.], batch size: 43, lr: 7.01e-04
2022-08-22 04:49:29,301 INFO [train.py:927] (4/8) Epoch 4, batch 9100, giga_loss[loss=0.1932, simple_loss=0.2691, pruned_loss=0.05865, over 12281.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02061, over 54.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.302, pruned_loss=0.06765, over 2476640.92 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06614, over 23462.81 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3182, pruned_loss=0.07547, over 2441529.01 frames. utt_duration=1276 frames, utt_pad_proportion=0.05041, over 7662.07 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3013, pruned_loss=0.06757, over 2478269.92 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06746, over 25489.40 utterances.], batch size: 54, lr: 7.01e-04
2022-08-22 04:51:33,762 INFO [train.py:927] (4/8) Epoch 4, batch 9150, giga_loss[loss=0.2463, simple_loss=0.3112, pruned_loss=0.09075, over 12402.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1717, over 355.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3032, pruned_loss=0.0684, over 2476896.41 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06381, over 23098.51 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3178, pruned_loss=0.07529, over 2442555.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.04909, over 7633.21 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3025, pruned_loss=0.06825, over 2478380.96 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06552, over 25243.39 utterances.], batch size: 355, lr: 7.01e-04
2022-08-22 04:53:34,818 INFO [train.py:927] (4/8) Epoch 4, batch 9200, giga_loss[loss=0.2408, simple_loss=0.3205, pruned_loss=0.08055, over 12432.00 frames. utt_duration=541.9 frames, utt_pad_proportion=0.03406, over 92.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3043, pruned_loss=0.06986, over 2477140.42 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06684, over 24322.92 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3179, pruned_loss=0.0752, over 2443114.39 frames. utt_duration=1278 frames, utt_pad_proportion=0.04936, over 7655.45 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3036, pruned_loss=0.06974, over 2478280.47 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06794, over 26216.72 utterances.], batch size: 92, lr: 7.01e-04
2022-08-22 04:55:30,133 INFO [train.py:927] (4/8) Epoch 4, batch 9250, giga_loss[loss=0.2165, simple_loss=0.3101, pruned_loss=0.06141, over 12411.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.02888, over 122.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3099, pruned_loss=0.07258, over 2477804.80 frames. utt_duration=401 frames, utt_pad_proportion=0.06692, over 24790.47 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.319, pruned_loss=0.07535, over 2444074.52 frames. utt_duration=1277 frames, utt_pad_proportion=0.04858, over 7664.10 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.308, pruned_loss=0.07228, over 2478611.41 frames. utt_duration=372.6 frames, utt_pad_proportion=0.0681, over 26693.11 utterances.], batch size: 122, lr: 7.00e-04
2022-08-22 04:57:49,290 INFO [train.py:927] (4/8) Epoch 4, batch 9300, giga_loss[loss=0.2067, simple_loss=0.2952, pruned_loss=0.05915, over 12453.00 frames. utt_duration=310.4 frames, utt_pad_proportion=0.04198, over 161.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3099, pruned_loss=0.0729, over 2477288.65 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06942, over 25676.78 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3187, pruned_loss=0.07524, over 2444177.68 frames. utt_duration=1281 frames, utt_pad_proportion=0.04769, over 7641.63 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3085, pruned_loss=0.0727, over 2478582.24 frames. utt_duration=360.3 frames, utt_pad_proportion=0.0705, over 27605.80 utterances.], batch size: 161, lr: 7.00e-04
2022-08-22 04:59:48,146 INFO [train.py:927] (4/8) Epoch 4, batch 9350, giga_loss[loss=0.1989, simple_loss=0.269, pruned_loss=0.06439, over 12358.00 frames. utt_duration=140 frames, utt_pad_proportion=0.1765, over 356.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.309, pruned_loss=0.07285, over 2477877.71 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06763, over 25590.47 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3184, pruned_loss=0.07516, over 2444290.85 frames. utt_duration=1283 frames, utt_pad_proportion=0.04752, over 7628.27 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.308, pruned_loss=0.07273, over 2479081.77 frames. utt_duration=364.7 frames, utt_pad_proportion=0.06868, over 27275.73 utterances.], batch size: 356, lr: 7.00e-04
2022-08-22 05:01:52,672 INFO [train.py:927] (4/8) Epoch 4, batch 9400, giga_loss[loss=0.2082, simple_loss=0.3025, pruned_loss=0.05693, over 12314.00 frames. utt_duration=747.7 frames, utt_pad_proportion=0.0315, over 66.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3075, pruned_loss=0.0727, over 2477255.38 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06919, over 25411.17 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3186, pruned_loss=0.07527, over 2444439.62 frames. utt_duration=1289 frames, utt_pad_proportion=0.04704, over 7595.93 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3064, pruned_loss=0.07246, over 2478687.80 frames. utt_duration=367 frames, utt_pad_proportion=0.07014, over 27104.92 utterances.], batch size: 66, lr: 7.00e-04
2022-08-22 05:03:44,958 INFO [train.py:927] (4/8) Epoch 4, batch 9450, giga_loss[loss=0.1939, simple_loss=0.289, pruned_loss=0.04936, over 12333.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02867, over 66.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3058, pruned_loss=0.07106, over 2477190.43 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06965, over 24409.27 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3182, pruned_loss=0.07492, over 2445409.78 frames. utt_duration=1289 frames, utt_pad_proportion=0.04669, over 7597.91 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3049, pruned_loss=0.07108, over 2478491.29 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07067, over 26297.12 utterances.], batch size: 66, lr: 7.00e-04
2022-08-22 05:05:43,358 INFO [train.py:927] (4/8) Epoch 4, batch 9500, giga_loss[loss=0.2199, simple_loss=0.3118, pruned_loss=0.06404, over 12439.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02643, over 80.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3061, pruned_loss=0.06932, over 2477322.25 frames. utt_duration=426 frames, utt_pad_proportion=0.06653, over 23325.22 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3182, pruned_loss=0.07494, over 2445818.90 frames. utt_duration=1289 frames, utt_pad_proportion=0.04585, over 7600.93 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3051, pruned_loss=0.06921, over 2478705.79 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06795, over 25194.12 utterances.], batch size: 80, lr: 6.99e-04
2022-08-22 05:07:52,737 INFO [train.py:927] (4/8) Epoch 4, batch 9550, giga_loss[loss=0.2372, simple_loss=0.3118, pruned_loss=0.08129, over 12439.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0438, over 114.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3061, pruned_loss=0.06877, over 2477472.42 frames. utt_duration=417 frames, utt_pad_proportion=0.06622, over 23836.31 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3182, pruned_loss=0.07496, over 2445962.81 frames. utt_duration=1289 frames, utt_pad_proportion=0.04567, over 7600.92 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3053, pruned_loss=0.06864, over 2478565.95 frames. utt_duration=392.1 frames, utt_pad_proportion=0.0674, over 25364.05 utterances.], batch size: 114, lr: 6.99e-04
2022-08-22 05:09:54,191 INFO [train.py:927] (4/8) Epoch 4, batch 9600, giga_loss[loss=0.2079, simple_loss=0.3033, pruned_loss=0.05623, over 12363.00 frames. utt_duration=472.3 frames, utt_pad_proportion=0.04009, over 105.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3054, pruned_loss=0.06867, over 2477357.65 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07129, over 24532.38 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3176, pruned_loss=0.07477, over 2446857.66 frames. utt_duration=1292 frames, utt_pad_proportion=0.04461, over 7585.06 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3049, pruned_loss=0.06856, over 2478429.94 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07246, over 26317.61 utterances.], batch size: 105, lr: 6.99e-04
2022-08-22 05:12:08,603 INFO [train.py:927] (4/8) Epoch 4, batch 9650, giga_loss[loss=0.2101, simple_loss=0.2956, pruned_loss=0.06235, over 12211.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03081, over 42.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3062, pruned_loss=0.06818, over 2477349.62 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06835, over 24325.58 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3175, pruned_loss=0.07482, over 2446829.16 frames. utt_duration=1289 frames, utt_pad_proportion=0.04491, over 7600.05 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3057, pruned_loss=0.06796, over 2478615.12 frames. utt_duration=383.4 frames, utt_pad_proportion=0.0695, over 25939.86 utterances.], batch size: 42, lr: 6.99e-04
2022-08-22 05:14:21,718 INFO [train.py:927] (4/8) Epoch 4, batch 9700, giga_loss[loss=0.2173, simple_loss=0.3031, pruned_loss=0.06577, over 12463.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02889, over 80.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3095, pruned_loss=0.06941, over 2477355.06 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06424, over 23574.62 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3179, pruned_loss=0.0747, over 2447444.54 frames. utt_duration=1292 frames, utt_pad_proportion=0.0442, over 7585.34 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3086, pruned_loss=0.06922, over 2478505.51 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06576, over 25258.13 utterances.], batch size: 80, lr: 6.99e-04
2022-08-22 05:16:36,615 INFO [train.py:927] (4/8) Epoch 4, batch 9750, giga_loss[loss=0.2058, simple_loss=0.2911, pruned_loss=0.06021, over 12385.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04574, over 146.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3082, pruned_loss=0.06897, over 2477147.65 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0612, over 22665.37 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.318, pruned_loss=0.07456, over 2448058.52 frames. utt_duration=1301 frames, utt_pad_proportion=0.0434, over 7535.60 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3071, pruned_loss=0.06877, over 2478579.22 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06307, over 24631.28 utterances.], batch size: 146, lr: 6.98e-04
2022-08-22 05:18:38,786 INFO [train.py:927] (4/8) Epoch 4, batch 9800, giga_loss[loss=0.2233, simple_loss=0.3103, pruned_loss=0.06817, over 12405.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05908, over 182.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3072, pruned_loss=0.06802, over 2477626.44 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06182, over 23464.33 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3183, pruned_loss=0.07464, over 2448253.23 frames. utt_duration=1288 frames, utt_pad_proportion=0.04789, over 7614.92 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3061, pruned_loss=0.06776, over 2478705.06 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06212, over 25000.12 utterances.], batch size: 182, lr: 6.98e-04
2022-08-22 05:20:32,674 INFO [train.py:927] (4/8) Epoch 4, batch 9850, giga_loss[loss=0.2014, simple_loss=0.3001, pruned_loss=0.05132, over 12305.00 frames. utt_duration=747.2 frames, utt_pad_proportion=0.02963, over 66.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3096, pruned_loss=0.06953, over 2477353.79 frames. utt_duration=431.6 frames, utt_pad_proportion=0.05938, over 23020.92 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3183, pruned_loss=0.07474, over 2448516.00 frames. utt_duration=1288 frames, utt_pad_proportion=0.04706, over 7610.65 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3084, pruned_loss=0.06907, over 2478769.97 frames. utt_duration=402.8 frames, utt_pad_proportion=0.0601, over 24689.66 utterances.], batch size: 66, lr: 6.98e-04
2022-08-22 05:22:22,096 INFO [train.py:927] (4/8) Epoch 4, batch 9900, giga_loss[loss=0.1919, simple_loss=0.2781, pruned_loss=0.05282, over 12397.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04624, over 161.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3083, pruned_loss=0.06962, over 2476549.96 frames. utt_duration=427.3 frames, utt_pad_proportion=0.05855, over 23248.77 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3182, pruned_loss=0.07472, over 2448376.11 frames. utt_duration=1292 frames, utt_pad_proportion=0.04615, over 7591.57 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3073, pruned_loss=0.06917, over 2478468.10 frames. utt_duration=398.5 frames, utt_pad_proportion=0.0595, over 24950.87 utterances.], batch size: 161, lr: 6.98e-04
2022-08-22 05:24:12,740 INFO [train.py:927] (4/8) Epoch 4, batch 9950, giga_loss[loss=0.2581, simple_loss=0.3414, pruned_loss=0.08733, over 12435.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03661, over 105.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3093, pruned_loss=0.071, over 2476801.54 frames. utt_duration=432.9 frames, utt_pad_proportion=0.05838, over 22952.07 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3186, pruned_loss=0.07489, over 2448865.32 frames. utt_duration=1292 frames, utt_pad_proportion=0.04541, over 7587.77 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.308, pruned_loss=0.0704, over 2478396.29 frames. utt_duration=404.4 frames, utt_pad_proportion=0.05943, over 24590.26 utterances.], batch size: 105, lr: 6.98e-04
2022-08-22 05:25:57,348 INFO [train.py:927] (4/8) Epoch 4, batch 10000, giga_loss[loss=0.2816, simple_loss=0.3633, pruned_loss=0.09991, over 12445.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03753, over 123.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3177, pruned_loss=0.07606, over 2476803.84 frames. utt_duration=444.4 frames, utt_pad_proportion=0.05876, over 22357.13 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3188, pruned_loss=0.07483, over 2449440.12 frames. utt_duration=1294 frames, utt_pad_proportion=0.0447, over 7579.12 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3164, pruned_loss=0.0756, over 2478053.63 frames. utt_duration=415.6 frames, utt_pad_proportion=0.05985, over 23921.74 utterances.], batch size: 123, lr: 6.97e-04
2022-08-22 05:27:42,233 INFO [train.py:927] (4/8) Epoch 4, batch 10050, giga_loss[loss=0.2234, simple_loss=0.3011, pruned_loss=0.07282, over 12349.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02871, over 66.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3197, pruned_loss=0.07811, over 2475803.40 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06079, over 21438.31 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.32, pruned_loss=0.07482, over 2450132.60 frames. utt_duration=1295 frames, utt_pad_proportion=0.04381, over 7574.67 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3176, pruned_loss=0.07783, over 2476927.71 frames. utt_duration=430.4 frames, utt_pad_proportion=0.06198, over 23089.91 utterances.], batch size: 66, lr: 6.97e-04
2022-08-22 05:29:24,727 INFO [train.py:927] (4/8) Epoch 4, batch 10100, giga_loss[loss=0.1849, simple_loss=0.2665, pruned_loss=0.05165, over 12343.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02918, over 66.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3134, pruned_loss=0.07607, over 2475319.08 frames. utt_duration=486.2 frames, utt_pad_proportion=0.05986, over 20421.30 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3199, pruned_loss=0.07484, over 2450229.79 frames. utt_duration=1284 frames, utt_pad_proportion=0.04768, over 7644.64 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3116, pruned_loss=0.07588, over 2476815.20 frames. utt_duration=450.6 frames, utt_pad_proportion=0.05979, over 22050.17 utterances.], batch size: 66, lr: 6.97e-04
2022-08-22 05:31:05,831 INFO [train.py:927] (4/8) Epoch 4, batch 10150, giga_loss[loss=0.1995, simple_loss=0.2743, pruned_loss=0.06233, over 12354.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03048, over 85.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3053, pruned_loss=0.07401, over 2474808.80 frames. utt_duration=485 frames, utt_pad_proportion=0.06276, over 20466.96 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3202, pruned_loss=0.07507, over 2450186.24 frames. utt_duration=1284 frames, utt_pad_proportion=0.0473, over 7639.21 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3036, pruned_loss=0.07365, over 2476257.03 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0627, over 21872.01 utterances.], batch size: 85, lr: 6.97e-04
2022-08-22 05:32:47,129 INFO [train.py:927] (4/8) Epoch 4, batch 10200, giga_loss[loss=0.2024, simple_loss=0.2799, pruned_loss=0.06245, over 12362.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02837, over 48.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.2984, pruned_loss=0.07142, over 2475257.40 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06247, over 19971.76 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3198, pruned_loss=0.07504, over 2450335.38 frames. utt_duration=1287 frames, utt_pad_proportion=0.04679, over 7623.69 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2971, pruned_loss=0.07112, over 2476624.93 frames. utt_duration=467.1 frames, utt_pad_proportion=0.06267, over 21272.13 utterances.], batch size: 48, lr: 6.97e-04
2022-08-22 05:34:28,954 INFO [train.py:927] (4/8) Epoch 4, batch 10250, giga_loss[loss=0.1907, simple_loss=0.2533, pruned_loss=0.06407, over 12357.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.208, over 371.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2921, pruned_loss=0.06882, over 2474300.01 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06707, over 19975.21 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3192, pruned_loss=0.07472, over 2450739.55 frames. utt_duration=1291 frames, utt_pad_proportion=0.0458, over 7603.21 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.291, pruned_loss=0.06874, over 2475676.41 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06741, over 21362.51 utterances.], batch size: 371, lr: 6.96e-04
2022-08-22 05:36:06,928 INFO [train.py:927] (4/8) Epoch 4, batch 10300, giga_loss[loss=0.1843, simple_loss=0.2628, pruned_loss=0.05287, over 12372.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03083, over 97.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2885, pruned_loss=0.06735, over 2474017.66 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06805, over 19877.78 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3191, pruned_loss=0.07479, over 2451331.18 frames. utt_duration=1287 frames, utt_pad_proportion=0.04567, over 7630.14 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2866, pruned_loss=0.06696, over 2475469.19 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06864, over 21444.59 utterances.], batch size: 97, lr: 6.96e-04
2022-08-22 05:37:45,731 INFO [train.py:927] (4/8) Epoch 4, batch 10350, giga_loss[loss=0.1747, simple_loss=0.2478, pruned_loss=0.05078, over 12330.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03371, over 85.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2832, pruned_loss=0.06469, over 2473282.14 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06598, over 19398.80 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3189, pruned_loss=0.07472, over 2451683.82 frames. utt_duration=1290 frames, utt_pad_proportion=0.04481, over 7611.54 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2811, pruned_loss=0.06425, over 2474626.02 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06706, over 20937.79 utterances.], batch size: 85, lr: 6.96e-04
2022-08-22 05:39:27,290 INFO [train.py:927] (4/8) Epoch 4, batch 10400, giga_loss[loss=0.1873, simple_loss=0.2485, pruned_loss=0.06307, over 12359.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1911, over 363.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2781, pruned_loss=0.06241, over 2473627.97 frames. utt_duration=521.2 frames, utt_pad_proportion=0.07012, over 19036.81 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3188, pruned_loss=0.07461, over 2452348.47 frames. utt_duration=1286 frames, utt_pad_proportion=0.04493, over 7633.77 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2754, pruned_loss=0.06185, over 2474703.45 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07088, over 20567.24 utterances.], batch size: 363, lr: 6.96e-04
2022-08-22 05:41:08,910 INFO [train.py:927] (4/8) Epoch 4, batch 10450, giga_loss[loss=0.2163, simple_loss=0.3069, pruned_loss=0.06288, over 12176.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03524, over 39.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2796, pruned_loss=0.06392, over 2473821.80 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07354, over 19879.56 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3187, pruned_loss=0.07457, over 2452217.73 frames. utt_duration=1287 frames, utt_pad_proportion=0.04476, over 7627.60 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2774, pruned_loss=0.06346, over 2474852.58 frames. utt_duration=470 frames, utt_pad_proportion=0.074, over 21126.71 utterances.], batch size: 39, lr: 6.96e-04
2022-08-22 05:42:51,685 INFO [train.py:927] (4/8) Epoch 4, batch 10500, giga_loss[loss=0.2491, simple_loss=0.3282, pruned_loss=0.08496, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02369, over 48.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.293, pruned_loss=0.07117, over 2474044.08 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07199, over 19802.16 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3186, pruned_loss=0.07449, over 2452508.78 frames. utt_duration=1287 frames, utt_pad_proportion=0.04441, over 7628.64 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2907, pruned_loss=0.07071, over 2475075.99 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07277, over 21070.98 utterances.], batch size: 48, lr: 6.96e-04
2022-08-22 05:44:34,683 INFO [train.py:927] (4/8) Epoch 4, batch 10550, giga_loss[loss=0.2285, simple_loss=0.3175, pruned_loss=0.0698, over 12357.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03494, over 104.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3005, pruned_loss=0.07389, over 2473638.69 frames. utt_duration=512.3 frames, utt_pad_proportion=0.07357, over 19369.61 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3182, pruned_loss=0.07425, over 2452977.33 frames. utt_duration=1289 frames, utt_pad_proportion=0.04358, over 7618.88 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.2984, pruned_loss=0.0737, over 2474624.97 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07466, over 20717.95 utterances.], batch size: 104, lr: 6.95e-04
2022-08-22 05:46:17,304 INFO [train.py:927] (4/8) Epoch 4, batch 10600, giga_loss[loss=0.2615, simple_loss=0.3345, pruned_loss=0.09426, over 12382.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02709, over 91.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3031, pruned_loss=0.0742, over 2473408.92 frames. utt_duration=514.6 frames, utt_pad_proportion=0.07356, over 19281.20 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3177, pruned_loss=0.07399, over 2453080.77 frames. utt_duration=1295 frames, utt_pad_proportion=0.04265, over 7585.84 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3014, pruned_loss=0.07428, over 2474666.66 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07498, over 20703.16 utterances.], batch size: 91, lr: 6.95e-04
2022-08-22 05:47:56,925 INFO [train.py:927] (4/8) Epoch 4, batch 10650, giga_loss[loss=0.2704, simple_loss=0.3414, pruned_loss=0.09971, over 12341.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03601, over 104.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3072, pruned_loss=0.0768, over 2472435.20 frames. utt_duration=530.5 frames, utt_pad_proportion=0.07172, over 18694.06 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3178, pruned_loss=0.07401, over 2453589.79 frames. utt_duration=1293 frames, utt_pad_proportion=0.04216, over 7599.03 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3055, pruned_loss=0.07687, over 2473334.39 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07337, over 20011.01 utterances.], batch size: 104, lr: 6.95e-04
2022-08-22 05:49:38,092 INFO [train.py:927] (4/8) Epoch 4, batch 10700, giga_loss[loss=0.3532, simple_loss=0.3823, pruned_loss=0.162, over 12361.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3128, pruned_loss=0.07964, over 2472837.42 frames. utt_duration=523.4 frames, utt_pad_proportion=0.07159, over 18952.95 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3175, pruned_loss=0.07389, over 2454014.41 frames. utt_duration=1296 frames, utt_pad_proportion=0.0414, over 7581.33 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3115, pruned_loss=0.07986, over 2473590.01 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07338, over 20251.36 utterances.], batch size: 258, lr: 6.95e-04
2022-08-22 05:51:18,603 INFO [train.py:927] (4/8) Epoch 4, batch 10750, libri_loss[loss=0.2108, simple_loss=0.2974, pruned_loss=0.0621, over 12293.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005555, over 32.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3165, pruned_loss=0.08106, over 2472397.97 frames. utt_duration=541 frames, utt_pad_proportion=0.06937, over 18329.78 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3172, pruned_loss=0.07393, over 2453881.93 frames. utt_duration=1299 frames, utt_pad_proportion=0.0406, over 7564.55 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3156, pruned_loss=0.08149, over 2473904.99 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07177, over 19866.02 utterances.], batch size: 32, lr: 6.95e-04
2022-08-22 05:52:58,500 INFO [train.py:927] (4/8) Epoch 4, batch 10800, giga_loss[loss=0.2374, simple_loss=0.3195, pruned_loss=0.07762, over 12301.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03754, over 51.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3191, pruned_loss=0.08152, over 2472525.13 frames. utt_duration=535 frames, utt_pad_proportion=0.07299, over 18537.97 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3172, pruned_loss=0.07392, over 2454208.72 frames. utt_duration=1299 frames, utt_pad_proportion=0.0402, over 7565.14 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3184, pruned_loss=0.08197, over 2473663.16 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07492, over 19890.14 utterances.], batch size: 51, lr: 6.94e-04
2022-08-22 05:54:40,109 INFO [train.py:927] (4/8) Epoch 4, batch 10850, giga_loss[loss=0.2735, simple_loss=0.3464, pruned_loss=0.1003, over 12379.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05238, over 161.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3195, pruned_loss=0.08021, over 2471650.33 frames. utt_duration=571.1 frames, utt_pad_proportion=0.07082, over 17357.27 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3176, pruned_loss=0.07412, over 2454793.80 frames. utt_duration=1276 frames, utt_pad_proportion=0.04586, over 7703.69 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3187, pruned_loss=0.0806, over 2472582.68 frames. utt_duration=531.9 frames, utt_pad_proportion=0.071, over 18646.43 utterances.], batch size: 161, lr: 6.94e-04
2022-08-22 05:56:22,572 INFO [train.py:927] (4/8) Epoch 4, batch 10900, giga_loss[loss=0.296, simple_loss=0.3449, pruned_loss=0.1236, over 12395.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09996, over 257.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.321, pruned_loss=0.08198, over 2472281.03 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06831, over 17007.56 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3177, pruned_loss=0.07424, over 2455106.19 frames. utt_duration=1276 frames, utt_pad_proportion=0.0457, over 7706.10 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3203, pruned_loss=0.08225, over 2472988.99 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06881, over 18147.61 utterances.], batch size: 257, lr: 6.94e-04
2022-08-22 05:58:02,964 INFO [train.py:927] (4/8) Epoch 4, batch 10950, libri_loss[loss=0.225, simple_loss=0.3013, pruned_loss=0.07432, over 12455.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006138, over 32.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3211, pruned_loss=0.08304, over 2471822.36 frames. utt_duration=612 frames, utt_pad_proportion=0.06331, over 16194.09 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3172, pruned_loss=0.07419, over 2455747.88 frames. utt_duration=1282 frames, utt_pad_proportion=0.04435, over 7672.10 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3211, pruned_loss=0.08366, over 2472487.00 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06492, over 17515.20 utterances.], batch size: 32, lr: 6.94e-04
2022-08-22 05:59:43,881 INFO [train.py:927] (4/8) Epoch 4, batch 11000, giga_loss[loss=0.2227, simple_loss=0.3027, pruned_loss=0.07131, over 12362.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02675, over 48.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3192, pruned_loss=0.08298, over 2471764.28 frames. utt_duration=613.9 frames, utt_pad_proportion=0.06354, over 16145.08 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3169, pruned_loss=0.0741, over 2456096.34 frames. utt_duration=1282 frames, utt_pad_proportion=0.04386, over 7672.64 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3196, pruned_loss=0.08389, over 2472548.66 frames. utt_duration=566 frames, utt_pad_proportion=0.06537, over 17519.46 utterances.], batch size: 48, lr: 6.94e-04
2022-08-22 06:01:25,703 INFO [train.py:927] (4/8) Epoch 4, batch 11050, giga_loss[loss=0.2145, simple_loss=0.2924, pruned_loss=0.06828, over 12436.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04097, over 34.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3187, pruned_loss=0.08241, over 2472645.73 frames. utt_duration=589 frames, utt_pad_proportion=0.06492, over 16835.37 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3169, pruned_loss=0.07409, over 2456373.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.04403, over 7698.87 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.319, pruned_loss=0.0833, over 2473315.84 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06629, over 18062.45 utterances.], batch size: 34, lr: 6.93e-04
2022-08-22 06:03:07,088 INFO [train.py:927] (4/8) Epoch 4, batch 11100, giga_loss[loss=0.1906, simple_loss=0.2766, pruned_loss=0.05234, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03506, over 43.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3153, pruned_loss=0.08021, over 2472671.96 frames. utt_duration=561.7 frames, utt_pad_proportion=0.06606, over 17655.03 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3173, pruned_loss=0.07403, over 2456268.24 frames. utt_duration=1277 frames, utt_pad_proportion=0.04412, over 7700.14 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3151, pruned_loss=0.08108, over 2473585.78 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06717, over 18800.00 utterances.], batch size: 43, lr: 6.93e-04
2022-08-22 06:04:48,356 INFO [train.py:927] (4/8) Epoch 4, batch 11150, libri_loss[loss=0.1936, simple_loss=0.2764, pruned_loss=0.05544, over 12452.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005208, over 32.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3103, pruned_loss=0.0778, over 2472695.80 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06164, over 17425.48 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3172, pruned_loss=0.07401, over 2456569.97 frames. utt_duration=1278 frames, utt_pad_proportion=0.04347, over 7694.83 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3102, pruned_loss=0.07874, over 2473748.00 frames. utt_duration=530.3 frames, utt_pad_proportion=0.06333, over 18712.55 utterances.], batch size: 32, lr: 6.93e-04
2022-08-22 06:06:32,017 INFO [train.py:927] (4/8) Epoch 4, batch 11200, giga_loss[loss=0.221, simple_loss=0.2968, pruned_loss=0.07264, over 12473.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03481, over 40.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3098, pruned_loss=0.07831, over 2473166.48 frames. utt_duration=526.9 frames, utt_pad_proportion=0.07076, over 18828.27 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3168, pruned_loss=0.07397, over 2456306.02 frames. utt_duration=1283 frames, utt_pad_proportion=0.0425, over 7669.00 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3098, pruned_loss=0.0792, over 2474728.76 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07198, over 20190.94 utterances.], batch size: 40, lr: 6.93e-04
2022-08-22 06:08:10,438 INFO [train.py:927] (4/8) Epoch 4, batch 11250, giga_loss[loss=0.2588, simple_loss=0.3221, pruned_loss=0.09775, over 12450.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03562, over 86.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3067, pruned_loss=0.07657, over 2471631.54 frames. utt_duration=573.9 frames, utt_pad_proportion=0.06488, over 17272.41 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3166, pruned_loss=0.07391, over 2456373.16 frames. utt_duration=1286 frames, utt_pad_proportion=0.04188, over 7648.79 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3067, pruned_loss=0.07739, over 2473115.34 frames. utt_duration=534.5 frames, utt_pad_proportion=0.0667, over 18560.05 utterances.], batch size: 86, lr: 6.93e-04
2022-08-22 06:09:50,920 INFO [train.py:927] (4/8) Epoch 4, batch 11300, giga_loss[loss=0.2079, simple_loss=0.2821, pruned_loss=0.06689, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03454, over 105.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3034, pruned_loss=0.07476, over 2471305.35 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05917, over 16569.96 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3163, pruned_loss=0.07367, over 2456108.61 frames. utt_duration=1290 frames, utt_pad_proportion=0.04132, over 7622.05 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3035, pruned_loss=0.07566, over 2473020.36 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06139, over 17787.38 utterances.], batch size: 105, lr: 6.92e-04
2022-08-22 06:11:30,617 INFO [train.py:927] (4/8) Epoch 4, batch 11350, giga_loss[loss=0.1851, simple_loss=0.2658, pruned_loss=0.05221, over 12467.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.03001, over 55.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3001, pruned_loss=0.073, over 2471219.16 frames. utt_duration=618.2 frames, utt_pad_proportion=0.05546, over 16028.23 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3165, pruned_loss=0.07367, over 2456148.22 frames. utt_duration=1292 frames, utt_pad_proportion=0.0408, over 7613.19 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.2996, pruned_loss=0.07374, over 2472982.24 frames. utt_duration=575 frames, utt_pad_proportion=0.05792, over 17248.03 utterances.], batch size: 55, lr: 6.92e-04
2022-08-22 06:13:11,151 INFO [train.py:927] (4/8) Epoch 4, batch 11400, giga_loss[loss=0.1835, simple_loss=0.2686, pruned_loss=0.04917, over 12432.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03656, over 113.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.2971, pruned_loss=0.0717, over 2471933.16 frames. utt_duration=641.3 frames, utt_pad_proportion=0.05149, over 15454.65 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3163, pruned_loss=0.07367, over 2456389.92 frames. utt_duration=1295 frames, utt_pad_proportion=0.03996, over 7598.91 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.2964, pruned_loss=0.07227, over 2473548.00 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05429, over 16666.50 utterances.], batch size: 113, lr: 6.92e-04
2022-08-22 06:14:51,772 INFO [train.py:927] (4/8) Epoch 4, batch 11450, giga_loss[loss=0.2074, simple_loss=0.2792, pruned_loss=0.06783, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0298, over 43.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.2947, pruned_loss=0.07097, over 2470702.71 frames. utt_duration=670.7 frames, utt_pad_proportion=0.04939, over 14768.47 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3164, pruned_loss=0.07394, over 2456895.18 frames. utt_duration=1293 frames, utt_pad_proportion=0.04027, over 7607.68 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2934, pruned_loss=0.07112, over 2472030.81 frames. utt_duration=620.6 frames, utt_pad_proportion=0.05191, over 15972.68 utterances.], batch size: 43, lr: 6.92e-04
2022-08-22 06:16:34,952 INFO [train.py:927] (4/8) Epoch 4, batch 11500, libri_loss[loss=0.2833, simple_loss=0.3576, pruned_loss=0.1045, over 12400.00 frames. utt_duration=429.1 frames, utt_pad_proportion=0.3284, over 116.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.294, pruned_loss=0.07068, over 2470600.21 frames. utt_duration=654 frames, utt_pad_proportion=0.05565, over 15145.00 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.317, pruned_loss=0.07424, over 2457081.84 frames. utt_duration=1263 frames, utt_pad_proportion=0.05019, over 7789.57 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2916, pruned_loss=0.07039, over 2471921.32 frames. utt_duration=613.3 frames, utt_pad_proportion=0.05278, over 16160.71 utterances.], batch size: 116, lr: 6.92e-04
2022-08-22 06:18:24,554 INFO [train.py:927] (4/8) Epoch 4, batch 11550, giga_loss[loss=0.2392, simple_loss=0.3097, pruned_loss=0.08434, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03393, over 42.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.2974, pruned_loss=0.07297, over 2470786.65 frames. utt_duration=631 frames, utt_pad_proportion=0.05954, over 15700.95 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3173, pruned_loss=0.07422, over 2456850.21 frames. utt_duration=1265 frames, utt_pad_proportion=0.04961, over 7775.79 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2951, pruned_loss=0.07272, over 2472216.93 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05743, over 16617.55 utterances.], batch size: 42, lr: 6.91e-04
2022-08-22 06:20:08,407 INFO [train.py:927] (4/8) Epoch 4, batch 11600, giga_loss[loss=0.2494, simple_loss=0.315, pruned_loss=0.09184, over 12415.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03209, over 37.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3033, pruned_loss=0.07705, over 2470961.06 frames. utt_duration=616.3 frames, utt_pad_proportion=0.06325, over 16075.45 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3165, pruned_loss=0.07399, over 2456621.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.04914, over 7748.28 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3018, pruned_loss=0.07706, over 2472472.04 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06165, over 16928.39 utterances.], batch size: 37, lr: 6.91e-04
2022-08-22 06:21:51,509 INFO [train.py:927] (4/8) Epoch 4, batch 11650, giga_loss[loss=0.2408, simple_loss=0.3319, pruned_loss=0.07486, over 12400.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03871, over 105.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3097, pruned_loss=0.0806, over 2471478.76 frames. utt_duration=550 frames, utt_pad_proportion=0.0735, over 18023.92 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.316, pruned_loss=0.07386, over 2456353.18 frames. utt_duration=1274 frames, utt_pad_proportion=0.04846, over 7718.57 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3088, pruned_loss=0.0808, over 2473174.23 frames. utt_duration=525.4 frames, utt_pad_proportion=0.07227, over 18884.03 utterances.], batch size: 105, lr: 6.91e-04
2022-08-22 06:23:33,887 INFO [train.py:927] (4/8) Epoch 4, batch 11700, giga_loss[loss=0.2778, simple_loss=0.3444, pruned_loss=0.1056, over 12367.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07534, over 212.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3168, pruned_loss=0.0847, over 2472175.43 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07976, over 19031.06 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3162, pruned_loss=0.07414, over 2456305.22 frames. utt_duration=1277 frames, utt_pad_proportion=0.04809, over 7700.83 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3158, pruned_loss=0.08475, over 2473786.21 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07885, over 19875.98 utterances.], batch size: 212, lr: 6.91e-04
2022-08-22 06:25:14,927 INFO [train.py:927] (4/8) Epoch 4, batch 11750, giga_loss[loss=0.2191, simple_loss=0.3029, pruned_loss=0.06764, over 12449.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03135, over 55.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3147, pruned_loss=0.08146, over 2472684.96 frames. utt_duration=539.4 frames, utt_pad_proportion=0.07194, over 18387.30 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3166, pruned_loss=0.07431, over 2457057.59 frames. utt_duration=1280 frames, utt_pad_proportion=0.04698, over 7687.89 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3136, pruned_loss=0.08158, over 2473743.50 frames. utt_duration=512 frames, utt_pad_proportion=0.0722, over 19383.61 utterances.], batch size: 55, lr: 6.91e-04
2022-08-22 06:26:55,317 INFO [train.py:927] (4/8) Epoch 4, batch 11800, libri_loss[loss=0.2097, simple_loss=0.2903, pruned_loss=0.06455, over 12465.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005122, over 32.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3143, pruned_loss=0.07996, over 2472606.59 frames. utt_duration=556 frames, utt_pad_proportion=0.06758, over 17838.00 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3169, pruned_loss=0.07446, over 2457553.83 frames. utt_duration=1278 frames, utt_pad_proportion=0.04671, over 7699.17 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3131, pruned_loss=0.08014, over 2473483.34 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06844, over 18951.13 utterances.], batch size: 32, lr: 6.90e-04
2022-08-22 06:28:37,682 INFO [train.py:927] (4/8) Epoch 4, batch 11850, giga_loss[loss=0.2742, simple_loss=0.3428, pruned_loss=0.1028, over 12368.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06555, over 183.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3155, pruned_loss=0.08044, over 2473226.81 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06541, over 17355.84 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3161, pruned_loss=0.07431, over 2458067.84 frames. utt_duration=1286 frames, utt_pad_proportion=0.0456, over 7653.46 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3152, pruned_loss=0.08087, over 2473939.65 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06687, over 18600.80 utterances.], batch size: 183, lr: 6.90e-04
2022-08-22 06:30:21,132 INFO [train.py:927] (4/8) Epoch 4, batch 11900, giga_loss[loss=0.2705, simple_loss=0.3483, pruned_loss=0.09639, over 12445.00 frames. utt_duration=624 frames, utt_pad_proportion=0.031, over 80.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3196, pruned_loss=0.08358, over 2472228.88 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06477, over 17755.65 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3162, pruned_loss=0.07422, over 2458183.30 frames. utt_duration=1288 frames, utt_pad_proportion=0.04488, over 7641.31 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3193, pruned_loss=0.0842, over 2473015.52 frames. utt_duration=522.4 frames, utt_pad_proportion=0.0664, over 18989.51 utterances.], batch size: 80, lr: 6.90e-04
2022-08-22 06:32:06,052 INFO [train.py:927] (4/8) Epoch 4, batch 11950, giga_loss[loss=0.2486, simple_loss=0.3219, pruned_loss=0.08764, over 12390.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04043, over 133.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3222, pruned_loss=0.08482, over 2472499.02 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06494, over 17222.52 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.318, pruned_loss=0.07471, over 2458462.02 frames. utt_duration=1290 frames, utt_pad_proportion=0.04437, over 7631.69 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3205, pruned_loss=0.08501, over 2473060.32 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06657, over 18342.77 utterances.], batch size: 133, lr: 6.90e-04
2022-08-22 06:33:49,419 INFO [train.py:927] (4/8) Epoch 4, batch 12000, giga_loss[loss=0.2622, simple_loss=0.3439, pruned_loss=0.09031, over 12400.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02866, over 58.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3218, pruned_loss=0.08378, over 2473469.90 frames. utt_duration=597.1 frames, utt_pad_proportion=0.06609, over 16611.09 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3178, pruned_loss=0.07467, over 2458846.21 frames. utt_duration=1280 frames, utt_pad_proportion=0.04862, over 7691.78 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3206, pruned_loss=0.08414, over 2473832.74 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06588, over 17607.51 utterances.], batch size: 58, lr: 6.90e-04
2022-08-22 06:33:49,420 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 06:34:03,591 INFO [train.py:967] (4/8) Epoch 4, validation: loss=0.198, simple_loss=0.3044, pruned_loss=0.04574, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 06:35:44,826 INFO [train.py:927] (4/8) Epoch 4, batch 12050, giga_loss[loss=0.2459, simple_loss=0.3152, pruned_loss=0.08827, over 12346.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02303, over 45.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3223, pruned_loss=0.08398, over 2474060.37 frames. utt_duration=601.1 frames, utt_pad_proportion=0.06304, over 16504.80 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.318, pruned_loss=0.07481, over 2459105.91 frames. utt_duration=1268 frames, utt_pad_proportion=0.05195, over 7763.66 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3213, pruned_loss=0.08427, over 2474318.20 frames. utt_duration=572 frames, utt_pad_proportion=0.06195, over 17349.20 utterances.], batch size: 45, lr: 6.90e-04
2022-08-22 06:37:24,358 INFO [train.py:927] (4/8) Epoch 4, batch 12100, giga_loss[loss=0.2629, simple_loss=0.3186, pruned_loss=0.1036, over 12355.00 frames. utt_duration=135 frames, utt_pad_proportion=0.206, over 370.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3212, pruned_loss=0.08356, over 2473224.13 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06323, over 16592.61 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3181, pruned_loss=0.07491, over 2459134.95 frames. utt_duration=1268 frames, utt_pad_proportion=0.05162, over 7765.29 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3203, pruned_loss=0.08383, over 2473594.09 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06254, over 17375.54 utterances.], batch size: 370, lr: 6.89e-04
2022-08-22 06:39:05,877 INFO [train.py:927] (4/8) Epoch 4, batch 12150, giga_loss[loss=0.2746, simple_loss=0.3415, pruned_loss=0.1038, over 12383.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07438, over 212.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3201, pruned_loss=0.08283, over 2472146.40 frames. utt_duration=617.8 frames, utt_pad_proportion=0.06007, over 16044.14 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3181, pruned_loss=0.07481, over 2459156.40 frames. utt_duration=1272 frames, utt_pad_proportion=0.05116, over 7742.88 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3195, pruned_loss=0.08325, over 2472625.35 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05987, over 16802.32 utterances.], batch size: 212, lr: 6.89e-04
2022-08-22 06:40:44,219 INFO [train.py:927] (4/8) Epoch 4, batch 12200, giga_loss[loss=0.2368, simple_loss=0.3155, pruned_loss=0.07912, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03144, over 42.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3211, pruned_loss=0.08372, over 2472699.32 frames. utt_duration=624.6 frames, utt_pad_proportion=0.05953, over 15873.03 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3183, pruned_loss=0.07524, over 2459299.45 frames. utt_duration=1255 frames, utt_pad_proportion=0.056, over 7848.70 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3205, pruned_loss=0.08392, over 2473388.96 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05737, over 16647.76 utterances.], batch size: 42, lr: 6.89e-04
2022-08-22 06:42:25,555 INFO [train.py:927] (4/8) Epoch 4, batch 12250, giga_loss[loss=0.2449, simple_loss=0.3216, pruned_loss=0.08408, over 12411.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.02519, over 66.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3213, pruned_loss=0.08351, over 2472663.68 frames. utt_duration=631.2 frames, utt_pad_proportion=0.05896, over 15705.99 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3185, pruned_loss=0.07535, over 2459437.78 frames. utt_duration=1251 frames, utt_pad_proportion=0.05614, over 7872.56 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3207, pruned_loss=0.08372, over 2473294.75 frames. utt_duration=603.3 frames, utt_pad_proportion=0.05724, over 16438.43 utterances.], batch size: 66, lr: 6.89e-04
2022-08-22 06:44:05,319 INFO [train.py:927] (4/8) Epoch 4, batch 12300, giga_loss[loss=0.2541, simple_loss=0.3261, pruned_loss=0.09107, over 12370.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04087, over 113.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3204, pruned_loss=0.08391, over 2472785.86 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06391, over 16563.46 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.319, pruned_loss=0.0759, over 2459563.66 frames. utt_duration=1239 frames, utt_pad_proportion=0.05963, over 7948.45 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3195, pruned_loss=0.08367, over 2473348.90 frames. utt_duration=577.3 frames, utt_pad_proportion=0.0609, over 17181.71 utterances.], batch size: 113, lr: 6.89e-04
2022-08-22 06:45:45,191 INFO [train.py:927] (4/8) Epoch 4, batch 12350, giga_loss[loss=0.2282, simple_loss=0.2967, pruned_loss=0.07984, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03243, over 42.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3175, pruned_loss=0.0829, over 2472359.34 frames. utt_duration=620.7 frames, utt_pad_proportion=0.05982, over 15970.48 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3187, pruned_loss=0.07605, over 2459707.45 frames. utt_duration=1242 frames, utt_pad_proportion=0.05899, over 7928.33 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.317, pruned_loss=0.08266, over 2472838.50 frames. utt_duration=597.7 frames, utt_pad_proportion=0.05778, over 16591.21 utterances.], batch size: 42, lr: 6.88e-04
2022-08-22 06:47:26,126 INFO [train.py:927] (4/8) Epoch 4, batch 12400, giga_loss[loss=0.2137, simple_loss=0.2869, pruned_loss=0.07025, over 12479.00 frames. utt_duration=1921 frames, utt_pad_proportion=0.03754, over 26.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3147, pruned_loss=0.08183, over 2471215.21 frames. utt_duration=629.6 frames, utt_pad_proportion=0.06247, over 15737.15 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3188, pruned_loss=0.07621, over 2459651.64 frames. utt_duration=1245 frames, utt_pad_proportion=0.0583, over 7913.50 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3142, pruned_loss=0.08159, over 2471796.52 frames. utt_duration=606.5 frames, utt_pad_proportion=0.06105, over 16343.67 utterances.], batch size: 26, lr: 6.88e-04
2022-08-22 06:49:06,717 INFO [train.py:927] (4/8) Epoch 4, batch 12450, giga_loss[loss=0.1877, simple_loss=0.2679, pruned_loss=0.05379, over 12396.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02493, over 66.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3122, pruned_loss=0.08072, over 2471517.32 frames. utt_duration=590.2 frames, utt_pad_proportion=0.06783, over 16792.26 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.319, pruned_loss=0.07612, over 2459614.17 frames. utt_duration=1245 frames, utt_pad_proportion=0.058, over 7908.80 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3116, pruned_loss=0.08067, over 2472150.92 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06672, over 17373.19 utterances.], batch size: 66, lr: 6.88e-04
2022-08-22 06:50:47,129 INFO [train.py:927] (4/8) Epoch 4, batch 12500, giga_loss[loss=0.2351, simple_loss=0.316, pruned_loss=0.07715, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3105, pruned_loss=0.07955, over 2472058.76 frames. utt_duration=596 frames, utt_pad_proportion=0.06266, over 16631.86 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3205, pruned_loss=0.07634, over 2459811.73 frames. utt_duration=1249 frames, utt_pad_proportion=0.05734, over 7890.25 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3085, pruned_loss=0.07936, over 2472545.68 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06224, over 17230.31 utterances.], batch size: 113, lr: 6.88e-04
2022-08-22 06:52:30,041 INFO [train.py:927] (4/8) Epoch 4, batch 12550, libri_loss[loss=0.2484, simple_loss=0.3289, pruned_loss=0.08397, over 12457.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005523, over 35.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3138, pruned_loss=0.08093, over 2472530.16 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06692, over 17113.13 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3218, pruned_loss=0.07683, over 2460500.10 frames. utt_duration=1241 frames, utt_pad_proportion=0.06055, over 7942.55 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3108, pruned_loss=0.08042, over 2472628.27 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06523, over 17782.81 utterances.], batch size: 35, lr: 6.88e-04
2022-08-22 06:54:09,384 INFO [train.py:927] (4/8) Epoch 4, batch 12600, giga_loss[loss=0.2621, simple_loss=0.3424, pruned_loss=0.09093, over 12396.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3134, pruned_loss=0.07979, over 2473244.15 frames. utt_duration=569.4 frames, utt_pad_proportion=0.0643, over 17418.89 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3212, pruned_loss=0.07675, over 2460811.68 frames. utt_duration=1247 frames, utt_pad_proportion=0.05949, over 7900.39 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3113, pruned_loss=0.07954, over 2473326.04 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06355, over 18194.50 utterances.], batch size: 133, lr: 6.87e-04
2022-08-22 06:55:51,442 INFO [train.py:927] (4/8) Epoch 4, batch 12650, giga_loss[loss=0.2053, simple_loss=0.2936, pruned_loss=0.05852, over 12313.00 frames. utt_duration=747.8 frames, utt_pad_proportion=0.03015, over 66.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3126, pruned_loss=0.07868, over 2473667.40 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06441, over 17997.26 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3214, pruned_loss=0.0772, over 2461115.61 frames. utt_duration=1246 frames, utt_pad_proportion=0.05908, over 7911.78 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3105, pruned_loss=0.07816, over 2473817.80 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06411, over 18889.35 utterances.], batch size: 66, lr: 6.87e-04
2022-08-22 06:57:30,415 INFO [train.py:927] (4/8) Epoch 4, batch 12700, giga_loss[loss=0.2325, simple_loss=0.3114, pruned_loss=0.07683, over 12392.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02597, over 91.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3123, pruned_loss=0.07859, over 2473325.04 frames. utt_duration=547.5 frames, utt_pad_proportion=0.065, over 18118.22 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3218, pruned_loss=0.07759, over 2461585.56 frames. utt_duration=1242 frames, utt_pad_proportion=0.05885, over 7937.69 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3101, pruned_loss=0.07783, over 2473305.50 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06486, over 19037.32 utterances.], batch size: 91, lr: 6.87e-04
2022-08-22 06:59:09,696 INFO [train.py:927] (4/8) Epoch 4, batch 12750, giga_loss[loss=0.255, simple_loss=0.3371, pruned_loss=0.08646, over 12368.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04639, over 146.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.313, pruned_loss=0.07899, over 2473316.89 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06571, over 18213.63 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3216, pruned_loss=0.07785, over 2461527.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.05799, over 7909.16 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3112, pruned_loss=0.07818, over 2473560.77 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06597, over 19158.70 utterances.], batch size: 146, lr: 6.87e-04
2022-08-22 07:00:48,309 INFO [train.py:927] (4/8) Epoch 4, batch 12800, libri_loss[loss=0.2613, simple_loss=0.3351, pruned_loss=0.09371, over 12299.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.005995, over 37.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3146, pruned_loss=0.07964, over 2473613.13 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06236, over 17870.68 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3211, pruned_loss=0.0777, over 2461470.86 frames. utt_duration=1250 frames, utt_pad_proportion=0.05703, over 7885.69 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3134, pruned_loss=0.07916, over 2474117.30 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06317, over 18880.87 utterances.], batch size: 37, lr: 6.87e-04
2022-08-22 07:02:26,959 INFO [train.py:927] (4/8) Epoch 4, batch 12850, giga_loss[loss=0.2311, simple_loss=0.3038, pruned_loss=0.07916, over 12174.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03178, over 39.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3149, pruned_loss=0.07998, over 2472444.61 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05801, over 17183.00 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3209, pruned_loss=0.07772, over 2461489.58 frames. utt_duration=1254 frames, utt_pad_proportion=0.05619, over 7859.20 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.314, pruned_loss=0.07961, over 2473046.85 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05925, over 18190.56 utterances.], batch size: 39, lr: 6.87e-04
2022-08-22 07:04:07,393 INFO [train.py:927] (4/8) Epoch 4, batch 12900, giga_loss[loss=0.2068, simple_loss=0.291, pruned_loss=0.0613, over 12328.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.0353, over 62.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3157, pruned_loss=0.081, over 2472680.60 frames. utt_duration=555.3 frames, utt_pad_proportion=0.0616, over 17860.17 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3216, pruned_loss=0.07795, over 2461576.83 frames. utt_duration=1256 frames, utt_pad_proportion=0.05576, over 7848.62 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3144, pruned_loss=0.08053, over 2473183.56 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06257, over 18755.78 utterances.], batch size: 62, lr: 6.86e-04
2022-08-22 07:05:45,807 INFO [train.py:927] (4/8) Epoch 4, batch 12950, giga_loss[loss=0.199, simple_loss=0.2846, pruned_loss=0.05668, over 12344.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3135, pruned_loss=0.08028, over 2472940.52 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06236, over 17596.88 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3218, pruned_loss=0.07843, over 2462061.87 frames. utt_duration=1247 frames, utt_pad_proportion=0.05933, over 7909.18 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3121, pruned_loss=0.07956, over 2473207.95 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06189, over 18521.63 utterances.], batch size: 62, lr: 6.86e-04
2022-08-22 07:07:25,884 INFO [train.py:927] (4/8) Epoch 4, batch 13000, giga_loss[loss=0.2098, simple_loss=0.2949, pruned_loss=0.06238, over 12258.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02839, over 54.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3155, pruned_loss=0.08066, over 2473590.94 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05959, over 18145.87 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3224, pruned_loss=0.07882, over 2462139.10 frames. utt_duration=1247 frames, utt_pad_proportion=0.0587, over 7906.54 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3137, pruned_loss=0.07978, over 2473876.30 frames. utt_duration=522.1 frames, utt_pad_proportion=0.05959, over 19008.86 utterances.], batch size: 54, lr: 6.86e-04
2022-08-22 07:09:02,163 INFO [train.py:927] (4/8) Epoch 4, batch 13050, libri_loss[loss=0.2354, simple_loss=0.3111, pruned_loss=0.07984, over 12487.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006399, over 37.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3157, pruned_loss=0.08004, over 2473748.00 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05811, over 17739.75 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3226, pruned_loss=0.07946, over 2462654.60 frames. utt_duration=1248 frames, utt_pad_proportion=0.05775, over 7902.44 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3138, pruned_loss=0.07877, over 2474022.82 frames. utt_duration=524.9 frames, utt_pad_proportion=0.05854, over 18905.94 utterances.], batch size: 37, lr: 6.86e-04
2022-08-22 07:10:40,347 INFO [train.py:927] (4/8) Epoch 4, batch 13100, giga_loss[loss=0.2826, simple_loss=0.3414, pruned_loss=0.1119, over 12409.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07192, over 212.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3143, pruned_loss=0.08066, over 2473824.34 frames. utt_duration=555.8 frames, utt_pad_proportion=0.05798, over 17850.65 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3223, pruned_loss=0.07958, over 2462678.61 frames. utt_duration=1253 frames, utt_pad_proportion=0.05674, over 7868.10 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3129, pruned_loss=0.07958, over 2474282.34 frames. utt_duration=521.6 frames, utt_pad_proportion=0.0587, over 19031.08 utterances.], batch size: 212, lr: 6.86e-04
2022-08-22 07:12:18,762 INFO [train.py:927] (4/8) Epoch 4, batch 13150, giga_loss[loss=0.1965, simple_loss=0.2699, pruned_loss=0.0616, over 12470.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04455, over 34.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.313, pruned_loss=0.08083, over 2473876.11 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05881, over 17916.07 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3225, pruned_loss=0.07994, over 2462598.11 frames. utt_duration=1242 frames, utt_pad_proportion=0.06014, over 7939.03 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3114, pruned_loss=0.07965, over 2474664.09 frames. utt_duration=519.3 frames, utt_pad_proportion=0.05788, over 19118.01 utterances.], batch size: 34, lr: 6.85e-04
2022-08-22 07:13:58,495 INFO [train.py:927] (4/8) Epoch 4, batch 13200, giga_loss[loss=0.2168, simple_loss=0.3054, pruned_loss=0.06408, over 12322.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03581, over 62.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3118, pruned_loss=0.08061, over 2474144.95 frames. utt_duration=547.6 frames, utt_pad_proportion=0.05865, over 18123.66 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3228, pruned_loss=0.08018, over 2462598.65 frames. utt_duration=1245 frames, utt_pad_proportion=0.05923, over 7923.39 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.31, pruned_loss=0.07946, over 2474987.30 frames. utt_duration=514.7 frames, utt_pad_proportion=0.05829, over 19290.07 utterances.], batch size: 62, lr: 6.85e-04
2022-08-22 07:15:40,107 INFO [train.py:927] (4/8) Epoch 4, batch 13250, giga_loss[loss=0.185, simple_loss=0.2567, pruned_loss=0.05665, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.0436, over 31.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3069, pruned_loss=0.07819, over 2474780.15 frames. utt_duration=543.9 frames, utt_pad_proportion=0.05809, over 18250.62 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3228, pruned_loss=0.08036, over 2462608.34 frames. utt_duration=1248 frames, utt_pad_proportion=0.05833, over 7902.06 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3053, pruned_loss=0.0771, over 2475659.73 frames. utt_duration=512.2 frames, utt_pad_proportion=0.05818, over 19390.53 utterances.], batch size: 31, lr: 6.85e-04
2022-08-22 07:17:19,652 INFO [train.py:927] (4/8) Epoch 4, batch 13300, giga_loss[loss=0.2233, simple_loss=0.3007, pruned_loss=0.07296, over 12447.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04359, over 134.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3056, pruned_loss=0.07753, over 2474879.44 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05974, over 18245.94 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3231, pruned_loss=0.08069, over 2462907.11 frames. utt_duration=1249 frames, utt_pad_proportion=0.05762, over 7896.55 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3037, pruned_loss=0.07633, over 2475463.95 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06001, over 19294.93 utterances.], batch size: 134, lr: 6.85e-04
2022-08-22 07:19:00,693 INFO [train.py:927] (4/8) Epoch 4, batch 13350, libri_loss[loss=0.2004, simple_loss=0.2794, pruned_loss=0.06067, over 12226.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006456, over 31.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3075, pruned_loss=0.07765, over 2475089.64 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05808, over 17618.19 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3233, pruned_loss=0.08087, over 2463046.19 frames. utt_duration=1250 frames, utt_pad_proportion=0.0566, over 7890.71 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3053, pruned_loss=0.07644, over 2475766.24 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05883, over 18744.53 utterances.], batch size: 31, lr: 6.85e-04
2022-08-22 07:20:39,961 INFO [train.py:927] (4/8) Epoch 4, batch 13400, giga_loss[loss=0.2298, simple_loss=0.3115, pruned_loss=0.074, over 12348.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03286, over 58.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3095, pruned_loss=0.07853, over 2475004.82 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05895, over 17329.84 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3236, pruned_loss=0.08104, over 2463118.96 frames. utt_duration=1249 frames, utt_pad_proportion=0.0565, over 7897.25 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3075, pruned_loss=0.07742, over 2475523.98 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05957, over 18250.08 utterances.], batch size: 58, lr: 6.84e-04
2022-08-22 07:22:26,575 INFO [train.py:927] (4/8) Epoch 4, batch 13450, giga_loss[loss=0.2653, simple_loss=0.3343, pruned_loss=0.09814, over 12382.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.03014, over 51.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3155, pruned_loss=0.08307, over 2474713.33 frames. utt_duration=557.2 frames, utt_pad_proportion=0.0619, over 17813.33 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3243, pruned_loss=0.08158, over 2463125.08 frames. utt_duration=1248 frames, utt_pad_proportion=0.05636, over 7903.22 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3133, pruned_loss=0.08172, over 2475208.88 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06233, over 18618.75 utterances.], batch size: 51, lr: 6.84e-04
2022-08-22 07:24:07,880 INFO [train.py:927] (4/8) Epoch 4, batch 13500, giga_loss[loss=0.2563, simple_loss=0.3369, pruned_loss=0.08782, over 12403.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02581, over 70.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3213, pruned_loss=0.08733, over 2475018.73 frames. utt_duration=538.7 frames, utt_pad_proportion=0.07077, over 18427.27 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3244, pruned_loss=0.08209, over 2463729.42 frames. utt_duration=1247 frames, utt_pad_proportion=0.05529, over 7909.45 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3191, pruned_loss=0.08593, over 2475390.52 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07129, over 19552.92 utterances.], batch size: 70, lr: 6.84e-04
2022-08-22 07:25:58,088 INFO [train.py:927] (4/8) Epoch 4, batch 13550, giga_loss[loss=0.2795, simple_loss=0.3526, pruned_loss=0.1032, over 12452.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03427, over 43.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3279, pruned_loss=0.09251, over 2474667.44 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06756, over 18650.43 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3242, pruned_loss=0.08238, over 2463792.57 frames. utt_duration=1241 frames, utt_pad_proportion=0.05815, over 7952.60 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3263, pruned_loss=0.09129, over 2475172.92 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06712, over 19782.94 utterances.], batch size: 43, lr: 6.84e-04
2022-08-22 07:27:40,278 INFO [train.py:927] (4/8) Epoch 4, batch 13600, giga_loss[loss=0.2509, simple_loss=0.3362, pruned_loss=0.08275, over 12464.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03022, over 75.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3341, pruned_loss=0.09787, over 2475078.20 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06574, over 18953.43 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3238, pruned_loss=0.08259, over 2464155.36 frames. utt_duration=1248 frames, utt_pad_proportion=0.05705, over 7908.61 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3335, pruned_loss=0.09708, over 2475453.06 frames. utt_duration=491.5 frames, utt_pad_proportion=0.06599, over 20208.66 utterances.], batch size: 75, lr: 6.84e-04
2022-08-22 07:29:24,833 INFO [train.py:927] (4/8) Epoch 4, batch 13650, giga_loss[loss=0.4031, simple_loss=0.4199, pruned_loss=0.1931, over 12366.00 frames. utt_duration=233.7 frames, utt_pad_proportion=0.07612, over 213.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3398, pruned_loss=0.104, over 2474482.42 frames. utt_duration=481.9 frames, utt_pad_proportion=0.0767, over 20601.96 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3239, pruned_loss=0.08312, over 2463756.63 frames. utt_duration=1252 frames, utt_pad_proportion=0.0561, over 7880.40 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3395, pruned_loss=0.1034, over 2475441.33 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07672, over 21950.47 utterances.], batch size: 213, lr: 6.84e-04
2022-08-22 07:31:14,649 INFO [train.py:927] (4/8) Epoch 4, batch 13700, giga_loss[loss=0.3371, simple_loss=0.3834, pruned_loss=0.1454, over 12402.00 frames. utt_duration=271.1 frames, utt_pad_proportion=0.06822, over 184.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.3471, pruned_loss=0.1113, over 2473414.54 frames. utt_duration=439.8 frames, utt_pad_proportion=0.09104, over 22569.98 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3236, pruned_loss=0.08323, over 2463571.59 frames. utt_duration=1255 frames, utt_pad_proportion=0.05535, over 7861.81 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3475, pruned_loss=0.1111, over 2474533.80 frames. utt_duration=415.5 frames, utt_pad_proportion=0.09073, over 23905.85 utterances.], batch size: 184, lr: 6.83e-04
2022-08-22 07:33:03,093 INFO [train.py:927] (4/8) Epoch 4, batch 13750, giga_loss[loss=0.2683, simple_loss=0.3295, pruned_loss=0.1036, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02968, over 48.00 utterances.], tot_loss[loss=0.2885, simple_loss=0.3491, pruned_loss=0.1139, over 2473470.35 frames. utt_duration=426.8 frames, utt_pad_proportion=0.09174, over 23261.29 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3237, pruned_loss=0.08345, over 2463787.35 frames. utt_duration=1253 frames, utt_pad_proportion=0.05576, over 7873.00 utterances.], giga_tot_loss[loss=0.2889, simple_loss=0.3497, pruned_loss=0.114, over 2474302.15 frames. utt_duration=405.3 frames, utt_pad_proportion=0.0915, over 24506.04 utterances.], batch size: 48, lr: 6.83e-04
2022-08-22 07:34:48,008 INFO [train.py:927] (4/8) Epoch 4, batch 13800, giga_loss[loss=0.2434, simple_loss=0.3227, pruned_loss=0.08205, over 12396.00 frames. utt_duration=662.5 frames, utt_pad_proportion=0.03559, over 75.00 utterances.], tot_loss[loss=0.2881, simple_loss=0.3495, pruned_loss=0.1134, over 2472960.65 frames. utt_duration=431.7 frames, utt_pad_proportion=0.09047, over 22990.58 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3241, pruned_loss=0.08375, over 2463268.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.05465, over 7835.29 utterances.], giga_tot_loss[loss=0.2892, simple_loss=0.3502, pruned_loss=0.1141, over 2474393.85 frames. utt_duration=406.2 frames, utt_pad_proportion=0.09096, over 24454.46 utterances.], batch size: 75, lr: 6.83e-04
2022-08-22 07:36:32,200 INFO [train.py:927] (4/8) Epoch 4, batch 13850, giga_loss[loss=0.2457, simple_loss=0.3274, pruned_loss=0.08203, over 12342.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03315, over 58.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.3512, pruned_loss=0.114, over 2473460.20 frames. utt_duration=421.2 frames, utt_pad_proportion=0.08987, over 23570.78 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3242, pruned_loss=0.08394, over 2463235.34 frames. utt_duration=1260 frames, utt_pad_proportion=0.05415, over 7827.72 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3522, pruned_loss=0.1147, over 2474770.65 frames. utt_duration=398.3 frames, utt_pad_proportion=0.09054, over 24944.62 utterances.], batch size: 58, lr: 6.83e-04
2022-08-22 07:38:18,729 INFO [train.py:927] (4/8) Epoch 4, batch 13900, giga_loss[loss=0.2609, simple_loss=0.3356, pruned_loss=0.09314, over 12424.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.02857, over 80.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3495, pruned_loss=0.1113, over 2474180.44 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08531, over 23283.66 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3243, pruned_loss=0.08413, over 2463324.48 frames. utt_duration=1261 frames, utt_pad_proportion=0.05343, over 7824.24 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3506, pruned_loss=0.1122, over 2475323.19 frames. utt_duration=403 frames, utt_pad_proportion=0.08647, over 24657.82 utterances.], batch size: 80, lr: 6.83e-04
2022-08-22 07:40:04,360 INFO [train.py:927] (4/8) Epoch 4, batch 13950, giga_loss[loss=0.2492, simple_loss=0.319, pruned_loss=0.08969, over 12389.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05946, over 182.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3479, pruned_loss=0.1091, over 2474031.05 frames. utt_duration=427 frames, utt_pad_proportion=0.08252, over 23253.99 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3243, pruned_loss=0.08429, over 2463551.36 frames. utt_duration=1262 frames, utt_pad_proportion=0.05251, over 7817.89 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3493, pruned_loss=0.1103, over 2474960.96 frames. utt_duration=402.3 frames, utt_pad_proportion=0.08408, over 24699.26 utterances.], batch size: 182, lr: 6.82e-04
2022-08-22 07:41:47,965 INFO [train.py:927] (4/8) Epoch 4, batch 14000, libri_loss[loss=0.211, simple_loss=0.288, pruned_loss=0.06697, over 12195.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007642, over 30.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3444, pruned_loss=0.1061, over 2474351.29 frames. utt_duration=450.1 frames, utt_pad_proportion=0.0783, over 22060.78 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3246, pruned_loss=0.08452, over 2463795.33 frames. utt_duration=1264 frames, utt_pad_proportion=0.05152, over 7803.15 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3462, pruned_loss=0.1078, over 2475339.24 frames. utt_duration=416.4 frames, utt_pad_proportion=0.08055, over 23864.37 utterances.], batch size: 30, lr: 6.82e-04
2022-08-22 07:43:35,655 INFO [train.py:927] (4/8) Epoch 4, batch 14050, giga_loss[loss=0.2548, simple_loss=0.3244, pruned_loss=0.09262, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03348, over 42.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3431, pruned_loss=0.1052, over 2474367.97 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07491, over 21785.13 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3241, pruned_loss=0.08467, over 2464243.11 frames. utt_duration=1270 frames, utt_pad_proportion=0.05063, over 7772.23 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3454, pruned_loss=0.1069, over 2475009.01 frames. utt_duration=422 frames, utt_pad_proportion=0.07737, over 23541.13 utterances.], batch size: 42, lr: 6.82e-04
2022-08-22 07:45:26,916 INFO [train.py:927] (4/8) Epoch 4, batch 14100, giga_loss[loss=0.254, simple_loss=0.3476, pruned_loss=0.08016, over 12269.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02768, over 54.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3417, pruned_loss=0.1031, over 2473934.04 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08124, over 22036.04 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3241, pruned_loss=0.08506, over 2464168.23 frames. utt_duration=1276 frames, utt_pad_proportion=0.04963, over 7732.47 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.344, pruned_loss=0.1046, over 2474778.67 frames. utt_duration=416.6 frames, utt_pad_proportion=0.08318, over 23844.72 utterances.], batch size: 54, lr: 6.82e-04
2022-08-22 07:47:14,872 INFO [train.py:927] (4/8) Epoch 4, batch 14150, giga_loss[loss=0.2638, simple_loss=0.3422, pruned_loss=0.09268, over 12347.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03265, over 58.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3421, pruned_loss=0.1024, over 2474444.10 frames. utt_duration=441.7 frames, utt_pad_proportion=0.08837, over 22482.49 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3245, pruned_loss=0.08562, over 2464195.13 frames. utt_duration=1264 frames, utt_pad_proportion=0.05396, over 7806.15 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3437, pruned_loss=0.1033, over 2475208.97 frames. utt_duration=413.2 frames, utt_pad_proportion=0.08849, over 24041.77 utterances.], batch size: 58, lr: 6.82e-04
2022-08-22 07:49:02,057 INFO [train.py:927] (4/8) Epoch 4, batch 14200, giga_loss[loss=0.261, simple_loss=0.3194, pruned_loss=0.1013, over 12325.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03151, over 48.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3415, pruned_loss=0.1022, over 2474197.14 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08489, over 21596.59 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3246, pruned_loss=0.08595, over 2464186.64 frames. utt_duration=1269 frames, utt_pad_proportion=0.05228, over 7775.47 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.3434, pruned_loss=0.1033, over 2475167.64 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08606, over 23387.23 utterances.], batch size: 48, lr: 6.82e-04
2022-08-22 07:50:47,440 INFO [train.py:927] (4/8) Epoch 4, batch 14250, giga_loss[loss=0.2609, simple_loss=0.3316, pruned_loss=0.09512, over 12343.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03254, over 85.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3398, pruned_loss=0.1017, over 2473826.86 frames. utt_duration=457.9 frames, utt_pad_proportion=0.08388, over 21677.63 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3253, pruned_loss=0.08605, over 2464101.47 frames. utt_duration=1273 frames, utt_pad_proportion=0.05133, over 7749.29 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.341, pruned_loss=0.1028, over 2474915.55 frames. utt_duration=423.4 frames, utt_pad_proportion=0.08541, over 23458.19 utterances.], batch size: 85, lr: 6.81e-04
2022-08-22 07:52:34,110 INFO [train.py:927] (4/8) Epoch 4, batch 14300, giga_loss[loss=0.2399, simple_loss=0.3255, pruned_loss=0.07713, over 12342.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03409, over 104.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3384, pruned_loss=0.1001, over 2473994.03 frames. utt_duration=473.6 frames, utt_pad_proportion=0.08126, over 20957.93 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3253, pruned_loss=0.08628, over 2464207.57 frames. utt_duration=1272 frames, utt_pad_proportion=0.05105, over 7759.69 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3398, pruned_loss=0.1012, over 2475002.01 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08308, over 22735.56 utterances.], batch size: 104, lr: 6.81e-04
2022-08-22 07:54:18,807 INFO [train.py:927] (4/8) Epoch 4, batch 14350, giga_loss[loss=0.3092, simple_loss=0.349, pruned_loss=0.1347, over 12371.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2038, over 369.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3378, pruned_loss=0.0997, over 2475224.07 frames. utt_duration=466.9 frames, utt_pad_proportion=0.08173, over 21270.02 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.325, pruned_loss=0.0864, over 2464503.06 frames. utt_duration=1273 frames, utt_pad_proportion=0.05065, over 7753.73 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3392, pruned_loss=0.1007, over 2475943.88 frames. utt_duration=433.6 frames, utt_pad_proportion=0.0834, over 22916.63 utterances.], batch size: 369, lr: 6.81e-04
2022-08-22 07:56:04,295 INFO [train.py:927] (4/8) Epoch 4, batch 14400, giga_loss[loss=0.2558, simple_loss=0.3217, pruned_loss=0.09494, over 12393.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04225, over 40.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3358, pruned_loss=0.09891, over 2474950.17 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07722, over 20833.49 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.325, pruned_loss=0.0866, over 2464886.69 frames. utt_duration=1275 frames, utt_pad_proportion=0.04986, over 7740.80 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3373, pruned_loss=0.09974, over 2475362.72 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07925, over 22386.69 utterances.], batch size: 40, lr: 6.81e-04
2022-08-22 07:57:49,877 INFO [train.py:927] (4/8) Epoch 4, batch 14450, giga_loss[loss=0.2738, simple_loss=0.3289, pruned_loss=0.1093, over 12229.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02887, over 39.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3341, pruned_loss=0.09813, over 2473918.24 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07432, over 20452.77 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3246, pruned_loss=0.08658, over 2464693.02 frames. utt_duration=1274 frames, utt_pad_proportion=0.05012, over 7748.10 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3358, pruned_loss=0.09909, over 2474631.43 frames. utt_duration=452 frames, utt_pad_proportion=0.07627, over 21968.47 utterances.], batch size: 39, lr: 6.81e-04
2022-08-22 07:59:36,609 INFO [train.py:927] (4/8) Epoch 4, batch 14500, giga_loss[loss=0.2402, simple_loss=0.3123, pruned_loss=0.08412, over 12313.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.0289, over 74.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3332, pruned_loss=0.09824, over 2474589.81 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07164, over 20160.14 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3242, pruned_loss=0.08663, over 2465183.65 frames. utt_duration=1280 frames, utt_pad_proportion=0.04904, over 7714.03 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3352, pruned_loss=0.0993, over 2474958.26 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07391, over 21745.19 utterances.], batch size: 74, lr: 6.80e-04
2022-08-22 08:01:22,214 INFO [train.py:927] (4/8) Epoch 4, batch 14550, giga_loss[loss=0.2235, simple_loss=0.3098, pruned_loss=0.06862, over 12348.00 frames. utt_duration=707 frames, utt_pad_proportion=0.0302, over 70.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3356, pruned_loss=0.098, over 2474252.86 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06917, over 19872.01 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3263, pruned_loss=0.08681, over 2465312.73 frames. utt_duration=1281 frames, utt_pad_proportion=0.04886, over 7707.46 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3352, pruned_loss=0.09872, over 2474465.57 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07124, over 21174.17 utterances.], batch size: 70, lr: 6.80e-04
2022-08-22 08:03:06,662 INFO [train.py:927] (4/8) Epoch 4, batch 14600, giga_loss[loss=0.2803, simple_loss=0.3477, pruned_loss=0.1065, over 12360.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03991, over 145.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3357, pruned_loss=0.09801, over 2473922.41 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06971, over 20243.50 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3265, pruned_loss=0.08714, over 2465467.17 frames. utt_duration=1278 frames, utt_pad_proportion=0.04917, over 7727.70 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3354, pruned_loss=0.09846, over 2474085.38 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07133, over 21410.85 utterances.], batch size: 145, lr: 6.80e-04
2022-08-22 08:04:56,592 INFO [train.py:927] (4/8) Epoch 4, batch 14650, giga_loss[loss=0.3015, simple_loss=0.3612, pruned_loss=0.1209, over 12396.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04037, over 133.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.337, pruned_loss=0.0999, over 2474013.61 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07243, over 20500.60 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3267, pruned_loss=0.08752, over 2465483.87 frames. utt_duration=1266 frames, utt_pad_proportion=0.05363, over 7798.48 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3367, pruned_loss=0.1, over 2474201.05 frames. utt_duration=462.6 frames, utt_pad_proportion=0.0723, over 21463.68 utterances.], batch size: 133, lr: 6.80e-04
2022-08-22 08:06:41,241 INFO [train.py:927] (4/8) Epoch 4, batch 14700, giga_loss[loss=0.263, simple_loss=0.3283, pruned_loss=0.09886, over 12453.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03081, over 55.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3378, pruned_loss=0.1012, over 2474517.49 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06735, over 20088.56 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3269, pruned_loss=0.08781, over 2465775.46 frames. utt_duration=1265 frames, utt_pad_proportion=0.05309, over 7807.44 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3376, pruned_loss=0.1012, over 2474530.17 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06771, over 20997.24 utterances.], batch size: 55, lr: 6.80e-04
2022-08-22 08:08:24,697 INFO [train.py:927] (4/8) Epoch 4, batch 14750, giga_loss[loss=0.262, simple_loss=0.3331, pruned_loss=0.09544, over 12355.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04205, over 113.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3385, pruned_loss=0.1023, over 2474551.21 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06697, over 20317.58 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.327, pruned_loss=0.08808, over 2466200.64 frames. utt_duration=1268 frames, utt_pad_proportion=0.05192, over 7790.30 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3384, pruned_loss=0.1025, over 2474413.75 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06777, over 21394.11 utterances.], batch size: 113, lr: 6.80e-04
2022-08-22 08:10:09,880 INFO [train.py:927] (4/8) Epoch 4, batch 14800, giga_loss[loss=0.2506, simple_loss=0.3398, pruned_loss=0.08067, over 12332.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.0305, over 51.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3379, pruned_loss=0.101, over 2474231.84 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06938, over 20264.29 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3267, pruned_loss=0.08804, over 2466004.37 frames. utt_duration=1271 frames, utt_pad_proportion=0.05137, over 7768.55 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3383, pruned_loss=0.1013, over 2474381.28 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07015, over 21298.12 utterances.], batch size: 51, lr: 6.79e-04
2022-08-22 08:11:56,301 INFO [train.py:927] (4/8) Epoch 4, batch 14850, giga_loss[loss=0.303, simple_loss=0.3519, pruned_loss=0.127, over 12384.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07456, over 212.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3353, pruned_loss=0.09865, over 2474514.13 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06436, over 19530.71 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3264, pruned_loss=0.08803, over 2466230.22 frames. utt_duration=1275 frames, utt_pad_proportion=0.05084, over 7746.14 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.336, pruned_loss=0.09905, over 2474545.88 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06546, over 20524.64 utterances.], batch size: 212, lr: 6.79e-04
2022-08-22 08:13:40,918 INFO [train.py:927] (4/8) Epoch 4, batch 14900, giga_loss[loss=0.3746, simple_loss=0.401, pruned_loss=0.1742, over 12408.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09996, over 257.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3343, pruned_loss=0.09841, over 2474429.17 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06789, over 20018.67 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3268, pruned_loss=0.08793, over 2465868.33 frames. utt_duration=1280 frames, utt_pad_proportion=0.05005, over 7715.81 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3347, pruned_loss=0.09904, over 2474974.07 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06898, over 21114.39 utterances.], batch size: 257, lr: 6.79e-04
2022-08-22 08:15:28,099 INFO [train.py:927] (4/8) Epoch 4, batch 14950, giga_loss[loss=0.2376, simple_loss=0.3314, pruned_loss=0.07191, over 12317.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.02854, over 74.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3385, pruned_loss=0.09991, over 2474303.19 frames. utt_duration=490.9 frames, utt_pad_proportion=0.06813, over 20223.60 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3276, pruned_loss=0.08828, over 2466126.20 frames. utt_duration=1281 frames, utt_pad_proportion=0.0495, over 7706.68 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3382, pruned_loss=0.1003, over 2474661.64 frames. utt_duration=466 frames, utt_pad_proportion=0.06927, over 21308.03 utterances.], batch size: 74, lr: 6.79e-04
2022-08-22 08:17:11,621 INFO [train.py:927] (4/8) Epoch 4, batch 15000, giga_loss[loss=0.2693, simple_loss=0.3415, pruned_loss=0.09859, over 12367.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03132, over 58.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3398, pruned_loss=0.09912, over 2474530.24 frames. utt_duration=491.6 frames, utt_pad_proportion=0.0698, over 20195.21 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.328, pruned_loss=0.08861, over 2466088.73 frames. utt_duration=1269 frames, utt_pad_proportion=0.05392, over 7783.20 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3394, pruned_loss=0.09926, over 2474912.75 frames. utt_duration=470.9 frames, utt_pad_proportion=0.06939, over 21087.04 utterances.], batch size: 58, lr: 6.79e-04
2022-08-22 08:17:11,622 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 08:17:25,347 INFO [train.py:967] (4/8) Epoch 4, validation: loss=0.2386, simple_loss=0.3754, pruned_loss=0.05089, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 08:19:08,870 INFO [train.py:927] (4/8) Epoch 4, batch 15050, giga_loss[loss=0.3133, simple_loss=0.3672, pruned_loss=0.1297, over 12406.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.077, over 213.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3409, pruned_loss=0.1002, over 2474055.09 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06812, over 19690.17 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3287, pruned_loss=0.08895, over 2466378.44 frames. utt_duration=1274 frames, utt_pad_proportion=0.05241, over 7755.43 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3404, pruned_loss=0.1004, over 2474402.07 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06851, over 20868.58 utterances.], batch size: 213, lr: 6.78e-04
2022-08-22 08:20:50,854 INFO [train.py:927] (4/8) Epoch 4, batch 15100, giga_loss[loss=0.2479, simple_loss=0.3183, pruned_loss=0.08875, over 12407.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03291, over 80.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3406, pruned_loss=0.1011, over 2474720.68 frames. utt_duration=500 frames, utt_pad_proportion=0.06666, over 19854.87 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3287, pruned_loss=0.08924, over 2466353.21 frames. utt_duration=1278 frames, utt_pad_proportion=0.05122, over 7726.09 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3405, pruned_loss=0.1013, over 2475226.21 frames. utt_duration=469.7 frames, utt_pad_proportion=0.0676, over 21147.05 utterances.], batch size: 80, lr: 6.78e-04
2022-08-22 08:22:33,203 INFO [train.py:927] (4/8) Epoch 4, batch 15150, giga_loss[loss=0.2229, simple_loss=0.3053, pruned_loss=0.07026, over 12313.00 frames. utt_duration=967.2 frames, utt_pad_proportion=0.03278, over 51.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3391, pruned_loss=0.1011, over 2474918.91 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07524, over 20778.01 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3291, pruned_loss=0.08926, over 2466281.17 frames. utt_duration=1279 frames, utt_pad_proportion=0.05083, over 7723.82 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3388, pruned_loss=0.1013, over 2475477.90 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07574, over 21913.26 utterances.], batch size: 51, lr: 6.78e-04
2022-08-22 08:24:15,877 INFO [train.py:927] (4/8) Epoch 4, batch 15200, giga_loss[loss=0.2353, simple_loss=0.3116, pruned_loss=0.07956, over 12184.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.032, over 36.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3383, pruned_loss=0.1012, over 2474761.05 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07478, over 20412.53 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3287, pruned_loss=0.08916, over 2466337.89 frames. utt_duration=1280 frames, utt_pad_proportion=0.04988, over 7713.82 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3387, pruned_loss=0.1018, over 2475426.09 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07577, over 21739.32 utterances.], batch size: 36, lr: 6.78e-04
2022-08-22 08:25:59,567 INFO [train.py:927] (4/8) Epoch 4, batch 15250, giga_loss[loss=0.2684, simple_loss=0.3322, pruned_loss=0.1023, over 12434.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04811, over 161.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3374, pruned_loss=0.1017, over 2475153.66 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07241, over 20406.18 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3284, pruned_loss=0.0892, over 2466389.22 frames. utt_duration=1283 frames, utt_pad_proportion=0.04934, over 7696.17 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3381, pruned_loss=0.1024, over 2475750.63 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07357, over 21637.58 utterances.], batch size: 161, lr: 6.78e-04
2022-08-22 08:27:44,392 INFO [train.py:927] (4/8) Epoch 4, batch 15300, giga_loss[loss=0.2731, simple_loss=0.3347, pruned_loss=0.1058, over 12415.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03809, over 37.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3386, pruned_loss=0.1018, over 2474411.83 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07172, over 20364.11 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3291, pruned_loss=0.08959, over 2466479.69 frames. utt_duration=1289 frames, utt_pad_proportion=0.04827, over 7663.63 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3388, pruned_loss=0.1023, over 2475071.01 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07319, over 21721.20 utterances.], batch size: 37, lr: 6.78e-04
2022-08-22 08:29:27,582 INFO [train.py:927] (4/8) Epoch 4, batch 15350, giga_loss[loss=0.2463, simple_loss=0.3161, pruned_loss=0.08822, over 12449.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.0298, over 80.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3395, pruned_loss=0.1031, over 2474233.97 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07263, over 20826.28 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.329, pruned_loss=0.08968, over 2466025.52 frames. utt_duration=1295 frames, utt_pad_proportion=0.04725, over 7625.23 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.34, pruned_loss=0.1037, over 2475374.24 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07421, over 22290.57 utterances.], batch size: 80, lr: 6.77e-04
2022-08-22 08:31:08,344 INFO [train.py:927] (4/8) Epoch 4, batch 15400, giga_loss[loss=0.2302, simple_loss=0.3231, pruned_loss=0.06868, over 12315.00 frames. utt_duration=913.8 frames, utt_pad_proportion=0.0237, over 54.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3398, pruned_loss=0.1011, over 2474673.29 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07433, over 20753.18 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3291, pruned_loss=0.08986, over 2466240.24 frames. utt_duration=1290 frames, utt_pad_proportion=0.04799, over 7657.86 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3401, pruned_loss=0.1016, over 2475497.81 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07539, over 22047.30 utterances.], batch size: 54, lr: 6.77e-04
2022-08-22 08:32:47,631 INFO [train.py:927] (4/8) Epoch 4, batch 15450, giga_loss[loss=0.2749, simple_loss=0.3436, pruned_loss=0.1031, over 12386.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05129, over 161.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3412, pruned_loss=0.1012, over 2474565.33 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07559, over 20629.70 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3292, pruned_loss=0.0902, over 2466327.75 frames. utt_duration=1294 frames, utt_pad_proportion=0.04693, over 7634.40 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3417, pruned_loss=0.1017, over 2475370.19 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07695, over 22040.63 utterances.], batch size: 161, lr: 6.77e-04
2022-08-22 08:34:28,011 INFO [train.py:927] (4/8) Epoch 4, batch 15500, giga_loss[loss=0.2887, simple_loss=0.3552, pruned_loss=0.1111, over 12365.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03132, over 58.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3427, pruned_loss=0.1033, over 2474009.57 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07069, over 20323.99 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3285, pruned_loss=0.09013, over 2465929.19 frames. utt_duration=1299 frames, utt_pad_proportion=0.04647, over 7600.95 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3439, pruned_loss=0.1039, over 2475164.30 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07234, over 21707.44 utterances.], batch size: 58, lr: 6.77e-04
2022-08-22 08:36:14,121 INFO [train.py:927] (4/8) Epoch 4, batch 15550, giga_loss[loss=0.2769, simple_loss=0.346, pruned_loss=0.1039, over 12424.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04862, over 161.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3423, pruned_loss=0.1032, over 2473774.04 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07124, over 20330.20 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3285, pruned_loss=0.09017, over 2466075.15 frames. utt_duration=1289 frames, utt_pad_proportion=0.05101, over 7661.30 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3436, pruned_loss=0.1039, over 2474695.87 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07133, over 21613.77 utterances.], batch size: 161, lr: 6.77e-04
2022-08-22 08:37:57,275 INFO [train.py:927] (4/8) Epoch 4, batch 15600, giga_loss[loss=0.3276, simple_loss=0.3604, pruned_loss=0.1474, over 12338.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2004, over 367.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.343, pruned_loss=0.1019, over 2473886.74 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07124, over 20727.76 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3285, pruned_loss=0.09028, over 2466091.42 frames. utt_duration=1290 frames, utt_pad_proportion=0.05061, over 7653.70 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3441, pruned_loss=0.1025, over 2474662.72 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0715, over 21856.25 utterances.], batch size: 367, lr: 6.76e-04
2022-08-22 08:39:40,344 INFO [train.py:927] (4/8) Epoch 4, batch 15650, libri_loss[loss=0.3101, simple_loss=0.3715, pruned_loss=0.1243, over 12366.00 frames. utt_duration=762.5 frames, utt_pad_proportion=0.1345, over 65.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3443, pruned_loss=0.1029, over 2474157.35 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06947, over 20165.98 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3291, pruned_loss=0.09097, over 2466073.49 frames. utt_duration=1285 frames, utt_pad_proportion=0.05132, over 7684.25 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3451, pruned_loss=0.1031, over 2474992.36 frames. utt_duration=464.4 frames, utt_pad_proportion=0.06971, over 21387.98 utterances.], batch size: 65, lr: 6.76e-04
2022-08-22 08:41:24,735 INFO [train.py:927] (4/8) Epoch 4, batch 15700, giga_loss[loss=0.248, simple_loss=0.3133, pruned_loss=0.09129, over 12320.00 frames. utt_duration=1175 frames, utt_pad_proportion=0.0243, over 42.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3423, pruned_loss=0.1024, over 2474351.23 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06715, over 20358.53 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3292, pruned_loss=0.09098, over 2466025.12 frames. utt_duration=1285 frames, utt_pad_proportion=0.05111, over 7682.82 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3429, pruned_loss=0.1025, over 2475079.85 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06754, over 21368.67 utterances.], batch size: 42, lr: 6.76e-04
2022-08-22 08:43:08,018 INFO [train.py:927] (4/8) Epoch 4, batch 15750, giga_loss[loss=0.2638, simple_loss=0.3369, pruned_loss=0.09537, over 12421.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06658, over 184.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3412, pruned_loss=0.1014, over 2474988.75 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06207, over 19456.22 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3304, pruned_loss=0.09134, over 2466318.94 frames. utt_duration=1290 frames, utt_pad_proportion=0.04997, over 7658.75 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3409, pruned_loss=0.1014, over 2475518.55 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06314, over 20612.09 utterances.], batch size: 184, lr: 6.76e-04
2022-08-22 08:44:45,040 INFO [train.py:927] (4/8) Epoch 4, batch 15800, giga_loss[loss=0.2478, simple_loss=0.3175, pruned_loss=0.08905, over 12340.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03115, over 58.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3393, pruned_loss=0.1012, over 2474641.48 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06102, over 19169.89 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3302, pruned_loss=0.09135, over 2466289.40 frames. utt_duration=1293 frames, utt_pad_proportion=0.04925, over 7635.69 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3395, pruned_loss=0.1015, over 2475247.81 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06222, over 20311.89 utterances.], batch size: 58, lr: 6.76e-04
2022-08-22 08:46:23,470 INFO [train.py:927] (4/8) Epoch 4, batch 15850, giga_loss[loss=0.243, simple_loss=0.3196, pruned_loss=0.08319, over 12367.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02829, over 91.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3363, pruned_loss=0.09834, over 2474544.78 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06531, over 19785.34 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3301, pruned_loss=0.09147, over 2466026.69 frames. utt_duration=1298 frames, utt_pad_proportion=0.04818, over 7609.07 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3366, pruned_loss=0.09863, over 2475467.14 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06643, over 21019.29 utterances.], batch size: 91, lr: 6.76e-04
2022-08-22 08:48:09,928 INFO [train.py:927] (4/8) Epoch 4, batch 15900, giga_loss[loss=0.3018, simple_loss=0.3552, pruned_loss=0.1242, over 12402.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04361, over 146.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3336, pruned_loss=0.09673, over 2474045.23 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06979, over 20476.35 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3299, pruned_loss=0.09145, over 2465941.93 frames. utt_duration=1286 frames, utt_pad_proportion=0.05195, over 7678.29 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3343, pruned_loss=0.09715, over 2475029.25 frames. utt_duration=457.9 frames, utt_pad_proportion=0.06958, over 21688.50 utterances.], batch size: 146, lr: 6.75e-04
2022-08-22 08:49:54,760 INFO [train.py:927] (4/8) Epoch 4, batch 15950, giga_loss[loss=0.2672, simple_loss=0.3153, pruned_loss=0.1096, over 12379.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3304, pruned_loss=0.09594, over 2473621.35 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07636, over 21012.09 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3297, pruned_loss=0.0916, over 2465664.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.05479, over 7728.67 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3312, pruned_loss=0.0963, over 2474962.73 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07514, over 22403.53 utterances.], batch size: 369, lr: 6.75e-04
2022-08-22 08:51:35,286 INFO [train.py:927] (4/8) Epoch 4, batch 16000, giga_loss[loss=0.2446, simple_loss=0.327, pruned_loss=0.08112, over 12378.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03185, over 62.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3317, pruned_loss=0.0966, over 2472675.95 frames. utt_duration=459.8 frames, utt_pad_proportion=0.0837, over 21580.92 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3293, pruned_loss=0.09164, over 2465082.37 frames. utt_duration=1269 frames, utt_pad_proportion=0.05845, over 7776.47 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3326, pruned_loss=0.09696, over 2474464.53 frames. utt_duration=431.7 frames, utt_pad_proportion=0.08142, over 23003.94 utterances.], batch size: 62, lr: 6.75e-04
2022-08-22 08:53:17,217 INFO [train.py:927] (4/8) Epoch 4, batch 16050, giga_loss[loss=0.2498, simple_loss=0.3211, pruned_loss=0.08921, over 12455.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03351, over 86.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3333, pruned_loss=0.09744, over 2472958.84 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07928, over 21227.25 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3295, pruned_loss=0.09159, over 2464684.10 frames. utt_duration=1262 frames, utt_pad_proportion=0.06219, over 7820.16 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.334, pruned_loss=0.09795, over 2475008.72 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07682, over 22767.13 utterances.], batch size: 86, lr: 6.75e-04
2022-08-22 08:54:58,153 INFO [train.py:927] (4/8) Epoch 4, batch 16100, giga_loss[loss=0.2672, simple_loss=0.3435, pruned_loss=0.09546, over 12412.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03408, over 80.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3343, pruned_loss=0.09834, over 2473267.27 frames. utt_duration=469 frames, utt_pad_proportion=0.07917, over 21158.05 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.33, pruned_loss=0.09189, over 2464901.85 frames. utt_duration=1253 frames, utt_pad_proportion=0.06599, over 7877.58 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3345, pruned_loss=0.09857, over 2474796.31 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07618, over 22504.91 utterances.], batch size: 80, lr: 6.75e-04
2022-08-22 08:56:42,639 INFO [train.py:927] (4/8) Epoch 4, batch 16150, giga_loss[loss=0.2388, simple_loss=0.3178, pruned_loss=0.07984, over 12422.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03346, over 75.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.336, pruned_loss=0.09935, over 2473298.14 frames. utt_duration=479.6 frames, utt_pad_proportion=0.0748, over 20690.51 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3298, pruned_loss=0.09184, over 2464516.08 frames. utt_duration=1257 frames, utt_pad_proportion=0.06482, over 7850.86 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3365, pruned_loss=0.09975, over 2475058.24 frames. utt_duration=449.6 frames, utt_pad_proportion=0.0731, over 22094.02 utterances.], batch size: 75, lr: 6.74e-04
2022-08-22 08:58:31,623 INFO [train.py:927] (4/8) Epoch 4, batch 16200, giga_loss[loss=0.2629, simple_loss=0.3477, pruned_loss=0.08909, over 12350.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02869, over 66.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3362, pruned_loss=0.09956, over 2473007.88 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07479, over 20156.07 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3294, pruned_loss=0.09175, over 2464393.62 frames. utt_duration=1261 frames, utt_pad_proportion=0.06402, over 7826.05 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.337, pruned_loss=0.1001, over 2474655.90 frames. utt_duration=461.8 frames, utt_pad_proportion=0.0737, over 21505.06 utterances.], batch size: 66, lr: 6.74e-04
2022-08-22 09:00:17,683 INFO [train.py:927] (4/8) Epoch 4, batch 16250, giga_loss[loss=0.2572, simple_loss=0.3291, pruned_loss=0.09266, over 12390.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03414, over 80.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3371, pruned_loss=0.09894, over 2474249.83 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07366, over 20947.65 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3296, pruned_loss=0.09176, over 2464530.10 frames. utt_duration=1264 frames, utt_pad_proportion=0.06302, over 7805.67 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3377, pruned_loss=0.09947, over 2475608.02 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07323, over 22248.50 utterances.], batch size: 80, lr: 6.74e-04
2022-08-22 09:02:02,346 INFO [train.py:927] (4/8) Epoch 4, batch 16300, giga_loss[loss=0.2202, simple_loss=0.2975, pruned_loss=0.07149, over 12449.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03778, over 37.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3377, pruned_loss=0.1005, over 2474490.02 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07524, over 21558.05 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3298, pruned_loss=0.09198, over 2464442.40 frames. utt_duration=1263 frames, utt_pad_proportion=0.06295, over 7816.53 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3382, pruned_loss=0.1008, over 2475766.62 frames. utt_duration=436.7 frames, utt_pad_proportion=0.0749, over 22750.39 utterances.], batch size: 37, lr: 6.74e-04
2022-08-22 09:03:44,912 INFO [train.py:927] (4/8) Epoch 4, batch 16350, giga_loss[loss=0.381, simple_loss=0.3991, pruned_loss=0.1814, over 12395.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3374, pruned_loss=0.1011, over 2474362.61 frames. utt_duration=451.7 frames, utt_pad_proportion=0.0737, over 21982.97 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3302, pruned_loss=0.09222, over 2464543.27 frames. utt_duration=1259 frames, utt_pad_proportion=0.06226, over 7839.93 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3377, pruned_loss=0.1015, over 2475622.28 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07386, over 23372.28 utterances.], batch size: 258, lr: 6.74e-04
2022-08-22 09:05:27,708 INFO [train.py:927] (4/8) Epoch 4, batch 16400, giga_loss[loss=0.251, simple_loss=0.3295, pruned_loss=0.08625, over 12347.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03378, over 62.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3367, pruned_loss=0.1014, over 2473533.53 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07955, over 22260.03 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3303, pruned_loss=0.0924, over 2464690.55 frames. utt_duration=1257 frames, utt_pad_proportion=0.06232, over 7852.73 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3368, pruned_loss=0.1015, over 2474422.54 frames. utt_duration=424.4 frames, utt_pad_proportion=0.07943, over 23402.36 utterances.], batch size: 62, lr: 6.74e-04
2022-08-22 09:07:09,500 INFO [train.py:927] (4/8) Epoch 4, batch 16450, giga_loss[loss=0.2548, simple_loss=0.3229, pruned_loss=0.09336, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03116, over 42.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3374, pruned_loss=0.102, over 2472948.95 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07604, over 21348.08 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3306, pruned_loss=0.09271, over 2464650.90 frames. utt_duration=1259 frames, utt_pad_proportion=0.06118, over 7840.11 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3374, pruned_loss=0.1022, over 2473984.53 frames. utt_duration=437 frames, utt_pad_proportion=0.07665, over 22721.57 utterances.], batch size: 42, lr: 6.73e-04
2022-08-22 09:08:54,023 INFO [train.py:927] (4/8) Epoch 4, batch 16500, giga_loss[loss=0.2624, simple_loss=0.3268, pruned_loss=0.099, over 12220.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03185, over 39.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3383, pruned_loss=0.1032, over 2472844.48 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07837, over 21396.47 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3302, pruned_loss=0.09268, over 2464416.27 frames. utt_duration=1263 frames, utt_pad_proportion=0.06006, over 7813.41 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3389, pruned_loss=0.1036, over 2474066.63 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07917, over 22821.38 utterances.], batch size: 39, lr: 6.73e-04
2022-08-22 09:10:38,160 INFO [train.py:927] (4/8) Epoch 4, batch 16550, giga_loss[loss=0.2714, simple_loss=0.3436, pruned_loss=0.09961, over 12428.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03769, over 133.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3384, pruned_loss=0.1036, over 2473689.00 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07661, over 21273.08 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.33, pruned_loss=0.0926, over 2464687.34 frames. utt_duration=1267 frames, utt_pad_proportion=0.05908, over 7793.27 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3392, pruned_loss=0.1042, over 2474629.67 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07775, over 22718.54 utterances.], batch size: 133, lr: 6.73e-04
2022-08-22 09:12:21,430 INFO [train.py:927] (4/8) Epoch 4, batch 16600, giga_loss[loss=0.2902, simple_loss=0.3489, pruned_loss=0.1158, over 12370.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04185, over 133.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3382, pruned_loss=0.1032, over 2473493.20 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07449, over 20941.38 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3289, pruned_loss=0.09221, over 2464261.88 frames. utt_duration=1274 frames, utt_pad_proportion=0.05783, over 7748.09 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.34, pruned_loss=0.1043, over 2474861.01 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07609, over 22511.59 utterances.], batch size: 133, lr: 6.73e-04
2022-08-22 09:14:05,562 INFO [train.py:927] (4/8) Epoch 4, batch 16650, giga_loss[loss=0.2707, simple_loss=0.3384, pruned_loss=0.1014, over 12333.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.0334, over 85.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3385, pruned_loss=0.1029, over 2473386.52 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06864, over 19855.66 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3292, pruned_loss=0.09262, over 2464413.14 frames. utt_duration=1273 frames, utt_pad_proportion=0.05698, over 7753.24 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3401, pruned_loss=0.1038, over 2474696.32 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07087, over 21585.34 utterances.], batch size: 85, lr: 6.73e-04
2022-08-22 09:15:47,786 INFO [train.py:927] (4/8) Epoch 4, batch 16700, giga_loss[loss=0.2936, simple_loss=0.3518, pruned_loss=0.1176, over 12376.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04218, over 133.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3389, pruned_loss=0.1033, over 2473753.99 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07235, over 20366.03 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3287, pruned_loss=0.09245, over 2464387.32 frames. utt_duration=1277 frames, utt_pad_proportion=0.05599, over 7728.26 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3408, pruned_loss=0.1045, over 2475075.48 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07422, over 22101.02 utterances.], batch size: 133, lr: 6.73e-04
2022-08-22 09:17:31,931 INFO [train.py:927] (4/8) Epoch 4, batch 16750, giga_loss[loss=0.3261, simple_loss=0.38, pruned_loss=0.1361, over 12397.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07356, over 213.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3398, pruned_loss=0.103, over 2474266.24 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07023, over 20529.70 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3288, pruned_loss=0.09263, over 2464363.98 frames. utt_duration=1274 frames, utt_pad_proportion=0.05541, over 7744.95 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3416, pruned_loss=0.1041, over 2475672.12 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07222, over 22316.33 utterances.], batch size: 213, lr: 6.72e-04
2022-08-22 09:19:13,869 INFO [train.py:927] (4/8) Epoch 4, batch 16800, giga_loss[loss=0.2392, simple_loss=0.3135, pruned_loss=0.08245, over 12482.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.03857, over 34.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3378, pruned_loss=0.1014, over 2474737.47 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07173, over 20505.19 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3288, pruned_loss=0.0926, over 2464408.25 frames. utt_duration=1273 frames, utt_pad_proportion=0.05525, over 7751.53 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3393, pruned_loss=0.1024, over 2475892.59 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07335, over 22023.92 utterances.], batch size: 34, lr: 6.72e-04
2022-08-22 09:20:55,026 INFO [train.py:927] (4/8) Epoch 4, batch 16850, giga_loss[loss=0.25, simple_loss=0.3232, pruned_loss=0.08842, over 12207.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03334, over 42.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3392, pruned_loss=0.1021, over 2474416.13 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07127, over 20573.41 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3296, pruned_loss=0.09306, over 2464647.78 frames. utt_duration=1264 frames, utt_pad_proportion=0.05877, over 7811.84 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.34, pruned_loss=0.1028, over 2475458.75 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07153, over 22137.66 utterances.], batch size: 42, lr: 6.72e-04
2022-08-22 09:22:42,096 INFO [train.py:927] (4/8) Epoch 4, batch 16900, giga_loss[loss=0.2703, simple_loss=0.338, pruned_loss=0.1013, over 12348.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04235, over 113.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3398, pruned_loss=0.1033, over 2474651.78 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07462, over 21163.92 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3296, pruned_loss=0.09308, over 2464469.75 frames. utt_duration=1266 frames, utt_pad_proportion=0.05784, over 7798.72 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3406, pruned_loss=0.1039, over 2475828.71 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07501, over 22662.97 utterances.], batch size: 113, lr: 6.72e-04
2022-08-22 09:24:23,205 INFO [train.py:927] (4/8) Epoch 4, batch 16950, libri_loss[loss=0.23, simple_loss=0.2908, pruned_loss=0.08463, over 12231.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007881, over 29.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3406, pruned_loss=0.1046, over 2474603.48 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07725, over 21601.26 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3294, pruned_loss=0.09313, over 2464781.38 frames. utt_duration=1269 frames, utt_pad_proportion=0.05664, over 7778.77 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3417, pruned_loss=0.1055, over 2475605.94 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07792, over 23257.03 utterances.], batch size: 29, lr: 6.72e-04
2022-08-22 09:26:03,839 INFO [train.py:927] (4/8) Epoch 4, batch 17000, giga_loss[loss=0.2498, simple_loss=0.3309, pruned_loss=0.08432, over 12358.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02645, over 66.00 utterances.], tot_loss[loss=0.2763, simple_loss=0.3415, pruned_loss=0.1056, over 2474446.02 frames. utt_duration=442.1 frames, utt_pad_proportion=0.08278, over 22461.11 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3291, pruned_loss=0.09298, over 2464994.45 frames. utt_duration=1271 frames, utt_pad_proportion=0.05532, over 7765.49 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3431, pruned_loss=0.1067, over 2475344.56 frames. utt_duration=410.7 frames, utt_pad_proportion=0.08354, over 24194.44 utterances.], batch size: 66, lr: 6.71e-04
2022-08-22 09:27:48,564 INFO [train.py:927] (4/8) Epoch 4, batch 17050, libri_loss[loss=0.2759, simple_loss=0.3449, pruned_loss=0.1034, over 12484.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006895, over 36.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3407, pruned_loss=0.1047, over 2474900.24 frames. utt_duration=443.6 frames, utt_pad_proportion=0.0798, over 22389.13 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3287, pruned_loss=0.09298, over 2464629.54 frames. utt_duration=1278 frames, utt_pad_proportion=0.05421, over 7725.15 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3426, pruned_loss=0.1059, over 2476142.18 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08109, over 24192.22 utterances.], batch size: 36, lr: 6.71e-04
2022-08-22 09:29:32,567 INFO [train.py:927] (4/8) Epoch 4, batch 17100, giga_loss[loss=0.2599, simple_loss=0.3325, pruned_loss=0.09371, over 12394.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02609, over 91.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3388, pruned_loss=0.1031, over 2474933.48 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07715, over 21454.64 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.329, pruned_loss=0.09331, over 2464697.06 frames. utt_duration=1278 frames, utt_pad_proportion=0.05346, over 7720.88 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3402, pruned_loss=0.104, over 2476076.99 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07881, over 23213.01 utterances.], batch size: 91, lr: 6.71e-04
2022-08-22 09:31:15,876 INFO [train.py:927] (4/8) Epoch 4, batch 17150, giga_loss[loss=0.2624, simple_loss=0.3282, pruned_loss=0.09832, over 12462.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03155, over 86.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.338, pruned_loss=0.1025, over 2475491.74 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0774, over 21709.67 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3297, pruned_loss=0.09353, over 2464736.58 frames. utt_duration=1278 frames, utt_pad_proportion=0.05325, over 7723.28 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3385, pruned_loss=0.103, over 2476397.97 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07878, over 23146.78 utterances.], batch size: 86, lr: 6.71e-04
2022-08-22 09:32:59,260 INFO [train.py:927] (4/8) Epoch 4, batch 17200, giga_loss[loss=0.281, simple_loss=0.34, pruned_loss=0.111, over 12318.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02617, over 45.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3347, pruned_loss=0.1008, over 2474569.87 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07828, over 21562.76 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3294, pruned_loss=0.0933, over 2464480.78 frames. utt_duration=1281 frames, utt_pad_proportion=0.05244, over 7706.27 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3356, pruned_loss=0.1017, over 2475737.97 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07972, over 23023.87 utterances.], batch size: 45, lr: 6.71e-04
2022-08-22 09:34:44,701 INFO [train.py:927] (4/8) Epoch 4, batch 17250, giga_loss[loss=0.2449, simple_loss=0.3294, pruned_loss=0.08021, over 12392.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03404, over 80.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3325, pruned_loss=0.09891, over 2475385.31 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07808, over 21429.51 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3291, pruned_loss=0.09314, over 2464744.47 frames. utt_duration=1283 frames, utt_pad_proportion=0.05205, over 7695.25 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3334, pruned_loss=0.09976, over 2476163.10 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07944, over 22710.88 utterances.], batch size: 80, lr: 6.71e-04
2022-08-22 09:36:25,918 INFO [train.py:927] (4/8) Epoch 4, batch 17300, giga_loss[loss=0.2085, simple_loss=0.2982, pruned_loss=0.05944, over 12328.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03358, over 51.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3306, pruned_loss=0.09506, over 2476169.12 frames. utt_duration=465 frames, utt_pad_proportion=0.07579, over 21366.64 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3295, pruned_loss=0.0936, over 2465217.85 frames. utt_duration=1271 frames, utt_pad_proportion=0.05583, over 7767.27 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3311, pruned_loss=0.09544, over 2476618.70 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07615, over 22617.90 utterances.], batch size: 51, lr: 6.70e-04
2022-08-22 09:38:10,999 INFO [train.py:927] (4/8) Epoch 4, batch 17350, giga_loss[loss=0.2365, simple_loss=0.3102, pruned_loss=0.08136, over 12350.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02818, over 91.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3282, pruned_loss=0.09207, over 2476328.01 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07762, over 23045.94 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3295, pruned_loss=0.09357, over 2465063.97 frames. utt_duration=1272 frames, utt_pad_proportion=0.05538, over 7760.61 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3286, pruned_loss=0.0924, over 2476907.91 frames. utt_duration=411.6 frames, utt_pad_proportion=0.07798, over 24156.80 utterances.], batch size: 91, lr: 6.70e-04
2022-08-22 09:39:52,362 INFO [train.py:927] (4/8) Epoch 4, batch 17400, giga_loss[loss=0.2215, simple_loss=0.3195, pruned_loss=0.06172, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03595, over 105.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3261, pruned_loss=0.08809, over 2476140.46 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07605, over 22906.22 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3296, pruned_loss=0.09358, over 2465115.78 frames. utt_duration=1278 frames, utt_pad_proportion=0.05392, over 7726.44 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3263, pruned_loss=0.08822, over 2476920.73 frames. utt_duration=408.5 frames, utt_pad_proportion=0.07709, over 24342.32 utterances.], batch size: 105, lr: 6.70e-04
2022-08-22 09:41:35,431 INFO [train.py:927] (4/8) Epoch 4, batch 17450, libri_loss[loss=0.2326, simple_loss=0.3025, pruned_loss=0.08136, over 12211.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.00743, over 31.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3239, pruned_loss=0.08572, over 2475606.40 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07395, over 22908.08 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3289, pruned_loss=0.09329, over 2465144.85 frames. utt_duration=1283 frames, utt_pad_proportion=0.05258, over 7696.38 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3244, pruned_loss=0.08585, over 2476531.48 frames. utt_duration=404.7 frames, utt_pad_proportion=0.07546, over 24567.33 utterances.], batch size: 31, lr: 6.70e-04
2022-08-22 09:43:17,866 INFO [train.py:927] (4/8) Epoch 4, batch 17500, giga_loss[loss=0.227, simple_loss=0.2915, pruned_loss=0.08119, over 12350.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1802, over 358.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3203, pruned_loss=0.08325, over 2475466.42 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07315, over 23257.71 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.328, pruned_loss=0.09286, over 2465228.21 frames. utt_duration=1288 frames, utt_pad_proportion=0.05146, over 7663.05 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3214, pruned_loss=0.0835, over 2476397.58 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07483, over 25030.64 utterances.], batch size: 358, lr: 6.70e-04
2022-08-22 09:45:05,422 INFO [train.py:927] (4/8) Epoch 4, batch 17550, giga_loss[loss=0.2109, simple_loss=0.3009, pruned_loss=0.06048, over 12414.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04277, over 146.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3189, pruned_loss=0.08195, over 2475453.71 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07428, over 23679.89 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3276, pruned_loss=0.09283, over 2465387.90 frames. utt_duration=1292 frames, utt_pad_proportion=0.05074, over 7639.00 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3199, pruned_loss=0.082, over 2476219.39 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07579, over 25371.63 utterances.], batch size: 146, lr: 6.70e-04
2022-08-22 09:46:45,562 INFO [train.py:927] (4/8) Epoch 4, batch 17600, giga_loss[loss=0.215, simple_loss=0.3048, pruned_loss=0.06257, over 12422.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03742, over 105.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3192, pruned_loss=0.08091, over 2475850.13 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07049, over 22963.86 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3296, pruned_loss=0.09342, over 2465707.57 frames. utt_duration=1293 frames, utt_pad_proportion=0.04987, over 7638.49 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.318, pruned_loss=0.07999, over 2476603.10 frames. utt_duration=398 frames, utt_pad_proportion=0.07252, over 24983.84 utterances.], batch size: 105, lr: 6.69e-04
2022-08-22 09:48:29,673 INFO [train.py:927] (4/8) Epoch 4, batch 17650, giga_loss[loss=0.2192, simple_loss=0.2974, pruned_loss=0.07053, over 12370.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0504, over 161.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3152, pruned_loss=0.07836, over 2475706.05 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07092, over 23261.71 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3292, pruned_loss=0.09311, over 2465593.84 frames. utt_duration=1296 frames, utt_pad_proportion=0.04873, over 7615.67 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3143, pruned_loss=0.07754, over 2476688.51 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07294, over 25317.53 utterances.], batch size: 161, lr: 6.69e-04
2022-08-22 09:50:12,641 INFO [train.py:927] (4/8) Epoch 4, batch 17700, giga_loss[loss=0.2318, simple_loss=0.3143, pruned_loss=0.07469, over 12431.00 frames. utt_duration=372.5 frames, utt_pad_proportion=0.04476, over 134.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3112, pruned_loss=0.07643, over 2475785.75 frames. utt_duration=425.5 frames, utt_pad_proportion=0.07192, over 23354.46 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3275, pruned_loss=0.09244, over 2465579.47 frames. utt_duration=1306 frames, utt_pad_proportion=0.0474, over 7559.03 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3114, pruned_loss=0.07582, over 2476951.08 frames. utt_duration=388.3 frames, utt_pad_proportion=0.07396, over 25611.46 utterances.], batch size: 134, lr: 6.69e-04
2022-08-22 09:52:10,021 INFO [train.py:927] (4/8) Epoch 4, batch 17750, giga_loss[loss=0.2502, simple_loss=0.329, pruned_loss=0.08569, over 12408.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05789, over 182.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3126, pruned_loss=0.07676, over 2475233.53 frames. utt_duration=409.4 frames, utt_pad_proportion=0.07379, over 24271.36 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3273, pruned_loss=0.09228, over 2465377.33 frames. utt_duration=1309 frames, utt_pad_proportion=0.04666, over 7544.94 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3127, pruned_loss=0.07612, over 2476548.87 frames. utt_duration=376.9 frames, utt_pad_proportion=0.07555, over 26380.37 utterances.], batch size: 182, lr: 6.69e-04
2022-08-22 09:54:08,626 INFO [train.py:927] (4/8) Epoch 4, batch 17800, giga_loss[loss=0.2472, simple_loss=0.3136, pruned_loss=0.09046, over 12431.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3147, pruned_loss=0.07766, over 2475940.61 frames. utt_duration=407 frames, utt_pad_proportion=0.07137, over 24414.75 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3279, pruned_loss=0.09296, over 2465629.92 frames. utt_duration=1299 frames, utt_pad_proportion=0.04976, over 7603.60 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3138, pruned_loss=0.07604, over 2477090.38 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07247, over 26609.96 utterances.], batch size: 258, lr: 6.69e-04
2022-08-22 09:56:12,519 INFO [train.py:927] (4/8) Epoch 4, batch 17850, giga_loss[loss=0.2075, simple_loss=0.2969, pruned_loss=0.05909, over 12396.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03504, over 122.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3127, pruned_loss=0.07561, over 2476449.96 frames. utt_duration=396 frames, utt_pad_proportion=0.07081, over 25099.18 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.328, pruned_loss=0.09308, over 2465874.10 frames. utt_duration=1297 frames, utt_pad_proportion=0.04948, over 7613.53 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3117, pruned_loss=0.07412, over 2477239.07 frames. utt_duration=369 frames, utt_pad_proportion=0.07182, over 26952.45 utterances.], batch size: 122, lr: 6.69e-04
2022-08-22 09:58:21,033 INFO [train.py:927] (4/8) Epoch 4, batch 17900, giga_loss[loss=0.2315, simple_loss=0.3137, pruned_loss=0.07463, over 12373.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02677, over 91.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3096, pruned_loss=0.07389, over 2476499.31 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06903, over 24851.53 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.328, pruned_loss=0.09307, over 2465971.71 frames. utt_duration=1294 frames, utt_pad_proportion=0.04993, over 7630.44 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3087, pruned_loss=0.07257, over 2477124.87 frames. utt_duration=375.9 frames, utt_pad_proportion=0.0699, over 26450.36 utterances.], batch size: 91, lr: 6.68e-04
2022-08-22 10:00:16,808 INFO [train.py:927] (4/8) Epoch 4, batch 17950, giga_loss[loss=0.2147, simple_loss=0.2964, pruned_loss=0.06651, over 12317.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.03309, over 58.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3102, pruned_loss=0.07415, over 2476991.59 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06984, over 24876.54 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3298, pruned_loss=0.09363, over 2466574.87 frames. utt_duration=1290 frames, utt_pad_proportion=0.04979, over 7657.95 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3072, pruned_loss=0.07179, over 2477372.11 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07077, over 26852.80 utterances.], batch size: 58, lr: 6.68e-04
2022-08-22 10:02:20,368 INFO [train.py:927] (4/8) Epoch 4, batch 18000, giga_loss[loss=0.2423, simple_loss=0.3232, pruned_loss=0.08066, over 12403.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05253, over 161.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3114, pruned_loss=0.07423, over 2477758.07 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06973, over 24636.61 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3294, pruned_loss=0.0935, over 2466736.77 frames. utt_duration=1291 frames, utt_pad_proportion=0.04933, over 7654.64 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.309, pruned_loss=0.07212, over 2478106.36 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07068, over 26519.23 utterances.], batch size: 161, lr: 6.68e-04
2022-08-22 10:02:20,369 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 10:02:33,915 INFO [train.py:967] (4/8) Epoch 4, validation: loss=0.1953, simple_loss=0.3028, pruned_loss=0.04384, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 10:04:42,598 INFO [train.py:927] (4/8) Epoch 4, batch 18050, giga_loss[loss=0.22, simple_loss=0.3105, pruned_loss=0.06474, over 12357.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03234, over 62.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3089, pruned_loss=0.07236, over 2477803.66 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06617, over 23697.89 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3294, pruned_loss=0.09342, over 2466855.40 frames. utt_duration=1292 frames, utt_pad_proportion=0.04837, over 7647.35 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3066, pruned_loss=0.07026, over 2478240.09 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06755, over 25583.82 utterances.], batch size: 62, lr: 6.68e-04
2022-08-22 10:06:40,572 INFO [train.py:927] (4/8) Epoch 4, batch 18100, giga_loss[loss=0.2341, simple_loss=0.3339, pruned_loss=0.06713, over 12377.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04628, over 146.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3104, pruned_loss=0.07259, over 2477812.76 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06396, over 23522.23 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3285, pruned_loss=0.09306, over 2467061.67 frames. utt_duration=1298 frames, utt_pad_proportion=0.04721, over 7613.32 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3087, pruned_loss=0.07056, over 2478305.01 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06571, over 25592.80 utterances.], batch size: 146, lr: 6.68e-04
2022-08-22 10:08:41,611 INFO [train.py:927] (4/8) Epoch 4, batch 18150, giga_loss[loss=0.2211, simple_loss=0.3113, pruned_loss=0.06546, over 12359.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03298, over 97.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3107, pruned_loss=0.07146, over 2478262.85 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06584, over 24360.86 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3284, pruned_loss=0.09303, over 2467361.85 frames. utt_duration=1293 frames, utt_pad_proportion=0.0472, over 7640.45 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.309, pruned_loss=0.06942, over 2478626.26 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06719, over 26339.25 utterances.], batch size: 97, lr: 6.67e-04
2022-08-22 10:10:48,762 INFO [train.py:927] (4/8) Epoch 4, batch 18200, giga_loss[loss=0.2131, simple_loss=0.302, pruned_loss=0.06214, over 12410.00 frames. utt_duration=474 frames, utt_pad_proportion=0.0386, over 105.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.312, pruned_loss=0.07183, over 2478928.33 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06677, over 24516.53 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3289, pruned_loss=0.09305, over 2467736.36 frames. utt_duration=1295 frames, utt_pad_proportion=0.04661, over 7633.79 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3099, pruned_loss=0.06978, over 2479069.50 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06803, over 26403.57 utterances.], batch size: 105, lr: 6.67e-04
2022-08-22 10:13:11,706 INFO [train.py:927] (4/8) Epoch 4, batch 18250, giga_loss[loss=0.243, simple_loss=0.3065, pruned_loss=0.08975, over 12374.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1754, over 356.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3124, pruned_loss=0.07344, over 2478523.34 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07074, over 24783.74 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3289, pruned_loss=0.0932, over 2467911.43 frames. utt_duration=1297 frames, utt_pad_proportion=0.04599, over 7620.17 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3103, pruned_loss=0.07122, over 2478718.89 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07178, over 26683.43 utterances.], batch size: 356, lr: 6.67e-04
2022-08-22 10:15:19,368 INFO [train.py:927] (4/8) Epoch 4, batch 18300, giga_loss[loss=0.2114, simple_loss=0.3008, pruned_loss=0.06102, over 12420.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05097, over 161.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3094, pruned_loss=0.07188, over 2479181.89 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06607, over 24241.37 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3287, pruned_loss=0.09325, over 2467969.62 frames. utt_duration=1300 frames, utt_pad_proportion=0.04557, over 7603.94 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3077, pruned_loss=0.06981, over 2479435.21 frames. utt_duration=382.9 frames, utt_pad_proportion=0.0674, over 25979.35 utterances.], batch size: 161, lr: 6.67e-04
2022-08-22 10:17:31,410 INFO [train.py:927] (4/8) Epoch 4, batch 18350, giga_loss[loss=0.1896, simple_loss=0.2765, pruned_loss=0.0513, over 12470.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03244, over 40.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3069, pruned_loss=0.07077, over 2478957.16 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06545, over 23876.80 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3288, pruned_loss=0.09329, over 2468086.77 frames. utt_duration=1303 frames, utt_pad_proportion=0.04505, over 7586.00 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3051, pruned_loss=0.06871, over 2479233.09 frames. utt_duration=389 frames, utt_pad_proportion=0.06681, over 25571.18 utterances.], batch size: 40, lr: 6.67e-04
2022-08-22 10:19:31,745 INFO [train.py:927] (4/8) Epoch 4, batch 18400, giga_loss[loss=0.2352, simple_loss=0.3082, pruned_loss=0.08112, over 12389.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.03813, over 105.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3081, pruned_loss=0.0719, over 2479282.00 frames. utt_duration=412.7 frames, utt_pad_proportion=0.068, over 24097.10 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3286, pruned_loss=0.09341, over 2468414.46 frames. utt_duration=1292 frames, utt_pad_proportion=0.04854, over 7652.31 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3063, pruned_loss=0.06954, over 2479496.51 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06824, over 25851.88 utterances.], batch size: 105, lr: 6.67e-04
2022-08-22 10:21:33,722 INFO [train.py:927] (4/8) Epoch 4, batch 18450, giga_loss[loss=0.2177, simple_loss=0.2916, pruned_loss=0.07189, over 12407.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06413, over 183.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3073, pruned_loss=0.07229, over 2479005.94 frames. utt_duration=421 frames, utt_pad_proportion=0.06712, over 23619.54 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3283, pruned_loss=0.09339, over 2468319.12 frames. utt_duration=1293 frames, utt_pad_proportion=0.04793, over 7643.33 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3057, pruned_loss=0.07005, over 2479458.57 frames. utt_duration=393 frames, utt_pad_proportion=0.06762, over 25314.58 utterances.], batch size: 183, lr: 6.66e-04
2022-08-22 10:23:43,993 INFO [train.py:927] (4/8) Epoch 4, batch 18500, giga_loss[loss=0.2199, simple_loss=0.3156, pruned_loss=0.06206, over 12404.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03402, over 113.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3093, pruned_loss=0.07285, over 2479323.23 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06441, over 23118.27 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3281, pruned_loss=0.09339, over 2468680.59 frames. utt_duration=1284 frames, utt_pad_proportion=0.04922, over 7700.72 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3077, pruned_loss=0.07052, over 2479644.77 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06482, over 24823.46 utterances.], batch size: 113, lr: 6.66e-04
2022-08-22 10:26:02,148 INFO [train.py:927] (4/8) Epoch 4, batch 18550, giga_loss[loss=0.19, simple_loss=0.2791, pruned_loss=0.05049, over 12314.00 frames. utt_duration=704.7 frames, utt_pad_proportion=0.0267, over 70.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3074, pruned_loss=0.07176, over 2479551.44 frames. utt_duration=423.6 frames, utt_pad_proportion=0.06691, over 23476.39 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3278, pruned_loss=0.09346, over 2468958.01 frames. utt_duration=1285 frames, utt_pad_proportion=0.04842, over 7693.55 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3059, pruned_loss=0.06926, over 2479840.37 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06746, over 25278.94 utterances.], batch size: 70, lr: 6.66e-04
2022-08-22 10:28:05,202 INFO [train.py:927] (4/8) Epoch 4, batch 18600, giga_loss[loss=0.2218, simple_loss=0.3074, pruned_loss=0.06812, over 12385.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04555, over 146.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3023, pruned_loss=0.06957, over 2479151.91 frames. utt_duration=441.7 frames, utt_pad_proportion=0.06399, over 22511.42 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3281, pruned_loss=0.09365, over 2468919.26 frames. utt_duration=1283 frames, utt_pad_proportion=0.04864, over 7709.05 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3004, pruned_loss=0.06711, over 2479535.91 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06465, over 24131.37 utterances.], batch size: 146, lr: 6.66e-04
2022-08-22 10:29:59,252 INFO [train.py:927] (4/8) Epoch 4, batch 18650, giga_loss[loss=0.2139, simple_loss=0.296, pruned_loss=0.06585, over 12413.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04485, over 34.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3031, pruned_loss=0.07015, over 2479020.04 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06815, over 23346.56 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3283, pruned_loss=0.09376, over 2469087.47 frames. utt_duration=1269 frames, utt_pad_proportion=0.05341, over 7790.10 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3011, pruned_loss=0.06775, over 2479289.06 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06711, over 24760.67 utterances.], batch size: 34, lr: 6.66e-04
2022-08-22 10:31:59,447 INFO [train.py:927] (4/8) Epoch 4, batch 18700, giga_loss[loss=0.1972, simple_loss=0.282, pruned_loss=0.05622, over 12445.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06182, over 183.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3023, pruned_loss=0.0696, over 2478797.88 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06772, over 23679.41 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3285, pruned_loss=0.09388, over 2469238.36 frames. utt_duration=1272 frames, utt_pad_proportion=0.05257, over 7773.42 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3001, pruned_loss=0.06717, over 2479062.53 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06723, over 25102.64 utterances.], batch size: 183, lr: 6.66e-04
2022-08-22 10:34:06,355 INFO [train.py:927] (4/8) Epoch 4, batch 18750, giga_loss[loss=0.195, simple_loss=0.2698, pruned_loss=0.06016, over 12390.00 frames. utt_duration=142 frames, utt_pad_proportion=0.1645, over 352.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3005, pruned_loss=0.06937, over 2478508.15 frames. utt_duration=413.8 frames, utt_pad_proportion=0.07128, over 24027.88 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3277, pruned_loss=0.09366, over 2469601.26 frames. utt_duration=1272 frames, utt_pad_proportion=0.05224, over 7775.69 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2983, pruned_loss=0.06663, over 2478767.96 frames. utt_duration=385.6 frames, utt_pad_proportion=0.07093, over 25790.57 utterances.], batch size: 352, lr: 6.65e-04
2022-08-22 10:36:10,704 INFO [train.py:927] (4/8) Epoch 4, batch 18800, giga_loss[loss=0.2395, simple_loss=0.3138, pruned_loss=0.08261, over 12401.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03442, over 122.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3018, pruned_loss=0.07104, over 2478259.87 frames. utt_duration=401.6 frames, utt_pad_proportion=0.0706, over 24756.67 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3278, pruned_loss=0.09406, over 2469699.47 frames. utt_duration=1261 frames, utt_pad_proportion=0.0555, over 7841.44 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2991, pruned_loss=0.06769, over 2478649.12 frames. utt_duration=373 frames, utt_pad_proportion=0.0697, over 26663.83 utterances.], batch size: 122, lr: 6.65e-04
2022-08-22 10:38:06,627 INFO [train.py:927] (4/8) Epoch 4, batch 18850, giga_loss[loss=0.2006, simple_loss=0.2906, pruned_loss=0.05532, over 12401.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04095, over 133.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3015, pruned_loss=0.07087, over 2477721.90 frames. utt_duration=403 frames, utt_pad_proportion=0.06783, over 24663.82 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3276, pruned_loss=0.09398, over 2469280.46 frames. utt_duration=1264 frames, utt_pad_proportion=0.05489, over 7821.89 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2992, pruned_loss=0.06799, over 2478550.87 frames. utt_duration=376.3 frames, utt_pad_proportion=0.0675, over 26430.17 utterances.], batch size: 133, lr: 6.65e-04
2022-08-22 10:40:02,550 INFO [train.py:927] (4/8) Epoch 4, batch 18900, giga_loss[loss=0.2319, simple_loss=0.331, pruned_loss=0.0664, over 12344.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03435, over 62.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3028, pruned_loss=0.07007, over 2477200.08 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06856, over 24488.46 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3274, pruned_loss=0.0938, over 2469108.42 frames. utt_duration=1266 frames, utt_pad_proportion=0.05391, over 7812.47 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3006, pruned_loss=0.0674, over 2478180.41 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06859, over 26266.90 utterances.], batch size: 62, lr: 6.65e-04
2022-08-22 10:41:59,437 INFO [train.py:927] (4/8) Epoch 4, batch 18950, giga_loss[loss=0.2134, simple_loss=0.3042, pruned_loss=0.06132, over 12401.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.0297, over 97.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3034, pruned_loss=0.06954, over 2477015.29 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06531, over 23965.17 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.327, pruned_loss=0.09361, over 2469162.06 frames. utt_duration=1270 frames, utt_pad_proportion=0.05329, over 7788.46 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3016, pruned_loss=0.06717, over 2477889.73 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06577, over 25695.94 utterances.], batch size: 97, lr: 6.65e-04
2022-08-22 10:43:59,370 INFO [train.py:927] (4/8) Epoch 4, batch 19000, giga_loss[loss=0.2309, simple_loss=0.3123, pruned_loss=0.07479, over 12344.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03374, over 97.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3011, pruned_loss=0.06755, over 2477303.81 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06282, over 23530.88 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3263, pruned_loss=0.09326, over 2469095.65 frames. utt_duration=1274 frames, utt_pad_proportion=0.05275, over 7762.77 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2999, pruned_loss=0.06566, over 2478151.26 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06353, over 25126.64 utterances.], batch size: 97, lr: 6.65e-04
2022-08-22 10:45:59,688 INFO [train.py:927] (4/8) Epoch 4, batch 19050, giga_loss[loss=0.2175, simple_loss=0.3036, pruned_loss=0.06573, over 12413.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03964, over 133.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3008, pruned_loss=0.0675, over 2477018.38 frames. utt_duration=427.3 frames, utt_pad_proportion=0.05995, over 23253.20 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3262, pruned_loss=0.0932, over 2468784.82 frames. utt_duration=1273 frames, utt_pad_proportion=0.05225, over 7763.63 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2995, pruned_loss=0.0656, over 2478084.49 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06089, over 24788.47 utterances.], batch size: 133, lr: 6.64e-04
2022-08-22 10:48:06,206 INFO [train.py:927] (4/8) Epoch 4, batch 19100, giga_loss[loss=0.2683, simple_loss=0.3418, pruned_loss=0.09743, over 12374.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.0462, over 146.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3039, pruned_loss=0.06921, over 2477033.87 frames. utt_duration=433.8 frames, utt_pad_proportion=0.05899, over 22903.73 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3266, pruned_loss=0.09342, over 2468938.92 frames. utt_duration=1260 frames, utt_pad_proportion=0.05624, over 7849.56 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3019, pruned_loss=0.06691, over 2477929.15 frames. utt_duration=407.5 frames, utt_pad_proportion=0.05866, over 24398.03 utterances.], batch size: 146, lr: 6.64e-04
2022-08-22 10:50:03,021 INFO [train.py:927] (4/8) Epoch 4, batch 19150, libri_loss[loss=0.2631, simple_loss=0.3453, pruned_loss=0.09042, over 12290.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.005878, over 37.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3058, pruned_loss=0.07072, over 2476931.15 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06177, over 24337.42 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3266, pruned_loss=0.09334, over 2468725.45 frames. utt_duration=1262 frames, utt_pad_proportion=0.05561, over 7831.94 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3039, pruned_loss=0.06866, over 2477928.81 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06157, over 25746.26 utterances.], batch size: 37, lr: 6.64e-04
2022-08-22 10:52:08,550 INFO [train.py:927] (4/8) Epoch 4, batch 19200, giga_loss[loss=0.212, simple_loss=0.3054, pruned_loss=0.05924, over 12371.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02888, over 70.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3086, pruned_loss=0.07192, over 2477538.65 frames. utt_duration=398 frames, utt_pad_proportion=0.06367, over 24974.53 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3266, pruned_loss=0.09322, over 2469004.85 frames. utt_duration=1263 frames, utt_pad_proportion=0.05511, over 7826.57 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3069, pruned_loss=0.0701, over 2478188.08 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06359, over 26324.43 utterances.], batch size: 70, lr: 6.64e-04
2022-08-22 10:54:24,464 INFO [train.py:927] (4/8) Epoch 4, batch 19250, giga_loss[loss=0.2312, simple_loss=0.311, pruned_loss=0.07566, over 12273.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02648, over 45.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3077, pruned_loss=0.07167, over 2477413.75 frames. utt_duration=398 frames, utt_pad_proportion=0.06541, over 24976.20 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3271, pruned_loss=0.09347, over 2469025.16 frames. utt_duration=1250 frames, utt_pad_proportion=0.05922, over 7908.02 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3054, pruned_loss=0.06944, over 2478147.31 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06428, over 26440.39 utterances.], batch size: 45, lr: 6.64e-04
2022-08-22 10:56:23,685 INFO [train.py:927] (4/8) Epoch 4, batch 19300, giga_loss[loss=0.2272, simple_loss=0.3097, pruned_loss=0.07241, over 12390.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03899, over 113.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3063, pruned_loss=0.07066, over 2477312.61 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06121, over 23943.12 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3272, pruned_loss=0.09349, over 2469085.89 frames. utt_duration=1253 frames, utt_pad_proportion=0.05886, over 7891.81 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3041, pruned_loss=0.06851, over 2478002.66 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06063, over 25400.47 utterances.], batch size: 113, lr: 6.64e-04
2022-08-22 10:58:27,323 INFO [train.py:927] (4/8) Epoch 4, batch 19350, libri_loss[loss=0.2194, simple_loss=0.2969, pruned_loss=0.07097, over 12291.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006921, over 35.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3053, pruned_loss=0.07141, over 2477202.58 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06178, over 22981.24 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3274, pruned_loss=0.09398, over 2469044.85 frames. utt_duration=1228 frames, utt_pad_proportion=0.06699, over 8052.62 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3022, pruned_loss=0.06798, over 2478238.33 frames. utt_duration=399.5 frames, utt_pad_proportion=0.05885, over 24885.11 utterances.], batch size: 35, lr: 6.63e-04
2022-08-22 11:00:26,855 INFO [train.py:927] (4/8) Epoch 4, batch 19400, giga_loss[loss=0.2003, simple_loss=0.2916, pruned_loss=0.05445, over 12418.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07005, over 213.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3046, pruned_loss=0.07077, over 2477904.08 frames. utt_duration=418 frames, utt_pad_proportion=0.06463, over 23780.14 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3274, pruned_loss=0.09398, over 2469389.92 frames. utt_duration=1226 frames, utt_pad_proportion=0.0668, over 8068.98 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3015, pruned_loss=0.06747, over 2478602.13 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06222, over 25651.83 utterances.], batch size: 213, lr: 6.63e-04
2022-08-22 11:02:20,403 INFO [train.py:927] (4/8) Epoch 4, batch 19450, giga_loss[loss=0.1933, simple_loss=0.2954, pruned_loss=0.04561, over 12448.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04728, over 147.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3066, pruned_loss=0.0704, over 2478196.36 frames. utt_duration=418.8 frames, utt_pad_proportion=0.06423, over 23735.56 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3274, pruned_loss=0.09408, over 2469428.12 frames. utt_duration=1216 frames, utt_pad_proportion=0.07011, over 8135.38 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3036, pruned_loss=0.06712, over 2478923.87 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06133, over 25521.97 utterances.], batch size: 147, lr: 6.63e-04
2022-08-22 11:04:26,283 INFO [train.py:927] (4/8) Epoch 4, batch 19500, libri_loss[loss=0.2801, simple_loss=0.3363, pruned_loss=0.112, over 12192.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.00845, over 30.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3071, pruned_loss=0.06974, over 2478037.04 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06407, over 23701.72 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3278, pruned_loss=0.09428, over 2469239.48 frames. utt_duration=1206 frames, utt_pad_proportion=0.07383, over 8198.57 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3041, pruned_loss=0.06664, over 2478932.14 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06065, over 25283.43 utterances.], batch size: 30, lr: 6.63e-04
2022-08-22 11:06:41,115 INFO [train.py:927] (4/8) Epoch 4, batch 19550, giga_loss[loss=0.2016, simple_loss=0.296, pruned_loss=0.05359, over 12372.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03109, over 62.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.307, pruned_loss=0.06982, over 2478175.69 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06438, over 23717.95 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3275, pruned_loss=0.09412, over 2469363.66 frames. utt_duration=1211 frames, utt_pad_proportion=0.07219, over 8169.07 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3043, pruned_loss=0.06672, over 2479059.72 frames. utt_duration=390.3 frames, utt_pad_proportion=0.062, over 25483.55 utterances.], batch size: 62, lr: 6.63e-04
2022-08-22 11:08:52,401 INFO [train.py:927] (4/8) Epoch 4, batch 19600, giga_loss[loss=0.2267, simple_loss=0.3298, pruned_loss=0.06179, over 12331.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.02387, over 70.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3083, pruned_loss=0.07011, over 2477964.58 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06653, over 24269.67 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3274, pruned_loss=0.09406, over 2469231.18 frames. utt_duration=1201 frames, utt_pad_proportion=0.07593, over 8236.31 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3059, pruned_loss=0.06731, over 2478930.89 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06353, over 25884.78 utterances.], batch size: 70, lr: 6.63e-04
2022-08-22 11:11:08,227 INFO [train.py:927] (4/8) Epoch 4, batch 19650, giga_loss[loss=0.2291, simple_loss=0.3123, pruned_loss=0.07289, over 12433.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.02748, over 122.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.311, pruned_loss=0.07092, over 2478690.70 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06522, over 23652.78 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3286, pruned_loss=0.0946, over 2469459.50 frames. utt_duration=1192 frames, utt_pad_proportion=0.07897, over 8294.76 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3076, pruned_loss=0.06776, over 2479416.70 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06175, over 25154.58 utterances.], batch size: 122, lr: 6.62e-04
2022-08-22 11:13:22,924 INFO [train.py:927] (4/8) Epoch 4, batch 19700, libri_loss[loss=0.2207, simple_loss=0.2939, pruned_loss=0.07374, over 12179.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006052, over 33.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.309, pruned_loss=0.07113, over 2478231.84 frames. utt_duration=442.6 frames, utt_pad_proportion=0.06265, over 22455.04 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.328, pruned_loss=0.09454, over 2468928.55 frames. utt_duration=1190 frames, utt_pad_proportion=0.08036, over 8309.95 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.306, pruned_loss=0.06769, over 2479710.75 frames. utt_duration=409.8 frames, utt_pad_proportion=0.05932, over 24273.92 utterances.], batch size: 33, lr: 6.62e-04
2022-08-22 11:15:24,220 INFO [train.py:927] (4/8) Epoch 4, batch 19750, giga_loss[loss=0.2431, simple_loss=0.3214, pruned_loss=0.08245, over 12356.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03276, over 97.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3075, pruned_loss=0.06996, over 2478603.50 frames. utt_duration=435.5 frames, utt_pad_proportion=0.06104, over 22824.73 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3278, pruned_loss=0.09457, over 2469168.19 frames. utt_duration=1194 frames, utt_pad_proportion=0.07915, over 8281.95 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.305, pruned_loss=0.06677, over 2479721.84 frames. utt_duration=405.2 frames, utt_pad_proportion=0.0588, over 24549.03 utterances.], batch size: 97, lr: 6.62e-04
2022-08-22 11:17:23,405 INFO [train.py:927] (4/8) Epoch 4, batch 19800, giga_loss[loss=0.1921, simple_loss=0.2806, pruned_loss=0.05176, over 12280.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02506, over 54.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3089, pruned_loss=0.07054, over 2478457.22 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06005, over 23214.51 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3271, pruned_loss=0.09423, over 2469248.09 frames. utt_duration=1199 frames, utt_pad_proportion=0.07799, over 8249.59 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3071, pruned_loss=0.06786, over 2479454.50 frames. utt_duration=399.6 frames, utt_pad_proportion=0.05864, over 24895.20 utterances.], batch size: 54, lr: 6.62e-04
2022-08-22 11:19:13,337 INFO [train.py:927] (4/8) Epoch 4, batch 19850, giga_loss[loss=0.2063, simple_loss=0.288, pruned_loss=0.06224, over 12320.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03263, over 51.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3068, pruned_loss=0.0693, over 2478423.25 frames. utt_duration=445 frames, utt_pad_proportion=0.05856, over 22338.88 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3275, pruned_loss=0.094, over 2469523.96 frames. utt_duration=1199 frames, utt_pad_proportion=0.07675, over 8246.10 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3046, pruned_loss=0.0667, over 2479222.20 frames. utt_duration=413.2 frames, utt_pad_proportion=0.05768, over 24070.94 utterances.], batch size: 51, lr: 6.62e-04
2022-08-22 11:21:04,350 INFO [train.py:927] (4/8) Epoch 4, batch 19900, giga_loss[loss=0.2383, simple_loss=0.32, pruned_loss=0.07829, over 12185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03177, over 39.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3073, pruned_loss=0.07024, over 2477822.99 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06376, over 23193.90 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3272, pruned_loss=0.09392, over 2469333.64 frames. utt_duration=1192 frames, utt_pad_proportion=0.07966, over 8294.55 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3054, pruned_loss=0.06779, over 2478818.43 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06168, over 24807.92 utterances.], batch size: 39, lr: 6.62e-04
2022-08-22 11:22:48,691 INFO [train.py:927] (4/8) Epoch 4, batch 19950, giga_loss[loss=0.2789, simple_loss=0.3569, pruned_loss=0.1004, over 12140.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04279, over 33.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.316, pruned_loss=0.07592, over 2476496.74 frames. utt_duration=438.7 frames, utt_pad_proportion=0.06371, over 22646.41 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3269, pruned_loss=0.09375, over 2469313.85 frames. utt_duration=1198 frames, utt_pad_proportion=0.07818, over 8256.54 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3145, pruned_loss=0.07368, over 2477481.92 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06237, over 24287.00 utterances.], batch size: 33, lr: 6.61e-04
2022-08-22 11:24:31,571 INFO [train.py:927] (4/8) Epoch 4, batch 20000, libri_loss[loss=0.2312, simple_loss=0.3008, pruned_loss=0.08078, over 12271.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007414, over 32.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3152, pruned_loss=0.07635, over 2475315.79 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06194, over 21026.80 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3265, pruned_loss=0.09354, over 2469334.80 frames. utt_duration=1201 frames, utt_pad_proportion=0.07686, over 8236.76 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.314, pruned_loss=0.07419, over 2476314.70 frames. utt_duration=435.7 frames, utt_pad_proportion=0.06118, over 22798.61 utterances.], batch size: 32, lr: 6.61e-04
2022-08-22 11:26:12,118 INFO [train.py:927] (4/8) Epoch 4, batch 20050, libri_loss[loss=0.2794, simple_loss=0.3519, pruned_loss=0.1034, over 12145.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006172, over 35.00 utterances.], tot_loss[loss=0.23, simple_loss=0.31, pruned_loss=0.07504, over 2474940.31 frames. utt_duration=478 frames, utt_pad_proportion=0.0603, over 20767.91 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3264, pruned_loss=0.09349, over 2469096.36 frames. utt_duration=1203 frames, utt_pad_proportion=0.07566, over 8219.85 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3088, pruned_loss=0.07297, over 2476129.03 frames. utt_duration=441.8 frames, utt_pad_proportion=0.06009, over 22483.05 utterances.], batch size: 35, lr: 6.61e-04
2022-08-22 11:27:54,149 INFO [train.py:927] (4/8) Epoch 4, batch 20100, giga_loss[loss=0.2033, simple_loss=0.2701, pruned_loss=0.0683, over 12295.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03689, over 51.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3027, pruned_loss=0.07232, over 2474826.31 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06251, over 20842.63 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3273, pruned_loss=0.09356, over 2469250.16 frames. utt_duration=1194 frames, utt_pad_proportion=0.07843, over 8280.70 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3008, pruned_loss=0.07043, over 2475676.53 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06115, over 22239.76 utterances.], batch size: 51, lr: 6.61e-04
2022-08-22 11:29:34,464 INFO [train.py:927] (4/8) Epoch 4, batch 20150, giga_loss[loss=0.2595, simple_loss=0.3112, pruned_loss=0.1039, over 12397.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1104, over 260.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.2979, pruned_loss=0.07093, over 2475130.14 frames. utt_duration=491 frames, utt_pad_proportion=0.05971, over 20222.25 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3275, pruned_loss=0.09369, over 2469407.61 frames. utt_duration=1192 frames, utt_pad_proportion=0.07739, over 8295.26 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2952, pruned_loss=0.06857, over 2475838.19 frames. utt_duration=457.4 frames, utt_pad_proportion=0.05885, over 21717.17 utterances.], batch size: 260, lr: 6.61e-04
2022-08-22 11:31:19,158 INFO [train.py:927] (4/8) Epoch 4, batch 20200, giga_loss[loss=0.1805, simple_loss=0.2595, pruned_loss=0.0507, over 12385.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02995, over 58.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2912, pruned_loss=0.06806, over 2474488.87 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06009, over 20208.14 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3274, pruned_loss=0.09362, over 2469242.57 frames. utt_duration=1194 frames, utt_pad_proportion=0.07715, over 8282.78 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.289, pruned_loss=0.06617, over 2475219.72 frames. utt_duration=463.1 frames, utt_pad_proportion=0.05946, over 21444.87 utterances.], batch size: 58, lr: 6.61e-04
2022-08-22 11:32:59,839 INFO [train.py:927] (4/8) Epoch 4, batch 20250, libri_loss[loss=0.2901, simple_loss=0.3566, pruned_loss=0.1118, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01484, over 40.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2871, pruned_loss=0.06605, over 2474433.45 frames. utt_duration=513.7 frames, utt_pad_proportion=0.05615, over 19320.47 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3271, pruned_loss=0.0933, over 2469491.10 frames. utt_duration=1201 frames, utt_pad_proportion=0.07514, over 8237.58 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2841, pruned_loss=0.06378, over 2474967.32 frames. utt_duration=477.6 frames, utt_pad_proportion=0.05634, over 20789.99 utterances.], batch size: 40, lr: 6.60e-04
2022-08-22 11:34:42,081 INFO [train.py:927] (4/8) Epoch 4, batch 20300, giga_loss[loss=0.1564, simple_loss=0.2371, pruned_loss=0.0378, over 12365.00 frames. utt_duration=1768 frames, utt_pad_proportion=0.02816, over 28.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2808, pruned_loss=0.06344, over 2474198.83 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06232, over 19227.58 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3265, pruned_loss=0.093, over 2469379.97 frames. utt_duration=1206 frames, utt_pad_proportion=0.07467, over 8201.17 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2785, pruned_loss=0.06155, over 2474772.56 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06216, over 20553.42 utterances.], batch size: 28, lr: 6.60e-04
2022-08-22 11:36:23,562 INFO [train.py:927] (4/8) Epoch 4, batch 20350, giga_loss[loss=0.2256, simple_loss=0.2869, pruned_loss=0.08222, over 12352.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2751, pruned_loss=0.06097, over 2473262.58 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06229, over 19123.94 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3262, pruned_loss=0.0929, over 2469007.30 frames. utt_duration=1209 frames, utt_pad_proportion=0.07418, over 8180.20 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2731, pruned_loss=0.05931, over 2474075.00 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06231, over 20281.42 utterances.], batch size: 258, lr: 6.60e-04
2022-08-22 11:38:06,577 INFO [train.py:927] (4/8) Epoch 4, batch 20400, giga_loss[loss=0.3471, simple_loss=0.3908, pruned_loss=0.1517, over 12378.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2802, pruned_loss=0.06423, over 2474131.77 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06192, over 19848.74 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3263, pruned_loss=0.09318, over 2468784.20 frames. utt_duration=1213 frames, utt_pad_proportion=0.07311, over 8148.83 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2777, pruned_loss=0.06213, over 2475074.84 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06225, over 20989.62 utterances.], batch size: 257, lr: 6.60e-04
2022-08-22 11:39:50,650 INFO [train.py:927] (4/8) Epoch 4, batch 20450, giga_loss[loss=0.282, simple_loss=0.3599, pruned_loss=0.1021, over 12294.00 frames. utt_duration=746.3 frames, utt_pad_proportion=0.03329, over 66.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2924, pruned_loss=0.06997, over 2473822.55 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06581, over 19430.83 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3267, pruned_loss=0.09326, over 2468955.73 frames. utt_duration=1213 frames, utt_pad_proportion=0.07261, over 8150.36 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2896, pruned_loss=0.06802, over 2474454.05 frames. utt_duration=486 frames, utt_pad_proportion=0.06605, over 20428.29 utterances.], batch size: 66, lr: 6.60e-04
2022-08-22 11:41:33,337 INFO [train.py:927] (4/8) Epoch 4, batch 20500, giga_loss[loss=0.2123, simple_loss=0.31, pruned_loss=0.05735, over 12420.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03348, over 75.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.2991, pruned_loss=0.07205, over 2473456.73 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06624, over 19071.81 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3269, pruned_loss=0.09309, over 2468726.98 frames. utt_duration=1218 frames, utt_pad_proportion=0.07127, over 8115.07 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2961, pruned_loss=0.07014, over 2474246.45 frames. utt_duration=493 frames, utt_pad_proportion=0.06681, over 20134.22 utterances.], batch size: 75, lr: 6.60e-04
2022-08-22 11:43:16,368 INFO [train.py:927] (4/8) Epoch 4, batch 20550, giga_loss[loss=0.2346, simple_loss=0.3115, pruned_loss=0.07879, over 12434.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03599, over 37.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3036, pruned_loss=0.07382, over 2473888.29 frames. utt_duration=530.2 frames, utt_pad_proportion=0.0624, over 18715.17 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3269, pruned_loss=0.09311, over 2468585.24 frames. utt_duration=1219 frames, utt_pad_proportion=0.07038, over 8113.27 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3005, pruned_loss=0.07171, over 2474800.81 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06333, over 19865.43 utterances.], batch size: 37, lr: 6.59e-04
2022-08-22 11:44:56,027 INFO [train.py:927] (4/8) Epoch 4, batch 20600, giga_loss[loss=0.2625, simple_loss=0.3359, pruned_loss=0.0945, over 12358.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03173, over 97.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3076, pruned_loss=0.07667, over 2472808.23 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06684, over 18830.57 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3265, pruned_loss=0.09311, over 2468401.89 frames. utt_duration=1206 frames, utt_pad_proportion=0.074, over 8200.22 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3045, pruned_loss=0.07419, over 2473895.44 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06571, over 20098.83 utterances.], batch size: 97, lr: 6.59e-04
2022-08-22 11:46:39,456 INFO [train.py:927] (4/8) Epoch 4, batch 20650, giga_loss[loss=0.2557, simple_loss=0.3406, pruned_loss=0.08545, over 12382.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.0275, over 66.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3117, pruned_loss=0.0782, over 2472950.84 frames. utt_duration=547.4 frames, utt_pad_proportion=0.0626, over 18119.41 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3263, pruned_loss=0.09291, over 2468188.85 frames. utt_duration=1207 frames, utt_pad_proportion=0.07345, over 8191.22 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3093, pruned_loss=0.0763, over 2474039.46 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06208, over 19213.99 utterances.], batch size: 66, lr: 6.59e-04
2022-08-22 11:48:20,624 INFO [train.py:927] (4/8) Epoch 4, batch 20700, giga_loss[loss=0.2497, simple_loss=0.3352, pruned_loss=0.0821, over 12445.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03189, over 75.00 utterances.], tot_loss[loss=0.239, simple_loss=0.317, pruned_loss=0.08049, over 2472562.92 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06582, over 18314.33 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3271, pruned_loss=0.09311, over 2467933.10 frames. utt_duration=1209 frames, utt_pad_proportion=0.07265, over 8173.50 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3142, pruned_loss=0.07862, over 2473716.01 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06556, over 19340.32 utterances.], batch size: 75, lr: 6.59e-04
2022-08-22 11:50:03,821 INFO [train.py:927] (4/8) Epoch 4, batch 20750, giga_loss[loss=0.2144, simple_loss=0.3026, pruned_loss=0.06311, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03318, over 85.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3179, pruned_loss=0.08033, over 2472281.44 frames. utt_duration=540.2 frames, utt_pad_proportion=0.0648, over 18358.05 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3265, pruned_loss=0.09282, over 2467385.23 frames. utt_duration=1216 frames, utt_pad_proportion=0.07109, over 8124.91 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3159, pruned_loss=0.07877, over 2473834.60 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06519, over 19500.50 utterances.], batch size: 85, lr: 6.59e-04
2022-08-22 11:51:47,228 INFO [train.py:927] (4/8) Epoch 4, batch 20800, giga_loss[loss=0.2068, simple_loss=0.2983, pruned_loss=0.05762, over 12379.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03048, over 58.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3177, pruned_loss=0.08003, over 2471584.18 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06449, over 18008.18 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3262, pruned_loss=0.09275, over 2467414.11 frames. utt_duration=1220 frames, utt_pad_proportion=0.0697, over 8100.33 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3161, pruned_loss=0.07848, over 2472905.07 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06533, over 19239.67 utterances.], batch size: 58, lr: 6.59e-04
2022-08-22 11:53:31,372 INFO [train.py:927] (4/8) Epoch 4, batch 20850, giga_loss[loss=0.2469, simple_loss=0.3201, pruned_loss=0.08684, over 12350.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02986, over 70.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3201, pruned_loss=0.08301, over 2472013.89 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06141, over 17530.34 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3256, pruned_loss=0.09253, over 2467541.68 frames. utt_duration=1226 frames, utt_pad_proportion=0.06846, over 8058.27 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3192, pruned_loss=0.08171, over 2473031.53 frames. utt_duration=528.8 frames, utt_pad_proportion=0.0627, over 18760.65 utterances.], batch size: 70, lr: 6.58e-04
2022-08-22 11:55:13,529 INFO [train.py:927] (4/8) Epoch 4, batch 20900, giga_loss[loss=0.2274, simple_loss=0.3072, pruned_loss=0.07382, over 12448.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03121, over 75.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3193, pruned_loss=0.08389, over 2470693.29 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05767, over 16643.99 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3245, pruned_loss=0.09228, over 2467103.35 frames. utt_duration=1238 frames, utt_pad_proportion=0.06619, over 7978.16 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3193, pruned_loss=0.08263, over 2472107.26 frames. utt_duration=547 frames, utt_pad_proportion=0.0598, over 18127.26 utterances.], batch size: 75, lr: 6.58e-04
2022-08-22 11:56:57,774 INFO [train.py:927] (4/8) Epoch 4, batch 20950, giga_loss[loss=0.255, simple_loss=0.3194, pruned_loss=0.09531, over 12360.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02894, over 48.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3203, pruned_loss=0.08586, over 2471050.56 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06572, over 17206.58 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3247, pruned_loss=0.0927, over 2466745.39 frames. utt_duration=1218 frames, utt_pad_proportion=0.07338, over 8109.60 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3199, pruned_loss=0.08418, over 2472627.30 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06379, over 18585.39 utterances.], batch size: 48, lr: 6.58e-04
2022-08-22 11:58:43,462 INFO [train.py:927] (4/8) Epoch 4, batch 21000, giga_loss[loss=0.2439, simple_loss=0.3257, pruned_loss=0.08103, over 12382.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02745, over 70.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3197, pruned_loss=0.08485, over 2471813.76 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06659, over 17436.18 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3247, pruned_loss=0.09264, over 2466522.76 frames. utt_duration=1223 frames, utt_pad_proportion=0.07172, over 8074.80 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3193, pruned_loss=0.08338, over 2473407.71 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06554, over 18810.59 utterances.], batch size: 70, lr: 6.58e-04
2022-08-22 11:58:43,463 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 11:59:00,747 INFO [train.py:967] (4/8) Epoch 4, validation: loss=0.1917, simple_loss=0.3005, pruned_loss=0.04148, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 12:00:43,184 INFO [train.py:927] (4/8) Epoch 4, batch 21050, giga_loss[loss=0.2305, simple_loss=0.2987, pruned_loss=0.08113, over 12421.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05525, over 162.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3156, pruned_loss=0.08288, over 2472488.97 frames. utt_duration=529.8 frames, utt_pad_proportion=0.07206, over 18720.12 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3249, pruned_loss=0.09288, over 2466893.62 frames. utt_duration=1213 frames, utt_pad_proportion=0.07497, over 8142.06 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.315, pruned_loss=0.08131, over 2473511.10 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06965, over 19929.45 utterances.], batch size: 162, lr: 6.58e-04
2022-08-22 12:02:27,527 INFO [train.py:927] (4/8) Epoch 4, batch 21100, giga_loss[loss=0.2749, simple_loss=0.317, pruned_loss=0.1164, over 12365.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1123, over 260.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3115, pruned_loss=0.08126, over 2473118.88 frames. utt_duration=526.4 frames, utt_pad_proportion=0.07073, over 18846.52 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3253, pruned_loss=0.09325, over 2467181.78 frames. utt_duration=1208 frames, utt_pad_proportion=0.07716, over 8176.22 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3103, pruned_loss=0.07931, over 2473900.76 frames. utt_duration=492.3 frames, utt_pad_proportion=0.0681, over 20162.01 utterances.], batch size: 260, lr: 6.58e-04
2022-08-22 12:04:11,250 INFO [train.py:927] (4/8) Epoch 4, batch 21150, giga_loss[loss=0.2038, simple_loss=0.2828, pruned_loss=0.06233, over 12393.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.03325, over 75.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3098, pruned_loss=0.07961, over 2473383.66 frames. utt_duration=514.7 frames, utt_pad_proportion=0.0723, over 19277.46 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3252, pruned_loss=0.09311, over 2467036.73 frames. utt_duration=1211 frames, utt_pad_proportion=0.07662, over 8157.51 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3087, pruned_loss=0.07808, over 2474183.41 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07036, over 20429.83 utterances.], batch size: 75, lr: 6.57e-04
2022-08-22 12:05:49,203 INFO [train.py:927] (4/8) Epoch 4, batch 21200, libri_loss[loss=0.2669, simple_loss=0.3325, pruned_loss=0.1007, over 12428.00 frames. utt_duration=754.6 frames, utt_pad_proportion=0.1425, over 66.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3079, pruned_loss=0.07856, over 2473273.48 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06646, over 18802.06 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3252, pruned_loss=0.09315, over 2466826.66 frames. utt_duration=1212 frames, utt_pad_proportion=0.07568, over 8154.22 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3066, pruned_loss=0.07692, over 2474256.91 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06541, over 20024.00 utterances.], batch size: 66, lr: 6.57e-04
2022-08-22 12:07:30,655 INFO [train.py:927] (4/8) Epoch 4, batch 21250, giga_loss[loss=0.195, simple_loss=0.2738, pruned_loss=0.05813, over 12443.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04455, over 31.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3045, pruned_loss=0.07693, over 2473388.92 frames. utt_duration=544 frames, utt_pad_proportion=0.06545, over 18237.14 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3254, pruned_loss=0.09332, over 2467101.89 frames. utt_duration=1202 frames, utt_pad_proportion=0.07869, over 8219.01 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.303, pruned_loss=0.07524, over 2474001.55 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06329, over 19280.59 utterances.], batch size: 31, lr: 6.57e-04
2022-08-22 12:09:11,270 INFO [train.py:927] (4/8) Epoch 4, batch 21300, libri_loss[loss=0.2187, simple_loss=0.2821, pruned_loss=0.07765, over 12469.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008933, over 29.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3016, pruned_loss=0.07598, over 2474662.50 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06253, over 17893.11 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3252, pruned_loss=0.09334, over 2467452.98 frames. utt_duration=1197 frames, utt_pad_proportion=0.0806, over 8253.31 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3001, pruned_loss=0.07419, over 2475010.48 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06009, over 18967.33 utterances.], batch size: 29, lr: 6.57e-04
2022-08-22 12:10:50,988 INFO [train.py:927] (4/8) Epoch 4, batch 21350, giga_loss[loss=0.2149, simple_loss=0.2825, pruned_loss=0.07369, over 12429.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03636, over 113.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.2976, pruned_loss=0.07394, over 2474561.15 frames. utt_duration=571.8 frames, utt_pad_proportion=0.05753, over 17356.46 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3252, pruned_loss=0.09335, over 2467646.97 frames. utt_duration=1199 frames, utt_pad_proportion=0.07999, over 8241.79 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.2961, pruned_loss=0.07238, over 2474731.41 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05595, over 18290.39 utterances.], batch size: 113, lr: 6.57e-04
2022-08-22 12:12:31,879 INFO [train.py:927] (4/8) Epoch 4, batch 21400, giga_loss[loss=0.1936, simple_loss=0.2694, pruned_loss=0.0589, over 12380.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.02875, over 62.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.2947, pruned_loss=0.07227, over 2475266.07 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05373, over 16491.19 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3254, pruned_loss=0.09337, over 2468096.70 frames. utt_duration=1204 frames, utt_pad_proportion=0.07855, over 8208.18 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2927, pruned_loss=0.07044, over 2475184.20 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05294, over 17499.72 utterances.], batch size: 62, lr: 6.57e-04
2022-08-22 12:14:16,582 INFO [train.py:927] (4/8) Epoch 4, batch 21450, giga_loss[loss=0.2238, simple_loss=0.3002, pruned_loss=0.0737, over 12427.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04291, over 26.00 utterances.], tot_loss[loss=0.22, simple_loss=0.2947, pruned_loss=0.0727, over 2474960.51 frames. utt_duration=596.8 frames, utt_pad_proportion=0.05329, over 16629.73 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3253, pruned_loss=0.09334, over 2468256.44 frames. utt_duration=1207 frames, utt_pad_proportion=0.0777, over 8189.10 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2927, pruned_loss=0.07099, over 2474849.38 frames. utt_duration=565.3 frames, utt_pad_proportion=0.05291, over 17559.43 utterances.], batch size: 26, lr: 6.56e-04
2022-08-22 12:16:00,129 INFO [train.py:927] (4/8) Epoch 4, batch 21500, giga_loss[loss=0.2064, simple_loss=0.2763, pruned_loss=0.06821, over 12441.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03683, over 37.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.2985, pruned_loss=0.07538, over 2474602.76 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05717, over 16825.82 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3246, pruned_loss=0.09313, over 2468015.04 frames. utt_duration=1215 frames, utt_pad_proportion=0.07641, over 8136.97 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.2968, pruned_loss=0.07369, over 2474921.18 frames. utt_duration=556 frames, utt_pad_proportion=0.05704, over 17854.51 utterances.], batch size: 37, lr: 6.56e-04
2022-08-22 12:17:48,019 INFO [train.py:927] (4/8) Epoch 4, batch 21550, giga_loss[loss=0.2688, simple_loss=0.3284, pruned_loss=0.1046, over 12128.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04259, over 33.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3057, pruned_loss=0.07977, over 2474774.53 frames. utt_duration=583.5 frames, utt_pad_proportion=0.05827, over 17009.02 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.325, pruned_loss=0.09342, over 2468101.69 frames. utt_duration=1205 frames, utt_pad_proportion=0.07898, over 8204.31 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3036, pruned_loss=0.07789, over 2475079.78 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05672, over 17925.70 utterances.], batch size: 33, lr: 6.56e-04
2022-08-22 12:19:31,201 INFO [train.py:927] (4/8) Epoch 4, batch 21600, giga_loss[loss=0.2357, simple_loss=0.3197, pruned_loss=0.07584, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03032, over 42.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3103, pruned_loss=0.08144, over 2473832.36 frames. utt_duration=546 frames, utt_pad_proportion=0.0691, over 18174.52 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3244, pruned_loss=0.093, over 2467835.34 frames. utt_duration=1212 frames, utt_pad_proportion=0.07727, over 8152.86 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3087, pruned_loss=0.07996, over 2474477.30 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06799, over 19210.79 utterances.], batch size: 42, lr: 6.56e-04
2022-08-22 12:21:12,727 INFO [train.py:927] (4/8) Epoch 4, batch 21650, giga_loss[loss=0.1935, simple_loss=0.2762, pruned_loss=0.05545, over 12216.00 frames. utt_duration=1881 frames, utt_pad_proportion=0.04331, over 26.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3167, pruned_loss=0.08355, over 2473811.06 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06485, over 17701.28 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3251, pruned_loss=0.09306, over 2468066.44 frames. utt_duration=1210 frames, utt_pad_proportion=0.07612, over 8168.30 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3145, pruned_loss=0.08204, over 2474271.55 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06447, over 18789.93 utterances.], batch size: 26, lr: 6.56e-04
2022-08-22 12:22:54,069 INFO [train.py:927] (4/8) Epoch 4, batch 21700, giga_loss[loss=0.2003, simple_loss=0.2887, pruned_loss=0.05597, over 12434.00 frames. utt_duration=859 frames, utt_pad_proportion=0.02497, over 58.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3138, pruned_loss=0.0806, over 2473312.25 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05927, over 17387.76 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3248, pruned_loss=0.09317, over 2467785.59 frames. utt_duration=1212 frames, utt_pad_proportion=0.07525, over 8157.74 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.312, pruned_loss=0.07893, over 2474127.48 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05942, over 18568.21 utterances.], batch size: 58, lr: 6.56e-04
2022-08-22 12:24:36,957 INFO [train.py:927] (4/8) Epoch 4, batch 21750, giga_loss[loss=0.3156, simple_loss=0.3747, pruned_loss=0.1282, over 12387.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1006, over 257.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3141, pruned_loss=0.08063, over 2473824.51 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05869, over 17460.94 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3244, pruned_loss=0.09303, over 2467826.93 frames. utt_duration=1218 frames, utt_pad_proportion=0.07342, over 8117.01 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3126, pruned_loss=0.079, over 2474642.10 frames. utt_duration=529.9 frames, utt_pad_proportion=0.05935, over 18732.95 utterances.], batch size: 257, lr: 6.55e-04
2022-08-22 12:26:23,190 INFO [train.py:927] (4/8) Epoch 4, batch 21800, giga_loss[loss=0.2536, simple_loss=0.3278, pruned_loss=0.08968, over 12378.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02779, over 66.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3164, pruned_loss=0.08171, over 2473596.84 frames. utt_duration=573.6 frames, utt_pad_proportion=0.0588, over 17294.26 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3243, pruned_loss=0.09293, over 2467631.51 frames. utt_duration=1220 frames, utt_pad_proportion=0.07255, over 8099.34 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3152, pruned_loss=0.08035, over 2474485.60 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05958, over 18431.30 utterances.], batch size: 66, lr: 6.55e-04
2022-08-22 12:28:05,129 INFO [train.py:927] (4/8) Epoch 4, batch 21850, giga_loss[loss=0.2331, simple_loss=0.3104, pruned_loss=0.0779, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04699, over 31.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3188, pruned_loss=0.08336, over 2473647.50 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05954, over 17726.92 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3243, pruned_loss=0.09281, over 2467433.46 frames. utt_duration=1221 frames, utt_pad_proportion=0.07237, over 8096.32 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3177, pruned_loss=0.08222, over 2474670.10 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06008, over 18822.73 utterances.], batch size: 31, lr: 6.55e-04
2022-08-22 12:29:49,417 INFO [train.py:927] (4/8) Epoch 4, batch 21900, giga_loss[loss=0.3012, simple_loss=0.3573, pruned_loss=0.1225, over 12366.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07102, over 211.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3202, pruned_loss=0.08458, over 2473875.75 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06066, over 17797.91 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3243, pruned_loss=0.0928, over 2467316.96 frames. utt_duration=1222 frames, utt_pad_proportion=0.07181, over 8086.37 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3194, pruned_loss=0.08361, over 2474846.62 frames. utt_duration=529.4 frames, utt_pad_proportion=0.0612, over 18752.96 utterances.], batch size: 211, lr: 6.55e-04
2022-08-22 12:31:29,824 INFO [train.py:927] (4/8) Epoch 4, batch 21950, giga_loss[loss=0.2648, simple_loss=0.3439, pruned_loss=0.09282, over 12368.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03434, over 104.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3218, pruned_loss=0.0846, over 2474363.21 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06212, over 17381.52 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3253, pruned_loss=0.09317, over 2467496.59 frames. utt_duration=1216 frames, utt_pad_proportion=0.07401, over 8128.67 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3201, pruned_loss=0.08321, over 2475202.89 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06149, over 18412.91 utterances.], batch size: 104, lr: 6.55e-04
2022-08-22 12:33:12,583 INFO [train.py:927] (4/8) Epoch 4, batch 22000, giga_loss[loss=0.2368, simple_loss=0.3198, pruned_loss=0.0769, over 12471.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04155, over 34.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3214, pruned_loss=0.08403, over 2475310.95 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05928, over 16528.64 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3248, pruned_loss=0.09287, over 2467781.37 frames. utt_duration=1223 frames, utt_pad_proportion=0.07273, over 8082.90 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3204, pruned_loss=0.083, over 2475903.36 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05932, over 17581.63 utterances.], batch size: 34, lr: 6.55e-04
2022-08-22 12:34:55,718 INFO [train.py:927] (4/8) Epoch 4, batch 22050, giga_loss[loss=0.3151, simple_loss=0.3606, pruned_loss=0.1348, over 12375.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.105, over 258.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3203, pruned_loss=0.0839, over 2475079.23 frames. utt_duration=609.6 frames, utt_pad_proportion=0.05728, over 16281.26 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3247, pruned_loss=0.09289, over 2467843.51 frames. utt_duration=1225 frames, utt_pad_proportion=0.07188, over 8066.72 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3195, pruned_loss=0.08296, over 2475597.84 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05767, over 17229.95 utterances.], batch size: 258, lr: 6.54e-04
2022-08-22 12:36:36,391 INFO [train.py:927] (4/8) Epoch 4, batch 22100, giga_loss[loss=0.25, simple_loss=0.3241, pruned_loss=0.08802, over 12443.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03874, over 37.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3195, pruned_loss=0.08382, over 2474398.81 frames. utt_duration=631.1 frames, utt_pad_proportion=0.05813, over 15720.70 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3247, pruned_loss=0.09307, over 2467783.34 frames. utt_duration=1219 frames, utt_pad_proportion=0.07341, over 8104.60 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3186, pruned_loss=0.08255, over 2475121.69 frames. utt_duration=592.9 frames, utt_pad_proportion=0.05736, over 16740.82 utterances.], batch size: 37, lr: 6.54e-04
2022-08-22 12:38:16,411 INFO [train.py:927] (4/8) Epoch 4, batch 22150, giga_loss[loss=0.2466, simple_loss=0.3203, pruned_loss=0.08642, over 12354.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03233, over 51.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3203, pruned_loss=0.08389, over 2473371.81 frames. utt_duration=631.3 frames, utt_pad_proportion=0.05746, over 15708.87 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3244, pruned_loss=0.09302, over 2467676.22 frames. utt_duration=1214 frames, utt_pad_proportion=0.07623, over 8137.65 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3197, pruned_loss=0.08267, over 2474214.75 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05526, over 16695.03 utterances.], batch size: 51, lr: 6.54e-04
2022-08-22 12:39:58,511 INFO [train.py:927] (4/8) Epoch 4, batch 22200, giga_loss[loss=0.2442, simple_loss=0.3244, pruned_loss=0.08201, over 12379.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03803, over 113.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3191, pruned_loss=0.08269, over 2472152.64 frames. utt_duration=653.7 frames, utt_pad_proportion=0.05372, over 15161.71 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3238, pruned_loss=0.09266, over 2467442.51 frames. utt_duration=1217 frames, utt_pad_proportion=0.07521, over 8120.31 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3191, pruned_loss=0.0818, over 2473167.70 frames. utt_duration=613.8 frames, utt_pad_proportion=0.05232, over 16155.60 utterances.], batch size: 113, lr: 6.54e-04
2022-08-22 12:41:40,011 INFO [train.py:927] (4/8) Epoch 4, batch 22250, giga_loss[loss=0.209, simple_loss=0.2911, pruned_loss=0.06344, over 12450.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03366, over 86.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3183, pruned_loss=0.08224, over 2472603.52 frames. utt_duration=653.1 frames, utt_pad_proportion=0.05119, over 15179.27 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.324, pruned_loss=0.09244, over 2467755.20 frames. utt_duration=1217 frames, utt_pad_proportion=0.07416, over 8120.01 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3181, pruned_loss=0.08146, over 2473279.13 frames. utt_duration=613.5 frames, utt_pad_proportion=0.05037, over 16165.39 utterances.], batch size: 86, lr: 6.54e-04
2022-08-22 12:43:22,632 INFO [train.py:927] (4/8) Epoch 4, batch 22300, giga_loss[loss=0.2299, simple_loss=0.2986, pruned_loss=0.08058, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05005, over 34.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3156, pruned_loss=0.08149, over 2472069.15 frames. utt_duration=674.8 frames, utt_pad_proportion=0.0487, over 14687.02 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3237, pruned_loss=0.09241, over 2468027.65 frames. utt_duration=1222 frames, utt_pad_proportion=0.07251, over 8086.76 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3155, pruned_loss=0.08061, over 2472478.82 frames. utt_duration=631.6 frames, utt_pad_proportion=0.04864, over 15695.64 utterances.], batch size: 34, lr: 6.54e-04
2022-08-22 12:45:03,614 INFO [train.py:927] (4/8) Epoch 4, batch 22350, giga_loss[loss=0.194, simple_loss=0.278, pruned_loss=0.055, over 12386.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03003, over 58.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3127, pruned_loss=0.08082, over 2471706.04 frames. utt_duration=667.7 frames, utt_pad_proportion=0.05059, over 14840.27 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3229, pruned_loss=0.09213, over 2467898.19 frames. utt_duration=1229 frames, utt_pad_proportion=0.07094, over 8040.74 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3131, pruned_loss=0.08007, over 2472257.61 frames. utt_duration=624.7 frames, utt_pad_proportion=0.0509, over 15869.40 utterances.], batch size: 58, lr: 6.53e-04
2022-08-22 12:46:46,202 INFO [train.py:927] (4/8) Epoch 4, batch 22400, giga_loss[loss=0.2276, simple_loss=0.2935, pruned_loss=0.0808, over 12345.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3097, pruned_loss=0.08028, over 2472016.29 frames. utt_duration=630.9 frames, utt_pad_proportion=0.05652, over 15711.08 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3225, pruned_loss=0.09196, over 2467801.98 frames. utt_duration=1232 frames, utt_pad_proportion=0.07048, over 8020.38 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3103, pruned_loss=0.07973, over 2472558.74 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05659, over 16600.76 utterances.], batch size: 97, lr: 6.53e-04
2022-08-22 12:48:26,621 INFO [train.py:927] (4/8) Epoch 4, batch 22450, libri_loss[loss=0.2858, simple_loss=0.3595, pruned_loss=0.106, over 12258.00 frames. utt_duration=963 frames, utt_pad_proportion=0.06865, over 51.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.308, pruned_loss=0.07944, over 2472190.63 frames. utt_duration=620 frames, utt_pad_proportion=0.05915, over 15988.41 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3234, pruned_loss=0.09217, over 2467977.88 frames. utt_duration=1221 frames, utt_pad_proportion=0.07318, over 8093.27 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3072, pruned_loss=0.07846, over 2472566.60 frames. utt_duration=588.8 frames, utt_pad_proportion=0.0576, over 16839.07 utterances.], batch size: 51, lr: 6.53e-04
2022-08-22 12:50:06,702 INFO [train.py:927] (4/8) Epoch 4, batch 22500, giga_loss[loss=0.1901, simple_loss=0.2786, pruned_loss=0.0508, over 12439.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03197, over 75.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3082, pruned_loss=0.0789, over 2471713.44 frames. utt_duration=596.9 frames, utt_pad_proportion=0.06352, over 16606.59 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3229, pruned_loss=0.09191, over 2468000.43 frames. utt_duration=1226 frames, utt_pad_proportion=0.07158, over 8058.90 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3075, pruned_loss=0.07798, over 2472113.69 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06264, over 17536.28 utterances.], batch size: 75, lr: 6.53e-04
2022-08-22 12:51:48,633 INFO [train.py:927] (4/8) Epoch 4, batch 22550, giga_loss[loss=0.3111, simple_loss=0.3704, pruned_loss=0.1259, over 12396.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3098, pruned_loss=0.07944, over 2472072.92 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06339, over 17358.84 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3226, pruned_loss=0.09182, over 2467860.72 frames. utt_duration=1220 frames, utt_pad_proportion=0.07478, over 8102.07 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3093, pruned_loss=0.07853, over 2472603.75 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06148, over 18263.12 utterances.], batch size: 259, lr: 6.53e-04
2022-08-22 12:53:27,776 INFO [train.py:927] (4/8) Epoch 4, batch 22600, giga_loss[loss=0.2053, simple_loss=0.2936, pruned_loss=0.05852, over 12460.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03485, over 86.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3085, pruned_loss=0.07758, over 2472908.28 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06676, over 18356.59 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3222, pruned_loss=0.09171, over 2467833.34 frames. utt_duration=1224 frames, utt_pad_proportion=0.07402, over 8072.69 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3083, pruned_loss=0.07678, over 2473393.05 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06542, over 19221.24 utterances.], batch size: 86, lr: 6.53e-04
2022-08-22 12:55:10,040 INFO [train.py:927] (4/8) Epoch 4, batch 22650, giga_loss[loss=0.2392, simple_loss=0.3184, pruned_loss=0.07998, over 12451.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0373, over 123.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.309, pruned_loss=0.07728, over 2472848.43 frames. utt_duration=556 frames, utt_pad_proportion=0.06574, over 17838.71 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.323, pruned_loss=0.09199, over 2467657.96 frames. utt_duration=1214 frames, utt_pad_proportion=0.07761, over 8142.50 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3077, pruned_loss=0.07602, over 2473541.79 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06315, over 18742.77 utterances.], batch size: 123, lr: 6.53e-04
2022-08-22 12:56:51,313 INFO [train.py:927] (4/8) Epoch 4, batch 22700, giga_loss[loss=0.2437, simple_loss=0.317, pruned_loss=0.08519, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03039, over 48.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3107, pruned_loss=0.07855, over 2472732.60 frames. utt_duration=571.1 frames, utt_pad_proportion=0.0635, over 17365.84 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3229, pruned_loss=0.09192, over 2467905.62 frames. utt_duration=1218 frames, utt_pad_proportion=0.0749, over 8114.74 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3092, pruned_loss=0.07702, over 2473273.88 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06239, over 18520.48 utterances.], batch size: 48, lr: 6.52e-04
2022-08-22 12:58:31,277 INFO [train.py:927] (4/8) Epoch 4, batch 22750, giga_loss[loss=0.2459, simple_loss=0.3245, pruned_loss=0.08365, over 12380.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05272, over 161.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3124, pruned_loss=0.07938, over 2472007.71 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06322, over 17094.41 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3225, pruned_loss=0.09169, over 2467492.66 frames. utt_duration=1223 frames, utt_pad_proportion=0.07352, over 8077.19 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3115, pruned_loss=0.0781, over 2472931.84 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06278, over 18256.63 utterances.], batch size: 161, lr: 6.52e-04
2022-08-22 13:00:10,934 INFO [train.py:927] (4/8) Epoch 4, batch 22800, giga_loss[loss=0.2123, simple_loss=0.301, pruned_loss=0.0618, over 12455.00 frames. utt_duration=543 frames, utt_pad_proportion=0.03201, over 92.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3128, pruned_loss=0.07907, over 2472512.35 frames. utt_duration=586.1 frames, utt_pad_proportion=0.06016, over 16916.85 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3224, pruned_loss=0.09163, over 2467414.06 frames. utt_duration=1224 frames, utt_pad_proportion=0.07302, over 8074.39 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.312, pruned_loss=0.07799, over 2473371.89 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06013, over 17919.27 utterances.], batch size: 92, lr: 6.52e-04
2022-08-22 13:01:54,257 INFO [train.py:927] (4/8) Epoch 4, batch 22850, giga_loss[loss=0.236, simple_loss=0.3134, pruned_loss=0.07923, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03281, over 105.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3131, pruned_loss=0.07886, over 2472402.22 frames. utt_duration=600.6 frames, utt_pad_proportion=0.05698, over 16506.96 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3226, pruned_loss=0.0917, over 2467307.90 frames. utt_duration=1216 frames, utt_pad_proportion=0.07563, over 8127.64 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3121, pruned_loss=0.07768, over 2473292.08 frames. utt_duration=568.5 frames, utt_pad_proportion=0.056, over 17447.49 utterances.], batch size: 105, lr: 6.52e-04
2022-08-22 13:03:33,095 INFO [train.py:927] (4/8) Epoch 4, batch 22900, giga_loss[loss=0.2449, simple_loss=0.3199, pruned_loss=0.08495, over 12393.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05108, over 161.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3148, pruned_loss=0.07917, over 2473805.85 frames. utt_duration=606.4 frames, utt_pad_proportion=0.05678, over 16358.33 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3257, pruned_loss=0.09252, over 2467611.54 frames. utt_duration=1210 frames, utt_pad_proportion=0.07578, over 8170.84 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3106, pruned_loss=0.07698, over 2474427.54 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05559, over 17343.79 utterances.], batch size: 161, lr: 6.52e-04
2022-08-22 13:05:11,308 INFO [train.py:927] (4/8) Epoch 4, batch 22950, giga_loss[loss=0.2521, simple_loss=0.3362, pruned_loss=0.08405, over 12391.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03583, over 80.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.314, pruned_loss=0.07905, over 2473612.33 frames. utt_duration=615.4 frames, utt_pad_proportion=0.05573, over 16118.64 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3259, pruned_loss=0.09256, over 2468192.42 frames. utt_duration=1210 frames, utt_pad_proportion=0.07388, over 8167.90 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3099, pruned_loss=0.07663, over 2473865.42 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05525, over 17291.48 utterances.], batch size: 80, lr: 6.52e-04
2022-08-22 13:06:50,397 INFO [train.py:927] (4/8) Epoch 4, batch 23000, libri_loss[loss=0.2761, simple_loss=0.3402, pruned_loss=0.106, over 12362.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.009366, over 38.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3142, pruned_loss=0.07832, over 2473540.37 frames. utt_duration=620 frames, utt_pad_proportion=0.05266, over 15998.50 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3257, pruned_loss=0.09254, over 2467967.83 frames. utt_duration=1210 frames, utt_pad_proportion=0.07323, over 8170.28 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3106, pruned_loss=0.07588, over 2474150.16 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05243, over 17236.66 utterances.], batch size: 38, lr: 6.51e-04
2022-08-22 13:08:29,840 INFO [train.py:927] (4/8) Epoch 4, batch 23050, giga_loss[loss=0.2156, simple_loss=0.2826, pruned_loss=0.07431, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0309, over 42.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3137, pruned_loss=0.07923, over 2473846.79 frames. utt_duration=609.5 frames, utt_pad_proportion=0.05082, over 16275.54 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3259, pruned_loss=0.09307, over 2468166.75 frames. utt_duration=1214 frames, utt_pad_proportion=0.07185, over 8139.43 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3103, pruned_loss=0.07646, over 2474279.74 frames. utt_duration=568.1 frames, utt_pad_proportion=0.05113, over 17469.07 utterances.], batch size: 42, lr: 6.51e-04
2022-08-22 13:10:08,940 INFO [train.py:927] (4/8) Epoch 4, batch 23100, giga_loss[loss=0.2401, simple_loss=0.3151, pruned_loss=0.08256, over 12443.00 frames. utt_duration=542.6 frames, utt_pad_proportion=0.03272, over 92.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3115, pruned_loss=0.07934, over 2474644.91 frames. utt_duration=601.9 frames, utt_pad_proportion=0.04924, over 16486.65 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3258, pruned_loss=0.09306, over 2468359.51 frames. utt_duration=1216 frames, utt_pad_proportion=0.07104, over 8126.61 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3087, pruned_loss=0.07691, over 2474917.38 frames. utt_duration=564.3 frames, utt_pad_proportion=0.04977, over 17591.41 utterances.], batch size: 92, lr: 6.51e-04
2022-08-22 13:11:51,197 INFO [train.py:927] (4/8) Epoch 4, batch 23150, giga_loss[loss=0.2291, simple_loss=0.3078, pruned_loss=0.07523, over 12362.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03113, over 85.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3083, pruned_loss=0.07841, over 2474173.54 frames. utt_duration=583.6 frames, utt_pad_proportion=0.05078, over 17003.24 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3257, pruned_loss=0.0931, over 2468199.71 frames. utt_duration=1218 frames, utt_pad_proportion=0.07081, over 8115.98 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3062, pruned_loss=0.07641, over 2474558.53 frames. utt_duration=554 frames, utt_pad_proportion=0.05117, over 17915.95 utterances.], batch size: 85, lr: 6.51e-04
2022-08-22 13:13:32,041 INFO [train.py:927] (4/8) Epoch 4, batch 23200, giga_loss[loss=0.1952, simple_loss=0.2749, pruned_loss=0.05776, over 12171.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03495, over 39.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3048, pruned_loss=0.07694, over 2473706.11 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05501, over 16609.20 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3268, pruned_loss=0.09363, over 2468295.00 frames. utt_duration=1194 frames, utt_pad_proportion=0.0788, over 8280.23 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3019, pruned_loss=0.07465, over 2474032.60 frames. utt_duration=572 frames, utt_pad_proportion=0.05168, over 17345.63 utterances.], batch size: 39, lr: 6.51e-04
2022-08-22 13:15:11,494 INFO [train.py:927] (4/8) Epoch 4, batch 23250, giga_loss[loss=0.2183, simple_loss=0.2919, pruned_loss=0.07228, over 12201.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03101, over 42.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3022, pruned_loss=0.07565, over 2474465.03 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05196, over 16273.15 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3265, pruned_loss=0.09363, over 2468587.15 frames. utt_duration=1199 frames, utt_pad_proportion=0.07765, over 8246.89 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.2997, pruned_loss=0.07354, over 2474563.44 frames. utt_duration=582.8 frames, utt_pad_proportion=0.0497, over 17028.41 utterances.], batch size: 42, lr: 6.51e-04
2022-08-22 13:16:51,611 INFO [train.py:927] (4/8) Epoch 4, batch 23300, giga_loss[loss=0.2997, simple_loss=0.369, pruned_loss=0.1152, over 12395.00 frames. utt_duration=343.5 frames, utt_pad_proportion=0.03771, over 145.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3059, pruned_loss=0.07759, over 2474225.37 frames. utt_duration=584.1 frames, utt_pad_proportion=0.05291, over 16986.91 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3266, pruned_loss=0.09371, over 2468614.22 frames. utt_duration=1198 frames, utt_pad_proportion=0.07744, over 8251.65 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3038, pruned_loss=0.0758, over 2474304.61 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05121, over 17611.51 utterances.], batch size: 145, lr: 6.50e-04
2022-08-22 13:18:33,015 INFO [train.py:927] (4/8) Epoch 4, batch 23350, giga_loss[loss=0.2258, simple_loss=0.3131, pruned_loss=0.06927, over 12375.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02785, over 70.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3091, pruned_loss=0.07876, over 2473708.18 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05271, over 17332.33 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3262, pruned_loss=0.09338, over 2468354.87 frames. utt_duration=1203 frames, utt_pad_proportion=0.07535, over 8215.05 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3071, pruned_loss=0.07705, over 2474202.42 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05188, over 18187.68 utterances.], batch size: 70, lr: 6.50e-04
2022-08-22 13:20:17,159 INFO [train.py:927] (4/8) Epoch 4, batch 23400, giga_loss[loss=0.2286, simple_loss=0.3075, pruned_loss=0.07486, over 12238.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03883, over 28.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3126, pruned_loss=0.08085, over 2474206.27 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05351, over 17187.77 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3267, pruned_loss=0.09366, over 2468362.76 frames. utt_duration=1205 frames, utt_pad_proportion=0.0746, over 8202.82 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3103, pruned_loss=0.07906, over 2474662.64 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05301, over 18000.38 utterances.], batch size: 28, lr: 6.50e-04
2022-08-22 13:22:03,936 INFO [train.py:927] (4/8) Epoch 4, batch 23450, giga_loss[loss=0.2724, simple_loss=0.3408, pruned_loss=0.1019, over 12354.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02913, over 91.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3192, pruned_loss=0.08554, over 2474027.92 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05433, over 17178.91 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3266, pruned_loss=0.09367, over 2468463.67 frames. utt_duration=1208 frames, utt_pad_proportion=0.07357, over 8186.93 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3172, pruned_loss=0.08386, over 2474411.54 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05414, over 18035.07 utterances.], batch size: 91, lr: 6.50e-04
2022-08-22 13:23:45,515 INFO [train.py:927] (4/8) Epoch 4, batch 23500, giga_loss[loss=0.2917, simple_loss=0.363, pruned_loss=0.1102, over 12312.00 frames. utt_duration=850.6 frames, utt_pad_proportion=0.03454, over 58.00 utterances.], tot_loss[loss=0.257, simple_loss=0.328, pruned_loss=0.093, over 2474017.18 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06435, over 18778.72 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3272, pruned_loss=0.0942, over 2468655.16 frames. utt_duration=1192 frames, utt_pad_proportion=0.07796, over 8292.89 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3258, pruned_loss=0.0911, over 2474262.51 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06186, over 19603.55 utterances.], batch size: 58, lr: 6.50e-04
2022-08-22 13:25:35,007 INFO [train.py:927] (4/8) Epoch 4, batch 23550, giga_loss[loss=0.2882, simple_loss=0.3538, pruned_loss=0.1113, over 12370.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03333, over 122.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3339, pruned_loss=0.09697, over 2474541.96 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06754, over 18397.71 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3282, pruned_loss=0.09462, over 2468781.09 frames. utt_duration=1184 frames, utt_pad_proportion=0.08078, over 8354.03 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3313, pruned_loss=0.09509, over 2474800.18 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06391, over 19325.97 utterances.], batch size: 122, lr: 6.50e-04
2022-08-22 13:27:19,376 INFO [train.py:927] (4/8) Epoch 4, batch 23600, giga_loss[loss=0.4521, simple_loss=0.4557, pruned_loss=0.2242, over 12381.00 frames. utt_duration=191.2 frames, utt_pad_proportion=0.1146, over 261.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3381, pruned_loss=0.1015, over 2474514.48 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06589, over 18755.63 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3276, pruned_loss=0.0942, over 2468818.55 frames. utt_duration=1191 frames, utt_pad_proportion=0.07837, over 8299.31 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3369, pruned_loss=0.1005, over 2474919.82 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06383, over 19986.50 utterances.], batch size: 261, lr: 6.49e-04
2022-08-22 13:29:05,311 INFO [train.py:927] (4/8) Epoch 4, batch 23650, giga_loss[loss=0.4, simple_loss=0.4076, pruned_loss=0.1962, over 12349.00 frames. utt_duration=132.7 frames, utt_pad_proportion=0.2194, over 376.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.344, pruned_loss=0.1076, over 2474495.04 frames. utt_duration=494 frames, utt_pad_proportion=0.0672, over 20097.82 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.327, pruned_loss=0.09385, over 2468380.67 frames. utt_duration=1199 frames, utt_pad_proportion=0.07669, over 8248.05 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.344, pruned_loss=0.1074, over 2475360.37 frames. utt_duration=463.7 frames, utt_pad_proportion=0.06604, over 21423.83 utterances.], batch size: 376, lr: 6.49e-04
2022-08-22 13:30:54,803 INFO [train.py:927] (4/8) Epoch 4, batch 23700, giga_loss[loss=0.3165, simple_loss=0.3693, pruned_loss=0.1319, over 12440.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05102, over 162.00 utterances.], tot_loss[loss=0.284, simple_loss=0.347, pruned_loss=0.1105, over 2474729.99 frames. utt_duration=470.2 frames, utt_pad_proportion=0.0687, over 21117.66 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3265, pruned_loss=0.09361, over 2468090.40 frames. utt_duration=1204 frames, utt_pad_proportion=0.0756, over 8212.36 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3478, pruned_loss=0.1108, over 2475768.28 frames. utt_duration=443 frames, utt_pad_proportion=0.06807, over 22427.98 utterances.], batch size: 162, lr: 6.49e-04
2022-08-22 13:32:39,979 INFO [train.py:927] (4/8) Epoch 4, batch 23750, giga_loss[loss=0.2767, simple_loss=0.3453, pruned_loss=0.104, over 12392.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02627, over 48.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3453, pruned_loss=0.1097, over 2475359.42 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07084, over 20919.33 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3258, pruned_loss=0.09322, over 2467970.43 frames. utt_duration=1208 frames, utt_pad_proportion=0.0742, over 8181.44 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.347, pruned_loss=0.1107, over 2476447.69 frames. utt_duration=446 frames, utt_pad_proportion=0.07069, over 22285.62 utterances.], batch size: 48, lr: 6.49e-04
2022-08-22 13:34:21,616 INFO [train.py:927] (4/8) Epoch 4, batch 23800, giga_loss[loss=0.25, simple_loss=0.3188, pruned_loss=0.09057, over 12322.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02815, over 74.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.346, pruned_loss=0.1098, over 2475306.46 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07602, over 21381.41 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3256, pruned_loss=0.09321, over 2468239.33 frames. utt_duration=1209 frames, utt_pad_proportion=0.07368, over 8173.51 utterances.], giga_tot_loss[loss=0.2852, simple_loss=0.3482, pruned_loss=0.1111, over 2476181.78 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07581, over 22912.76 utterances.], batch size: 74, lr: 6.49e-04
2022-08-22 13:36:04,688 INFO [train.py:927] (4/8) Epoch 4, batch 23850, giga_loss[loss=0.3303, simple_loss=0.3682, pruned_loss=0.1462, over 12347.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1817, over 361.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3461, pruned_loss=0.1094, over 2474673.90 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07832, over 22051.38 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3254, pruned_loss=0.09308, over 2468005.60 frames. utt_duration=1213 frames, utt_pad_proportion=0.07254, over 8148.39 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3486, pruned_loss=0.1111, over 2475798.80 frames. utt_duration=418.2 frames, utt_pad_proportion=0.07843, over 23762.22 utterances.], batch size: 361, lr: 6.49e-04
2022-08-22 13:37:49,828 INFO [train.py:927] (4/8) Epoch 4, batch 23900, giga_loss[loss=0.3204, simple_loss=0.3644, pruned_loss=0.1382, over 12400.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3454, pruned_loss=0.1073, over 2474101.24 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07912, over 22635.80 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3256, pruned_loss=0.09318, over 2468203.50 frames. utt_duration=1214 frames, utt_pad_proportion=0.07142, over 8141.45 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3476, pruned_loss=0.1089, over 2474926.53 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07951, over 24246.97 utterances.], batch size: 259, lr: 6.49e-04
2022-08-22 13:39:32,310 INFO [train.py:927] (4/8) Epoch 4, batch 23950, giga_loss[loss=0.2566, simple_loss=0.3251, pruned_loss=0.09403, over 12377.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04033, over 113.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3422, pruned_loss=0.1046, over 2474084.53 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07779, over 22380.09 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3256, pruned_loss=0.09312, over 2468062.25 frames. utt_duration=1218 frames, utt_pad_proportion=0.07045, over 8117.92 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3443, pruned_loss=0.1061, over 2474949.15 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07852, over 23935.25 utterances.], batch size: 113, lr: 6.48e-04
2022-08-22 13:41:18,727 INFO [train.py:927] (4/8) Epoch 4, batch 24000, libri_loss[loss=0.2577, simple_loss=0.3292, pruned_loss=0.09311, over 12314.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006466, over 36.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3406, pruned_loss=0.103, over 2475025.00 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07289, over 21648.58 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3255, pruned_loss=0.09307, over 2468256.06 frames. utt_duration=1221 frames, utt_pad_proportion=0.06939, over 8092.78 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3427, pruned_loss=0.1044, over 2475662.97 frames. utt_duration=429 frames, utt_pad_proportion=0.07416, over 23163.28 utterances.], batch size: 36, lr: 6.48e-04
2022-08-22 13:41:18,730 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 13:41:32,430 INFO [train.py:967] (4/8) Epoch 4, validation: loss=0.1919, simple_loss=0.3014, pruned_loss=0.04118, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 13:43:27,551 INFO [train.py:927] (4/8) Epoch 4, batch 24050, libri_loss[loss=0.2527, simple_loss=0.3171, pruned_loss=0.09418, over 12345.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005811, over 33.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3396, pruned_loss=0.1014, over 2474869.51 frames. utt_duration=459.6 frames, utt_pad_proportion=0.06861, over 21605.78 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3253, pruned_loss=0.09294, over 2467988.94 frames. utt_duration=1225 frames, utt_pad_proportion=0.06877, over 8066.55 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3416, pruned_loss=0.1027, over 2475733.82 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07007, over 23025.10 utterances.], batch size: 33, lr: 6.48e-04
2022-08-22 13:45:12,388 INFO [train.py:927] (4/8) Epoch 4, batch 24100, giga_loss[loss=0.282, simple_loss=0.3564, pruned_loss=0.1038, over 12419.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03354, over 80.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3401, pruned_loss=0.0996, over 2474674.20 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06796, over 21130.58 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3253, pruned_loss=0.0928, over 2467555.40 frames. utt_duration=1231 frames, utt_pad_proportion=0.06785, over 8027.52 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3419, pruned_loss=0.101, over 2475897.25 frames. utt_duration=440.7 frames, utt_pad_proportion=0.0695, over 22544.60 utterances.], batch size: 80, lr: 6.48e-04
2022-08-22 13:46:54,832 INFO [train.py:927] (4/8) Epoch 4, batch 24150, giga_loss[loss=0.2451, simple_loss=0.3204, pruned_loss=0.08485, over 12335.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.0311, over 70.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3406, pruned_loss=0.09968, over 2474905.70 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06549, over 20170.46 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3259, pruned_loss=0.09284, over 2467843.40 frames. utt_duration=1236 frames, utt_pad_proportion=0.06627, over 7998.97 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.342, pruned_loss=0.1009, over 2475812.58 frames. utt_duration=458.5 frames, utt_pad_proportion=0.06744, over 21665.51 utterances.], batch size: 70, lr: 6.48e-04
2022-08-22 13:48:37,107 INFO [train.py:927] (4/8) Epoch 4, batch 24200, giga_loss[loss=0.2588, simple_loss=0.334, pruned_loss=0.09179, over 12356.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.02851, over 85.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3379, pruned_loss=0.09885, over 2474664.86 frames. utt_duration=516.1 frames, utt_pad_proportion=0.0631, over 19235.23 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3257, pruned_loss=0.09281, over 2467565.57 frames. utt_duration=1240 frames, utt_pad_proportion=0.06421, over 7972.28 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3398, pruned_loss=0.1002, over 2475997.08 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06566, over 21025.36 utterances.], batch size: 85, lr: 6.48e-04
2022-08-22 13:50:23,488 INFO [train.py:927] (4/8) Epoch 4, batch 24250, giga_loss[loss=0.2378, simple_loss=0.3191, pruned_loss=0.07822, over 12343.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03341, over 97.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3363, pruned_loss=0.09764, over 2475317.01 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06227, over 18939.20 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3258, pruned_loss=0.09291, over 2467863.27 frames. utt_duration=1237 frames, utt_pad_proportion=0.06401, over 7988.90 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.338, pruned_loss=0.09872, over 2476246.68 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06445, over 20540.67 utterances.], batch size: 97, lr: 6.47e-04
2022-08-22 13:52:09,327 INFO [train.py:927] (4/8) Epoch 4, batch 24300, giga_loss[loss=0.2659, simple_loss=0.3427, pruned_loss=0.09456, over 12339.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3364, pruned_loss=0.09668, over 2475143.19 frames. utt_duration=523 frames, utt_pad_proportion=0.06152, over 18982.87 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3259, pruned_loss=0.09291, over 2467933.72 frames. utt_duration=1239 frames, utt_pad_proportion=0.06325, over 7976.14 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3378, pruned_loss=0.09759, over 2475911.96 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06356, over 20400.33 utterances.], batch size: 62, lr: 6.47e-04
2022-08-22 13:53:53,011 INFO [train.py:927] (4/8) Epoch 4, batch 24350, giga_loss[loss=0.2495, simple_loss=0.3224, pruned_loss=0.08834, over 12402.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03991, over 133.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3352, pruned_loss=0.09674, over 2475199.21 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06414, over 19182.06 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3261, pruned_loss=0.09292, over 2468015.30 frames. utt_duration=1240 frames, utt_pad_proportion=0.06223, over 7973.80 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3365, pruned_loss=0.09756, over 2475940.66 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06597, over 20634.40 utterances.], batch size: 133, lr: 6.47e-04
2022-08-22 13:55:37,502 INFO [train.py:927] (4/8) Epoch 4, batch 24400, libri_loss[loss=0.2315, simple_loss=0.297, pruned_loss=0.08301, over 12200.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.0078, over 30.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3333, pruned_loss=0.09683, over 2474729.88 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06535, over 19061.80 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3256, pruned_loss=0.09295, over 2467976.18 frames. utt_duration=1245 frames, utt_pad_proportion=0.06091, over 7940.89 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.335, pruned_loss=0.09756, over 2475553.74 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06725, over 20566.96 utterances.], batch size: 30, lr: 6.47e-04
2022-08-22 13:57:22,269 INFO [train.py:927] (4/8) Epoch 4, batch 24450, giga_loss[loss=0.2268, simple_loss=0.306, pruned_loss=0.07378, over 12407.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04335, over 31.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3313, pruned_loss=0.09611, over 2474717.11 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07128, over 19258.72 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3256, pruned_loss=0.09268, over 2467899.64 frames. utt_duration=1249 frames, utt_pad_proportion=0.05984, over 7915.61 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3328, pruned_loss=0.09702, over 2475603.26 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07283, over 20741.90 utterances.], batch size: 31, lr: 6.47e-04
2022-08-22 13:59:06,643 INFO [train.py:927] (4/8) Epoch 4, batch 24500, giga_loss[loss=0.218, simple_loss=0.3044, pruned_loss=0.06581, over 12419.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.02682, over 62.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3307, pruned_loss=0.09591, over 2474697.63 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07091, over 19447.86 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3254, pruned_loss=0.09257, over 2467848.41 frames. utt_duration=1249 frames, utt_pad_proportion=0.05951, over 7912.50 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3321, pruned_loss=0.09675, over 2475497.70 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07231, over 20723.01 utterances.], batch size: 62, lr: 6.47e-04
2022-08-22 14:00:49,231 INFO [train.py:927] (4/8) Epoch 4, batch 24550, giga_loss[loss=0.3123, simple_loss=0.383, pruned_loss=0.1208, over 12274.00 frames. utt_duration=847.8 frames, utt_pad_proportion=0.03878, over 58.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3318, pruned_loss=0.09582, over 2474664.43 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07164, over 19557.85 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3255, pruned_loss=0.09255, over 2468209.56 frames. utt_duration=1240 frames, utt_pad_proportion=0.06215, over 7973.27 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3329, pruned_loss=0.09662, over 2475146.45 frames. utt_duration=477.9 frames, utt_pad_proportion=0.072, over 20780.46 utterances.], batch size: 58, lr: 6.46e-04
2022-08-22 14:02:33,870 INFO [train.py:927] (4/8) Epoch 4, batch 24600, giga_loss[loss=0.2837, simple_loss=0.3432, pruned_loss=0.1121, over 12359.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.0349, over 104.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3311, pruned_loss=0.09464, over 2473624.74 frames. utt_duration=528.1 frames, utt_pad_proportion=0.06838, over 18787.34 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3258, pruned_loss=0.09255, over 2467987.84 frames. utt_duration=1247 frames, utt_pad_proportion=0.06081, over 7928.75 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3319, pruned_loss=0.09532, over 2474376.28 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06943, over 20110.79 utterances.], batch size: 104, lr: 6.46e-04
2022-08-22 14:04:19,742 INFO [train.py:927] (4/8) Epoch 4, batch 24650, libri_loss[loss=0.2159, simple_loss=0.3052, pruned_loss=0.06329, over 12403.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008743, over 30.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3334, pruned_loss=0.09661, over 2474399.04 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06877, over 19131.23 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3261, pruned_loss=0.09239, over 2468116.73 frames. utt_duration=1250 frames, utt_pad_proportion=0.0597, over 7907.63 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3339, pruned_loss=0.09737, over 2475013.24 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07001, over 20448.92 utterances.], batch size: 30, lr: 6.46e-04
2022-08-22 14:06:05,466 INFO [train.py:927] (4/8) Epoch 4, batch 24700, giga_loss[loss=0.3051, simple_loss=0.3606, pruned_loss=0.1249, over 12428.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05438, over 162.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3351, pruned_loss=0.09963, over 2474110.79 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07687, over 20265.63 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3259, pruned_loss=0.09243, over 2467942.86 frames. utt_duration=1255 frames, utt_pad_proportion=0.05858, over 7878.21 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3359, pruned_loss=0.1003, over 2474898.70 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07783, over 21617.51 utterances.], batch size: 162, lr: 6.46e-04
2022-08-22 14:07:50,838 INFO [train.py:927] (4/8) Epoch 4, batch 24750, giga_loss[loss=0.2909, simple_loss=0.3501, pruned_loss=0.1159, over 12413.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03921, over 133.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3354, pruned_loss=0.1, over 2474017.33 frames. utt_duration=475.1 frames, utt_pad_proportion=0.08034, over 20892.94 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3261, pruned_loss=0.09264, over 2468065.86 frames. utt_duration=1243 frames, utt_pad_proportion=0.06246, over 7951.45 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3359, pruned_loss=0.1004, over 2474588.58 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07972, over 21998.19 utterances.], batch size: 133, lr: 6.46e-04
2022-08-22 14:09:33,824 INFO [train.py:927] (4/8) Epoch 4, batch 24800, giga_loss[loss=0.2415, simple_loss=0.3174, pruned_loss=0.08276, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03682, over 105.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3348, pruned_loss=0.09873, over 2474322.31 frames. utt_duration=476 frames, utt_pad_proportion=0.07721, over 20859.26 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.326, pruned_loss=0.0926, over 2468348.54 frames. utt_duration=1244 frames, utt_pad_proportion=0.06196, over 7944.95 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3354, pruned_loss=0.09916, over 2474581.18 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07707, over 21842.63 utterances.], batch size: 105, lr: 6.46e-04
2022-08-22 14:11:21,773 INFO [train.py:927] (4/8) Epoch 4, batch 24850, giga_loss[loss=0.274, simple_loss=0.3424, pruned_loss=0.1029, over 12380.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03013, over 97.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3318, pruned_loss=0.09687, over 2474304.96 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07381, over 20288.68 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3257, pruned_loss=0.09238, over 2468278.75 frames. utt_duration=1244 frames, utt_pad_proportion=0.06115, over 7948.52 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3328, pruned_loss=0.09764, over 2474843.37 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07438, over 21613.15 utterances.], batch size: 97, lr: 6.46e-04
2022-08-22 14:13:05,515 INFO [train.py:927] (4/8) Epoch 4, batch 24900, giga_loss[loss=0.2725, simple_loss=0.3457, pruned_loss=0.0996, over 12422.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03902, over 105.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3316, pruned_loss=0.0968, over 2474483.37 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07409, over 20320.99 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3255, pruned_loss=0.09234, over 2468328.75 frames. utt_duration=1246 frames, utt_pad_proportion=0.06071, over 7933.08 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3327, pruned_loss=0.09748, over 2474919.95 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07472, over 21491.77 utterances.], batch size: 105, lr: 6.45e-04
2022-08-22 14:14:53,203 INFO [train.py:927] (4/8) Epoch 4, batch 24950, giga_loss[loss=0.2263, simple_loss=0.3118, pruned_loss=0.07042, over 12401.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02874, over 58.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3353, pruned_loss=0.09652, over 2474322.04 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06862, over 20064.84 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3256, pruned_loss=0.09222, over 2468629.94 frames. utt_duration=1248 frames, utt_pad_proportion=0.05929, over 7924.16 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3362, pruned_loss=0.09729, over 2474539.44 frames. utt_duration=465.4 frames, utt_pad_proportion=0.06998, over 21336.92 utterances.], batch size: 58, lr: 6.45e-04
2022-08-22 14:16:36,533 INFO [train.py:927] (4/8) Epoch 4, batch 25000, giga_loss[loss=0.2306, simple_loss=0.3057, pruned_loss=0.07779, over 12362.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02881, over 70.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3359, pruned_loss=0.09683, over 2473913.62 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06848, over 19797.51 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.325, pruned_loss=0.09176, over 2468408.63 frames. utt_duration=1245 frames, utt_pad_proportion=0.05896, over 7939.61 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3375, pruned_loss=0.09804, over 2474503.02 frames. utt_duration=466.2 frames, utt_pad_proportion=0.06987, over 21299.35 utterances.], batch size: 70, lr: 6.45e-04
2022-08-22 14:18:20,328 INFO [train.py:927] (4/8) Epoch 4, batch 25050, giga_loss[loss=0.3213, simple_loss=0.3676, pruned_loss=0.1375, over 12357.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2077, over 371.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3374, pruned_loss=0.09893, over 2473718.26 frames. utt_duration=485 frames, utt_pad_proportion=0.07781, over 20464.50 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.325, pruned_loss=0.09183, over 2468372.84 frames. utt_duration=1246 frames, utt_pad_proportion=0.05852, over 7933.25 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3389, pruned_loss=0.09988, over 2474272.82 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07855, over 21770.27 utterances.], batch size: 371, lr: 6.45e-04
2022-08-22 14:20:07,976 INFO [train.py:927] (4/8) Epoch 4, batch 25100, giga_loss[loss=0.2183, simple_loss=0.2897, pruned_loss=0.07348, over 12359.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04462, over 26.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3382, pruned_loss=0.09961, over 2473936.54 frames. utt_duration=485 frames, utt_pad_proportion=0.0791, over 20466.75 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3267, pruned_loss=0.0917, over 2468345.02 frames. utt_duration=1248 frames, utt_pad_proportion=0.05761, over 7920.66 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3381, pruned_loss=0.1006, over 2474501.59 frames. utt_duration=456.8 frames, utt_pad_proportion=0.08004, over 21737.77 utterances.], batch size: 26, lr: 6.45e-04
2022-08-22 14:21:52,724 INFO [train.py:927] (4/8) Epoch 4, batch 25150, giga_loss[loss=0.2761, simple_loss=0.3459, pruned_loss=0.1032, over 12456.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03644, over 105.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3365, pruned_loss=0.09953, over 2473909.04 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07748, over 19823.03 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3264, pruned_loss=0.09183, over 2468323.09 frames. utt_duration=1240 frames, utt_pad_proportion=0.06176, over 7971.59 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3369, pruned_loss=0.1004, over 2474489.01 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07696, over 21017.74 utterances.], batch size: 105, lr: 6.45e-04
2022-08-22 14:23:36,715 INFO [train.py:927] (4/8) Epoch 4, batch 25200, giga_loss[loss=0.2274, simple_loss=0.2963, pruned_loss=0.07931, over 12281.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02663, over 54.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3353, pruned_loss=0.09957, over 2474892.94 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07499, over 19805.75 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3257, pruned_loss=0.09165, over 2468452.45 frames. utt_duration=1245 frames, utt_pad_proportion=0.06063, over 7939.70 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3364, pruned_loss=0.1006, over 2475377.34 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07518, over 21045.74 utterances.], batch size: 54, lr: 6.44e-04
2022-08-22 14:25:21,213 INFO [train.py:927] (4/8) Epoch 4, batch 25250, giga_loss[loss=0.257, simple_loss=0.3374, pruned_loss=0.08832, over 12440.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.0304, over 80.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3329, pruned_loss=0.09791, over 2474269.56 frames. utt_duration=518 frames, utt_pad_proportion=0.07326, over 19162.24 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3252, pruned_loss=0.09144, over 2468153.83 frames. utt_duration=1240 frames, utt_pad_proportion=0.06317, over 7971.03 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3347, pruned_loss=0.0992, over 2475175.02 frames. utt_duration=482 frames, utt_pad_proportion=0.07293, over 20602.01 utterances.], batch size: 80, lr: 6.44e-04
2022-08-22 14:27:03,758 INFO [train.py:927] (4/8) Epoch 4, batch 25300, giga_loss[loss=0.2757, simple_loss=0.3498, pruned_loss=0.1008, over 12367.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03134, over 97.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3346, pruned_loss=0.09886, over 2474034.97 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07566, over 19446.23 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3254, pruned_loss=0.09173, over 2468208.78 frames. utt_duration=1217 frames, utt_pad_proportion=0.07181, over 8124.65 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3359, pruned_loss=0.09981, over 2474858.75 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07254, over 20721.47 utterances.], batch size: 97, lr: 6.44e-04
2022-08-22 14:28:55,173 INFO [train.py:927] (4/8) Epoch 4, batch 25350, giga_loss[loss=0.2611, simple_loss=0.3337, pruned_loss=0.0943, over 12365.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03626, over 122.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3355, pruned_loss=0.09951, over 2474246.68 frames. utt_duration=494.1 frames, utt_pad_proportion=0.08063, over 20090.87 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3254, pruned_loss=0.09173, over 2468208.78 frames. utt_duration=1217 frames, utt_pad_proportion=0.07181, over 8124.65 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3366, pruned_loss=0.1002, over 2474887.84 frames. utt_duration=471 frames, utt_pad_proportion=0.07802, over 21083.40 utterances.], batch size: 122, lr: 6.44e-04
2022-08-22 14:30:37,929 INFO [train.py:927] (4/8) Epoch 4, batch 25400, giga_loss[loss=0.3798, simple_loss=0.4043, pruned_loss=0.1777, over 12362.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2054, over 370.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.338, pruned_loss=0.09834, over 2473174.05 frames. utt_duration=502.4 frames, utt_pad_proportion=0.08034, over 19749.50 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3259, pruned_loss=0.09169, over 2467723.80 frames. utt_duration=1222 frames, utt_pad_proportion=0.0705, over 8086.89 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3387, pruned_loss=0.09911, over 2474284.66 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07876, over 20853.32 utterances.], batch size: 370, lr: 6.44e-04
2022-08-22 14:32:20,854 INFO [train.py:927] (4/8) Epoch 4, batch 25450, giga_loss[loss=0.2625, simple_loss=0.3291, pruned_loss=0.0979, over 12463.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04022, over 31.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3405, pruned_loss=0.1009, over 2474183.53 frames. utt_duration=489.7 frames, utt_pad_proportion=0.08072, over 20271.01 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3256, pruned_loss=0.09141, over 2467977.67 frames. utt_duration=1226 frames, utt_pad_proportion=0.06973, over 8064.74 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3415, pruned_loss=0.1018, over 2474918.44 frames. utt_duration=465.8 frames, utt_pad_proportion=0.0798, over 21319.14 utterances.], batch size: 31, lr: 6.44e-04
2022-08-22 14:34:04,215 INFO [train.py:927] (4/8) Epoch 4, batch 25500, giga_loss[loss=0.2377, simple_loss=0.322, pruned_loss=0.07666, over 12315.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02915, over 74.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3411, pruned_loss=0.1016, over 2474021.17 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07643, over 19961.34 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3253, pruned_loss=0.09127, over 2467748.74 frames. utt_duration=1231 frames, utt_pad_proportion=0.06791, over 8030.87 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3426, pruned_loss=0.1028, over 2474989.11 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07662, over 21222.50 utterances.], batch size: 74, lr: 6.44e-04
2022-08-22 14:35:48,413 INFO [train.py:927] (4/8) Epoch 4, batch 25550, giga_loss[loss=0.2858, simple_loss=0.3528, pruned_loss=0.1094, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05175, over 161.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3391, pruned_loss=0.09915, over 2474091.27 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07254, over 19687.41 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3247, pruned_loss=0.091, over 2467415.90 frames. utt_duration=1237 frames, utt_pad_proportion=0.06655, over 7988.44 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3413, pruned_loss=0.1006, over 2475341.23 frames. utt_duration=472 frames, utt_pad_proportion=0.07341, over 21043.30 utterances.], batch size: 161, lr: 6.43e-04
2022-08-22 14:37:31,983 INFO [train.py:927] (4/8) Epoch 4, batch 25600, giga_loss[loss=0.2205, simple_loss=0.3008, pruned_loss=0.07011, over 12240.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03229, over 45.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3386, pruned_loss=0.09774, over 2473883.35 frames. utt_duration=489.9 frames, utt_pad_proportion=0.0744, over 20260.82 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3246, pruned_loss=0.09092, over 2467127.44 frames. utt_duration=1236 frames, utt_pad_proportion=0.0664, over 7994.66 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3406, pruned_loss=0.09909, over 2475247.18 frames. utt_duration=461 frames, utt_pad_proportion=0.07504, over 21546.50 utterances.], batch size: 45, lr: 6.43e-04
2022-08-22 14:39:15,347 INFO [train.py:927] (4/8) Epoch 4, batch 25650, libri_loss[loss=0.2363, simple_loss=0.3098, pruned_loss=0.08147, over 12303.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006874, over 36.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3369, pruned_loss=0.09739, over 2473621.83 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07525, over 20082.80 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3234, pruned_loss=0.09026, over 2466997.53 frames. utt_duration=1246 frames, utt_pad_proportion=0.0643, over 7927.18 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3403, pruned_loss=0.09942, over 2475103.12 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07654, over 21696.07 utterances.], batch size: 36, lr: 6.43e-04
2022-08-22 14:41:01,147 INFO [train.py:927] (4/8) Epoch 4, batch 25700, giga_loss[loss=0.2563, simple_loss=0.3294, pruned_loss=0.09163, over 12371.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03085, over 62.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3352, pruned_loss=0.0975, over 2473848.31 frames. utt_duration=481.2 frames, utt_pad_proportion=0.08319, over 20625.54 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3229, pruned_loss=0.09019, over 2466770.47 frames. utt_duration=1251 frames, utt_pad_proportion=0.06337, over 7897.86 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3385, pruned_loss=0.09929, over 2475344.90 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08401, over 22143.14 utterances.], batch size: 62, lr: 6.43e-04
2022-08-22 14:42:46,110 INFO [train.py:927] (4/8) Epoch 4, batch 25750, giga_loss[loss=0.2522, simple_loss=0.3307, pruned_loss=0.0868, over 12439.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03239, over 75.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3341, pruned_loss=0.09779, over 2474113.11 frames. utt_duration=495 frames, utt_pad_proportion=0.07761, over 20051.24 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3231, pruned_loss=0.09037, over 2467022.10 frames. utt_duration=1240 frames, utt_pad_proportion=0.06626, over 7966.88 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3368, pruned_loss=0.09922, over 2475249.13 frames. utt_duration=462.5 frames, utt_pad_proportion=0.078, over 21474.97 utterances.], batch size: 75, lr: 6.43e-04
2022-08-22 14:44:23,411 INFO [train.py:927] (4/8) Epoch 4, batch 25800, libri_loss[loss=0.2344, simple_loss=0.3072, pruned_loss=0.08079, over 12284.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005983, over 32.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3345, pruned_loss=0.09891, over 2474118.75 frames. utt_duration=486.4 frames, utt_pad_proportion=0.0788, over 20408.32 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3234, pruned_loss=0.09096, over 2466884.36 frames. utt_duration=1234 frames, utt_pad_proportion=0.06853, over 8004.80 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3369, pruned_loss=0.09987, over 2475446.72 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07859, over 22001.98 utterances.], batch size: 32, lr: 6.43e-04
2022-08-22 14:46:02,177 INFO [train.py:927] (4/8) Epoch 4, batch 25850, giga_loss[loss=0.2359, simple_loss=0.3119, pruned_loss=0.0799, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03941, over 133.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.331, pruned_loss=0.09506, over 2474042.76 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07737, over 20529.23 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3233, pruned_loss=0.09064, over 2467068.16 frames. utt_duration=1240 frames, utt_pad_proportion=0.06697, over 7969.06 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3333, pruned_loss=0.0963, over 2475128.75 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07793, over 22186.95 utterances.], batch size: 133, lr: 6.42e-04
2022-08-22 14:47:49,030 INFO [train.py:927] (4/8) Epoch 4, batch 25900, giga_loss[loss=0.2366, simple_loss=0.2994, pruned_loss=0.08686, over 12460.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04277, over 34.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3294, pruned_loss=0.09429, over 2474332.96 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07476, over 20430.96 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3226, pruned_loss=0.09025, over 2467087.15 frames. utt_duration=1242 frames, utt_pad_proportion=0.06585, over 7952.08 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3321, pruned_loss=0.09577, over 2475433.14 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07586, over 22167.17 utterances.], batch size: 34, lr: 6.42e-04
2022-08-22 14:49:33,250 INFO [train.py:927] (4/8) Epoch 4, batch 25950, giga_loss[loss=0.2409, simple_loss=0.3103, pruned_loss=0.08579, over 12391.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03566, over 80.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3271, pruned_loss=0.09355, over 2473702.63 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07086, over 19855.46 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3221, pruned_loss=0.09001, over 2466661.17 frames. utt_duration=1248 frames, utt_pad_proportion=0.06466, over 7917.65 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3299, pruned_loss=0.09502, over 2475108.08 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07249, over 21538.36 utterances.], batch size: 80, lr: 6.42e-04
2022-08-22 14:51:16,892 INFO [train.py:927] (4/8) Epoch 4, batch 26000, giga_loss[loss=0.2458, simple_loss=0.3204, pruned_loss=0.08563, over 12446.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03496, over 98.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3307, pruned_loss=0.09518, over 2473824.15 frames. utt_duration=484.2 frames, utt_pad_proportion=0.0687, over 20499.70 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3225, pruned_loss=0.09011, over 2466792.39 frames. utt_duration=1250 frames, utt_pad_proportion=0.06365, over 7901.42 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3327, pruned_loss=0.09633, over 2474952.06 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07047, over 22081.86 utterances.], batch size: 98, lr: 6.42e-04
2022-08-22 14:53:00,033 INFO [train.py:927] (4/8) Epoch 4, batch 26050, libri_loss[loss=0.249, simple_loss=0.3273, pruned_loss=0.08534, over 12241.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005639, over 34.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3333, pruned_loss=0.09714, over 2473515.40 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07782, over 21587.29 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3241, pruned_loss=0.09027, over 2466820.36 frames. utt_duration=1253 frames, utt_pad_proportion=0.06227, over 7882.02 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3337, pruned_loss=0.09814, over 2474634.45 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07922, over 23328.17 utterances.], batch size: 34, lr: 6.42e-04
2022-08-22 14:54:41,356 INFO [train.py:927] (4/8) Epoch 4, batch 26100, giga_loss[loss=0.2585, simple_loss=0.3347, pruned_loss=0.09114, over 12393.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02522, over 66.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3336, pruned_loss=0.09716, over 2473560.67 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07203, over 20644.89 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.324, pruned_loss=0.09034, over 2467027.12 frames. utt_duration=1255 frames, utt_pad_proportion=0.06138, over 7873.24 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3342, pruned_loss=0.09805, over 2474408.21 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07396, over 22348.59 utterances.], batch size: 66, lr: 6.42e-04
2022-08-22 14:56:24,109 INFO [train.py:927] (4/8) Epoch 4, batch 26150, giga_loss[loss=0.373, simple_loss=0.4022, pruned_loss=0.1719, over 12403.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3339, pruned_loss=0.09731, over 2473709.58 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06928, over 20029.84 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3233, pruned_loss=0.09, over 2467301.98 frames. utt_duration=1249 frames, utt_pad_proportion=0.06456, over 7913.41 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3354, pruned_loss=0.09857, over 2474355.60 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07024, over 21764.78 utterances.], batch size: 258, lr: 6.42e-04
2022-08-22 14:58:10,728 INFO [train.py:927] (4/8) Epoch 4, batch 26200, giga_loss[loss=0.2756, simple_loss=0.3633, pruned_loss=0.09398, over 12446.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03682, over 133.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3356, pruned_loss=0.09873, over 2475008.86 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06751, over 20542.10 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3232, pruned_loss=0.09006, over 2467698.37 frames. utt_duration=1252 frames, utt_pad_proportion=0.06296, over 7894.86 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3372, pruned_loss=0.09996, over 2475375.85 frames. utt_duration=444.6 frames, utt_pad_proportion=0.06895, over 22343.40 utterances.], batch size: 133, lr: 6.41e-04
2022-08-22 14:59:56,290 INFO [train.py:927] (4/8) Epoch 4, batch 26250, giga_loss[loss=0.2512, simple_loss=0.3255, pruned_loss=0.08849, over 12398.00 frames. utt_duration=512.7 frames, utt_pad_proportion=0.02896, over 97.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3358, pruned_loss=0.09794, over 2475307.32 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06925, over 20787.14 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3236, pruned_loss=0.09057, over 2467919.86 frames. utt_duration=1250 frames, utt_pad_proportion=0.06205, over 7908.31 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3371, pruned_loss=0.09874, over 2475626.89 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07064, over 22634.65 utterances.], batch size: 97, lr: 6.41e-04
2022-08-22 15:01:36,674 INFO [train.py:927] (4/8) Epoch 4, batch 26300, giga_loss[loss=0.2277, simple_loss=0.3071, pruned_loss=0.0742, over 12437.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03257, over 75.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3344, pruned_loss=0.09766, over 2474545.39 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06987, over 20148.87 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3234, pruned_loss=0.09045, over 2468233.00 frames. utt_duration=1231 frames, utt_pad_proportion=0.0663, over 8031.86 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3362, pruned_loss=0.09873, over 2474840.63 frames. utt_duration=449.5 frames, utt_pad_proportion=0.06967, over 22092.20 utterances.], batch size: 75, lr: 6.41e-04
2022-08-22 15:03:17,272 INFO [train.py:927] (4/8) Epoch 4, batch 26350, giga_loss[loss=0.2922, simple_loss=0.3507, pruned_loss=0.1168, over 12389.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04892, over 161.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3348, pruned_loss=0.09911, over 2474935.67 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07854, over 21507.42 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3245, pruned_loss=0.09134, over 2468573.69 frames. utt_duration=1192 frames, utt_pad_proportion=0.07943, over 8297.38 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3355, pruned_loss=0.09933, over 2474988.84 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07377, over 23036.70 utterances.], batch size: 161, lr: 6.41e-04
2022-08-22 15:04:44,407 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-22 15:07:12,198 INFO [train.py:927] (4/8) Epoch 5, batch 50, giga_loss[loss=0.225, simple_loss=0.3151, pruned_loss=0.06743, over 12335.00 frames. utt_duration=668.4 frames, utt_pad_proportion=0.02701, over 74.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.329, pruned_loss=0.08115, over 548194.66 frames. utt_duration=638.2 frames, utt_pad_proportion=0.04722, over 3444.12 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2981, pruned_loss=0.0669, over 97066.95 frames. utt_duration=1539 frames, utt_pad_proportion=0.01746, over 252.47 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.335, pruned_loss=0.08388, over 469589.53 frames. utt_duration=576.6 frames, utt_pad_proportion=0.04921, over 3266.35 utterances.], batch size: 74, lr: 6.31e-04
2022-08-22 15:08:55,556 INFO [train.py:927] (4/8) Epoch 5, batch 100, giga_loss[loss=0.2025, simple_loss=0.2804, pruned_loss=0.06236, over 12121.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03371, over 30.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3128, pruned_loss=0.07596, over 974893.59 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06332, over 6879.91 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3127, pruned_loss=0.07459, over 144399.50 frames. utt_duration=1455 frames, utt_pad_proportion=0.01445, over 397.31 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3129, pruned_loss=0.07616, over 881972.94 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06548, over 6705.79 utterances.], batch size: 30, lr: 6.31e-04
2022-08-22 15:10:37,428 INFO [train.py:927] (4/8) Epoch 5, batch 150, giga_loss[loss=0.2037, simple_loss=0.2776, pruned_loss=0.06494, over 12420.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.0423, over 146.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2984, pruned_loss=0.0696, over 1307214.18 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06416, over 9669.20 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3134, pruned_loss=0.07456, over 224812.18 frames. utt_duration=1307 frames, utt_pad_proportion=0.06663, over 688.76 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2966, pruned_loss=0.06905, over 1190545.15 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06316, over 9521.36 utterances.], batch size: 146, lr: 6.30e-04
2022-08-22 15:12:14,895 INFO [train.py:927] (4/8) Epoch 5, batch 200, giga_loss[loss=0.1915, simple_loss=0.268, pruned_loss=0.05751, over 12438.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02887, over 80.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2879, pruned_loss=0.06548, over 1565714.85 frames. utt_duration=554 frames, utt_pad_proportion=0.06288, over 11336.30 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3128, pruned_loss=0.07527, over 313450.34 frames. utt_duration=1288 frames, utt_pad_proportion=0.05704, over 974.40 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2848, pruned_loss=0.06424, over 1433847.84 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06279, over 11290.08 utterances.], batch size: 80, lr: 6.30e-04
2022-08-22 15:13:56,143 INFO [train.py:927] (4/8) Epoch 5, batch 250, giga_loss[loss=0.1917, simple_loss=0.2755, pruned_loss=0.05398, over 12418.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04211, over 146.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2817, pruned_loss=0.06282, over 1767513.99 frames. utt_duration=567.1 frames, utt_pad_proportion=0.05612, over 12500.19 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3117, pruned_loss=0.07476, over 366989.68 frames. utt_duration=1271 frames, utt_pad_proportion=0.05556, over 1156.10 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2784, pruned_loss=0.06148, over 1644300.06 frames. utt_duration=525.4 frames, utt_pad_proportion=0.05618, over 12554.02 utterances.], batch size: 146, lr: 6.30e-04
2022-08-22 15:15:36,291 INFO [train.py:927] (4/8) Epoch 5, batch 300, giga_loss[loss=0.173, simple_loss=0.249, pruned_loss=0.04847, over 12399.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0318, over 80.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2777, pruned_loss=0.06089, over 1924202.92 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05983, over 13679.29 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3157, pruned_loss=0.07776, over 429363.03 frames. utt_duration=1276 frames, utt_pad_proportion=0.04986, over 1347.91 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2729, pruned_loss=0.05861, over 1808624.69 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06043, over 13880.20 utterances.], batch size: 80, lr: 6.30e-04
2022-08-22 15:17:17,082 INFO [train.py:927] (4/8) Epoch 5, batch 350, giga_loss[loss=0.1716, simple_loss=0.2438, pruned_loss=0.04967, over 12340.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03169, over 85.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2737, pruned_loss=0.05915, over 2045772.68 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06066, over 14863.41 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3159, pruned_loss=0.07737, over 459536.95 frames. utt_duration=1281 frames, utt_pad_proportion=0.04713, over 1436.21 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2693, pruned_loss=0.05719, over 1948290.36 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06138, over 15116.01 utterances.], batch size: 85, lr: 6.30e-04
2022-08-22 15:18:54,546 INFO [train.py:927] (4/8) Epoch 5, batch 400, libri_loss[loss=0.1867, simple_loss=0.2631, pruned_loss=0.05514, over 12217.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.04475, over 27.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2705, pruned_loss=0.05745, over 2140443.37 frames. utt_duration=584.1 frames, utt_pad_proportion=0.05961, over 14695.46 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3114, pruned_loss=0.07514, over 576452.23 frames. utt_duration=1267 frames, utt_pad_proportion=0.05846, over 1822.19 utterances.], giga_tot_loss[loss=0.1877, simple_loss=0.2651, pruned_loss=0.05514, over 2039854.27 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05923, over 15275.77 utterances.], batch size: 27, lr: 6.30e-04
2022-08-22 15:20:34,099 INFO [train.py:927] (4/8) Epoch 5, batch 450, giga_loss[loss=0.2193, simple_loss=0.2751, pruned_loss=0.08176, over 12372.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1046, over 258.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.2658, pruned_loss=0.05522, over 2214272.29 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06764, over 16121.87 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3119, pruned_loss=0.07535, over 604897.37 frames. utt_duration=1224 frames, utt_pad_proportion=0.07261, over 1979.49 utterances.], giga_tot_loss[loss=0.1835, simple_loss=0.2608, pruned_loss=0.05306, over 2130751.59 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06564, over 16606.58 utterances.], batch size: 258, lr: 6.30e-04
2022-08-22 15:22:15,713 INFO [train.py:927] (4/8) Epoch 5, batch 500, giga_loss[loss=0.229, simple_loss=0.3126, pruned_loss=0.07266, over 12485.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03503, over 43.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2691, pruned_loss=0.05708, over 2271898.78 frames. utt_duration=539.9 frames, utt_pad_proportion=0.07225, over 16877.63 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.311, pruned_loss=0.07429, over 660178.17 frames. utt_duration=1207 frames, utt_pad_proportion=0.08095, over 2190.36 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2641, pruned_loss=0.05513, over 2198828.57 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06952, over 17481.20 utterances.], batch size: 43, lr: 6.29e-04
2022-08-22 15:24:02,107 INFO [train.py:927] (4/8) Epoch 5, batch 550, giga_loss[loss=0.2296, simple_loss=0.3219, pruned_loss=0.06866, over 12364.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02881, over 70.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2827, pruned_loss=0.06324, over 2316390.74 frames. utt_duration=548.8 frames, utt_pad_proportion=0.0675, over 16929.21 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.31, pruned_loss=0.07335, over 686949.12 frames. utt_duration=1216 frames, utt_pad_proportion=0.07906, over 2263.02 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2791, pruned_loss=0.06198, over 2256560.03 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06566, over 17547.86 utterances.], batch size: 70, lr: 6.29e-04
2022-08-22 15:25:41,489 INFO [train.py:927] (4/8) Epoch 5, batch 600, giga_loss[loss=0.2188, simple_loss=0.302, pruned_loss=0.06785, over 12335.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02565, over 45.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2911, pruned_loss=0.06646, over 2350746.00 frames. utt_duration=551.6 frames, utt_pad_proportion=0.07002, over 17093.00 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3112, pruned_loss=0.07271, over 765189.80 frames. utt_duration=1236 frames, utt_pad_proportion=0.07048, over 2478.80 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2871, pruned_loss=0.0654, over 2296920.62 frames. utt_duration=511 frames, utt_pad_proportion=0.06955, over 18033.55 utterances.], batch size: 45, lr: 6.29e-04
2022-08-22 15:27:23,029 INFO [train.py:927] (4/8) Epoch 5, batch 650, giga_loss[loss=0.2166, simple_loss=0.3036, pruned_loss=0.06479, over 12269.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02752, over 54.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2948, pruned_loss=0.06712, over 2378404.29 frames. utt_duration=540.8 frames, utt_pad_proportion=0.07231, over 17640.81 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3105, pruned_loss=0.0723, over 815373.12 frames. utt_duration=1236 frames, utt_pad_proportion=0.06796, over 2641.50 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2914, pruned_loss=0.06627, over 2332714.61 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07216, over 18649.21 utterances.], batch size: 54, lr: 6.29e-04
2022-08-22 15:29:05,810 INFO [train.py:927] (4/8) Epoch 5, batch 700, giga_loss[loss=0.2272, simple_loss=0.304, pruned_loss=0.07516, over 12422.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04813, over 34.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3, pruned_loss=0.07023, over 2400070.21 frames. utt_duration=521.6 frames, utt_pad_proportion=0.0698, over 18456.73 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.31, pruned_loss=0.07192, over 848183.36 frames. utt_duration=1240 frames, utt_pad_proportion=0.06557, over 2738.89 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.2973, pruned_loss=0.06965, over 2362390.87 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07015, over 19445.46 utterances.], batch size: 34, lr: 6.29e-04
2022-08-22 15:30:49,138 INFO [train.py:927] (4/8) Epoch 5, batch 750, giga_loss[loss=0.2119, simple_loss=0.3078, pruned_loss=0.05795, over 12386.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02745, over 70.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3048, pruned_loss=0.07265, over 2415788.83 frames. utt_duration=516 frames, utt_pad_proportion=0.0728, over 18780.62 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3103, pruned_loss=0.07196, over 872321.41 frames. utt_duration=1243 frames, utt_pad_proportion=0.06356, over 2811.38 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3026, pruned_loss=0.07222, over 2385260.74 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07329, over 19722.96 utterances.], batch size: 70, lr: 6.29e-04
2022-08-22 15:32:30,687 INFO [train.py:927] (4/8) Epoch 5, batch 800, giga_loss[loss=0.2337, simple_loss=0.318, pruned_loss=0.07467, over 12373.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03104, over 58.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3091, pruned_loss=0.07377, over 2428894.83 frames. utt_duration=525.4 frames, utt_pad_proportion=0.07452, over 18545.57 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3132, pruned_loss=0.07265, over 911956.48 frames. utt_duration=1219 frames, utt_pad_proportion=0.07301, over 2997.26 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3063, pruned_loss=0.07326, over 2403405.54 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07376, over 19499.37 utterances.], batch size: 58, lr: 6.28e-04
2022-08-22 15:34:12,084 INFO [train.py:927] (4/8) Epoch 5, batch 850, giga_loss[loss=0.2174, simple_loss=0.303, pruned_loss=0.06586, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02817, over 48.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3102, pruned_loss=0.07319, over 2437626.83 frames. utt_duration=555.7 frames, utt_pad_proportion=0.0712, over 17594.00 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3128, pruned_loss=0.07217, over 950445.05 frames. utt_duration=1223 frames, utt_pad_proportion=0.07179, over 3111.99 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.308, pruned_loss=0.07298, over 2416526.12 frames. utt_duration=521.4 frames, utt_pad_proportion=0.07092, over 18591.02 utterances.], batch size: 48, lr: 6.28e-04
2022-08-22 15:35:53,136 INFO [train.py:927] (4/8) Epoch 5, batch 900, giga_loss[loss=0.2251, simple_loss=0.3014, pruned_loss=0.07436, over 12458.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03767, over 40.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3104, pruned_loss=0.07245, over 2444960.40 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06937, over 16950.14 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3126, pruned_loss=0.07202, over 965691.67 frames. utt_duration=1222 frames, utt_pad_proportion=0.07096, over 3163.70 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3088, pruned_loss=0.07233, over 2428041.75 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06934, over 17808.42 utterances.], batch size: 40, lr: 6.28e-04
2022-08-22 15:37:38,504 INFO [train.py:927] (4/8) Epoch 5, batch 950, giga_loss[loss=0.25, simple_loss=0.3263, pruned_loss=0.08683, over 12364.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02834, over 70.00 utterances.], tot_loss[loss=0.232, simple_loss=0.313, pruned_loss=0.07548, over 2451368.28 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06839, over 17065.04 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.311, pruned_loss=0.07119, over 995489.49 frames. utt_duration=1237 frames, utt_pad_proportion=0.06859, over 3222.00 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3123, pruned_loss=0.07573, over 2437605.07 frames. utt_duration=545 frames, utt_pad_proportion=0.06882, over 17941.64 utterances.], batch size: 70, lr: 6.28e-04
2022-08-22 15:39:20,778 INFO [train.py:927] (4/8) Epoch 5, batch 1000, giga_loss[loss=0.24, simple_loss=0.3145, pruned_loss=0.08271, over 12427.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03591, over 86.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3155, pruned_loss=0.07855, over 2456239.94 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06629, over 17531.17 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3116, pruned_loss=0.0713, over 1017602.66 frames. utt_duration=1232 frames, utt_pad_proportion=0.06816, over 3307.23 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3148, pruned_loss=0.07881, over 2445054.93 frames. utt_duration=535 frames, utt_pad_proportion=0.06677, over 18332.80 utterances.], batch size: 86, lr: 6.28e-04
2022-08-22 15:41:00,725 INFO [train.py:927] (4/8) Epoch 5, batch 1050, giga_loss[loss=0.2384, simple_loss=0.318, pruned_loss=0.0794, over 12372.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06033, over 182.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3145, pruned_loss=0.07921, over 2460366.71 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06654, over 17519.79 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3104, pruned_loss=0.07078, over 1095756.73 frames. utt_duration=1246 frames, utt_pad_proportion=0.06294, over 3521.11 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3146, pruned_loss=0.08001, over 2450395.59 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06778, over 18689.89 utterances.], batch size: 182, lr: 6.28e-04
2022-08-22 15:42:44,579 INFO [train.py:927] (4/8) Epoch 5, batch 1100, giga_loss[loss=0.2146, simple_loss=0.2982, pruned_loss=0.06545, over 12286.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.03655, over 51.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3127, pruned_loss=0.07773, over 2463147.68 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06349, over 16935.16 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3099, pruned_loss=0.07045, over 1129526.78 frames. utt_duration=1249 frames, utt_pad_proportion=0.06238, over 3620.94 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.313, pruned_loss=0.07869, over 2455214.90 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06486, over 18090.51 utterances.], batch size: 51, lr: 6.28e-04
2022-08-22 15:44:36,829 INFO [train.py:927] (4/8) Epoch 5, batch 1150, giga_loss[loss=0.2188, simple_loss=0.301, pruned_loss=0.06834, over 12398.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3096, pruned_loss=0.07591, over 2466023.35 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06561, over 17695.64 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3111, pruned_loss=0.07098, over 1163192.22 frames. utt_duration=1245 frames, utt_pad_proportion=0.06171, over 3741.55 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3094, pruned_loss=0.07659, over 2459116.31 frames. utt_duration=524 frames, utt_pad_proportion=0.06668, over 18824.51 utterances.], batch size: 133, lr: 6.27e-04
2022-08-22 15:46:20,840 INFO [train.py:927] (4/8) Epoch 5, batch 1200, giga_loss[loss=0.2089, simple_loss=0.2881, pruned_loss=0.06488, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04104, over 113.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3049, pruned_loss=0.07431, over 2467934.45 frames. utt_duration=521.3 frames, utt_pad_proportion=0.07017, over 18989.92 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3109, pruned_loss=0.071, over 1195298.65 frames. utt_duration=1255 frames, utt_pad_proportion=0.0597, over 3815.12 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3047, pruned_loss=0.07493, over 2462591.86 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07116, over 20177.22 utterances.], batch size: 113, lr: 6.27e-04
2022-08-22 15:48:03,527 INFO [train.py:927] (4/8) Epoch 5, batch 1250, giga_loss[loss=0.2148, simple_loss=0.2943, pruned_loss=0.06763, over 12338.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03256, over 58.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3032, pruned_loss=0.07347, over 2468978.57 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06921, over 19263.00 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.309, pruned_loss=0.07022, over 1238654.70 frames. utt_duration=1272 frames, utt_pad_proportion=0.05675, over 3900.31 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3037, pruned_loss=0.07442, over 2465161.00 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07067, over 20629.57 utterances.], batch size: 58, lr: 6.27e-04
2022-08-22 15:49:45,190 INFO [train.py:927] (4/8) Epoch 5, batch 1300, libri_loss[loss=0.1965, simple_loss=0.2865, pruned_loss=0.05324, over 12289.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006141, over 32.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3006, pruned_loss=0.07232, over 2469374.68 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06638, over 18366.64 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3076, pruned_loss=0.0697, over 1274713.79 frames. utt_duration=1285 frames, utt_pad_proportion=0.05457, over 3971.37 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3015, pruned_loss=0.07341, over 2466705.08 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06828, over 19811.57 utterances.], batch size: 32, lr: 6.27e-04
2022-08-22 15:51:27,579 INFO [train.py:927] (4/8) Epoch 5, batch 1350, giga_loss[loss=0.1713, simple_loss=0.2454, pruned_loss=0.04862, over 12379.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04654, over 26.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.2975, pruned_loss=0.07094, over 2470429.22 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06122, over 17375.67 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3075, pruned_loss=0.0695, over 1304326.01 frames. utt_duration=1285 frames, utt_pad_proportion=0.05327, over 4065.97 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.298, pruned_loss=0.07195, over 2468265.51 frames. utt_duration=528.1 frames, utt_pad_proportion=0.06352, over 18750.14 utterances.], batch size: 26, lr: 6.27e-04
2022-08-22 15:53:10,163 INFO [train.py:927] (4/8) Epoch 5, batch 1400, giga_loss[loss=0.1979, simple_loss=0.2711, pruned_loss=0.06238, over 12356.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03233, over 51.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2928, pruned_loss=0.06876, over 2470115.85 frames. utt_duration=610 frames, utt_pad_proportion=0.05665, over 16238.54 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3072, pruned_loss=0.06945, over 1321608.61 frames. utt_duration=1286 frames, utt_pad_proportion=0.0523, over 4115.66 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2932, pruned_loss=0.06959, over 2468525.18 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05914, over 17449.14 utterances.], batch size: 51, lr: 6.27e-04
2022-08-22 15:54:50,922 INFO [train.py:927] (4/8) Epoch 5, batch 1450, libri_loss[loss=0.2437, simple_loss=0.3218, pruned_loss=0.08283, over 12464.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01344, over 40.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2902, pruned_loss=0.06776, over 2470641.69 frames. utt_duration=633 frames, utt_pad_proportion=0.05555, over 15649.62 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.306, pruned_loss=0.06887, over 1372143.14 frames. utt_duration=1300 frames, utt_pad_proportion=0.04937, over 4226.39 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2905, pruned_loss=0.06868, over 2469491.12 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05849, over 17030.62 utterances.], batch size: 40, lr: 6.27e-04
2022-08-22 15:56:30,852 INFO [train.py:927] (4/8) Epoch 5, batch 1500, giga_loss[loss=0.1918, simple_loss=0.2691, pruned_loss=0.05729, over 12184.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03074, over 36.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2882, pruned_loss=0.06679, over 2470464.40 frames. utt_duration=636.3 frames, utt_pad_proportion=0.05506, over 15566.06 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3044, pruned_loss=0.06801, over 1430665.97 frames. utt_duration=1311 frames, utt_pad_proportion=0.0461, over 4369.53 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2885, pruned_loss=0.06791, over 2469891.59 frames. utt_duration=577.7 frames, utt_pad_proportion=0.05841, over 17146.22 utterances.], batch size: 36, lr: 6.26e-04
2022-08-22 15:58:14,560 INFO [train.py:927] (4/8) Epoch 5, batch 1550, giga_loss[loss=0.199, simple_loss=0.2731, pruned_loss=0.06249, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02767, over 45.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2869, pruned_loss=0.06621, over 2471649.66 frames. utt_duration=641.6 frames, utt_pad_proportion=0.05447, over 15446.22 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3039, pruned_loss=0.06766, over 1456278.47 frames. utt_duration=1318 frames, utt_pad_proportion=0.0447, over 4424.76 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2869, pruned_loss=0.06725, over 2471301.91 frames. utt_duration=586 frames, utt_pad_proportion=0.05764, over 16912.32 utterances.], batch size: 45, lr: 6.26e-04
2022-08-22 15:59:59,034 INFO [train.py:927] (4/8) Epoch 5, batch 1600, libri_loss[loss=0.2533, simple_loss=0.319, pruned_loss=0.09376, over 12474.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.006208, over 36.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2911, pruned_loss=0.06886, over 2472041.11 frames. utt_duration=616.6 frames, utt_pad_proportion=0.05876, over 16075.35 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3042, pruned_loss=0.06801, over 1471599.87 frames. utt_duration=1320 frames, utt_pad_proportion=0.04384, over 4463.19 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2908, pruned_loss=0.06949, over 2471605.73 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06119, over 17366.89 utterances.], batch size: 36, lr: 6.26e-04
2022-08-22 16:01:45,580 INFO [train.py:927] (4/8) Epoch 5, batch 1650, giga_loss[loss=0.2263, simple_loss=0.3065, pruned_loss=0.07305, over 12308.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02712, over 45.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.2983, pruned_loss=0.07306, over 2471836.35 frames. utt_duration=598 frames, utt_pad_proportion=0.05915, over 16574.72 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3036, pruned_loss=0.06768, over 1495952.07 frames. utt_duration=1324 frames, utt_pad_proportion=0.04257, over 4523.08 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.2981, pruned_loss=0.07381, over 2471835.25 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06144, over 17820.45 utterances.], batch size: 45, lr: 6.26e-04
2022-08-22 16:03:24,913 INFO [train.py:927] (4/8) Epoch 5, batch 1700, giga_loss[loss=0.2493, simple_loss=0.3245, pruned_loss=0.08705, over 12255.00 frames. utt_duration=1363 frames, utt_pad_proportion=0.02696, over 36.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3043, pruned_loss=0.0756, over 2471355.11 frames. utt_duration=579.6 frames, utt_pad_proportion=0.06388, over 17099.46 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3032, pruned_loss=0.06737, over 1538674.65 frames. utt_duration=1313 frames, utt_pad_proportion=0.04758, over 4691.84 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3042, pruned_loss=0.07662, over 2471613.71 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06467, over 18450.59 utterances.], batch size: 36, lr: 6.26e-04
2022-08-22 16:05:06,171 INFO [train.py:927] (4/8) Epoch 5, batch 1750, giga_loss[loss=0.233, simple_loss=0.3135, pruned_loss=0.0763, over 12468.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03427, over 86.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3111, pruned_loss=0.07855, over 2472530.30 frames. utt_duration=545.1 frames, utt_pad_proportion=0.0652, over 18193.34 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3029, pruned_loss=0.06718, over 1556958.83 frames. utt_duration=1311 frames, utt_pad_proportion=0.04789, over 4757.44 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3113, pruned_loss=0.07965, over 2472975.48 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0658, over 19441.43 utterances.], batch size: 86, lr: 6.26e-04
2022-08-22 16:06:45,800 INFO [train.py:927] (4/8) Epoch 5, batch 1800, giga_loss[loss=0.2338, simple_loss=0.31, pruned_loss=0.07881, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0354, over 43.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3089, pruned_loss=0.07565, over 2473214.86 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05996, over 17413.27 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3025, pruned_loss=0.06699, over 1579422.71 frames. utt_duration=1313 frames, utt_pad_proportion=0.04701, over 4818.65 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3096, pruned_loss=0.07687, over 2473754.03 frames. utt_duration=532 frames, utt_pad_proportion=0.06111, over 18651.10 utterances.], batch size: 43, lr: 6.26e-04
2022-08-22 16:08:28,688 INFO [train.py:927] (4/8) Epoch 5, batch 1850, giga_loss[loss=0.2328, simple_loss=0.3165, pruned_loss=0.07454, over 12117.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03102, over 30.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3087, pruned_loss=0.07486, over 2472986.05 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05658, over 17169.40 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.303, pruned_loss=0.06734, over 1588372.92 frames. utt_duration=1312 frames, utt_pad_proportion=0.04651, over 4846.37 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3089, pruned_loss=0.07568, over 2473376.17 frames. utt_duration=544 frames, utt_pad_proportion=0.05786, over 18237.85 utterances.], batch size: 30, lr: 6.25e-04
2022-08-22 16:10:10,751 INFO [train.py:927] (4/8) Epoch 5, batch 1900, giga_loss[loss=0.2539, simple_loss=0.3282, pruned_loss=0.08975, over 12209.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03249, over 39.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3109, pruned_loss=0.0763, over 2472806.61 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05733, over 17758.31 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3029, pruned_loss=0.06739, over 1601273.09 frames. utt_duration=1317 frames, utt_pad_proportion=0.04574, over 4869.55 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3113, pruned_loss=0.07704, over 2473385.15 frames. utt_duration=529 frames, utt_pad_proportion=0.0585, over 18755.13 utterances.], batch size: 39, lr: 6.25e-04
2022-08-22 16:11:55,878 INFO [train.py:927] (4/8) Epoch 5, batch 1950, giga_loss[loss=0.2213, simple_loss=0.2979, pruned_loss=0.07233, over 12260.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02809, over 54.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3134, pruned_loss=0.07821, over 2471883.51 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0601, over 17748.94 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3026, pruned_loss=0.06721, over 1630668.49 frames. utt_duration=1324 frames, utt_pad_proportion=0.04405, over 4931.14 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3142, pruned_loss=0.07921, over 2472947.37 frames. utt_duration=525 frames, utt_pad_proportion=0.06144, over 18896.07 utterances.], batch size: 54, lr: 6.25e-04
2022-08-22 16:13:39,275 INFO [train.py:927] (4/8) Epoch 5, batch 2000, giga_loss[loss=0.2125, simple_loss=0.3067, pruned_loss=0.05916, over 12321.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.02846, over 74.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3149, pruned_loss=0.07965, over 2472919.34 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05734, over 17547.48 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3022, pruned_loss=0.06706, over 1638978.50 frames. utt_duration=1328 frames, utt_pad_proportion=0.04357, over 4943.80 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3159, pruned_loss=0.08065, over 2473841.20 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05871, over 18557.69 utterances.], batch size: 74, lr: 6.25e-04
2022-08-22 16:15:20,775 INFO [train.py:927] (4/8) Epoch 5, batch 2050, giga_loss[loss=0.2437, simple_loss=0.326, pruned_loss=0.0807, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02799, over 91.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3166, pruned_loss=0.07973, over 2472716.86 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05758, over 17295.58 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3025, pruned_loss=0.06727, over 1663225.69 frames. utt_duration=1335 frames, utt_pad_proportion=0.04224, over 4987.81 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3176, pruned_loss=0.08077, over 2473891.62 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05912, over 18401.39 utterances.], batch size: 91, lr: 6.25e-04
2022-08-22 16:17:04,187 INFO [train.py:927] (4/8) Epoch 5, batch 2100, giga_loss[loss=0.227, simple_loss=0.3169, pruned_loss=0.06855, over 12333.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03341, over 62.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3178, pruned_loss=0.08008, over 2471970.98 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05842, over 17316.89 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3031, pruned_loss=0.06752, over 1698485.50 frames. utt_duration=1339 frames, utt_pad_proportion=0.04035, over 5079.57 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3189, pruned_loss=0.08132, over 2473327.84 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06033, over 18658.81 utterances.], batch size: 62, lr: 6.25e-04
2022-08-22 16:18:46,023 INFO [train.py:927] (4/8) Epoch 5, batch 2150, giga_loss[loss=0.2348, simple_loss=0.3108, pruned_loss=0.0794, over 12195.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03216, over 39.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3158, pruned_loss=0.07973, over 2472117.76 frames. utt_duration=578 frames, utt_pad_proportion=0.06124, over 17151.77 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3026, pruned_loss=0.06732, over 1713694.76 frames. utt_duration=1345 frames, utt_pad_proportion=0.03969, over 5102.78 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3172, pruned_loss=0.08103, over 2473321.11 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06285, over 18400.11 utterances.], batch size: 39, lr: 6.25e-04
2022-08-22 16:20:31,726 INFO [train.py:927] (4/8) Epoch 5, batch 2200, giga_loss[loss=0.264, simple_loss=0.3377, pruned_loss=0.09517, over 12433.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03611, over 113.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3153, pruned_loss=0.07982, over 2472428.84 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05997, over 16867.09 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3025, pruned_loss=0.06729, over 1728590.15 frames. utt_duration=1348 frames, utt_pad_proportion=0.03885, over 5135.48 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3167, pruned_loss=0.0811, over 2473531.73 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06173, over 18053.72 utterances.], batch size: 113, lr: 6.24e-04
2022-08-22 16:22:13,042 INFO [train.py:927] (4/8) Epoch 5, batch 2250, giga_loss[loss=0.2131, simple_loss=0.3052, pruned_loss=0.06049, over 12438.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03174, over 80.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3152, pruned_loss=0.07943, over 2472277.65 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05929, over 16618.21 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.302, pruned_loss=0.0671, over 1739652.56 frames. utt_duration=1354 frames, utt_pad_proportion=0.03832, over 5146.41 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3168, pruned_loss=0.08073, over 2473181.32 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06096, over 17695.92 utterances.], batch size: 80, lr: 6.24e-04
2022-08-22 16:23:57,302 INFO [train.py:927] (4/8) Epoch 5, batch 2300, giga_loss[loss=0.2566, simple_loss=0.3367, pruned_loss=0.08831, over 12324.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03578, over 51.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3165, pruned_loss=0.08005, over 2472252.74 frames. utt_duration=597.9 frames, utt_pad_proportion=0.05941, over 16582.02 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3024, pruned_loss=0.06721, over 1758052.20 frames. utt_duration=1353 frames, utt_pad_proportion=0.0373, over 5204.15 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3178, pruned_loss=0.0813, over 2472725.75 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06124, over 17653.07 utterances.], batch size: 51, lr: 6.24e-04
2022-08-22 16:25:40,232 INFO [train.py:927] (4/8) Epoch 5, batch 2350, giga_loss[loss=0.1768, simple_loss=0.2634, pruned_loss=0.04505, over 12378.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.0493, over 31.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3142, pruned_loss=0.07856, over 2471729.18 frames. utt_duration=629.8 frames, utt_pad_proportion=0.05951, over 15737.17 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3025, pruned_loss=0.06706, over 1792535.73 frames. utt_duration=1348 frames, utt_pad_proportion=0.03709, over 5324.43 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3158, pruned_loss=0.08025, over 2472510.38 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06155, over 16992.42 utterances.], batch size: 31, lr: 6.24e-04
2022-08-22 16:27:24,221 INFO [train.py:927] (4/8) Epoch 5, batch 2400, libri_loss[loss=0.2017, simple_loss=0.2774, pruned_loss=0.06294, over 12413.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006715, over 30.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3112, pruned_loss=0.0773, over 2471275.24 frames. utt_duration=629.8 frames, utt_pad_proportion=0.06202, over 15733.00 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3021, pruned_loss=0.06692, over 1812644.58 frames. utt_duration=1352 frames, utt_pad_proportion=0.03623, over 5368.28 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.313, pruned_loss=0.07901, over 2471878.11 frames. utt_duration=583.8 frames, utt_pad_proportion=0.064, over 16980.84 utterances.], batch size: 30, lr: 6.24e-04
2022-08-22 16:29:06,653 INFO [train.py:927] (4/8) Epoch 5, batch 2450, giga_loss[loss=0.2269, simple_loss=0.3036, pruned_loss=0.07516, over 12360.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02914, over 70.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.31, pruned_loss=0.07677, over 2471429.98 frames. utt_duration=633.9 frames, utt_pad_proportion=0.06095, over 15631.13 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3027, pruned_loss=0.06695, over 1829042.17 frames. utt_duration=1348 frames, utt_pad_proportion=0.03593, over 5435.16 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3113, pruned_loss=0.07836, over 2471839.41 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06298, over 16803.17 utterances.], batch size: 70, lr: 6.24e-04
2022-08-22 16:30:46,586 INFO [train.py:927] (4/8) Epoch 5, batch 2500, giga_loss[loss=0.1782, simple_loss=0.2638, pruned_loss=0.04629, over 12359.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.0282, over 62.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3071, pruned_loss=0.0756, over 2471477.98 frames. utt_duration=641.3 frames, utt_pad_proportion=0.0573, over 15452.55 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3026, pruned_loss=0.067, over 1847812.49 frames. utt_duration=1349 frames, utt_pad_proportion=0.03529, over 5483.48 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3083, pruned_loss=0.07708, over 2472041.84 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05962, over 16613.71 utterances.], batch size: 62, lr: 6.24e-04
2022-08-22 16:32:27,570 INFO [train.py:927] (4/8) Epoch 5, batch 2550, giga_loss[loss=0.2167, simple_loss=0.2939, pruned_loss=0.06979, over 12371.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03832, over 113.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3041, pruned_loss=0.07476, over 2472097.74 frames. utt_duration=625.1 frames, utt_pad_proportion=0.05615, over 15856.97 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3026, pruned_loss=0.06702, over 1857015.45 frames. utt_duration=1351 frames, utt_pad_proportion=0.03482, over 5504.12 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3051, pruned_loss=0.07603, over 2472630.06 frames. utt_duration=587.2 frames, utt_pad_proportion=0.05826, over 16887.39 utterances.], batch size: 113, lr: 6.23e-04
2022-08-22 16:34:08,203 INFO [train.py:927] (4/8) Epoch 5, batch 2600, giga_loss[loss=0.2396, simple_loss=0.3239, pruned_loss=0.07762, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03224, over 97.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3057, pruned_loss=0.07404, over 2471696.42 frames. utt_duration=617.2 frames, utt_pad_proportion=0.05856, over 16057.19 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3061, pruned_loss=0.06721, over 1874871.31 frames. utt_duration=1353 frames, utt_pad_proportion=0.03394, over 5549.38 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.304, pruned_loss=0.07511, over 2472450.88 frames. utt_duration=579.1 frames, utt_pad_proportion=0.0606, over 17123.20 utterances.], batch size: 97, lr: 6.23e-04
2022-08-22 16:35:50,566 INFO [train.py:927] (4/8) Epoch 5, batch 2650, giga_loss[loss=0.2253, simple_loss=0.3057, pruned_loss=0.07248, over 12412.00 frames. utt_duration=405 frames, utt_pad_proportion=0.04021, over 123.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3079, pruned_loss=0.07512, over 2472381.36 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06164, over 17408.45 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3069, pruned_loss=0.06749, over 1880719.93 frames. utt_duration=1350 frames, utt_pad_proportion=0.034, over 5579.85 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3061, pruned_loss=0.07584, over 2473059.11 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06306, over 18307.01 utterances.], batch size: 123, lr: 6.23e-04
2022-08-22 16:37:33,533 INFO [train.py:927] (4/8) Epoch 5, batch 2700, giga_loss[loss=0.206, simple_loss=0.2924, pruned_loss=0.05985, over 12372.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03391, over 104.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3062, pruned_loss=0.07307, over 2473631.70 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05873, over 17422.41 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3074, pruned_loss=0.06766, over 1886597.63 frames. utt_duration=1350 frames, utt_pad_proportion=0.03368, over 5598.03 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3045, pruned_loss=0.07358, over 2474181.10 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06015, over 18213.82 utterances.], batch size: 104, lr: 6.23e-04
2022-08-22 16:39:16,601 INFO [train.py:927] (4/8) Epoch 5, batch 2750, giga_loss[loss=0.2231, simple_loss=0.3006, pruned_loss=0.07279, over 12350.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03205, over 85.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3059, pruned_loss=0.07341, over 2474370.54 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05835, over 17610.67 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.308, pruned_loss=0.06833, over 1906910.80 frames. utt_duration=1349 frames, utt_pad_proportion=0.03269, over 5661.27 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3041, pruned_loss=0.07353, over 2474768.85 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06004, over 18562.03 utterances.], batch size: 85, lr: 6.23e-04
2022-08-22 16:40:59,261 INFO [train.py:927] (4/8) Epoch 5, batch 2800, giga_loss[loss=0.212, simple_loss=0.3024, pruned_loss=0.06078, over 12427.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03779, over 133.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3065, pruned_loss=0.07371, over 2473807.36 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05969, over 17462.30 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3084, pruned_loss=0.06868, over 1920742.74 frames. utt_duration=1334 frames, utt_pad_proportion=0.03755, over 5766.16 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3048, pruned_loss=0.07369, over 2474334.39 frames. utt_duration=539.5 frames, utt_pad_proportion=0.05997, over 18395.90 utterances.], batch size: 133, lr: 6.23e-04
2022-08-22 16:42:41,158 INFO [train.py:927] (4/8) Epoch 5, batch 2850, giga_loss[loss=0.2375, simple_loss=0.3059, pruned_loss=0.08456, over 12190.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03403, over 39.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3076, pruned_loss=0.07433, over 2472622.61 frames. utt_duration=584.4 frames, utt_pad_proportion=0.06206, over 16966.94 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3079, pruned_loss=0.06858, over 1942059.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03623, over 5801.95 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3064, pruned_loss=0.07458, over 2473413.34 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06284, over 18097.09 utterances.], batch size: 39, lr: 6.22e-04
2022-08-22 16:44:21,499 INFO [train.py:927] (4/8) Epoch 5, batch 2900, giga_loss[loss=0.2495, simple_loss=0.3345, pruned_loss=0.08224, over 12364.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02902, over 70.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.309, pruned_loss=0.07456, over 2472862.13 frames. utt_duration=592.6 frames, utt_pad_proportion=0.05887, over 16735.65 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.308, pruned_loss=0.06887, over 1962191.35 frames. utt_duration=1321 frames, utt_pad_proportion=0.04252, over 5948.78 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3081, pruned_loss=0.07477, over 2474170.52 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05834, over 17918.85 utterances.], batch size: 70, lr: 6.22e-04
2022-08-22 16:46:04,187 INFO [train.py:927] (4/8) Epoch 5, batch 2950, giga_loss[loss=0.2026, simple_loss=0.2863, pruned_loss=0.05947, over 12193.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03365, over 39.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3097, pruned_loss=0.07449, over 2473490.83 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05423, over 16511.61 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.308, pruned_loss=0.06891, over 1964618.39 frames. utt_duration=1323 frames, utt_pad_proportion=0.04235, over 5948.03 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3089, pruned_loss=0.07466, over 2474615.17 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05413, over 17480.86 utterances.], batch size: 39, lr: 6.22e-04
2022-08-22 16:47:44,431 INFO [train.py:927] (4/8) Epoch 5, batch 3000, giga_loss[loss=0.2338, simple_loss=0.3131, pruned_loss=0.07726, over 12386.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.035, over 122.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3077, pruned_loss=0.07358, over 2472100.04 frames. utt_duration=621.4 frames, utt_pad_proportion=0.05052, over 15950.78 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3088, pruned_loss=0.06896, over 1976624.07 frames. utt_duration=1325 frames, utt_pad_proportion=0.04151, over 5972.92 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3066, pruned_loss=0.07379, over 2473529.75 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05099, over 16931.34 utterances.], batch size: 122, lr: 6.22e-04
2022-08-22 16:47:44,433 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 16:47:57,667 INFO [train.py:967] (4/8) Epoch 5, validation: loss=0.1969, simple_loss=0.3038, pruned_loss=0.04496, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 16:49:36,100 INFO [train.py:927] (4/8) Epoch 5, batch 3050, giga_loss[loss=0.2103, simple_loss=0.2915, pruned_loss=0.06457, over 12372.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.306, pruned_loss=0.07331, over 2471865.35 frames. utt_duration=604.7 frames, utt_pad_proportion=0.05285, over 16392.08 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3086, pruned_loss=0.06895, over 1991371.92 frames. utt_duration=1328 frames, utt_pad_proportion=0.0406, over 6003.21 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3052, pruned_loss=0.07361, over 2472944.85 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05345, over 17416.27 utterances.], batch size: 58, lr: 6.22e-04
2022-08-22 16:51:13,435 INFO [train.py:927] (4/8) Epoch 5, batch 3100, giga_loss[loss=0.2108, simple_loss=0.2932, pruned_loss=0.06426, over 12410.00 frames. utt_duration=857.5 frames, utt_pad_proportion=0.02561, over 58.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3074, pruned_loss=0.07317, over 2472302.45 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05238, over 16772.30 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3087, pruned_loss=0.069, over 2002923.18 frames. utt_duration=1325 frames, utt_pad_proportion=0.04086, over 6054.62 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3067, pruned_loss=0.07346, over 2473475.77 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05291, over 17768.15 utterances.], batch size: 58, lr: 6.22e-04
2022-08-22 16:52:56,505 INFO [train.py:927] (4/8) Epoch 5, batch 3150, libri_loss[loss=0.2296, simple_loss=0.3158, pruned_loss=0.07166, over 12376.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02656, over 43.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3075, pruned_loss=0.07419, over 2471804.14 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05408, over 17246.55 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3091, pruned_loss=0.06935, over 2014049.88 frames. utt_duration=1326 frames, utt_pad_proportion=0.04001, over 6081.06 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3066, pruned_loss=0.07426, over 2473177.20 frames. utt_duration=543 frames, utt_pad_proportion=0.05477, over 18270.82 utterances.], batch size: 43, lr: 6.22e-04
2022-08-22 16:54:37,673 INFO [train.py:927] (4/8) Epoch 5, batch 3200, giga_loss[loss=0.2371, simple_loss=0.3078, pruned_loss=0.08319, over 12374.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05984, over 182.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3073, pruned_loss=0.07556, over 2471899.95 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05845, over 17788.47 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3096, pruned_loss=0.06968, over 2025568.60 frames. utt_duration=1322 frames, utt_pad_proportion=0.04018, over 6135.79 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3061, pruned_loss=0.07548, over 2472822.74 frames. utt_duration=527.2 frames, utt_pad_proportion=0.05891, over 18816.79 utterances.], batch size: 182, lr: 6.21e-04
2022-08-22 16:56:14,357 INFO [train.py:927] (4/8) Epoch 5, batch 3250, giga_loss[loss=0.2555, simple_loss=0.3291, pruned_loss=0.09097, over 12443.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04133, over 114.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3043, pruned_loss=0.07468, over 2472352.73 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05761, over 17310.49 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3093, pruned_loss=0.06989, over 2036472.20 frames. utt_duration=1328 frames, utt_pad_proportion=0.03947, over 6142.30 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3035, pruned_loss=0.07458, over 2473213.71 frames. utt_duration=539.9 frames, utt_pad_proportion=0.05837, over 18375.24 utterances.], batch size: 114, lr: 6.21e-04
2022-08-22 16:57:50,259 INFO [train.py:927] (4/8) Epoch 5, batch 3300, giga_loss[loss=0.2285, simple_loss=0.3077, pruned_loss=0.07469, over 12422.00 frames. utt_duration=310 frames, utt_pad_proportion=0.0491, over 161.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3023, pruned_loss=0.074, over 2472869.92 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05688, over 17562.17 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3097, pruned_loss=0.0703, over 2047302.73 frames. utt_duration=1313 frames, utt_pad_proportion=0.04501, over 6244.76 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3012, pruned_loss=0.07372, over 2473525.12 frames. utt_duration=534.4 frames, utt_pad_proportion=0.05607, over 18567.88 utterances.], batch size: 161, lr: 6.21e-04
2022-08-22 16:59:31,845 INFO [train.py:927] (4/8) Epoch 5, batch 3350, giga_loss[loss=0.194, simple_loss=0.2746, pruned_loss=0.05668, over 12338.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03324, over 62.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3001, pruned_loss=0.07293, over 2473477.06 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05853, over 17603.90 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3099, pruned_loss=0.07044, over 2062072.78 frames. utt_duration=1314 frames, utt_pad_proportion=0.04407, over 6283.73 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.2989, pruned_loss=0.0727, over 2473920.48 frames. utt_duration=530.5 frames, utt_pad_proportion=0.05817, over 18706.34 utterances.], batch size: 62, lr: 6.21e-04
2022-08-22 17:01:11,046 INFO [train.py:927] (4/8) Epoch 5, batch 3400, giga_loss[loss=0.2489, simple_loss=0.3251, pruned_loss=0.08638, over 12389.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03267, over 80.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3017, pruned_loss=0.07341, over 2473074.50 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05468, over 17141.29 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3098, pruned_loss=0.07045, over 2070169.10 frames. utt_duration=1313 frames, utt_pad_proportion=0.04371, over 6313.73 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3006, pruned_loss=0.07325, over 2473480.51 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05481, over 18177.66 utterances.], batch size: 80, lr: 6.21e-04
2022-08-22 17:02:52,078 INFO [train.py:927] (4/8) Epoch 5, batch 3450, giga_loss[loss=0.2412, simple_loss=0.3187, pruned_loss=0.08184, over 12401.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0348, over 80.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3039, pruned_loss=0.07343, over 2473610.74 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05647, over 17069.46 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3106, pruned_loss=0.07072, over 2084123.81 frames. utt_duration=1297 frames, utt_pad_proportion=0.04748, over 6435.88 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3022, pruned_loss=0.0732, over 2473879.12 frames. utt_duration=547.4 frames, utt_pad_proportion=0.0555, over 18127.51 utterances.], batch size: 80, lr: 6.21e-04
2022-08-22 17:04:31,137 INFO [train.py:927] (4/8) Epoch 5, batch 3500, giga_loss[loss=0.2534, simple_loss=0.3263, pruned_loss=0.09026, over 12333.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0336, over 97.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3063, pruned_loss=0.07467, over 2473959.96 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05816, over 17305.95 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3109, pruned_loss=0.07099, over 2097605.35 frames. utt_duration=1282 frames, utt_pad_proportion=0.05265, over 6550.96 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3045, pruned_loss=0.07438, over 2474150.70 frames. utt_duration=539.6 frames, utt_pad_proportion=0.05565, over 18391.89 utterances.], batch size: 97, lr: 6.21e-04
2022-08-22 17:06:16,599 INFO [train.py:927] (4/8) Epoch 5, batch 3550, giga_loss[loss=0.2613, simple_loss=0.335, pruned_loss=0.09384, over 12365.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3126, pruned_loss=0.07955, over 2474294.19 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06503, over 17825.65 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3111, pruned_loss=0.07126, over 2114308.40 frames. utt_duration=1270 frames, utt_pad_proportion=0.05619, over 6668.48 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3109, pruned_loss=0.07932, over 2474348.40 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06159, over 19029.12 utterances.], batch size: 70, lr: 6.20e-04
2022-08-22 17:07:56,604 INFO [train.py:927] (4/8) Epoch 5, batch 3600, giga_loss[loss=0.2334, simple_loss=0.3177, pruned_loss=0.07453, over 12391.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04545, over 26.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3219, pruned_loss=0.08639, over 2474738.23 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07433, over 19598.46 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3118, pruned_loss=0.07131, over 2118008.22 frames. utt_duration=1272 frames, utt_pad_proportion=0.05567, over 6670.79 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3201, pruned_loss=0.08628, over 2474679.04 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0716, over 20656.85 utterances.], batch size: 26, lr: 6.20e-04
2022-08-22 17:09:38,429 INFO [train.py:927] (4/8) Epoch 5, batch 3650, giga_loss[loss=0.3576, simple_loss=0.3825, pruned_loss=0.1663, over 12360.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2077, over 371.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3294, pruned_loss=0.09269, over 2474568.99 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07823, over 20342.14 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3117, pruned_loss=0.07126, over 2122949.63 frames. utt_duration=1274 frames, utt_pad_proportion=0.05492, over 6671.70 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3282, pruned_loss=0.09289, over 2474882.23 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07626, over 21352.95 utterances.], batch size: 371, lr: 6.20e-04
2022-08-22 17:11:22,577 INFO [train.py:927] (4/8) Epoch 5, batch 3700, giga_loss[loss=0.353, simple_loss=0.3978, pruned_loss=0.1541, over 12449.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03532, over 123.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3332, pruned_loss=0.09557, over 2474438.91 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07848, over 20435.38 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3121, pruned_loss=0.07155, over 2128414.99 frames. utt_duration=1276 frames, utt_pad_proportion=0.05418, over 6682.53 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3322, pruned_loss=0.0958, over 2474488.80 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07722, over 21407.16 utterances.], batch size: 123, lr: 6.20e-04
2022-08-22 17:13:07,959 INFO [train.py:927] (4/8) Epoch 5, batch 3750, giga_loss[loss=0.3204, simple_loss=0.373, pruned_loss=0.1339, over 12439.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04136, over 146.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3384, pruned_loss=0.1007, over 2473819.49 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07692, over 20978.47 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3126, pruned_loss=0.07165, over 2133462.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.05344, over 6687.26 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3376, pruned_loss=0.1011, over 2473966.13 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07632, over 21924.76 utterances.], batch size: 146, lr: 6.20e-04
2022-08-22 17:14:55,156 INFO [train.py:927] (4/8) Epoch 5, batch 3800, giga_loss[loss=0.3989, simple_loss=0.4157, pruned_loss=0.191, over 12370.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1058, over 258.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.3455, pruned_loss=0.1077, over 2473453.13 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07941, over 21509.78 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3131, pruned_loss=0.07179, over 2139651.95 frames. utt_duration=1281 frames, utt_pad_proportion=0.05249, over 6689.49 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.345, pruned_loss=0.1085, over 2474075.60 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07923, over 22517.91 utterances.], batch size: 258, lr: 6.20e-04
2022-08-22 17:16:39,588 INFO [train.py:927] (4/8) Epoch 5, batch 3850, giga_loss[loss=0.2676, simple_loss=0.3433, pruned_loss=0.09595, over 12476.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02927, over 55.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3462, pruned_loss=0.1088, over 2473814.89 frames. utt_duration=461.1 frames, utt_pad_proportion=0.0791, over 21528.48 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3129, pruned_loss=0.07168, over 2147696.27 frames. utt_duration=1285 frames, utt_pad_proportion=0.05135, over 6691.24 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3466, pruned_loss=0.1103, over 2474496.71 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07944, over 22640.72 utterances.], batch size: 55, lr: 6.20e-04
2022-08-22 17:18:23,828 INFO [train.py:927] (4/8) Epoch 5, batch 3900, giga_loss[loss=0.3115, simple_loss=0.3574, pruned_loss=0.1328, over 12369.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1989, over 367.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3461, pruned_loss=0.1078, over 2473538.72 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07995, over 21248.01 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3125, pruned_loss=0.07157, over 2158326.61 frames. utt_duration=1287 frames, utt_pad_proportion=0.05018, over 6715.44 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3478, pruned_loss=0.1103, over 2474645.04 frames. utt_duration=440 frames, utt_pad_proportion=0.08079, over 22573.05 utterances.], batch size: 367, lr: 6.19e-04
2022-08-22 17:20:05,105 INFO [train.py:927] (4/8) Epoch 5, batch 3950, giga_loss[loss=0.2101, simple_loss=0.3086, pruned_loss=0.05574, over 12294.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.04723, over 26.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3442, pruned_loss=0.1054, over 2473600.90 frames. utt_duration=465.9 frames, utt_pad_proportion=0.08043, over 21305.86 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3124, pruned_loss=0.07159, over 2164524.45 frames. utt_duration=1286 frames, utt_pad_proportion=0.05033, over 6742.68 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3463, pruned_loss=0.1079, over 2474515.27 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08123, over 22590.80 utterances.], batch size: 26, lr: 6.19e-04
2022-08-22 17:21:51,472 INFO [train.py:927] (4/8) Epoch 5, batch 4000, giga_loss[loss=0.243, simple_loss=0.3286, pruned_loss=0.0787, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02625, over 48.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3437, pruned_loss=0.1029, over 2474227.76 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07748, over 21300.83 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.314, pruned_loss=0.07219, over 2172042.62 frames. utt_duration=1259 frames, utt_pad_proportion=0.05668, over 6907.91 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3447, pruned_loss=0.1051, over 2475072.67 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07692, over 22498.84 utterances.], batch size: 48, lr: 6.19e-04
2022-08-22 17:23:35,441 INFO [train.py:927] (4/8) Epoch 5, batch 4050, giga_loss[loss=0.2356, simple_loss=0.3039, pruned_loss=0.08362, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04837, over 34.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3442, pruned_loss=0.1003, over 2474243.32 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08513, over 21816.29 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3194, pruned_loss=0.0725, over 2182269.23 frames. utt_duration=1247 frames, utt_pad_proportion=0.06064, over 7010.82 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3417, pruned_loss=0.1028, over 2475069.47 frames. utt_duration=429.2 frames, utt_pad_proportion=0.08349, over 23142.80 utterances.], batch size: 34, lr: 6.19e-04
2022-08-22 17:25:15,224 INFO [train.py:927] (4/8) Epoch 5, batch 4100, giga_loss[loss=0.2276, simple_loss=0.311, pruned_loss=0.07216, over 12405.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04889, over 34.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3418, pruned_loss=0.0988, over 2474749.50 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07948, over 21417.35 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3191, pruned_loss=0.07243, over 2188060.37 frames. utt_duration=1249 frames, utt_pad_proportion=0.06012, over 7016.77 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3405, pruned_loss=0.1013, over 2475412.59 frames. utt_duration=437 frames, utt_pad_proportion=0.07872, over 22731.82 utterances.], batch size: 34, lr: 6.19e-04
2022-08-22 17:27:08,604 INFO [train.py:927] (4/8) Epoch 5, batch 4150, libri_loss[loss=0.2579, simple_loss=0.3326, pruned_loss=0.09158, over 12445.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009752, over 39.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3397, pruned_loss=0.0976, over 2474250.53 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07924, over 20877.68 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3184, pruned_loss=0.07216, over 2196555.91 frames. utt_duration=1256 frames, utt_pad_proportion=0.05871, over 7002.61 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3399, pruned_loss=0.1006, over 2474759.31 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07923, over 22340.93 utterances.], batch size: 39, lr: 6.19e-04
2022-08-22 17:28:52,271 INFO [train.py:927] (4/8) Epoch 5, batch 4200, giga_loss[loss=0.2817, simple_loss=0.3586, pruned_loss=0.1024, over 12458.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03099, over 75.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3395, pruned_loss=0.0957, over 2474225.47 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07621, over 20747.09 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3183, pruned_loss=0.0723, over 2201718.19 frames. utt_duration=1258 frames, utt_pad_proportion=0.05808, over 7011.33 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.34, pruned_loss=0.09838, over 2474942.90 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07669, over 22152.20 utterances.], batch size: 75, lr: 6.19e-04
2022-08-22 17:30:39,453 INFO [train.py:927] (4/8) Epoch 5, batch 4250, giga_loss[loss=0.2392, simple_loss=0.3183, pruned_loss=0.08005, over 12259.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02809, over 54.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3389, pruned_loss=0.09638, over 2474113.51 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07554, over 21133.36 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3183, pruned_loss=0.07228, over 2203001.60 frames. utt_duration=1258 frames, utt_pad_proportion=0.05782, over 7011.27 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3395, pruned_loss=0.09859, over 2474741.90 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07604, over 22292.77 utterances.], batch size: 54, lr: 6.18e-04
2022-08-22 17:32:26,944 INFO [train.py:927] (4/8) Epoch 5, batch 4300, giga_loss[loss=0.2512, simple_loss=0.3219, pruned_loss=0.09023, over 12377.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02504, over 66.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3374, pruned_loss=0.09649, over 2474510.80 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07487, over 20982.76 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3192, pruned_loss=0.0726, over 2208426.74 frames. utt_duration=1261 frames, utt_pad_proportion=0.05686, over 7012.04 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3375, pruned_loss=0.09841, over 2474966.18 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07564, over 22145.58 utterances.], batch size: 66, lr: 6.18e-04
2022-08-22 17:34:15,620 INFO [train.py:927] (4/8) Epoch 5, batch 4350, giga_loss[loss=0.2589, simple_loss=0.3346, pruned_loss=0.09162, over 12446.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.0317, over 55.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3354, pruned_loss=0.09402, over 2474784.86 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07091, over 19999.59 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3188, pruned_loss=0.07238, over 2212124.69 frames. utt_duration=1265 frames, utt_pad_proportion=0.05616, over 7005.90 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.336, pruned_loss=0.09604, over 2475416.93 frames. utt_duration=470.4 frames, utt_pad_proportion=0.072, over 21115.23 utterances.], batch size: 55, lr: 6.18e-04
2022-08-22 17:36:00,251 INFO [train.py:927] (4/8) Epoch 5, batch 4400, giga_loss[loss=0.3075, simple_loss=0.3538, pruned_loss=0.1307, over 12391.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3345, pruned_loss=0.09334, over 2475324.16 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07274, over 20210.62 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3191, pruned_loss=0.07269, over 2218694.81 frames. utt_duration=1252 frames, utt_pad_proportion=0.05977, over 7098.94 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3351, pruned_loss=0.09518, over 2475747.83 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0726, over 21311.34 utterances.], batch size: 259, lr: 6.18e-04
2022-08-22 17:37:46,459 INFO [train.py:927] (4/8) Epoch 5, batch 4450, giga_loss[loss=0.2429, simple_loss=0.3148, pruned_loss=0.08548, over 12428.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0368, over 105.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3306, pruned_loss=0.09135, over 2474297.91 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07389, over 19793.81 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3187, pruned_loss=0.07276, over 2228304.19 frames. utt_duration=1260 frames, utt_pad_proportion=0.05807, over 7081.37 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3319, pruned_loss=0.09349, over 2475054.10 frames. utt_duration=469 frames, utt_pad_proportion=0.07444, over 21173.97 utterances.], batch size: 105, lr: 6.18e-04
2022-08-22 17:39:33,952 INFO [train.py:927] (4/8) Epoch 5, batch 4500, giga_loss[loss=0.299, simple_loss=0.3507, pruned_loss=0.1236, over 12417.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07624, over 213.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3291, pruned_loss=0.09176, over 2473135.06 frames. utt_duration=489 frames, utt_pad_proportion=0.07802, over 20289.03 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3184, pruned_loss=0.07254, over 2231684.41 frames. utt_duration=1263 frames, utt_pad_proportion=0.05733, over 7076.16 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3305, pruned_loss=0.09388, over 2473997.32 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07854, over 21560.07 utterances.], batch size: 213, lr: 6.18e-04
2022-08-22 17:41:18,866 INFO [train.py:927] (4/8) Epoch 5, batch 4550, giga_loss[loss=0.2372, simple_loss=0.3219, pruned_loss=0.07628, over 12321.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.03083, over 66.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3282, pruned_loss=0.09192, over 2473698.50 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07485, over 20097.21 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3182, pruned_loss=0.07267, over 2237859.52 frames. utt_duration=1259 frames, utt_pad_proportion=0.05747, over 7118.49 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3298, pruned_loss=0.09399, over 2474195.62 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07557, over 21383.01 utterances.], batch size: 66, lr: 6.18e-04
2022-08-22 17:43:04,098 INFO [train.py:927] (4/8) Epoch 5, batch 4600, libri_loss[loss=0.2339, simple_loss=0.3185, pruned_loss=0.07462, over 12312.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006808, over 36.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3288, pruned_loss=0.09226, over 2473998.01 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07795, over 20400.89 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3183, pruned_loss=0.07276, over 2245813.13 frames. utt_duration=1237 frames, utt_pad_proportion=0.0654, over 7271.91 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3303, pruned_loss=0.09446, over 2474566.52 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07614, over 21724.46 utterances.], batch size: 36, lr: 6.18e-04
2022-08-22 17:44:49,221 INFO [train.py:927] (4/8) Epoch 5, batch 4650, giga_loss[loss=0.2544, simple_loss=0.3319, pruned_loss=0.08842, over 12388.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3283, pruned_loss=0.09177, over 2474779.93 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07891, over 20531.32 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3175, pruned_loss=0.07248, over 2253773.85 frames. utt_duration=1244 frames, utt_pad_proportion=0.06355, over 7253.72 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3304, pruned_loss=0.0944, over 2475166.40 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07811, over 22036.43 utterances.], batch size: 113, lr: 6.17e-04
2022-08-22 17:46:33,171 INFO [train.py:927] (4/8) Epoch 5, batch 4700, giga_loss[loss=0.2818, simple_loss=0.3454, pruned_loss=0.1091, over 12425.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03149, over 80.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3285, pruned_loss=0.09162, over 2475377.97 frames. utt_duration=474.4 frames, utt_pad_proportion=0.08081, over 20936.69 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3179, pruned_loss=0.07259, over 2259216.15 frames. utt_duration=1248 frames, utt_pad_proportion=0.06224, over 7252.39 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3302, pruned_loss=0.09405, over 2475726.42 frames. utt_duration=443 frames, utt_pad_proportion=0.08051, over 22428.91 utterances.], batch size: 80, lr: 6.17e-04
2022-08-22 17:48:19,765 INFO [train.py:927] (4/8) Epoch 5, batch 4750, giga_loss[loss=0.3498, simple_loss=0.3876, pruned_loss=0.156, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07477, over 212.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3314, pruned_loss=0.09473, over 2475551.22 frames. utt_duration=473 frames, utt_pad_proportion=0.07639, over 21001.49 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.318, pruned_loss=0.07267, over 2263454.31 frames. utt_duration=1252 frames, utt_pad_proportion=0.06125, over 7239.43 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3329, pruned_loss=0.09699, over 2475892.86 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07679, over 22450.42 utterances.], batch size: 212, lr: 6.17e-04
2022-08-22 17:50:03,796 INFO [train.py:927] (4/8) Epoch 5, batch 4800, giga_loss[loss=0.2652, simple_loss=0.3311, pruned_loss=0.09962, over 12303.00 frames. utt_duration=849.9 frames, utt_pad_proportion=0.0364, over 58.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3332, pruned_loss=0.09762, over 2475385.64 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07776, over 21469.65 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3178, pruned_loss=0.0726, over 2266232.82 frames. utt_duration=1256 frames, utt_pad_proportion=0.06052, over 7227.92 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3348, pruned_loss=0.09979, over 2476007.10 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07825, over 22813.59 utterances.], batch size: 58, lr: 6.17e-04
2022-08-22 17:51:49,932 INFO [train.py:927] (4/8) Epoch 5, batch 4850, giga_loss[loss=0.2521, simple_loss=0.3159, pruned_loss=0.09413, over 12424.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04216, over 31.00 utterances.], tot_loss[loss=0.263, simple_loss=0.332, pruned_loss=0.09702, over 2475287.87 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07578, over 20894.34 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3174, pruned_loss=0.07252, over 2272264.11 frames. utt_duration=1261 frames, utt_pad_proportion=0.05904, over 7214.21 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3341, pruned_loss=0.09948, over 2475934.04 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07686, over 22354.81 utterances.], batch size: 31, lr: 6.17e-04
2022-08-22 17:53:34,352 INFO [train.py:927] (4/8) Epoch 5, batch 4900, giga_loss[loss=0.2503, simple_loss=0.3197, pruned_loss=0.09039, over 12449.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03106, over 80.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3309, pruned_loss=0.09471, over 2474712.96 frames. utt_duration=473.3 frames, utt_pad_proportion=0.0773, over 20977.55 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3172, pruned_loss=0.07245, over 2274205.15 frames. utt_duration=1261 frames, utt_pad_proportion=0.05891, over 7225.09 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3327, pruned_loss=0.09692, over 2475290.89 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07821, over 22244.57 utterances.], batch size: 80, lr: 6.17e-04
2022-08-22 17:55:21,055 INFO [train.py:927] (4/8) Epoch 5, batch 4950, giga_loss[loss=0.267, simple_loss=0.3301, pruned_loss=0.102, over 12426.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03869, over 105.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3292, pruned_loss=0.09334, over 2474936.97 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07496, over 20082.53 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3182, pruned_loss=0.07284, over 2283593.89 frames. utt_duration=1249 frames, utt_pad_proportion=0.06184, over 7324.99 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3305, pruned_loss=0.09576, over 2475778.53 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07537, over 21603.58 utterances.], batch size: 105, lr: 6.17e-04
2022-08-22 17:57:04,376 INFO [train.py:927] (4/8) Epoch 5, batch 5000, giga_loss[loss=0.298, simple_loss=0.3602, pruned_loss=0.1179, over 12411.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.04968, over 147.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3299, pruned_loss=0.09414, over 2475023.95 frames. utt_duration=497.2 frames, utt_pad_proportion=0.0722, over 19971.78 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3182, pruned_loss=0.07284, over 2288156.27 frames. utt_duration=1249 frames, utt_pad_proportion=0.06093, over 7337.88 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3312, pruned_loss=0.09651, over 2475868.99 frames. utt_duration=463 frames, utt_pad_proportion=0.07308, over 21459.86 utterances.], batch size: 147, lr: 6.16e-04
2022-08-22 17:58:53,133 INFO [train.py:927] (4/8) Epoch 5, batch 5050, giga_loss[loss=0.2499, simple_loss=0.3413, pruned_loss=0.07922, over 12110.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04389, over 33.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3328, pruned_loss=0.09385, over 2475018.88 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06979, over 19572.75 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3181, pruned_loss=0.07284, over 2290972.48 frames. utt_duration=1252 frames, utt_pad_proportion=0.06019, over 7327.84 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3341, pruned_loss=0.09602, over 2475670.10 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07093, over 20923.21 utterances.], batch size: 33, lr: 6.16e-04
2022-08-22 18:00:38,270 INFO [train.py:927] (4/8) Epoch 5, batch 5100, giga_loss[loss=0.2623, simple_loss=0.3353, pruned_loss=0.09464, over 12387.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03882, over 113.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3353, pruned_loss=0.09546, over 2475607.16 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06728, over 19617.36 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3182, pruned_loss=0.07289, over 2293870.49 frames. utt_duration=1251 frames, utt_pad_proportion=0.05977, over 7342.78 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3365, pruned_loss=0.09743, over 2475988.19 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06852, over 20836.31 utterances.], batch size: 113, lr: 6.16e-04
2022-08-22 18:02:27,389 INFO [train.py:927] (4/8) Epoch 5, batch 5150, libri_loss[loss=0.2417, simple_loss=0.3387, pruned_loss=0.07235, over 12456.00 frames. utt_duration=959.8 frames, utt_pad_proportion=0.06911, over 52.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3358, pruned_loss=0.09587, over 2475913.71 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06727, over 19449.39 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3184, pruned_loss=0.07282, over 2299300.36 frames. utt_duration=1248 frames, utt_pad_proportion=0.05879, over 7381.02 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3371, pruned_loss=0.09814, over 2476192.00 frames. utt_duration=479.2 frames, utt_pad_proportion=0.0687, over 20734.11 utterances.], batch size: 52, lr: 6.16e-04
2022-08-22 18:04:13,577 INFO [train.py:927] (4/8) Epoch 5, batch 5200, giga_loss[loss=0.255, simple_loss=0.3257, pruned_loss=0.09217, over 12321.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02842, over 74.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3341, pruned_loss=0.09527, over 2475563.49 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06517, over 19349.41 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.318, pruned_loss=0.07257, over 2303303.36 frames. utt_duration=1247 frames, utt_pad_proportion=0.05851, over 7395.47 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3357, pruned_loss=0.0978, over 2476109.51 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06659, over 20631.72 utterances.], batch size: 74, lr: 6.16e-04
2022-08-22 18:05:58,802 INFO [train.py:927] (4/8) Epoch 5, batch 5250, giga_loss[loss=0.2968, simple_loss=0.3385, pruned_loss=0.1275, over 12358.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2072, over 371.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3335, pruned_loss=0.09614, over 2474822.88 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07034, over 20317.92 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3183, pruned_loss=0.0726, over 2305736.74 frames. utt_duration=1250 frames, utt_pad_proportion=0.0578, over 7387.56 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3348, pruned_loss=0.09844, over 2475381.37 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07139, over 21503.39 utterances.], batch size: 371, lr: 6.16e-04
2022-08-22 18:07:44,760 INFO [train.py:927] (4/8) Epoch 5, batch 5300, giga_loss[loss=0.237, simple_loss=0.3052, pruned_loss=0.08444, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0367, over 37.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3318, pruned_loss=0.0955, over 2475002.21 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07087, over 20105.10 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3182, pruned_loss=0.07257, over 2308837.11 frames. utt_duration=1252 frames, utt_pad_proportion=0.05688, over 7385.80 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3332, pruned_loss=0.09776, over 2475680.95 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07205, over 21281.11 utterances.], batch size: 37, lr: 6.16e-04
2022-08-22 18:09:29,423 INFO [train.py:927] (4/8) Epoch 5, batch 5350, giga_loss[loss=0.3222, simple_loss=0.3733, pruned_loss=0.1356, over 12470.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03544, over 43.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3303, pruned_loss=0.09455, over 2475622.46 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06845, over 19432.06 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.318, pruned_loss=0.07258, over 2314962.64 frames. utt_duration=1257 frames, utt_pad_proportion=0.05523, over 7378.34 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.332, pruned_loss=0.09706, over 2475815.87 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07023, over 20768.09 utterances.], batch size: 43, lr: 6.15e-04
2022-08-22 18:11:12,797 INFO [train.py:927] (4/8) Epoch 5, batch 5400, giga_loss[loss=0.2564, simple_loss=0.3364, pruned_loss=0.08814, over 12154.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03343, over 30.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3315, pruned_loss=0.09485, over 2474720.67 frames. utt_duration=507.8 frames, utt_pad_proportion=0.07069, over 19550.32 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.318, pruned_loss=0.07287, over 2321197.30 frames. utt_duration=1249 frames, utt_pad_proportion=0.05767, over 7440.27 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3333, pruned_loss=0.09742, over 2474936.23 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07148, over 21010.68 utterances.], batch size: 30, lr: 6.15e-04
2022-08-22 18:12:58,613 INFO [train.py:927] (4/8) Epoch 5, batch 5450, giga_loss[loss=0.2443, simple_loss=0.3324, pruned_loss=0.07813, over 12385.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02791, over 85.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3318, pruned_loss=0.09507, over 2474097.33 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07185, over 19613.20 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3181, pruned_loss=0.0729, over 2325665.99 frames. utt_duration=1249 frames, utt_pad_proportion=0.05713, over 7459.44 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3335, pruned_loss=0.09769, over 2474337.42 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07274, over 21088.78 utterances.], batch size: 85, lr: 6.15e-04
2022-08-22 18:14:45,301 INFO [train.py:927] (4/8) Epoch 5, batch 5500, giga_loss[loss=0.2556, simple_loss=0.3402, pruned_loss=0.08554, over 12335.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02983, over 48.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3328, pruned_loss=0.09288, over 2473739.23 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06889, over 18944.43 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3179, pruned_loss=0.07289, over 2330837.32 frames. utt_duration=1252 frames, utt_pad_proportion=0.05568, over 7453.42 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3348, pruned_loss=0.09567, over 2473876.69 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07044, over 20516.81 utterances.], batch size: 48, lr: 6.15e-04
2022-08-22 18:16:27,557 INFO [train.py:927] (4/8) Epoch 5, batch 5550, giga_loss[loss=0.2931, simple_loss=0.3664, pruned_loss=0.1099, over 12385.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02993, over 97.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.334, pruned_loss=0.09252, over 2473891.04 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06293, over 18066.00 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3174, pruned_loss=0.07295, over 2336794.20 frames. utt_duration=1257 frames, utt_pad_proportion=0.0549, over 7444.62 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3366, pruned_loss=0.09549, over 2474305.77 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06513, over 19777.63 utterances.], batch size: 97, lr: 6.15e-04
2022-08-22 18:18:11,371 INFO [train.py:927] (4/8) Epoch 5, batch 5600, giga_loss[loss=0.3026, simple_loss=0.3653, pruned_loss=0.1199, over 12371.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0605, over 182.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3361, pruned_loss=0.09502, over 2474442.13 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06407, over 18513.80 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3176, pruned_loss=0.07308, over 2341487.11 frames. utt_duration=1240 frames, utt_pad_proportion=0.05874, over 7561.50 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3385, pruned_loss=0.09795, over 2474799.63 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06454, over 20114.36 utterances.], batch size: 182, lr: 6.15e-04
2022-08-22 18:19:56,238 INFO [train.py:927] (4/8) Epoch 5, batch 5650, giga_loss[loss=0.304, simple_loss=0.3562, pruned_loss=0.1259, over 12357.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3364, pruned_loss=0.09588, over 2474066.75 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06865, over 19604.87 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3175, pruned_loss=0.07303, over 2343932.20 frames. utt_duration=1243 frames, utt_pad_proportion=0.05785, over 7549.28 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3389, pruned_loss=0.09866, over 2474520.90 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06907, over 21098.17 utterances.], batch size: 258, lr: 6.15e-04
2022-08-22 18:21:40,326 INFO [train.py:927] (4/8) Epoch 5, batch 5700, giga_loss[loss=0.2339, simple_loss=0.3197, pruned_loss=0.07408, over 12350.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0295, over 91.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3365, pruned_loss=0.09392, over 2474471.59 frames. utt_duration=513.7 frames, utt_pad_proportion=0.0696, over 19325.10 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3179, pruned_loss=0.07317, over 2347888.15 frames. utt_duration=1227 frames, utt_pad_proportion=0.06171, over 7661.22 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3385, pruned_loss=0.0966, over 2474757.87 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06882, over 20737.78 utterances.], batch size: 91, lr: 6.14e-04
2022-08-22 18:23:27,164 INFO [train.py:927] (4/8) Epoch 5, batch 5750, giga_loss[loss=0.2446, simple_loss=0.3223, pruned_loss=0.08342, over 12420.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03829, over 133.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3375, pruned_loss=0.09569, over 2474300.45 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07222, over 20028.69 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3176, pruned_loss=0.07308, over 2352359.77 frames. utt_duration=1233 frames, utt_pad_proportion=0.06014, over 7643.20 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.34, pruned_loss=0.09864, over 2474426.95 frames. utt_duration=460.3 frames, utt_pad_proportion=0.0721, over 21571.02 utterances.], batch size: 133, lr: 6.14e-04
2022-08-22 18:25:09,462 INFO [train.py:927] (4/8) Epoch 5, batch 5800, giga_loss[loss=0.3326, simple_loss=0.3628, pruned_loss=0.1511, over 12326.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.1963, over 367.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3365, pruned_loss=0.09615, over 2474635.35 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07695, over 20436.41 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3179, pruned_loss=0.07312, over 2353525.72 frames. utt_duration=1230 frames, utt_pad_proportion=0.05998, over 7660.70 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3384, pruned_loss=0.09865, over 2474776.23 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07668, over 21745.35 utterances.], batch size: 367, lr: 6.14e-04
2022-08-22 18:26:55,885 INFO [train.py:927] (4/8) Epoch 5, batch 5850, giga_loss[loss=0.2346, simple_loss=0.3122, pruned_loss=0.07844, over 12360.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03195, over 62.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3339, pruned_loss=0.09503, over 2474676.52 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07299, over 19939.22 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3178, pruned_loss=0.0731, over 2355652.27 frames. utt_duration=1236 frames, utt_pad_proportion=0.05913, over 7630.73 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3358, pruned_loss=0.09741, over 2475033.65 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07336, over 21224.68 utterances.], batch size: 62, lr: 6.14e-04
2022-08-22 18:28:40,721 INFO [train.py:927] (4/8) Epoch 5, batch 5900, giga_loss[loss=0.3014, simple_loss=0.3384, pruned_loss=0.1322, over 12366.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2051, over 370.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3341, pruned_loss=0.09616, over 2475394.90 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07672, over 20835.83 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3181, pruned_loss=0.07317, over 2357900.75 frames. utt_duration=1238 frames, utt_pad_proportion=0.05856, over 7629.13 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3357, pruned_loss=0.09838, over 2475768.92 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07705, over 22070.70 utterances.], batch size: 370, lr: 6.14e-04
2022-08-22 18:30:24,019 INFO [train.py:927] (4/8) Epoch 5, batch 5950, giga_loss[loss=0.3005, simple_loss=0.3528, pruned_loss=0.1241, over 12390.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3306, pruned_loss=0.09289, over 2475641.84 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07511, over 21023.90 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3179, pruned_loss=0.07303, over 2359671.05 frames. utt_duration=1237 frames, utt_pad_proportion=0.05822, over 7641.69 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3322, pruned_loss=0.09506, over 2475919.47 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07564, over 22172.11 utterances.], batch size: 259, lr: 6.14e-04
2022-08-22 18:32:12,606 INFO [train.py:927] (4/8) Epoch 5, batch 6000, giga_loss[loss=0.2432, simple_loss=0.3166, pruned_loss=0.08488, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.0242, over 45.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3283, pruned_loss=0.09096, over 2475618.91 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07336, over 20785.87 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3177, pruned_loss=0.07304, over 2362227.88 frames. utt_duration=1235 frames, utt_pad_proportion=0.05823, over 7657.30 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.33, pruned_loss=0.0931, over 2476116.30 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07406, over 21994.66 utterances.], batch size: 45, lr: 6.14e-04
2022-08-22 18:32:12,608 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 18:32:26,449 INFO [train.py:967] (4/8) Epoch 5, validation: loss=0.1958, simple_loss=0.304, pruned_loss=0.04377, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 18:34:11,207 INFO [train.py:927] (4/8) Epoch 5, batch 6050, giga_loss[loss=0.2527, simple_loss=0.327, pruned_loss=0.08919, over 12360.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.0611, over 182.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3259, pruned_loss=0.09061, over 2474748.68 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07951, over 21548.33 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3174, pruned_loss=0.07298, over 2364384.65 frames. utt_duration=1241 frames, utt_pad_proportion=0.05724, over 7633.15 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3277, pruned_loss=0.09275, over 2475721.95 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08013, over 22829.81 utterances.], batch size: 182, lr: 6.13e-04
2022-08-22 18:35:52,611 INFO [train.py:927] (4/8) Epoch 5, batch 6100, giga_loss[loss=0.2897, simple_loss=0.3385, pruned_loss=0.1205, over 12320.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2077, over 370.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3274, pruned_loss=0.09115, over 2475581.92 frames. utt_duration=465.7 frames, utt_pad_proportion=0.08037, over 21330.82 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3182, pruned_loss=0.07374, over 2370234.03 frames. utt_duration=1220 frames, utt_pad_proportion=0.06358, over 7777.65 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3287, pruned_loss=0.09308, over 2475970.65 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07945, over 22865.99 utterances.], batch size: 370, lr: 6.13e-04
2022-08-22 18:37:37,327 INFO [train.py:927] (4/8) Epoch 5, batch 6150, giga_loss[loss=0.2694, simple_loss=0.3384, pruned_loss=0.1001, over 12386.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03011, over 97.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3286, pruned_loss=0.09261, over 2475448.44 frames. utt_duration=442.1 frames, utt_pad_proportion=0.08481, over 22473.11 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3182, pruned_loss=0.0737, over 2371364.07 frames. utt_duration=1219 frames, utt_pad_proportion=0.06329, over 7789.81 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3297, pruned_loss=0.09434, over 2475678.93 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08405, over 23802.14 utterances.], batch size: 97, lr: 6.13e-04
2022-08-22 18:39:16,828 INFO [train.py:927] (4/8) Epoch 5, batch 6200, giga_loss[loss=0.2774, simple_loss=0.3452, pruned_loss=0.1048, over 12459.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03731, over 40.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3306, pruned_loss=0.09395, over 2475200.71 frames. utt_duration=453.8 frames, utt_pad_proportion=0.08551, over 21887.41 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3191, pruned_loss=0.07378, over 2375209.33 frames. utt_duration=1212 frames, utt_pad_proportion=0.06395, over 7848.82 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3311, pruned_loss=0.09597, over 2475596.85 frames. utt_duration=424.2 frames, utt_pad_proportion=0.0849, over 23425.85 utterances.], batch size: 40, lr: 6.13e-04
2022-08-22 18:41:07,425 INFO [train.py:927] (4/8) Epoch 5, batch 6250, giga_loss[loss=0.2328, simple_loss=0.3151, pruned_loss=0.07521, over 12343.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03292, over 62.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3319, pruned_loss=0.0948, over 2474649.25 frames. utt_duration=467.7 frames, utt_pad_proportion=0.08106, over 21232.61 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3188, pruned_loss=0.07376, over 2377448.77 frames. utt_duration=1211 frames, utt_pad_proportion=0.06378, over 7862.55 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3328, pruned_loss=0.09689, over 2475172.33 frames. utt_duration=436.6 frames, utt_pad_proportion=0.08101, over 22755.20 utterances.], batch size: 62, lr: 6.13e-04
2022-08-22 18:42:51,481 INFO [train.py:927] (4/8) Epoch 5, batch 6300, giga_loss[loss=0.2505, simple_loss=0.3266, pruned_loss=0.08718, over 12366.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03134, over 62.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3323, pruned_loss=0.09542, over 2475029.58 frames. utt_duration=450.7 frames, utt_pad_proportion=0.08328, over 22037.95 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3187, pruned_loss=0.07386, over 2380514.16 frames. utt_duration=1207 frames, utt_pad_proportion=0.06384, over 7897.56 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3335, pruned_loss=0.09768, over 2475720.09 frames. utt_duration=420 frames, utt_pad_proportion=0.0832, over 23662.19 utterances.], batch size: 62, lr: 6.13e-04
2022-08-22 18:44:40,568 INFO [train.py:927] (4/8) Epoch 5, batch 6350, giga_loss[loss=0.2441, simple_loss=0.327, pruned_loss=0.08061, over 12402.00 frames. utt_duration=753.2 frames, utt_pad_proportion=0.02311, over 66.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3351, pruned_loss=0.09615, over 2475822.86 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08063, over 22657.08 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3187, pruned_loss=0.0738, over 2380890.59 frames. utt_duration=1208 frames, utt_pad_proportion=0.06358, over 7895.07 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3361, pruned_loss=0.09806, over 2476442.78 frames. utt_duration=414.4 frames, utt_pad_proportion=0.08081, over 23990.09 utterances.], batch size: 66, lr: 6.13e-04
2022-08-22 18:46:25,237 INFO [train.py:927] (4/8) Epoch 5, batch 6400, giga_loss[loss=0.3426, simple_loss=0.3809, pruned_loss=0.1522, over 12394.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.334, pruned_loss=0.09659, over 2475903.47 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07779, over 21983.20 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3187, pruned_loss=0.07391, over 2382708.22 frames. utt_duration=1211 frames, utt_pad_proportion=0.06272, over 7880.28 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3351, pruned_loss=0.09839, over 2476453.99 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07841, over 23289.91 utterances.], batch size: 258, lr: 6.13e-04
2022-08-22 18:48:10,380 INFO [train.py:927] (4/8) Epoch 5, batch 6450, giga_loss[loss=0.2289, simple_loss=0.3085, pruned_loss=0.07467, over 12441.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02242, over 48.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3323, pruned_loss=0.09577, over 2475633.09 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07633, over 21634.69 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3187, pruned_loss=0.07381, over 2384513.02 frames. utt_duration=1214 frames, utt_pad_proportion=0.06175, over 7868.68 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3335, pruned_loss=0.09769, over 2476110.08 frames. utt_duration=433.4 frames, utt_pad_proportion=0.0773, over 22929.16 utterances.], batch size: 48, lr: 6.12e-04
2022-08-22 18:49:52,653 INFO [train.py:927] (4/8) Epoch 5, batch 6500, giga_loss[loss=0.2574, simple_loss=0.3231, pruned_loss=0.09588, over 12385.00 frames. utt_duration=973 frames, utt_pad_proportion=0.02894, over 51.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3316, pruned_loss=0.09573, over 2475620.50 frames. utt_duration=458.6 frames, utt_pad_proportion=0.075, over 21663.87 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3184, pruned_loss=0.0735, over 2386371.27 frames. utt_duration=1214 frames, utt_pad_proportion=0.06146, over 7871.77 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3331, pruned_loss=0.09801, over 2476341.63 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07607, over 23001.21 utterances.], batch size: 51, lr: 6.12e-04
2022-08-22 18:51:35,420 INFO [train.py:927] (4/8) Epoch 5, batch 6550, giga_loss[loss=0.2449, simple_loss=0.3253, pruned_loss=0.08227, over 12423.00 frames. utt_duration=858 frames, utt_pad_proportion=0.02721, over 58.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.331, pruned_loss=0.09521, over 2475551.98 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07142, over 20879.70 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3178, pruned_loss=0.07329, over 2388771.13 frames. utt_duration=1222 frames, utt_pad_proportion=0.06026, over 7831.91 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3331, pruned_loss=0.09781, over 2476350.74 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07296, over 22349.75 utterances.], batch size: 58, lr: 6.12e-04
2022-08-22 18:53:19,149 INFO [train.py:927] (4/8) Epoch 5, batch 6600, giga_loss[loss=0.2538, simple_loss=0.3271, pruned_loss=0.09023, over 12423.00 frames. utt_duration=664 frames, utt_pad_proportion=0.0335, over 75.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3331, pruned_loss=0.09704, over 2475016.64 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07071, over 20763.58 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3177, pruned_loss=0.0733, over 2390012.41 frames. utt_duration=1213 frames, utt_pad_proportion=0.06434, over 7893.57 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.335, pruned_loss=0.09936, over 2475677.89 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07065, over 22033.02 utterances.], batch size: 75, lr: 6.12e-04
2022-08-22 18:55:06,237 INFO [train.py:927] (4/8) Epoch 5, batch 6650, giga_loss[loss=0.2777, simple_loss=0.3433, pruned_loss=0.1061, over 12327.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03094, over 85.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3346, pruned_loss=0.09849, over 2474805.85 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07417, over 21617.49 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3177, pruned_loss=0.0732, over 2390818.69 frames. utt_duration=1214 frames, utt_pad_proportion=0.06396, over 7888.69 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3361, pruned_loss=0.1006, over 2475358.99 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07408, over 22729.69 utterances.], batch size: 85, lr: 6.12e-04
2022-08-22 18:56:48,892 INFO [train.py:927] (4/8) Epoch 5, batch 6700, giga_loss[loss=0.3288, simple_loss=0.3811, pruned_loss=0.1383, over 12385.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07434, over 212.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.334, pruned_loss=0.09745, over 2474743.78 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07069, over 20865.80 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3176, pruned_loss=0.07325, over 2393541.75 frames. utt_duration=1219 frames, utt_pad_proportion=0.06237, over 7863.79 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3359, pruned_loss=0.09989, over 2475369.32 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07142, over 22219.77 utterances.], batch size: 212, lr: 6.12e-04
2022-08-22 18:58:30,767 INFO [train.py:927] (4/8) Epoch 5, batch 6750, libri_loss[loss=0.1636, simple_loss=0.2454, pruned_loss=0.0409, over 12236.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007958, over 29.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3342, pruned_loss=0.09778, over 2474381.55 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06866, over 19936.89 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.317, pruned_loss=0.07297, over 2395174.50 frames. utt_duration=1220 frames, utt_pad_proportion=0.06182, over 7862.99 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3367, pruned_loss=0.1005, over 2475228.39 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06963, over 21299.67 utterances.], batch size: 29, lr: 6.12e-04
2022-08-22 19:00:13,832 INFO [train.py:927] (4/8) Epoch 5, batch 6800, giga_loss[loss=0.267, simple_loss=0.3489, pruned_loss=0.09256, over 12363.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03426, over 104.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3333, pruned_loss=0.09673, over 2473765.65 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06643, over 18958.66 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3166, pruned_loss=0.07295, over 2398160.33 frames. utt_duration=1228 frames, utt_pad_proportion=0.05978, over 7823.00 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3364, pruned_loss=0.09997, over 2474916.85 frames. utt_duration=482.7 frames, utt_pad_proportion=0.0682, over 20573.63 utterances.], batch size: 104, lr: 6.11e-04
2022-08-22 19:01:53,985 INFO [train.py:927] (4/8) Epoch 5, batch 6850, giga_loss[loss=0.2692, simple_loss=0.3369, pruned_loss=0.1007, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03842, over 113.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.333, pruned_loss=0.09529, over 2473548.68 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06637, over 18807.66 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3167, pruned_loss=0.07315, over 2399022.49 frames. utt_duration=1230 frames, utt_pad_proportion=0.05907, over 7810.69 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3355, pruned_loss=0.09799, over 2474710.11 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06808, over 20249.83 utterances.], batch size: 113, lr: 6.11e-04
2022-08-22 19:03:34,929 INFO [train.py:927] (4/8) Epoch 5, batch 6900, libri_loss[loss=0.262, simple_loss=0.3535, pruned_loss=0.08532, over 12424.00 frames. utt_duration=777.8 frames, utt_pad_proportion=0.1172, over 64.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3317, pruned_loss=0.09411, over 2473587.98 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06926, over 18704.33 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3174, pruned_loss=0.07359, over 2401596.42 frames. utt_duration=1213 frames, utt_pad_proportion=0.06346, over 7928.09 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3337, pruned_loss=0.09658, over 2474496.68 frames. utt_duration=494 frames, utt_pad_proportion=0.06903, over 20098.19 utterances.], batch size: 64, lr: 6.11e-04
2022-08-22 19:05:13,575 INFO [train.py:927] (4/8) Epoch 5, batch 6950, giga_loss[loss=0.2488, simple_loss=0.3241, pruned_loss=0.08672, over 12464.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04437, over 34.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3314, pruned_loss=0.09362, over 2472948.15 frames. utt_duration=526.4 frames, utt_pad_proportion=0.07184, over 18845.75 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3169, pruned_loss=0.07331, over 2403719.82 frames. utt_duration=1217 frames, utt_pad_proportion=0.06205, over 7910.00 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3338, pruned_loss=0.09649, over 2473992.05 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07207, over 20327.05 utterances.], batch size: 34, lr: 6.11e-04
2022-08-22 19:06:59,395 INFO [train.py:927] (4/8) Epoch 5, batch 7000, giga_loss[loss=0.2739, simple_loss=0.3376, pruned_loss=0.1051, over 12380.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03971, over 113.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3311, pruned_loss=0.09468, over 2473133.54 frames. utt_duration=512.5 frames, utt_pad_proportion=0.07254, over 19359.81 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3165, pruned_loss=0.07314, over 2405081.56 frames. utt_duration=1222 frames, utt_pad_proportion=0.06091, over 7882.55 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3336, pruned_loss=0.09754, over 2474279.38 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07314, over 20808.94 utterances.], batch size: 113, lr: 6.11e-04
2022-08-22 19:08:43,199 INFO [train.py:927] (4/8) Epoch 5, batch 7050, giga_loss[loss=0.2763, simple_loss=0.3376, pruned_loss=0.1075, over 12148.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04105, over 33.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3331, pruned_loss=0.09618, over 2473235.78 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07339, over 19878.53 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3168, pruned_loss=0.07314, over 2406133.32 frames. utt_duration=1225 frames, utt_pad_proportion=0.05993, over 7867.03 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3351, pruned_loss=0.09884, over 2474414.71 frames. utt_duration=467.3 frames, utt_pad_proportion=0.0742, over 21246.14 utterances.], batch size: 33, lr: 6.11e-04
2022-08-22 19:10:24,626 INFO [train.py:927] (4/8) Epoch 5, batch 7100, giga_loss[loss=0.2539, simple_loss=0.3353, pruned_loss=0.08625, over 12337.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03366, over 58.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3327, pruned_loss=0.09557, over 2473459.11 frames. utt_duration=508.4 frames, utt_pad_proportion=0.07236, over 19516.70 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3166, pruned_loss=0.07314, over 2408497.88 frames. utt_duration=1227 frames, utt_pad_proportion=0.05894, over 7862.15 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3352, pruned_loss=0.0986, over 2474682.41 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07366, over 21079.01 utterances.], batch size: 58, lr: 6.11e-04
2022-08-22 19:12:11,378 INFO [train.py:927] (4/8) Epoch 5, batch 7150, giga_loss[loss=0.2239, simple_loss=0.3018, pruned_loss=0.07297, over 12145.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.0412, over 28.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3322, pruned_loss=0.09491, over 2473128.90 frames. utt_duration=513.6 frames, utt_pad_proportion=0.07166, over 19317.21 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3156, pruned_loss=0.07275, over 2410566.03 frames. utt_duration=1236 frames, utt_pad_proportion=0.05741, over 7810.69 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3357, pruned_loss=0.09851, over 2474562.29 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07346, over 21053.11 utterances.], batch size: 28, lr: 6.10e-04
2022-08-22 19:13:54,039 INFO [train.py:927] (4/8) Epoch 5, batch 7200, giga_loss[loss=0.2397, simple_loss=0.3205, pruned_loss=0.07942, over 12383.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02441, over 70.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.331, pruned_loss=0.094, over 2473143.22 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06689, over 18841.53 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3155, pruned_loss=0.07278, over 2412206.29 frames. utt_duration=1238 frames, utt_pad_proportion=0.05634, over 7803.38 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3343, pruned_loss=0.09731, over 2474209.45 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06917, over 20478.35 utterances.], batch size: 70, lr: 6.10e-04
2022-08-22 19:15:41,211 INFO [train.py:927] (4/8) Epoch 5, batch 7250, giga_loss[loss=0.2904, simple_loss=0.3472, pruned_loss=0.1168, over 12388.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06362, over 183.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3296, pruned_loss=0.0936, over 2473172.91 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06629, over 19004.04 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3152, pruned_loss=0.07261, over 2412542.13 frames. utt_duration=1241 frames, utt_pad_proportion=0.05597, over 7786.40 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3325, pruned_loss=0.09651, over 2474232.66 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06827, over 20394.01 utterances.], batch size: 183, lr: 6.10e-04
2022-08-22 19:17:26,024 INFO [train.py:927] (4/8) Epoch 5, batch 7300, giga_loss[loss=0.2519, simple_loss=0.3189, pruned_loss=0.09247, over 12354.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03521, over 104.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3269, pruned_loss=0.09295, over 2473455.38 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06419, over 18815.14 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3146, pruned_loss=0.07239, over 2414008.80 frames. utt_duration=1250 frames, utt_pad_proportion=0.05484, over 7736.34 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.33, pruned_loss=0.09602, over 2474598.36 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06643, over 20272.34 utterances.], batch size: 104, lr: 6.10e-04
2022-08-22 19:19:12,714 INFO [train.py:927] (4/8) Epoch 5, batch 7350, giga_loss[loss=0.2539, simple_loss=0.3336, pruned_loss=0.08713, over 12336.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03363, over 62.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3255, pruned_loss=0.09254, over 2474078.49 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06807, over 19453.23 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3145, pruned_loss=0.07228, over 2415031.24 frames. utt_duration=1254 frames, utt_pad_proportion=0.05428, over 7713.38 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3283, pruned_loss=0.09533, over 2474857.75 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06978, over 20768.38 utterances.], batch size: 62, lr: 6.10e-04
2022-08-22 19:20:57,123 INFO [train.py:927] (4/8) Epoch 5, batch 7400, libri_loss[loss=0.2477, simple_loss=0.3337, pruned_loss=0.08085, over 12355.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01582, over 41.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3259, pruned_loss=0.08997, over 2474492.01 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06419, over 19599.89 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3149, pruned_loss=0.07252, over 2416283.05 frames. utt_duration=1255 frames, utt_pad_proportion=0.05319, over 7708.59 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.328, pruned_loss=0.09242, over 2475313.60 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06623, over 20925.60 utterances.], batch size: 41, lr: 6.10e-04
2022-08-22 19:22:40,700 INFO [train.py:927] (4/8) Epoch 5, batch 7450, libri_loss[loss=0.2374, simple_loss=0.3167, pruned_loss=0.079, over 12459.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005284, over 35.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3234, pruned_loss=0.08693, over 2474723.41 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07065, over 20960.32 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.315, pruned_loss=0.07272, over 2418446.12 frames. utt_duration=1245 frames, utt_pad_proportion=0.0563, over 7779.45 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3253, pruned_loss=0.08924, over 2475228.91 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07107, over 22358.76 utterances.], batch size: 35, lr: 6.10e-04
2022-08-22 19:24:23,912 INFO [train.py:927] (4/8) Epoch 5, batch 7500, giga_loss[loss=0.232, simple_loss=0.3136, pruned_loss=0.07518, over 12367.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06055, over 182.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.321, pruned_loss=0.08327, over 2475300.17 frames. utt_duration=481 frames, utt_pad_proportion=0.06614, over 20647.10 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3138, pruned_loss=0.0721, over 2419808.44 frames. utt_duration=1253 frames, utt_pad_proportion=0.0552, over 7736.68 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3238, pruned_loss=0.08603, over 2476008.65 frames. utt_duration=448 frames, utt_pad_proportion=0.06721, over 22179.91 utterances.], batch size: 182, lr: 6.10e-04
2022-08-22 19:26:05,731 INFO [train.py:927] (4/8) Epoch 5, batch 7550, giga_loss[loss=0.2526, simple_loss=0.3299, pruned_loss=0.08763, over 12390.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04461, over 146.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3218, pruned_loss=0.08299, over 2475892.62 frames. utt_duration=458.6 frames, utt_pad_proportion=0.0674, over 21664.60 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.314, pruned_loss=0.07227, over 2421428.44 frames. utt_duration=1241 frames, utt_pad_proportion=0.05892, over 7816.56 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3242, pruned_loss=0.08536, over 2476495.19 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06711, over 23198.96 utterances.], batch size: 146, lr: 6.09e-04
2022-08-22 19:27:47,743 INFO [train.py:927] (4/8) Epoch 5, batch 7600, giga_loss[loss=0.2044, simple_loss=0.2921, pruned_loss=0.05833, over 12108.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04531, over 33.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3194, pruned_loss=0.08111, over 2475173.89 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07284, over 22823.09 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.314, pruned_loss=0.07223, over 2422869.43 frames. utt_duration=1245 frames, utt_pad_proportion=0.05761, over 7796.46 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3215, pruned_loss=0.08335, over 2476053.38 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07278, over 24537.03 utterances.], batch size: 33, lr: 6.09e-04
2022-08-22 19:29:31,122 INFO [train.py:927] (4/8) Epoch 5, batch 7650, giga_loss[loss=0.2222, simple_loss=0.3023, pruned_loss=0.07099, over 12409.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.0725, over 212.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3178, pruned_loss=0.07956, over 2475208.84 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07204, over 23312.46 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3142, pruned_loss=0.07221, over 2423375.65 frames. utt_duration=1244 frames, utt_pad_proportion=0.0574, over 7803.43 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3194, pruned_loss=0.08142, over 2475906.72 frames. utt_duration=400.9 frames, utt_pad_proportion=0.07215, over 24791.74 utterances.], batch size: 212, lr: 6.09e-04
2022-08-22 19:31:13,735 INFO [train.py:927] (4/8) Epoch 5, batch 7700, giga_loss[loss=0.212, simple_loss=0.2811, pruned_loss=0.07149, over 12345.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1824, over 359.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3156, pruned_loss=0.07726, over 2474920.54 frames. utt_duration=425.3 frames, utt_pad_proportion=0.0697, over 23354.18 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3143, pruned_loss=0.07219, over 2424043.05 frames. utt_duration=1244 frames, utt_pad_proportion=0.05683, over 7801.37 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3168, pruned_loss=0.07883, over 2475577.22 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07011, over 24735.08 utterances.], batch size: 359, lr: 6.09e-04
2022-08-22 19:32:56,214 INFO [train.py:927] (4/8) Epoch 5, batch 7750, giga_loss[loss=0.2373, simple_loss=0.3193, pruned_loss=0.07758, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03582, over 105.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3122, pruned_loss=0.07554, over 2475510.50 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07035, over 23708.79 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3143, pruned_loss=0.07219, over 2424402.84 frames. utt_duration=1240 frames, utt_pad_proportion=0.05746, over 7828.36 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.313, pruned_loss=0.07679, over 2475937.34 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07051, over 24831.43 utterances.], batch size: 105, lr: 6.09e-04
2022-08-22 19:34:41,290 INFO [train.py:927] (4/8) Epoch 5, batch 7800, giga_loss[loss=0.233, simple_loss=0.31, pruned_loss=0.07805, over 12386.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03418, over 80.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3107, pruned_loss=0.07491, over 2475467.33 frames. utt_duration=416.7 frames, utt_pad_proportion=0.07191, over 23844.35 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3145, pruned_loss=0.07227, over 2424769.16 frames. utt_duration=1243 frames, utt_pad_proportion=0.05685, over 7813.99 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3112, pruned_loss=0.07586, over 2476140.72 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07218, over 24948.19 utterances.], batch size: 80, lr: 6.09e-04
2022-08-22 19:36:41,368 INFO [train.py:927] (4/8) Epoch 5, batch 7850, giga_loss[loss=0.233, simple_loss=0.3127, pruned_loss=0.07662, over 12351.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03065, over 85.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3126, pruned_loss=0.0748, over 2475826.68 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07379, over 24940.33 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3157, pruned_loss=0.07253, over 2425387.22 frames. utt_duration=1245 frames, utt_pad_proportion=0.05623, over 7804.79 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3121, pruned_loss=0.07539, over 2476481.79 frames. utt_duration=381.6 frames, utt_pad_proportion=0.07417, over 26057.57 utterances.], batch size: 85, lr: 6.09e-04
2022-08-22 19:38:39,992 INFO [train.py:927] (4/8) Epoch 5, batch 7900, giga_loss[loss=0.2232, simple_loss=0.3052, pruned_loss=0.07061, over 12382.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03805, over 113.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3114, pruned_loss=0.0739, over 2476471.71 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06955, over 24980.16 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3156, pruned_loss=0.07254, over 2425442.28 frames. utt_duration=1246 frames, utt_pad_proportion=0.05602, over 7798.76 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.311, pruned_loss=0.07437, over 2477138.35 frames. utt_duration=383.6 frames, utt_pad_proportion=0.07006, over 25925.82 utterances.], batch size: 113, lr: 6.08e-04
2022-08-22 19:40:45,458 INFO [train.py:927] (4/8) Epoch 5, batch 7950, libri_loss[loss=0.2015, simple_loss=0.2868, pruned_loss=0.05812, over 12440.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.009685, over 29.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.309, pruned_loss=0.07177, over 2477100.77 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07131, over 25337.07 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3155, pruned_loss=0.07258, over 2426618.94 frames. utt_duration=1239 frames, utt_pad_proportion=0.05892, over 7845.62 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3087, pruned_loss=0.07212, over 2477480.86 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07096, over 26368.08 utterances.], batch size: 29, lr: 6.08e-04
2022-08-22 19:42:45,362 INFO [train.py:927] (4/8) Epoch 5, batch 8000, giga_loss[loss=0.2089, simple_loss=0.2915, pruned_loss=0.06316, over 12407.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04039, over 133.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3064, pruned_loss=0.07055, over 2477108.09 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06884, over 24774.01 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3154, pruned_loss=0.07265, over 2427609.85 frames. utt_duration=1244 frames, utt_pad_proportion=0.05785, over 7815.80 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.306, pruned_loss=0.07073, over 2477637.52 frames. utt_duration=382.3 frames, utt_pad_proportion=0.069, over 26013.30 utterances.], batch size: 133, lr: 6.08e-04
2022-08-22 19:44:40,693 INFO [train.py:927] (4/8) Epoch 5, batch 8050, giga_loss[loss=0.1904, simple_loss=0.2848, pruned_loss=0.04803, over 12357.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.05025, over 31.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3068, pruned_loss=0.07146, over 2476948.33 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06816, over 25205.78 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3153, pruned_loss=0.0727, over 2428260.46 frames. utt_duration=1248 frames, utt_pad_proportion=0.05714, over 7794.58 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3065, pruned_loss=0.07154, over 2477696.96 frames. utt_duration=375 frames, utt_pad_proportion=0.06856, over 26521.71 utterances.], batch size: 31, lr: 6.08e-04
2022-08-22 19:46:57,015 INFO [train.py:927] (4/8) Epoch 5, batch 8100, giga_loss[loss=0.1985, simple_loss=0.2844, pruned_loss=0.05634, over 12327.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03231, over 58.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3059, pruned_loss=0.07065, over 2477087.85 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07265, over 26358.34 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3154, pruned_loss=0.07272, over 2428813.16 frames. utt_duration=1245 frames, utt_pad_proportion=0.05682, over 7812.62 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3054, pruned_loss=0.07069, over 2477833.39 frames. utt_duration=360.3 frames, utt_pad_proportion=0.07289, over 27606.19 utterances.], batch size: 58, lr: 6.08e-04
2022-08-22 19:48:58,769 INFO [train.py:927] (4/8) Epoch 5, batch 8150, giga_loss[loss=0.2124, simple_loss=0.3182, pruned_loss=0.05332, over 12319.00 frames. utt_duration=705.1 frames, utt_pad_proportion=0.03282, over 70.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3059, pruned_loss=0.0707, over 2476917.72 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07244, over 26277.95 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3155, pruned_loss=0.07275, over 2429582.01 frames. utt_duration=1247 frames, utt_pad_proportion=0.05624, over 7804.27 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3053, pruned_loss=0.07067, over 2477684.19 frames. utt_duration=360.4 frames, utt_pad_proportion=0.07285, over 27591.95 utterances.], batch size: 70, lr: 6.08e-04
2022-08-22 19:51:01,920 INFO [train.py:927] (4/8) Epoch 5, batch 8200, giga_loss[loss=0.2047, simple_loss=0.3013, pruned_loss=0.05402, over 12403.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03197, over 122.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3086, pruned_loss=0.07003, over 2477833.75 frames. utt_duration=381 frames, utt_pad_proportion=0.06793, over 26094.88 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3153, pruned_loss=0.07261, over 2430359.64 frames. utt_duration=1250 frames, utt_pad_proportion=0.05561, over 7788.29 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3082, pruned_loss=0.0701, over 2478376.99 frames. utt_duration=363.2 frames, utt_pad_proportion=0.06865, over 27389.11 utterances.], batch size: 122, lr: 6.08e-04
2022-08-22 19:53:09,436 INFO [train.py:927] (4/8) Epoch 5, batch 8250, giga_loss[loss=0.2128, simple_loss=0.3063, pruned_loss=0.05964, over 12329.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03215, over 58.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3096, pruned_loss=0.06842, over 2477793.78 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06576, over 25936.76 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3164, pruned_loss=0.0728, over 2431307.46 frames. utt_duration=1251 frames, utt_pad_proportion=0.05474, over 7784.53 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3082, pruned_loss=0.06825, over 2478430.51 frames. utt_duration=363.6 frames, utt_pad_proportion=0.06671, over 27359.90 utterances.], batch size: 58, lr: 6.07e-04
2022-08-22 19:55:10,492 INFO [train.py:927] (4/8) Epoch 5, batch 8300, giga_loss[loss=0.2226, simple_loss=0.3054, pruned_loss=0.06991, over 12404.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03393, over 122.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3134, pruned_loss=0.07013, over 2477805.14 frames. utt_duration=389.5 frames, utt_pad_proportion=0.067, over 25526.52 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3197, pruned_loss=0.07322, over 2433086.14 frames. utt_duration=1239 frames, utt_pad_proportion=0.05769, over 7867.69 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3092, pruned_loss=0.06952, over 2478599.20 frames. utt_duration=363.6 frames, utt_pad_proportion=0.06718, over 27354.83 utterances.], batch size: 122, lr: 6.07e-04
2022-08-22 19:57:36,543 INFO [train.py:927] (4/8) Epoch 5, batch 8350, giga_loss[loss=0.1978, simple_loss=0.2802, pruned_loss=0.05769, over 12428.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.06925, over 213.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3116, pruned_loss=0.06993, over 2477299.58 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06548, over 24581.45 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3194, pruned_loss=0.07313, over 2434035.27 frames. utt_duration=1244 frames, utt_pad_proportion=0.05597, over 7833.48 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3082, pruned_loss=0.06939, over 2478675.60 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06626, over 26697.20 utterances.], batch size: 213, lr: 6.07e-04
2022-08-22 19:59:45,954 INFO [train.py:927] (4/8) Epoch 5, batch 8400, giga_loss[loss=0.2031, simple_loss=0.2898, pruned_loss=0.05818, over 12347.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.03843, over 113.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3075, pruned_loss=0.06831, over 2478006.26 frames. utt_duration=407.9 frames, utt_pad_proportion=0.0673, over 24372.27 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3191, pruned_loss=0.07304, over 2434477.77 frames. utt_duration=1246 frames, utt_pad_proportion=0.05555, over 7823.19 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.305, pruned_loss=0.06792, over 2479084.87 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06795, over 26202.41 utterances.], batch size: 113, lr: 6.07e-04
2022-08-22 20:01:49,487 INFO [train.py:927] (4/8) Epoch 5, batch 8450, giga_loss[loss=0.2165, simple_loss=0.3042, pruned_loss=0.06437, over 12348.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03024, over 91.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.309, pruned_loss=0.06956, over 2477843.00 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06548, over 24113.94 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3192, pruned_loss=0.07301, over 2435027.42 frames. utt_duration=1247 frames, utt_pad_proportion=0.05501, over 7822.83 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3069, pruned_loss=0.06922, over 2478777.23 frames. utt_duration=386 frames, utt_pad_proportion=0.06629, over 25765.57 utterances.], batch size: 91, lr: 6.07e-04
2022-08-22 20:03:53,521 INFO [train.py:927] (4/8) Epoch 5, batch 8500, libri_loss[loss=0.2511, simple_loss=0.3287, pruned_loss=0.08674, over 12446.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03488, over 46.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3079, pruned_loss=0.07019, over 2477743.94 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06637, over 24013.36 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3186, pruned_loss=0.07275, over 2435917.23 frames. utt_duration=1250 frames, utt_pad_proportion=0.05398, over 7801.57 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3064, pruned_loss=0.07003, over 2478793.59 frames. utt_duration=386 frames, utt_pad_proportion=0.0673, over 25766.70 utterances.], batch size: 46, lr: 6.07e-04
2022-08-22 20:05:57,930 INFO [train.py:927] (4/8) Epoch 5, batch 8550, giga_loss[loss=0.2467, simple_loss=0.3216, pruned_loss=0.08587, over 12390.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07603, over 213.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3086, pruned_loss=0.07116, over 2477422.91 frames. utt_duration=398.7 frames, utt_pad_proportion=0.07057, over 24928.39 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3188, pruned_loss=0.0727, over 2436236.16 frames. utt_duration=1254 frames, utt_pad_proportion=0.05319, over 7778.76 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3071, pruned_loss=0.07103, over 2478692.19 frames. utt_duration=373.5 frames, utt_pad_proportion=0.07131, over 26626.48 utterances.], batch size: 213, lr: 6.07e-04
2022-08-22 20:08:19,815 INFO [train.py:927] (4/8) Epoch 5, batch 8600, libri_loss[loss=0.2284, simple_loss=0.305, pruned_loss=0.07586, over 12455.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004173, over 35.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3092, pruned_loss=0.07109, over 2477666.69 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06881, over 25176.45 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3184, pruned_loss=0.07258, over 2437164.14 frames. utt_duration=1256 frames, utt_pad_proportion=0.0525, over 7772.48 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.308, pruned_loss=0.07105, over 2478751.95 frames. utt_duration=369.1 frames, utt_pad_proportion=0.06979, over 26946.16 utterances.], batch size: 35, lr: 6.07e-04
2022-08-22 20:10:28,242 INFO [train.py:927] (4/8) Epoch 5, batch 8650, giga_loss[loss=0.2089, simple_loss=0.2903, pruned_loss=0.06369, over 12374.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04702, over 146.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3049, pruned_loss=0.06964, over 2476841.93 frames. utt_duration=412 frames, utt_pad_proportion=0.06609, over 24115.91 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3174, pruned_loss=0.07208, over 2437785.09 frames. utt_duration=1265 frames, utt_pad_proportion=0.05136, over 7716.42 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3046, pruned_loss=0.07001, over 2478439.41 frames. utt_duration=380.2 frames, utt_pad_proportion=0.0675, over 26157.93 utterances.], batch size: 146, lr: 6.06e-04
2022-08-22 20:12:26,175 INFO [train.py:927] (4/8) Epoch 5, batch 8700, giga_loss[loss=0.2024, simple_loss=0.2935, pruned_loss=0.05568, over 12256.00 frames. utt_duration=962.4 frames, utt_pad_proportion=0.03949, over 51.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3013, pruned_loss=0.06793, over 2477187.78 frames. utt_duration=408.7 frames, utt_pad_proportion=0.07, over 24317.30 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3168, pruned_loss=0.07185, over 2439443.90 frames. utt_duration=1267 frames, utt_pad_proportion=0.0508, over 7710.44 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.301, pruned_loss=0.06831, over 2478376.15 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07112, over 26557.35 utterances.], batch size: 51, lr: 6.06e-04
2022-08-22 20:14:21,422 INFO [train.py:927] (4/8) Epoch 5, batch 8750, giga_loss[loss=0.1874, simple_loss=0.2783, pruned_loss=0.04822, over 12360.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02546, over 66.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3002, pruned_loss=0.06768, over 2477028.81 frames. utt_duration=410.9 frames, utt_pad_proportion=0.07043, over 24183.54 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3161, pruned_loss=0.0717, over 2440916.03 frames. utt_duration=1271 frames, utt_pad_proportion=0.04942, over 7693.56 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2999, pruned_loss=0.06797, over 2478175.29 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07192, over 26710.19 utterances.], batch size: 66, lr: 6.06e-04
2022-08-22 20:16:25,625 INFO [train.py:927] (4/8) Epoch 5, batch 8800, giga_loss[loss=0.2413, simple_loss=0.3156, pruned_loss=0.0835, over 12461.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02771, over 80.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2983, pruned_loss=0.06602, over 2477406.64 frames. utt_duration=424.4 frames, utt_pad_proportion=0.06713, over 23416.34 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.316, pruned_loss=0.07168, over 2441495.53 frames. utt_duration=1271 frames, utt_pad_proportion=0.049, over 7692.84 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2979, pruned_loss=0.06617, over 2478473.29 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06886, over 25720.92 utterances.], batch size: 80, lr: 6.06e-04
2022-08-22 20:18:42,208 INFO [train.py:927] (4/8) Epoch 5, batch 8850, libri_loss[loss=0.3335, simple_loss=0.4295, pruned_loss=0.1187, over 12460.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009685, over 39.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2994, pruned_loss=0.06621, over 2477303.89 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06809, over 23779.90 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3173, pruned_loss=0.07201, over 2441709.15 frames. utt_duration=1274 frames, utt_pad_proportion=0.04807, over 7673.72 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2973, pruned_loss=0.06587, over 2478786.95 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06975, over 26012.41 utterances.], batch size: 39, lr: 6.06e-04
2022-08-22 20:20:43,409 INFO [train.py:927] (4/8) Epoch 5, batch 8900, giga_loss[loss=0.1795, simple_loss=0.2711, pruned_loss=0.04393, over 12371.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03572, over 132.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3003, pruned_loss=0.06649, over 2477424.85 frames. utt_duration=427.9 frames, utt_pad_proportion=0.06589, over 23221.64 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3179, pruned_loss=0.07213, over 2442630.43 frames. utt_duration=1282 frames, utt_pad_proportion=0.04667, over 7630.60 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2975, pruned_loss=0.06588, over 2479099.21 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06799, over 25665.55 utterances.], batch size: 132, lr: 6.06e-04
2022-08-22 20:22:43,228 INFO [train.py:927] (4/8) Epoch 5, batch 8950, giga_loss[loss=0.1968, simple_loss=0.2923, pruned_loss=0.05065, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03647, over 37.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2987, pruned_loss=0.06535, over 2476974.66 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06711, over 23474.81 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3175, pruned_loss=0.07189, over 2442851.93 frames. utt_duration=1284 frames, utt_pad_proportion=0.04612, over 7617.15 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2964, pruned_loss=0.06496, over 2478713.35 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06894, over 25710.26 utterances.], batch size: 37, lr: 6.06e-04
2022-08-22 20:24:49,104 INFO [train.py:927] (4/8) Epoch 5, batch 9000, giga_loss[loss=0.2172, simple_loss=0.3057, pruned_loss=0.06432, over 12369.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04309, over 133.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3005, pruned_loss=0.06536, over 2477417.99 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06715, over 23984.94 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3175, pruned_loss=0.07189, over 2442851.93 frames. utt_duration=1284 frames, utt_pad_proportion=0.04612, over 7617.15 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2988, pruned_loss=0.06506, over 2478771.24 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06857, over 25724.81 utterances.], batch size: 133, lr: 6.05e-04
2022-08-22 20:24:49,104 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 20:25:05,690 INFO [train.py:967] (4/8) Epoch 5, validation: loss=0.1923, simple_loss=0.2997, pruned_loss=0.04245, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 20:27:00,719 INFO [train.py:927] (4/8) Epoch 5, batch 9050, giga_loss[loss=0.1831, simple_loss=0.2766, pruned_loss=0.04482, over 12344.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03452, over 62.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3003, pruned_loss=0.06517, over 2476968.21 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06739, over 23806.65 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3168, pruned_loss=0.07162, over 2443348.05 frames. utt_duration=1288 frames, utt_pad_proportion=0.04489, over 7596.85 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2989, pruned_loss=0.06495, over 2478825.97 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06904, over 25814.44 utterances.], batch size: 62, lr: 6.05e-04
2022-08-22 20:29:05,953 INFO [train.py:927] (4/8) Epoch 5, batch 9100, giga_loss[loss=0.2444, simple_loss=0.3171, pruned_loss=0.08584, over 12387.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2984, pruned_loss=0.064, over 2476833.73 frames. utt_duration=419 frames, utt_pad_proportion=0.06404, over 23714.29 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3162, pruned_loss=0.07137, over 2443409.32 frames. utt_duration=1291 frames, utt_pad_proportion=0.04463, over 7577.93 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2977, pruned_loss=0.06398, over 2478555.78 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06569, over 25463.14 utterances.], batch size: 257, lr: 6.05e-04
2022-08-22 20:31:07,958 INFO [train.py:927] (4/8) Epoch 5, batch 9150, giga_loss[loss=0.2326, simple_loss=0.315, pruned_loss=0.07511, over 12390.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.06714, over 212.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2967, pruned_loss=0.0636, over 2476510.90 frames. utt_duration=428.9 frames, utt_pad_proportion=0.06375, over 23161.47 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3158, pruned_loss=0.07119, over 2443709.87 frames. utt_duration=1296 frames, utt_pad_proportion=0.04385, over 7551.79 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2961, pruned_loss=0.06359, over 2478342.69 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06543, over 24924.23 utterances.], batch size: 212, lr: 6.05e-04
2022-08-22 20:33:14,248 INFO [train.py:927] (4/8) Epoch 5, batch 9200, giga_loss[loss=0.1912, simple_loss=0.2789, pruned_loss=0.05172, over 12376.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02608, over 48.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3004, pruned_loss=0.06552, over 2476541.53 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06361, over 23925.69 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3164, pruned_loss=0.07108, over 2444220.42 frames. utt_duration=1291 frames, utt_pad_proportion=0.04425, over 7579.76 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.299, pruned_loss=0.06548, over 2478103.90 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06492, over 25563.68 utterances.], batch size: 48, lr: 6.05e-04
2022-08-22 20:35:08,721 INFO [train.py:927] (4/8) Epoch 5, batch 9250, giga_loss[loss=0.2774, simple_loss=0.3413, pruned_loss=0.1068, over 12410.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.103, over 258.00 utterances.], tot_loss[loss=0.219, simple_loss=0.303, pruned_loss=0.06753, over 2476946.35 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06651, over 24544.04 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3157, pruned_loss=0.07068, over 2445449.41 frames. utt_duration=1294 frames, utt_pad_proportion=0.04325, over 7568.90 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3019, pruned_loss=0.06765, over 2478409.30 frames. utt_duration=374.8 frames, utt_pad_proportion=0.06787, over 26536.14 utterances.], batch size: 258, lr: 6.05e-04
2022-08-22 20:37:15,208 INFO [train.py:927] (4/8) Epoch 5, batch 9300, giga_loss[loss=0.2307, simple_loss=0.3097, pruned_loss=0.07586, over 12386.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07584, over 213.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3047, pruned_loss=0.06846, over 2477440.39 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06758, over 25361.03 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3156, pruned_loss=0.07081, over 2446089.45 frames. utt_duration=1295 frames, utt_pad_proportion=0.04278, over 7566.53 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3037, pruned_loss=0.0684, over 2478592.21 frames. utt_duration=365.2 frames, utt_pad_proportion=0.06878, over 27235.46 utterances.], batch size: 213, lr: 6.05e-04
2022-08-22 20:39:21,944 INFO [train.py:927] (4/8) Epoch 5, batch 9350, giga_loss[loss=0.1966, simple_loss=0.2853, pruned_loss=0.05399, over 12483.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02254, over 55.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3043, pruned_loss=0.06879, over 2477808.74 frames. utt_duration=387 frames, utt_pad_proportion=0.06844, over 25691.34 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3155, pruned_loss=0.07065, over 2446761.22 frames. utt_duration=1296 frames, utt_pad_proportion=0.04221, over 7559.95 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3033, pruned_loss=0.06883, over 2478964.60 frames. utt_duration=359.1 frames, utt_pad_proportion=0.06968, over 27707.46 utterances.], batch size: 55, lr: 6.05e-04
2022-08-22 20:41:23,091 INFO [train.py:927] (4/8) Epoch 5, batch 9400, giga_loss[loss=0.2581, simple_loss=0.3341, pruned_loss=0.09104, over 12402.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07055, over 212.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3042, pruned_loss=0.06904, over 2478009.75 frames. utt_duration=393 frames, utt_pad_proportion=0.06658, over 25298.19 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3155, pruned_loss=0.07067, over 2447141.46 frames. utt_duration=1292 frames, utt_pad_proportion=0.04277, over 7582.39 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3033, pruned_loss=0.06904, over 2479017.69 frames. utt_duration=367 frames, utt_pad_proportion=0.06766, over 27108.06 utterances.], batch size: 212, lr: 6.04e-04
2022-08-22 20:43:30,092 INFO [train.py:927] (4/8) Epoch 5, batch 9450, giga_loss[loss=0.2242, simple_loss=0.3053, pruned_loss=0.07154, over 12418.00 frames. utt_duration=275.7 frames, utt_pad_proportion=0.05265, over 181.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3021, pruned_loss=0.06809, over 2476519.05 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06748, over 24375.67 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3147, pruned_loss=0.07015, over 2447325.08 frames. utt_duration=1293 frames, utt_pad_proportion=0.04212, over 7579.06 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3015, pruned_loss=0.06846, over 2478502.24 frames. utt_duration=373.5 frames, utt_pad_proportion=0.06882, over 26625.75 utterances.], batch size: 181, lr: 6.04e-04
2022-08-22 20:45:35,120 INFO [train.py:927] (4/8) Epoch 5, batch 9500, giga_loss[loss=0.2107, simple_loss=0.3105, pruned_loss=0.05544, over 12352.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02787, over 48.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3007, pruned_loss=0.06619, over 2476440.34 frames. utt_duration=420.3 frames, utt_pad_proportion=0.0678, over 23635.79 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3146, pruned_loss=0.07013, over 2447543.85 frames. utt_duration=1295 frames, utt_pad_proportion=0.04146, over 7566.55 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3001, pruned_loss=0.06647, over 2478326.57 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06917, over 25723.11 utterances.], batch size: 48, lr: 6.04e-04
2022-08-22 20:47:25,013 INFO [train.py:927] (4/8) Epoch 5, batch 9550, giga_loss[loss=0.2181, simple_loss=0.3064, pruned_loss=0.0649, over 12441.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.02915, over 80.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3017, pruned_loss=0.06481, over 2476958.08 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06412, over 23095.89 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3146, pruned_loss=0.07012, over 2447709.85 frames. utt_duration=1297 frames, utt_pad_proportion=0.04115, over 7558.91 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3011, pruned_loss=0.06498, over 2478560.61 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06564, over 24890.98 utterances.], batch size: 80, lr: 6.04e-04
2022-08-22 20:49:35,899 INFO [train.py:927] (4/8) Epoch 5, batch 9600, giga_loss[loss=0.221, simple_loss=0.3036, pruned_loss=0.06923, over 12449.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.056, over 182.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3008, pruned_loss=0.06448, over 2477062.69 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06941, over 24012.56 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3139, pruned_loss=0.06979, over 2448170.32 frames. utt_duration=1300 frames, utt_pad_proportion=0.04066, over 7540.90 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3008, pruned_loss=0.06481, over 2478428.13 frames. utt_duration=386.6 frames, utt_pad_proportion=0.07045, over 25723.02 utterances.], batch size: 182, lr: 6.04e-04
2022-08-22 20:51:49,389 INFO [train.py:927] (4/8) Epoch 5, batch 9650, giga_loss[loss=0.1906, simple_loss=0.2873, pruned_loss=0.04692, over 12412.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02501, over 48.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3015, pruned_loss=0.06429, over 2477436.74 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07054, over 24627.53 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3142, pruned_loss=0.06989, over 2448524.70 frames. utt_duration=1302 frames, utt_pad_proportion=0.04016, over 7533.06 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3009, pruned_loss=0.06439, over 2478702.91 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07157, over 26292.30 utterances.], batch size: 48, lr: 6.04e-04
2022-08-22 20:54:06,716 INFO [train.py:927] (4/8) Epoch 5, batch 9700, giga_loss[loss=0.277, simple_loss=0.3638, pruned_loss=0.09508, over 12478.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03176, over 40.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3045, pruned_loss=0.06559, over 2477810.45 frames. utt_duration=412 frames, utt_pad_proportion=0.06628, over 24128.59 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3141, pruned_loss=0.0699, over 2449115.12 frames. utt_duration=1307 frames, utt_pad_proportion=0.03945, over 7506.00 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3039, pruned_loss=0.06555, over 2478936.51 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06772, over 25867.96 utterances.], batch size: 40, lr: 6.04e-04
2022-08-22 20:56:27,691 INFO [train.py:927] (4/8) Epoch 5, batch 9750, giga_loss[loss=0.1961, simple_loss=0.2754, pruned_loss=0.05842, over 12411.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04091, over 37.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3043, pruned_loss=0.06576, over 2477122.47 frames. utt_duration=424.6 frames, utt_pad_proportion=0.0636, over 23398.76 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3141, pruned_loss=0.07005, over 2449186.32 frames. utt_duration=1308 frames, utt_pad_proportion=0.03895, over 7500.80 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3037, pruned_loss=0.06551, over 2478494.27 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06521, over 25095.56 utterances.], batch size: 37, lr: 6.04e-04
2022-08-22 20:58:37,963 INFO [train.py:927] (4/8) Epoch 5, batch 9800, giga_loss[loss=0.2147, simple_loss=0.3077, pruned_loss=0.06086, over 12457.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03273, over 105.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3027, pruned_loss=0.06474, over 2477607.57 frames. utt_duration=431 frames, utt_pad_proportion=0.0598, over 23054.40 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3139, pruned_loss=0.06993, over 2449908.25 frames. utt_duration=1310 frames, utt_pad_proportion=0.03806, over 7486.92 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3021, pruned_loss=0.06453, over 2478796.52 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06176, over 24855.21 utterances.], batch size: 105, lr: 6.03e-04
2022-08-22 21:00:40,163 INFO [train.py:927] (4/8) Epoch 5, batch 9850, giga_loss[loss=0.2241, simple_loss=0.3104, pruned_loss=0.0689, over 12429.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03198, over 113.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3025, pruned_loss=0.06462, over 2477805.18 frames. utt_duration=429.3 frames, utt_pad_proportion=0.06057, over 23153.10 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3135, pruned_loss=0.06988, over 2450169.71 frames. utt_duration=1301 frames, utt_pad_proportion=0.0423, over 7541.11 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3021, pruned_loss=0.06441, over 2479010.90 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06122, over 24818.42 utterances.], batch size: 113, lr: 6.03e-04
2022-08-22 21:02:33,603 INFO [train.py:927] (4/8) Epoch 5, batch 9900, giga_loss[loss=0.204, simple_loss=0.2888, pruned_loss=0.05963, over 12426.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07626, over 213.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3045, pruned_loss=0.06585, over 2477296.98 frames. utt_duration=428 frames, utt_pad_proportion=0.06049, over 23217.94 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3133, pruned_loss=0.0699, over 2450515.70 frames. utt_duration=1292 frames, utt_pad_proportion=0.04552, over 7594.60 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3042, pruned_loss=0.06557, over 2478541.91 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06034, over 24824.95 utterances.], batch size: 213, lr: 6.03e-04
2022-08-22 21:04:32,798 INFO [train.py:927] (4/8) Epoch 5, batch 9950, libri_loss[loss=0.2378, simple_loss=0.3201, pruned_loss=0.07778, over 12454.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009355, over 39.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3037, pruned_loss=0.06677, over 2477054.71 frames. utt_duration=429.9 frames, utt_pad_proportion=0.0586, over 23114.79 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3131, pruned_loss=0.06983, over 2450720.14 frames. utt_duration=1296 frames, utt_pad_proportion=0.04469, over 7573.02 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3034, pruned_loss=0.06651, over 2478399.62 frames. utt_duration=401.8 frames, utt_pad_proportion=0.05889, over 24746.34 utterances.], batch size: 39, lr: 6.03e-04
2022-08-22 21:06:15,060 INFO [train.py:927] (4/8) Epoch 5, batch 10000, giga_loss[loss=0.2722, simple_loss=0.353, pruned_loss=0.0957, over 12462.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02829, over 80.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3089, pruned_loss=0.07021, over 2476774.69 frames. utt_duration=437.9 frames, utt_pad_proportion=0.05887, over 22685.38 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3133, pruned_loss=0.06989, over 2450740.83 frames. utt_duration=1297 frames, utt_pad_proportion=0.04428, over 7565.42 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3084, pruned_loss=0.06994, over 2478182.97 frames. utt_duration=410.8 frames, utt_pad_proportion=0.05928, over 24200.01 utterances.], batch size: 80, lr: 6.03e-04
2022-08-22 21:07:57,861 INFO [train.py:927] (4/8) Epoch 5, batch 10050, giga_loss[loss=0.2531, simple_loss=0.3248, pruned_loss=0.09066, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.0381, over 37.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3144, pruned_loss=0.07368, over 2476351.66 frames. utt_duration=454.7 frames, utt_pad_proportion=0.06028, over 21844.68 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3134, pruned_loss=0.0699, over 2450883.13 frames. utt_duration=1298 frames, utt_pad_proportion=0.04411, over 7561.60 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3139, pruned_loss=0.07347, over 2477439.92 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06062, over 23103.47 utterances.], batch size: 37, lr: 6.03e-04
2022-08-22 21:09:41,520 INFO [train.py:927] (4/8) Epoch 5, batch 10100, giga_loss[loss=0.1989, simple_loss=0.2791, pruned_loss=0.05933, over 12415.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03772, over 123.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.31, pruned_loss=0.07248, over 2475748.85 frames. utt_duration=460.4 frames, utt_pad_proportion=0.05982, over 21572.98 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3136, pruned_loss=0.06996, over 2451137.49 frames. utt_duration=1300 frames, utt_pad_proportion=0.04362, over 7550.21 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3094, pruned_loss=0.07232, over 2476702.51 frames. utt_duration=436.4 frames, utt_pad_proportion=0.06033, over 22766.42 utterances.], batch size: 123, lr: 6.03e-04
2022-08-22 21:11:23,883 INFO [train.py:927] (4/8) Epoch 5, batch 10150, giga_loss[loss=0.1883, simple_loss=0.2577, pruned_loss=0.05941, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02944, over 45.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3018, pruned_loss=0.06952, over 2475933.89 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06396, over 20899.79 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3134, pruned_loss=0.06995, over 2451476.79 frames. utt_duration=1289 frames, utt_pad_proportion=0.04765, over 7615.08 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3014, pruned_loss=0.06943, over 2476828.33 frames. utt_duration=450.9 frames, utt_pad_proportion=0.06321, over 22035.53 utterances.], batch size: 45, lr: 6.02e-04
2022-08-22 21:13:06,545 INFO [train.py:927] (4/8) Epoch 5, batch 10200, giga_loss[loss=0.1827, simple_loss=0.2738, pruned_loss=0.04575, over 12435.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03231, over 75.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2943, pruned_loss=0.06674, over 2475661.94 frames. utt_duration=485.8 frames, utt_pad_proportion=0.06396, over 20440.41 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3132, pruned_loss=0.06991, over 2451737.93 frames. utt_duration=1278 frames, utt_pad_proportion=0.05187, over 7683.96 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2938, pruned_loss=0.06666, over 2476699.16 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06211, over 21577.18 utterances.], batch size: 75, lr: 6.02e-04
2022-08-22 21:14:48,256 INFO [train.py:927] (4/8) Epoch 5, batch 10250, giga_loss[loss=0.1919, simple_loss=0.2676, pruned_loss=0.05807, over 12435.00 frames. utt_duration=579.8 frames, utt_pad_proportion=0.03366, over 86.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2898, pruned_loss=0.06504, over 2475455.83 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06651, over 20217.08 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3128, pruned_loss=0.06978, over 2452449.95 frames. utt_duration=1282 frames, utt_pad_proportion=0.05092, over 7663.52 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2891, pruned_loss=0.06495, over 2476367.12 frames. utt_duration=461.3 frames, utt_pad_proportion=0.06529, over 21537.38 utterances.], batch size: 86, lr: 6.02e-04
2022-08-22 21:16:27,634 INFO [train.py:927] (4/8) Epoch 5, batch 10300, giga_loss[loss=0.1904, simple_loss=0.274, pruned_loss=0.05344, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03397, over 85.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2852, pruned_loss=0.06364, over 2474592.78 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06867, over 19880.05 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.313, pruned_loss=0.07005, over 2452704.40 frames. utt_duration=1267 frames, utt_pad_proportion=0.05571, over 7750.88 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2837, pruned_loss=0.06315, over 2475696.04 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06608, over 21188.74 utterances.], batch size: 85, lr: 6.02e-04
2022-08-22 21:18:08,641 INFO [train.py:927] (4/8) Epoch 5, batch 10350, giga_loss[loss=0.1833, simple_loss=0.2679, pruned_loss=0.04932, over 12376.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05976, over 182.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2803, pruned_loss=0.06155, over 2473661.18 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07125, over 20131.21 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3128, pruned_loss=0.06987, over 2452820.63 frames. utt_duration=1268 frames, utt_pad_proportion=0.05546, over 7746.25 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2786, pruned_loss=0.06113, over 2474913.01 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06925, over 21455.40 utterances.], batch size: 182, lr: 6.02e-04
2022-08-22 21:19:49,052 INFO [train.py:927] (4/8) Epoch 5, batch 10400, giga_loss[loss=0.1594, simple_loss=0.2385, pruned_loss=0.04015, over 12411.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04903, over 34.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2751, pruned_loss=0.05896, over 2473190.97 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06832, over 18985.76 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3118, pruned_loss=0.06951, over 2452919.60 frames. utt_duration=1276 frames, utt_pad_proportion=0.05411, over 7696.95 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2735, pruned_loss=0.05864, over 2474768.94 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06741, over 20474.48 utterances.], batch size: 34, lr: 6.02e-04
2022-08-22 21:21:33,185 INFO [train.py:927] (4/8) Epoch 5, batch 10450, giga_loss[loss=0.2488, simple_loss=0.3221, pruned_loss=0.08779, over 12347.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02993, over 91.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2708, pruned_loss=0.05748, over 2473660.52 frames. utt_duration=507 frames, utt_pad_proportion=0.074, over 19570.97 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3115, pruned_loss=0.06941, over 2453043.74 frames. utt_duration=1279 frames, utt_pad_proportion=0.05374, over 7682.01 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2695, pruned_loss=0.05722, over 2474981.28 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07312, over 20854.55 utterances.], batch size: 91, lr: 6.02e-04
2022-08-22 21:23:16,158 INFO [train.py:927] (4/8) Epoch 5, batch 10500, giga_loss[loss=0.2611, simple_loss=0.3422, pruned_loss=0.08995, over 12344.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03286, over 51.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.281, pruned_loss=0.06341, over 2473979.88 frames. utt_duration=496 frames, utt_pad_proportion=0.07225, over 20012.20 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.311, pruned_loss=0.06927, over 2453059.07 frames. utt_duration=1282 frames, utt_pad_proportion=0.05317, over 7660.89 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2799, pruned_loss=0.06319, over 2475266.27 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07191, over 21193.08 utterances.], batch size: 51, lr: 6.02e-04
2022-08-22 21:24:59,555 INFO [train.py:927] (4/8) Epoch 5, batch 10550, giga_loss[loss=0.2406, simple_loss=0.3199, pruned_loss=0.08062, over 12275.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02498, over 54.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2919, pruned_loss=0.06836, over 2473490.57 frames. utt_duration=508.8 frames, utt_pad_proportion=0.0746, over 19502.98 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3111, pruned_loss=0.06939, over 2453202.15 frames. utt_duration=1289 frames, utt_pad_proportion=0.05237, over 7623.77 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2904, pruned_loss=0.068, over 2474840.64 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07461, over 20751.25 utterances.], batch size: 54, lr: 6.01e-04
2022-08-22 21:26:42,391 INFO [train.py:927] (4/8) Epoch 5, batch 10600, giga_loss[loss=0.2095, simple_loss=0.3002, pruned_loss=0.05945, over 12405.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02533, over 91.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.2976, pruned_loss=0.07029, over 2473081.71 frames. utt_duration=513.6 frames, utt_pad_proportion=0.07198, over 19315.61 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3117, pruned_loss=0.06969, over 2453599.80 frames. utt_duration=1291 frames, utt_pad_proportion=0.05169, over 7611.51 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2955, pruned_loss=0.06973, over 2474155.85 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07248, over 20521.03 utterances.], batch size: 91, lr: 6.01e-04
2022-08-22 21:28:25,367 INFO [train.py:927] (4/8) Epoch 5, batch 10650, giga_loss[loss=0.2105, simple_loss=0.288, pruned_loss=0.0665, over 12163.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04481, over 28.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3009, pruned_loss=0.07203, over 2472834.70 frames. utt_duration=526.5 frames, utt_pad_proportion=0.07147, over 18839.80 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3119, pruned_loss=0.06979, over 2454075.67 frames. utt_duration=1284 frames, utt_pad_proportion=0.05211, over 7651.15 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2989, pruned_loss=0.07154, over 2473510.30 frames. utt_duration=498.2 frames, utt_pad_proportion=0.0719, over 19917.78 utterances.], batch size: 28, lr: 6.01e-04
2022-08-22 21:30:08,778 INFO [train.py:927] (4/8) Epoch 5, batch 10700, giga_loss[loss=0.2555, simple_loss=0.3349, pruned_loss=0.08806, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03788, over 28.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.307, pruned_loss=0.0757, over 2473274.05 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07405, over 19528.96 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3116, pruned_loss=0.06967, over 2454337.53 frames. utt_duration=1287 frames, utt_pad_proportion=0.05146, over 7638.26 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3056, pruned_loss=0.07551, over 2473911.00 frames. utt_duration=481.7 frames, utt_pad_proportion=0.0746, over 20607.69 utterances.], batch size: 28, lr: 6.01e-04
2022-08-22 21:31:49,608 INFO [train.py:927] (4/8) Epoch 5, batch 10750, giga_loss[loss=0.2453, simple_loss=0.3246, pruned_loss=0.08302, over 12453.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.0356, over 86.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3108, pruned_loss=0.07698, over 2473387.11 frames. utt_duration=524.2 frames, utt_pad_proportion=0.07249, over 18926.15 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3111, pruned_loss=0.06943, over 2454784.61 frames. utt_duration=1290 frames, utt_pad_proportion=0.05072, over 7622.44 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3101, pruned_loss=0.07735, over 2474301.64 frames. utt_duration=489 frames, utt_pad_proportion=0.07362, over 20301.15 utterances.], batch size: 86, lr: 6.01e-04
2022-08-22 21:33:31,174 INFO [train.py:927] (4/8) Epoch 5, batch 10800, giga_loss[loss=0.268, simple_loss=0.3462, pruned_loss=0.09494, over 12411.00 frames. utt_duration=578.8 frames, utt_pad_proportion=0.03693, over 86.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.313, pruned_loss=0.07696, over 2472631.02 frames. utt_duration=543.5 frames, utt_pad_proportion=0.07277, over 18247.20 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3107, pruned_loss=0.06944, over 2455380.29 frames. utt_duration=1292 frames, utt_pad_proportion=0.04985, over 7609.69 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3128, pruned_loss=0.07745, over 2473303.24 frames. utt_duration=505 frames, utt_pad_proportion=0.07415, over 19649.52 utterances.], batch size: 86, lr: 6.01e-04
2022-08-22 21:35:12,721 INFO [train.py:927] (4/8) Epoch 5, batch 10850, giga_loss[loss=0.2275, simple_loss=0.3134, pruned_loss=0.07082, over 12318.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03224, over 51.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3138, pruned_loss=0.07618, over 2472579.67 frames. utt_duration=561.3 frames, utt_pad_proportion=0.07097, over 17665.66 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3108, pruned_loss=0.06954, over 2456075.97 frames. utt_duration=1296 frames, utt_pad_proportion=0.04829, over 7586.76 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3137, pruned_loss=0.07675, over 2473130.16 frames. utt_duration=516.5 frames, utt_pad_proportion=0.07314, over 19208.24 utterances.], batch size: 51, lr: 6.01e-04
2022-08-22 21:36:54,843 INFO [train.py:927] (4/8) Epoch 5, batch 10900, giga_loss[loss=0.2688, simple_loss=0.3461, pruned_loss=0.09578, over 12452.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04263, over 114.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3136, pruned_loss=0.07553, over 2472196.05 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06822, over 16941.89 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3102, pruned_loss=0.0692, over 2456350.01 frames. utt_duration=1301 frames, utt_pad_proportion=0.04711, over 7561.51 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3141, pruned_loss=0.07648, over 2472886.80 frames. utt_duration=536 frames, utt_pad_proportion=0.07091, over 18505.64 utterances.], batch size: 114, lr: 6.01e-04
2022-08-22 21:38:37,823 INFO [train.py:927] (4/8) Epoch 5, batch 10950, libri_loss[loss=0.251, simple_loss=0.3345, pruned_loss=0.08376, over 12305.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005791, over 35.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3149, pruned_loss=0.07762, over 2472178.42 frames. utt_duration=595.6 frames, utt_pad_proportion=0.06381, over 16645.90 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3103, pruned_loss=0.06927, over 2456496.99 frames. utt_duration=1302 frames, utt_pad_proportion=0.04643, over 7553.37 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3152, pruned_loss=0.07843, over 2472859.24 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06671, over 18061.38 utterances.], batch size: 35, lr: 6.00e-04
2022-08-22 21:40:20,651 INFO [train.py:927] (4/8) Epoch 5, batch 11000, giga_loss[loss=0.2317, simple_loss=0.3103, pruned_loss=0.07652, over 12465.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04497, over 34.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3142, pruned_loss=0.07786, over 2471180.41 frames. utt_duration=613.4 frames, utt_pad_proportion=0.06445, over 16152.85 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.31, pruned_loss=0.0691, over 2456683.92 frames. utt_duration=1309 frames, utt_pad_proportion=0.04541, over 7515.54 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3149, pruned_loss=0.07895, over 2472060.41 frames. utt_duration=563 frames, utt_pad_proportion=0.06741, over 17610.13 utterances.], batch size: 34, lr: 6.00e-04
2022-08-22 21:42:04,427 INFO [train.py:927] (4/8) Epoch 5, batch 11050, giga_loss[loss=0.1999, simple_loss=0.2874, pruned_loss=0.05615, over 12369.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.313, pruned_loss=0.07721, over 2471965.38 frames. utt_duration=605.6 frames, utt_pad_proportion=0.06073, over 16367.75 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3098, pruned_loss=0.06899, over 2456646.09 frames. utt_duration=1296 frames, utt_pad_proportion=0.04919, over 7589.87 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3138, pruned_loss=0.07842, over 2473128.95 frames. utt_duration=560 frames, utt_pad_proportion=0.06228, over 17713.36 utterances.], batch size: 97, lr: 6.00e-04
2022-08-22 21:43:48,763 INFO [train.py:927] (4/8) Epoch 5, batch 11100, giga_loss[loss=0.2154, simple_loss=0.2975, pruned_loss=0.06668, over 12337.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03177, over 85.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3109, pruned_loss=0.07589, over 2472365.30 frames. utt_duration=589 frames, utt_pad_proportion=0.06473, over 16833.17 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3095, pruned_loss=0.06885, over 2457229.55 frames. utt_duration=1299 frames, utt_pad_proportion=0.04781, over 7575.65 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.312, pruned_loss=0.07728, over 2473314.48 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06646, over 18271.90 utterances.], batch size: 85, lr: 6.00e-04
2022-08-22 21:45:38,949 INFO [train.py:927] (4/8) Epoch 5, batch 11150, giga_loss[loss=0.2015, simple_loss=0.2803, pruned_loss=0.06139, over 12467.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03008, over 75.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3056, pruned_loss=0.07375, over 2473022.23 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06296, over 17540.81 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3097, pruned_loss=0.06896, over 2457252.40 frames. utt_duration=1298 frames, utt_pad_proportion=0.04766, over 7578.77 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3062, pruned_loss=0.07475, over 2473819.63 frames. utt_duration=530.3 frames, utt_pad_proportion=0.06449, over 18712.58 utterances.], batch size: 75, lr: 6.00e-04
2022-08-22 21:47:22,794 INFO [train.py:927] (4/8) Epoch 5, batch 11200, giga_loss[loss=0.2586, simple_loss=0.326, pruned_loss=0.0956, over 12445.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03117, over 80.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.303, pruned_loss=0.07298, over 2473539.34 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06647, over 18162.82 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3095, pruned_loss=0.06898, over 2457313.74 frames. utt_duration=1289 frames, utt_pad_proportion=0.05131, over 7632.90 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3036, pruned_loss=0.07385, over 2474459.29 frames. utt_duration=515.2 frames, utt_pad_proportion=0.0664, over 19268.82 utterances.], batch size: 80, lr: 6.00e-04
2022-08-22 21:49:05,726 INFO [train.py:927] (4/8) Epoch 5, batch 11250, giga_loss[loss=0.2495, simple_loss=0.3208, pruned_loss=0.08908, over 12333.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03521, over 62.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3022, pruned_loss=0.0726, over 2472811.15 frames. utt_duration=558.1 frames, utt_pad_proportion=0.0681, over 17769.66 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3093, pruned_loss=0.06879, over 2457908.30 frames. utt_duration=1294 frames, utt_pad_proportion=0.05015, over 7604.22 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3026, pruned_loss=0.07364, over 2473583.86 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06867, over 19088.62 utterances.], batch size: 62, lr: 6.00e-04
2022-08-22 21:50:46,744 INFO [train.py:927] (4/8) Epoch 5, batch 11300, giga_loss[loss=0.2076, simple_loss=0.2897, pruned_loss=0.06269, over 12352.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03132, over 62.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.2994, pruned_loss=0.07113, over 2472705.39 frames. utt_duration=587.3 frames, utt_pad_proportion=0.06385, over 16883.58 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3092, pruned_loss=0.06887, over 2458145.79 frames. utt_duration=1284 frames, utt_pad_proportion=0.0537, over 7665.50 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.2997, pruned_loss=0.07197, over 2473425.90 frames. utt_duration=548.4 frames, utt_pad_proportion=0.0635, over 18091.42 utterances.], batch size: 62, lr: 5.99e-04
2022-08-22 21:52:30,803 INFO [train.py:927] (4/8) Epoch 5, batch 11350, giga_loss[loss=0.2261, simple_loss=0.3081, pruned_loss=0.0721, over 12374.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03071, over 58.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2962, pruned_loss=0.07005, over 2472366.01 frames. utt_duration=604.9 frames, utt_pad_proportion=0.0589, over 16388.61 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3093, pruned_loss=0.06894, over 2458244.48 frames. utt_duration=1285 frames, utt_pad_proportion=0.05308, over 7659.55 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2962, pruned_loss=0.07067, over 2473016.97 frames. utt_duration=568 frames, utt_pad_proportion=0.05919, over 17462.80 utterances.], batch size: 58, lr: 5.99e-04
2022-08-22 21:54:11,679 INFO [train.py:927] (4/8) Epoch 5, batch 11400, libri_loss[loss=0.2665, simple_loss=0.3518, pruned_loss=0.09062, over 12408.00 frames. utt_duration=425.7 frames, utt_pad_proportion=0.3349, over 117.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2927, pruned_loss=0.06835, over 2472525.18 frames. utt_duration=626.6 frames, utt_pad_proportion=0.05699, over 15822.29 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3093, pruned_loss=0.06893, over 2458298.20 frames. utt_duration=1277 frames, utt_pad_proportion=0.05663, over 7709.43 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2924, pruned_loss=0.06885, over 2473312.04 frames. utt_duration=589.7 frames, utt_pad_proportion=0.05571, over 16818.78 utterances.], batch size: 117, lr: 5.99e-04
2022-08-22 21:55:53,227 INFO [train.py:927] (4/8) Epoch 5, batch 11450, giga_loss[loss=0.1972, simple_loss=0.2794, pruned_loss=0.05752, over 12432.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03615, over 123.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2895, pruned_loss=0.06694, over 2471581.72 frames. utt_duration=657.5 frames, utt_pad_proportion=0.05248, over 15069.78 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3088, pruned_loss=0.06879, over 2458196.04 frames. utt_duration=1281 frames, utt_pad_proportion=0.05557, over 7685.72 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.289, pruned_loss=0.06744, over 2472769.73 frames. utt_duration=614.2 frames, utt_pad_proportion=0.0521, over 16143.05 utterances.], batch size: 123, lr: 5.99e-04
2022-08-22 21:57:34,095 INFO [train.py:927] (4/8) Epoch 5, batch 11500, libri_loss[loss=0.2093, simple_loss=0.3011, pruned_loss=0.05879, over 12234.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006369, over 34.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2873, pruned_loss=0.0658, over 2471001.45 frames. utt_duration=678.4 frames, utt_pad_proportion=0.04971, over 14601.84 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.309, pruned_loss=0.06879, over 2458755.72 frames. utt_duration=1279 frames, utt_pad_proportion=0.05446, over 7695.78 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2863, pruned_loss=0.06613, over 2471814.15 frames. utt_duration=633.5 frames, utt_pad_proportion=0.05001, over 15645.50 utterances.], batch size: 34, lr: 5.99e-04
2022-08-22 21:59:17,651 INFO [train.py:927] (4/8) Epoch 5, batch 11550, libri_loss[loss=0.223, simple_loss=0.3104, pruned_loss=0.06777, over 12483.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006795, over 36.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2906, pruned_loss=0.06796, over 2471438.55 frames. utt_duration=642.3 frames, utt_pad_proportion=0.05535, over 15428.09 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3093, pruned_loss=0.06888, over 2459310.22 frames. utt_duration=1275 frames, utt_pad_proportion=0.05431, over 7722.45 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2889, pruned_loss=0.06808, over 2471919.22 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05534, over 16450.01 utterances.], batch size: 36, lr: 5.99e-04
2022-08-22 22:01:00,353 INFO [train.py:927] (4/8) Epoch 5, batch 11600, giga_loss[loss=0.2402, simple_loss=0.3161, pruned_loss=0.08216, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0365, over 113.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.2976, pruned_loss=0.07256, over 2471390.21 frames. utt_duration=608.8 frames, utt_pad_proportion=0.06346, over 16277.63 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3107, pruned_loss=0.06945, over 2459126.44 frames. utt_duration=1277 frames, utt_pad_proportion=0.05372, over 7711.70 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2948, pruned_loss=0.07217, over 2472076.37 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06328, over 17194.46 utterances.], batch size: 113, lr: 5.99e-04
2022-08-22 22:02:43,882 INFO [train.py:927] (4/8) Epoch 5, batch 11650, giga_loss[loss=0.2798, simple_loss=0.3401, pruned_loss=0.1098, over 12329.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2093, over 371.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3041, pruned_loss=0.07561, over 2472539.06 frames. utt_duration=571.4 frames, utt_pad_proportion=0.07009, over 17353.52 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3107, pruned_loss=0.06949, over 2459123.99 frames. utt_duration=1265 frames, utt_pad_proportion=0.05751, over 7782.25 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3017, pruned_loss=0.07535, over 2473313.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06841, over 18174.36 utterances.], batch size: 371, lr: 5.99e-04
2022-08-22 22:04:26,051 INFO [train.py:927] (4/8) Epoch 5, batch 11700, giga_loss[loss=0.3618, simple_loss=0.3885, pruned_loss=0.1675, over 12365.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2153, over 377.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3106, pruned_loss=0.07918, over 2473177.84 frames. utt_duration=526.9 frames, utt_pad_proportion=0.07894, over 18828.96 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3106, pruned_loss=0.06947, over 2459308.03 frames. utt_duration=1266 frames, utt_pad_proportion=0.05683, over 7778.79 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3088, pruned_loss=0.07917, over 2473923.52 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07776, over 19726.41 utterances.], batch size: 377, lr: 5.98e-04
2022-08-22 22:06:08,340 INFO [train.py:927] (4/8) Epoch 5, batch 11750, giga_loss[loss=0.2124, simple_loss=0.2984, pruned_loss=0.06315, over 12339.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03605, over 104.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3113, pruned_loss=0.07865, over 2473237.74 frames. utt_duration=521.2 frames, utt_pad_proportion=0.07456, over 19036.07 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3108, pruned_loss=0.06978, over 2459691.10 frames. utt_duration=1267 frames, utt_pad_proportion=0.0563, over 7775.18 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3097, pruned_loss=0.07852, over 2473678.18 frames. utt_duration=499 frames, utt_pad_proportion=0.07412, over 19889.70 utterances.], batch size: 104, lr: 5.98e-04
2022-08-22 22:07:49,107 INFO [train.py:927] (4/8) Epoch 5, batch 11800, giga_loss[loss=0.2312, simple_loss=0.3091, pruned_loss=0.07662, over 12194.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03399, over 42.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3094, pruned_loss=0.07624, over 2473032.87 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06907, over 18015.86 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3107, pruned_loss=0.06975, over 2460009.33 frames. utt_duration=1268 frames, utt_pad_proportion=0.05563, over 7766.56 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3082, pruned_loss=0.07625, over 2473289.60 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06924, over 18836.91 utterances.], batch size: 42, lr: 5.98e-04
2022-08-22 22:09:32,393 INFO [train.py:927] (4/8) Epoch 5, batch 11850, giga_loss[loss=0.2072, simple_loss=0.2931, pruned_loss=0.06071, over 12407.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02904, over 62.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3125, pruned_loss=0.07684, over 2473694.77 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06672, over 17603.80 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3124, pruned_loss=0.07014, over 2460402.26 frames. utt_duration=1266 frames, utt_pad_proportion=0.05527, over 7782.34 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.31, pruned_loss=0.07664, over 2473850.16 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06722, over 18482.69 utterances.], batch size: 62, lr: 5.98e-04
2022-08-22 22:11:17,960 INFO [train.py:927] (4/8) Epoch 5, batch 11900, giga_loss[loss=0.2892, simple_loss=0.3477, pruned_loss=0.1154, over 12373.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1053, over 258.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3154, pruned_loss=0.07923, over 2473191.07 frames. utt_duration=551.2 frames, utt_pad_proportion=0.0664, over 17995.82 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3122, pruned_loss=0.07009, over 2460906.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.05446, over 7762.88 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3136, pruned_loss=0.07928, over 2473070.48 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06721, over 18904.11 utterances.], batch size: 258, lr: 5.98e-04
2022-08-22 22:13:04,572 INFO [train.py:927] (4/8) Epoch 5, batch 11950, giga_loss[loss=0.2294, simple_loss=0.3087, pruned_loss=0.0751, over 12391.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03883, over 37.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3157, pruned_loss=0.0799, over 2473110.27 frames. utt_duration=560.9 frames, utt_pad_proportion=0.0665, over 17684.50 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3121, pruned_loss=0.07005, over 2461255.65 frames. utt_duration=1271 frames, utt_pad_proportion=0.05345, over 7757.07 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3145, pruned_loss=0.08026, over 2473033.59 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06767, over 18702.29 utterances.], batch size: 37, lr: 5.98e-04
2022-08-22 22:14:47,739 INFO [train.py:927] (4/8) Epoch 5, batch 12000, giga_loss[loss=0.2621, simple_loss=0.3229, pruned_loss=0.1006, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03224, over 40.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3153, pruned_loss=0.07938, over 2473523.13 frames. utt_duration=602.3 frames, utt_pad_proportion=0.06179, over 16468.62 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3117, pruned_loss=0.07014, over 2461362.65 frames. utt_duration=1275 frames, utt_pad_proportion=0.05299, over 7731.87 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3147, pruned_loss=0.07971, over 2473519.46 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06326, over 17412.20 utterances.], batch size: 40, lr: 5.98e-04
2022-08-22 22:14:47,741 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 22:15:00,906 INFO [train.py:967] (4/8) Epoch 5, validation: loss=0.1951, simple_loss=0.302, pruned_loss=0.04413, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 22:16:44,573 INFO [train.py:927] (4/8) Epoch 5, batch 12050, giga_loss[loss=0.2354, simple_loss=0.3144, pruned_loss=0.07821, over 12378.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.03001, over 97.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3158, pruned_loss=0.07942, over 2473720.72 frames. utt_duration=598.1 frames, utt_pad_proportion=0.06132, over 16586.11 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3114, pruned_loss=0.07022, over 2461318.77 frames. utt_duration=1280 frames, utt_pad_proportion=0.05239, over 7702.47 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3156, pruned_loss=0.07977, over 2473977.92 frames. utt_duration=566.5 frames, utt_pad_proportion=0.0628, over 17514.29 utterances.], batch size: 97, lr: 5.98e-04
2022-08-22 22:18:25,644 INFO [train.py:927] (4/8) Epoch 5, batch 12100, giga_loss[loss=0.2124, simple_loss=0.2873, pruned_loss=0.06876, over 12362.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04644, over 26.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3169, pruned_loss=0.08001, over 2473783.24 frames. utt_duration=610.3 frames, utt_pad_proportion=0.06022, over 16254.18 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3125, pruned_loss=0.07057, over 2461608.81 frames. utt_duration=1268 frames, utt_pad_proportion=0.0557, over 7776.97 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3158, pruned_loss=0.08018, over 2474012.12 frames. utt_duration=579.7 frames, utt_pad_proportion=0.0601, over 17115.78 utterances.], batch size: 26, lr: 5.97e-04
2022-08-22 22:20:10,091 INFO [train.py:927] (4/8) Epoch 5, batch 12150, giga_loss[loss=0.2484, simple_loss=0.3175, pruned_loss=0.08959, over 12458.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03315, over 37.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3164, pruned_loss=0.08035, over 2472930.52 frames. utt_duration=610.1 frames, utt_pad_proportion=0.06056, over 16252.63 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3128, pruned_loss=0.0709, over 2461709.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.0549, over 7775.74 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3154, pruned_loss=0.08039, over 2473277.11 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06083, over 17134.09 utterances.], batch size: 37, lr: 5.97e-04
2022-08-22 22:21:51,075 INFO [train.py:927] (4/8) Epoch 5, batch 12200, libri_loss[loss=0.2199, simple_loss=0.2939, pruned_loss=0.07297, over 12131.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005996, over 32.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3163, pruned_loss=0.08023, over 2472862.85 frames. utt_duration=619.8 frames, utt_pad_proportion=0.05783, over 15998.64 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3124, pruned_loss=0.07087, over 2461699.94 frames. utt_duration=1273 frames, utt_pad_proportion=0.05392, over 7744.58 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.316, pruned_loss=0.08053, over 2473443.34 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05863, over 16924.59 utterances.], batch size: 32, lr: 5.97e-04
2022-08-22 22:23:31,593 INFO [train.py:927] (4/8) Epoch 5, batch 12250, giga_loss[loss=0.2226, simple_loss=0.3057, pruned_loss=0.06978, over 12442.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04227, over 31.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3158, pruned_loss=0.07958, over 2472306.61 frames. utt_duration=634.6 frames, utt_pad_proportion=0.05762, over 15620.31 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3122, pruned_loss=0.07088, over 2461539.52 frames. utt_duration=1276 frames, utt_pad_proportion=0.05356, over 7728.17 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3158, pruned_loss=0.07988, over 2472999.37 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05842, over 16432.65 utterances.], batch size: 31, lr: 5.97e-04
2022-08-22 22:25:11,978 INFO [train.py:927] (4/8) Epoch 5, batch 12300, giga_loss[loss=0.2403, simple_loss=0.3266, pruned_loss=0.07696, over 12478.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04386, over 34.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3169, pruned_loss=0.0806, over 2472870.50 frames. utt_duration=609.3 frames, utt_pad_proportion=0.06137, over 16275.23 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3131, pruned_loss=0.07144, over 2461873.25 frames. utt_duration=1276 frames, utt_pad_proportion=0.05249, over 7724.36 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3162, pruned_loss=0.0806, over 2473415.61 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06232, over 17146.88 utterances.], batch size: 34, lr: 5.97e-04
2022-08-22 22:26:53,309 INFO [train.py:927] (4/8) Epoch 5, batch 12350, giga_loss[loss=0.2154, simple_loss=0.2874, pruned_loss=0.07172, over 12447.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03692, over 37.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3146, pruned_loss=0.07953, over 2472293.26 frames. utt_duration=631.5 frames, utt_pad_proportion=0.05739, over 15697.33 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3137, pruned_loss=0.07166, over 2461836.36 frames. utt_duration=1278 frames, utt_pad_proportion=0.05211, over 7716.77 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3136, pruned_loss=0.07959, over 2473123.56 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05864, over 16679.71 utterances.], batch size: 37, lr: 5.97e-04
2022-08-22 22:28:32,598 INFO [train.py:927] (4/8) Epoch 5, batch 12400, giga_loss[loss=0.2827, simple_loss=0.3469, pruned_loss=0.1093, over 12370.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.0984, over 256.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3127, pruned_loss=0.07914, over 2471630.08 frames. utt_duration=630.4 frames, utt_pad_proportion=0.06159, over 15721.37 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3139, pruned_loss=0.07204, over 2462015.85 frames. utt_duration=1283 frames, utt_pad_proportion=0.05096, over 7684.72 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3118, pruned_loss=0.07904, over 2472409.05 frames. utt_duration=592.1 frames, utt_pad_proportion=0.06285, over 16746.47 utterances.], batch size: 256, lr: 5.97e-04
2022-08-22 22:30:14,176 INFO [train.py:927] (4/8) Epoch 5, batch 12450, giga_loss[loss=0.2147, simple_loss=0.2946, pruned_loss=0.06744, over 12351.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03331, over 104.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3083, pruned_loss=0.07703, over 2471460.25 frames. utt_duration=650.8 frames, utt_pad_proportion=0.05788, over 15225.55 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3132, pruned_loss=0.0719, over 2462618.97 frames. utt_duration=1288 frames, utt_pad_proportion=0.04983, over 7658.64 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3081, pruned_loss=0.07725, over 2471756.52 frames. utt_duration=608.7 frames, utt_pad_proportion=0.05972, over 16282.07 utterances.], batch size: 104, lr: 5.97e-04
2022-08-22 22:31:51,922 INFO [train.py:927] (4/8) Epoch 5, batch 12500, giga_loss[loss=0.2128, simple_loss=0.2908, pruned_loss=0.06734, over 12247.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02799, over 54.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3048, pruned_loss=0.07543, over 2472101.15 frames. utt_duration=605.5 frames, utt_pad_proportion=0.06244, over 16370.78 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.313, pruned_loss=0.07201, over 2462658.69 frames. utt_duration=1291 frames, utt_pad_proportion=0.0491, over 7638.69 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3047, pruned_loss=0.07559, over 2472464.90 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06399, over 17382.78 utterances.], batch size: 54, lr: 5.96e-04
2022-08-22 22:33:35,552 INFO [train.py:927] (4/8) Epoch 5, batch 12550, giga_loss[loss=0.2736, simple_loss=0.3353, pruned_loss=0.106, over 12408.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3036, pruned_loss=0.07533, over 2472393.03 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06601, over 16795.00 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.313, pruned_loss=0.07221, over 2463023.08 frames. utt_duration=1293 frames, utt_pad_proportion=0.04871, over 7631.13 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3035, pruned_loss=0.07532, over 2472487.72 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06722, over 17712.97 utterances.], batch size: 258, lr: 5.96e-04
2022-08-22 22:35:18,223 INFO [train.py:927] (4/8) Epoch 5, batch 12600, giga_loss[loss=0.29, simple_loss=0.3451, pruned_loss=0.1174, over 12383.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3058, pruned_loss=0.07576, over 2471867.18 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06475, over 16981.82 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3135, pruned_loss=0.07269, over 2462842.78 frames. utt_duration=1294 frames, utt_pad_proportion=0.04791, over 7624.10 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.305, pruned_loss=0.07542, over 2472332.92 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06624, over 17968.97 utterances.], batch size: 258, lr: 5.96e-04
2022-08-22 22:36:59,299 INFO [train.py:927] (4/8) Epoch 5, batch 12650, giga_loss[loss=0.2113, simple_loss=0.2983, pruned_loss=0.06219, over 12429.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03851, over 123.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3076, pruned_loss=0.07576, over 2473336.34 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06653, over 18011.37 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3144, pruned_loss=0.07348, over 2462985.80 frames. utt_duration=1277 frames, utt_pad_proportion=0.05231, over 7723.17 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3061, pruned_loss=0.0749, over 2473775.47 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06626, over 18909.83 utterances.], batch size: 123, lr: 5.96e-04
2022-08-22 22:38:40,019 INFO [train.py:927] (4/8) Epoch 5, batch 12700, libri_loss[loss=0.2056, simple_loss=0.2812, pruned_loss=0.06493, over 12272.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01093, over 28.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3064, pruned_loss=0.07504, over 2473286.84 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06153, over 17674.51 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3139, pruned_loss=0.07364, over 2462830.63 frames. utt_duration=1282 frames, utt_pad_proportion=0.05142, over 7690.43 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3054, pruned_loss=0.07425, over 2473997.03 frames. utt_duration=532 frames, utt_pad_proportion=0.06196, over 18654.52 utterances.], batch size: 28, lr: 5.96e-04
2022-08-22 22:40:20,582 INFO [train.py:927] (4/8) Epoch 5, batch 12750, giga_loss[loss=0.2038, simple_loss=0.2981, pruned_loss=0.0548, over 12317.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.0286, over 74.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.308, pruned_loss=0.07607, over 2472783.96 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06828, over 18569.72 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3141, pruned_loss=0.07403, over 2462617.92 frames. utt_duration=1287 frames, utt_pad_proportion=0.0504, over 7664.04 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3068, pruned_loss=0.07513, over 2473794.98 frames. utt_duration=505 frames, utt_pad_proportion=0.06877, over 19652.22 utterances.], batch size: 74, lr: 5.96e-04
2022-08-22 22:42:00,937 INFO [train.py:927] (4/8) Epoch 5, batch 12800, giga_loss[loss=0.2019, simple_loss=0.2849, pruned_loss=0.0595, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03029, over 45.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3098, pruned_loss=0.07641, over 2473020.98 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06507, over 18052.01 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3145, pruned_loss=0.07413, over 2462761.80 frames. utt_duration=1286 frames, utt_pad_proportion=0.05058, over 7670.04 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3083, pruned_loss=0.07561, over 2473927.19 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06571, over 19148.83 utterances.], batch size: 45, lr: 5.96e-04
2022-08-22 22:43:40,287 INFO [train.py:927] (4/8) Epoch 5, batch 12850, giga_loss[loss=0.2658, simple_loss=0.3447, pruned_loss=0.0935, over 12397.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02889, over 58.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3108, pruned_loss=0.07686, over 2472983.46 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06053, over 17566.71 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3141, pruned_loss=0.07418, over 2462661.47 frames. utt_duration=1291 frames, utt_pad_proportion=0.04977, over 7638.50 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3099, pruned_loss=0.07624, over 2474016.27 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06169, over 18683.01 utterances.], batch size: 58, lr: 5.96e-04
2022-08-22 22:45:19,334 INFO [train.py:927] (4/8) Epoch 5, batch 12900, giga_loss[loss=0.2399, simple_loss=0.314, pruned_loss=0.08286, over 12357.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02893, over 91.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3115, pruned_loss=0.07767, over 2472247.36 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05738, over 17135.38 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3142, pruned_loss=0.0748, over 2462980.96 frames. utt_duration=1296 frames, utt_pad_proportion=0.04828, over 7612.58 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3106, pruned_loss=0.07671, over 2473118.02 frames. utt_duration=539 frames, utt_pad_proportion=0.05918, over 18404.26 utterances.], batch size: 91, lr: 5.95e-04
2022-08-22 22:46:58,742 INFO [train.py:927] (4/8) Epoch 5, batch 12950, giga_loss[loss=0.221, simple_loss=0.3021, pruned_loss=0.06998, over 12145.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03943, over 33.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3104, pruned_loss=0.07745, over 2471714.84 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06142, over 17202.40 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3141, pruned_loss=0.07519, over 2462526.36 frames. utt_duration=1288 frames, utt_pad_proportion=0.05169, over 7656.29 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3097, pruned_loss=0.07642, over 2473122.71 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06168, over 18504.18 utterances.], batch size: 33, lr: 5.95e-04
2022-08-22 22:48:39,595 INFO [train.py:927] (4/8) Epoch 5, batch 13000, giga_loss[loss=0.2385, simple_loss=0.3192, pruned_loss=0.07887, over 12379.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02695, over 91.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3087, pruned_loss=0.07701, over 2472292.83 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06126, over 17311.01 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3146, pruned_loss=0.07578, over 2462872.70 frames. utt_duration=1281 frames, utt_pad_proportion=0.05244, over 7702.36 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3075, pruned_loss=0.07569, over 2473323.72 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06133, over 18527.55 utterances.], batch size: 91, lr: 5.95e-04
2022-08-22 22:50:21,785 INFO [train.py:927] (4/8) Epoch 5, batch 13050, giga_loss[loss=0.2238, simple_loss=0.3051, pruned_loss=0.0713, over 12295.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02746, over 45.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3099, pruned_loss=0.07649, over 2473074.01 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05845, over 17564.86 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3147, pruned_loss=0.0763, over 2463111.40 frames. utt_duration=1281 frames, utt_pad_proportion=0.05144, over 7702.99 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3087, pruned_loss=0.07499, over 2474117.80 frames. utt_duration=523.5 frames, utt_pad_proportion=0.0592, over 18957.63 utterances.], batch size: 45, lr: 5.95e-04
2022-08-22 22:51:57,672 INFO [train.py:927] (4/8) Epoch 5, batch 13100, giga_loss[loss=0.2394, simple_loss=0.3178, pruned_loss=0.08048, over 12422.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.0389, over 123.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3101, pruned_loss=0.07609, over 2472953.28 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05903, over 17631.84 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3151, pruned_loss=0.07675, over 2463053.80 frames. utt_duration=1265 frames, utt_pad_proportion=0.05665, over 7799.76 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3087, pruned_loss=0.07449, over 2474006.71 frames. utt_duration=527.3 frames, utt_pad_proportion=0.05759, over 18821.86 utterances.], batch size: 123, lr: 5.95e-04
2022-08-22 22:53:41,169 INFO [train.py:927] (4/8) Epoch 5, batch 13150, giga_loss[loss=0.2295, simple_loss=0.3008, pruned_loss=0.07906, over 12314.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03644, over 51.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3098, pruned_loss=0.0773, over 2473190.17 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06013, over 17886.56 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3162, pruned_loss=0.0778, over 2463253.08 frames. utt_duration=1254 frames, utt_pad_proportion=0.0596, over 7868.90 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3075, pruned_loss=0.07508, over 2474174.73 frames. utt_duration=519.5 frames, utt_pad_proportion=0.05802, over 19106.75 utterances.], batch size: 51, lr: 5.95e-04
2022-08-22 22:55:21,030 INFO [train.py:927] (4/8) Epoch 5, batch 13200, giga_loss[loss=0.232, simple_loss=0.3112, pruned_loss=0.0764, over 12453.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03638, over 133.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.309, pruned_loss=0.07809, over 2474031.17 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06146, over 18345.29 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3166, pruned_loss=0.07868, over 2463508.23 frames. utt_duration=1241 frames, utt_pad_proportion=0.06391, over 7948.25 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3065, pruned_loss=0.07551, over 2474894.39 frames. utt_duration=507.2 frames, utt_pad_proportion=0.05819, over 19575.37 utterances.], batch size: 133, lr: 5.95e-04
2022-08-22 22:56:58,210 INFO [train.py:927] (4/8) Epoch 5, batch 13250, giga_loss[loss=0.2106, simple_loss=0.2852, pruned_loss=0.06801, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04497, over 146.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3055, pruned_loss=0.0762, over 2474360.86 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06006, over 18183.28 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3162, pruned_loss=0.07854, over 2463618.18 frames. utt_duration=1246 frames, utt_pad_proportion=0.06303, over 7921.39 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3038, pruned_loss=0.07425, over 2475151.78 frames. utt_duration=512.7 frames, utt_pad_proportion=0.05782, over 19367.77 utterances.], batch size: 146, lr: 5.95e-04
2022-08-22 22:58:37,381 INFO [train.py:927] (4/8) Epoch 5, batch 13300, giga_loss[loss=0.2198, simple_loss=0.2969, pruned_loss=0.07137, over 12331.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03109, over 91.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3023, pruned_loss=0.07482, over 2474983.52 frames. utt_duration=540 frames, utt_pad_proportion=0.06259, over 18385.96 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3172, pruned_loss=0.07931, over 2463674.77 frames. utt_duration=1238 frames, utt_pad_proportion=0.06588, over 7971.99 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.2997, pruned_loss=0.07247, over 2475817.95 frames. utt_duration=508.6 frames, utt_pad_proportion=0.05963, over 19530.70 utterances.], batch size: 91, lr: 5.94e-04
2022-08-22 23:00:14,721 INFO [train.py:927] (4/8) Epoch 5, batch 13350, giga_loss[loss=0.2014, simple_loss=0.2801, pruned_loss=0.06137, over 12442.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04252, over 31.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3015, pruned_loss=0.07444, over 2474534.64 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06466, over 18258.31 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3174, pruned_loss=0.07977, over 2463703.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.06644, over 8010.23 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.2989, pruned_loss=0.07209, over 2475409.52 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06192, over 19354.62 utterances.], batch size: 31, lr: 5.94e-04
2022-08-22 23:01:52,881 INFO [train.py:927] (4/8) Epoch 5, batch 13400, giga_loss[loss=0.2311, simple_loss=0.3043, pruned_loss=0.07898, over 12486.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04092, over 34.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3033, pruned_loss=0.07478, over 2474979.32 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06151, over 17369.20 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3176, pruned_loss=0.08005, over 2463751.28 frames. utt_duration=1222 frames, utt_pad_proportion=0.07, over 8074.31 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3009, pruned_loss=0.07263, over 2475779.27 frames. utt_duration=542.3 frames, utt_pad_proportion=0.05808, over 18313.52 utterances.], batch size: 34, lr: 5.94e-04
2022-08-22 23:03:31,019 INFO [train.py:927] (4/8) Epoch 5, batch 13450, giga_loss[loss=0.2532, simple_loss=0.3318, pruned_loss=0.08732, over 12433.00 frames. utt_duration=579.5 frames, utt_pad_proportion=0.03411, over 86.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3051, pruned_loss=0.07528, over 2474479.65 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06115, over 17296.44 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3175, pruned_loss=0.08014, over 2463610.80 frames. utt_duration=1226 frames, utt_pad_proportion=0.06894, over 8047.06 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3031, pruned_loss=0.07341, over 2475425.38 frames. utt_duration=544.4 frames, utt_pad_proportion=0.05881, over 18238.39 utterances.], batch size: 86, lr: 5.94e-04
2022-08-22 23:05:18,630 INFO [train.py:927] (4/8) Epoch 5, batch 13500, giga_loss[loss=0.2869, simple_loss=0.3553, pruned_loss=0.1092, over 12397.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06924, over 211.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.311, pruned_loss=0.07959, over 2473977.52 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06358, over 17576.87 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3177, pruned_loss=0.08031, over 2463467.87 frames. utt_duration=1229 frames, utt_pad_proportion=0.06793, over 8029.27 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.309, pruned_loss=0.0779, over 2475055.10 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06201, over 18515.39 utterances.], batch size: 211, lr: 5.94e-04
2022-08-22 23:07:03,177 INFO [train.py:927] (4/8) Epoch 5, batch 13550, giga_loss[loss=0.2535, simple_loss=0.3279, pruned_loss=0.08953, over 12344.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03015, over 91.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.318, pruned_loss=0.08488, over 2474687.00 frames. utt_duration=522.1 frames, utt_pad_proportion=0.07194, over 19012.10 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3179, pruned_loss=0.08061, over 2463755.47 frames. utt_duration=1232 frames, utt_pad_proportion=0.06687, over 8009.85 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3162, pruned_loss=0.08331, over 2475481.16 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07086, over 19966.47 utterances.], batch size: 91, lr: 5.94e-04
2022-08-22 23:08:48,638 INFO [train.py:927] (4/8) Epoch 5, batch 13600, giga_loss[loss=0.2177, simple_loss=0.2976, pruned_loss=0.06886, over 12297.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.04527, over 26.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3251, pruned_loss=0.09044, over 2474764.77 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06939, over 19088.15 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3181, pruned_loss=0.08093, over 2464238.17 frames. utt_duration=1229 frames, utt_pad_proportion=0.0666, over 8027.62 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3236, pruned_loss=0.08904, over 2475148.73 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06875, over 20035.00 utterances.], batch size: 26, lr: 5.94e-04
2022-08-22 23:10:32,037 INFO [train.py:927] (4/8) Epoch 5, batch 13650, giga_loss[loss=0.3641, simple_loss=0.3935, pruned_loss=0.1673, over 12362.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2203, over 377.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3324, pruned_loss=0.09618, over 2475232.86 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07499, over 20192.51 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3192, pruned_loss=0.08166, over 2464591.89 frames. utt_duration=1207 frames, utt_pad_proportion=0.07409, over 8178.84 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3305, pruned_loss=0.09468, over 2475459.09 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07151, over 21063.81 utterances.], batch size: 377, lr: 5.94e-04
2022-08-22 23:12:17,209 INFO [train.py:927] (4/8) Epoch 5, batch 13700, libri_loss[loss=0.2693, simple_loss=0.3403, pruned_loss=0.09914, over 12406.00 frames. utt_duration=765.1 frames, utt_pad_proportion=0.1296, over 65.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3363, pruned_loss=0.09985, over 2474590.97 frames. utt_duration=472.3 frames, utt_pad_proportion=0.08218, over 21023.65 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3192, pruned_loss=0.08181, over 2464871.44 frames. utt_duration=1208 frames, utt_pad_proportion=0.07365, over 8174.72 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3351, pruned_loss=0.09891, over 2474753.94 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07946, over 22013.91 utterances.], batch size: 65, lr: 5.93e-04
2022-08-22 23:14:03,223 INFO [train.py:927] (4/8) Epoch 5, batch 13750, giga_loss[loss=0.2392, simple_loss=0.3136, pruned_loss=0.08237, over 12313.00 frames. utt_duration=913.6 frames, utt_pad_proportion=0.02394, over 54.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3404, pruned_loss=0.1045, over 2473757.29 frames. utt_duration=444.9 frames, utt_pad_proportion=0.09064, over 22316.94 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3183, pruned_loss=0.08175, over 2464719.55 frames. utt_duration=1218 frames, utt_pad_proportion=0.07129, over 8104.14 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3409, pruned_loss=0.1045, over 2474386.46 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08899, over 23685.12 utterances.], batch size: 54, lr: 5.93e-04
2022-08-22 23:15:48,620 INFO [train.py:927] (4/8) Epoch 5, batch 13800, giga_loss[loss=0.253, simple_loss=0.3245, pruned_loss=0.09076, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03103, over 80.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3429, pruned_loss=0.1074, over 2473893.36 frames. utt_duration=437.2 frames, utt_pad_proportion=0.09232, over 22710.52 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3191, pruned_loss=0.08225, over 2465009.64 frames. utt_duration=1206 frames, utt_pad_proportion=0.07449, over 8187.10 utterances.], giga_tot_loss[loss=0.2795, simple_loss=0.3435, pruned_loss=0.1078, over 2474455.67 frames. utt_duration=409.3 frames, utt_pad_proportion=0.09025, over 24270.58 utterances.], batch size: 80, lr: 5.93e-04
2022-08-22 23:17:33,001 INFO [train.py:927] (4/8) Epoch 5, batch 13850, giga_loss[loss=0.3403, simple_loss=0.3721, pruned_loss=0.1543, over 12350.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2066, over 370.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.344, pruned_loss=0.1074, over 2474002.40 frames. utt_duration=424.6 frames, utt_pad_proportion=0.09249, over 23388.65 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3191, pruned_loss=0.08224, over 2464934.59 frames. utt_duration=1207 frames, utt_pad_proportion=0.0742, over 8180.16 utterances.], giga_tot_loss[loss=0.2802, simple_loss=0.3445, pruned_loss=0.1079, over 2474562.36 frames. utt_duration=402.3 frames, utt_pad_proportion=0.091, over 24690.63 utterances.], batch size: 370, lr: 5.93e-04
2022-08-22 23:19:13,342 INFO [train.py:927] (4/8) Epoch 5, batch 13900, giga_loss[loss=0.2524, simple_loss=0.3252, pruned_loss=0.08983, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03444, over 37.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3452, pruned_loss=0.1078, over 2474017.42 frames. utt_duration=422.5 frames, utt_pad_proportion=0.09177, over 23503.51 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3192, pruned_loss=0.08223, over 2464874.80 frames. utt_duration=1213 frames, utt_pad_proportion=0.07302, over 8135.19 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.3461, pruned_loss=0.1088, over 2474719.63 frames. utt_duration=398.8 frames, utt_pad_proportion=0.09104, over 24915.67 utterances.], batch size: 37, lr: 5.93e-04
2022-08-22 23:20:57,627 INFO [train.py:927] (4/8) Epoch 5, batch 13950, libri_loss[loss=0.2519, simple_loss=0.3257, pruned_loss=0.08902, over 12142.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006254, over 35.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3416, pruned_loss=0.1039, over 2474555.75 frames. utt_duration=432 frames, utt_pad_proportion=0.08562, over 22991.97 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3183, pruned_loss=0.08189, over 2465160.78 frames. utt_duration=1226 frames, utt_pad_proportion=0.07082, over 8055.71 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3442, pruned_loss=0.1059, over 2475259.28 frames. utt_duration=400.1 frames, utt_pad_proportion=0.08619, over 24838.06 utterances.], batch size: 35, lr: 5.93e-04
2022-08-22 23:22:39,911 INFO [train.py:927] (4/8) Epoch 5, batch 14000, giga_loss[loss=0.27, simple_loss=0.3448, pruned_loss=0.09757, over 12345.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03267, over 97.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3408, pruned_loss=0.1026, over 2473790.48 frames. utt_duration=433.7 frames, utt_pad_proportion=0.0825, over 22894.97 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3179, pruned_loss=0.08186, over 2464648.27 frames. utt_duration=1228 frames, utt_pad_proportion=0.07031, over 8039.82 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3436, pruned_loss=0.1047, over 2475004.11 frames. utt_duration=402 frames, utt_pad_proportion=0.08343, over 24714.18 utterances.], batch size: 97, lr: 5.93e-04
2022-08-22 23:24:26,823 INFO [train.py:927] (4/8) Epoch 5, batch 14050, giga_loss[loss=0.326, simple_loss=0.3633, pruned_loss=0.1443, over 12371.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3394, pruned_loss=0.1014, over 2474399.28 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07905, over 22554.43 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3183, pruned_loss=0.08213, over 2464766.80 frames. utt_duration=1225 frames, utt_pad_proportion=0.07033, over 8057.30 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3415, pruned_loss=0.103, over 2475330.93 frames. utt_duration=412.3 frames, utt_pad_proportion=0.08006, over 24099.08 utterances.], batch size: 259, lr: 5.93e-04
2022-08-22 23:26:15,702 INFO [train.py:927] (4/8) Epoch 5, batch 14100, giga_loss[loss=0.2465, simple_loss=0.3216, pruned_loss=0.08566, over 12339.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03356, over 97.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3378, pruned_loss=0.09983, over 2474389.31 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07442, over 21865.45 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3181, pruned_loss=0.08219, over 2464839.83 frames. utt_duration=1229 frames, utt_pad_proportion=0.06956, over 8032.57 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3398, pruned_loss=0.1013, over 2475187.85 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07576, over 23282.71 utterances.], batch size: 97, lr: 5.92e-04
2022-08-22 23:28:04,267 INFO [train.py:927] (4/8) Epoch 5, batch 14150, giga_loss[loss=0.239, simple_loss=0.3267, pruned_loss=0.07569, over 12390.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02644, over 48.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3374, pruned_loss=0.09851, over 2474301.69 frames. utt_duration=441.4 frames, utt_pad_proportion=0.08509, over 22493.75 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3179, pruned_loss=0.08226, over 2465184.13 frames. utt_duration=1235 frames, utt_pad_proportion=0.06798, over 7995.04 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3398, pruned_loss=0.1001, over 2474889.51 frames. utt_duration=412.9 frames, utt_pad_proportion=0.08613, over 24059.87 utterances.], batch size: 48, lr: 5.92e-04
2022-08-22 23:29:48,393 INFO [train.py:927] (4/8) Epoch 5, batch 14200, giga_loss[loss=0.245, simple_loss=0.3182, pruned_loss=0.08593, over 12465.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03489, over 43.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3377, pruned_loss=0.09818, over 2475201.60 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08557, over 22484.54 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3184, pruned_loss=0.08273, over 2465769.76 frames. utt_duration=1231 frames, utt_pad_proportion=0.06735, over 8021.70 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3397, pruned_loss=0.09937, over 2475367.37 frames. utt_duration=413.6 frames, utt_pad_proportion=0.08667, over 24021.63 utterances.], batch size: 43, lr: 5.92e-04
2022-08-22 23:31:33,435 INFO [train.py:927] (4/8) Epoch 5, batch 14250, giga_loss[loss=0.2645, simple_loss=0.336, pruned_loss=0.09648, over 12386.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02782, over 85.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3359, pruned_loss=0.09731, over 2475187.63 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08499, over 22032.91 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3191, pruned_loss=0.08311, over 2466023.88 frames. utt_duration=1225 frames, utt_pad_proportion=0.06737, over 8063.94 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3372, pruned_loss=0.09819, over 2475265.15 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08607, over 23468.15 utterances.], batch size: 85, lr: 5.92e-04
2022-08-22 23:33:18,380 INFO [train.py:927] (4/8) Epoch 5, batch 14300, giga_loss[loss=0.3009, simple_loss=0.3462, pruned_loss=0.1278, over 12351.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1976, over 366.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.334, pruned_loss=0.09718, over 2474662.39 frames. utt_duration=451 frames, utt_pad_proportion=0.0854, over 22016.72 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3192, pruned_loss=0.08352, over 2466095.35 frames. utt_duration=1216 frames, utt_pad_proportion=0.07113, over 8123.87 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3352, pruned_loss=0.09772, over 2474809.18 frames. utt_duration=425.5 frames, utt_pad_proportion=0.08514, over 23342.83 utterances.], batch size: 366, lr: 5.92e-04
2022-08-22 23:35:06,833 INFO [train.py:927] (4/8) Epoch 5, batch 14350, giga_loss[loss=0.2071, simple_loss=0.2907, pruned_loss=0.06171, over 12244.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03889, over 28.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3345, pruned_loss=0.09658, over 2475312.96 frames. utt_duration=465.6 frames, utt_pad_proportion=0.08077, over 21333.19 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3192, pruned_loss=0.08376, over 2466040.68 frames. utt_duration=1219 frames, utt_pad_proportion=0.07031, over 8105.10 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3355, pruned_loss=0.09696, over 2475584.83 frames. utt_duration=440.1 frames, utt_pad_proportion=0.0811, over 22575.07 utterances.], batch size: 28, lr: 5.92e-04
2022-08-22 23:36:54,274 INFO [train.py:927] (4/8) Epoch 5, batch 14400, giga_loss[loss=0.2814, simple_loss=0.3457, pruned_loss=0.1085, over 12392.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3333, pruned_loss=0.09523, over 2475440.91 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07976, over 21568.69 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3196, pruned_loss=0.0835, over 2466208.22 frames. utt_duration=1225 frames, utt_pad_proportion=0.0695, over 8062.35 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3341, pruned_loss=0.09597, over 2475675.79 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08039, over 22834.70 utterances.], batch size: 183, lr: 5.92e-04
2022-08-22 23:38:38,516 INFO [train.py:927] (4/8) Epoch 5, batch 14450, giga_loss[loss=0.2462, simple_loss=0.3173, pruned_loss=0.08756, over 12326.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03412, over 85.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3307, pruned_loss=0.09394, over 2474750.73 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07564, over 20734.43 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3197, pruned_loss=0.08377, over 2466209.32 frames. utt_duration=1223 frames, utt_pad_proportion=0.06974, over 8074.16 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3315, pruned_loss=0.09447, over 2475074.10 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07634, over 21899.28 utterances.], batch size: 85, lr: 5.92e-04
2022-08-22 23:40:23,172 INFO [train.py:927] (4/8) Epoch 5, batch 14500, giga_loss[loss=0.2554, simple_loss=0.3245, pruned_loss=0.09317, over 12355.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03251, over 97.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.329, pruned_loss=0.09336, over 2474209.99 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07413, over 20499.46 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3195, pruned_loss=0.08398, over 2466084.20 frames. utt_duration=1218 frames, utt_pad_proportion=0.07215, over 8108.57 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.33, pruned_loss=0.09386, over 2474811.71 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07395, over 21746.33 utterances.], batch size: 97, lr: 5.91e-04
2022-08-22 23:42:08,568 INFO [train.py:927] (4/8) Epoch 5, batch 14550, giga_loss[loss=0.2486, simple_loss=0.3209, pruned_loss=0.08812, over 12472.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04511, over 34.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3286, pruned_loss=0.09371, over 2474438.71 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07324, over 20225.45 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3195, pruned_loss=0.08398, over 2466240.14 frames. utt_duration=1221 frames, utt_pad_proportion=0.07131, over 8092.05 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3296, pruned_loss=0.09424, over 2474891.83 frames. utt_duration=464 frames, utt_pad_proportion=0.07346, over 21401.49 utterances.], batch size: 34, lr: 5.91e-04
2022-08-22 23:43:52,364 INFO [train.py:927] (4/8) Epoch 5, batch 14600, giga_loss[loss=0.2794, simple_loss=0.3455, pruned_loss=0.1066, over 12420.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06645, over 184.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3293, pruned_loss=0.09367, over 2473736.86 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07417, over 20229.92 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.32, pruned_loss=0.08452, over 2466311.16 frames. utt_duration=1206 frames, utt_pad_proportion=0.07513, over 8189.34 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3299, pruned_loss=0.0939, over 2474265.54 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07292, over 21456.06 utterances.], batch size: 184, lr: 5.91e-04
2022-08-22 23:45:35,618 INFO [train.py:927] (4/8) Epoch 5, batch 14650, giga_loss[loss=0.2369, simple_loss=0.3193, pruned_loss=0.07732, over 12291.00 frames. utt_duration=965.7 frames, utt_pad_proportion=0.0362, over 51.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3293, pruned_loss=0.09297, over 2473596.10 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07219, over 20144.07 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.32, pruned_loss=0.08442, over 2466301.94 frames. utt_duration=1211 frames, utt_pad_proportion=0.07414, over 8159.76 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.33, pruned_loss=0.09341, over 2474165.91 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07163, over 21367.56 utterances.], batch size: 51, lr: 5.91e-04
2022-08-22 23:47:21,004 INFO [train.py:927] (4/8) Epoch 5, batch 14700, giga_loss[loss=0.2462, simple_loss=0.3146, pruned_loss=0.08892, over 12393.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02954, over 97.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3305, pruned_loss=0.09458, over 2473303.51 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07143, over 20263.94 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3197, pruned_loss=0.08434, over 2465764.72 frames. utt_duration=1213 frames, utt_pad_proportion=0.07311, over 8138.92 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3315, pruned_loss=0.09522, over 2474420.35 frames. utt_duration=461 frames, utt_pad_proportion=0.0714, over 21537.22 utterances.], batch size: 97, lr: 5.91e-04
2022-08-22 23:49:04,023 INFO [train.py:927] (4/8) Epoch 5, batch 14750, giga_loss[loss=0.2685, simple_loss=0.3219, pruned_loss=0.1076, over 12256.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02836, over 42.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3298, pruned_loss=0.09467, over 2473059.99 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06617, over 19316.90 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3195, pruned_loss=0.08447, over 2465728.64 frames. utt_duration=1213 frames, utt_pad_proportion=0.07224, over 8138.94 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3311, pruned_loss=0.09535, over 2474190.67 frames. utt_duration=480.8 frames, utt_pad_proportion=0.0667, over 20647.24 utterances.], batch size: 42, lr: 5.91e-04
2022-08-22 23:50:46,688 INFO [train.py:927] (4/8) Epoch 5, batch 14800, giga_loss[loss=0.2694, simple_loss=0.3377, pruned_loss=0.1006, over 12423.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.0615, over 183.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3309, pruned_loss=0.09604, over 2473160.50 frames. utt_duration=489 frames, utt_pad_proportion=0.06911, over 20289.99 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3195, pruned_loss=0.0845, over 2465916.31 frames. utt_duration=1215 frames, utt_pad_proportion=0.07137, over 8129.04 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3322, pruned_loss=0.09684, over 2474110.57 frames. utt_duration=458.1 frames, utt_pad_proportion=0.06956, over 21670.82 utterances.], batch size: 183, lr: 5.91e-04
2022-08-22 23:52:30,474 INFO [train.py:927] (4/8) Epoch 5, batch 14850, giga_loss[loss=0.2625, simple_loss=0.3341, pruned_loss=0.09547, over 12354.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03269, over 97.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3291, pruned_loss=0.09339, over 2473669.70 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06842, over 19752.46 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3186, pruned_loss=0.08396, over 2465890.97 frames. utt_duration=1223 frames, utt_pad_proportion=0.06992, over 8071.99 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3312, pruned_loss=0.09479, over 2474634.79 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06934, over 21238.81 utterances.], batch size: 97, lr: 5.91e-04
2022-08-22 23:54:18,441 INFO [train.py:927] (4/8) Epoch 5, batch 14900, giga_loss[loss=0.2505, simple_loss=0.3179, pruned_loss=0.0915, over 12424.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03683, over 40.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3271, pruned_loss=0.09168, over 2473531.39 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06371, over 19172.37 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3187, pruned_loss=0.0841, over 2465775.33 frames. utt_duration=1225 frames, utt_pad_proportion=0.06938, over 8060.29 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3288, pruned_loss=0.09273, over 2474455.50 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06491, over 20450.52 utterances.], batch size: 40, lr: 5.90e-04
2022-08-22 23:56:01,970 INFO [train.py:927] (4/8) Epoch 5, batch 14950, giga_loss[loss=0.2744, simple_loss=0.3458, pruned_loss=0.1015, over 12390.00 frames. utt_duration=584.4 frames, utt_pad_proportion=0.02926, over 85.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.327, pruned_loss=0.09235, over 2474303.94 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06983, over 20191.52 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3186, pruned_loss=0.08404, over 2465917.61 frames. utt_duration=1228 frames, utt_pad_proportion=0.06835, over 8041.24 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3285, pruned_loss=0.09337, over 2475041.84 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07073, over 21415.21 utterances.], batch size: 85, lr: 5.90e-04
2022-08-22 23:57:49,917 INFO [train.py:927] (4/8) Epoch 5, batch 15000, giga_loss[loss=0.2481, simple_loss=0.3381, pruned_loss=0.07902, over 12421.00 frames. utt_duration=547.4 frames, utt_pad_proportion=0.02425, over 91.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3307, pruned_loss=0.09333, over 2474360.82 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06862, over 20097.71 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3189, pruned_loss=0.08444, over 2466088.23 frames. utt_duration=1218 frames, utt_pad_proportion=0.07185, over 8105.76 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3318, pruned_loss=0.09394, over 2474924.51 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06827, over 21231.61 utterances.], batch size: 91, lr: 5.90e-04
2022-08-22 23:57:49,918 INFO [train.py:958] (4/8) Computing validation loss
2022-08-22 23:58:03,586 INFO [train.py:967] (4/8) Epoch 5, validation: loss=0.1895, simple_loss=0.2994, pruned_loss=0.0398, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 23:59:45,303 INFO [train.py:927] (4/8) Epoch 5, batch 15050, giga_loss[loss=0.2772, simple_loss=0.3501, pruned_loss=0.1022, over 12356.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04334, over 133.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3331, pruned_loss=0.0941, over 2474337.20 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06866, over 19939.51 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3192, pruned_loss=0.08456, over 2465946.60 frames. utt_duration=1220 frames, utt_pad_proportion=0.07127, over 8095.72 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3338, pruned_loss=0.09455, over 2474974.62 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06857, over 20944.57 utterances.], batch size: 133, lr: 5.90e-04
2022-08-23 00:01:27,787 INFO [train.py:927] (4/8) Epoch 5, batch 15100, libri_loss[loss=0.2502, simple_loss=0.2884, pruned_loss=0.106, over 12265.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.02939, over 27.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3342, pruned_loss=0.09581, over 2473728.51 frames. utt_duration=494.2 frames, utt_pad_proportion=0.0695, over 20082.79 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.319, pruned_loss=0.08484, over 2465795.59 frames. utt_duration=1225 frames, utt_pad_proportion=0.07066, over 8061.44 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3352, pruned_loss=0.09605, over 2474470.39 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06958, over 21063.47 utterances.], batch size: 27, lr: 5.90e-04
2022-08-23 00:03:16,248 INFO [train.py:927] (4/8) Epoch 5, batch 15150, giga_loss[loss=0.3196, simple_loss=0.3587, pruned_loss=0.1402, over 12338.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2003, over 367.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3342, pruned_loss=0.09698, over 2474415.27 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07333, over 20828.00 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3192, pruned_loss=0.08509, over 2465785.58 frames. utt_duration=1226 frames, utt_pad_proportion=0.06879, over 8054.89 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3354, pruned_loss=0.09738, over 2475313.74 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07373, over 22055.07 utterances.], batch size: 367, lr: 5.90e-04
2022-08-23 00:04:57,799 INFO [train.py:927] (4/8) Epoch 5, batch 15200, giga_loss[loss=0.2388, simple_loss=0.3085, pruned_loss=0.08456, over 12164.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.03534, over 28.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3331, pruned_loss=0.09738, over 2474733.88 frames. utt_duration=477.3 frames, utt_pad_proportion=0.0749, over 20802.18 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3192, pruned_loss=0.08519, over 2465967.73 frames. utt_duration=1225 frames, utt_pad_proportion=0.06826, over 8062.53 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3343, pruned_loss=0.09785, over 2475475.83 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07535, over 22042.13 utterances.], batch size: 28, lr: 5.90e-04
2022-08-23 00:06:40,773 INFO [train.py:927] (4/8) Epoch 5, batch 15250, giga_loss[loss=0.2252, simple_loss=0.3045, pruned_loss=0.07292, over 12380.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02777, over 70.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.333, pruned_loss=0.09713, over 2475214.90 frames. utt_duration=479 frames, utt_pad_proportion=0.07514, over 20732.51 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.32, pruned_loss=0.08542, over 2466293.79 frames. utt_duration=1215 frames, utt_pad_proportion=0.07149, over 8127.31 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3333, pruned_loss=0.09744, over 2475623.73 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07449, over 21824.81 utterances.], batch size: 70, lr: 5.90e-04
2022-08-23 00:08:24,456 INFO [train.py:927] (4/8) Epoch 5, batch 15300, giga_loss[loss=0.2406, simple_loss=0.3146, pruned_loss=0.0833, over 12349.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02966, over 91.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3312, pruned_loss=0.09675, over 2474886.96 frames. utt_duration=488.7 frames, utt_pad_proportion=0.0728, over 20317.92 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.32, pruned_loss=0.08562, over 2466268.03 frames. utt_duration=1216 frames, utt_pad_proportion=0.06991, over 8121.85 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3319, pruned_loss=0.09718, over 2475529.00 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07297, over 21602.65 utterances.], batch size: 91, lr: 5.89e-04
2022-08-23 00:10:09,958 INFO [train.py:927] (4/8) Epoch 5, batch 15350, giga_loss[loss=0.2709, simple_loss=0.3419, pruned_loss=0.09995, over 12374.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03146, over 62.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.332, pruned_loss=0.09648, over 2474705.05 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0736, over 20801.20 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3197, pruned_loss=0.08548, over 2466279.72 frames. utt_duration=1218 frames, utt_pad_proportion=0.06939, over 8106.66 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3328, pruned_loss=0.09702, over 2475270.11 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07385, over 21920.99 utterances.], batch size: 62, lr: 5.89e-04
2022-08-23 00:11:54,294 INFO [train.py:927] (4/8) Epoch 5, batch 15400, giga_loss[loss=0.2751, simple_loss=0.3414, pruned_loss=0.1043, over 12404.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02579, over 70.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3324, pruned_loss=0.0976, over 2474852.61 frames. utt_duration=474.1 frames, utt_pad_proportion=0.072, over 20945.25 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3194, pruned_loss=0.08545, over 2466137.37 frames. utt_duration=1220 frames, utt_pad_proportion=0.06877, over 8093.72 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3338, pruned_loss=0.09839, over 2475662.79 frames. utt_duration=447.3 frames, utt_pad_proportion=0.0725, over 22211.11 utterances.], batch size: 70, lr: 5.89e-04
2022-08-23 00:13:37,925 INFO [train.py:927] (4/8) Epoch 5, batch 15450, giga_loss[loss=0.2714, simple_loss=0.3454, pruned_loss=0.09875, over 12395.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.334, pruned_loss=0.09623, over 2474643.22 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07594, over 21011.63 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3195, pruned_loss=0.08555, over 2466114.69 frames. utt_duration=1222 frames, utt_pad_proportion=0.06824, over 8080.82 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3351, pruned_loss=0.09687, over 2475363.70 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07631, over 22120.29 utterances.], batch size: 133, lr: 5.89e-04
2022-08-23 00:15:19,767 INFO [train.py:927] (4/8) Epoch 5, batch 15500, giga_loss[loss=0.2878, simple_loss=0.3516, pruned_loss=0.112, over 12361.00 frames. utt_duration=1768 frames, utt_pad_proportion=0.0277, over 28.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3365, pruned_loss=0.09725, over 2474358.12 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07434, over 20479.20 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3202, pruned_loss=0.08592, over 2466119.27 frames. utt_duration=1223 frames, utt_pad_proportion=0.06671, over 8073.09 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3373, pruned_loss=0.09776, over 2475201.84 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07534, over 21769.08 utterances.], batch size: 28, lr: 5.89e-04
2022-08-23 00:17:02,018 INFO [train.py:927] (4/8) Epoch 5, batch 15550, giga_loss[loss=0.2825, simple_loss=0.3493, pruned_loss=0.1079, over 12403.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03664, over 105.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3372, pruned_loss=0.09843, over 2474086.10 frames. utt_duration=497.5 frames, utt_pad_proportion=0.06954, over 19952.55 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.32, pruned_loss=0.08596, over 2466175.87 frames. utt_duration=1228 frames, utt_pad_proportion=0.06531, over 8043.25 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3384, pruned_loss=0.09913, over 2474911.90 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07116, over 21342.79 utterances.], batch size: 105, lr: 5.89e-04
2022-08-23 00:18:43,446 INFO [train.py:927] (4/8) Epoch 5, batch 15600, giga_loss[loss=0.2481, simple_loss=0.3445, pruned_loss=0.07582, over 12133.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04008, over 33.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3372, pruned_loss=0.09827, over 2473652.14 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06872, over 20092.44 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3198, pruned_loss=0.08602, over 2466321.65 frames. utt_duration=1233 frames, utt_pad_proportion=0.06384, over 8011.22 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3387, pruned_loss=0.09912, over 2474377.85 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07063, over 21552.47 utterances.], batch size: 33, lr: 5.89e-04
2022-08-23 00:20:25,296 INFO [train.py:927] (4/8) Epoch 5, batch 15650, giga_loss[loss=0.2242, simple_loss=0.3137, pruned_loss=0.06732, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03348, over 42.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3363, pruned_loss=0.09662, over 2474052.23 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06918, over 20102.35 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3188, pruned_loss=0.08563, over 2466581.95 frames. utt_duration=1241 frames, utt_pad_proportion=0.0624, over 7959.54 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3391, pruned_loss=0.09803, over 2474652.56 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07119, over 21712.81 utterances.], batch size: 42, lr: 5.89e-04
2022-08-23 00:22:07,936 INFO [train.py:927] (4/8) Epoch 5, batch 15700, giga_loss[loss=0.2547, simple_loss=0.3436, pruned_loss=0.08294, over 12464.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03051, over 75.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3373, pruned_loss=0.09677, over 2474300.50 frames. utt_duration=502 frames, utt_pad_proportion=0.0669, over 19775.71 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3191, pruned_loss=0.08569, over 2466283.32 frames. utt_duration=1243 frames, utt_pad_proportion=0.06131, over 7945.72 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3397, pruned_loss=0.09808, over 2475215.51 frames. utt_duration=465.5 frames, utt_pad_proportion=0.0691, over 21335.29 utterances.], batch size: 75, lr: 5.88e-04
2022-08-23 00:23:52,135 INFO [train.py:927] (4/8) Epoch 5, batch 15750, giga_loss[loss=0.2514, simple_loss=0.317, pruned_loss=0.09287, over 12385.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03948, over 113.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3357, pruned_loss=0.09655, over 2474439.62 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06698, over 19867.96 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3195, pruned_loss=0.086, over 2466676.88 frames. utt_duration=1235 frames, utt_pad_proportion=0.06405, over 7998.95 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3377, pruned_loss=0.09765, over 2475069.88 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06777, over 21436.02 utterances.], batch size: 113, lr: 5.88e-04
2022-08-23 00:25:33,972 INFO [train.py:927] (4/8) Epoch 5, batch 15800, giga_loss[loss=0.2883, simple_loss=0.3478, pruned_loss=0.1144, over 12371.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.0337, over 122.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3326, pruned_loss=0.09503, over 2474924.75 frames. utt_duration=528 frames, utt_pad_proportion=0.06315, over 18801.07 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3194, pruned_loss=0.08608, over 2466803.43 frames. utt_duration=1231 frames, utt_pad_proportion=0.06571, over 8028.12 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3351, pruned_loss=0.09632, over 2475686.20 frames. utt_duration=483 frames, utt_pad_proportion=0.06357, over 20564.91 utterances.], batch size: 122, lr: 5.88e-04
2022-08-23 00:27:13,107 INFO [train.py:927] (4/8) Epoch 5, batch 15850, giga_loss[loss=0.2209, simple_loss=0.3055, pruned_loss=0.06812, over 12335.00 frames. utt_duration=749 frames, utt_pad_proportion=0.03099, over 66.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3316, pruned_loss=0.09519, over 2474891.30 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06217, over 18894.68 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.319, pruned_loss=0.08608, over 2467021.45 frames. utt_duration=1234 frames, utt_pad_proportion=0.06486, over 8007.83 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3341, pruned_loss=0.09636, over 2475441.81 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06283, over 20493.88 utterances.], batch size: 66, lr: 5.88e-04
2022-08-23 00:28:53,617 INFO [train.py:927] (4/8) Epoch 5, batch 15900, giga_loss[loss=0.2642, simple_loss=0.3391, pruned_loss=0.09459, over 12360.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02878, over 91.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3287, pruned_loss=0.09245, over 2474864.17 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06427, over 19152.26 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3186, pruned_loss=0.08571, over 2467248.41 frames. utt_duration=1238 frames, utt_pad_proportion=0.06387, over 7984.44 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3315, pruned_loss=0.09395, over 2475348.41 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06491, over 20786.96 utterances.], batch size: 91, lr: 5.88e-04
2022-08-23 00:30:34,747 INFO [train.py:927] (4/8) Epoch 5, batch 15950, giga_loss[loss=0.2672, simple_loss=0.3394, pruned_loss=0.09744, over 12420.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05495, over 162.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3256, pruned_loss=0.09013, over 2474377.39 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06765, over 19571.54 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3176, pruned_loss=0.08533, over 2467389.45 frames. utt_duration=1246 frames, utt_pad_proportion=0.06214, over 7931.05 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.329, pruned_loss=0.09189, over 2474896.05 frames. utt_duration=464.7 frames, utt_pad_proportion=0.06857, over 21371.98 utterances.], batch size: 162, lr: 5.88e-04
2022-08-23 00:32:23,543 INFO [train.py:927] (4/8) Epoch 5, batch 16000, giga_loss[loss=0.2535, simple_loss=0.33, pruned_loss=0.08848, over 12395.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3236, pruned_loss=0.09006, over 2474607.65 frames. utt_duration=486 frames, utt_pad_proportion=0.07255, over 20428.64 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3177, pruned_loss=0.08537, over 2467443.04 frames. utt_duration=1248 frames, utt_pad_proportion=0.06119, over 7920.48 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3264, pruned_loss=0.0915, over 2475104.07 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07321, over 22064.21 utterances.], batch size: 113, lr: 5.88e-04
2022-08-23 00:34:09,423 INFO [train.py:927] (4/8) Epoch 5, batch 16050, giga_loss[loss=0.2559, simple_loss=0.3318, pruned_loss=0.09005, over 12462.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03049, over 75.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3255, pruned_loss=0.09098, over 2474090.77 frames. utt_duration=457.2 frames, utt_pad_proportion=0.0815, over 21715.50 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3178, pruned_loss=0.0853, over 2467500.82 frames. utt_duration=1249 frames, utt_pad_proportion=0.06099, over 7910.87 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3276, pruned_loss=0.09219, over 2474458.83 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08155, over 23057.23 utterances.], batch size: 75, lr: 5.88e-04
2022-08-23 00:35:49,741 INFO [train.py:927] (4/8) Epoch 5, batch 16100, giga_loss[loss=0.2204, simple_loss=0.3054, pruned_loss=0.06772, over 12383.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02719, over 91.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3281, pruned_loss=0.09261, over 2474746.15 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07886, over 21398.61 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3193, pruned_loss=0.08626, over 2467847.71 frames. utt_duration=1228 frames, utt_pad_proportion=0.06813, over 8050.51 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3287, pruned_loss=0.09291, over 2474928.36 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07699, over 22795.10 utterances.], batch size: 91, lr: 5.87e-04
2022-08-23 00:37:36,003 INFO [train.py:927] (4/8) Epoch 5, batch 16150, giga_loss[loss=0.2795, simple_loss=0.3396, pruned_loss=0.1097, over 12413.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.03989, over 43.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3287, pruned_loss=0.09312, over 2474778.72 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07741, over 21280.22 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3194, pruned_loss=0.08626, over 2467975.47 frames. utt_duration=1228 frames, utt_pad_proportion=0.06784, over 8049.26 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3291, pruned_loss=0.09338, over 2474835.33 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07611, over 22435.39 utterances.], batch size: 43, lr: 5.87e-04
2022-08-23 00:39:20,372 INFO [train.py:927] (4/8) Epoch 5, batch 16200, giga_loss[loss=0.2554, simple_loss=0.3321, pruned_loss=0.08937, over 12422.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03346, over 75.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3296, pruned_loss=0.0936, over 2474694.42 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07342, over 20779.20 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3187, pruned_loss=0.08587, over 2467788.24 frames. utt_duration=1235 frames, utt_pad_proportion=0.06652, over 8000.35 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3308, pruned_loss=0.09434, over 2475058.24 frames. utt_duration=449.6 frames, utt_pad_proportion=0.0731, over 22094.02 utterances.], batch size: 75, lr: 5.87e-04
2022-08-23 00:41:07,323 INFO [train.py:927] (4/8) Epoch 5, batch 16250, giga_loss[loss=0.2888, simple_loss=0.3685, pruned_loss=0.1046, over 12451.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03753, over 123.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3308, pruned_loss=0.09493, over 2474604.24 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07494, over 20278.09 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3188, pruned_loss=0.08606, over 2468207.93 frames. utt_duration=1228 frames, utt_pad_proportion=0.06924, over 8050.90 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3319, pruned_loss=0.09554, over 2474679.29 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07384, over 21546.80 utterances.], batch size: 123, lr: 5.87e-04
2022-08-23 00:42:54,245 INFO [train.py:927] (4/8) Epoch 5, batch 16300, giga_loss[loss=0.2447, simple_loss=0.3163, pruned_loss=0.08658, over 12369.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.03098, over 85.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3321, pruned_loss=0.09501, over 2475493.87 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07549, over 20840.88 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.319, pruned_loss=0.08622, over 2468544.20 frames. utt_duration=1220 frames, utt_pad_proportion=0.0719, over 8101.09 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3333, pruned_loss=0.09568, over 2475474.95 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07393, over 22214.59 utterances.], batch size: 85, lr: 5.87e-04
2022-08-23 00:44:41,211 INFO [train.py:927] (4/8) Epoch 5, batch 16350, giga_loss[loss=0.267, simple_loss=0.3398, pruned_loss=0.09705, over 12362.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02901, over 66.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3329, pruned_loss=0.09609, over 2475465.85 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07378, over 21439.62 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3192, pruned_loss=0.08635, over 2468406.13 frames. utt_duration=1223 frames, utt_pad_proportion=0.0714, over 8085.14 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3337, pruned_loss=0.09656, over 2475640.43 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07282, over 22650.32 utterances.], batch size: 66, lr: 5.87e-04
2022-08-23 00:46:27,332 INFO [train.py:927] (4/8) Epoch 5, batch 16400, giga_loss[loss=0.2508, simple_loss=0.3168, pruned_loss=0.09243, over 12172.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03381, over 36.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3323, pruned_loss=0.09663, over 2475015.04 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07421, over 21915.04 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3194, pruned_loss=0.08667, over 2468154.71 frames. utt_duration=1223 frames, utt_pad_proportion=0.07055, over 8080.24 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3332, pruned_loss=0.09705, over 2475597.34 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07377, over 23335.56 utterances.], batch size: 36, lr: 5.87e-04
2022-08-23 00:48:09,957 INFO [train.py:927] (4/8) Epoch 5, batch 16450, giga_loss[loss=0.2876, simple_loss=0.348, pruned_loss=0.1136, over 12409.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05318, over 162.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3307, pruned_loss=0.09615, over 2473631.62 frames. utt_duration=454.5 frames, utt_pad_proportion=0.08056, over 21839.43 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3192, pruned_loss=0.08661, over 2467926.01 frames. utt_duration=1229 frames, utt_pad_proportion=0.06897, over 8040.40 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.332, pruned_loss=0.09679, over 2474495.05 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08033, over 23378.71 utterances.], batch size: 162, lr: 5.87e-04
2022-08-23 00:49:53,346 INFO [train.py:927] (4/8) Epoch 5, batch 16500, giga_loss[loss=0.2983, simple_loss=0.3543, pruned_loss=0.1211, over 12400.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02564, over 91.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3321, pruned_loss=0.09712, over 2473455.81 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07678, over 21533.31 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3195, pruned_loss=0.08678, over 2467930.46 frames. utt_duration=1231 frames, utt_pad_proportion=0.06845, over 8028.04 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3329, pruned_loss=0.09757, over 2474184.53 frames. utt_duration=434 frames, utt_pad_proportion=0.077, over 22878.98 utterances.], batch size: 91, lr: 5.87e-04
2022-08-23 00:51:37,243 INFO [train.py:927] (4/8) Epoch 5, batch 16550, giga_loss[loss=0.2621, simple_loss=0.3364, pruned_loss=0.09388, over 12418.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04253, over 146.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3324, pruned_loss=0.09748, over 2473127.73 frames. utt_duration=460 frames, utt_pad_proportion=0.07925, over 21572.71 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3192, pruned_loss=0.08653, over 2467252.29 frames. utt_duration=1238 frames, utt_pad_proportion=0.06617, over 7982.68 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3339, pruned_loss=0.09849, over 2474551.66 frames. utt_duration=427.4 frames, utt_pad_proportion=0.08, over 23240.02 utterances.], batch size: 146, lr: 5.86e-04
2022-08-23 00:53:20,400 INFO [train.py:927] (4/8) Epoch 5, batch 16600, giga_loss[loss=0.2975, simple_loss=0.3441, pruned_loss=0.1255, over 12351.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2079, over 371.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3313, pruned_loss=0.09702, over 2473150.95 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07755, over 20811.01 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3187, pruned_loss=0.08623, over 2467439.35 frames. utt_duration=1242 frames, utt_pad_proportion=0.06424, over 7955.79 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3334, pruned_loss=0.09852, over 2474351.53 frames. utt_duration=438.2 frames, utt_pad_proportion=0.079, over 22661.96 utterances.], batch size: 371, lr: 5.86e-04
2022-08-23 00:55:03,988 INFO [train.py:927] (4/8) Epoch 5, batch 16650, giga_loss[loss=0.2688, simple_loss=0.3415, pruned_loss=0.0981, over 12400.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03998, over 133.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3319, pruned_loss=0.09743, over 2474050.19 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07695, over 21008.75 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3187, pruned_loss=0.08638, over 2467839.47 frames. utt_duration=1233 frames, utt_pad_proportion=0.06804, over 8012.58 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3338, pruned_loss=0.0987, over 2474743.03 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07702, over 22680.48 utterances.], batch size: 133, lr: 5.86e-04
2022-08-23 00:56:46,666 INFO [train.py:927] (4/8) Epoch 5, batch 16700, giga_loss[loss=0.2477, simple_loss=0.3302, pruned_loss=0.0826, over 12370.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02857, over 70.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3323, pruned_loss=0.09685, over 2474098.83 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07144, over 20164.67 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3191, pruned_loss=0.0865, over 2467961.76 frames. utt_duration=1225 frames, utt_pad_proportion=0.06883, over 8071.00 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3339, pruned_loss=0.09805, over 2474713.24 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07167, over 21787.51 utterances.], batch size: 70, lr: 5.86e-04
2022-08-23 00:58:31,300 INFO [train.py:927] (4/8) Epoch 5, batch 16750, giga_loss[loss=0.2291, simple_loss=0.3107, pruned_loss=0.07375, over 12343.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03347, over 51.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3325, pruned_loss=0.09701, over 2474057.62 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06968, over 19886.60 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3191, pruned_loss=0.08647, over 2467597.11 frames. utt_duration=1230 frames, utt_pad_proportion=0.0673, over 8035.29 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3341, pruned_loss=0.09826, over 2475014.81 frames. utt_duration=461.4 frames, utt_pad_proportion=0.0705, over 21526.30 utterances.], batch size: 51, lr: 5.86e-04
2022-08-23 01:00:16,110 INFO [train.py:927] (4/8) Epoch 5, batch 16800, libri_loss[loss=0.202, simple_loss=0.2745, pruned_loss=0.06473, over 12219.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009395, over 29.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.334, pruned_loss=0.09755, over 2474564.44 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07175, over 20663.12 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.319, pruned_loss=0.08634, over 2467483.85 frames. utt_duration=1234 frames, utt_pad_proportion=0.06592, over 8005.51 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3357, pruned_loss=0.09897, over 2475643.65 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07277, over 22347.25 utterances.], batch size: 29, lr: 5.86e-04
2022-08-23 01:02:00,207 INFO [train.py:927] (4/8) Epoch 5, batch 16850, giga_loss[loss=0.2277, simple_loss=0.3151, pruned_loss=0.07014, over 12446.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3331, pruned_loss=0.0968, over 2474860.16 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07304, over 20605.73 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3189, pruned_loss=0.08631, over 2467729.44 frames. utt_duration=1237 frames, utt_pad_proportion=0.0645, over 7989.31 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.335, pruned_loss=0.09829, over 2475714.88 frames. utt_duration=445 frames, utt_pad_proportion=0.07434, over 22326.58 utterances.], batch size: 75, lr: 5.86e-04
2022-08-23 01:03:42,812 INFO [train.py:927] (4/8) Epoch 5, batch 16900, giga_loss[loss=0.3135, simple_loss=0.3659, pruned_loss=0.1306, over 12378.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.0699, over 211.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.333, pruned_loss=0.09715, over 2474986.48 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07089, over 20656.51 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3187, pruned_loss=0.08636, over 2467890.27 frames. utt_duration=1241 frames, utt_pad_proportion=0.06318, over 7963.19 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3351, pruned_loss=0.09856, over 2475701.60 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07255, over 22397.45 utterances.], batch size: 211, lr: 5.86e-04
2022-08-23 01:05:30,700 INFO [train.py:927] (4/8) Epoch 5, batch 16950, giga_loss[loss=0.2975, simple_loss=0.3575, pruned_loss=0.1187, over 12422.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06142, over 183.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3336, pruned_loss=0.098, over 2475045.38 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07465, over 21326.81 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3186, pruned_loss=0.08632, over 2467804.82 frames. utt_duration=1242 frames, utt_pad_proportion=0.06293, over 7957.37 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3353, pruned_loss=0.09918, over 2475702.09 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07578, over 22744.07 utterances.], batch size: 183, lr: 5.85e-04
2022-08-23 01:07:14,107 INFO [train.py:927] (4/8) Epoch 5, batch 17000, giga_loss[loss=0.2962, simple_loss=0.3587, pruned_loss=0.1168, over 12393.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06445, over 183.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3353, pruned_loss=0.09993, over 2475098.94 frames. utt_duration=453.3 frames, utt_pad_proportion=0.0776, over 21910.57 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3189, pruned_loss=0.08643, over 2467879.78 frames. utt_duration=1242 frames, utt_pad_proportion=0.06229, over 7956.69 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.337, pruned_loss=0.1012, over 2475805.20 frames. utt_duration=423.3 frames, utt_pad_proportion=0.07858, over 23477.74 utterances.], batch size: 183, lr: 5.85e-04
2022-08-23 01:08:56,185 INFO [train.py:927] (4/8) Epoch 5, batch 17050, libri_loss[loss=0.2681, simple_loss=0.3362, pruned_loss=0.09996, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01217, over 40.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.336, pruned_loss=0.1005, over 2475035.70 frames. utt_duration=441 frames, utt_pad_proportion=0.08091, over 22527.28 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3192, pruned_loss=0.08655, over 2468263.85 frames. utt_duration=1244 frames, utt_pad_proportion=0.0612, over 7942.99 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3375, pruned_loss=0.1016, over 2475423.59 frames. utt_duration=412.2 frames, utt_pad_proportion=0.08191, over 24105.37 utterances.], batch size: 40, lr: 5.85e-04
2022-08-23 01:10:37,285 INFO [train.py:927] (4/8) Epoch 5, batch 17100, giga_loss[loss=0.295, simple_loss=0.3636, pruned_loss=0.1132, over 12435.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03575, over 123.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3357, pruned_loss=0.09986, over 2475275.92 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08035, over 22650.55 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3188, pruned_loss=0.08644, over 2467957.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.06018, over 7921.60 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3376, pruned_loss=0.1012, over 2476039.73 frames. utt_duration=409.5 frames, utt_pad_proportion=0.08162, over 24271.57 utterances.], batch size: 123, lr: 5.85e-04
2022-08-23 01:12:23,331 INFO [train.py:927] (4/8) Epoch 5, batch 17150, libri_loss[loss=0.1976, simple_loss=0.2774, pruned_loss=0.05897, over 12463.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005421, over 32.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.334, pruned_loss=0.09831, over 2475340.72 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07745, over 21614.09 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.319, pruned_loss=0.08652, over 2468069.22 frames. utt_duration=1248 frames, utt_pad_proportion=0.05892, over 7918.08 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3359, pruned_loss=0.09976, over 2476077.54 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07927, over 23377.95 utterances.], batch size: 32, lr: 5.85e-04
2022-08-23 01:14:04,377 INFO [train.py:927] (4/8) Epoch 5, batch 17200, giga_loss[loss=0.272, simple_loss=0.3343, pruned_loss=0.1049, over 12375.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07049, over 211.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3326, pruned_loss=0.09744, over 2475203.82 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07434, over 21065.80 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3188, pruned_loss=0.08647, over 2468093.80 frames. utt_duration=1243 frames, utt_pad_proportion=0.05922, over 7954.62 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3348, pruned_loss=0.09906, over 2476057.54 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07621, over 22929.13 utterances.], batch size: 211, lr: 5.85e-04
2022-08-23 01:15:48,022 INFO [train.py:927] (4/8) Epoch 5, batch 17250, giga_loss[loss=0.2425, simple_loss=0.3035, pruned_loss=0.09072, over 12357.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04508, over 26.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3295, pruned_loss=0.09598, over 2475141.61 frames. utt_duration=463 frames, utt_pad_proportion=0.08148, over 21449.89 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.319, pruned_loss=0.08645, over 2468066.81 frames. utt_duration=1233 frames, utt_pad_proportion=0.06265, over 8013.27 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3314, pruned_loss=0.09755, over 2476025.90 frames. utt_duration=427.8 frames, utt_pad_proportion=0.08146, over 23233.74 utterances.], batch size: 26, lr: 5.85e-04
2022-08-23 01:17:33,144 INFO [train.py:927] (4/8) Epoch 5, batch 17300, giga_loss[loss=0.2524, simple_loss=0.3331, pruned_loss=0.08587, over 12385.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03077, over 62.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3276, pruned_loss=0.09521, over 2475054.31 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07935, over 21050.14 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3193, pruned_loss=0.08662, over 2467966.27 frames. utt_duration=1234 frames, utt_pad_proportion=0.06218, over 8011.14 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3289, pruned_loss=0.09636, over 2475912.44 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07969, over 22580.02 utterances.], batch size: 62, lr: 5.85e-04
2022-08-23 01:19:17,618 INFO [train.py:927] (4/8) Epoch 5, batch 17350, giga_loss[loss=0.2109, simple_loss=0.3006, pruned_loss=0.06061, over 12390.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02639, over 91.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3274, pruned_loss=0.09251, over 2475731.87 frames. utt_duration=462 frames, utt_pad_proportion=0.07887, over 21505.86 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3199, pruned_loss=0.0869, over 2468025.42 frames. utt_duration=1225 frames, utt_pad_proportion=0.06631, over 8069.68 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.328, pruned_loss=0.09325, over 2476451.67 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07788, over 22846.96 utterances.], batch size: 91, lr: 5.84e-04
2022-08-23 01:21:02,219 INFO [train.py:927] (4/8) Epoch 5, batch 17400, giga_loss[loss=0.2212, simple_loss=0.309, pruned_loss=0.0667, over 12427.00 frames. utt_duration=372.4 frames, utt_pad_proportion=0.0451, over 134.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3242, pruned_loss=0.08882, over 2475899.99 frames. utt_duration=445.5 frames, utt_pad_proportion=0.0786, over 22304.38 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3197, pruned_loss=0.08681, over 2468119.24 frames. utt_duration=1232 frames, utt_pad_proportion=0.06458, over 8022.77 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3251, pruned_loss=0.08962, over 2476645.31 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07845, over 23903.11 utterances.], batch size: 134, lr: 5.84e-04
2022-08-23 01:22:46,084 INFO [train.py:927] (4/8) Epoch 5, batch 17450, giga_loss[loss=0.2203, simple_loss=0.3071, pruned_loss=0.0668, over 12429.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06114, over 183.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3212, pruned_loss=0.08476, over 2476461.45 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07889, over 23203.33 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3196, pruned_loss=0.08675, over 2468231.64 frames. utt_duration=1233 frames, utt_pad_proportion=0.06435, over 8014.65 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.322, pruned_loss=0.08543, over 2476974.07 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07886, over 24537.01 utterances.], batch size: 183, lr: 5.84e-04
2022-08-23 01:24:31,698 INFO [train.py:927] (4/8) Epoch 5, batch 17500, giga_loss[loss=0.2337, simple_loss=0.3148, pruned_loss=0.07626, over 12409.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3199, pruned_loss=0.08245, over 2475395.10 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07549, over 23206.83 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.319, pruned_loss=0.08649, over 2467839.04 frames. utt_duration=1238 frames, utt_pad_proportion=0.06346, over 7980.61 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3211, pruned_loss=0.08316, over 2476297.76 frames. utt_duration=404.6 frames, utt_pad_proportion=0.07594, over 24568.70 utterances.], batch size: 146, lr: 5.84e-04
2022-08-23 01:26:12,945 INFO [train.py:927] (4/8) Epoch 5, batch 17550, giga_loss[loss=0.2093, simple_loss=0.2948, pruned_loss=0.06195, over 12380.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02752, over 66.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3176, pruned_loss=0.08031, over 2475746.16 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07359, over 23254.99 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3192, pruned_loss=0.08655, over 2468196.48 frames. utt_duration=1234 frames, utt_pad_proportion=0.06319, over 8008.11 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3184, pruned_loss=0.08066, over 2476355.93 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07419, over 24737.78 utterances.], batch size: 66, lr: 5.84e-04
2022-08-23 01:27:58,386 INFO [train.py:927] (4/8) Epoch 5, batch 17600, giga_loss[loss=0.2657, simple_loss=0.3219, pruned_loss=0.1048, over 12382.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09719, over 256.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3157, pruned_loss=0.07895, over 2475732.30 frames. utt_duration=413.2 frames, utt_pad_proportion=0.07618, over 24053.67 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.319, pruned_loss=0.08649, over 2468254.70 frames. utt_duration=1237 frames, utt_pad_proportion=0.06231, over 7992.99 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3164, pruned_loss=0.07915, over 2476313.30 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07683, over 25531.31 utterances.], batch size: 256, lr: 5.84e-04
2022-08-23 01:29:40,728 INFO [train.py:927] (4/8) Epoch 5, batch 17650, giga_loss[loss=0.2032, simple_loss=0.2934, pruned_loss=0.05649, over 12421.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06202, over 183.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.313, pruned_loss=0.07625, over 2475959.04 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07186, over 23544.29 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3188, pruned_loss=0.08634, over 2468351.50 frames. utt_duration=1240 frames, utt_pad_proportion=0.06102, over 7969.45 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3136, pruned_loss=0.07632, over 2476535.68 frames. utt_duration=395 frames, utt_pad_proportion=0.0731, over 25169.75 utterances.], batch size: 183, lr: 5.84e-04
2022-08-23 01:31:24,840 INFO [train.py:927] (4/8) Epoch 5, batch 17700, giga_loss[loss=0.2201, simple_loss=0.3013, pruned_loss=0.06946, over 12458.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.036, over 43.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3096, pruned_loss=0.07402, over 2475568.58 frames. utt_duration=422.5 frames, utt_pad_proportion=0.07215, over 23519.14 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3186, pruned_loss=0.08629, over 2467841.01 frames. utt_duration=1245 frames, utt_pad_proportion=0.05962, over 7935.77 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.31, pruned_loss=0.07382, over 2476734.11 frames. utt_duration=393.2 frames, utt_pad_proportion=0.07361, over 25289.15 utterances.], batch size: 43, lr: 5.84e-04
2022-08-23 01:33:10,483 INFO [train.py:927] (4/8) Epoch 5, batch 17750, giga_loss[loss=0.2147, simple_loss=0.3082, pruned_loss=0.06063, over 12459.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03043, over 75.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.307, pruned_loss=0.07289, over 2475883.94 frames. utt_duration=419.3 frames, utt_pad_proportion=0.07235, over 23701.16 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3187, pruned_loss=0.08652, over 2467956.46 frames. utt_duration=1247 frames, utt_pad_proportion=0.05869, over 7928.26 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3071, pruned_loss=0.07222, over 2476886.03 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07382, over 25474.86 utterances.], batch size: 75, lr: 5.84e-04
2022-08-23 01:35:07,178 INFO [train.py:927] (4/8) Epoch 5, batch 17800, giga_loss[loss=0.223, simple_loss=0.2918, pruned_loss=0.07709, over 12376.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1814, over 359.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3083, pruned_loss=0.07331, over 2475461.24 frames. utt_duration=403.5 frames, utt_pad_proportion=0.07457, over 24625.80 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3187, pruned_loss=0.08653, over 2467852.83 frames. utt_duration=1247 frames, utt_pad_proportion=0.05786, over 7923.72 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3082, pruned_loss=0.07253, over 2476494.96 frames. utt_duration=377.7 frames, utt_pad_proportion=0.07586, over 26328.67 utterances.], batch size: 359, lr: 5.83e-04
2022-08-23 01:37:06,452 INFO [train.py:927] (4/8) Epoch 5, batch 17850, giga_loss[loss=0.2625, simple_loss=0.3227, pruned_loss=0.1011, over 12431.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3095, pruned_loss=0.07338, over 2476191.29 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07237, over 24925.52 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3187, pruned_loss=0.0865, over 2467980.63 frames. utt_duration=1236 frames, utt_pad_proportion=0.06194, over 7995.18 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3092, pruned_loss=0.07248, over 2477090.38 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07247, over 26609.96 utterances.], batch size: 258, lr: 5.83e-04
2022-08-23 01:39:04,199 INFO [train.py:927] (4/8) Epoch 5, batch 17900, giga_loss[loss=0.214, simple_loss=0.3037, pruned_loss=0.06219, over 12382.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07172, over 212.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3077, pruned_loss=0.07156, over 2475853.66 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06938, over 24680.70 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.318, pruned_loss=0.08614, over 2467443.81 frames. utt_duration=1243 frames, utt_pad_proportion=0.0607, over 7948.97 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3077, pruned_loss=0.0708, over 2477219.42 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07003, over 26495.56 utterances.], batch size: 212, lr: 5.83e-04
2022-08-23 01:41:15,630 INFO [train.py:927] (4/8) Epoch 5, batch 17950, giga_loss[loss=0.1977, simple_loss=0.2791, pruned_loss=0.05817, over 12389.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07204, over 212.00 utterances.], tot_loss[loss=0.224, simple_loss=0.306, pruned_loss=0.07095, over 2475599.23 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07135, over 24596.87 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3184, pruned_loss=0.08632, over 2467443.72 frames. utt_duration=1235 frames, utt_pad_proportion=0.06343, over 8004.06 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3053, pruned_loss=0.06962, over 2477016.63 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07111, over 26640.55 utterances.], batch size: 212, lr: 5.83e-04
2022-08-23 01:43:09,132 INFO [train.py:927] (4/8) Epoch 5, batch 18000, giga_loss[loss=0.2114, simple_loss=0.3037, pruned_loss=0.0595, over 12396.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05209, over 161.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3042, pruned_loss=0.06985, over 2475965.13 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07129, over 25141.41 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3186, pruned_loss=0.08636, over 2467271.95 frames. utt_duration=1238 frames, utt_pad_proportion=0.06249, over 7984.06 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3032, pruned_loss=0.06846, over 2477417.70 frames. utt_duration=366.9 frames, utt_pad_proportion=0.0714, over 27101.82 utterances.], batch size: 161, lr: 5.83e-04
2022-08-23 01:43:09,133 INFO [train.py:958] (4/8) Computing validation loss
2022-08-23 01:43:24,753 INFO [train.py:967] (4/8) Epoch 5, validation: loss=0.218, simple_loss=0.3565, pruned_loss=0.03975, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 01:45:24,394 INFO [train.py:927] (4/8) Epoch 5, batch 18050, giga_loss[loss=0.2727, simple_loss=0.333, pruned_loss=0.1062, over 12404.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3075, pruned_loss=0.06953, over 2476467.76 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06918, over 24517.60 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3211, pruned_loss=0.08677, over 2466985.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.06184, over 7959.44 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3043, pruned_loss=0.06784, over 2478007.82 frames. utt_duration=378 frames, utt_pad_proportion=0.0696, over 26313.29 utterances.], batch size: 257, lr: 5.83e-04
2022-08-23 01:47:35,799 INFO [train.py:927] (4/8) Epoch 5, batch 18100, libri_loss[loss=0.2421, simple_loss=0.318, pruned_loss=0.08311, over 12443.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009282, over 39.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3049, pruned_loss=0.06788, over 2477127.19 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06708, over 24024.67 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3206, pruned_loss=0.08656, over 2467165.59 frames. utt_duration=1244 frames, utt_pad_proportion=0.06115, over 7942.18 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3025, pruned_loss=0.06648, over 2478308.01 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06777, over 25681.48 utterances.], batch size: 39, lr: 5.83e-04
2022-08-23 01:49:38,273 INFO [train.py:927] (4/8) Epoch 5, batch 18150, giga_loss[loss=0.1974, simple_loss=0.3039, pruned_loss=0.04543, over 12271.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02756, over 54.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3065, pruned_loss=0.06805, over 2476824.33 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06492, over 23940.97 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3204, pruned_loss=0.08649, over 2466863.06 frames. utt_duration=1242 frames, utt_pad_proportion=0.0611, over 7956.51 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3045, pruned_loss=0.06667, over 2478184.48 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06562, over 25518.84 utterances.], batch size: 54, lr: 5.83e-04
2022-08-23 01:51:37,591 INFO [train.py:927] (4/8) Epoch 5, batch 18200, giga_loss[loss=0.207, simple_loss=0.3033, pruned_loss=0.05535, over 12359.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03298, over 97.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3068, pruned_loss=0.06747, over 2477382.41 frames. utt_duration=404 frames, utt_pad_proportion=0.06637, over 24600.69 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3198, pruned_loss=0.08636, over 2466975.31 frames. utt_duration=1249 frames, utt_pad_proportion=0.05984, over 7909.56 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3054, pruned_loss=0.06596, over 2478626.26 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06719, over 26339.25 utterances.], batch size: 97, lr: 5.82e-04
2022-08-23 01:53:44,053 INFO [train.py:927] (4/8) Epoch 5, batch 18250, giga_loss[loss=0.2273, simple_loss=0.3092, pruned_loss=0.07276, over 12414.00 frames. utt_duration=408 frames, utt_pad_proportion=0.02867, over 122.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3079, pruned_loss=0.06829, over 2477802.80 frames. utt_duration=403 frames, utt_pad_proportion=0.0675, over 24670.16 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3195, pruned_loss=0.08627, over 2467020.77 frames. utt_duration=1249 frames, utt_pad_proportion=0.05927, over 7911.49 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3067, pruned_loss=0.06667, over 2479016.86 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06828, over 26483.14 utterances.], batch size: 122, lr: 5.82e-04
2022-08-23 01:56:02,870 INFO [train.py:927] (4/8) Epoch 5, batch 18300, giga_loss[loss=0.22, simple_loss=0.3076, pruned_loss=0.06617, over 12361.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03316, over 62.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3075, pruned_loss=0.06883, over 2477360.33 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06975, over 24652.22 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.319, pruned_loss=0.08592, over 2466764.77 frames. utt_duration=1255 frames, utt_pad_proportion=0.05847, over 7873.04 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3067, pruned_loss=0.06746, over 2478804.61 frames. utt_duration=375.2 frames, utt_pad_proportion=0.07051, over 26513.29 utterances.], batch size: 62, lr: 5.82e-04
2022-08-23 01:58:07,274 INFO [train.py:927] (4/8) Epoch 5, batch 18350, giga_loss[loss=0.2235, simple_loss=0.3095, pruned_loss=0.06879, over 12390.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03716, over 113.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3053, pruned_loss=0.06802, over 2478125.17 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06668, over 24160.74 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3189, pruned_loss=0.0859, over 2466759.74 frames. utt_duration=1258 frames, utt_pad_proportion=0.05734, over 7850.43 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3045, pruned_loss=0.06658, over 2479506.40 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06788, over 26036.29 utterances.], batch size: 113, lr: 5.82e-04
2022-08-23 02:00:17,230 INFO [train.py:927] (4/8) Epoch 5, batch 18400, giga_loss[loss=0.2207, simple_loss=0.3135, pruned_loss=0.06398, over 12379.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.03765, over 146.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3033, pruned_loss=0.06755, over 2478070.92 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06731, over 24076.23 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3193, pruned_loss=0.08624, over 2466901.74 frames. utt_duration=1242 frames, utt_pad_proportion=0.06222, over 7955.80 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3022, pruned_loss=0.06594, over 2479129.53 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06693, over 25605.51 utterances.], batch size: 146, lr: 5.82e-04
2022-08-23 02:02:17,738 INFO [train.py:927] (4/8) Epoch 5, batch 18450, giga_loss[loss=0.2114, simple_loss=0.2881, pruned_loss=0.06734, over 12442.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03624, over 105.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3043, pruned_loss=0.0683, over 2478383.47 frames. utt_duration=404.9 frames, utt_pad_proportion=0.0684, over 24554.74 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3195, pruned_loss=0.08637, over 2466648.69 frames. utt_duration=1243 frames, utt_pad_proportion=0.06172, over 7948.26 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3031, pruned_loss=0.06676, over 2479532.59 frames. utt_duration=384 frames, utt_pad_proportion=0.06821, over 25910.95 utterances.], batch size: 105, lr: 5.82e-04
2022-08-23 02:04:23,504 INFO [train.py:927] (4/8) Epoch 5, batch 18500, giga_loss[loss=0.2011, simple_loss=0.2914, pruned_loss=0.05539, over 12343.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03364, over 58.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3031, pruned_loss=0.06794, over 2478362.87 frames. utt_duration=417 frames, utt_pad_proportion=0.06752, over 23842.74 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3198, pruned_loss=0.08647, over 2466578.09 frames. utt_duration=1240 frames, utt_pad_proportion=0.0621, over 7965.65 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3018, pruned_loss=0.06647, over 2479439.59 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06732, over 25043.01 utterances.], batch size: 58, lr: 5.82e-04
2022-08-23 02:06:35,165 INFO [train.py:927] (4/8) Epoch 5, batch 18550, giga_loss[loss=0.2116, simple_loss=0.3038, pruned_loss=0.05975, over 12349.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03035, over 70.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3047, pruned_loss=0.06795, over 2478354.53 frames. utt_duration=421 frames, utt_pad_proportion=0.0671, over 23614.74 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3199, pruned_loss=0.08646, over 2466452.75 frames. utt_duration=1231 frames, utt_pad_proportion=0.06571, over 8023.25 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3031, pruned_loss=0.06632, over 2479641.87 frames. utt_duration=398.9 frames, utt_pad_proportion=0.066, over 24936.91 utterances.], batch size: 70, lr: 5.82e-04
2022-08-23 02:08:49,265 INFO [train.py:927] (4/8) Epoch 5, batch 18600, giga_loss[loss=0.2124, simple_loss=0.286, pruned_loss=0.0694, over 12434.00 frames. utt_duration=858.6 frames, utt_pad_proportion=0.02429, over 58.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3028, pruned_loss=0.06734, over 2478735.75 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06952, over 23908.98 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3199, pruned_loss=0.08649, over 2466562.70 frames. utt_duration=1231 frames, utt_pad_proportion=0.06548, over 8026.75 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3013, pruned_loss=0.06567, over 2479869.81 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06865, over 25244.98 utterances.], batch size: 58, lr: 5.82e-04
2022-08-23 02:10:51,476 INFO [train.py:927] (4/8) Epoch 5, batch 18650, giga_loss[loss=0.1961, simple_loss=0.2826, pruned_loss=0.0548, over 12413.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04801, over 161.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2973, pruned_loss=0.06529, over 2478417.46 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06592, over 23090.19 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3195, pruned_loss=0.08638, over 2466462.85 frames. utt_duration=1233 frames, utt_pad_proportion=0.06486, over 8011.29 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.296, pruned_loss=0.06373, over 2479613.07 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06557, over 24434.24 utterances.], batch size: 161, lr: 5.81e-04
2022-08-23 02:12:49,954 INFO [train.py:927] (4/8) Epoch 5, batch 18700, giga_loss[loss=0.2147, simple_loss=0.2945, pruned_loss=0.06746, over 12342.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03069, over 91.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2981, pruned_loss=0.06579, over 2478245.31 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06641, over 23634.45 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3195, pruned_loss=0.08638, over 2466462.85 frames. utt_duration=1233 frames, utt_pad_proportion=0.06486, over 8011.29 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2972, pruned_loss=0.06457, over 2479175.87 frames. utt_duration=403 frames, utt_pad_proportion=0.06612, over 24680.54 utterances.], batch size: 91, lr: 5.81e-04
2022-08-23 02:14:55,165 INFO [train.py:927] (4/8) Epoch 5, batch 18750, giga_loss[loss=0.2234, simple_loss=0.2984, pruned_loss=0.07416, over 12377.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02846, over 91.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2966, pruned_loss=0.0645, over 2478239.04 frames. utt_duration=413 frames, utt_pad_proportion=0.06782, over 24070.11 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3195, pruned_loss=0.08616, over 2466540.49 frames. utt_duration=1237 frames, utt_pad_proportion=0.06446, over 7988.24 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2956, pruned_loss=0.06355, over 2479000.33 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06766, over 25056.88 utterances.], batch size: 91, lr: 5.81e-04
2022-08-23 02:17:12,888 INFO [train.py:927] (4/8) Epoch 5, batch 18800, giga_loss[loss=0.2231, simple_loss=0.3072, pruned_loss=0.06949, over 12422.00 frames. utt_duration=585.7 frames, utt_pad_proportion=0.02543, over 85.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2957, pruned_loss=0.06449, over 2478153.00 frames. utt_duration=393.2 frames, utt_pad_proportion=0.07072, over 25287.64 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3197, pruned_loss=0.08624, over 2466672.78 frames. utt_duration=1237 frames, utt_pad_proportion=0.06419, over 7987.30 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2947, pruned_loss=0.06359, over 2478690.59 frames. utt_duration=380.7 frames, utt_pad_proportion=0.07058, over 26123.83 utterances.], batch size: 85, lr: 5.81e-04
2022-08-23 02:19:11,044 INFO [train.py:927] (4/8) Epoch 5, batch 18850, giga_loss[loss=0.2062, simple_loss=0.2887, pruned_loss=0.06185, over 12431.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04696, over 161.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2961, pruned_loss=0.06514, over 2477629.29 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06771, over 25386.25 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3192, pruned_loss=0.08607, over 2466631.55 frames. utt_duration=1241 frames, utt_pad_proportion=0.06348, over 7960.69 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2952, pruned_loss=0.06411, over 2478356.19 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06794, over 26488.74 utterances.], batch size: 161, lr: 5.81e-04
2022-08-23 02:21:15,554 INFO [train.py:927] (4/8) Epoch 5, batch 18900, giga_loss[loss=0.2421, simple_loss=0.3312, pruned_loss=0.07651, over 12413.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03248, over 80.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2959, pruned_loss=0.06447, over 2477761.04 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06686, over 25009.81 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3189, pruned_loss=0.0859, over 2466847.12 frames. utt_duration=1244 frames, utt_pad_proportion=0.06255, over 7943.55 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2951, pruned_loss=0.06344, over 2478353.88 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06733, over 26192.25 utterances.], batch size: 80, lr: 5.81e-04
2022-08-23 02:23:11,444 INFO [train.py:927] (4/8) Epoch 5, batch 18950, giga_loss[loss=0.1923, simple_loss=0.2674, pruned_loss=0.05858, over 12381.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1855, over 361.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2982, pruned_loss=0.06531, over 2477223.85 frames. utt_duration=400.3 frames, utt_pad_proportion=0.0683, over 24826.73 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3187, pruned_loss=0.08593, over 2466843.33 frames. utt_duration=1249 frames, utt_pad_proportion=0.06061, over 7909.49 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2969, pruned_loss=0.06368, over 2478076.44 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06918, over 26429.16 utterances.], batch size: 361, lr: 5.81e-04
2022-08-23 02:25:06,381 INFO [train.py:927] (4/8) Epoch 5, batch 19000, giga_loss[loss=0.1917, simple_loss=0.2757, pruned_loss=0.05383, over 12325.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03158, over 48.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2988, pruned_loss=0.06534, over 2476496.68 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06494, over 23727.51 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3188, pruned_loss=0.08617, over 2466567.56 frames. utt_duration=1251 frames, utt_pad_proportion=0.05942, over 7894.23 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2971, pruned_loss=0.06314, over 2477743.30 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06624, over 25543.53 utterances.], batch size: 48, lr: 5.81e-04
2022-08-23 02:27:09,118 INFO [train.py:927] (4/8) Epoch 5, batch 19050, libri_loss[loss=0.2752, simple_loss=0.3483, pruned_loss=0.1011, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00585, over 34.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2972, pruned_loss=0.06388, over 2476997.77 frames. utt_duration=429 frames, utt_pad_proportion=0.06092, over 23158.68 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3188, pruned_loss=0.08615, over 2466543.08 frames. utt_duration=1256 frames, utt_pad_proportion=0.05861, over 7866.04 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2952, pruned_loss=0.06165, over 2478256.13 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06249, over 24991.51 utterances.], batch size: 34, lr: 5.80e-04
2022-08-23 02:29:07,298 INFO [train.py:927] (4/8) Epoch 5, batch 19100, giga_loss[loss=0.2054, simple_loss=0.2941, pruned_loss=0.05829, over 12462.00 frames. utt_duration=409.6 frames, utt_pad_proportion=0.02933, over 122.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2971, pruned_loss=0.06431, over 2476552.87 frames. utt_duration=442.1 frames, utt_pad_proportion=0.05808, over 22470.29 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3188, pruned_loss=0.08624, over 2466368.44 frames. utt_duration=1262 frames, utt_pad_proportion=0.05681, over 7827.05 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2948, pruned_loss=0.06162, over 2478092.74 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06015, over 24529.04 utterances.], batch size: 122, lr: 5.80e-04
2022-08-23 02:31:15,665 INFO [train.py:927] (4/8) Epoch 5, batch 19150, giga_loss[loss=0.1823, simple_loss=0.2739, pruned_loss=0.04534, over 12338.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03351, over 62.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2999, pruned_loss=0.06582, over 2476345.90 frames. utt_duration=443.1 frames, utt_pad_proportion=0.05662, over 22417.62 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3185, pruned_loss=0.08607, over 2466399.87 frames. utt_duration=1261 frames, utt_pad_proportion=0.05648, over 7833.39 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2977, pruned_loss=0.06316, over 2477883.67 frames. utt_duration=405.5 frames, utt_pad_proportion=0.05852, over 24515.39 utterances.], batch size: 62, lr: 5.80e-04
2022-08-23 02:33:10,079 INFO [train.py:927] (4/8) Epoch 5, batch 19200, giga_loss[loss=0.2226, simple_loss=0.3112, pruned_loss=0.06698, over 12414.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03979, over 133.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3015, pruned_loss=0.067, over 2476378.57 frames. utt_duration=421 frames, utt_pad_proportion=0.05981, over 23598.19 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3179, pruned_loss=0.08574, over 2466369.20 frames. utt_duration=1267 frames, utt_pad_proportion=0.05524, over 7795.95 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2997, pruned_loss=0.06463, over 2477903.77 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06135, over 25707.02 utterances.], batch size: 133, lr: 5.80e-04
2022-08-23 02:35:13,588 INFO [train.py:927] (4/8) Epoch 5, batch 19250, giga_loss[loss=0.2277, simple_loss=0.3113, pruned_loss=0.07205, over 12420.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.06983, over 213.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3034, pruned_loss=0.06819, over 2476642.72 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06334, over 24299.02 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3172, pruned_loss=0.0855, over 2466288.85 frames. utt_duration=1261 frames, utt_pad_proportion=0.05801, over 7831.00 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3022, pruned_loss=0.06603, over 2478208.12 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06369, over 26386.36 utterances.], batch size: 213, lr: 5.80e-04
2022-08-23 02:37:26,528 INFO [train.py:927] (4/8) Epoch 5, batch 19300, giga_loss[loss=0.2221, simple_loss=0.2892, pruned_loss=0.07757, over 12383.00 frames. utt_duration=197 frames, utt_pad_proportion=0.08815, over 253.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3019, pruned_loss=0.06741, over 2476643.94 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06401, over 24373.03 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3172, pruned_loss=0.08558, over 2466211.02 frames. utt_duration=1262 frames, utt_pad_proportion=0.05727, over 7827.24 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3006, pruned_loss=0.06506, over 2478285.07 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06446, over 26563.85 utterances.], batch size: 253, lr: 5.80e-04
2022-08-23 02:39:23,824 INFO [train.py:927] (4/8) Epoch 5, batch 19350, giga_loss[loss=0.1832, simple_loss=0.2769, pruned_loss=0.04479, over 12390.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3006, pruned_loss=0.06663, over 2476438.13 frames. utt_duration=427.3 frames, utt_pad_proportion=0.0598, over 23248.35 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3168, pruned_loss=0.08558, over 2466313.49 frames. utt_duration=1267 frames, utt_pad_proportion=0.05598, over 7792.94 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2994, pruned_loss=0.06424, over 2477920.91 frames. utt_duration=390.5 frames, utt_pad_proportion=0.0609, over 25461.53 utterances.], batch size: 48, lr: 5.80e-04
2022-08-23 02:41:30,646 INFO [train.py:927] (4/8) Epoch 5, batch 19400, giga_loss[loss=0.2268, simple_loss=0.3111, pruned_loss=0.07121, over 12383.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0683, over 212.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.299, pruned_loss=0.06624, over 2476751.61 frames. utt_duration=436.5 frames, utt_pad_proportion=0.05789, over 22758.89 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3166, pruned_loss=0.08542, over 2466345.73 frames. utt_duration=1263 frames, utt_pad_proportion=0.05619, over 7822.57 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2977, pruned_loss=0.0639, over 2478230.14 frames. utt_duration=398.1 frames, utt_pad_proportion=0.05893, over 24972.68 utterances.], batch size: 212, lr: 5.80e-04
2022-08-23 02:43:26,498 INFO [train.py:927] (4/8) Epoch 5, batch 19450, giga_loss[loss=0.1975, simple_loss=0.2853, pruned_loss=0.05485, over 12405.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03594, over 113.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2987, pruned_loss=0.06593, over 2476875.91 frames. utt_duration=432.6 frames, utt_pad_proportion=0.06072, over 22966.95 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3161, pruned_loss=0.08504, over 2466292.60 frames. utt_duration=1273 frames, utt_pad_proportion=0.05444, over 7755.98 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2973, pruned_loss=0.06357, over 2478559.72 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06188, over 25460.16 utterances.], batch size: 113, lr: 5.80e-04
2022-08-23 02:45:24,580 INFO [train.py:927] (4/8) Epoch 5, batch 19500, giga_loss[loss=0.1975, simple_loss=0.2954, pruned_loss=0.0498, over 12473.00 frames. utt_duration=703.8 frames, utt_pad_proportion=0.03456, over 71.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3013, pruned_loss=0.0658, over 2477389.73 frames. utt_duration=429.6 frames, utt_pad_proportion=0.06028, over 23132.61 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3162, pruned_loss=0.08516, over 2466398.44 frames. utt_duration=1275 frames, utt_pad_proportion=0.05345, over 7744.29 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2998, pruned_loss=0.06341, over 2478864.70 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06155, over 25462.03 utterances.], batch size: 71, lr: 5.79e-04
2022-08-23 02:47:34,627 INFO [train.py:927] (4/8) Epoch 5, batch 19550, giga_loss[loss=0.2445, simple_loss=0.3116, pruned_loss=0.08867, over 12394.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3021, pruned_loss=0.06569, over 2477850.93 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06093, over 23412.12 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3165, pruned_loss=0.0856, over 2466642.76 frames. utt_duration=1264 frames, utt_pad_proportion=0.0576, over 7814.89 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.3005, pruned_loss=0.06328, over 2478901.42 frames. utt_duration=393 frames, utt_pad_proportion=0.06084, over 25310.30 utterances.], batch size: 257, lr: 5.79e-04
2022-08-23 02:49:40,536 INFO [train.py:927] (4/8) Epoch 5, batch 19600, giga_loss[loss=0.2018, simple_loss=0.2936, pruned_loss=0.05504, over 12418.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03806, over 105.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3014, pruned_loss=0.06538, over 2478262.27 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06196, over 23593.59 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3162, pruned_loss=0.08543, over 2466982.54 frames. utt_duration=1266 frames, utt_pad_proportion=0.05659, over 7804.40 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.3, pruned_loss=0.06295, over 2479140.84 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06214, over 25626.43 utterances.], batch size: 105, lr: 5.79e-04
2022-08-23 02:51:55,977 INFO [train.py:927] (4/8) Epoch 5, batch 19650, giga_loss[loss=0.235, simple_loss=0.3092, pruned_loss=0.08042, over 12398.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09424, over 255.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3024, pruned_loss=0.06534, over 2477762.83 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06339, over 24085.32 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.316, pruned_loss=0.0852, over 2466581.81 frames. utt_duration=1270 frames, utt_pad_proportion=0.056, over 7780.44 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.3013, pruned_loss=0.06336, over 2478994.86 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06364, over 25944.50 utterances.], batch size: 255, lr: 5.79e-04
2022-08-23 02:54:08,509 INFO [train.py:927] (4/8) Epoch 5, batch 19700, libri_loss[loss=0.2408, simple_loss=0.3187, pruned_loss=0.08139, over 12125.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00661, over 32.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3039, pruned_loss=0.06582, over 2478165.15 frames. utt_duration=431.2 frames, utt_pad_proportion=0.0613, over 23052.41 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3148, pruned_loss=0.08445, over 2467054.46 frames. utt_duration=1280 frames, utt_pad_proportion=0.05402, over 7721.67 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3035, pruned_loss=0.06402, over 2479281.85 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06227, over 25317.83 utterances.], batch size: 32, lr: 5.79e-04
2022-08-23 02:56:28,389 INFO [train.py:927] (4/8) Epoch 5, batch 19750, giga_loss[loss=0.1849, simple_loss=0.2781, pruned_loss=0.04585, over 12392.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03091, over 62.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3031, pruned_loss=0.06658, over 2478201.56 frames. utt_duration=451.6 frames, utt_pad_proportion=0.05826, over 22008.80 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3149, pruned_loss=0.08457, over 2466797.31 frames. utt_duration=1281 frames, utt_pad_proportion=0.0532, over 7711.70 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3023, pruned_loss=0.06444, over 2479690.55 frames. utt_duration=409.1 frames, utt_pad_proportion=0.05962, over 24312.88 utterances.], batch size: 62, lr: 5.79e-04
2022-08-23 02:58:32,369 INFO [train.py:927] (4/8) Epoch 5, batch 19800, giga_loss[loss=0.2008, simple_loss=0.2943, pruned_loss=0.05363, over 12386.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.02667, over 62.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3015, pruned_loss=0.06512, over 2478461.33 frames. utt_duration=440.7 frames, utt_pad_proportion=0.05787, over 22557.21 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3146, pruned_loss=0.08453, over 2466739.00 frames. utt_duration=1284 frames, utt_pad_proportion=0.05261, over 7694.13 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.3009, pruned_loss=0.0632, over 2479813.02 frames. utt_duration=404.6 frames, utt_pad_proportion=0.05914, over 24584.01 utterances.], batch size: 62, lr: 5.79e-04
2022-08-23 03:00:36,345 INFO [train.py:927] (4/8) Epoch 5, batch 19850, giga_loss[loss=0.2448, simple_loss=0.327, pruned_loss=0.08135, over 12453.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04769, over 162.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3049, pruned_loss=0.06687, over 2478376.68 frames. utt_duration=428.2 frames, utt_pad_proportion=0.0577, over 23217.80 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3151, pruned_loss=0.08469, over 2466719.77 frames. utt_duration=1285 frames, utt_pad_proportion=0.0522, over 7685.21 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3039, pruned_loss=0.06504, over 2479567.20 frames. utt_duration=398.4 frames, utt_pad_proportion=0.05884, over 24968.87 utterances.], batch size: 162, lr: 5.79e-04
2022-08-23 03:02:27,441 INFO [train.py:927] (4/8) Epoch 5, batch 19900, giga_loss[loss=0.1992, simple_loss=0.2991, pruned_loss=0.04962, over 12429.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05744, over 182.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3034, pruned_loss=0.06644, over 2477887.13 frames. utt_duration=445.4 frames, utt_pad_proportion=0.05673, over 22313.07 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3152, pruned_loss=0.08468, over 2466617.64 frames. utt_duration=1280 frames, utt_pad_proportion=0.05218, over 7715.68 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3022, pruned_loss=0.06447, over 2479249.94 frames. utt_duration=412.7 frames, utt_pad_proportion=0.05776, over 24099.13 utterances.], batch size: 182, lr: 5.78e-04
2022-08-23 03:04:21,670 INFO [train.py:927] (4/8) Epoch 5, batch 19950, giga_loss[loss=0.223, simple_loss=0.2943, pruned_loss=0.0758, over 12379.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1742, over 356.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3031, pruned_loss=0.06677, over 2477747.39 frames. utt_duration=425.6 frames, utt_pad_proportion=0.06268, over 23354.85 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.315, pruned_loss=0.08464, over 2466614.40 frames. utt_duration=1269 frames, utt_pad_proportion=0.0564, over 7786.81 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.302, pruned_loss=0.06482, over 2479059.08 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06189, over 25029.29 utterances.], batch size: 356, lr: 5.78e-04
2022-08-23 03:06:05,839 INFO [train.py:927] (4/8) Epoch 5, batch 20000, giga_loss[loss=0.2834, simple_loss=0.3588, pruned_loss=0.104, over 12417.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02244, over 48.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3105, pruned_loss=0.07143, over 2476545.56 frames. utt_duration=438 frames, utt_pad_proportion=0.06308, over 22681.37 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3149, pruned_loss=0.08466, over 2466652.61 frames. utt_duration=1266 frames, utt_pad_proportion=0.05627, over 7803.54 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3094, pruned_loss=0.06942, over 2477866.81 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06247, over 24409.14 utterances.], batch size: 48, lr: 5.78e-04
2022-08-23 03:07:49,855 INFO [train.py:927] (4/8) Epoch 5, batch 20050, giga_loss[loss=0.2475, simple_loss=0.3169, pruned_loss=0.08904, over 12360.00 frames. utt_duration=619.6 frames, utt_pad_proportion=0.03643, over 80.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3113, pruned_loss=0.07289, over 2475428.09 frames. utt_duration=466.1 frames, utt_pad_proportion=0.06282, over 21301.86 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3151, pruned_loss=0.08486, over 2466965.13 frames. utt_duration=1255 frames, utt_pad_proportion=0.06024, over 7870.15 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3103, pruned_loss=0.07097, over 2476314.70 frames. utt_duration=435.7 frames, utt_pad_proportion=0.06118, over 22798.61 utterances.], batch size: 80, lr: 5.78e-04
2022-08-23 03:09:32,194 INFO [train.py:927] (4/8) Epoch 5, batch 20100, giga_loss[loss=0.1843, simple_loss=0.2565, pruned_loss=0.05609, over 12135.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.03988, over 33.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3074, pruned_loss=0.07233, over 2475256.12 frames. utt_duration=473.9 frames, utt_pad_proportion=0.0609, over 20952.51 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3162, pruned_loss=0.08535, over 2467006.95 frames. utt_duration=1259 frames, utt_pad_proportion=0.05905, over 7849.55 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3054, pruned_loss=0.07005, over 2476129.03 frames. utt_duration=441.8 frames, utt_pad_proportion=0.06009, over 22483.05 utterances.], batch size: 33, lr: 5.78e-04
2022-08-23 03:11:15,745 INFO [train.py:927] (4/8) Epoch 5, batch 20150, giga_loss[loss=0.2527, simple_loss=0.301, pruned_loss=0.1022, over 12367.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1118, over 260.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.2995, pruned_loss=0.0696, over 2474977.70 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06167, over 20911.15 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3163, pruned_loss=0.08538, over 2467041.63 frames. utt_duration=1259 frames, utt_pad_proportion=0.05835, over 7845.80 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2976, pruned_loss=0.06756, over 2475760.33 frames. utt_duration=445.4 frames, utt_pad_proportion=0.06121, over 22300.26 utterances.], batch size: 260, lr: 5.78e-04
2022-08-23 03:12:58,553 INFO [train.py:927] (4/8) Epoch 5, batch 20200, giga_loss[loss=0.2046, simple_loss=0.2829, pruned_loss=0.06316, over 12364.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02872, over 91.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2933, pruned_loss=0.06692, over 2475097.10 frames. utt_duration=488.8 frames, utt_pad_proportion=0.05862, over 20311.61 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3165, pruned_loss=0.08557, over 2467143.51 frames. utt_duration=1259 frames, utt_pad_proportion=0.05759, over 7847.01 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2913, pruned_loss=0.06482, over 2475757.14 frames. utt_duration=459 frames, utt_pad_proportion=0.05867, over 21639.30 utterances.], batch size: 91, lr: 5.78e-04
2022-08-23 03:14:39,921 INFO [train.py:927] (4/8) Epoch 5, batch 20250, giga_loss[loss=0.1769, simple_loss=0.2553, pruned_loss=0.04928, over 12460.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03048, over 86.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.288, pruned_loss=0.06508, over 2474565.73 frames. utt_duration=491.7 frames, utt_pad_proportion=0.06091, over 20189.36 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3162, pruned_loss=0.08543, over 2467199.46 frames. utt_duration=1250 frames, utt_pad_proportion=0.06101, over 7903.23 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.286, pruned_loss=0.06304, over 2475243.15 frames. utt_duration=461.4 frames, utt_pad_proportion=0.0598, over 21521.47 utterances.], batch size: 86, lr: 5.78e-04
2022-08-23 03:16:23,333 INFO [train.py:927] (4/8) Epoch 5, batch 20300, giga_loss[loss=0.1635, simple_loss=0.2481, pruned_loss=0.03949, over 12301.00 frames. utt_duration=912.8 frames, utt_pad_proportion=0.02375, over 54.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2822, pruned_loss=0.06222, over 2474361.73 frames. utt_duration=510.6 frames, utt_pad_proportion=0.0567, over 19437.05 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3162, pruned_loss=0.0853, over 2467281.37 frames. utt_duration=1253 frames, utt_pad_proportion=0.0603, over 7888.76 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2802, pruned_loss=0.06043, over 2474931.46 frames. utt_duration=480.5 frames, utt_pad_proportion=0.05624, over 20662.48 utterances.], batch size: 54, lr: 5.78e-04
2022-08-23 03:18:06,810 INFO [train.py:927] (4/8) Epoch 5, batch 20350, giga_loss[loss=0.1452, simple_loss=0.2282, pruned_loss=0.0311, over 12406.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02815, over 58.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2777, pruned_loss=0.06056, over 2474130.51 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06275, over 19341.05 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3163, pruned_loss=0.08547, over 2467284.66 frames. utt_duration=1252 frames, utt_pad_proportion=0.05984, over 7889.99 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.275, pruned_loss=0.05833, over 2474781.47 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06221, over 20628.56 utterances.], batch size: 58, lr: 5.77e-04
2022-08-23 03:19:46,986 INFO [train.py:927] (4/8) Epoch 5, batch 20400, giga_loss[loss=0.2041, simple_loss=0.2695, pruned_loss=0.06939, over 12352.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2706, pruned_loss=0.05736, over 2473608.79 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06266, over 19209.10 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3161, pruned_loss=0.08533, over 2467359.23 frames. utt_duration=1254 frames, utt_pad_proportion=0.05964, over 7880.54 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2685, pruned_loss=0.05562, over 2474075.00 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06231, over 20281.42 utterances.], batch size: 258, lr: 5.77e-04
2022-08-23 03:21:29,330 INFO [train.py:927] (4/8) Epoch 5, batch 20450, giga_loss[loss=0.2416, simple_loss=0.326, pruned_loss=0.0786, over 12362.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02885, over 66.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2756, pruned_loss=0.06005, over 2474298.68 frames. utt_duration=504.2 frames, utt_pad_proportion=0.0616, over 19687.27 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.316, pruned_loss=0.08525, over 2467178.36 frames. utt_duration=1257 frames, utt_pad_proportion=0.05833, over 7861.44 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2727, pruned_loss=0.05798, over 2475017.29 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06187, over 20883.22 utterances.], batch size: 66, lr: 5.77e-04
2022-08-23 03:23:10,399 INFO [train.py:927] (4/8) Epoch 5, batch 20500, giga_loss[loss=0.2387, simple_loss=0.325, pruned_loss=0.07622, over 12373.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03784, over 113.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2872, pruned_loss=0.06639, over 2473618.34 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06376, over 18943.61 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3158, pruned_loss=0.08517, over 2467255.22 frames. utt_duration=1254 frames, utt_pad_proportion=0.05801, over 7878.83 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2836, pruned_loss=0.06386, over 2474394.35 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06414, over 20364.11 utterances.], batch size: 113, lr: 5.77e-04
2022-08-23 03:24:52,183 INFO [train.py:927] (4/8) Epoch 5, batch 20550, giga_loss[loss=0.235, simple_loss=0.3242, pruned_loss=0.07293, over 12357.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04681, over 146.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2941, pruned_loss=0.06907, over 2473388.17 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06204, over 18117.51 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3156, pruned_loss=0.08511, over 2467275.16 frames. utt_duration=1254 frames, utt_pad_proportion=0.05748, over 7882.04 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2905, pruned_loss=0.06644, over 2474209.96 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06274, over 19660.34 utterances.], batch size: 146, lr: 5.77e-04
2022-08-23 03:26:35,265 INFO [train.py:927] (4/8) Epoch 5, batch 20600, giga_loss[loss=0.2237, simple_loss=0.3058, pruned_loss=0.07081, over 12383.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02702, over 70.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2981, pruned_loss=0.06991, over 2473784.11 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06336, over 18736.77 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3155, pruned_loss=0.08505, over 2467131.78 frames. utt_duration=1255 frames, utt_pad_proportion=0.05729, over 7872.63 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2953, pruned_loss=0.06785, over 2474566.21 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06389, over 19993.54 utterances.], batch size: 70, lr: 5.77e-04
2022-08-23 03:28:17,226 INFO [train.py:927] (4/8) Epoch 5, batch 20650, giga_loss[loss=0.2565, simple_loss=0.3308, pruned_loss=0.09106, over 12342.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03114, over 85.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3041, pruned_loss=0.07315, over 2473288.32 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06542, over 18881.11 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3168, pruned_loss=0.08542, over 2467332.35 frames. utt_duration=1257 frames, utt_pad_proportion=0.0562, over 7857.91 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3003, pruned_loss=0.07086, over 2473886.64 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06613, over 20139.56 utterances.], batch size: 85, lr: 5.77e-04
2022-08-23 03:29:59,066 INFO [train.py:927] (4/8) Epoch 5, batch 20700, giga_loss[loss=0.2312, simple_loss=0.3239, pruned_loss=0.0693, over 12458.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03065, over 75.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3084, pruned_loss=0.0747, over 2473569.11 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06042, over 18073.33 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3172, pruned_loss=0.08568, over 2467485.29 frames. utt_duration=1259 frames, utt_pad_proportion=0.05552, over 7848.11 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3049, pruned_loss=0.07249, over 2473978.44 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06157, over 19220.64 utterances.], batch size: 75, lr: 5.77e-04
2022-08-23 03:31:40,525 INFO [train.py:927] (4/8) Epoch 5, batch 20750, giga_loss[loss=0.2327, simple_loss=0.3124, pruned_loss=0.07651, over 12428.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02557, over 43.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3127, pruned_loss=0.07725, over 2473273.60 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06664, over 18310.34 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3173, pruned_loss=0.08595, over 2467859.22 frames. utt_duration=1251 frames, utt_pad_proportion=0.05837, over 7898.27 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3096, pruned_loss=0.07486, over 2473486.78 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06625, over 19550.03 utterances.], batch size: 43, lr: 5.77e-04
2022-08-23 03:33:23,642 INFO [train.py:927] (4/8) Epoch 5, batch 20800, giga_loss[loss=0.2341, simple_loss=0.3189, pruned_loss=0.07465, over 12374.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03097, over 97.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3138, pruned_loss=0.07679, over 2473369.49 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06539, over 18076.31 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3169, pruned_loss=0.0858, over 2467830.78 frames. utt_duration=1256 frames, utt_pad_proportion=0.05751, over 7871.50 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3115, pruned_loss=0.07487, over 2473658.11 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06548, over 19258.39 utterances.], batch size: 97, lr: 5.76e-04
2022-08-23 03:35:03,684 INFO [train.py:927] (4/8) Epoch 5, batch 20850, giga_loss[loss=0.2874, simple_loss=0.35, pruned_loss=0.1124, over 12416.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05514, over 162.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3141, pruned_loss=0.07697, over 2472639.31 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06559, over 18237.87 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3171, pruned_loss=0.08593, over 2467816.87 frames. utt_duration=1254 frames, utt_pad_proportion=0.05673, over 7881.50 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.312, pruned_loss=0.07504, over 2473020.75 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06605, over 19457.04 utterances.], batch size: 162, lr: 5.76e-04
2022-08-23 03:36:46,582 INFO [train.py:927] (4/8) Epoch 5, batch 20900, giga_loss[loss=0.3248, simple_loss=0.3664, pruned_loss=0.1416, over 12391.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1098, over 260.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.316, pruned_loss=0.07943, over 2472569.88 frames. utt_duration=571.4 frames, utt_pad_proportion=0.0618, over 17354.26 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3167, pruned_loss=0.08594, over 2467824.72 frames. utt_duration=1261 frames, utt_pad_proportion=0.05489, over 7836.08 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3145, pruned_loss=0.07752, over 2473047.73 frames. utt_duration=528 frames, utt_pad_proportion=0.06323, over 18787.74 utterances.], batch size: 260, lr: 5.76e-04
2022-08-23 03:38:31,579 INFO [train.py:927] (4/8) Epoch 5, batch 20950, giga_loss[loss=0.2236, simple_loss=0.3022, pruned_loss=0.07249, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02657, over 48.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.316, pruned_loss=0.08009, over 2471393.11 frames. utt_duration=592.4 frames, utt_pad_proportion=0.05828, over 16729.13 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3163, pruned_loss=0.0856, over 2467330.75 frames. utt_duration=1268 frames, utt_pad_proportion=0.05324, over 7795.41 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3151, pruned_loss=0.07863, over 2472377.73 frames. utt_duration=543 frames, utt_pad_proportion=0.06045, over 18262.69 utterances.], batch size: 48, lr: 5.76e-04
2022-08-23 03:40:15,350 INFO [train.py:927] (4/8) Epoch 5, batch 21000, giga_loss[loss=0.2589, simple_loss=0.3235, pruned_loss=0.09709, over 12467.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02988, over 55.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3153, pruned_loss=0.08058, over 2471754.37 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05924, over 17117.56 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3163, pruned_loss=0.08567, over 2467332.07 frames. utt_duration=1269 frames, utt_pad_proportion=0.05284, over 7787.50 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3146, pruned_loss=0.07931, over 2472557.92 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06104, over 18412.05 utterances.], batch size: 55, lr: 5.76e-04
2022-08-23 03:40:15,351 INFO [train.py:958] (4/8) Computing validation loss
2022-08-23 03:40:29,085 INFO [train.py:967] (4/8) Epoch 5, validation: loss=0.2066, simple_loss=0.3347, pruned_loss=0.03924, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 03:42:13,659 INFO [train.py:927] (4/8) Epoch 5, batch 21050, giga_loss[loss=0.214, simple_loss=0.3022, pruned_loss=0.06289, over 12343.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3148, pruned_loss=0.07984, over 2472493.49 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06408, over 17698.62 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3167, pruned_loss=0.08577, over 2467242.41 frames. utt_duration=1270 frames, utt_pad_proportion=0.05263, over 7782.56 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3139, pruned_loss=0.07872, over 2473233.39 frames. utt_duration=528.8 frames, utt_pad_proportion=0.0653, over 18761.74 utterances.], batch size: 97, lr: 5.76e-04
2022-08-23 03:43:58,698 INFO [train.py:927] (4/8) Epoch 5, batch 21100, giga_loss[loss=0.1906, simple_loss=0.2685, pruned_loss=0.05641, over 12384.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05927, over 182.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3107, pruned_loss=0.07758, over 2472786.83 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06829, over 19047.13 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3171, pruned_loss=0.08562, over 2467239.67 frames. utt_duration=1271 frames, utt_pad_proportion=0.05204, over 7776.87 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3097, pruned_loss=0.07674, over 2473439.35 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06931, over 20027.66 utterances.], batch size: 182, lr: 5.76e-04
2022-08-23 03:45:45,117 INFO [train.py:927] (4/8) Epoch 5, batch 21150, giga_loss[loss=0.2247, simple_loss=0.2984, pruned_loss=0.07552, over 12346.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3061, pruned_loss=0.07578, over 2473213.67 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06612, over 18841.26 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3166, pruned_loss=0.08535, over 2467360.41 frames. utt_duration=1276 frames, utt_pad_proportion=0.05019, over 7741.43 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3053, pruned_loss=0.07496, over 2473877.25 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06793, over 20158.20 utterances.], batch size: 97, lr: 5.76e-04
2022-08-23 03:47:26,803 INFO [train.py:927] (4/8) Epoch 5, batch 21200, giga_loss[loss=0.213, simple_loss=0.2938, pruned_loss=0.06614, over 12441.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.04164, over 26.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3053, pruned_loss=0.07564, over 2473657.32 frames. utt_duration=517.4 frames, utt_pad_proportion=0.0691, over 19180.89 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3162, pruned_loss=0.08521, over 2467325.72 frames. utt_duration=1277 frames, utt_pad_proportion=0.04953, over 7740.36 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3047, pruned_loss=0.07481, over 2474441.72 frames. utt_duration=481.8 frames, utt_pad_proportion=0.0708, over 20607.68 utterances.], batch size: 26, lr: 5.75e-04
2022-08-23 03:49:08,191 INFO [train.py:927] (4/8) Epoch 5, batch 21250, giga_loss[loss=0.2482, simple_loss=0.3235, pruned_loss=0.08649, over 12410.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07658, over 213.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3025, pruned_loss=0.07371, over 2473644.39 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06365, over 18661.67 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.316, pruned_loss=0.08511, over 2467484.39 frames. utt_duration=1279 frames, utt_pad_proportion=0.0488, over 7726.65 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.302, pruned_loss=0.07295, over 2474231.12 frames. utt_duration=496.1 frames, utt_pad_proportion=0.06573, over 20010.05 utterances.], batch size: 213, lr: 5.75e-04
2022-08-23 03:50:49,721 INFO [train.py:927] (4/8) Epoch 5, batch 21300, giga_loss[loss=0.2415, simple_loss=0.3176, pruned_loss=0.08268, over 12323.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03432, over 85.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3004, pruned_loss=0.07287, over 2473217.68 frames. utt_duration=546.7 frames, utt_pad_proportion=0.0618, over 18145.37 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3165, pruned_loss=0.08519, over 2467376.73 frames. utt_duration=1274 frames, utt_pad_proportion=0.04932, over 7755.60 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.2994, pruned_loss=0.072, over 2473895.47 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06357, over 19380.01 utterances.], batch size: 85, lr: 5.75e-04
2022-08-23 03:52:31,859 INFO [train.py:927] (4/8) Epoch 5, batch 21350, giga_loss[loss=0.2102, simple_loss=0.2876, pruned_loss=0.06644, over 12434.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03846, over 105.00 utterances.], tot_loss[loss=0.22, simple_loss=0.2971, pruned_loss=0.07143, over 2474536.50 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05818, over 17904.00 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3166, pruned_loss=0.08529, over 2467449.44 frames. utt_duration=1276 frames, utt_pad_proportion=0.04895, over 7745.08 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2959, pruned_loss=0.07053, over 2475069.42 frames. utt_duration=523.2 frames, utt_pad_proportion=0.05997, over 18977.50 utterances.], batch size: 105, lr: 5.75e-04
2022-08-23 03:54:15,725 INFO [train.py:927] (4/8) Epoch 5, batch 21400, giga_loss[loss=0.187, simple_loss=0.2657, pruned_loss=0.05411, over 12429.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03636, over 113.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2936, pruned_loss=0.06976, over 2474038.59 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05402, over 17296.53 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3169, pruned_loss=0.08547, over 2467258.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.04838, over 7731.95 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2921, pruned_loss=0.06868, over 2474731.41 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05595, over 18290.39 utterances.], batch size: 113, lr: 5.75e-04
2022-08-23 03:55:57,147 INFO [train.py:927] (4/8) Epoch 5, batch 21450, giga_loss[loss=0.2656, simple_loss=0.3258, pruned_loss=0.1027, over 12384.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09426, over 255.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2915, pruned_loss=0.06861, over 2474575.90 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05157, over 16670.70 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3179, pruned_loss=0.08584, over 2467226.54 frames. utt_duration=1277 frames, utt_pad_proportion=0.04793, over 7738.16 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.289, pruned_loss=0.06713, over 2475270.96 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05349, over 17616.98 utterances.], batch size: 255, lr: 5.75e-04
2022-08-23 03:57:39,818 INFO [train.py:927] (4/8) Epoch 5, batch 21500, giga_loss[loss=0.1945, simple_loss=0.2803, pruned_loss=0.05433, over 12316.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02892, over 74.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2929, pruned_loss=0.07, over 2474261.57 frames. utt_duration=590.5 frames, utt_pad_proportion=0.05153, over 16803.78 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3184, pruned_loss=0.08622, over 2467317.44 frames. utt_duration=1273 frames, utt_pad_proportion=0.04836, over 7761.83 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2902, pruned_loss=0.0683, over 2474829.69 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05291, over 17640.36 utterances.], batch size: 74, lr: 5.75e-04
2022-08-23 03:59:25,638 INFO [train.py:927] (4/8) Epoch 5, batch 21550, giga_loss[loss=0.216, simple_loss=0.2936, pruned_loss=0.06924, over 12413.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04398, over 26.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.2978, pruned_loss=0.07293, over 2474437.16 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05588, over 17065.77 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3191, pruned_loss=0.0865, over 2467257.91 frames. utt_duration=1275 frames, utt_pad_proportion=0.0478, over 7748.49 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2947, pruned_loss=0.07114, over 2475032.23 frames. utt_duration=555.7 frames, utt_pad_proportion=0.05705, over 17864.81 utterances.], batch size: 26, lr: 5.75e-04
2022-08-23 04:01:05,090 INFO [train.py:927] (4/8) Epoch 5, batch 21600, giga_loss[loss=0.2693, simple_loss=0.3241, pruned_loss=0.1073, over 12333.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2002, over 369.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3042, pruned_loss=0.07629, over 2474680.42 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05847, over 17422.03 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3197, pruned_loss=0.08651, over 2467179.32 frames. utt_duration=1274 frames, utt_pad_proportion=0.04826, over 7756.22 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3011, pruned_loss=0.07473, over 2475324.23 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05916, over 18172.88 utterances.], batch size: 369, lr: 5.75e-04
2022-08-23 04:02:47,298 INFO [train.py:927] (4/8) Epoch 5, batch 21650, giga_loss[loss=0.2246, simple_loss=0.3111, pruned_loss=0.06901, over 12339.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03278, over 51.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3095, pruned_loss=0.07851, over 2473751.01 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06728, over 18470.67 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3197, pruned_loss=0.08662, over 2467105.31 frames. utt_duration=1275 frames, utt_pad_proportion=0.04792, over 7751.69 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3069, pruned_loss=0.07709, over 2474384.02 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06772, over 19165.94 utterances.], batch size: 51, lr: 5.74e-04
2022-08-23 04:04:28,466 INFO [train.py:927] (4/8) Epoch 5, batch 21700, giga_loss[loss=0.1945, simple_loss=0.2821, pruned_loss=0.05347, over 12338.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03332, over 85.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3113, pruned_loss=0.07853, over 2473783.10 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06219, over 17977.03 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3194, pruned_loss=0.08664, over 2467081.04 frames. utt_duration=1281 frames, utt_pad_proportion=0.04673, over 7713.80 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3093, pruned_loss=0.07716, over 2474561.96 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06338, over 18911.41 utterances.], batch size: 85, lr: 5.74e-04
2022-08-23 04:06:11,799 INFO [train.py:927] (4/8) Epoch 5, batch 21750, giga_loss[loss=0.2207, simple_loss=0.2986, pruned_loss=0.07141, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02647, over 45.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3091, pruned_loss=0.07579, over 2473628.49 frames. utt_duration=567.1 frames, utt_pad_proportion=0.05666, over 17492.62 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3194, pruned_loss=0.08664, over 2467023.64 frames. utt_duration=1282 frames, utt_pad_proportion=0.04657, over 7707.23 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3075, pruned_loss=0.07467, over 2474321.01 frames. utt_duration=543 frames, utt_pad_proportion=0.05793, over 18276.64 utterances.], batch size: 45, lr: 5.74e-04
2022-08-23 04:07:57,134 INFO [train.py:927] (4/8) Epoch 5, batch 21800, giga_loss[loss=0.2284, simple_loss=0.3194, pruned_loss=0.06874, over 12375.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02519, over 70.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3103, pruned_loss=0.07647, over 2473648.01 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06018, over 17883.13 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3191, pruned_loss=0.08642, over 2466712.52 frames. utt_duration=1289 frames, utt_pad_proportion=0.04559, over 7661.24 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3088, pruned_loss=0.07544, over 2474677.04 frames. utt_duration=526.3 frames, utt_pad_proportion=0.0615, over 18860.35 utterances.], batch size: 70, lr: 5.74e-04
2022-08-23 04:09:39,022 INFO [train.py:927] (4/8) Epoch 5, batch 21850, giga_loss[loss=0.2759, simple_loss=0.3359, pruned_loss=0.108, over 12474.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03153, over 37.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.312, pruned_loss=0.07755, over 2473410.67 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05783, over 17353.09 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3184, pruned_loss=0.08591, over 2466828.35 frames. utt_duration=1295 frames, utt_pad_proportion=0.04444, over 7629.62 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3113, pruned_loss=0.07686, over 2474342.65 frames. utt_duration=537.4 frames, utt_pad_proportion=0.0596, over 18469.62 utterances.], batch size: 37, lr: 5.74e-04
2022-08-23 04:11:24,834 INFO [train.py:927] (4/8) Epoch 5, batch 21900, giga_loss[loss=0.3319, simple_loss=0.3733, pruned_loss=0.1452, over 12387.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1039, over 258.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3148, pruned_loss=0.07966, over 2474031.40 frames. utt_duration=556 frames, utt_pad_proportion=0.05892, over 17846.35 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3184, pruned_loss=0.08579, over 2466789.84 frames. utt_duration=1294 frames, utt_pad_proportion=0.044, over 7635.97 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3141, pruned_loss=0.07907, over 2474916.85 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06047, over 18895.90 utterances.], batch size: 258, lr: 5.74e-04
2022-08-23 04:13:12,970 INFO [train.py:927] (4/8) Epoch 5, batch 21950, giga_loss[loss=0.2375, simple_loss=0.3263, pruned_loss=0.07441, over 12388.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05167, over 161.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3152, pruned_loss=0.08021, over 2473762.05 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05885, over 17431.34 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3177, pruned_loss=0.0856, over 2466840.48 frames. utt_duration=1298 frames, utt_pad_proportion=0.04305, over 7610.07 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3152, pruned_loss=0.07974, over 2474678.71 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06069, over 18620.77 utterances.], batch size: 161, lr: 5.74e-04
2022-08-23 04:14:54,993 INFO [train.py:927] (4/8) Epoch 5, batch 22000, giga_loss[loss=0.2987, simple_loss=0.3556, pruned_loss=0.1209, over 12390.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07772, over 213.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3166, pruned_loss=0.08049, over 2474094.92 frames. utt_duration=579.3 frames, utt_pad_proportion=0.06118, over 17127.81 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.318, pruned_loss=0.08601, over 2466621.15 frames. utt_duration=1287 frames, utt_pad_proportion=0.04699, over 7677.99 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3163, pruned_loss=0.07964, over 2475134.06 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06108, over 18140.20 utterances.], batch size: 213, lr: 5.74e-04
2022-08-23 04:16:40,056 INFO [train.py:927] (4/8) Epoch 5, batch 22050, giga_loss[loss=0.202, simple_loss=0.2856, pruned_loss=0.05921, over 12221.00 frames. utt_duration=1042 frames, utt_pad_proportion=0.01925, over 47.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.316, pruned_loss=0.0798, over 2474338.89 frames. utt_duration=601.8 frames, utt_pad_proportion=0.05817, over 16488.22 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3181, pruned_loss=0.0861, over 2466675.25 frames. utt_duration=1287 frames, utt_pad_proportion=0.04662, over 7677.22 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3156, pruned_loss=0.07902, over 2475171.74 frames. utt_duration=571.8 frames, utt_pad_proportion=0.05842, over 17360.36 utterances.], batch size: 47, lr: 5.74e-04
2022-08-23 04:18:20,717 INFO [train.py:927] (4/8) Epoch 5, batch 22100, giga_loss[loss=0.2065, simple_loss=0.2934, pruned_loss=0.05975, over 12384.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03005, over 58.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3158, pruned_loss=0.08043, over 2474916.13 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05966, over 16363.09 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3188, pruned_loss=0.08661, over 2466943.36 frames. utt_duration=1282 frames, utt_pad_proportion=0.04646, over 7706.36 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3149, pruned_loss=0.07911, over 2475660.94 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06002, over 17353.89 utterances.], batch size: 58, lr: 5.73e-04
2022-08-23 04:20:03,222 INFO [train.py:927] (4/8) Epoch 5, batch 22150, giga_loss[loss=0.2395, simple_loss=0.3247, pruned_loss=0.0771, over 12394.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05099, over 161.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3157, pruned_loss=0.08045, over 2473747.12 frames. utt_duration=626 frames, utt_pad_proportion=0.05561, over 15843.82 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3186, pruned_loss=0.08655, over 2466894.90 frames. utt_duration=1281 frames, utt_pad_proportion=0.04642, over 7713.33 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.315, pruned_loss=0.0794, over 2474447.58 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05616, over 16688.59 utterances.], batch size: 161, lr: 5.73e-04
2022-08-23 04:21:43,058 INFO [train.py:927] (4/8) Epoch 5, batch 22200, giga_loss[loss=0.254, simple_loss=0.3237, pruned_loss=0.09209, over 12233.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02906, over 42.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3167, pruned_loss=0.08075, over 2473245.26 frames. utt_duration=636.5 frames, utt_pad_proportion=0.05519, over 15580.75 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3187, pruned_loss=0.08674, over 2467235.49 frames. utt_duration=1271 frames, utt_pad_proportion=0.05007, over 7771.02 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.316, pruned_loss=0.07952, over 2473739.22 frames. utt_duration=601.1 frames, utt_pad_proportion=0.05436, over 16502.06 utterances.], batch size: 42, lr: 5.73e-04
2022-08-23 04:23:26,019 INFO [train.py:927] (4/8) Epoch 5, batch 22250, giga_loss[loss=0.2217, simple_loss=0.3106, pruned_loss=0.0664, over 12406.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03933, over 40.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3162, pruned_loss=0.0799, over 2472669.40 frames. utt_duration=644.6 frames, utt_pad_proportion=0.05405, over 15379.70 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3188, pruned_loss=0.0868, over 2466948.64 frames. utt_duration=1262 frames, utt_pad_proportion=0.05353, over 7831.67 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3154, pruned_loss=0.07864, over 2473506.93 frames. utt_duration=608.5 frames, utt_pad_proportion=0.05181, over 16300.38 utterances.], batch size: 40, lr: 5.73e-04
2022-08-23 04:25:05,348 INFO [train.py:927] (4/8) Epoch 5, batch 22300, giga_loss[loss=0.2159, simple_loss=0.2903, pruned_loss=0.07071, over 12237.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02975, over 42.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3137, pruned_loss=0.07847, over 2472225.95 frames. utt_duration=652.9 frames, utt_pad_proportion=0.05071, over 15180.38 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3194, pruned_loss=0.08693, over 2466747.09 frames. utt_duration=1263 frames, utt_pad_proportion=0.05296, over 7820.30 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3125, pruned_loss=0.07725, over 2473140.71 frames. utt_duration=618.9 frames, utt_pad_proportion=0.04932, over 16021.65 utterances.], batch size: 42, lr: 5.73e-04
2022-08-23 04:26:46,213 INFO [train.py:927] (4/8) Epoch 5, batch 22350, libri_loss[loss=0.2384, simple_loss=0.3018, pruned_loss=0.08746, over 12342.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006374, over 33.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3112, pruned_loss=0.07759, over 2471564.97 frames. utt_duration=670.9 frames, utt_pad_proportion=0.04842, over 14769.52 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3196, pruned_loss=0.0873, over 2466852.22 frames. utt_duration=1266 frames, utt_pad_proportion=0.05197, over 7802.86 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.31, pruned_loss=0.07604, over 2472319.02 frames. utt_duration=634.3 frames, utt_pad_proportion=0.04782, over 15627.84 utterances.], batch size: 33, lr: 5.73e-04
2022-08-23 04:28:27,188 INFO [train.py:927] (4/8) Epoch 5, batch 22400, giga_loss[loss=0.2038, simple_loss=0.2788, pruned_loss=0.06434, over 12439.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.0414, over 31.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3088, pruned_loss=0.07735, over 2471788.16 frames. utt_duration=655.3 frames, utt_pad_proportion=0.05415, over 15123.10 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3193, pruned_loss=0.08724, over 2467198.67 frames. utt_duration=1269 frames, utt_pad_proportion=0.05073, over 7786.84 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3078, pruned_loss=0.07586, over 2472228.25 frames. utt_duration=617.1 frames, utt_pad_proportion=0.05396, over 16063.79 utterances.], batch size: 31, lr: 5.73e-04
2022-08-23 04:30:08,675 INFO [train.py:927] (4/8) Epoch 5, batch 22450, giga_loss[loss=0.2159, simple_loss=0.2933, pruned_loss=0.0692, over 12436.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05389, over 162.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3061, pruned_loss=0.077, over 2472158.77 frames. utt_duration=639.6 frames, utt_pad_proportion=0.05566, over 15496.61 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3193, pruned_loss=0.08759, over 2467448.44 frames. utt_duration=1273 frames, utt_pad_proportion=0.04978, over 7765.24 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3049, pruned_loss=0.07522, over 2472408.25 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05588, over 16472.37 utterances.], batch size: 162, lr: 5.73e-04
2022-08-23 04:31:49,370 INFO [train.py:927] (4/8) Epoch 5, batch 22500, giga_loss[loss=0.2178, simple_loss=0.2947, pruned_loss=0.07041, over 12388.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02719, over 66.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3045, pruned_loss=0.07656, over 2472751.61 frames. utt_duration=631.1 frames, utt_pad_proportion=0.05714, over 15711.08 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3196, pruned_loss=0.0878, over 2467873.83 frames. utt_duration=1267 frames, utt_pad_proportion=0.04994, over 7802.45 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3026, pruned_loss=0.07447, over 2472731.09 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05727, over 16786.76 utterances.], batch size: 66, lr: 5.73e-04
2022-08-23 04:33:29,441 INFO [train.py:927] (4/8) Epoch 5, batch 22550, giga_loss[loss=0.2358, simple_loss=0.3176, pruned_loss=0.07697, over 12391.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02631, over 91.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3052, pruned_loss=0.07592, over 2472203.01 frames. utt_duration=600.3 frames, utt_pad_proportion=0.06165, over 16514.76 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3201, pruned_loss=0.08796, over 2468041.82 frames. utt_duration=1268 frames, utt_pad_proportion=0.04955, over 7793.45 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3032, pruned_loss=0.07402, over 2472074.13 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06173, over 17444.10 utterances.], batch size: 91, lr: 5.72e-04
2022-08-23 04:35:10,192 INFO [train.py:927] (4/8) Epoch 5, batch 22600, giga_loss[loss=0.2153, simple_loss=0.309, pruned_loss=0.06082, over 12318.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02842, over 74.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3072, pruned_loss=0.07616, over 2472356.55 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05992, over 17262.94 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3204, pruned_loss=0.08783, over 2467759.22 frames. utt_duration=1271 frames, utt_pad_proportion=0.04881, over 7778.63 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3051, pruned_loss=0.07457, over 2472599.77 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06042, over 18173.34 utterances.], batch size: 74, lr: 5.72e-04
2022-08-23 04:36:48,812 INFO [train.py:927] (4/8) Epoch 5, batch 22650, giga_loss[loss=0.1975, simple_loss=0.2864, pruned_loss=0.05435, over 12352.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03322, over 104.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3063, pruned_loss=0.07462, over 2473672.75 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06337, over 18160.10 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3206, pruned_loss=0.08791, over 2468001.70 frames. utt_duration=1271 frames, utt_pad_proportion=0.04811, over 7776.03 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3042, pruned_loss=0.07304, over 2473738.47 frames. utt_duration=520 frames, utt_pad_proportion=0.06403, over 19082.68 utterances.], batch size: 104, lr: 5.72e-04
2022-08-23 04:38:29,283 INFO [train.py:927] (4/8) Epoch 5, batch 22700, libri_loss[loss=0.2306, simple_loss=0.3195, pruned_loss=0.07086, over 12319.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004701, over 35.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3064, pruned_loss=0.07428, over 2473096.37 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06115, over 17615.22 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3212, pruned_loss=0.08797, over 2467956.90 frames. utt_duration=1269 frames, utt_pad_proportion=0.04813, over 7789.35 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3038, pruned_loss=0.07266, over 2473336.24 frames. utt_duration=534 frames, utt_pad_proportion=0.06192, over 18577.94 utterances.], batch size: 35, lr: 5.72e-04
2022-08-23 04:40:12,753 INFO [train.py:927] (4/8) Epoch 5, batch 22750, giga_loss[loss=0.2009, simple_loss=0.2901, pruned_loss=0.05588, over 12435.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.03977, over 26.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3078, pruned_loss=0.07506, over 2472755.17 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06086, over 17329.55 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3211, pruned_loss=0.08792, over 2467940.43 frames. utt_duration=1268 frames, utt_pad_proportion=0.04806, over 7797.47 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3056, pruned_loss=0.07357, over 2473046.50 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06165, over 18265.70 utterances.], batch size: 26, lr: 5.72e-04
2022-08-23 04:41:52,942 INFO [train.py:927] (4/8) Epoch 5, batch 22800, giga_loss[loss=0.256, simple_loss=0.3429, pruned_loss=0.08453, over 12389.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.02668, over 66.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3094, pruned_loss=0.07631, over 2472415.24 frames. utt_duration=582.5 frames, utt_pad_proportion=0.06258, over 17022.81 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3209, pruned_loss=0.08806, over 2467710.31 frames. utt_duration=1254 frames, utt_pad_proportion=0.05263, over 7880.45 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3072, pruned_loss=0.07439, over 2473054.61 frames. utt_duration=547 frames, utt_pad_proportion=0.0615, over 18134.14 utterances.], batch size: 66, lr: 5.72e-04
2022-08-23 04:43:33,425 INFO [train.py:927] (4/8) Epoch 5, batch 22850, giga_loss[loss=0.2656, simple_loss=0.34, pruned_loss=0.09556, over 12377.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3096, pruned_loss=0.07613, over 2472928.20 frames. utt_duration=595.4 frames, utt_pad_proportion=0.05943, over 16656.82 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3209, pruned_loss=0.088, over 2467794.99 frames. utt_duration=1255 frames, utt_pad_proportion=0.05215, over 7875.19 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3078, pruned_loss=0.07452, over 2473429.28 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05897, over 17661.74 utterances.], batch size: 91, lr: 5.72e-04
2022-08-23 04:45:16,535 INFO [train.py:927] (4/8) Epoch 5, batch 22900, giga_loss[loss=0.2257, simple_loss=0.2983, pruned_loss=0.07656, over 12344.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03414, over 51.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3091, pruned_loss=0.0755, over 2472651.12 frames. utt_duration=609.6 frames, utt_pad_proportion=0.0548, over 16264.83 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3206, pruned_loss=0.08791, over 2467826.42 frames. utt_duration=1259 frames, utt_pad_proportion=0.05118, over 7851.56 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3075, pruned_loss=0.07402, over 2473141.83 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05511, over 17275.83 utterances.], batch size: 51, lr: 5.72e-04
2022-08-23 04:46:58,171 INFO [train.py:927] (4/8) Epoch 5, batch 22950, giga_loss[loss=0.197, simple_loss=0.2863, pruned_loss=0.05387, over 12387.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04382, over 26.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3072, pruned_loss=0.0748, over 2474072.26 frames. utt_duration=614.9 frames, utt_pad_proportion=0.05777, over 16135.03 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3216, pruned_loss=0.08849, over 2468200.87 frames. utt_duration=1234 frames, utt_pad_proportion=0.05881, over 8007.93 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3048, pruned_loss=0.07273, over 2474291.95 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05466, over 17035.28 utterances.], batch size: 26, lr: 5.72e-04
2022-08-23 04:48:39,183 INFO [train.py:927] (4/8) Epoch 5, batch 23000, giga_loss[loss=0.2469, simple_loss=0.3371, pruned_loss=0.07841, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05372, over 162.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3067, pruned_loss=0.07397, over 2473438.24 frames. utt_duration=597 frames, utt_pad_proportion=0.05635, over 16614.48 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.321, pruned_loss=0.08825, over 2467934.69 frames. utt_duration=1239 frames, utt_pad_proportion=0.05757, over 7976.07 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3048, pruned_loss=0.07216, over 2474013.71 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05449, over 17587.01 utterances.], batch size: 162, lr: 5.71e-04
2022-08-23 04:50:20,102 INFO [train.py:927] (4/8) Epoch 5, batch 23050, giga_loss[loss=0.2054, simple_loss=0.2944, pruned_loss=0.05823, over 12411.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03779, over 123.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3067, pruned_loss=0.07343, over 2474173.14 frames. utt_duration=614.2 frames, utt_pad_proportion=0.05224, over 16151.98 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3207, pruned_loss=0.0882, over 2468389.25 frames. utt_duration=1243 frames, utt_pad_proportion=0.05637, over 7953.12 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3051, pruned_loss=0.07155, over 2474392.32 frames. utt_duration=576.3 frames, utt_pad_proportion=0.0514, over 17220.05 utterances.], batch size: 123, lr: 5.71e-04
2022-08-23 04:52:00,162 INFO [train.py:927] (4/8) Epoch 5, batch 23100, giga_loss[loss=0.2209, simple_loss=0.2922, pruned_loss=0.07483, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02784, over 48.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3062, pruned_loss=0.07453, over 2474443.21 frames. utt_duration=596.9 frames, utt_pad_proportion=0.05317, over 16623.47 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3207, pruned_loss=0.08834, over 2468325.01 frames. utt_duration=1233 frames, utt_pad_proportion=0.05969, over 8016.63 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3048, pruned_loss=0.07281, over 2474723.85 frames. utt_duration=567.7 frames, utt_pad_proportion=0.05109, over 17482.46 utterances.], batch size: 48, lr: 5.71e-04
2022-08-23 04:53:44,636 INFO [train.py:927] (4/8) Epoch 5, batch 23150, giga_loss[loss=0.2447, simple_loss=0.3237, pruned_loss=0.08285, over 12381.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06435, over 183.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3053, pruned_loss=0.07519, over 2475090.54 frames. utt_duration=576.5 frames, utt_pad_proportion=0.052, over 17218.35 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3211, pruned_loss=0.0884, over 2468462.38 frames. utt_duration=1234 frames, utt_pad_proportion=0.05945, over 8013.55 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3037, pruned_loss=0.07373, over 2475215.93 frames. utt_duration=553.6 frames, utt_pad_proportion=0.05054, over 17932.32 utterances.], batch size: 183, lr: 5.71e-04
2022-08-23 04:55:24,502 INFO [train.py:927] (4/8) Epoch 5, batch 23200, giga_loss[loss=0.1861, simple_loss=0.2736, pruned_loss=0.04926, over 12311.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03495, over 51.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3037, pruned_loss=0.07491, over 2474407.86 frames. utt_duration=579.5 frames, utt_pad_proportion=0.05456, over 17122.89 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3218, pruned_loss=0.08855, over 2468733.09 frames. utt_duration=1232 frames, utt_pad_proportion=0.05957, over 8025.27 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3016, pruned_loss=0.07343, over 2474333.22 frames. utt_duration=557.3 frames, utt_pad_proportion=0.0532, over 17806.24 utterances.], batch size: 51, lr: 5.71e-04
2022-08-23 04:57:03,525 INFO [train.py:927] (4/8) Epoch 5, batch 23250, libri_loss[loss=0.3339, simple_loss=0.3831, pruned_loss=0.1423, over 12400.00 frames. utt_duration=401.5 frames, utt_pad_proportion=0.3746, over 124.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.2999, pruned_loss=0.07327, over 2474225.63 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05408, over 16727.75 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3224, pruned_loss=0.08902, over 2468953.04 frames. utt_duration=1219 frames, utt_pad_proportion=0.06403, over 8111.85 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.2974, pruned_loss=0.07143, over 2474031.31 frames. utt_duration=573.3 frames, utt_pad_proportion=0.0508, over 17305.52 utterances.], batch size: 124, lr: 5.71e-04
2022-08-23 04:58:42,416 INFO [train.py:927] (4/8) Epoch 5, batch 23300, libri_loss[loss=0.2363, simple_loss=0.2956, pruned_loss=0.08848, over 12456.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005225, over 32.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3004, pruned_loss=0.07333, over 2474657.83 frames. utt_duration=586.7 frames, utt_pad_proportion=0.054, over 16914.88 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3224, pruned_loss=0.08903, over 2468988.14 frames. utt_duration=1219 frames, utt_pad_proportion=0.0644, over 8114.98 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.2981, pruned_loss=0.07164, over 2474545.68 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05124, over 17493.11 utterances.], batch size: 32, lr: 5.71e-04
2022-08-23 05:00:25,454 INFO [train.py:927] (4/8) Epoch 5, batch 23350, giga_loss[loss=0.243, simple_loss=0.3101, pruned_loss=0.08799, over 12434.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03488, over 40.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3027, pruned_loss=0.07363, over 2474213.41 frames. utt_duration=575 frames, utt_pad_proportion=0.0532, over 17256.12 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3223, pruned_loss=0.08889, over 2468930.20 frames. utt_duration=1220 frames, utt_pad_proportion=0.06417, over 8106.41 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3009, pruned_loss=0.07236, over 2474195.67 frames. utt_duration=559 frames, utt_pad_proportion=0.05116, over 17751.50 utterances.], batch size: 40, lr: 5.71e-04
2022-08-23 05:02:06,923 INFO [train.py:927] (4/8) Epoch 5, batch 23400, giga_loss[loss=0.2243, simple_loss=0.3115, pruned_loss=0.06857, over 12350.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02867, over 66.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3064, pruned_loss=0.07546, over 2474069.73 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05226, over 17232.58 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3222, pruned_loss=0.0887, over 2468996.18 frames. utt_duration=1225 frames, utt_pad_proportion=0.06253, over 8070.27 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3045, pruned_loss=0.07416, over 2474150.88 frames. utt_duration=552.7 frames, utt_pad_proportion=0.0512, over 17954.27 utterances.], batch size: 66, lr: 5.71e-04
2022-08-23 05:03:54,209 INFO [train.py:927] (4/8) Epoch 5, batch 23450, giga_loss[loss=0.2491, simple_loss=0.3207, pruned_loss=0.08881, over 12371.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04531, over 26.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3161, pruned_loss=0.08355, over 2474212.64 frames. utt_duration=571.8 frames, utt_pad_proportion=0.05646, over 17353.04 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.323, pruned_loss=0.0888, over 2468919.08 frames. utt_duration=1230 frames, utt_pad_proportion=0.06166, over 8036.11 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3136, pruned_loss=0.0823, over 2474454.68 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05581, over 18135.18 utterances.], batch size: 26, lr: 5.70e-04
2022-08-23 05:05:37,748 INFO [train.py:927] (4/8) Epoch 5, batch 23500, giga_loss[loss=0.3407, simple_loss=0.3846, pruned_loss=0.1484, over 12375.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.324, pruned_loss=0.08916, over 2473945.73 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06366, over 18588.90 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3234, pruned_loss=0.08898, over 2468847.61 frames. utt_duration=1228 frames, utt_pad_proportion=0.06129, over 8049.33 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3216, pruned_loss=0.08795, over 2474314.83 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06294, over 19413.25 utterances.], batch size: 258, lr: 5.70e-04
2022-08-23 05:07:23,691 INFO [train.py:927] (4/8) Epoch 5, batch 23550, libri_loss[loss=0.2207, simple_loss=0.2903, pruned_loss=0.07559, over 12206.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.008986, over 29.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3297, pruned_loss=0.09368, over 2474157.41 frames. utt_duration=538 frames, utt_pad_proportion=0.06297, over 18446.05 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3232, pruned_loss=0.08883, over 2469051.54 frames. utt_duration=1233 frames, utt_pad_proportion=0.05994, over 8018.04 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3282, pruned_loss=0.09295, over 2474427.98 frames. utt_duration=511 frames, utt_pad_proportion=0.06293, over 19427.54 utterances.], batch size: 29, lr: 5.70e-04
2022-08-23 05:09:08,294 INFO [train.py:927] (4/8) Epoch 5, batch 23600, giga_loss[loss=0.3384, simple_loss=0.3804, pruned_loss=0.1481, over 12380.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07868, over 213.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.334, pruned_loss=0.09762, over 2474393.44 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06353, over 18736.18 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3232, pruned_loss=0.08894, over 2469162.43 frames. utt_duration=1235 frames, utt_pad_proportion=0.05905, over 8004.72 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3329, pruned_loss=0.09705, over 2474599.84 frames. utt_duration=503.8 frames, utt_pad_proportion=0.0638, over 19704.77 utterances.], batch size: 213, lr: 5.70e-04
2022-08-23 05:10:56,236 INFO [train.py:927] (4/8) Epoch 5, batch 23650, giga_loss[loss=0.3506, simple_loss=0.3932, pruned_loss=0.154, over 12377.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06492, over 183.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3398, pruned_loss=0.1032, over 2475016.27 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06266, over 19704.57 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3233, pruned_loss=0.08894, over 2469229.41 frames. utt_duration=1233 frames, utt_pad_proportion=0.05923, over 8020.40 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.339, pruned_loss=0.1029, over 2475207.56 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06286, over 20611.00 utterances.], batch size: 183, lr: 5.70e-04
2022-08-23 05:12:48,367 INFO [train.py:927] (4/8) Epoch 5, batch 23700, giga_loss[loss=0.2806, simple_loss=0.3406, pruned_loss=0.1103, over 12313.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03585, over 51.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3464, pruned_loss=0.1095, over 2475180.42 frames. utt_duration=463.9 frames, utt_pad_proportion=0.06685, over 21408.62 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3236, pruned_loss=0.08915, over 2469090.41 frames. utt_duration=1235 frames, utt_pad_proportion=0.05878, over 8009.21 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3458, pruned_loss=0.1092, over 2475498.69 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06701, over 22237.89 utterances.], batch size: 51, lr: 5.70e-04
2022-08-23 05:14:34,676 INFO [train.py:927] (4/8) Epoch 5, batch 23750, giga_loss[loss=0.3013, simple_loss=0.3639, pruned_loss=0.1194, over 12393.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05715, over 162.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3458, pruned_loss=0.1098, over 2476015.50 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07134, over 21828.74 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3237, pruned_loss=0.08933, over 2469136.65 frames. utt_duration=1235 frames, utt_pad_proportion=0.05835, over 8008.14 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3453, pruned_loss=0.1096, over 2476275.32 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07151, over 22603.52 utterances.], batch size: 162, lr: 5.70e-04
2022-08-23 05:16:18,436 INFO [train.py:927] (4/8) Epoch 5, batch 23800, giga_loss[loss=0.271, simple_loss=0.3345, pruned_loss=0.1037, over 12307.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02615, over 45.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3468, pruned_loss=0.11, over 2476351.34 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07876, over 22508.27 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3241, pruned_loss=0.08978, over 2469328.94 frames. utt_duration=1212 frames, utt_pad_proportion=0.06667, over 8159.72 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3464, pruned_loss=0.1096, over 2476475.49 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07619, over 23165.97 utterances.], batch size: 45, lr: 5.70e-04
2022-08-23 05:18:03,579 INFO [train.py:927] (4/8) Epoch 5, batch 23850, giga_loss[loss=0.2422, simple_loss=0.3228, pruned_loss=0.08084, over 12423.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03012, over 80.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3453, pruned_loss=0.1085, over 2476112.48 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07874, over 22531.52 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3237, pruned_loss=0.08953, over 2469859.36 frames. utt_duration=1218 frames, utt_pad_proportion=0.06479, over 8123.86 utterances.], giga_tot_loss[loss=0.2824, simple_loss=0.3463, pruned_loss=0.1092, over 2475940.88 frames. utt_duration=420.2 frames, utt_pad_proportion=0.07749, over 23650.62 utterances.], batch size: 80, lr: 5.70e-04
2022-08-23 05:19:52,958 INFO [train.py:927] (4/8) Epoch 5, batch 23900, giga_loss[loss=0.2441, simple_loss=0.3275, pruned_loss=0.08034, over 12449.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03156, over 75.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.344, pruned_loss=0.1057, over 2475136.98 frames. utt_duration=434.8 frames, utt_pad_proportion=0.08272, over 22847.67 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3239, pruned_loss=0.08977, over 2470056.53 frames. utt_duration=1196 frames, utt_pad_proportion=0.07291, over 8273.26 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.345, pruned_loss=0.1065, over 2474939.88 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07931, over 23931.30 utterances.], batch size: 75, lr: 5.69e-04
2022-08-23 05:21:37,872 INFO [train.py:927] (4/8) Epoch 5, batch 23950, giga_loss[loss=0.2496, simple_loss=0.3252, pruned_loss=0.08694, over 12419.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02714, over 62.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3403, pruned_loss=0.1028, over 2475073.20 frames. utt_duration=437.4 frames, utt_pad_proportion=0.0836, over 22712.21 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.323, pruned_loss=0.08933, over 2470308.32 frames. utt_duration=1187 frames, utt_pad_proportion=0.07615, over 8333.96 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3425, pruned_loss=0.1044, over 2474866.78 frames. utt_duration=413 frames, utt_pad_proportion=0.08001, over 24053.51 utterances.], batch size: 62, lr: 5.69e-04
2022-08-23 05:23:20,037 INFO [train.py:927] (4/8) Epoch 5, batch 24000, giga_loss[loss=0.2139, simple_loss=0.3028, pruned_loss=0.06257, over 12409.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04425, over 26.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3371, pruned_loss=0.1001, over 2474944.16 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07796, over 22126.21 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3223, pruned_loss=0.08888, over 2469725.27 frames. utt_duration=1191 frames, utt_pad_proportion=0.07479, over 8305.09 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3399, pruned_loss=0.1021, over 2475408.01 frames. utt_duration=421.2 frames, utt_pad_proportion=0.07582, over 23588.92 utterances.], batch size: 26, lr: 5.69e-04
2022-08-23 05:23:20,038 INFO [train.py:958] (4/8) Computing validation loss
2022-08-23 05:23:34,702 INFO [train.py:967] (4/8) Epoch 5, validation: loss=0.1896, simple_loss=0.2996, pruned_loss=0.03985, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 05:25:28,154 INFO [train.py:927] (4/8) Epoch 5, batch 24050, giga_loss[loss=0.3163, simple_loss=0.3603, pruned_loss=0.1362, over 12369.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.336, pruned_loss=0.09855, over 2474810.82 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07253, over 21535.35 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3224, pruned_loss=0.08863, over 2469247.15 frames. utt_duration=1194 frames, utt_pad_proportion=0.07368, over 8280.12 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3384, pruned_loss=0.1005, over 2475707.96 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07144, over 22953.75 utterances.], batch size: 258, lr: 5.69e-04
2022-08-23 05:27:11,287 INFO [train.py:927] (4/8) Epoch 5, batch 24100, giga_loss[loss=0.2739, simple_loss=0.3498, pruned_loss=0.09902, over 12422.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.0295, over 122.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3377, pruned_loss=0.09709, over 2474714.07 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07139, over 21378.56 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3232, pruned_loss=0.08899, over 2469121.28 frames. utt_duration=1198 frames, utt_pad_proportion=0.07229, over 8252.33 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3392, pruned_loss=0.09855, over 2475659.25 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07101, over 22828.91 utterances.], batch size: 122, lr: 5.69e-04
2022-08-23 05:28:56,921 INFO [train.py:927] (4/8) Epoch 5, batch 24150, giga_loss[loss=0.2706, simple_loss=0.345, pruned_loss=0.09812, over 12367.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3365, pruned_loss=0.09626, over 2475339.40 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06829, over 20687.38 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3231, pruned_loss=0.08893, over 2468993.15 frames. utt_duration=1201 frames, utt_pad_proportion=0.07178, over 8233.86 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3379, pruned_loss=0.09752, over 2476226.65 frames. utt_duration=452.7 frames, utt_pad_proportion=0.06831, over 21951.83 utterances.], batch size: 70, lr: 5.69e-04
2022-08-23 05:30:43,080 INFO [train.py:927] (4/8) Epoch 5, batch 24200, giga_loss[loss=0.2533, simple_loss=0.3235, pruned_loss=0.09157, over 12404.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3341, pruned_loss=0.09538, over 2475315.77 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06557, over 19991.77 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3228, pruned_loss=0.08883, over 2469151.60 frames. utt_duration=1204 frames, utt_pad_proportion=0.07129, over 8214.58 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3355, pruned_loss=0.09651, over 2475933.86 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06588, over 21108.13 utterances.], batch size: 146, lr: 5.69e-04
2022-08-23 05:32:32,269 INFO [train.py:927] (4/8) Epoch 5, batch 24250, giga_loss[loss=0.2341, simple_loss=0.3074, pruned_loss=0.08041, over 12428.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04163, over 146.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.333, pruned_loss=0.0942, over 2475929.66 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06402, over 19501.98 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3232, pruned_loss=0.08894, over 2469400.93 frames. utt_duration=1206 frames, utt_pad_proportion=0.07047, over 8200.45 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.334, pruned_loss=0.09509, over 2476285.11 frames. utt_duration=483.5 frames, utt_pad_proportion=0.0646, over 20546.41 utterances.], batch size: 146, lr: 5.69e-04
2022-08-23 05:34:14,155 INFO [train.py:927] (4/8) Epoch 5, batch 24300, giga_loss[loss=0.271, simple_loss=0.3425, pruned_loss=0.09976, over 12339.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3325, pruned_loss=0.09289, over 2475416.93 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06291, over 19460.70 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.323, pruned_loss=0.08888, over 2469229.28 frames. utt_duration=1209 frames, utt_pad_proportion=0.06999, over 8180.51 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3335, pruned_loss=0.09369, over 2475911.96 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06356, over 20400.33 utterances.], batch size: 62, lr: 5.69e-04
2022-08-23 05:35:58,611 INFO [train.py:927] (4/8) Epoch 5, batch 24350, giga_loss[loss=0.2713, simple_loss=0.3494, pruned_loss=0.09663, over 12382.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03286, over 122.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.33, pruned_loss=0.09207, over 2475173.83 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06555, over 19481.90 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3222, pruned_loss=0.08849, over 2469205.76 frames. utt_duration=1214 frames, utt_pad_proportion=0.0685, over 8145.74 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3318, pruned_loss=0.09321, over 2475819.91 frames. utt_duration=479.7 frames, utt_pad_proportion=0.06635, over 20708.26 utterances.], batch size: 122, lr: 5.68e-04
2022-08-23 05:37:40,190 INFO [train.py:927] (4/8) Epoch 5, batch 24400, giga_loss[loss=0.2367, simple_loss=0.3112, pruned_loss=0.08112, over 12456.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03642, over 105.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3287, pruned_loss=0.09209, over 2474590.66 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06888, over 19288.53 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.322, pruned_loss=0.08822, over 2468935.72 frames. utt_duration=1205 frames, utt_pad_proportion=0.07107, over 8207.59 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3308, pruned_loss=0.09346, over 2475628.83 frames. utt_duration=476.6 frames, utt_pad_proportion=0.06831, over 20839.84 utterances.], batch size: 105, lr: 5.68e-04
2022-08-23 05:39:24,493 INFO [train.py:927] (4/8) Epoch 5, batch 24450, giga_loss[loss=0.2028, simple_loss=0.2824, pruned_loss=0.0616, over 12349.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02998, over 70.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3261, pruned_loss=0.09142, over 2474570.42 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07234, over 19313.73 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3217, pruned_loss=0.08806, over 2468963.27 frames. utt_duration=1203 frames, utt_pad_proportion=0.07063, over 8221.26 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3281, pruned_loss=0.09276, over 2475533.01 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07177, over 20837.95 utterances.], batch size: 70, lr: 5.68e-04
2022-08-23 05:41:09,382 INFO [train.py:927] (4/8) Epoch 5, batch 24500, giga_loss[loss=0.278, simple_loss=0.3457, pruned_loss=0.1051, over 12408.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.0377, over 113.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3251, pruned_loss=0.09111, over 2474738.20 frames. utt_duration=503 frames, utt_pad_proportion=0.07415, over 19737.13 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3218, pruned_loss=0.08804, over 2468841.96 frames. utt_duration=1201 frames, utt_pad_proportion=0.07054, over 8231.74 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3268, pruned_loss=0.09225, over 2475683.87 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07363, over 21079.14 utterances.], batch size: 113, lr: 5.68e-04
2022-08-23 05:42:53,150 INFO [train.py:927] (4/8) Epoch 5, batch 24550, libri_loss[loss=0.4088, simple_loss=0.5792, pruned_loss=0.1192, over 12145.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.006029, over 35.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3263, pruned_loss=0.0896, over 2474570.77 frames. utt_duration=521.5 frames, utt_pad_proportion=0.0675, over 19033.08 utterances.], libri_tot_loss[loss=0.2497, simple_loss=0.3232, pruned_loss=0.0881, over 2468842.40 frames. utt_duration=1201 frames, utt_pad_proportion=0.07038, over 8234.21 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3263, pruned_loss=0.09046, over 2475454.80 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06753, over 20294.92 utterances.], batch size: 35, lr: 5.68e-04
2022-08-23 05:44:35,752 INFO [train.py:927] (4/8) Epoch 5, batch 24600, giga_loss[loss=0.2428, simple_loss=0.322, pruned_loss=0.08184, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0272, over 45.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3281, pruned_loss=0.08992, over 2473986.67 frames. utt_duration=520.5 frames, utt_pad_proportion=0.07158, over 19063.61 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3245, pruned_loss=0.08831, over 2468834.34 frames. utt_duration=1193 frames, utt_pad_proportion=0.07331, over 8288.89 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3271, pruned_loss=0.09052, over 2474875.22 frames. utt_duration=487.2 frames, utt_pad_proportion=0.0705, over 20378.39 utterances.], batch size: 45, lr: 5.68e-04
2022-08-23 05:46:23,347 INFO [train.py:927] (4/8) Epoch 5, batch 24650, giga_loss[loss=0.3016, simple_loss=0.3567, pruned_loss=0.1233, over 12420.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04221, over 146.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3293, pruned_loss=0.09167, over 2474098.13 frames. utt_duration=516.7 frames, utt_pad_proportion=0.0728, over 19208.60 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3247, pruned_loss=0.08856, over 2468729.17 frames. utt_duration=1184 frames, utt_pad_proportion=0.07654, over 8348.31 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3283, pruned_loss=0.09194, over 2474960.47 frames. utt_duration=487.3 frames, utt_pad_proportion=0.0706, over 20377.13 utterances.], batch size: 146, lr: 5.68e-04
2022-08-23 05:48:07,774 INFO [train.py:927] (4/8) Epoch 5, batch 24700, giga_loss[loss=0.2839, simple_loss=0.3449, pruned_loss=0.1114, over 12373.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05238, over 161.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3307, pruned_loss=0.09458, over 2474119.84 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07574, over 19981.61 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3246, pruned_loss=0.08854, over 2468741.68 frames. utt_duration=1183 frames, utt_pad_proportion=0.07653, over 8355.04 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3302, pruned_loss=0.09488, over 2474856.00 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07385, over 21046.69 utterances.], batch size: 161, lr: 5.68e-04
2022-08-23 05:49:51,806 INFO [train.py:927] (4/8) Epoch 5, batch 24750, giga_loss[loss=0.2179, simple_loss=0.2911, pruned_loss=0.07236, over 12473.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03504, over 43.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3299, pruned_loss=0.09461, over 2473980.83 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07917, over 20510.58 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3242, pruned_loss=0.08847, over 2468713.12 frames. utt_duration=1184 frames, utt_pad_proportion=0.07563, over 8348.20 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.33, pruned_loss=0.09512, over 2474758.90 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07788, over 21750.40 utterances.], batch size: 43, lr: 5.68e-04
2022-08-23 05:51:32,059 INFO [train.py:927] (4/8) Epoch 5, batch 24800, giga_loss[loss=0.3062, simple_loss=0.3542, pruned_loss=0.1291, over 12380.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3293, pruned_loss=0.0933, over 2473335.52 frames. utt_duration=489 frames, utt_pad_proportion=0.07891, over 20294.78 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3238, pruned_loss=0.08838, over 2468628.34 frames. utt_duration=1191 frames, utt_pad_proportion=0.07351, over 8303.89 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3299, pruned_loss=0.09399, over 2474245.07 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07867, over 21764.73 utterances.], batch size: 259, lr: 5.67e-04
2022-08-23 05:53:20,919 INFO [train.py:927] (4/8) Epoch 5, batch 24850, giga_loss[loss=0.2494, simple_loss=0.318, pruned_loss=0.09046, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.0296, over 80.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3279, pruned_loss=0.09227, over 2473834.40 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07718, over 20536.42 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3246, pruned_loss=0.08855, over 2468598.22 frames. utt_duration=1179 frames, utt_pad_proportion=0.07705, over 8384.26 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3277, pruned_loss=0.09271, over 2474636.75 frames. utt_duration=456 frames, utt_pad_proportion=0.07579, over 21777.62 utterances.], batch size: 80, lr: 5.67e-04
2022-08-23 05:55:05,741 INFO [train.py:927] (4/8) Epoch 5, batch 24900, giga_loss[loss=0.2974, simple_loss=0.3617, pruned_loss=0.1166, over 12287.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02596, over 54.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3274, pruned_loss=0.09231, over 2474024.23 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07504, over 20484.53 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.325, pruned_loss=0.08863, over 2468403.23 frames. utt_duration=1180 frames, utt_pad_proportion=0.07675, over 8377.34 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3269, pruned_loss=0.09259, over 2474871.77 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07415, over 21521.83 utterances.], batch size: 54, lr: 5.67e-04
2022-08-23 05:56:52,246 INFO [train.py:927] (4/8) Epoch 5, batch 24950, giga_loss[loss=0.2354, simple_loss=0.3229, pruned_loss=0.07396, over 12239.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03642, over 28.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3312, pruned_loss=0.09318, over 2473354.49 frames. utt_duration=505.4 frames, utt_pad_proportion=0.07124, over 19634.01 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3251, pruned_loss=0.08863, over 2468450.00 frames. utt_duration=1182 frames, utt_pad_proportion=0.07502, over 8361.98 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3309, pruned_loss=0.09361, over 2474236.85 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07129, over 21027.38 utterances.], batch size: 28, lr: 5.67e-04
2022-08-23 05:58:35,319 INFO [train.py:927] (4/8) Epoch 5, batch 25000, giga_loss[loss=0.2456, simple_loss=0.3229, pruned_loss=0.0842, over 12270.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02756, over 54.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3325, pruned_loss=0.09313, over 2473741.21 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06843, over 19780.97 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3249, pruned_loss=0.08861, over 2468455.18 frames. utt_duration=1184 frames, utt_pad_proportion=0.07469, over 8350.64 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3325, pruned_loss=0.09355, over 2474494.57 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06874, over 21047.21 utterances.], batch size: 54, lr: 5.67e-04
2022-08-23 06:00:19,920 INFO [train.py:927] (4/8) Epoch 5, batch 25050, giga_loss[loss=0.253, simple_loss=0.3217, pruned_loss=0.09215, over 12378.00 frames. utt_duration=855 frames, utt_pad_proportion=0.02837, over 58.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.334, pruned_loss=0.09512, over 2474245.86 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07713, over 20431.22 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.325, pruned_loss=0.08885, over 2468638.58 frames. utt_duration=1172 frames, utt_pad_proportion=0.07885, over 8439.23 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3341, pruned_loss=0.0953, over 2474755.07 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07543, over 21499.84 utterances.], batch size: 58, lr: 5.67e-04
2022-08-23 06:02:05,114 INFO [train.py:927] (4/8) Epoch 5, batch 25100, giga_loss[loss=0.2724, simple_loss=0.3342, pruned_loss=0.1053, over 12352.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02926, over 91.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3331, pruned_loss=0.09577, over 2473806.39 frames. utt_duration=484.4 frames, utt_pad_proportion=0.0819, over 20491.34 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3251, pruned_loss=0.08908, over 2468903.68 frames. utt_duration=1167 frames, utt_pad_proportion=0.08067, over 8471.59 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3333, pruned_loss=0.09592, over 2474163.62 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07957, over 21703.77 utterances.], batch size: 91, lr: 5.67e-04
2022-08-23 06:03:54,031 INFO [train.py:927] (4/8) Epoch 5, batch 25150, giga_loss[loss=0.2461, simple_loss=0.3169, pruned_loss=0.0876, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02617, over 48.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3328, pruned_loss=0.09664, over 2474403.79 frames. utt_duration=495.2 frames, utt_pad_proportion=0.0806, over 20047.45 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3256, pruned_loss=0.08965, over 2469193.91 frames. utt_duration=1151 frames, utt_pad_proportion=0.08619, over 8594.15 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3328, pruned_loss=0.09647, over 2474615.28 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07674, over 21287.51 utterances.], batch size: 48, lr: 5.67e-04
2022-08-23 06:05:37,039 INFO [train.py:927] (4/8) Epoch 5, batch 25200, giga_loss[loss=0.2421, simple_loss=0.3176, pruned_loss=0.08335, over 12371.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0275, over 91.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3314, pruned_loss=0.09602, over 2474592.28 frames. utt_duration=501 frames, utt_pad_proportion=0.07759, over 19815.20 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3251, pruned_loss=0.08942, over 2469009.08 frames. utt_duration=1157 frames, utt_pad_proportion=0.08464, over 8548.71 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3321, pruned_loss=0.09626, over 2475063.20 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07519, over 21108.96 utterances.], batch size: 91, lr: 5.67e-04
2022-08-23 06:07:20,239 INFO [train.py:927] (4/8) Epoch 5, batch 25250, giga_loss[loss=0.2881, simple_loss=0.3497, pruned_loss=0.1132, over 12389.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06984, over 211.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3293, pruned_loss=0.09464, over 2474556.97 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07365, over 19343.26 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3248, pruned_loss=0.08924, over 2468941.51 frames. utt_duration=1157 frames, utt_pad_proportion=0.08411, over 8547.99 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3301, pruned_loss=0.09511, over 2475098.22 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07204, over 20573.96 utterances.], batch size: 211, lr: 5.66e-04
2022-08-23 06:09:02,196 INFO [train.py:927] (4/8) Epoch 5, batch 25300, giga_loss[loss=0.2304, simple_loss=0.3121, pruned_loss=0.0744, over 12427.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04399, over 34.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3301, pruned_loss=0.09477, over 2474604.78 frames. utt_duration=501.8 frames, utt_pad_proportion=0.0753, over 19785.26 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3247, pruned_loss=0.08914, over 2469065.54 frames. utt_duration=1158 frames, utt_pad_proportion=0.08313, over 8537.07 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.331, pruned_loss=0.09535, over 2475066.02 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07423, over 21014.45 utterances.], batch size: 34, lr: 5.66e-04
2022-08-23 06:10:49,071 INFO [train.py:927] (4/8) Epoch 5, batch 25350, giga_loss[loss=0.2324, simple_loss=0.3225, pruned_loss=0.07118, over 12275.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02952, over 45.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3295, pruned_loss=0.09434, over 2474345.00 frames. utt_duration=518.3 frames, utt_pad_proportion=0.07194, over 19149.55 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3245, pruned_loss=0.08898, over 2468818.37 frames. utt_duration=1162 frames, utt_pad_proportion=0.08269, over 8512.74 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3304, pruned_loss=0.09497, over 2474951.90 frames. utt_duration=491 frames, utt_pad_proportion=0.07137, over 20225.27 utterances.], batch size: 45, lr: 5.66e-04
2022-08-23 06:12:31,699 INFO [train.py:927] (4/8) Epoch 5, batch 25400, giga_loss[loss=0.2643, simple_loss=0.3468, pruned_loss=0.09094, over 12372.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03077, over 58.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3315, pruned_loss=0.09365, over 2474053.68 frames. utt_duration=497.7 frames, utt_pad_proportion=0.0786, over 19943.74 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3247, pruned_loss=0.08912, over 2468804.59 frames. utt_duration=1165 frames, utt_pad_proportion=0.08104, over 8484.67 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3322, pruned_loss=0.09419, over 2474695.01 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07839, over 21120.66 utterances.], batch size: 58, lr: 5.66e-04
2022-08-23 06:14:16,560 INFO [train.py:927] (4/8) Epoch 5, batch 25450, giga_loss[loss=0.2887, simple_loss=0.3474, pruned_loss=0.115, over 12409.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03422, over 80.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3351, pruned_loss=0.0958, over 2474064.26 frames. utt_duration=484.9 frames, utt_pad_proportion=0.08134, over 20468.44 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3247, pruned_loss=0.08911, over 2468876.61 frames. utt_duration=1167 frames, utt_pad_proportion=0.08015, over 8475.02 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3358, pruned_loss=0.09634, over 2474602.06 frames. utt_duration=459.1 frames, utt_pad_proportion=0.08138, over 21629.92 utterances.], batch size: 80, lr: 5.66e-04
2022-08-23 06:16:00,489 INFO [train.py:927] (4/8) Epoch 5, batch 25500, giga_loss[loss=0.2753, simple_loss=0.3331, pruned_loss=0.1088, over 12405.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04759, over 34.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3369, pruned_loss=0.09745, over 2474603.54 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07553, over 20216.89 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3245, pruned_loss=0.08892, over 2469222.27 frames. utt_duration=1171 frames, utt_pad_proportion=0.07877, over 8447.57 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3379, pruned_loss=0.09821, over 2474852.94 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07632, over 21428.54 utterances.], batch size: 34, lr: 5.66e-04
2022-08-23 06:17:44,564 INFO [train.py:927] (4/8) Epoch 5, batch 25550, giga_loss[loss=0.2523, simple_loss=0.3362, pruned_loss=0.08417, over 12361.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02779, over 66.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3354, pruned_loss=0.09563, over 2475220.82 frames. utt_duration=504.6 frames, utt_pad_proportion=0.0732, over 19679.94 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3242, pruned_loss=0.08865, over 2469402.43 frames. utt_duration=1164 frames, utt_pad_proportion=0.0818, over 8497.89 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3367, pruned_loss=0.09662, over 2475345.80 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07271, over 20802.11 utterances.], batch size: 66, lr: 5.66e-04
2022-08-23 06:19:27,866 INFO [train.py:927] (4/8) Epoch 5, batch 25600, giga_loss[loss=0.2991, simple_loss=0.3648, pruned_loss=0.1167, over 12412.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3375, pruned_loss=0.09571, over 2475274.38 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07417, over 20564.77 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3252, pruned_loss=0.08888, over 2469453.41 frames. utt_duration=1164 frames, utt_pad_proportion=0.08151, over 8498.40 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3375, pruned_loss=0.09629, over 2475350.89 frames. utt_duration=462 frames, utt_pad_proportion=0.07385, over 21498.41 utterances.], batch size: 146, lr: 5.66e-04
2022-08-23 06:21:14,864 INFO [train.py:927] (4/8) Epoch 5, batch 25650, giga_loss[loss=0.2233, simple_loss=0.3017, pruned_loss=0.07246, over 12335.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03324, over 85.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3356, pruned_loss=0.09492, over 2474660.56 frames. utt_duration=478 frames, utt_pad_proportion=0.0771, over 20773.78 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3249, pruned_loss=0.08871, over 2469329.19 frames. utt_duration=1168 frames, utt_pad_proportion=0.08062, over 8471.06 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3361, pruned_loss=0.09562, over 2474924.98 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07704, over 21705.01 utterances.], batch size: 85, lr: 5.66e-04
2022-08-23 06:23:01,203 INFO [train.py:927] (4/8) Epoch 5, batch 25700, giga_loss[loss=0.2874, simple_loss=0.3263, pruned_loss=0.1243, over 12359.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2075, over 371.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3332, pruned_loss=0.09466, over 2474954.96 frames. utt_duration=468.6 frames, utt_pad_proportion=0.08438, over 21191.69 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3246, pruned_loss=0.08862, over 2469228.29 frames. utt_duration=1171 frames, utt_pad_proportion=0.07977, over 8443.14 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.334, pruned_loss=0.09538, over 2475321.26 frames. utt_duration=449.1 frames, utt_pad_proportion=0.08434, over 22119.70 utterances.], batch size: 371, lr: 5.66e-04
2022-08-23 06:24:46,799 INFO [train.py:927] (4/8) Epoch 5, batch 25750, giga_loss[loss=0.2674, simple_loss=0.3385, pruned_loss=0.09818, over 12439.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03239, over 75.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3318, pruned_loss=0.09471, over 2474734.88 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07746, over 20565.93 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3244, pruned_loss=0.08858, over 2469054.45 frames. utt_duration=1175 frames, utt_pad_proportion=0.07888, over 8419.58 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3326, pruned_loss=0.09539, over 2475249.13 frames. utt_duration=462.5 frames, utt_pad_proportion=0.078, over 21474.97 utterances.], batch size: 75, lr: 5.65e-04
2022-08-23 06:26:30,479 INFO [train.py:927] (4/8) Epoch 5, batch 25800, giga_loss[loss=0.2515, simple_loss=0.3278, pruned_loss=0.08758, over 12384.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03072, over 62.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3314, pruned_loss=0.09484, over 2474883.34 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07731, over 20823.58 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3247, pruned_loss=0.08857, over 2469356.15 frames. utt_duration=1175 frames, utt_pad_proportion=0.07788, over 8414.14 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3319, pruned_loss=0.09552, over 2475100.43 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07812, over 21784.64 utterances.], batch size: 62, lr: 5.65e-04
2022-08-23 06:28:10,608 INFO [train.py:927] (4/8) Epoch 5, batch 25850, giga_loss[loss=0.2815, simple_loss=0.351, pruned_loss=0.106, over 12399.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3282, pruned_loss=0.09193, over 2474749.27 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07621, over 20941.63 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3248, pruned_loss=0.08885, over 2469584.24 frames. utt_duration=1179 frames, utt_pad_proportion=0.07612, over 8390.46 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3286, pruned_loss=0.09232, over 2474903.07 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07757, over 22161.99 utterances.], batch size: 183, lr: 5.65e-04
2022-08-23 06:30:00,913 INFO [train.py:927] (4/8) Epoch 5, batch 25900, giga_loss[loss=0.192, simple_loss=0.2701, pruned_loss=0.05691, over 12249.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03152, over 45.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3276, pruned_loss=0.09183, over 2475350.54 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07638, over 20862.33 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3255, pruned_loss=0.08936, over 2469844.85 frames. utt_duration=1160 frames, utt_pad_proportion=0.08245, over 8527.54 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3275, pruned_loss=0.09174, over 2475357.96 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07512, over 21989.78 utterances.], batch size: 45, lr: 5.65e-04
2022-08-23 06:31:44,355 INFO [train.py:927] (4/8) Epoch 5, batch 25950, libri_loss[loss=0.2498, simple_loss=0.3221, pruned_loss=0.0887, over 12366.00 frames. utt_duration=952.6 frames, utt_pad_proportion=0.07519, over 52.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3249, pruned_loss=0.09072, over 2475148.52 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07245, over 20457.73 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3249, pruned_loss=0.08909, over 2469921.13 frames. utt_duration=1163 frames, utt_pad_proportion=0.08131, over 8502.68 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3254, pruned_loss=0.09093, over 2475220.48 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07194, over 21651.04 utterances.], batch size: 52, lr: 5.65e-04
2022-08-23 06:33:26,847 INFO [train.py:927] (4/8) Epoch 5, batch 26000, giga_loss[loss=0.2707, simple_loss=0.3474, pruned_loss=0.09699, over 12429.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03892, over 105.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3286, pruned_loss=0.09233, over 2474981.35 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07129, over 20742.56 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3255, pruned_loss=0.08923, over 2470059.06 frames. utt_duration=1157 frames, utt_pad_proportion=0.08345, over 8554.38 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3285, pruned_loss=0.09247, over 2475050.41 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07006, over 22002.16 utterances.], batch size: 105, lr: 5.65e-04
2022-08-23 06:35:12,480 INFO [train.py:927] (4/8) Epoch 5, batch 26050, giga_loss[loss=0.2811, simple_loss=0.3369, pruned_loss=0.1127, over 12422.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06127, over 183.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3305, pruned_loss=0.09448, over 2474344.48 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07982, over 22218.54 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3266, pruned_loss=0.08952, over 2470027.02 frames. utt_duration=1155 frames, utt_pad_proportion=0.08366, over 8564.90 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3294, pruned_loss=0.09436, over 2474468.79 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07846, over 23329.03 utterances.], batch size: 183, lr: 5.65e-04
2022-08-23 06:36:55,459 INFO [train.py:927] (4/8) Epoch 5, batch 26100, giga_loss[loss=0.2508, simple_loss=0.3262, pruned_loss=0.08767, over 12181.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03325, over 39.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3314, pruned_loss=0.09436, over 2474439.61 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07617, over 20951.91 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3278, pruned_loss=0.09034, over 2470334.50 frames. utt_duration=1137 frames, utt_pad_proportion=0.08919, over 8701.87 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3297, pruned_loss=0.09374, over 2474407.10 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07326, over 22202.24 utterances.], batch size: 39, lr: 5.65e-04
2022-08-23 06:38:42,426 INFO [train.py:927] (4/8) Epoch 5, batch 26150, giga_loss[loss=0.2665, simple_loss=0.3365, pruned_loss=0.09828, over 12376.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04031, over 113.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3327, pruned_loss=0.09543, over 2474575.72 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07158, over 20393.72 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3276, pruned_loss=0.0901, over 2470275.41 frames. utt_duration=1141 frames, utt_pad_proportion=0.08801, over 8670.14 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3316, pruned_loss=0.09523, over 2474701.62 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06978, over 21638.13 utterances.], batch size: 113, lr: 5.65e-04
2022-08-23 06:40:30,793 INFO [train.py:927] (4/8) Epoch 5, batch 26200, giga_loss[loss=0.249, simple_loss=0.3313, pruned_loss=0.08336, over 12378.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02844, over 85.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3343, pruned_loss=0.09628, over 2475240.50 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06938, over 21003.68 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3274, pruned_loss=0.09008, over 2470373.33 frames. utt_duration=1145 frames, utt_pad_proportion=0.08705, over 8643.25 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3336, pruned_loss=0.09623, over 2475318.55 frames. utt_duration=447.8 frames, utt_pad_proportion=0.06837, over 22180.97 utterances.], batch size: 85, lr: 5.64e-04
2022-08-23 06:42:12,688 INFO [train.py:927] (4/8) Epoch 5, batch 26250, giga_loss[loss=0.2817, simple_loss=0.3435, pruned_loss=0.1099, over 12206.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03278, over 39.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3328, pruned_loss=0.09489, over 2474489.07 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07018, over 21108.52 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3268, pruned_loss=0.08977, over 2470007.94 frames. utt_duration=1150 frames, utt_pad_proportion=0.08559, over 8604.57 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3329, pruned_loss=0.09523, over 2474983.84 frames. utt_duration=444 frames, utt_pad_proportion=0.06977, over 22371.20 utterances.], batch size: 39, lr: 5.64e-04
2022-08-23 06:43:59,920 INFO [train.py:927] (4/8) Epoch 5, batch 26300, giga_loss[loss=0.258, simple_loss=0.3264, pruned_loss=0.0948, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02848, over 55.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3317, pruned_loss=0.09494, over 2474666.35 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07302, over 21701.92 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3264, pruned_loss=0.08956, over 2469920.68 frames. utt_duration=1153 frames, utt_pad_proportion=0.08517, over 8579.57 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3323, pruned_loss=0.09546, over 2475183.46 frames. utt_duration=435 frames, utt_pad_proportion=0.07267, over 22837.38 utterances.], batch size: 55, lr: 5.64e-04
2022-08-23 06:45:47,159 INFO [train.py:927] (4/8) Epoch 5, batch 26350, giga_loss[loss=0.2927, simple_loss=0.3486, pruned_loss=0.1184, over 12399.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.0773, over 213.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3299, pruned_loss=0.09477, over 2474903.90 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07565, over 22438.84 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3261, pruned_loss=0.08939, over 2469831.08 frames. utt_duration=1155 frames, utt_pad_proportion=0.085, over 8563.67 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3307, pruned_loss=0.09535, over 2475407.21 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07533, over 23399.79 utterances.], batch size: 213, lr: 5.64e-04
2022-08-23 06:47:31,112 INFO [train.py:927] (4/8) Epoch 5, batch 26400, giga_loss[loss=0.2438, simple_loss=0.316, pruned_loss=0.08586, over 12478.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04405, over 34.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3318, pruned_loss=0.09685, over 2474609.79 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07826, over 22901.34 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3268, pruned_loss=0.08952, over 2469786.59 frames. utt_duration=1158 frames, utt_pad_proportion=0.08397, over 8543.54 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3318, pruned_loss=0.09731, over 2475120.95 frames. utt_duration=415.1 frames, utt_pad_proportion=0.0782, over 23933.02 utterances.], batch size: 34, lr: 5.64e-04
2022-08-23 06:49:14,367 INFO [train.py:927] (4/8) Epoch 5, batch 26450, giga_loss[loss=0.2515, simple_loss=0.3262, pruned_loss=0.08839, over 12411.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06238, over 183.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.332, pruned_loss=0.09731, over 2474938.95 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07675, over 22289.42 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3263, pruned_loss=0.0895, over 2469736.06 frames. utt_duration=1163 frames, utt_pad_proportion=0.0826, over 8504.49 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3326, pruned_loss=0.09786, over 2475517.74 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07717, over 23468.11 utterances.], batch size: 183, lr: 5.64e-04
2022-08-23 06:50:56,082 INFO [train.py:927] (4/8) Epoch 5, batch 26500, libri_loss[loss=0.2599, simple_loss=0.3364, pruned_loss=0.09164, over 12331.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01757, over 41.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3309, pruned_loss=0.09671, over 2474282.05 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07264, over 21404.07 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.325, pruned_loss=0.08882, over 2469659.34 frames. utt_duration=1173 frames, utt_pad_proportion=0.08045, over 8430.68 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3327, pruned_loss=0.09804, over 2475007.76 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07386, over 22904.85 utterances.], batch size: 41, lr: 5.64e-04
2022-08-23 06:52:39,344 INFO [train.py:927] (4/8) Epoch 5, batch 26550, giga_loss[loss=0.2776, simple_loss=0.3425, pruned_loss=0.1064, over 12415.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03525, over 105.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3315, pruned_loss=0.09712, over 2474900.03 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07236, over 21524.00 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3253, pruned_loss=0.08916, over 2469761.80 frames. utt_duration=1162 frames, utt_pad_proportion=0.08375, over 8512.87 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3328, pruned_loss=0.09799, over 2475469.56 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07206, over 22863.75 utterances.], batch size: 105, lr: 5.64e-04
2022-08-23 06:54:20,597 INFO [train.py:927] (4/8) Epoch 5, batch 26600, giga_loss[loss=0.2852, simple_loss=0.3556, pruned_loss=0.1074, over 12372.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04583, over 146.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3334, pruned_loss=0.09807, over 2474646.38 frames. utt_duration=460.8 frames, utt_pad_proportion=0.08143, over 21549.50 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3271, pruned_loss=0.09063, over 2470198.87 frames. utt_duration=1093 frames, utt_pad_proportion=0.1064, over 9049.02 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.333, pruned_loss=0.09771, over 2474898.54 frames. utt_duration=438 frames, utt_pad_proportion=0.07172, over 22676.66 utterances.], batch size: 146, lr: 5.64e-04
2022-08-23 06:54:38,833 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-23 06:57:06,179 INFO [train.py:927] (4/8) Epoch 6, batch 50, giga_loss[loss=0.2302, simple_loss=0.3134, pruned_loss=0.07348, over 12393.00 frames. utt_duration=973.5 frames, utt_pad_proportion=0.02942, over 51.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3271, pruned_loss=0.07801, over 548278.63 frames. utt_duration=618.9 frames, utt_pad_proportion=0.05667, over 3551.92 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3204, pruned_loss=0.06948, over 85159.06 frames. utt_duration=1058 frames, utt_pad_proportion=0.1383, over 322.50 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3282, pruned_loss=0.07934, over 479634.58 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0489, over 3301.01 utterances.], batch size: 51, lr: 5.53e-04
2022-08-23 06:58:46,801 INFO [train.py:927] (4/8) Epoch 6, batch 100, giga_loss[loss=0.2116, simple_loss=0.2956, pruned_loss=0.06384, over 12399.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02602, over 70.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3101, pruned_loss=0.07317, over 974061.91 frames. utt_duration=570.8 frames, utt_pad_proportion=0.0671, over 6843.92 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3141, pruned_loss=0.0728, over 212217.32 frames. utt_duration=1227 frames, utt_pad_proportion=0.0673, over 692.64 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3099, pruned_loss=0.07339, over 833631.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06729, over 6555.29 utterances.], batch size: 70, lr: 5.53e-04
2022-08-23 07:00:31,675 INFO [train.py:927] (4/8) Epoch 6, batch 150, giga_loss[loss=0.1805, simple_loss=0.2656, pruned_loss=0.04771, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2935, pruned_loss=0.06584, over 1306161.87 frames. utt_duration=543 frames, utt_pad_proportion=0.06367, over 9648.04 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3122, pruned_loss=0.07189, over 234727.15 frames. utt_duration=1211 frames, utt_pad_proportion=0.07009, over 776.41 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2918, pruned_loss=0.06533, over 1184045.38 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06348, over 9422.47 utterances.], batch size: 70, lr: 5.53e-04
2022-08-23 07:02:15,923 INFO [train.py:927] (4/8) Epoch 6, batch 200, giga_loss[loss=0.1734, simple_loss=0.2502, pruned_loss=0.04832, over 12411.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03771, over 105.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.281, pruned_loss=0.06038, over 1564919.06 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06166, over 11811.04 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3125, pruned_loss=0.07173, over 256995.30 frames. utt_duration=1213 frames, utt_pad_proportion=0.06509, over 848.48 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2787, pruned_loss=0.05958, over 1459810.17 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06176, over 11651.62 utterances.], batch size: 105, lr: 5.53e-04
2022-08-23 07:03:58,385 INFO [train.py:927] (4/8) Epoch 6, batch 250, giga_loss[loss=0.169, simple_loss=0.2481, pruned_loss=0.04492, over 12370.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05351, over 34.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2766, pruned_loss=0.05837, over 1766617.67 frames. utt_duration=552 frames, utt_pad_proportion=0.05593, over 12836.16 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3177, pruned_loss=0.07243, over 289843.68 frames. utt_duration=1182 frames, utt_pad_proportion=0.06647, over 982.15 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2732, pruned_loss=0.05734, over 1673079.67 frames. utt_duration=526.5 frames, utt_pad_proportion=0.05576, over 12748.41 utterances.], batch size: 34, lr: 5.53e-04
2022-08-23 07:05:41,574 INFO [train.py:927] (4/8) Epoch 6, batch 300, giga_loss[loss=0.1732, simple_loss=0.2516, pruned_loss=0.04734, over 12355.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02807, over 66.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2722, pruned_loss=0.05601, over 1923122.13 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05998, over 14041.94 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3154, pruned_loss=0.07079, over 364774.43 frames. utt_duration=1208 frames, utt_pad_proportion=0.0563, over 1209.49 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2682, pruned_loss=0.05482, over 1828413.21 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06043, over 14143.47 utterances.], batch size: 66, lr: 5.52e-04
2022-08-23 07:07:24,512 INFO [train.py:927] (4/8) Epoch 6, batch 350, giga_loss[loss=0.1659, simple_loss=0.2463, pruned_loss=0.04274, over 12418.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03016, over 80.00 utterances.], tot_loss[loss=0.1876, simple_loss=0.2671, pruned_loss=0.05404, over 2045642.63 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06015, over 15088.66 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3157, pruned_loss=0.07114, over 375435.55 frames. utt_duration=1213 frames, utt_pad_proportion=0.05486, over 1239.45 utterances.], giga_tot_loss[loss=0.1848, simple_loss=0.2637, pruned_loss=0.05297, over 1969313.87 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06058, over 15194.94 utterances.], batch size: 80, lr: 5.52e-04
2022-08-23 07:09:05,033 INFO [train.py:927] (4/8) Epoch 6, batch 400, giga_loss[loss=0.1724, simple_loss=0.2547, pruned_loss=0.04507, over 12360.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06059, over 182.00 utterances.], tot_loss[loss=0.1836, simple_loss=0.2627, pruned_loss=0.05223, over 2140213.54 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05724, over 15057.24 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3153, pruned_loss=0.07124, over 406959.01 frames. utt_duration=1228 frames, utt_pad_proportion=0.05106, over 1327.44 utterances.], giga_tot_loss[loss=0.1806, simple_loss=0.2592, pruned_loss=0.05104, over 2074657.83 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05794, over 15255.47 utterances.], batch size: 182, lr: 5.52e-04
2022-08-23 07:10:47,407 INFO [train.py:927] (4/8) Epoch 6, batch 450, giga_loss[loss=0.1549, simple_loss=0.23, pruned_loss=0.03994, over 12330.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03103, over 91.00 utterances.], tot_loss[loss=0.181, simple_loss=0.2595, pruned_loss=0.05129, over 2214213.88 frames. utt_duration=538.4 frames, utt_pad_proportion=0.0663, over 16495.56 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3142, pruned_loss=0.071, over 447683.49 frames. utt_duration=1255 frames, utt_pad_proportion=0.04716, over 1428.12 utterances.], giga_tot_loss[loss=0.1779, simple_loss=0.2558, pruned_loss=0.04999, over 2157180.66 frames. utt_duration=514.1 frames, utt_pad_proportion=0.0671, over 16832.71 utterances.], batch size: 91, lr: 5.52e-04
2022-08-23 07:12:26,612 INFO [train.py:927] (4/8) Epoch 6, batch 500, giga_loss[loss=0.2316, simple_loss=0.3146, pruned_loss=0.07434, over 12308.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03483, over 51.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2686, pruned_loss=0.05559, over 2271683.24 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06892, over 17236.38 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3102, pruned_loss=0.06928, over 497232.18 frames. utt_duration=1289 frames, utt_pad_proportion=0.04331, over 1545.23 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2655, pruned_loss=0.0546, over 2221612.47 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06997, over 17759.71 utterances.], batch size: 51, lr: 5.52e-04
2022-08-23 07:14:14,734 INFO [train.py:927] (4/8) Epoch 6, batch 550, giga_loss[loss=0.2122, simple_loss=0.2966, pruned_loss=0.06389, over 12194.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03186, over 36.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2817, pruned_loss=0.06184, over 2316372.36 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06592, over 17526.77 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3103, pruned_loss=0.06924, over 507197.02 frames. utt_duration=1288 frames, utt_pad_proportion=0.04258, over 1577.51 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2794, pruned_loss=0.06115, over 2276349.47 frames. utt_duration=508.1 frames, utt_pad_proportion=0.0669, over 17973.36 utterances.], batch size: 36, lr: 5.52e-04
2022-08-23 07:15:57,992 INFO [train.py:927] (4/8) Epoch 6, batch 600, libri_loss[loss=0.2359, simple_loss=0.3167, pruned_loss=0.0775, over 12472.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03281, over 46.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2878, pruned_loss=0.0635, over 2351282.74 frames. utt_duration=526.9 frames, utt_pad_proportion=0.07207, over 17901.07 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.309, pruned_loss=0.0697, over 602895.45 frames. utt_duration=1288 frames, utt_pad_proportion=0.04088, over 1873.88 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2851, pruned_loss=0.06253, over 2312630.31 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07335, over 18725.64 utterances.], batch size: 46, lr: 5.52e-04
2022-08-23 07:17:41,819 INFO [train.py:927] (4/8) Epoch 6, batch 650, giga_loss[loss=0.2665, simple_loss=0.3501, pruned_loss=0.09151, over 12432.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03083, over 80.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2925, pruned_loss=0.06545, over 2378552.19 frames. utt_duration=518.6 frames, utt_pad_proportion=0.07322, over 18398.84 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3083, pruned_loss=0.06922, over 657884.93 frames. utt_duration=1254 frames, utt_pad_proportion=0.05243, over 2100.37 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2901, pruned_loss=0.06467, over 2345039.36 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07347, over 19287.21 utterances.], batch size: 80, lr: 5.52e-04
2022-08-23 07:19:26,562 INFO [train.py:927] (4/8) Epoch 6, batch 700, giga_loss[loss=0.2383, simple_loss=0.3177, pruned_loss=0.07944, over 12378.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0352, over 122.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2975, pruned_loss=0.06845, over 2399734.49 frames. utt_duration=502.7 frames, utt_pad_proportion=0.07406, over 19153.71 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3083, pruned_loss=0.06858, over 711622.77 frames. utt_duration=1259 frames, utt_pad_proportion=0.0486, over 2263.29 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2952, pruned_loss=0.06798, over 2370669.37 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07478, over 20159.59 utterances.], batch size: 122, lr: 5.52e-04
2022-08-23 07:21:08,911 INFO [train.py:927] (4/8) Epoch 6, batch 750, libri_loss[loss=0.2283, simple_loss=0.3125, pruned_loss=0.07204, over 12471.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007413, over 37.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3022, pruned_loss=0.07027, over 2416149.27 frames. utt_duration=528.2 frames, utt_pad_proportion=0.07, over 18348.47 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3099, pruned_loss=0.06959, over 772295.50 frames. utt_duration=1273 frames, utt_pad_proportion=0.04455, over 2430.47 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2998, pruned_loss=0.06967, over 2390749.78 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07157, over 19547.85 utterances.], batch size: 37, lr: 5.52e-04
2022-08-23 07:22:50,515 INFO [train.py:927] (4/8) Epoch 6, batch 800, libri_loss[loss=0.2416, simple_loss=0.3247, pruned_loss=0.07925, over 12404.00 frames. utt_duration=974.4 frames, utt_pad_proportion=0.05763, over 51.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3047, pruned_loss=0.07084, over 2428487.72 frames. utt_duration=545.8 frames, utt_pad_proportion=0.07099, over 17847.86 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3092, pruned_loss=0.06946, over 838890.03 frames. utt_duration=1274 frames, utt_pad_proportion=0.04246, over 2637.69 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3028, pruned_loss=0.07043, over 2406333.39 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07289, over 19201.23 utterances.], batch size: 51, lr: 5.51e-04
2022-08-23 07:24:33,566 INFO [train.py:927] (4/8) Epoch 6, batch 850, giga_loss[loss=0.2279, simple_loss=0.3269, pruned_loss=0.06439, over 12348.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03376, over 62.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3061, pruned_loss=0.07046, over 2436773.21 frames. utt_duration=572.2 frames, utt_pad_proportion=0.0674, over 17079.78 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3087, pruned_loss=0.06919, over 870946.60 frames. utt_duration=1280 frames, utt_pad_proportion=0.04094, over 2724.38 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3046, pruned_loss=0.07024, over 2418794.62 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06961, over 18338.62 utterances.], batch size: 62, lr: 5.51e-04
2022-08-23 07:26:15,610 INFO [train.py:927] (4/8) Epoch 6, batch 900, giga_loss[loss=0.3083, simple_loss=0.359, pruned_loss=0.1288, over 12366.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06572, over 183.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3062, pruned_loss=0.07014, over 2444711.80 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06901, over 16841.25 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3085, pruned_loss=0.06902, over 902874.19 frames. utt_duration=1278 frames, utt_pad_proportion=0.04008, over 2828.18 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3051, pruned_loss=0.07003, over 2429753.80 frames. utt_duration=541.5 frames, utt_pad_proportion=0.071, over 17996.80 utterances.], batch size: 183, lr: 5.51e-04
2022-08-23 07:28:00,069 INFO [train.py:927] (4/8) Epoch 6, batch 950, giga_loss[loss=0.2169, simple_loss=0.3038, pruned_loss=0.06501, over 12333.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03491, over 62.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3108, pruned_loss=0.07398, over 2451292.29 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06586, over 16846.37 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3091, pruned_loss=0.06896, over 949124.11 frames. utt_duration=1292 frames, utt_pad_proportion=0.03812, over 2942.06 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3097, pruned_loss=0.07402, over 2438862.38 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06825, over 18043.41 utterances.], batch size: 62, lr: 5.51e-04
2022-08-23 07:29:44,225 INFO [train.py:927] (4/8) Epoch 6, batch 1000, giga_loss[loss=0.2549, simple_loss=0.3277, pruned_loss=0.09105, over 12403.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05079, over 161.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3136, pruned_loss=0.07586, over 2455983.92 frames. utt_duration=574.3 frames, utt_pad_proportion=0.06376, over 17151.11 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3136, pruned_loss=0.06917, over 986765.86 frames. utt_duration=1299 frames, utt_pad_proportion=0.0365, over 3042.46 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3112, pruned_loss=0.07598, over 2445720.26 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06625, over 18340.35 utterances.], batch size: 161, lr: 5.51e-04
2022-08-23 07:31:25,280 INFO [train.py:927] (4/8) Epoch 6, batch 1050, giga_loss[loss=0.2673, simple_loss=0.3395, pruned_loss=0.09755, over 12373.00 frames. utt_duration=620.1 frames, utt_pad_proportion=0.03409, over 80.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3136, pruned_loss=0.0759, over 2459699.48 frames. utt_duration=565 frames, utt_pad_proportion=0.06707, over 17461.33 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3161, pruned_loss=0.069, over 1031100.93 frames. utt_duration=1310 frames, utt_pad_proportion=0.03459, over 3152.89 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3107, pruned_loss=0.07624, over 2450789.22 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06943, over 18705.54 utterances.], batch size: 80, lr: 5.51e-04
2022-08-23 07:33:11,912 INFO [train.py:927] (4/8) Epoch 6, batch 1100, giga_loss[loss=0.2352, simple_loss=0.3059, pruned_loss=0.08226, over 12265.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02617, over 42.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3117, pruned_loss=0.07456, over 2462968.17 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06125, over 16903.77 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3155, pruned_loss=0.06863, over 1073474.42 frames. utt_duration=1314 frames, utt_pad_proportion=0.03334, over 3271.04 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3094, pruned_loss=0.07513, over 2455821.37 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06408, over 18171.49 utterances.], batch size: 42, lr: 5.51e-04
2022-08-23 07:34:56,594 INFO [train.py:927] (4/8) Epoch 6, batch 1150, giga_loss[loss=0.1939, simple_loss=0.2738, 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=0.2257, simple_loss=0.3065, pruned_loss=0.0724, over 2465833.51 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06369, over 17957.34 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3157, pruned_loss=0.06876, over 1094490.69 frames. utt_duration=1310 frames, utt_pad_proportion=0.03314, over 3345.60 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3046, pruned_loss=0.07286, over 2459946.97 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06591, over 19084.49 utterances.], batch size: 113, lr: 5.51e-04
2022-08-23 07:36:39,164 INFO [train.py:927] (4/8) Epoch 6, batch 1200, giga_loss[loss=0.1958, simple_loss=0.2878, pruned_loss=0.05185, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0285, over 48.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3018, pruned_loss=0.07059, over 2467561.38 frames. utt_duration=526 frames, utt_pad_proportion=0.06822, over 18816.98 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3138, pruned_loss=0.06806, over 1148355.83 frames. utt_duration=1317 frames, utt_pad_proportion=0.03165, over 3491.11 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3006, pruned_loss=0.07135, over 2462861.28 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07035, over 20134.85 utterances.], batch size: 48, lr: 5.51e-04
2022-08-23 07:38:22,074 INFO [train.py:927] (4/8) Epoch 6, batch 1250, giga_loss[loss=0.227, simple_loss=0.3066, pruned_loss=0.0737, over 12374.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06514, over 183.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3011, pruned_loss=0.0706, over 2469116.19 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06775, over 18971.34 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3128, pruned_loss=0.06756, over 1187735.87 frames. utt_duration=1320 frames, utt_pad_proportion=0.03043, over 3603.97 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3002, pruned_loss=0.0715, over 2465115.94 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07004, over 20348.33 utterances.], batch size: 183, lr: 5.51e-04
2022-08-23 07:40:03,444 INFO [train.py:927] (4/8) Epoch 6, batch 1300, giga_loss[loss=0.2361, simple_loss=0.308, pruned_loss=0.08212, over 12367.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.0313, over 62.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2987, pruned_loss=0.06951, over 2470139.32 frames. utt_duration=551 frames, utt_pad_proportion=0.06489, over 17979.96 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3122, pruned_loss=0.06725, over 1237921.22 frames. utt_duration=1325 frames, utt_pad_proportion=0.02893, over 3741.53 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2978, pruned_loss=0.07047, over 2467099.07 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06778, over 19511.53 utterances.], batch size: 62, lr: 5.50e-04
2022-08-23 07:41:45,728 INFO [train.py:927] (4/8) Epoch 6, batch 1350, giga_loss[loss=0.2014, simple_loss=0.2757, pruned_loss=0.06351, over 12394.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02584, over 91.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2941, pruned_loss=0.06715, over 2470514.37 frames. utt_duration=576 frames, utt_pad_proportion=0.05948, over 17201.96 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3115, pruned_loss=0.0669, over 1262044.16 frames. utt_duration=1329 frames, utt_pad_proportion=0.02819, over 3803.21 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2934, pruned_loss=0.06809, over 2468398.92 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06261, over 18609.71 utterances.], batch size: 91, lr: 5.50e-04
2022-08-23 07:43:30,391 INFO [train.py:927] (4/8) Epoch 6, batch 1400, libri_loss[loss=0.186, simple_loss=0.267, pruned_loss=0.05254, over 12376.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.01039, over 30.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.29, pruned_loss=0.06576, over 2470587.29 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05854, over 16442.15 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3107, pruned_loss=0.06669, over 1286099.83 frames. utt_duration=1337 frames, utt_pad_proportion=0.0278, over 3852.79 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2895, pruned_loss=0.06659, over 2468832.28 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06148, over 17748.74 utterances.], batch size: 30, lr: 5.50e-04
2022-08-23 07:45:10,262 INFO [train.py:927] (4/8) Epoch 6, batch 1450, giga_loss[loss=0.1782, simple_loss=0.2639, pruned_loss=0.04625, over 12364.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.0274, over 66.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2867, pruned_loss=0.06455, over 2470775.73 frames. utt_duration=636.1 frames, utt_pad_proportion=0.05449, over 15572.99 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3105, pruned_loss=0.06689, over 1315138.15 frames. utt_duration=1344 frames, utt_pad_proportion=0.02692, over 3917.83 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2859, pruned_loss=0.06509, over 2469606.32 frames. utt_duration=588.5 frames, utt_pad_proportion=0.05767, over 16828.94 utterances.], batch size: 66, lr: 5.50e-04
2022-08-23 07:46:52,138 INFO [train.py:927] (4/8) Epoch 6, batch 1500, giga_loss[loss=0.1915, simple_loss=0.2678, pruned_loss=0.05759, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02707, over 48.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2856, pruned_loss=0.06436, over 2471151.61 frames. utt_duration=624.2 frames, utt_pad_proportion=0.0545, over 15872.68 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3106, pruned_loss=0.06723, over 1337955.84 frames. utt_duration=1344 frames, utt_pad_proportion=0.02628, over 3985.90 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2844, pruned_loss=0.06458, over 2470333.24 frames. utt_duration=582 frames, utt_pad_proportion=0.05736, over 17020.88 utterances.], batch size: 48, lr: 5.50e-04
2022-08-23 07:48:33,318 INFO [train.py:927] (4/8) Epoch 6, batch 1550, giga_loss[loss=0.2043, simple_loss=0.2803, pruned_loss=0.06419, over 12420.00 frames. utt_duration=802.7 frames, utt_pad_proportion=0.02818, over 62.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2854, pruned_loss=0.06438, over 2471757.24 frames. utt_duration=624.2 frames, utt_pad_proportion=0.05678, over 15877.77 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3098, pruned_loss=0.06714, over 1382123.08 frames. utt_duration=1349 frames, utt_pad_proportion=0.02569, over 4103.29 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.284, pruned_loss=0.06449, over 2471420.27 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05944, over 17115.30 utterances.], batch size: 62, lr: 5.50e-04
2022-08-23 07:50:14,670 INFO [train.py:927] (4/8) Epoch 6, batch 1600, giga_loss[loss=0.2549, simple_loss=0.3326, pruned_loss=0.08865, over 12410.00 frames. utt_duration=546.9 frames, utt_pad_proportion=0.02509, over 91.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2907, pruned_loss=0.06761, over 2471968.67 frames. utt_duration=599.8 frames, utt_pad_proportion=0.05811, over 16525.41 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3088, pruned_loss=0.06676, over 1408932.17 frames. utt_duration=1357 frames, utt_pad_proportion=0.02534, over 4159.14 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2896, pruned_loss=0.06783, over 2471847.68 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06035, over 17711.25 utterances.], batch size: 91, lr: 5.50e-04
2022-08-23 07:51:57,393 INFO [train.py:927] (4/8) Epoch 6, batch 1650, giga_loss[loss=0.2556, simple_loss=0.3435, pruned_loss=0.08389, over 12417.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03898, over 105.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2967, pruned_loss=0.07055, over 2471395.13 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06183, over 17150.04 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3078, pruned_loss=0.06634, over 1429306.94 frames. utt_duration=1363 frames, utt_pad_proportion=0.0248, over 4200.63 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2961, pruned_loss=0.07102, over 2471978.43 frames. utt_duration=542 frames, utt_pad_proportion=0.06372, over 18294.56 utterances.], batch size: 105, lr: 5.50e-04
2022-08-23 07:53:41,125 INFO [train.py:927] (4/8) Epoch 6, batch 1700, giga_loss[loss=0.2245, simple_loss=0.3093, pruned_loss=0.06982, over 12409.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02503, over 48.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3013, pruned_loss=0.07207, over 2471236.80 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06386, over 17437.18 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3064, pruned_loss=0.06589, over 1465017.95 frames. utt_duration=1362 frames, utt_pad_proportion=0.02536, over 4307.69 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3013, pruned_loss=0.07287, over 2471898.58 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06561, over 18682.82 utterances.], batch size: 48, lr: 5.50e-04
2022-08-23 07:55:20,698 INFO [train.py:927] (4/8) Epoch 6, batch 1750, giga_loss[loss=0.2047, simple_loss=0.2927, pruned_loss=0.05839, over 12354.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02879, over 91.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3074, pruned_loss=0.074, over 2472602.70 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06231, over 18077.30 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3067, pruned_loss=0.06567, over 1484897.52 frames. utt_duration=1360 frames, utt_pad_proportion=0.02551, over 4373.01 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3072, pruned_loss=0.07489, over 2473233.58 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06402, over 19253.50 utterances.], batch size: 91, lr: 5.49e-04
2022-08-23 07:57:00,761 INFO [train.py:927] (4/8) Epoch 6, batch 1800, giga_loss[loss=0.2199, simple_loss=0.3095, pruned_loss=0.06519, over 12392.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05142, over 161.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3046, pruned_loss=0.07107, over 2472917.64 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05745, over 17417.27 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3062, pruned_loss=0.06547, over 1504173.82 frames. utt_duration=1364 frames, utt_pad_proportion=0.02494, over 4415.23 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3047, pruned_loss=0.07201, over 2473715.58 frames. utt_duration=534.8 frames, utt_pad_proportion=0.05947, over 18553.17 utterances.], batch size: 161, lr: 5.49e-04
2022-08-23 07:58:44,108 INFO [train.py:927] (4/8) Epoch 6, batch 1850, libri_loss[loss=0.2353, simple_loss=0.3128, pruned_loss=0.07885, over 12397.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008372, over 38.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3051, pruned_loss=0.07105, over 2472951.62 frames. utt_duration=566.3 frames, utt_pad_proportion=0.0578, over 17512.54 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3063, pruned_loss=0.06545, over 1518678.07 frames. utt_duration=1363 frames, utt_pad_proportion=0.02451, over 4462.77 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3051, pruned_loss=0.07187, over 2473535.99 frames. utt_duration=535.1 frames, utt_pad_proportion=0.05965, over 18542.72 utterances.], batch size: 38, lr: 5.49e-04
2022-08-23 08:00:29,937 INFO [train.py:927] (4/8) Epoch 6, batch 1900, giga_loss[loss=0.28, simple_loss=0.3324, pruned_loss=0.1138, over 12483.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03366, over 37.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3079, pruned_loss=0.07343, over 2472751.93 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05805, over 17673.90 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3062, pruned_loss=0.0656, over 1533090.17 frames. utt_duration=1341 frames, utt_pad_proportion=0.032, over 4577.65 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.308, pruned_loss=0.07405, over 2473069.60 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05795, over 18552.17 utterances.], batch size: 37, lr: 5.49e-04
2022-08-23 08:02:13,403 INFO [train.py:927] (4/8) Epoch 6, batch 1950, giga_loss[loss=0.2092, simple_loss=0.2978, pruned_loss=0.06029, over 12385.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02738, over 70.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3098, pruned_loss=0.07496, over 2472738.06 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06169, over 17784.41 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3061, pruned_loss=0.06594, over 1565374.79 frames. utt_duration=1314 frames, utt_pad_proportion=0.04071, over 4768.90 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3101, pruned_loss=0.07556, over 2473078.13 frames. utt_duration=529.3 frames, utt_pad_proportion=0.05998, over 18740.93 utterances.], batch size: 70, lr: 5.49e-04
2022-08-23 08:03:54,476 INFO [train.py:927] (4/8) Epoch 6, batch 2000, giga_loss[loss=0.2339, simple_loss=0.3141, pruned_loss=0.07685, over 12463.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04665, over 34.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.311, pruned_loss=0.07603, over 2473899.50 frames. utt_duration=556 frames, utt_pad_proportion=0.06159, over 17846.94 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3059, pruned_loss=0.06571, over 1579007.00 frames. utt_duration=1315 frames, utt_pad_proportion=0.04005, over 4809.12 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3114, pruned_loss=0.07677, over 2474105.01 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06048, over 18739.62 utterances.], batch size: 34, lr: 5.49e-04
2022-08-23 08:05:36,985 INFO [train.py:927] (4/8) Epoch 6, batch 2050, giga_loss[loss=0.2782, simple_loss=0.3351, pruned_loss=0.1107, over 12395.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09641, over 256.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3133, pruned_loss=0.07679, over 2473401.00 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05981, over 17797.38 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3054, pruned_loss=0.06557, over 1592270.05 frames. utt_duration=1317 frames, utt_pad_proportion=0.03941, over 4840.88 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.314, pruned_loss=0.07757, over 2473635.35 frames. utt_duration=532.4 frames, utt_pad_proportion=0.05924, over 18636.01 utterances.], batch size: 256, lr: 5.49e-04
2022-08-23 08:07:18,855 INFO [train.py:927] (4/8) Epoch 6, batch 2100, giga_loss[loss=0.2435, simple_loss=0.3153, pruned_loss=0.08581, over 12429.00 frames. utt_duration=372.5 frames, utt_pad_proportion=0.04483, over 134.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3134, pruned_loss=0.07658, over 2472953.89 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06154, over 17694.05 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3064, pruned_loss=0.06597, over 1613895.54 frames. utt_duration=1321 frames, utt_pad_proportion=0.03856, over 4893.27 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3135, pruned_loss=0.07724, over 2473310.41 frames. utt_duration=533 frames, utt_pad_proportion=0.06139, over 18612.96 utterances.], batch size: 134, lr: 5.49e-04
2022-08-23 08:09:01,255 INFO [train.py:927] (4/8) Epoch 6, batch 2150, giga_loss[loss=0.226, simple_loss=0.3071, pruned_loss=0.07249, over 12369.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04241, over 133.00 utterances.], tot_loss[loss=0.233, simple_loss=0.313, pruned_loss=0.0765, over 2473000.01 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06501, over 17503.67 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3078, pruned_loss=0.0665, over 1647419.28 frames. utt_duration=1303 frames, utt_pad_proportion=0.04375, over 5064.93 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3124, pruned_loss=0.0771, over 2473520.45 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06401, over 18557.19 utterances.], batch size: 133, lr: 5.49e-04
2022-08-23 08:10:44,950 INFO [train.py:927] (4/8) Epoch 6, batch 2200, giga_loss[loss=0.2408, simple_loss=0.3207, pruned_loss=0.08047, over 12395.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02623, over 66.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3129, pruned_loss=0.07651, over 2473043.06 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06028, over 16644.50 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3077, pruned_loss=0.06653, over 1679666.06 frames. utt_duration=1307 frames, utt_pad_proportion=0.04214, over 5146.99 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3127, pruned_loss=0.07732, over 2473653.02 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06041, over 17852.65 utterances.], batch size: 66, lr: 5.49e-04
2022-08-23 08:12:27,000 INFO [train.py:927] (4/8) Epoch 6, batch 2250, giga_loss[loss=0.2325, simple_loss=0.3058, pruned_loss=0.07956, over 12363.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02964, over 85.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3131, pruned_loss=0.07664, over 2472009.11 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06261, over 16678.53 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3074, pruned_loss=0.06648, over 1695257.04 frames. utt_duration=1308 frames, utt_pad_proportion=0.04131, over 5191.78 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3132, pruned_loss=0.07749, over 2472629.39 frames. utt_duration=557.1 frames, utt_pad_proportion=0.0629, over 17800.98 utterances.], batch size: 85, lr: 5.48e-04
2022-08-23 08:14:11,449 INFO [train.py:927] (4/8) Epoch 6, batch 2300, giga_loss[loss=0.2446, simple_loss=0.3191, pruned_loss=0.08504, over 12378.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03048, over 97.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3131, pruned_loss=0.07674, over 2472182.11 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05943, over 16137.94 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3071, pruned_loss=0.06656, over 1718119.08 frames. utt_duration=1314 frames, utt_pad_proportion=0.04003, over 5234.49 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3135, pruned_loss=0.07763, over 2472827.68 frames. utt_duration=573.6 frames, utt_pad_proportion=0.0604, over 17289.25 utterances.], batch size: 97, lr: 5.48e-04
2022-08-23 08:15:56,174 INFO [train.py:927] (4/8) Epoch 6, batch 2350, giga_loss[loss=0.2041, simple_loss=0.2795, pruned_loss=0.06429, over 12200.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03338, over 39.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3106, pruned_loss=0.07554, over 2471701.09 frames. utt_duration=634 frames, utt_pad_proportion=0.05865, over 15631.72 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3072, pruned_loss=0.06663, over 1725682.57 frames. utt_duration=1314 frames, utt_pad_proportion=0.03964, over 5258.10 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.311, pruned_loss=0.07628, over 2472172.47 frames. utt_duration=597 frames, utt_pad_proportion=0.05965, over 16604.61 utterances.], batch size: 39, lr: 5.48e-04
2022-08-23 08:17:39,337 INFO [train.py:927] (4/8) Epoch 6, batch 2400, giga_loss[loss=0.2133, simple_loss=0.2866, pruned_loss=0.06998, over 12411.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02487, over 48.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3082, pruned_loss=0.07448, over 2471429.64 frames. utt_duration=626.7 frames, utt_pad_proportion=0.06099, over 15812.13 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3075, pruned_loss=0.06686, over 1747476.66 frames. utt_duration=1316 frames, utt_pad_proportion=0.03852, over 5318.59 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3083, pruned_loss=0.07516, over 2472089.09 frames. utt_duration=589.3 frames, utt_pad_proportion=0.06226, over 16821.50 utterances.], batch size: 48, lr: 5.48e-04
2022-08-23 08:19:23,073 INFO [train.py:927] (4/8) Epoch 6, batch 2450, giga_loss[loss=0.1961, simple_loss=0.2744, pruned_loss=0.05894, over 12426.00 frames. utt_duration=904.9 frames, utt_pad_proportion=0.03322, over 55.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3056, pruned_loss=0.07322, over 2471286.88 frames. utt_duration=634.3 frames, utt_pad_proportion=0.05926, over 15621.34 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3076, pruned_loss=0.067, over 1754753.16 frames. utt_duration=1316 frames, utt_pad_proportion=0.03809, over 5338.35 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3056, pruned_loss=0.07372, over 2471749.85 frames. utt_duration=600.8 frames, utt_pad_proportion=0.06059, over 16497.22 utterances.], batch size: 55, lr: 5.48e-04
2022-08-23 08:21:03,602 INFO [train.py:927] (4/8) Epoch 6, batch 2500, giga_loss[loss=0.1727, simple_loss=0.2574, pruned_loss=0.044, over 12259.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03713, over 28.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3025, pruned_loss=0.0723, over 2472002.93 frames. utt_duration=630.2 frames, utt_pad_proportion=0.05707, over 15726.47 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3074, pruned_loss=0.06684, over 1765408.29 frames. utt_duration=1316 frames, utt_pad_proportion=0.03763, over 5370.17 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3025, pruned_loss=0.07288, over 2472415.93 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05847, over 16533.15 utterances.], batch size: 28, lr: 5.48e-04
2022-08-23 08:22:55,896 INFO [train.py:927] (4/8) Epoch 6, batch 2550, giga_loss[loss=0.1817, simple_loss=0.2573, pruned_loss=0.05301, over 12146.00 frames. utt_duration=1621 frames, utt_pad_proportion=0.03206, over 30.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3017, pruned_loss=0.07234, over 2472228.03 frames. utt_duration=619.7 frames, utt_pad_proportion=0.05795, over 15996.81 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3082, pruned_loss=0.06697, over 1779460.66 frames. utt_duration=1318 frames, utt_pad_proportion=0.03692, over 5408.55 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3011, pruned_loss=0.07282, over 2472539.61 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05938, over 16798.37 utterances.], batch size: 30, lr: 5.48e-04
2022-08-23 08:24:38,591 INFO [train.py:927] (4/8) Epoch 6, batch 2600, giga_loss[loss=0.2458, simple_loss=0.323, pruned_loss=0.08429, over 12314.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03273, over 51.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3021, pruned_loss=0.0721, over 2472044.57 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05737, over 16470.30 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3071, pruned_loss=0.06646, over 1806017.44 frames. utt_duration=1324 frames, utt_pad_proportion=0.03554, over 5462.04 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3022, pruned_loss=0.07305, over 2472923.34 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05924, over 17474.82 utterances.], batch size: 51, lr: 5.48e-04
2022-08-23 08:26:21,105 INFO [train.py:927] (4/8) Epoch 6, batch 2650, giga_loss[loss=0.2273, simple_loss=0.3086, pruned_loss=0.07298, over 12395.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03883, over 105.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3029, pruned_loss=0.07151, over 2472961.78 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06048, over 17330.12 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3074, pruned_loss=0.06664, over 1819375.57 frames. utt_duration=1318 frames, utt_pad_proportion=0.0354, over 5526.28 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3028, pruned_loss=0.07225, over 2473540.87 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06202, over 18281.97 utterances.], batch size: 105, lr: 5.48e-04
2022-08-23 08:28:04,807 INFO [train.py:927] (4/8) Epoch 6, batch 2700, giga_loss[loss=0.2072, simple_loss=0.2905, pruned_loss=0.06191, over 12342.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3013, pruned_loss=0.06984, over 2474201.34 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05798, over 17871.82 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3072, pruned_loss=0.06654, over 1822721.70 frames. utt_duration=1320 frames, utt_pad_proportion=0.03524, over 5530.65 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3013, pruned_loss=0.07049, over 2474589.58 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05934, over 18662.93 utterances.], batch size: 97, lr: 5.48e-04
2022-08-23 08:29:47,433 INFO [train.py:927] (4/8) Epoch 6, batch 2750, giga_loss[loss=0.2103, simple_loss=0.295, pruned_loss=0.06286, over 12423.00 frames. utt_duration=579.2 frames, utt_pad_proportion=0.03632, over 86.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3013, pruned_loss=0.06965, over 2474030.05 frames. utt_duration=557 frames, utt_pad_proportion=0.05955, over 17815.27 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.308, pruned_loss=0.06669, over 1828872.37 frames. utt_duration=1321 frames, utt_pad_proportion=0.0349, over 5544.32 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3007, pruned_loss=0.07009, over 2474625.43 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06072, over 18528.97 utterances.], batch size: 86, lr: 5.47e-04
2022-08-23 08:31:28,396 INFO [train.py:927] (4/8) Epoch 6, batch 2800, giga_loss[loss=0.1952, simple_loss=0.283, pruned_loss=0.05369, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02852, over 48.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3038, pruned_loss=0.07084, over 2473368.34 frames. utt_duration=571.1 frames, utt_pad_proportion=0.0618, over 17370.38 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3087, pruned_loss=0.06713, over 1847765.40 frames. utt_duration=1301 frames, utt_pad_proportion=0.04116, over 5687.24 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3026, pruned_loss=0.07099, over 2474036.77 frames. utt_duration=547 frames, utt_pad_proportion=0.06121, over 18141.60 utterances.], batch size: 48, lr: 5.47e-04
2022-08-23 08:33:11,327 INFO [train.py:927] (4/8) Epoch 6, batch 2850, giga_loss[loss=0.2335, simple_loss=0.3231, pruned_loss=0.07194, over 12397.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02586, over 91.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3055, pruned_loss=0.07148, over 2473224.08 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05974, over 17228.61 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3089, pruned_loss=0.06735, over 1853901.18 frames. utt_duration=1302 frames, utt_pad_proportion=0.0408, over 5703.30 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3044, pruned_loss=0.07148, over 2473847.73 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05954, over 17930.78 utterances.], batch size: 91, lr: 5.47e-04
2022-08-23 08:34:55,733 INFO [train.py:927] (4/8) Epoch 6, batch 2900, giga_loss[loss=0.201, simple_loss=0.2906, pruned_loss=0.05574, over 12361.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03269, over 62.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3058, pruned_loss=0.07088, over 2474252.30 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05487, over 16925.70 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.309, pruned_loss=0.0674, over 1857010.68 frames. utt_duration=1302 frames, utt_pad_proportion=0.04059, over 5712.78 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3048, pruned_loss=0.07086, over 2474731.90 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05496, over 17518.47 utterances.], batch size: 62, lr: 5.47e-04
2022-08-23 08:36:36,514 INFO [train.py:927] (4/8) Epoch 6, batch 2950, giga_loss[loss=0.2262, simple_loss=0.3069, pruned_loss=0.07276, over 12371.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03817, over 113.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3042, pruned_loss=0.07053, over 2473309.92 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05349, over 16453.55 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.309, pruned_loss=0.06771, over 1869250.38 frames. utt_duration=1287 frames, utt_pad_proportion=0.04639, over 5814.44 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3033, pruned_loss=0.07033, over 2473695.77 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05183, over 17020.18 utterances.], batch size: 113, lr: 5.47e-04
2022-08-23 08:38:15,354 INFO [train.py:927] (4/8) Epoch 6, batch 3000, giga_loss[loss=0.1866, simple_loss=0.2684, pruned_loss=0.05246, over 12152.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.04473, over 28.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3029, pruned_loss=0.07005, over 2472579.86 frames. utt_duration=602.1 frames, utt_pad_proportion=0.05293, over 16468.04 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.31, pruned_loss=0.06796, over 1889786.50 frames. utt_duration=1292 frames, utt_pad_proportion=0.04485, over 5855.32 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3014, pruned_loss=0.06981, over 2473125.81 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05214, over 17210.30 utterances.], batch size: 28, lr: 5.47e-04
2022-08-23 08:38:15,355 INFO [train.py:958] (4/8) Computing validation loss
2022-08-23 08:38:28,853 INFO [train.py:967] (4/8) Epoch 6, validation: loss=0.1983, simple_loss=0.3038, pruned_loss=0.04639, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 08:40:07,713 INFO [train.py:927] (4/8) Epoch 6, batch 3050, giga_loss[loss=0.2302, simple_loss=0.3175, pruned_loss=0.07147, over 12372.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02679, over 66.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3039, pruned_loss=0.06991, over 2472689.17 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05288, over 16775.32 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3095, pruned_loss=0.06775, over 1904067.48 frames. utt_duration=1298 frames, utt_pad_proportion=0.04381, over 5873.85 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3029, pruned_loss=0.06989, over 2473252.24 frames. utt_duration=564 frames, utt_pad_proportion=0.05266, over 17588.62 utterances.], batch size: 66, lr: 5.47e-04
2022-08-23 08:41:48,242 INFO [train.py:927] (4/8) Epoch 6, batch 3100, giga_loss[loss=0.1857, simple_loss=0.2627, pruned_loss=0.05435, over 12476.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04411, over 34.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3045, pruned_loss=0.07096, over 2472808.11 frames. utt_duration=561 frames, utt_pad_proportion=0.05521, over 17678.11 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3095, pruned_loss=0.06775, over 1904067.48 frames. utt_duration=1298 frames, utt_pad_proportion=0.04381, over 5873.85 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3038, pruned_loss=0.07095, over 2473246.35 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05496, over 18311.10 utterances.], batch size: 34, lr: 5.47e-04
2022-08-23 08:43:26,758 INFO [train.py:927] (4/8) Epoch 6, batch 3150, giga_loss[loss=0.2082, simple_loss=0.2756, pruned_loss=0.07045, over 12222.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03198, over 42.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3029, pruned_loss=0.07119, over 2471982.23 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05808, over 17657.18 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3092, pruned_loss=0.06771, over 1931349.47 frames. utt_duration=1307 frames, utt_pad_proportion=0.04205, over 5917.44 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3022, pruned_loss=0.07135, over 2472800.18 frames. utt_duration=531.3 frames, utt_pad_proportion=0.0585, over 18669.58 utterances.], batch size: 42, lr: 5.47e-04
2022-08-23 08:45:03,960 INFO [train.py:927] (4/8) Epoch 6, batch 3200, giga_loss[loss=0.2055, simple_loss=0.2811, pruned_loss=0.06496, over 12327.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03442, over 58.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3006, pruned_loss=0.07103, over 2472172.20 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05859, over 17631.71 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3092, pruned_loss=0.06788, over 1939456.66 frames. utt_duration=1310 frames, utt_pad_proportion=0.04144, over 5929.60 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3, pruned_loss=0.0711, over 2472800.96 frames. utt_duration=534 frames, utt_pad_proportion=0.05915, over 18574.32 utterances.], batch size: 58, lr: 5.47e-04
2022-08-23 08:46:48,932 INFO [train.py:927] (4/8) Epoch 6, batch 3250, giga_loss[loss=0.2011, simple_loss=0.2785, pruned_loss=0.06185, over 12339.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03048, over 91.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.2982, pruned_loss=0.07007, over 2472444.61 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05575, over 17309.93 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3093, pruned_loss=0.06827, over 1959936.09 frames. utt_duration=1316 frames, utt_pad_proportion=0.04006, over 5964.70 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2973, pruned_loss=0.06994, over 2473379.04 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05696, over 18454.07 utterances.], batch size: 91, lr: 5.46e-04
2022-08-23 08:48:29,697 INFO [train.py:927] (4/8) Epoch 6, batch 3300, giga_loss[loss=0.2043, simple_loss=0.2887, pruned_loss=0.05996, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02897, over 45.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.295, pruned_loss=0.06864, over 2473166.60 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05308, over 17167.10 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.309, pruned_loss=0.06815, over 1965213.47 frames. utt_duration=1318 frames, utt_pad_proportion=0.03968, over 5972.03 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2944, pruned_loss=0.06864, over 2473764.68 frames. utt_duration=546.5 frames, utt_pad_proportion=0.05434, over 18156.03 utterances.], batch size: 45, lr: 5.46e-04
2022-08-23 08:50:10,149 INFO [train.py:927] (4/8) Epoch 6, batch 3350, giga_loss[loss=0.2084, simple_loss=0.2805, pruned_loss=0.0682, over 12356.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03026, over 51.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2972, pruned_loss=0.06926, over 2472911.92 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05444, over 17178.91 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3093, pruned_loss=0.06817, over 1979902.82 frames. utt_duration=1318 frames, utt_pad_proportion=0.04019, over 6016.70 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2961, pruned_loss=0.06928, over 2473731.50 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05541, over 18249.78 utterances.], batch size: 51, lr: 5.46e-04
2022-08-23 08:51:48,993 INFO [train.py:927] (4/8) Epoch 6, batch 3400, giga_loss[loss=0.2246, simple_loss=0.3107, pruned_loss=0.06926, over 12468.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0344, over 86.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.2993, pruned_loss=0.07005, over 2472870.15 frames. utt_duration=581.7 frames, utt_pad_proportion=0.05553, over 17047.18 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3095, pruned_loss=0.06834, over 1991930.84 frames. utt_duration=1308 frames, utt_pad_proportion=0.04094, over 6097.32 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.2981, pruned_loss=0.06998, over 2473671.55 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05619, over 18075.23 utterances.], batch size: 86, lr: 5.46e-04
2022-08-23 08:53:29,212 INFO [train.py:927] (4/8) Epoch 6, batch 3450, giga_loss[loss=0.2109, simple_loss=0.2982, pruned_loss=0.06177, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3021, pruned_loss=0.07134, over 2473297.31 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05521, over 17420.39 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3093, pruned_loss=0.06828, over 2000990.08 frames. utt_duration=1311 frames, utt_pad_proportion=0.04016, over 6113.24 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3012, pruned_loss=0.07136, over 2474360.84 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05606, over 18417.28 utterances.], batch size: 66, lr: 5.46e-04
2022-08-23 08:55:14,337 INFO [train.py:927] (4/8) Epoch 6, batch 3500, libri_loss[loss=0.2281, simple_loss=0.3097, pruned_loss=0.0732, over 12468.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.00777, over 37.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.308, pruned_loss=0.07579, over 2473203.53 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06081, over 17952.36 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.309, pruned_loss=0.06835, over 2014644.80 frames. utt_duration=1314 frames, utt_pad_proportion=0.03908, over 6141.51 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3073, pruned_loss=0.07592, over 2474355.18 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06171, over 19054.39 utterances.], batch size: 37, lr: 5.46e-04
2022-08-23 08:56:56,632 INFO [train.py:927] (4/8) Epoch 6, batch 3550, giga_loss[loss=0.2857, simple_loss=0.3617, pruned_loss=0.1049, over 12360.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02877, over 70.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3155, pruned_loss=0.08102, over 2473927.18 frames. utt_duration=510.3 frames, utt_pad_proportion=0.07096, over 19450.29 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3089, pruned_loss=0.06831, over 2023987.28 frames. utt_duration=1317 frames, utt_pad_proportion=0.03843, over 6154.61 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3151, pruned_loss=0.08131, over 2474643.87 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07142, over 20522.03 utterances.], batch size: 70, lr: 5.46e-04
2022-08-23 08:58:39,835 INFO [train.py:927] (4/8) Epoch 6, batch 3600, giga_loss[loss=0.3237, simple_loss=0.3735, pruned_loss=0.1369, over 12391.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.02956, over 51.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3274, pruned_loss=0.09196, over 2474060.77 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07572, over 20118.02 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3099, pruned_loss=0.069, over 2032745.22 frames. utt_duration=1298 frames, utt_pad_proportion=0.04474, over 6272.21 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3265, pruned_loss=0.09192, over 2474780.60 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07444, over 21101.57 utterances.], batch size: 51, lr: 5.46e-04
2022-08-23 09:00:23,707 INFO [train.py:927] (4/8) Epoch 6, batch 3650, giga_loss[loss=0.2604, simple_loss=0.3333, pruned_loss=0.09373, over 12346.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.03001, over 66.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3348, pruned_loss=0.09855, over 2473702.08 frames. utt_duration=491 frames, utt_pad_proportion=0.07602, over 20212.95 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3103, pruned_loss=0.0694, over 2041445.60 frames. utt_duration=1299 frames, utt_pad_proportion=0.04401, over 6294.66 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3341, pruned_loss=0.09875, over 2474334.18 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07543, over 21236.58 utterances.], batch size: 66, lr: 5.46e-04
2022-08-23 09:02:11,071 INFO [train.py:927] (4/8) Epoch 6, batch 3700, giga_loss[loss=0.3205, simple_loss=0.3636, pruned_loss=0.1387, over 12374.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.03056, over 85.00 utterances.], tot_loss[loss=0.273, simple_loss=0.339, pruned_loss=0.1035, over 2472929.98 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07695, over 20571.06 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3099, pruned_loss=0.06935, over 2049719.85 frames. utt_duration=1305 frames, utt_pad_proportion=0.04331, over 6291.77 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3393, pruned_loss=0.1043, over 2473702.92 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07684, over 21655.88 utterances.], batch size: 85, lr: 5.46e-04
2022-08-23 09:03:56,234 INFO [train.py:927] (4/8) Epoch 6, batch 3750, giga_loss[loss=0.2747, simple_loss=0.3384, pruned_loss=0.1055, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04072, over 133.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3432, pruned_loss=0.1068, over 2473601.38 frames. utt_duration=465.3 frames, utt_pad_proportion=0.08129, over 21333.30 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3099, pruned_loss=0.06948, over 2064240.74 frames. utt_duration=1295 frames, utt_pad_proportion=0.04769, over 6384.48 utterances.], giga_tot_loss[loss=0.2807, simple_loss=0.3445, pruned_loss=0.1085, over 2474305.15 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08021, over 22583.91 utterances.], batch size: 133, lr: 5.45e-04
2022-08-23 09:05:39,551 INFO [train.py:927] (4/8) Epoch 6, batch 3800, giga_loss[loss=0.2726, simple_loss=0.3409, pruned_loss=0.1022, over 12342.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.03089, over 66.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3437, pruned_loss=0.1081, over 2473113.31 frames. utt_duration=463.6 frames, utt_pad_proportion=0.08146, over 21404.02 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3098, pruned_loss=0.06959, over 2077915.74 frames. utt_duration=1301 frames, utt_pad_proportion=0.04624, over 6393.79 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3459, pruned_loss=0.1106, over 2474107.47 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08126, over 22882.15 utterances.], batch size: 66, lr: 5.45e-04
2022-08-23 09:07:19,451 INFO [train.py:927] (4/8) Epoch 6, batch 3850, giga_loss[loss=0.2656, simple_loss=0.342, pruned_loss=0.09457, over 12384.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02722, over 70.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.343, pruned_loss=0.1057, over 2473325.19 frames. utt_duration=477.1 frames, utt_pad_proportion=0.08046, over 20797.67 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3096, pruned_loss=0.06937, over 2094942.49 frames. utt_duration=1298 frames, utt_pad_proportion=0.04679, over 6463.19 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3462, pruned_loss=0.1094, over 2474504.79 frames. utt_duration=440.8 frames, utt_pad_proportion=0.0807, over 22529.22 utterances.], batch size: 70, lr: 5.45e-04
2022-08-23 09:09:04,987 INFO [train.py:927] (4/8) Epoch 6, batch 3900, libri_loss[loss=0.2324, simple_loss=0.3114, pruned_loss=0.07667, over 12471.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007512, over 37.00 utterances.], tot_loss[loss=0.2779, simple_loss=0.344, pruned_loss=0.106, over 2473793.35 frames. utt_duration=464.3 frames, utt_pad_proportion=0.08273, over 21379.36 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3097, pruned_loss=0.06942, over 2102451.70 frames. utt_duration=1299 frames, utt_pad_proportion=0.04595, over 6483.76 utterances.], giga_tot_loss[loss=0.2832, simple_loss=0.3472, pruned_loss=0.1096, over 2474732.04 frames. utt_duration=431.3 frames, utt_pad_proportion=0.08323, over 23028.59 utterances.], batch size: 37, lr: 5.45e-04
2022-08-23 09:10:50,338 INFO [train.py:927] (4/8) Epoch 6, batch 3950, giga_loss[loss=0.3119, simple_loss=0.3675, pruned_loss=0.1281, over 12385.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07003, over 211.00 utterances.], tot_loss[loss=0.274, simple_loss=0.342, pruned_loss=0.103, over 2474044.85 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07745, over 21344.37 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.31, pruned_loss=0.06975, over 2113418.43 frames. utt_duration=1301 frames, utt_pad_proportion=0.04473, over 6505.92 utterances.], giga_tot_loss[loss=0.2792, simple_loss=0.3452, pruned_loss=0.1066, over 2474852.23 frames. utt_duration=431 frames, utt_pad_proportion=0.0788, over 23045.21 utterances.], batch size: 211, lr: 5.45e-04
2022-08-23 09:12:33,853 INFO [train.py:927] (4/8) Epoch 6, batch 4000, giga_loss[loss=0.2649, simple_loss=0.3239, pruned_loss=0.1029, over 12374.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1901, over 363.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3374, pruned_loss=0.09936, over 2473920.59 frames. utt_duration=468.7 frames, utt_pad_proportion=0.08025, over 21179.46 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3094, pruned_loss=0.0695, over 2127262.07 frames. utt_duration=1304 frames, utt_pad_proportion=0.04367, over 6532.99 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3416, pruned_loss=0.1036, over 2474889.06 frames. utt_duration=430.8 frames, utt_pad_proportion=0.08172, over 23058.46 utterances.], batch size: 363, lr: 5.45e-04
2022-08-23 09:14:14,858 INFO [train.py:927] (4/8) Epoch 6, batch 4050, giga_loss[loss=0.2251, simple_loss=0.3068, pruned_loss=0.07172, over 12376.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03171, over 62.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3356, pruned_loss=0.09769, over 2474848.15 frames. utt_duration=460.3 frames, utt_pad_proportion=0.08052, over 21575.55 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3098, pruned_loss=0.06971, over 2134098.71 frames. utt_duration=1288 frames, utt_pad_proportion=0.04826, over 6634.05 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3391, pruned_loss=0.1014, over 2475661.57 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08079, over 23223.29 utterances.], batch size: 62, lr: 5.45e-04
2022-08-23 09:16:03,853 INFO [train.py:927] (4/8) Epoch 6, batch 4100, giga_loss[loss=0.2526, simple_loss=0.3232, pruned_loss=0.09101, over 12382.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06018, over 182.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3352, pruned_loss=0.09649, over 2474088.19 frames. utt_duration=469.1 frames, utt_pad_proportion=0.08054, over 21163.08 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3105, pruned_loss=0.06994, over 2142891.78 frames. utt_duration=1287 frames, utt_pad_proportion=0.04762, over 6667.84 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.338, pruned_loss=0.09989, over 2474395.40 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08116, over 22780.67 utterances.], batch size: 182, lr: 5.45e-04
2022-08-23 09:17:53,872 INFO [train.py:927] (4/8) Epoch 6, batch 4150, giga_loss[loss=0.2732, simple_loss=0.3475, pruned_loss=0.09948, over 12391.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04484, over 146.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3354, pruned_loss=0.09394, over 2474554.15 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07785, over 20926.82 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3116, pruned_loss=0.0701, over 2148043.37 frames. utt_duration=1288 frames, utt_pad_proportion=0.04696, over 6676.78 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3371, pruned_loss=0.09683, over 2474618.29 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07882, over 22383.10 utterances.], batch size: 146, lr: 5.45e-04
2022-08-23 09:19:40,670 INFO [train.py:927] (4/8) Epoch 6, batch 4200, giga_loss[loss=0.2288, simple_loss=0.3089, pruned_loss=0.07431, over 12372.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02807, over 91.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.335, pruned_loss=0.09312, over 2474564.36 frames. utt_duration=475 frames, utt_pad_proportion=0.0758, over 20902.80 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3117, pruned_loss=0.06998, over 2154142.34 frames. utt_duration=1292 frames, utt_pad_proportion=0.04615, over 6678.21 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3368, pruned_loss=0.09592, over 2474949.68 frames. utt_duration=445 frames, utt_pad_proportion=0.07708, over 22316.33 utterances.], batch size: 91, lr: 5.45e-04
2022-08-23 09:21:27,292 INFO [train.py:927] (4/8) Epoch 6, batch 4250, giga_loss[loss=0.2464, simple_loss=0.3137, pruned_loss=0.08949, over 12361.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03222, over 58.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3321, pruned_loss=0.09192, over 2474374.37 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07096, over 20410.68 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3113, pruned_loss=0.06978, over 2164892.97 frames. utt_duration=1297 frames, utt_pad_proportion=0.04478, over 6685.49 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3345, pruned_loss=0.09505, over 2474978.39 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07295, over 21981.89 utterances.], batch size: 58, lr: 5.44e-04
2022-08-23 09:23:13,354 INFO [train.py:927] (4/8) Epoch 6, batch 4300, giga_loss[loss=0.24, simple_loss=0.3193, pruned_loss=0.0804, over 12359.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.0297, over 85.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3302, pruned_loss=0.0912, over 2474729.63 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07023, over 19965.14 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3109, pruned_loss=0.0697, over 2171058.32 frames. utt_duration=1298 frames, utt_pad_proportion=0.04451, over 6696.51 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3328, pruned_loss=0.09415, over 2475207.34 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07217, over 21454.58 utterances.], batch size: 85, lr: 5.44e-04
2022-08-23 09:25:01,420 INFO [train.py:927] (4/8) Epoch 6, batch 4350, giga_loss[loss=0.2464, simple_loss=0.3272, pruned_loss=0.08274, over 12370.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03204, over 104.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3297, pruned_loss=0.08995, over 2475401.91 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07247, over 20055.72 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3103, pruned_loss=0.0694, over 2176866.58 frames. utt_duration=1302 frames, utt_pad_proportion=0.04408, over 6696.43 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3326, pruned_loss=0.09288, over 2475984.32 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07411, over 21462.91 utterances.], batch size: 104, lr: 5.44e-04
2022-08-23 09:26:48,932 INFO [train.py:927] (4/8) Epoch 6, batch 4400, giga_loss[loss=0.25, simple_loss=0.3288, pruned_loss=0.08561, over 12384.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02693, over 66.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3276, pruned_loss=0.08887, over 2474366.87 frames. utt_duration=500 frames, utt_pad_proportion=0.07242, over 19851.61 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3098, pruned_loss=0.06909, over 2183647.98 frames. utt_duration=1306 frames, utt_pad_proportion=0.04315, over 6698.04 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3307, pruned_loss=0.0919, over 2475364.87 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07423, over 21281.31 utterances.], batch size: 66, lr: 5.44e-04
2022-08-23 09:28:33,797 INFO [train.py:927] (4/8) Epoch 6, batch 4450, libri_loss[loss=0.1863, simple_loss=0.2686, pruned_loss=0.05202, over 12408.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007669, over 30.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3255, pruned_loss=0.08866, over 2473579.01 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07896, over 20433.06 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3098, pruned_loss=0.0692, over 2193417.90 frames. utt_duration=1305 frames, utt_pad_proportion=0.04226, over 6731.76 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3286, pruned_loss=0.09169, over 2474617.22 frames. utt_duration=451.2 frames, utt_pad_proportion=0.08065, over 22010.56 utterances.], batch size: 30, lr: 5.44e-04
2022-08-23 09:30:19,757 INFO [train.py:927] (4/8) Epoch 6, batch 4500, giga_loss[loss=0.2393, simple_loss=0.3189, pruned_loss=0.07984, over 12428.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03292, over 75.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3238, pruned_loss=0.08819, over 2473338.56 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07561, over 19953.94 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3101, pruned_loss=0.06935, over 2199069.67 frames. utt_duration=1302 frames, utt_pad_proportion=0.04176, over 6762.93 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3263, pruned_loss=0.09081, over 2474082.01 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07757, over 21410.27 utterances.], batch size: 75, lr: 5.44e-04
2022-08-23 09:32:10,762 INFO [train.py:927] (4/8) Epoch 6, batch 4550, giga_loss[loss=0.3228, simple_loss=0.3638, pruned_loss=0.1409, over 12361.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1978, over 366.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3245, pruned_loss=0.08878, over 2473696.42 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07707, over 20487.15 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3107, pruned_loss=0.06936, over 2204483.94 frames. utt_duration=1304 frames, utt_pad_proportion=0.04106, over 6770.65 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3262, pruned_loss=0.0912, over 2474314.63 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07887, over 21877.33 utterances.], batch size: 366, lr: 5.44e-04
2022-08-23 09:33:53,949 INFO [train.py:927] (4/8) Epoch 6, batch 4600, giga_loss[loss=0.2029, simple_loss=0.2971, pruned_loss=0.05433, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02251, over 48.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3257, pruned_loss=0.08879, over 2474517.61 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07739, over 20569.38 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3114, pruned_loss=0.06943, over 2213600.46 frames. utt_duration=1295 frames, utt_pad_proportion=0.04486, over 6847.67 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.327, pruned_loss=0.09127, over 2475184.12 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07821, over 22032.76 utterances.], batch size: 48, lr: 5.44e-04
2022-08-23 09:35:38,480 INFO [train.py:927] (4/8) Epoch 6, batch 4650, giga_loss[loss=0.2422, simple_loss=0.3266, pruned_loss=0.07887, over 12401.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03354, over 122.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3247, pruned_loss=0.08723, over 2474943.91 frames. utt_duration=490 frames, utt_pad_proportion=0.07507, over 20262.61 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3113, pruned_loss=0.06921, over 2221150.85 frames. utt_duration=1300 frames, utt_pad_proportion=0.04418, over 6841.19 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3262, pruned_loss=0.08992, over 2475656.53 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07635, over 21816.21 utterances.], batch size: 122, lr: 5.44e-04
2022-08-23 09:37:27,199 INFO [train.py:927] (4/8) Epoch 6, batch 4700, giga_loss[loss=0.4055, simple_loss=0.4312, pruned_loss=0.1899, over 12352.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 258.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3259, pruned_loss=0.08889, over 2475028.36 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07867, over 21049.81 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3113, pruned_loss=0.06921, over 2226100.34 frames. utt_duration=1287 frames, utt_pad_proportion=0.04889, over 6929.36 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3274, pruned_loss=0.09135, over 2475674.91 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07855, over 22446.59 utterances.], batch size: 258, lr: 5.44e-04
2022-08-23 09:39:09,156 INFO [train.py:927] (4/8) Epoch 6, batch 4750, giga_loss[loss=0.2662, simple_loss=0.3374, pruned_loss=0.09752, over 12330.00 frames. utt_duration=705.9 frames, utt_pad_proportion=0.03175, over 70.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3271, pruned_loss=0.09129, over 2475119.93 frames. utt_duration=471 frames, utt_pad_proportion=0.07733, over 21084.10 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3108, pruned_loss=0.0691, over 2231681.36 frames. utt_duration=1292 frames, utt_pad_proportion=0.04793, over 6915.30 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.329, pruned_loss=0.09382, over 2476171.01 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07774, over 22529.61 utterances.], batch size: 70, lr: 5.43e-04
2022-08-23 09:40:53,395 INFO [train.py:927] (4/8) Epoch 6, batch 4800, giga_loss[loss=0.412, simple_loss=0.4429, pruned_loss=0.1906, over 12398.00 frames. utt_duration=191.5 frames, utt_pad_proportion=0.1136, over 261.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3285, pruned_loss=0.0929, over 2475148.83 frames. utt_duration=466 frames, utt_pad_proportion=0.0781, over 21312.22 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3106, pruned_loss=0.06919, over 2238836.85 frames. utt_duration=1293 frames, utt_pad_proportion=0.04721, over 6931.61 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3306, pruned_loss=0.09548, over 2476056.74 frames. utt_duration=435.2 frames, utt_pad_proportion=0.0788, over 22836.62 utterances.], batch size: 261, lr: 5.43e-04
2022-08-23 09:42:34,740 INFO [train.py:927] (4/8) Epoch 6, batch 4850, giga_loss[loss=0.2072, simple_loss=0.3063, pruned_loss=0.0541, over 12317.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02831, over 74.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3278, pruned_loss=0.09171, over 2474580.95 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07913, over 21005.46 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3107, pruned_loss=0.0693, over 2245717.63 frames. utt_duration=1297 frames, utt_pad_proportion=0.04607, over 6934.44 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.33, pruned_loss=0.0943, over 2475431.19 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08017, over 22598.42 utterances.], batch size: 74, lr: 5.43e-04
2022-08-23 09:44:17,202 INFO [train.py:927] (4/8) Epoch 6, batch 4900, giga_loss[loss=0.2476, simple_loss=0.3192, pruned_loss=0.08807, over 12426.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03823, over 133.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3247, pruned_loss=0.08873, over 2474678.06 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07409, over 20066.91 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3101, pruned_loss=0.06899, over 2252426.22 frames. utt_duration=1299 frames, utt_pad_proportion=0.04544, over 6942.54 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3273, pruned_loss=0.09162, over 2475446.42 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07577, over 21701.00 utterances.], batch size: 133, lr: 5.43e-04
2022-08-23 09:46:06,056 INFO [train.py:927] (4/8) Epoch 6, batch 4950, giga_loss[loss=0.239, simple_loss=0.318, pruned_loss=0.08004, over 12347.00 frames. utt_duration=798 frames, utt_pad_proportion=0.0339, over 62.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3236, pruned_loss=0.08888, over 2475568.66 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07333, over 20296.87 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3103, pruned_loss=0.06923, over 2254777.86 frames. utt_duration=1300 frames, utt_pad_proportion=0.04504, over 6947.11 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3256, pruned_loss=0.09113, over 2476059.79 frames. utt_duration=458.1 frames, utt_pad_proportion=0.0749, over 21691.96 utterances.], batch size: 62, lr: 5.43e-04
2022-08-23 09:47:53,503 INFO [train.py:927] (4/8) Epoch 6, batch 5000, giga_loss[loss=0.302, simple_loss=0.3657, pruned_loss=0.1192, over 12379.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03368, over 80.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3257, pruned_loss=0.08947, over 2475439.16 frames. utt_duration=507.1 frames, utt_pad_proportion=0.0707, over 19581.51 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3101, pruned_loss=0.0693, over 2259978.49 frames. utt_duration=1304 frames, utt_pad_proportion=0.04428, over 6942.40 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3278, pruned_loss=0.09167, over 2476105.49 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07256, over 20998.71 utterances.], batch size: 80, lr: 5.43e-04
2022-08-23 09:49:39,679 INFO [train.py:927] (4/8) Epoch 6, batch 5050, giga_loss[loss=0.2413, simple_loss=0.3162, pruned_loss=0.08315, over 12408.00 frames. utt_duration=547 frames, utt_pad_proportion=0.02501, over 91.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3318, pruned_loss=0.09289, over 2475507.70 frames. utt_duration=503.1 frames, utt_pad_proportion=0.0684, over 19737.29 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3103, pruned_loss=0.06944, over 2265453.12 frames. utt_duration=1304 frames, utt_pad_proportion=0.04334, over 6958.65 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3338, pruned_loss=0.09505, over 2475904.88 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07052, over 21151.06 utterances.], batch size: 91, lr: 5.43e-04
2022-08-23 09:51:20,522 INFO [train.py:927] (4/8) Epoch 6, batch 5100, giga_loss[loss=0.2493, simple_loss=0.3245, pruned_loss=0.0871, over 12381.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.03016, over 58.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3324, pruned_loss=0.09353, over 2475301.76 frames. utt_duration=528.1 frames, utt_pad_proportion=0.06539, over 18799.78 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3101, pruned_loss=0.06958, over 2273332.83 frames. utt_duration=1291 frames, utt_pad_proportion=0.04865, over 7051.52 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3351, pruned_loss=0.09607, over 2475984.22 frames. utt_duration=489 frames, utt_pad_proportion=0.06608, over 20315.86 utterances.], batch size: 58, lr: 5.43e-04
2022-08-23 09:53:04,521 INFO [train.py:927] (4/8) Epoch 6, batch 5150, giga_loss[loss=0.2748, simple_loss=0.3515, pruned_loss=0.09907, over 12376.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05217, over 161.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3322, pruned_loss=0.09392, over 2475632.38 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06811, over 19234.69 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3099, pruned_loss=0.06957, over 2279344.04 frames. utt_duration=1295 frames, utt_pad_proportion=0.0476, over 7050.08 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.335, pruned_loss=0.09657, over 2476168.83 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06895, over 20758.80 utterances.], batch size: 161, lr: 5.43e-04
2022-08-23 09:54:47,103 INFO [train.py:927] (4/8) Epoch 6, batch 5200, giga_loss[loss=0.229, simple_loss=0.2952, pruned_loss=0.08144, over 12316.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02613, over 45.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3303, pruned_loss=0.09313, over 2475262.97 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06488, over 19200.81 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3107, pruned_loss=0.06951, over 2283242.94 frames. utt_duration=1297 frames, utt_pad_proportion=0.04715, over 7052.06 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3322, pruned_loss=0.09571, over 2475676.81 frames. utt_duration=481.6 frames, utt_pad_proportion=0.066, over 20625.92 utterances.], batch size: 45, lr: 5.43e-04
2022-08-23 09:56:30,247 INFO [train.py:927] (4/8) Epoch 6, batch 5250, libri_loss[loss=0.2447, simple_loss=0.3276, pruned_loss=0.08087, over 12404.00 frames. utt_duration=765.1 frames, utt_pad_proportion=0.1296, over 65.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3297, pruned_loss=0.09332, over 2474843.64 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07305, over 20243.53 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3104, pruned_loss=0.06924, over 2289487.38 frames. utt_duration=1286 frames, utt_pad_proportion=0.05134, over 7131.13 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3321, pruned_loss=0.09635, over 2475522.98 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0725, over 21710.65 utterances.], batch size: 65, lr: 5.42e-04
2022-08-23 09:58:14,358 INFO [train.py:927] (4/8) Epoch 6, batch 5300, giga_loss[loss=0.2408, simple_loss=0.3172, pruned_loss=0.08226, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03323, over 58.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3274, pruned_loss=0.09159, over 2474627.22 frames. utt_duration=511 frames, utt_pad_proportion=0.07214, over 19427.93 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3103, pruned_loss=0.06916, over 2293712.04 frames. utt_duration=1287 frames, utt_pad_proportion=0.05034, over 7136.71 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3298, pruned_loss=0.09463, over 2475536.95 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07225, over 20898.23 utterances.], batch size: 58, lr: 5.42e-04
2022-08-23 09:59:58,841 INFO [train.py:927] (4/8) Epoch 6, batch 5350, giga_loss[loss=0.2999, simple_loss=0.3619, pruned_loss=0.1189, over 12412.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.0434, over 146.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3272, pruned_loss=0.09166, over 2475068.61 frames. utt_duration=505.4 frames, utt_pad_proportion=0.07004, over 19646.46 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3104, pruned_loss=0.06917, over 2294708.48 frames. utt_duration=1288 frames, utt_pad_proportion=0.05012, over 7136.03 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3291, pruned_loss=0.09412, over 2475705.60 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07034, over 20846.21 utterances.], batch size: 146, lr: 5.42e-04
2022-08-23 10:01:44,706 INFO [train.py:927] (4/8) Epoch 6, batch 5400, giga_loss[loss=0.2188, simple_loss=0.293, pruned_loss=0.07232, over 12316.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.03253, over 48.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3296, pruned_loss=0.0939, over 2473932.61 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07174, over 20245.54 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3107, pruned_loss=0.06939, over 2298291.67 frames. utt_duration=1289 frames, utt_pad_proportion=0.04939, over 7140.27 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3312, pruned_loss=0.09608, over 2474417.32 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07223, over 21421.00 utterances.], batch size: 48, lr: 5.42e-04
2022-08-23 10:03:30,588 INFO [train.py:927] (4/8) Epoch 6, batch 5450, giga_loss[loss=0.2409, simple_loss=0.3317, pruned_loss=0.07509, over 12459.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03076, over 75.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3308, pruned_loss=0.09219, over 2473665.61 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07117, over 19909.89 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3112, pruned_loss=0.06949, over 2299220.21 frames. utt_duration=1288 frames, utt_pad_proportion=0.04923, over 7147.57 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3317, pruned_loss=0.09391, over 2473994.65 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07168, over 20882.62 utterances.], batch size: 75, lr: 5.42e-04
2022-08-23 10:05:13,623 INFO [train.py:927] (4/8) Epoch 6, batch 5500, giga_loss[loss=0.3412, simple_loss=0.3921, pruned_loss=0.1452, over 12370.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0604, over 182.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3328, pruned_loss=0.09186, over 2474096.55 frames. utt_duration=527.7 frames, utt_pad_proportion=0.0648, over 18805.06 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3113, pruned_loss=0.06964, over 2303524.87 frames. utt_duration=1293 frames, utt_pad_proportion=0.04832, over 7133.95 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3338, pruned_loss=0.0936, over 2474368.51 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06596, over 19861.39 utterances.], batch size: 182, lr: 5.42e-04
2022-08-23 10:06:59,348 INFO [train.py:927] (4/8) Epoch 6, batch 5550, giga_loss[loss=0.3724, simple_loss=0.4032, pruned_loss=0.1708, over 12382.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1078, over 259.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3339, pruned_loss=0.09336, over 2474499.23 frames. utt_duration=521 frames, utt_pad_proportion=0.06359, over 19051.54 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3112, pruned_loss=0.06966, over 2306027.30 frames. utt_duration=1291 frames, utt_pad_proportion=0.04801, over 7150.93 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3351, pruned_loss=0.09502, over 2474754.41 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06472, over 20027.66 utterances.], batch size: 259, lr: 5.42e-04
2022-08-23 10:08:42,053 INFO [train.py:927] (4/8) Epoch 6, batch 5600, giga_loss[loss=0.3054, simple_loss=0.3605, pruned_loss=0.1252, over 12357.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3336, pruned_loss=0.09332, over 2474265.67 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06824, over 20208.78 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.311, pruned_loss=0.06956, over 2307660.39 frames. utt_duration=1294 frames, utt_pad_proportion=0.04765, over 7142.46 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.335, pruned_loss=0.09493, over 2474520.90 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06907, over 21098.17 utterances.], batch size: 258, lr: 5.42e-04
2022-08-23 10:10:27,090 INFO [train.py:927] (4/8) Epoch 6, batch 5650, libri_loss[loss=0.253, simple_loss=0.3316, pruned_loss=0.08723, over 12382.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02569, over 43.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3331, pruned_loss=0.09112, over 2474566.26 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06905, over 19765.82 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3111, pruned_loss=0.06971, over 2312601.84 frames. utt_duration=1279 frames, utt_pad_proportion=0.05146, over 7239.07 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3346, pruned_loss=0.09288, over 2474757.87 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06882, over 20737.78 utterances.], batch size: 43, lr: 5.42e-04
2022-08-23 10:12:12,663 INFO [train.py:927] (4/8) Epoch 6, batch 5700, giga_loss[loss=0.2469, simple_loss=0.3239, pruned_loss=0.08497, over 12407.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05055, over 161.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3334, pruned_loss=0.09225, over 2474321.53 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07448, over 20788.43 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3107, pruned_loss=0.06961, over 2316621.05 frames. utt_duration=1284 frames, utt_pad_proportion=0.05044, over 7225.28 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3355, pruned_loss=0.09427, over 2474447.75 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07457, over 21893.95 utterances.], batch size: 161, lr: 5.42e-04
2022-08-23 10:13:57,795 INFO [train.py:927] (4/8) Epoch 6, batch 5750, libri_loss[loss=0.2126, simple_loss=0.305, pruned_loss=0.06009, over 12340.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005855, over 33.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3315, pruned_loss=0.0918, over 2474724.09 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07631, over 20680.12 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.311, pruned_loss=0.06964, over 2319054.96 frames. utt_duration=1281 frames, utt_pad_proportion=0.05028, over 7247.70 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3332, pruned_loss=0.0937, over 2474761.35 frames. utt_duration=457.2 frames, utt_pad_proportion=0.0765, over 21721.62 utterances.], batch size: 33, lr: 5.41e-04
2022-08-23 10:15:43,972 INFO [train.py:927] (4/8) Epoch 6, batch 5800, giga_loss[loss=0.2447, simple_loss=0.3229, pruned_loss=0.08327, over 12442.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03183, over 80.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3293, pruned_loss=0.09059, over 2475006.68 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07265, over 19950.88 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3115, pruned_loss=0.06995, over 2324467.52 frames. utt_duration=1284 frames, utt_pad_proportion=0.04906, over 7248.14 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3309, pruned_loss=0.09255, over 2474991.85 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07367, over 21214.09 utterances.], batch size: 80, lr: 5.41e-04
2022-08-23 10:17:27,658 INFO [train.py:927] (4/8) Epoch 6, batch 5850, giga_loss[loss=0.2832, simple_loss=0.3527, pruned_loss=0.1069, over 12431.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06632, over 184.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3282, pruned_loss=0.09087, over 2475448.61 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07419, over 20444.54 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3112, pruned_loss=0.06996, over 2328524.87 frames. utt_duration=1290 frames, utt_pad_proportion=0.0479, over 7226.01 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3301, pruned_loss=0.09298, over 2475799.22 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07539, over 21815.75 utterances.], batch size: 184, lr: 5.41e-04
2022-08-23 10:19:10,314 INFO [train.py:927] (4/8) Epoch 6, batch 5900, libri_loss[loss=0.1677, simple_loss=0.2466, pruned_loss=0.04444, over 12269.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01062, over 28.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3244, pruned_loss=0.0874, over 2475476.73 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07234, over 20461.40 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3107, pruned_loss=0.06975, over 2330447.24 frames. utt_duration=1295 frames, utt_pad_proportion=0.04741, over 7208.70 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3266, pruned_loss=0.0895, over 2476000.70 frames. utt_duration=457 frames, utt_pad_proportion=0.07365, over 21740.86 utterances.], batch size: 28, lr: 5.41e-04
2022-08-23 10:20:57,484 INFO [train.py:927] (4/8) Epoch 6, batch 5950, libri_loss[loss=0.2233, simple_loss=0.33, pruned_loss=0.05828, over 12273.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01093, over 28.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3229, pruned_loss=0.08586, over 2475408.27 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07312, over 20722.55 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3108, pruned_loss=0.06955, over 2333664.83 frames. utt_duration=1300 frames, utt_pad_proportion=0.04667, over 7189.62 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3248, pruned_loss=0.08809, over 2476168.75 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07453, over 22077.37 utterances.], batch size: 28, lr: 5.41e-04
2022-08-23 10:22:39,090 INFO [train.py:927] (4/8) Epoch 6, batch 6000, giga_loss[loss=0.217, simple_loss=0.3045, pruned_loss=0.06477, over 12362.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02932, over 70.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3201, pruned_loss=0.08498, over 2475399.67 frames. utt_duration=488.6 frames, utt_pad_proportion=0.0723, over 20324.01 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3105, pruned_loss=0.06925, over 2340218.87 frames. utt_duration=1301 frames, utt_pad_proportion=0.04544, over 7201.97 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3223, pruned_loss=0.08771, over 2475728.70 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07431, over 21966.13 utterances.], batch size: 70, lr: 5.41e-04
2022-08-23 10:22:39,092 INFO [train.py:958] (4/8) Computing validation loss
2022-08-23 10:22:52,684 INFO [train.py:967] (4/8) Epoch 6, validation: loss=0.1892, simple_loss=0.2971, pruned_loss=0.04062, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 10:24:35,904 INFO [train.py:927] (4/8) Epoch 6, batch 6050, giga_loss[loss=0.2949, simple_loss=0.3568, pruned_loss=0.1166, over 12388.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07378, over 212.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3219, pruned_loss=0.08652, over 2475395.41 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07578, over 21081.31 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3105, pruned_loss=0.06936, over 2342478.52 frames. utt_duration=1303 frames, utt_pad_proportion=0.04477, over 7201.92 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3239, pruned_loss=0.08891, over 2476056.08 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07752, over 22643.25 utterances.], batch size: 212, lr: 5.41e-04
2022-08-23 10:26:17,388 INFO [train.py:927] (4/8) Epoch 6, batch 6100, giga_loss[loss=0.3145, simple_loss=0.3631, pruned_loss=0.133, over 12371.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1081, over 259.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3221, pruned_loss=0.08671, over 2475354.36 frames. utt_duration=457.4 frames, utt_pad_proportion=0.08183, over 21715.18 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3102, pruned_loss=0.06934, over 2348818.40 frames. utt_duration=1300 frames, utt_pad_proportion=0.04452, over 7236.71 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3245, pruned_loss=0.08944, over 2476049.40 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08342, over 23593.37 utterances.], batch size: 259, lr: 5.41e-04
2022-08-23 10:28:01,811 INFO [train.py:927] (4/8) Epoch 6, batch 6150, giga_loss[loss=0.2777, simple_loss=0.3281, pruned_loss=0.1136, over 12327.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1985, over 366.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3229, pruned_loss=0.08785, over 2475175.38 frames. utt_duration=457.2 frames, utt_pad_proportion=0.08236, over 21725.82 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3106, pruned_loss=0.06963, over 2351825.10 frames. utt_duration=1294 frames, utt_pad_proportion=0.04469, over 7277.40 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3247, pruned_loss=0.09019, over 2475831.87 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08383, over 23520.01 utterances.], batch size: 366, lr: 5.41e-04
2022-08-23 10:29:46,626 INFO [train.py:927] (4/8) Epoch 6, batch 6200, giga_loss[loss=0.2536, simple_loss=0.327, pruned_loss=0.09013, over 12370.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0311, over 97.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3245, pruned_loss=0.08906, over 2474687.73 frames. utt_duration=465.6 frames, utt_pad_proportion=0.08007, over 21329.35 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.31, pruned_loss=0.06945, over 2354569.06 frames. utt_duration=1299 frames, utt_pad_proportion=0.04391, over 7257.77 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3267, pruned_loss=0.09148, over 2475464.62 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08187, over 23091.29 utterances.], batch size: 97, lr: 5.41e-04
2022-08-23 10:31:32,546 INFO [train.py:927] (4/8) Epoch 6, batch 6250, giga_loss[loss=0.3097, simple_loss=0.3484, pruned_loss=0.1355, over 12343.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2043, over 369.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3261, pruned_loss=0.09015, over 2474999.54 frames. utt_duration=454 frames, utt_pad_proportion=0.08006, over 21874.73 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.31, pruned_loss=0.06956, over 2356894.36 frames. utt_duration=1300 frames, utt_pad_proportion=0.04324, over 7258.61 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3281, pruned_loss=0.09232, over 2475665.20 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08179, over 23519.25 utterances.], batch size: 369, lr: 5.40e-04
2022-08-23 10:33:19,826 INFO [train.py:927] (4/8) Epoch 6, batch 6300, giga_loss[loss=0.2538, simple_loss=0.3341, pruned_loss=0.08672, over 12457.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04039, over 114.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3281, pruned_loss=0.09029, over 2475622.65 frames. utt_duration=439.1 frames, utt_pad_proportion=0.08007, over 22626.80 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3099, pruned_loss=0.06952, over 2359454.13 frames. utt_duration=1303 frames, utt_pad_proportion=0.04275, over 7254.00 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3303, pruned_loss=0.09254, over 2476502.96 frames. utt_duration=409.2 frames, utt_pad_proportion=0.08182, over 24295.38 utterances.], batch size: 114, lr: 5.40e-04
2022-08-23 10:35:07,167 INFO [train.py:927] (4/8) Epoch 6, batch 6350, giga_loss[loss=0.2341, simple_loss=0.3145, pruned_loss=0.07683, over 12441.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03197, over 75.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.327, pruned_loss=0.08977, over 2476390.05 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07666, over 21569.90 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.31, pruned_loss=0.06958, over 2363144.57 frames. utt_duration=1305 frames, utt_pad_proportion=0.04173, over 7253.29 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3291, pruned_loss=0.09207, over 2476884.60 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07891, over 23300.52 utterances.], batch size: 75, lr: 5.40e-04
2022-08-23 10:36:50,800 INFO [train.py:927] (4/8) Epoch 6, batch 6400, giga_loss[loss=0.2303, simple_loss=0.2997, pruned_loss=0.08039, over 12286.00 frames. utt_duration=965.3 frames, utt_pad_proportion=0.03081, over 51.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3262, pruned_loss=0.08963, over 2475526.05 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07761, over 21053.23 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3103, pruned_loss=0.06985, over 2368284.64 frames. utt_duration=1277 frames, utt_pad_proportion=0.05032, over 7429.11 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3284, pruned_loss=0.09217, over 2476237.75 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07767, over 22926.19 utterances.], batch size: 51, lr: 5.40e-04
2022-08-23 10:38:34,441 INFO [train.py:927] (4/8) Epoch 6, batch 6450, giga_loss[loss=0.2761, simple_loss=0.3373, pruned_loss=0.1075, over 12410.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.0723, over 212.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3251, pruned_loss=0.08935, over 2475275.22 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07522, over 21135.83 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.31, pruned_loss=0.06968, over 2370606.71 frames. utt_duration=1281 frames, utt_pad_proportion=0.04932, over 7411.61 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3274, pruned_loss=0.09194, over 2476143.38 frames. utt_duration=433.2 frames, utt_pad_proportion=0.0759, over 22941.10 utterances.], batch size: 212, lr: 5.40e-04
2022-08-23 10:40:14,675 INFO [train.py:927] (4/8) Epoch 6, batch 6500, giga_loss[loss=0.2059, simple_loss=0.2851, pruned_loss=0.0633, over 12405.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04163, over 26.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3244, pruned_loss=0.08892, over 2475449.57 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07141, over 20383.45 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.31, pruned_loss=0.06966, over 2373235.75 frames. utt_duration=1279 frames, utt_pad_proportion=0.04898, over 7433.36 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3266, pruned_loss=0.09141, over 2476104.20 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07258, over 22099.72 utterances.], batch size: 26, lr: 5.40e-04
2022-08-23 10:42:01,778 INFO [train.py:927] (4/8) Epoch 6, batch 6550, libri_loss[loss=0.1969, simple_loss=0.2821, pruned_loss=0.05591, over 12458.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.0058, over 32.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3267, pruned_loss=0.09077, over 2474971.18 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07105, over 20627.69 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3095, pruned_loss=0.06939, over 2375724.48 frames. utt_duration=1284 frames, utt_pad_proportion=0.04798, over 7407.78 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3294, pruned_loss=0.0936, over 2475991.41 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07247, over 22405.08 utterances.], batch size: 32, lr: 5.40e-04
2022-08-23 10:43:41,785 INFO [train.py:927] (4/8) Epoch 6, batch 6600, giga_loss[loss=0.3022, simple_loss=0.3453, pruned_loss=0.1296, over 12339.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2047, over 369.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3263, pruned_loss=0.09108, over 2474470.43 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07108, over 20383.10 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3087, pruned_loss=0.06899, over 2379057.03 frames. utt_duration=1287 frames, utt_pad_proportion=0.04717, over 7405.53 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3297, pruned_loss=0.09438, over 2475387.20 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07267, over 22218.21 utterances.], batch size: 369, lr: 5.40e-04
2022-08-23 10:45:23,123 INFO [train.py:927] (4/8) Epoch 6, batch 6650, giga_loss[loss=0.2778, simple_loss=0.341, pruned_loss=0.1074, over 12383.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07066, over 212.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3267, pruned_loss=0.09145, over 2474739.64 frames. utt_duration=479 frames, utt_pad_proportion=0.07393, over 20729.23 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3086, pruned_loss=0.06896, over 2381893.64 frames. utt_duration=1274 frames, utt_pad_proportion=0.05131, over 7485.57 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.33, pruned_loss=0.09475, over 2475469.52 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07399, over 22488.49 utterances.], batch size: 212, lr: 5.40e-04
2022-08-23 10:47:06,009 INFO [train.py:927] (4/8) Epoch 6, batch 6700, giga_loss[loss=0.2526, simple_loss=0.3316, pruned_loss=0.0868, over 12440.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.0304, over 80.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3275, pruned_loss=0.09147, over 2474505.86 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06795, over 19852.23 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3088, pruned_loss=0.06891, over 2383421.24 frames. utt_duration=1276 frames, utt_pad_proportion=0.05053, over 7477.84 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3303, pruned_loss=0.09454, over 2475386.45 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06878, over 21486.65 utterances.], batch size: 80, lr: 5.40e-04
2022-08-23 10:48:49,940 INFO [train.py:927] (4/8) Epoch 6, batch 6750, giga_loss[loss=0.2167, simple_loss=0.2999, pruned_loss=0.06674, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02693, over 48.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3282, pruned_loss=0.09223, over 2473981.04 frames. utt_duration=510 frames, utt_pad_proportion=0.06921, over 19461.21 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3087, pruned_loss=0.06888, over 2384628.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05003, over 7471.74 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3308, pruned_loss=0.095, over 2474811.12 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07004, over 20921.39 utterances.], batch size: 48, lr: 5.39e-04
2022-08-23 10:50:32,601 INFO [train.py:927] (4/8) Epoch 6, batch 6800, libri_loss[loss=0.2198, simple_loss=0.3183, pruned_loss=0.06068, over 12314.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006189, over 36.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3286, pruned_loss=0.09099, over 2473777.36 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06582, over 18910.54 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3086, pruned_loss=0.06876, over 2386508.91 frames. utt_duration=1283 frames, utt_pad_proportion=0.04908, over 7451.22 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3311, pruned_loss=0.09383, over 2474756.01 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06717, over 20366.78 utterances.], batch size: 36, lr: 5.39e-04
2022-08-23 10:52:18,914 INFO [train.py:927] (4/8) Epoch 6, batch 6850, giga_loss[loss=0.2837, simple_loss=0.3545, pruned_loss=0.1065, over 12418.00 frames. utt_duration=308 frames, utt_pad_proportion=0.0524, over 162.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3277, pruned_loss=0.09013, over 2473750.78 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06944, over 19032.35 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3092, pruned_loss=0.06886, over 2388179.69 frames. utt_duration=1284 frames, utt_pad_proportion=0.04863, over 7447.38 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3296, pruned_loss=0.09271, over 2474594.06 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07059, over 20410.44 utterances.], batch size: 162, lr: 5.39e-04
2022-08-23 10:54:00,629 INFO [train.py:927] (4/8) Epoch 6, batch 6900, libri_loss[loss=0.2514, simple_loss=0.3345, pruned_loss=0.08418, over 12285.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007927, over 37.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3283, pruned_loss=0.09025, over 2473351.34 frames. utt_duration=523.2 frames, utt_pad_proportion=0.07003, over 18963.60 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3102, pruned_loss=0.06921, over 2390996.85 frames. utt_duration=1271 frames, utt_pad_proportion=0.04951, over 7534.24 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3295, pruned_loss=0.09269, over 2474174.37 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07095, over 20365.35 utterances.], batch size: 37, lr: 5.39e-04
2022-08-23 10:55:48,571 INFO [train.py:927] (4/8) Epoch 6, batch 6950, giga_loss[loss=0.2438, simple_loss=0.3078, pruned_loss=0.08992, over 12351.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03256, over 85.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3288, pruned_loss=0.0918, over 2473694.30 frames. utt_duration=510.9 frames, utt_pad_proportion=0.07128, over 19423.98 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3102, pruned_loss=0.0691, over 2393669.95 frames. utt_duration=1268 frames, utt_pad_proportion=0.049, over 7560.01 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3302, pruned_loss=0.09443, over 2474143.21 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07234, over 20833.15 utterances.], batch size: 85, lr: 5.39e-04
2022-08-23 10:57:34,030 INFO [train.py:927] (4/8) Epoch 6, batch 7000, giga_loss[loss=0.2645, simple_loss=0.3399, pruned_loss=0.09455, over 12360.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03632, over 122.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3311, pruned_loss=0.09424, over 2474498.54 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07301, over 19977.53 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3104, pruned_loss=0.06911, over 2394602.06 frames. utt_duration=1262 frames, utt_pad_proportion=0.04971, over 7596.37 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3323, pruned_loss=0.09653, over 2474728.24 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07361, over 21165.91 utterances.], batch size: 122, lr: 5.39e-04
2022-08-23 10:59:15,449 INFO [train.py:927] (4/8) Epoch 6, batch 7050, giga_loss[loss=0.2474, simple_loss=0.3283, pruned_loss=0.08329, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03173, over 75.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3306, pruned_loss=0.09399, over 2473916.37 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07376, over 19876.65 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3098, pruned_loss=0.06893, over 2397509.38 frames. utt_duration=1270 frames, utt_pad_proportion=0.04835, over 7558.26 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3327, pruned_loss=0.09686, over 2474303.60 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0749, over 21300.26 utterances.], batch size: 75, lr: 5.39e-04
2022-08-23 11:00:59,202 INFO [train.py:927] (4/8) Epoch 6, batch 7100, giga_loss[loss=0.2555, simple_loss=0.3265, pruned_loss=0.09223, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02467, over 48.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3303, pruned_loss=0.09339, over 2474960.73 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07269, over 19856.24 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3098, pruned_loss=0.06895, over 2398911.95 frames. utt_duration=1271 frames, utt_pad_proportion=0.04779, over 7555.88 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3323, pruned_loss=0.09598, over 2475033.76 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07395, over 21152.98 utterances.], batch size: 48, lr: 5.39e-04
2022-08-23 11:02:42,693 INFO [train.py:927] (4/8) Epoch 6, batch 7150, giga_loss[loss=0.25, simple_loss=0.3108, pruned_loss=0.09457, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0315, over 40.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3287, pruned_loss=0.09203, over 2473827.39 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06866, over 19137.62 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3095, pruned_loss=0.06869, over 2400992.26 frames. utt_duration=1272 frames, utt_pad_proportion=0.04771, over 7557.65 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3311, pruned_loss=0.09499, over 2474009.56 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07016, over 20498.75 utterances.], batch size: 40, lr: 5.39e-04
2022-08-23 11:04:27,785 INFO [train.py:927] (4/8) Epoch 6, batch 7200, giga_loss[loss=0.253, simple_loss=0.3279, pruned_loss=0.08908, over 12380.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03561, over 113.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3272, pruned_loss=0.091, over 2473819.01 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06776, over 19110.84 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3094, pruned_loss=0.0687, over 2401616.73 frames. utt_duration=1273 frames, utt_pad_proportion=0.04732, over 7553.09 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3293, pruned_loss=0.09352, over 2474054.86 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06919, over 20287.28 utterances.], batch size: 113, lr: 5.39e-04
2022-08-23 11:06:13,541 INFO [train.py:927] (4/8) Epoch 6, batch 7250, giga_loss[loss=0.234, simple_loss=0.3144, pruned_loss=0.07678, over 12362.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.324, pruned_loss=0.08984, over 2474460.63 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06552, over 19196.62 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3093, pruned_loss=0.06859, over 2403127.76 frames. utt_duration=1275 frames, utt_pad_proportion=0.04666, over 7548.15 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3261, pruned_loss=0.09228, over 2474585.94 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06709, over 20322.80 utterances.], batch size: 62, lr: 5.38e-04
2022-08-23 11:07:59,974 INFO [train.py:927] (4/8) Epoch 6, batch 7300, libri_loss[loss=0.2343, simple_loss=0.3388, pruned_loss=0.0649, over 12285.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006964, over 37.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3233, pruned_loss=0.08985, over 2474181.68 frames. utt_duration=501 frames, utt_pad_proportion=0.0696, over 19811.34 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3097, pruned_loss=0.06858, over 2404612.14 frames. utt_duration=1280 frames, utt_pad_proportion=0.04579, over 7523.77 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3249, pruned_loss=0.09228, over 2474554.93 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07102, over 20999.69 utterances.], batch size: 37, lr: 5.38e-04
2022-08-23 11:09:43,392 INFO [train.py:927] (4/8) Epoch 6, batch 7350, giga_loss[loss=0.2439, simple_loss=0.3285, pruned_loss=0.07968, over 12393.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.0264, over 91.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.323, pruned_loss=0.08665, over 2474615.47 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06554, over 19750.21 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3099, pruned_loss=0.06835, over 2405740.16 frames. utt_duration=1282 frames, utt_pad_proportion=0.04514, over 7512.36 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3243, pruned_loss=0.08911, over 2475115.06 frames. utt_duration=475 frames, utt_pad_proportion=0.0672, over 20906.29 utterances.], batch size: 91, lr: 5.38e-04
2022-08-23 11:11:25,675 INFO [train.py:927] (4/8) Epoch 6, batch 7400, libri_loss[loss=0.1814, simple_loss=0.2761, pruned_loss=0.04333, over 12438.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.00692, over 32.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3204, pruned_loss=0.08357, over 2474658.04 frames. utt_duration=477.4 frames, utt_pad_proportion=0.06846, over 20797.12 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3095, pruned_loss=0.06833, over 2407465.64 frames. utt_duration=1288 frames, utt_pad_proportion=0.04414, over 7483.35 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3222, pruned_loss=0.08603, over 2475346.58 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07008, over 22114.25 utterances.], batch size: 32, lr: 5.38e-04
2022-08-23 11:13:10,602 INFO [train.py:927] (4/8) Epoch 6, batch 7450, giga_loss[loss=0.2386, simple_loss=0.3271, pruned_loss=0.0751, over 12362.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03161, over 97.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3178, pruned_loss=0.08045, over 2474793.03 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06624, over 20640.14 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3091, pruned_loss=0.06824, over 2409396.28 frames. utt_duration=1293 frames, utt_pad_proportion=0.04304, over 7461.82 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3198, pruned_loss=0.08293, over 2475679.47 frames. utt_duration=448.6 frames, utt_pad_proportion=0.06827, over 22145.80 utterances.], batch size: 97, lr: 5.38e-04
2022-08-23 11:14:49,345 INFO [train.py:927] (4/8) Epoch 6, batch 7500, giga_loss[loss=0.2393, simple_loss=0.3213, pruned_loss=0.07867, over 12437.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3184, pruned_loss=0.07969, over 2475395.95 frames. utt_duration=456.9 frames, utt_pad_proportion=0.06602, over 21738.80 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.309, pruned_loss=0.06815, over 2410593.54 frames. utt_duration=1295 frames, utt_pad_proportion=0.04228, over 7452.38 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3203, pruned_loss=0.08201, over 2476505.19 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06792, over 23255.15 utterances.], batch size: 75, lr: 5.38e-04
2022-08-23 11:16:30,362 INFO [train.py:927] (4/8) Epoch 6, batch 7550, giga_loss[loss=0.2173, simple_loss=0.3006, pruned_loss=0.06695, over 12320.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.03419, over 51.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3164, pruned_loss=0.07836, over 2475348.28 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07163, over 23382.62 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3092, pruned_loss=0.0682, over 2410775.57 frames. utt_duration=1296 frames, utt_pad_proportion=0.04212, over 7449.12 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3178, pruned_loss=0.08018, over 2476327.01 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07282, over 24627.17 utterances.], batch size: 51, lr: 5.38e-04
2022-08-23 11:18:09,776 INFO [train.py:927] (4/8) Epoch 6, batch 7600, giga_loss[loss=0.2162, simple_loss=0.2991, pruned_loss=0.06661, over 12344.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03124, over 85.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3145, pruned_loss=0.07652, over 2475343.95 frames. utt_duration=421.6 frames, utt_pad_proportion=0.07102, over 23566.77 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3093, pruned_loss=0.06814, over 2411910.93 frames. utt_duration=1297 frames, utt_pad_proportion=0.04161, over 7445.38 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3156, pruned_loss=0.07814, over 2475958.90 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07222, over 24776.13 utterances.], batch size: 85, lr: 5.38e-04
2022-08-23 11:19:53,332 INFO [train.py:927] (4/8) Epoch 6, batch 7650, giga_loss[loss=0.2001, simple_loss=0.2812, pruned_loss=0.05952, over 12401.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07269, over 212.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.312, pruned_loss=0.07445, over 2474898.62 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06723, over 23368.40 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3088, pruned_loss=0.06793, over 2412531.96 frames. utt_duration=1301 frames, utt_pad_proportion=0.04117, over 7428.79 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3134, pruned_loss=0.07603, over 2475646.50 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06857, over 24551.33 utterances.], batch size: 212, lr: 5.38e-04
2022-08-23 11:21:34,100 INFO [train.py:927] (4/8) Epoch 6, batch 7700, giga_loss[loss=0.2305, simple_loss=0.3116, pruned_loss=0.07468, over 12397.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02617, over 66.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3084, pruned_loss=0.07241, over 2475268.55 frames. utt_duration=423.6 frames, utt_pad_proportion=0.07009, over 23455.99 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3082, pruned_loss=0.0677, over 2414747.55 frames. utt_duration=1307 frames, utt_pad_proportion=0.04006, over 7401.01 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3101, pruned_loss=0.07409, over 2476120.73 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07162, over 25021.72 utterances.], batch size: 66, lr: 5.38e-04
2022-08-23 11:23:16,823 INFO [train.py:927] (4/8) Epoch 6, batch 7750, giga_loss[loss=0.2172, simple_loss=0.2986, pruned_loss=0.06785, over 12381.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05228, over 161.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3073, pruned_loss=0.07182, over 2475662.72 frames. utt_duration=419 frames, utt_pad_proportion=0.07096, over 23714.58 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3086, pruned_loss=0.06783, over 2415718.08 frames. utt_duration=1301 frames, utt_pad_proportion=0.04055, over 7433.86 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3083, pruned_loss=0.0731, over 2476275.60 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07213, over 25127.88 utterances.], batch size: 161, lr: 5.38e-04
2022-08-23 11:25:07,770 INFO [train.py:927] (4/8) Epoch 6, batch 7800, libri_loss[loss=0.1888, simple_loss=0.2674, pruned_loss=0.05508, over 12487.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007643, over 29.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3077, pruned_loss=0.07154, over 2475638.54 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07278, over 24254.88 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3079, pruned_loss=0.06752, over 2417697.15 frames. utt_duration=1310 frames, utt_pad_proportion=0.03947, over 7393.17 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3091, pruned_loss=0.07298, over 2476469.36 frames. utt_duration=382.3 frames, utt_pad_proportion=0.07411, over 26007.38 utterances.], batch size: 29, lr: 5.37e-04
2022-08-23 11:27:14,931 INFO [train.py:927] (4/8) Epoch 6, batch 7850, giga_loss[loss=0.232, simple_loss=0.3089, pruned_loss=0.07758, over 12398.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02692, over 58.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3077, pruned_loss=0.07134, over 2475952.93 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07025, over 24513.11 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3078, pruned_loss=0.06769, over 2418253.28 frames. utt_duration=1313 frames, utt_pad_proportion=0.03933, over 7375.28 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3089, pruned_loss=0.07235, over 2476642.80 frames. utt_duration=381.6 frames, utt_pad_proportion=0.07153, over 26054.81 utterances.], batch size: 58, lr: 5.37e-04
2022-08-23 11:29:07,926 INFO [train.py:927] (4/8) Epoch 6, batch 7900, giga_loss[loss=0.2214, simple_loss=0.3089, pruned_loss=0.06698, over 12347.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02975, over 85.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3063, pruned_loss=0.06998, over 2476413.54 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06958, over 24827.46 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3079, pruned_loss=0.06781, over 2419373.08 frames. utt_duration=1311 frames, utt_pad_proportion=0.03897, over 7389.83 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.307, pruned_loss=0.07074, over 2477274.19 frames. utt_duration=376.2 frames, utt_pad_proportion=0.0709, over 26436.81 utterances.], batch size: 85, lr: 5.37e-04
2022-08-23 11:31:15,031 INFO [train.py:927] (4/8) Epoch 6, batch 7950, giga_loss[loss=0.194, simple_loss=0.2758, pruned_loss=0.05614, over 12382.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04324, over 37.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3027, pruned_loss=0.0677, over 2476288.91 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06785, over 24578.37 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3078, pruned_loss=0.06762, over 2420213.36 frames. utt_duration=1311 frames, utt_pad_proportion=0.03843, over 7392.05 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3034, pruned_loss=0.06849, over 2477517.43 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06934, over 26254.77 utterances.], batch size: 37, lr: 5.37e-04
2022-08-23 11:33:06,423 INFO [train.py:927] (4/8) Epoch 6, batch 8000, giga_loss[loss=0.2206, simple_loss=0.3114, pruned_loss=0.06492, over 12367.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03728, over 113.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3016, pruned_loss=0.06734, over 2476682.79 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06812, over 24896.46 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3077, pruned_loss=0.06758, over 2421011.92 frames. utt_duration=1313 frames, utt_pad_proportion=0.03801, over 7382.18 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3022, pruned_loss=0.068, over 2477694.33 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06947, over 26474.80 utterances.], batch size: 113, lr: 5.37e-04
2022-08-23 11:35:21,009 INFO [train.py:927] (4/8) Epoch 6, batch 8050, giga_loss[loss=0.2104, simple_loss=0.2931, pruned_loss=0.06384, over 12389.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02555, over 91.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3029, pruned_loss=0.06743, over 2476891.89 frames. utt_duration=379.9 frames, utt_pad_proportion=0.07289, over 26168.26 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3082, pruned_loss=0.0677, over 2421324.86 frames. utt_duration=1312 frames, utt_pad_proportion=0.03791, over 7388.27 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3029, pruned_loss=0.06783, over 2477649.58 frames. utt_duration=361.8 frames, utt_pad_proportion=0.07378, over 27490.91 utterances.], batch size: 91, lr: 5.37e-04
2022-08-23 11:37:20,069 INFO [train.py:927] (4/8) Epoch 6, batch 8100, giga_loss[loss=0.2109, simple_loss=0.2966, pruned_loss=0.06258, over 12382.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02852, over 85.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3022, pruned_loss=0.06676, over 2476993.09 frames. utt_duration=389.5 frames, utt_pad_proportion=0.07098, over 25517.97 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3088, pruned_loss=0.06773, over 2422952.06 frames. utt_duration=1314 frames, utt_pad_proportion=0.03707, over 7385.76 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3014, pruned_loss=0.06703, over 2477600.38 frames. utt_duration=367.2 frames, utt_pad_proportion=0.07225, over 27079.59 utterances.], batch size: 85, lr: 5.37e-04
2022-08-23 11:39:17,600 INFO [train.py:927] (4/8) Epoch 6, batch 8150, libri_loss[loss=0.2887, simple_loss=0.3695, pruned_loss=0.104, over 12368.00 frames. utt_duration=435.4 frames, utt_pad_proportion=0.3218, over 114.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.305, pruned_loss=0.06705, over 2477446.08 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06964, over 25576.52 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3087, pruned_loss=0.06779, over 2424860.59 frames. utt_duration=1305 frames, utt_pad_proportion=0.04048, over 7438.80 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3042, pruned_loss=0.06716, over 2478129.88 frames. utt_duration=362.6 frames, utt_pad_proportion=0.07016, over 27428.52 utterances.], batch size: 114, lr: 5.37e-04
2022-08-23 11:41:20,689 INFO [train.py:927] (4/8) Epoch 6, batch 8200, giga_loss[loss=0.2456, simple_loss=0.3282, pruned_loss=0.08148, over 12418.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02529, over 91.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3051, pruned_loss=0.06541, over 2477581.96 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06575, over 25388.08 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.308, pruned_loss=0.0675, over 2425454.15 frames. utt_duration=1309 frames, utt_pad_proportion=0.04, over 7420.06 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.305, pruned_loss=0.06572, over 2478502.28 frames. utt_duration=366.1 frames, utt_pad_proportion=0.06663, over 27171.61 utterances.], batch size: 91, lr: 5.37e-04
2022-08-23 11:43:22,873 INFO [train.py:927] (4/8) Epoch 6, batch 8250, libri_loss[loss=0.2535, simple_loss=0.3318, pruned_loss=0.0876, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01259, over 40.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3063, pruned_loss=0.06636, over 2477964.72 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06611, over 25416.53 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3083, pruned_loss=0.06787, over 2427321.19 frames. utt_duration=1307 frames, utt_pad_proportion=0.03995, over 7439.23 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3058, pruned_loss=0.06619, over 2478621.43 frames. utt_duration=362.8 frames, utt_pad_proportion=0.06706, over 27415.32 utterances.], batch size: 40, lr: 5.37e-04
2022-08-23 11:45:51,441 INFO [train.py:927] (4/8) Epoch 6, batch 8300, giga_loss[loss=0.26, simple_loss=0.3246, pruned_loss=0.0977, over 12436.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03544, over 123.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3059, pruned_loss=0.067, over 2477598.77 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06476, over 24714.36 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3081, pruned_loss=0.06789, over 2428405.52 frames. utt_duration=1310 frames, utt_pad_proportion=0.03902, over 7426.25 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3056, pruned_loss=0.06682, over 2478509.93 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06605, over 26802.35 utterances.], batch size: 123, lr: 5.36e-04
2022-08-23 11:47:56,784 INFO [train.py:927] (4/8) Epoch 6, batch 8350, giga_loss[loss=0.2118, simple_loss=0.3017, pruned_loss=0.06096, over 12386.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03944, over 113.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3031, pruned_loss=0.06592, over 2478015.54 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06644, over 24528.29 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.308, pruned_loss=0.06784, over 2429180.76 frames. utt_duration=1311 frames, utt_pad_proportion=0.03843, over 7420.76 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3029, pruned_loss=0.06578, over 2479135.75 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06766, over 26588.26 utterances.], batch size: 113, lr: 5.36e-04
2022-08-23 11:50:03,058 INFO [train.py:927] (4/8) Epoch 6, batch 8400, giga_loss[loss=0.1948, simple_loss=0.2807, pruned_loss=0.05443, over 12259.00 frames. utt_duration=909.2 frames, utt_pad_proportion=0.02859, over 54.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3022, pruned_loss=0.06516, over 2477773.48 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06473, over 23739.90 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3088, pruned_loss=0.06786, over 2429603.94 frames. utt_duration=1313 frames, utt_pad_proportion=0.03799, over 7412.49 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3012, pruned_loss=0.06499, over 2478944.68 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06607, over 25601.87 utterances.], batch size: 54, lr: 5.36e-04
2022-08-23 11:52:04,262 INFO [train.py:927] (4/8) Epoch 6, batch 8450, giga_loss[loss=0.231, simple_loss=0.3046, pruned_loss=0.07871, over 12400.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04463, over 146.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3034, pruned_loss=0.06678, over 2477609.34 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06751, over 24345.23 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3086, pruned_loss=0.06786, over 2430351.23 frames. utt_duration=1316 frames, utt_pad_proportion=0.03743, over 7395.34 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3027, pruned_loss=0.06662, over 2478717.14 frames. utt_duration=380.9 frames, utt_pad_proportion=0.0686, over 26111.50 utterances.], batch size: 146, lr: 5.36e-04
2022-08-23 11:54:04,722 INFO [train.py:927] (4/8) Epoch 6, batch 8500, giga_loss[loss=0.2202, simple_loss=0.3041, pruned_loss=0.06816, over 12445.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05414, over 162.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3036, pruned_loss=0.06802, over 2477139.29 frames. utt_duration=405 frames, utt_pad_proportion=0.06879, over 24538.02 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3081, pruned_loss=0.06765, over 2431433.24 frames. utt_duration=1321 frames, utt_pad_proportion=0.03658, over 7369.80 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3034, pruned_loss=0.06807, over 2478536.18 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07005, over 26532.56 utterances.], batch size: 162, lr: 5.36e-04
2022-08-23 11:56:19,663 INFO [train.py:927] (4/8) Epoch 6, batch 8550, giga_loss[loss=0.2017, simple_loss=0.301, pruned_loss=0.05119, over 12336.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02859, over 66.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.304, pruned_loss=0.06761, over 2477295.72 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06974, over 24862.59 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3079, pruned_loss=0.06763, over 2432776.25 frames. utt_duration=1326 frames, utt_pad_proportion=0.03582, over 7345.17 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3039, pruned_loss=0.06768, over 2478639.34 frames. utt_duration=367.9 frames, utt_pad_proportion=0.07109, over 27033.99 utterances.], batch size: 66, lr: 5.36e-04
2022-08-23 11:58:35,315 INFO [train.py:927] (4/8) Epoch 6, batch 8600, giga_loss[loss=0.2181, simple_loss=0.2903, pruned_loss=0.0729, over 12405.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04891, over 161.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3026, pruned_loss=0.06695, over 2477298.70 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06539, over 24172.24 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3079, pruned_loss=0.0675, over 2433774.19 frames. utt_duration=1328 frames, utt_pad_proportion=0.03513, over 7338.85 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3024, pruned_loss=0.06711, over 2478671.43 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06725, over 26395.11 utterances.], batch size: 161, lr: 5.36e-04
2022-08-23 12:00:38,678 INFO [train.py:927] (4/8) Epoch 6, batch 8650, giga_loss[loss=0.1774, simple_loss=0.2685, pruned_loss=0.0432, over 12394.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04474, over 146.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2972, pruned_loss=0.06466, over 2477453.61 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06558, over 24095.13 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3075, pruned_loss=0.06732, over 2434143.16 frames. utt_duration=1331 frames, utt_pad_proportion=0.03492, over 7323.50 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2973, pruned_loss=0.06493, over 2478587.79 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06716, over 26013.40 utterances.], batch size: 146, lr: 5.36e-04
2022-08-23 12:02:31,635 INFO [train.py:927] (4/8) Epoch 6, batch 8700, giga_loss[loss=0.2262, simple_loss=0.2998, pruned_loss=0.07627, over 12407.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06941, over 212.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.297, pruned_loss=0.06506, over 2476337.42 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06886, over 24141.58 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3067, pruned_loss=0.06706, over 2435114.23 frames. utt_duration=1335 frames, utt_pad_proportion=0.03419, over 7304.77 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2973, pruned_loss=0.06541, over 2478272.34 frames. utt_duration=375.4 frames, utt_pad_proportion=0.07056, over 26489.84 utterances.], batch size: 212, lr: 5.36e-04
2022-08-23 12:04:34,167 INFO [train.py:927] (4/8) Epoch 6, batch 8750, giga_loss[loss=0.1778, simple_loss=0.2709, pruned_loss=0.04232, over 12321.00 frames. utt_duration=851 frames, utt_pad_proportion=0.03515, over 58.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2946, pruned_loss=0.06306, over 2476496.50 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06857, over 23935.07 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3063, pruned_loss=0.06682, over 2435332.12 frames. utt_duration=1339 frames, utt_pad_proportion=0.03398, over 7285.31 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2951, pruned_loss=0.06351, over 2478394.22 frames. utt_duration=381.8 frames, utt_pad_proportion=0.07015, over 26048.79 utterances.], batch size: 58, lr: 5.36e-04
2022-08-23 12:06:45,875 INFO [train.py:927] (4/8) Epoch 6, batch 8800, giga_loss[loss=0.2093, simple_loss=0.2977, pruned_loss=0.06044, over 12346.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.02764, over 62.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2938, pruned_loss=0.06271, over 2476919.22 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06698, over 23683.74 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3061, pruned_loss=0.06686, over 2436086.49 frames. utt_duration=1335 frames, utt_pad_proportion=0.03462, over 7305.45 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2941, pruned_loss=0.06292, over 2478899.77 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06847, over 25811.68 utterances.], batch size: 62, lr: 5.36e-04
2022-08-23 12:08:53,814 INFO [train.py:927] (4/8) Epoch 6, batch 8850, giga_loss[loss=0.2038, simple_loss=0.2885, pruned_loss=0.05953, over 12414.00 frames. utt_duration=408 frames, utt_pad_proportion=0.02849, over 122.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2933, pruned_loss=0.06194, over 2477022.24 frames. utt_duration=427.5 frames, utt_pad_proportion=0.06551, over 23244.18 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.306, pruned_loss=0.06665, over 2436844.75 frames. utt_duration=1339 frames, utt_pad_proportion=0.034, over 7285.97 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2933, pruned_loss=0.0622, over 2478833.26 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06718, over 25320.79 utterances.], batch size: 122, lr: 5.35e-04
2022-08-23 12:10:51,388 INFO [train.py:927] (4/8) Epoch 6, batch 8900, giga_loss[loss=0.2106, simple_loss=0.2984, pruned_loss=0.0614, over 12430.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03135, over 105.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2931, pruned_loss=0.06233, over 2477380.68 frames. utt_duration=413.6 frames, utt_pad_proportion=0.0686, over 24031.09 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3063, pruned_loss=0.06681, over 2437583.76 frames. utt_duration=1338 frames, utt_pad_proportion=0.03376, over 7296.68 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2926, pruned_loss=0.06233, over 2478681.00 frames. utt_duration=384 frames, utt_pad_proportion=0.06991, over 25897.11 utterances.], batch size: 105, lr: 5.35e-04
2022-08-23 12:12:50,896 INFO [train.py:927] (4/8) Epoch 6, batch 8950, libri_loss[loss=0.1907, simple_loss=0.2685, pruned_loss=0.05645, over 12204.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.02981, over 27.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2953, pruned_loss=0.06217, over 2477106.83 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06633, over 23514.71 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3061, pruned_loss=0.06668, over 2438170.80 frames. utt_duration=1336 frames, utt_pad_proportion=0.03383, over 7306.69 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2947, pruned_loss=0.06211, over 2479056.84 frames. utt_duration=388.3 frames, utt_pad_proportion=0.0679, over 25618.49 utterances.], batch size: 27, lr: 5.35e-04
2022-08-23 12:14:46,345 INFO [train.py:927] (4/8) Epoch 6, batch 9000, giga_loss[loss=0.21, simple_loss=0.2934, pruned_loss=0.06332, over 12464.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03426, over 98.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2972, pruned_loss=0.06274, over 2476619.52 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06619, over 23174.90 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3059, pruned_loss=0.06665, over 2439624.38 frames. utt_duration=1337 frames, utt_pad_proportion=0.03314, over 7308.95 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2965, pruned_loss=0.06254, over 2478645.42 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06811, over 25639.04 utterances.], batch size: 98, lr: 5.35e-04
2022-08-23 12:14:46,346 INFO [train.py:958] (4/8) Computing validation loss
2022-08-23 12:14:59,974 INFO [train.py:967] (4/8) Epoch 6, validation: loss=0.1857, simple_loss=0.2949, pruned_loss=0.0382, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 12:16:59,363 INFO [train.py:927] (4/8) Epoch 6, batch 9050, giga_loss[loss=0.1836, simple_loss=0.2778, pruned_loss=0.04473, over 12421.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03566, over 105.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.296, pruned_loss=0.06172, over 2477060.44 frames. utt_duration=428.3 frames, utt_pad_proportion=0.06501, over 23201.02 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3061, pruned_loss=0.0668, over 2440346.79 frames. utt_duration=1329 frames, utt_pad_proportion=0.03387, over 7354.61 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.295, pruned_loss=0.06134, over 2478855.48 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06675, over 25479.64 utterances.], batch size: 105, lr: 5.35e-04
2022-08-23 12:18:55,927 INFO [train.py:927] (4/8) Epoch 6, batch 9100, giga_loss[loss=0.2387, simple_loss=0.3172, pruned_loss=0.08009, over 12389.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04237, over 146.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2949, pruned_loss=0.06157, over 2476710.54 frames. utt_duration=427.4 frames, utt_pad_proportion=0.0656, over 23246.88 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3058, pruned_loss=0.06662, over 2441306.02 frames. utt_duration=1333 frames, utt_pad_proportion=0.03316, over 7332.27 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2941, pruned_loss=0.06129, over 2478267.57 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06732, over 25507.95 utterances.], batch size: 146, lr: 5.35e-04
2022-08-23 12:21:00,689 INFO [train.py:927] (4/8) Epoch 6, batch 9150, libri_loss[loss=0.1922, simple_loss=0.2838, pruned_loss=0.05028, over 12464.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008899, over 29.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2958, pruned_loss=0.06205, over 2477178.96 frames. utt_duration=423.7 frames, utt_pad_proportion=0.06379, over 23452.79 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3058, pruned_loss=0.06653, over 2441860.98 frames. utt_duration=1334 frames, utt_pad_proportion=0.03288, over 7330.23 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2951, pruned_loss=0.06186, over 2478381.62 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06547, over 25456.23 utterances.], batch size: 29, lr: 5.35e-04
2022-08-23 12:23:00,039 INFO [train.py:927] (4/8) Epoch 6, batch 9200, giga_loss[loss=0.2191, simple_loss=0.3026, pruned_loss=0.06782, over 12396.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07438, over 212.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2975, pruned_loss=0.0636, over 2477378.24 frames. utt_duration=404 frames, utt_pad_proportion=0.06739, over 24601.15 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3063, pruned_loss=0.06667, over 2442178.53 frames. utt_duration=1318 frames, utt_pad_proportion=0.03818, over 7419.50 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2964, pruned_loss=0.06329, over 2478353.66 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06733, over 26243.76 utterances.], batch size: 212, lr: 5.35e-04
2022-08-23 12:24:58,384 INFO [train.py:927] (4/8) Epoch 6, batch 9250, giga_loss[loss=0.2285, simple_loss=0.3168, pruned_loss=0.07012, over 12272.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02756, over 54.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3012, pruned_loss=0.06507, over 2477430.95 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06736, over 24827.07 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3065, pruned_loss=0.06668, over 2442827.12 frames. utt_duration=1312 frames, utt_pad_proportion=0.03863, over 7453.82 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3, pruned_loss=0.06476, over 2478393.91 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06743, over 26477.87 utterances.], batch size: 54, lr: 5.35e-04
2022-08-23 12:27:16,909 INFO [train.py:927] (4/8) Epoch 6, batch 9300, giga_loss[loss=0.2037, simple_loss=0.2811, pruned_loss=0.06315, over 12428.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3007, pruned_loss=0.06543, over 2477752.68 frames. utt_duration=379.5 frames, utt_pad_proportion=0.07031, over 26201.41 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.306, pruned_loss=0.06641, over 2443353.50 frames. utt_duration=1315 frames, utt_pad_proportion=0.03809, over 7440.93 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3001, pruned_loss=0.06541, over 2478671.48 frames. utt_duration=357.1 frames, utt_pad_proportion=0.07049, over 27855.60 utterances.], batch size: 258, lr: 5.35e-04
2022-08-23 12:29:17,075 INFO [train.py:927] (4/8) Epoch 6, batch 9350, giga_loss[loss=0.2057, simple_loss=0.294, pruned_loss=0.05877, over 12454.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02504, over 80.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3003, pruned_loss=0.06538, over 2478101.08 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06867, over 25388.15 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.306, pruned_loss=0.06647, over 2443852.72 frames. utt_duration=1302 frames, utt_pad_proportion=0.04197, over 7514.80 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2997, pruned_loss=0.06529, over 2478991.88 frames. utt_duration=368.9 frames, utt_pad_proportion=0.06813, over 26969.79 utterances.], batch size: 80, lr: 5.34e-04
2022-08-23 12:31:20,630 INFO [train.py:927] (4/8) Epoch 6, batch 9400, giga_loss[loss=0.1821, simple_loss=0.2731, pruned_loss=0.04557, over 12455.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03144, over 75.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2989, pruned_loss=0.06554, over 2477361.81 frames. utt_duration=396 frames, utt_pad_proportion=0.06995, over 25100.63 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3056, pruned_loss=0.06653, over 2444361.53 frames. utt_duration=1309 frames, utt_pad_proportion=0.04101, over 7476.39 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2985, pruned_loss=0.06539, over 2478713.11 frames. utt_duration=368.5 frames, utt_pad_proportion=0.06991, over 26994.13 utterances.], batch size: 75, lr: 5.34e-04
2022-08-23 12:33:17,265 INFO [train.py:927] (4/8) Epoch 6, batch 9450, giga_loss[loss=0.1926, simple_loss=0.2886, pruned_loss=0.04826, over 12431.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04661, over 161.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2978, pruned_loss=0.06403, over 2477071.07 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06991, over 24292.17 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3058, pruned_loss=0.06663, over 2444983.10 frames. utt_duration=1312 frames, utt_pad_proportion=0.04008, over 7460.38 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2972, pruned_loss=0.06377, over 2478470.93 frames. utt_duration=378.4 frames, utt_pad_proportion=0.0703, over 26278.75 utterances.], batch size: 161, lr: 5.34e-04
2022-08-23 12:35:16,785 INFO [train.py:927] (4/8) Epoch 6, batch 9500, giga_loss[loss=0.1945, simple_loss=0.2979, pruned_loss=0.04559, over 12441.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04804, over 147.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2981, pruned_loss=0.06233, over 2477370.24 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06688, over 23262.16 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3054, pruned_loss=0.06653, over 2445614.94 frames. utt_duration=1317 frames, utt_pad_proportion=0.03919, over 7437.94 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2976, pruned_loss=0.06211, over 2478759.70 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06785, over 25299.75 utterances.], batch size: 147, lr: 5.34e-04
2022-08-23 12:37:34,456 INFO [train.py:927] (4/8) Epoch 6, batch 9550, giga_loss[loss=0.2162, simple_loss=0.2991, pruned_loss=0.06666, over 12439.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0438, over 114.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2986, pruned_loss=0.06232, over 2477270.49 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06644, over 23543.62 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3053, pruned_loss=0.0665, over 2445862.94 frames. utt_duration=1319 frames, utt_pad_proportion=0.03878, over 7424.42 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2983, pruned_loss=0.06211, over 2478565.95 frames. utt_duration=392.1 frames, utt_pad_proportion=0.0674, over 25364.05 utterances.], batch size: 114, lr: 5.34e-04
2022-08-23 12:39:40,643 INFO [train.py:927] (4/8) Epoch 6, batch 9600, giga_loss[loss=0.2087, simple_loss=0.293, pruned_loss=0.0622, over 12422.00 frames. utt_duration=236.7 frames, utt_pad_proportion=0.06796, over 211.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2987, pruned_loss=0.06247, over 2477239.65 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07157, over 24473.28 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3053, pruned_loss=0.06639, over 2446589.69 frames. utt_duration=1319 frames, utt_pad_proportion=0.03823, over 7429.91 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2983, pruned_loss=0.06228, over 2478459.79 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07242, over 26397.02 utterances.], batch size: 211, lr: 5.34e-04
2022-08-23 12:41:53,584 INFO [train.py:927] (4/8) Epoch 6, batch 9650, giga_loss[loss=0.2554, simple_loss=0.3419, pruned_loss=0.08439, over 12330.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.02565, over 79.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2999, pruned_loss=0.06207, over 2477981.36 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06842, over 24142.96 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3056, pruned_loss=0.06641, over 2447540.80 frames. utt_duration=1314 frames, utt_pad_proportion=0.03831, over 7461.60 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2991, pruned_loss=0.0618, over 2478798.11 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06957, over 26028.00 utterances.], batch size: 79, lr: 5.34e-04
2022-08-23 12:44:10,176 INFO [train.py:927] (4/8) Epoch 6, batch 9700, giga_loss[loss=0.2115, simple_loss=0.2933, pruned_loss=0.06482, over 12279.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02466, over 54.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.3024, pruned_loss=0.06318, over 2477781.61 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06461, over 23337.72 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3058, pruned_loss=0.06653, over 2448581.92 frames. utt_duration=1310 frames, utt_pad_proportion=0.03819, over 7485.82 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.3014, pruned_loss=0.06272, over 2478574.43 frames. utt_duration=390.9 frames, utt_pad_proportion=0.0662, over 25436.43 utterances.], batch size: 54, lr: 5.34e-04
2022-08-23 12:46:26,805 INFO [train.py:927] (4/8) Epoch 6, batch 9750, giga_loss[loss=0.2198, simple_loss=0.3078, pruned_loss=0.06595, over 12449.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05602, over 182.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.3004, pruned_loss=0.06264, over 2477807.32 frames. utt_duration=441.5 frames, utt_pad_proportion=0.06137, over 22511.33 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3058, pruned_loss=0.0665, over 2449243.02 frames. utt_duration=1310 frames, utt_pad_proportion=0.03755, over 7488.29 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2995, pruned_loss=0.06219, over 2478599.15 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06332, over 24599.32 utterances.], batch size: 182, lr: 5.34e-04
2022-08-23 12:48:30,426 INFO [train.py:927] (4/8) Epoch 6, batch 9800, giga_loss[loss=0.2193, simple_loss=0.3015, pruned_loss=0.06849, over 12333.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.02959, over 91.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2992, pruned_loss=0.06175, over 2477811.63 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06068, over 23241.52 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3056, pruned_loss=0.06646, over 2449278.87 frames. utt_duration=1312 frames, utt_pad_proportion=0.03713, over 7476.02 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2986, pruned_loss=0.06137, over 2478803.21 frames. utt_duration=396 frames, utt_pad_proportion=0.06242, over 25112.65 utterances.], batch size: 91, lr: 5.34e-04
2022-08-23 12:50:30,311 INFO [train.py:927] (4/8) Epoch 6, batch 9850, libri_loss[loss=0.2276, simple_loss=0.3125, pruned_loss=0.07141, over 12465.00 frames. utt_duration=960.5 frames, utt_pad_proportion=0.072, over 52.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.3006, pruned_loss=0.06216, over 2477893.12 frames. utt_duration=435.4 frames, utt_pad_proportion=0.05872, over 22825.06 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3052, pruned_loss=0.06622, over 2450169.79 frames. utt_duration=1310 frames, utt_pad_proportion=0.03782, over 7488.28 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.3003, pruned_loss=0.06192, over 2478760.53 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06031, over 24794.97 utterances.], batch size: 52, lr: 5.34e-04
2022-08-23 12:52:18,998 INFO [train.py:927] (4/8) Epoch 6, batch 9900, giga_loss[loss=0.1975, simple_loss=0.2822, pruned_loss=0.05646, over 12386.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06055, over 182.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.3006, pruned_loss=0.06282, over 2477838.88 frames. utt_duration=426.4 frames, utt_pad_proportion=0.05827, over 23312.38 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3054, pruned_loss=0.0663, over 2450368.94 frames. utt_duration=1309 frames, utt_pad_proportion=0.03779, over 7496.84 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.3002, pruned_loss=0.06255, over 2478463.42 frames. utt_duration=399.1 frames, utt_pad_proportion=0.05958, over 24914.44 utterances.], batch size: 182, lr: 5.33e-04
2022-08-23 12:54:11,694 INFO [train.py:927] (4/8) Epoch 6, batch 9950, giga_loss[loss=0.2465, simple_loss=0.3269, pruned_loss=0.08304, over 12342.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03179, over 85.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3011, pruned_loss=0.06396, over 2477704.93 frames. utt_duration=435.6 frames, utt_pad_proportion=0.05769, over 22817.91 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3055, pruned_loss=0.06633, over 2450897.55 frames. utt_duration=1313 frames, utt_pad_proportion=0.03724, over 7476.62 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.3005, pruned_loss=0.06364, over 2478339.76 frames. utt_duration=406.3 frames, utt_pad_proportion=0.05907, over 24472.66 utterances.], batch size: 85, lr: 5.33e-04
2022-08-23 12:55:54,658 INFO [train.py:927] (4/8) Epoch 6, batch 10000, giga_loss[loss=0.2412, simple_loss=0.3368, pruned_loss=0.07283, over 12459.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.02925, over 75.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3087, pruned_loss=0.06845, over 2477102.30 frames. utt_duration=450.9 frames, utt_pad_proportion=0.05636, over 22036.95 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3056, pruned_loss=0.0663, over 2451138.16 frames. utt_duration=1315 frames, utt_pad_proportion=0.0366, over 7465.76 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3082, pruned_loss=0.06824, over 2478011.96 frames. utt_duration=419.3 frames, utt_pad_proportion=0.05792, over 23709.23 utterances.], batch size: 75, lr: 5.33e-04
2022-08-23 12:57:38,051 INFO [train.py:927] (4/8) Epoch 6, batch 10050, giga_loss[loss=0.24, simple_loss=0.3028, pruned_loss=0.08865, over 12394.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3089, pruned_loss=0.06973, over 2476165.74 frames. utt_duration=467.4 frames, utt_pad_proportion=0.05867, over 21248.17 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3049, pruned_loss=0.06605, over 2451661.02 frames. utt_duration=1314 frames, utt_pad_proportion=0.03678, over 7470.24 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3092, pruned_loss=0.06985, over 2476984.45 frames. utt_duration=434.2 frames, utt_pad_proportion=0.05991, over 22888.05 utterances.], batch size: 259, lr: 5.33e-04
2022-08-23 12:59:20,895 INFO [train.py:927] (4/8) Epoch 6, batch 10100, giga_loss[loss=0.1795, simple_loss=0.2628, pruned_loss=0.04817, over 12365.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02809, over 91.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3029, pruned_loss=0.06754, over 2476092.82 frames. utt_duration=482 frames, utt_pad_proportion=0.05946, over 20602.76 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3053, pruned_loss=0.06615, over 2451978.38 frames. utt_duration=1303 frames, utt_pad_proportion=0.04017, over 7537.46 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3028, pruned_loss=0.06759, over 2476796.13 frames. utt_duration=451 frames, utt_pad_proportion=0.05966, over 22030.92 utterances.], batch size: 91, lr: 5.33e-04
2022-08-23 13:01:02,201 INFO [train.py:927] (4/8) Epoch 6, batch 10150, giga_loss[loss=0.182, simple_loss=0.2599, pruned_loss=0.05203, over 12138.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04184, over 33.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2951, pruned_loss=0.06539, over 2475722.40 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06255, over 20454.71 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.305, pruned_loss=0.06612, over 2452663.82 frames. utt_duration=1309 frames, utt_pad_proportion=0.03933, over 7503.84 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2951, pruned_loss=0.06545, over 2476314.64 frames. utt_duration=451.5 frames, utt_pad_proportion=0.06301, over 22002.21 utterances.], batch size: 33, lr: 5.33e-04
2022-08-23 13:02:43,324 INFO [train.py:927] (4/8) Epoch 6, batch 10200, giga_loss[loss=0.1874, simple_loss=0.2691, pruned_loss=0.05288, over 12402.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02866, over 58.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2886, pruned_loss=0.06301, over 2476131.96 frames. utt_duration=507 frames, utt_pad_proportion=0.05986, over 19589.87 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3046, pruned_loss=0.06597, over 2452981.26 frames. utt_duration=1312 frames, utt_pad_proportion=0.0389, over 7489.35 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2887, pruned_loss=0.06315, over 2476623.34 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06064, over 20998.04 utterances.], batch size: 58, lr: 5.33e-04
2022-08-23 13:04:25,689 INFO [train.py:927] (4/8) Epoch 6, batch 10250, giga_loss[loss=0.1826, simple_loss=0.2623, pruned_loss=0.05142, over 12485.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.03341, over 34.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2836, pruned_loss=0.06145, over 2475446.19 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06698, over 20078.39 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3047, pruned_loss=0.06603, over 2453257.09 frames. utt_duration=1311 frames, utt_pad_proportion=0.03862, over 7492.44 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2834, pruned_loss=0.06148, over 2475783.03 frames. utt_duration=466.5 frames, utt_pad_proportion=0.06736, over 21289.69 utterances.], batch size: 34, lr: 5.33e-04
2022-08-23 13:06:08,782 INFO [train.py:927] (4/8) Epoch 6, batch 10300, giga_loss[loss=0.1773, simple_loss=0.2596, pruned_loss=0.04752, over 12447.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04364, over 31.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2794, pruned_loss=0.05972, over 2474946.99 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06806, over 20250.78 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3054, pruned_loss=0.06614, over 2453564.44 frames. utt_duration=1312 frames, utt_pad_proportion=0.03807, over 7490.63 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2782, pruned_loss=0.05955, over 2475344.20 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06867, over 21447.59 utterances.], batch size: 31, lr: 5.33e-04
2022-08-23 13:07:51,565 INFO [train.py:927] (4/8) Epoch 6, batch 10350, giga_loss[loss=0.1725, simple_loss=0.2471, pruned_loss=0.04897, over 12448.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03135, over 55.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2749, pruned_loss=0.05757, over 2474223.68 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06719, over 19661.46 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.306, pruned_loss=0.06654, over 2453955.16 frames. utt_duration=1299 frames, utt_pad_proportion=0.04232, over 7565.29 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2728, pruned_loss=0.05691, over 2474668.03 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06657, over 20825.44 utterances.], batch size: 55, lr: 5.33e-04
2022-08-23 13:09:35,312 INFO [train.py:927] (4/8) Epoch 6, batch 10400, giga_loss[loss=0.1631, simple_loss=0.2447, pruned_loss=0.04073, over 12344.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03313, over 58.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.269, pruned_loss=0.05514, over 2474386.85 frames. utt_duration=518.3 frames, utt_pad_proportion=0.07068, over 19149.68 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3059, pruned_loss=0.0666, over 2454323.05 frames. utt_duration=1298 frames, utt_pad_proportion=0.04255, over 7573.11 utterances.], giga_tot_loss[loss=0.1877, simple_loss=0.2666, pruned_loss=0.05435, over 2474828.79 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07012, over 20329.76 utterances.], batch size: 58, lr: 5.32e-04
2022-08-23 13:11:17,968 INFO [train.py:927] (4/8) Epoch 6, batch 10450, giga_loss[loss=0.2604, simple_loss=0.3339, pruned_loss=0.09344, over 12422.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06159, over 183.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2725, pruned_loss=0.05762, over 2474458.33 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07451, over 20152.82 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3058, pruned_loss=0.06636, over 2454736.35 frames. utt_duration=1298 frames, utt_pad_proportion=0.04212, over 7571.94 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.27, pruned_loss=0.05695, over 2474891.10 frames. utt_duration=465 frames, utt_pad_proportion=0.07427, over 21355.68 utterances.], batch size: 183, lr: 5.32e-04
2022-08-23 13:13:01,435 INFO [train.py:927] (4/8) Epoch 6, batch 10500, libri_loss[loss=0.1942, simple_loss=0.2957, pruned_loss=0.04633, over 12255.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.03802, over 27.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2851, pruned_loss=0.06371, over 2474535.39 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07228, over 19800.77 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3059, pruned_loss=0.06604, over 2454944.28 frames. utt_duration=1303 frames, utt_pad_proportion=0.04147, over 7543.87 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2825, pruned_loss=0.06337, over 2475171.06 frames. utt_duration=471 frames, utt_pad_proportion=0.07265, over 21083.88 utterances.], batch size: 27, lr: 5.32e-04
2022-08-23 13:14:49,194 INFO [train.py:927] (4/8) Epoch 6, batch 10550, giga_loss[loss=0.2498, simple_loss=0.3268, pruned_loss=0.08641, over 12462.00 frames. utt_duration=907.6 frames, utt_pad_proportion=0.03036, over 55.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2928, pruned_loss=0.06641, over 2474326.74 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07392, over 19619.13 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3059, pruned_loss=0.06596, over 2455249.65 frames. utt_duration=1299 frames, utt_pad_proportion=0.04196, over 7567.44 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2905, pruned_loss=0.06622, over 2474817.61 frames. utt_duration=478 frames, utt_pad_proportion=0.07416, over 20773.44 utterances.], batch size: 55, lr: 5.32e-04
2022-08-23 13:16:33,801 INFO [train.py:927] (4/8) Epoch 6, batch 10600, giga_loss[loss=0.2412, simple_loss=0.3126, pruned_loss=0.08488, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0338, over 42.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2963, pruned_loss=0.06746, over 2474017.29 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07339, over 19609.21 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3059, pruned_loss=0.06596, over 2455249.65 frames. utt_duration=1299 frames, utt_pad_proportion=0.04196, over 7567.44 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2945, pruned_loss=0.06731, over 2474399.34 frames. utt_duration=484.1 frames, utt_pad_proportion=0.0736, over 20507.63 utterances.], batch size: 42, lr: 5.32e-04
2022-08-23 13:18:19,065 INFO [train.py:927] (4/8) Epoch 6, batch 10650, giga_loss[loss=0.2466, simple_loss=0.3287, pruned_loss=0.08222, over 12355.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03659, over 122.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3011, pruned_loss=0.07057, over 2473180.74 frames. utt_duration=516.7 frames, utt_pad_proportion=0.07424, over 19202.33 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3057, pruned_loss=0.06594, over 2455689.78 frames. utt_duration=1298 frames, utt_pad_proportion=0.04234, over 7578.88 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.2998, pruned_loss=0.07053, over 2473312.40 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07445, over 20073.17 utterances.], batch size: 122, lr: 5.32e-04
2022-08-23 13:19:59,171 INFO [train.py:927] (4/8) Epoch 6, batch 10700, giga_loss[loss=0.2187, simple_loss=0.3145, pruned_loss=0.0614, over 12366.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04041, over 145.00 utterances.], tot_loss[loss=0.227, simple_loss=0.307, pruned_loss=0.07356, over 2473828.21 frames. utt_duration=518.2 frames, utt_pad_proportion=0.07342, over 19149.17 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3058, pruned_loss=0.06614, over 2456096.97 frames. utt_duration=1283 frames, utt_pad_proportion=0.04723, over 7668.50 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3058, pruned_loss=0.07349, over 2473966.69 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0725, over 20029.59 utterances.], batch size: 145, lr: 5.32e-04
2022-08-23 13:21:42,249 INFO [train.py:927] (4/8) Epoch 6, batch 10750, giga_loss[loss=0.2446, simple_loss=0.3314, pruned_loss=0.07887, over 12406.00 frames. utt_duration=856.8 frames, utt_pad_proportion=0.02856, over 58.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3106, pruned_loss=0.07424, over 2473388.16 frames. utt_duration=538.2 frames, utt_pad_proportion=0.0707, over 18433.91 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3061, pruned_loss=0.06606, over 2456324.83 frames. utt_duration=1287 frames, utt_pad_proportion=0.04656, over 7641.37 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3094, pruned_loss=0.07439, over 2473622.51 frames. utt_duration=512.4 frames, utt_pad_proportion=0.07046, over 19365.94 utterances.], batch size: 58, lr: 5.32e-04
2022-08-23 13:23:25,140 INFO [train.py:927] (4/8) Epoch 6, batch 10800, giga_loss[loss=0.2041, simple_loss=0.3028, pruned_loss=0.05275, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02815, over 45.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3118, pruned_loss=0.07341, over 2472985.42 frames. utt_duration=539.7 frames, utt_pad_proportion=0.07366, over 18377.51 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3064, pruned_loss=0.06603, over 2456495.66 frames. utt_duration=1291 frames, utt_pad_proportion=0.04568, over 7618.48 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3107, pruned_loss=0.07378, over 2473473.27 frames. utt_duration=510.1 frames, utt_pad_proportion=0.07396, over 19453.88 utterances.], batch size: 45, lr: 5.32e-04
2022-08-23 13:25:06,630 INFO [train.py:927] (4/8) Epoch 6, batch 10850, giga_loss[loss=0.2147, simple_loss=0.3037, pruned_loss=0.06283, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03258, over 39.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.312, pruned_loss=0.07254, over 2472379.05 frames. utt_duration=559.1 frames, utt_pad_proportion=0.07337, over 17734.51 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.307, pruned_loss=0.0663, over 2456880.64 frames. utt_duration=1274 frames, utt_pad_proportion=0.05049, over 7722.65 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3107, pruned_loss=0.07276, over 2472846.39 frames. utt_duration=528.4 frames, utt_pad_proportion=0.07216, over 18771.14 utterances.], batch size: 39, lr: 5.32e-04
2022-08-23 13:26:50,127 INFO [train.py:927] (4/8) Epoch 6, batch 10900, giga_loss[loss=0.2452, simple_loss=0.3222, pruned_loss=0.08415, over 12414.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03285, over 75.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3133, pruned_loss=0.07438, over 2472469.71 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06926, over 16767.71 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3076, pruned_loss=0.06644, over 2457326.66 frames. utt_duration=1262 frames, utt_pad_proportion=0.05403, over 7798.02 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3119, pruned_loss=0.07463, over 2472860.38 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06741, over 17792.32 utterances.], batch size: 75, lr: 5.32e-04
2022-08-23 13:28:35,931 INFO [train.py:927] (4/8) Epoch 6, batch 10950, giga_loss[loss=0.2129, simple_loss=0.2958, pruned_loss=0.06493, over 12264.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03705, over 28.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3149, pruned_loss=0.07708, over 2471977.79 frames. utt_duration=603.1 frames, utt_pad_proportion=0.06796, over 16435.69 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3076, pruned_loss=0.06651, over 2457610.49 frames. utt_duration=1264 frames, utt_pad_proportion=0.05362, over 7788.05 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3139, pruned_loss=0.07731, over 2472167.61 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06673, over 17329.04 utterances.], batch size: 28, lr: 5.31e-04
2022-08-23 13:30:18,695 INFO [train.py:927] (4/8) Epoch 6, batch 11000, giga_loss[loss=0.2217, simple_loss=0.3042, pruned_loss=0.06955, over 12403.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04382, over 146.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3121, pruned_loss=0.0759, over 2472408.47 frames. utt_duration=600.6 frames, utt_pad_proportion=0.06263, over 16507.16 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3065, pruned_loss=0.06605, over 2457630.97 frames. utt_duration=1273 frames, utt_pad_proportion=0.05235, over 7733.29 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3125, pruned_loss=0.07683, over 2472996.52 frames. utt_duration=565 frames, utt_pad_proportion=0.06259, over 17554.28 utterances.], batch size: 146, lr: 5.31e-04
2022-08-23 13:32:05,735 INFO [train.py:927] (4/8) Epoch 6, batch 11050, giga_loss[loss=0.2174, simple_loss=0.2908, pruned_loss=0.07199, over 12411.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07658, over 213.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3094, pruned_loss=0.07423, over 2472868.47 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06673, over 17407.72 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3064, pruned_loss=0.06601, over 2457689.81 frames. utt_duration=1274 frames, utt_pad_proportion=0.05214, over 7727.62 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3098, pruned_loss=0.07503, over 2473344.20 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06662, over 18278.29 utterances.], batch size: 213, lr: 5.31e-04
2022-08-23 13:33:51,502 INFO [train.py:927] (4/8) Epoch 6, batch 11100, giga_loss[loss=0.2092, simple_loss=0.291, pruned_loss=0.06376, over 12358.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03223, over 58.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3054, pruned_loss=0.07251, over 2473240.67 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06774, over 17835.86 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3072, pruned_loss=0.06661, over 2458020.90 frames. utt_duration=1250 frames, utt_pad_proportion=0.05966, over 7873.97 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.305, pruned_loss=0.07284, over 2473735.31 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06503, over 18673.47 utterances.], batch size: 58, lr: 5.31e-04
2022-08-23 13:35:37,192 INFO [train.py:927] (4/8) Epoch 6, batch 11150, giga_loss[loss=0.2341, simple_loss=0.308, pruned_loss=0.08008, over 12404.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06362, over 183.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3028, pruned_loss=0.07126, over 2473654.73 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06904, over 18583.33 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3081, pruned_loss=0.06658, over 2458175.67 frames. utt_duration=1246 frames, utt_pad_proportion=0.05961, over 7900.28 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3016, pruned_loss=0.07164, over 2474193.75 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06702, over 19420.55 utterances.], batch size: 183, lr: 5.31e-04
2022-08-23 13:37:18,436 INFO [train.py:927] (4/8) Epoch 6, batch 11200, libri_loss[loss=0.2067, simple_loss=0.2931, pruned_loss=0.06017, over 12464.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005164, over 35.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3018, pruned_loss=0.07104, over 2473735.75 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06987, over 18253.02 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3082, pruned_loss=0.06666, over 2459095.44 frames. utt_duration=1250 frames, utt_pad_proportion=0.05821, over 7875.57 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3007, pruned_loss=0.07141, over 2473750.66 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06889, over 19244.39 utterances.], batch size: 35, lr: 5.31e-04
2022-08-23 13:39:01,575 INFO [train.py:927] (4/8) Epoch 6, batch 11250, giga_loss[loss=0.204, simple_loss=0.2873, pruned_loss=0.06038, over 12352.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03132, over 62.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2983, pruned_loss=0.0693, over 2473402.38 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06396, over 17228.53 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.308, pruned_loss=0.06663, over 2459241.67 frames. utt_duration=1250 frames, utt_pad_proportion=0.05809, over 7880.75 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2975, pruned_loss=0.06965, over 2473425.90 frames. utt_duration=548.4 frames, utt_pad_proportion=0.0635, over 18091.42 utterances.], batch size: 62, lr: 5.31e-04
2022-08-23 13:40:41,860 INFO [train.py:927] (4/8) Epoch 6, batch 11300, giga_loss[loss=0.1908, simple_loss=0.274, pruned_loss=0.0538, over 12191.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03266, over 39.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2943, pruned_loss=0.0676, over 2472888.25 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05922, over 16455.11 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3074, pruned_loss=0.06639, over 2459650.79 frames. utt_duration=1256 frames, utt_pad_proportion=0.05657, over 7844.34 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2938, pruned_loss=0.06815, over 2472973.88 frames. utt_duration=568 frames, utt_pad_proportion=0.05972, over 17460.43 utterances.], batch size: 39, lr: 5.31e-04
2022-08-23 13:42:22,574 INFO [train.py:927] (4/8) Epoch 6, batch 11350, giga_loss[loss=0.1739, simple_loss=0.2449, pruned_loss=0.0514, over 12408.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04663, over 31.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.291, pruned_loss=0.06613, over 2472712.64 frames. utt_duration=631.6 frames, utt_pad_proportion=0.05543, over 15696.33 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3063, pruned_loss=0.06595, over 2459971.90 frames. utt_duration=1262 frames, utt_pad_proportion=0.05524, over 7803.86 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2909, pruned_loss=0.06701, over 2473090.22 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05665, over 16939.95 utterances.], batch size: 31, lr: 5.31e-04
2022-08-23 13:44:04,974 INFO [train.py:927] (4/8) Epoch 6, batch 11400, giga_loss[loss=0.1858, simple_loss=0.2598, pruned_loss=0.05585, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03065, over 42.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2878, pruned_loss=0.06497, over 2472642.97 frames. utt_duration=658.7 frames, utt_pad_proportion=0.051, over 15049.12 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3064, pruned_loss=0.06596, over 2460326.03 frames. utt_duration=1263 frames, utt_pad_proportion=0.05471, over 7802.79 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2875, pruned_loss=0.06564, over 2472803.87 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05251, over 16136.31 utterances.], batch size: 42, lr: 5.31e-04
2022-08-23 13:45:47,604 INFO [train.py:927] (4/8) Epoch 6, batch 11450, giga_loss[loss=0.2149, simple_loss=0.2921, pruned_loss=0.06888, over 12436.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03804, over 105.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2857, pruned_loss=0.06432, over 2471749.39 frames. utt_duration=670.8 frames, utt_pad_proportion=0.04854, over 14772.48 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.307, pruned_loss=0.06617, over 2460316.38 frames. utt_duration=1263 frames, utt_pad_proportion=0.05436, over 7798.75 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2847, pruned_loss=0.06465, over 2471999.14 frames. utt_duration=631.5 frames, utt_pad_proportion=0.05004, over 15695.98 utterances.], batch size: 105, lr: 5.31e-04
2022-08-23 13:47:30,839 INFO [train.py:927] (4/8) Epoch 6, batch 11500, giga_loss[loss=0.2235, simple_loss=0.3021, pruned_loss=0.07246, over 12295.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02742, over 45.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2887, pruned_loss=0.06622, over 2471928.40 frames. utt_duration=637.8 frames, utt_pad_proportion=0.05404, over 15539.72 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3074, pruned_loss=0.06643, over 2460823.10 frames. utt_duration=1265 frames, utt_pad_proportion=0.05329, over 7788.95 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2871, pruned_loss=0.06621, over 2471919.22 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05534, over 16450.01 utterances.], batch size: 45, lr: 5.30e-04
2022-08-23 13:49:13,720 INFO [train.py:927] (4/8) Epoch 6, batch 11550, giga_loss[loss=0.2629, simple_loss=0.3366, pruned_loss=0.09462, over 12426.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03678, over 105.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2934, pruned_loss=0.06949, over 2471970.96 frames. utt_duration=607.3 frames, utt_pad_proportion=0.06293, over 16322.25 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3072, pruned_loss=0.06641, over 2460978.34 frames. utt_duration=1261 frames, utt_pad_proportion=0.05354, over 7815.91 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2921, pruned_loss=0.06954, over 2472040.57 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06345, over 17167.29 utterances.], batch size: 105, lr: 5.30e-04
2022-08-23 13:50:57,876 INFO [train.py:927] (4/8) Epoch 6, batch 11600, libri_loss[loss=0.2234, simple_loss=0.3089, pruned_loss=0.069, over 12324.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005382, over 36.00 utterances.], tot_loss[loss=0.222, simple_loss=0.2994, pruned_loss=0.07229, over 2473097.75 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06501, over 16948.18 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.307, pruned_loss=0.0664, over 2461295.61 frames. utt_duration=1263 frames, utt_pad_proportion=0.05243, over 7803.62 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.2981, pruned_loss=0.07244, over 2473176.92 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06582, over 17861.52 utterances.], batch size: 36, lr: 5.30e-04
2022-08-23 13:52:41,524 INFO [train.py:927] (4/8) Epoch 6, batch 11650, giga_loss[loss=0.3243, simple_loss=0.3651, pruned_loss=0.1417, over 12365.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2153, over 377.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3067, pruned_loss=0.07628, over 2473738.78 frames. utt_duration=524.1 frames, utt_pad_proportion=0.07758, over 18933.32 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3072, pruned_loss=0.06653, over 2461275.54 frames. utt_duration=1261 frames, utt_pad_proportion=0.05237, over 7814.52 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3055, pruned_loss=0.07635, over 2473923.52 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07776, over 19726.41 utterances.], batch size: 377, lr: 5.30e-04
2022-08-23 13:54:24,235 INFO [train.py:927] (4/8) Epoch 6, batch 11700, giga_loss[loss=0.1909, simple_loss=0.283, pruned_loss=0.04937, over 12339.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03605, over 104.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.308, pruned_loss=0.07515, over 2473432.81 frames. utt_duration=519.6 frames, utt_pad_proportion=0.0735, over 19096.82 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3079, pruned_loss=0.06656, over 2461350.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.05176, over 7800.38 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3064, pruned_loss=0.0753, over 2473678.18 frames. utt_duration=499 frames, utt_pad_proportion=0.07412, over 19889.70 utterances.], batch size: 104, lr: 5.30e-04
2022-08-23 13:56:06,490 INFO [train.py:927] (4/8) Epoch 6, batch 11750, giga_loss[loss=0.1973, simple_loss=0.2857, pruned_loss=0.05442, over 12210.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03485, over 28.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.307, pruned_loss=0.07332, over 2473457.11 frames. utt_duration=549 frames, utt_pad_proportion=0.06816, over 18070.18 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3081, pruned_loss=0.06665, over 2461699.56 frames. utt_duration=1264 frames, utt_pad_proportion=0.05085, over 7796.51 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3055, pruned_loss=0.07351, over 2473610.97 frames. utt_duration=523.8 frames, utt_pad_proportion=0.0694, over 18945.09 utterances.], batch size: 28, lr: 5.30e-04
2022-08-23 13:57:47,820 INFO [train.py:927] (4/8) Epoch 6, batch 11800, giga_loss[loss=0.2105, simple_loss=0.2994, pruned_loss=0.06076, over 12371.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03046, over 62.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3085, pruned_loss=0.07371, over 2473785.43 frames. utt_duration=559.6 frames, utt_pad_proportion=0.0677, over 17729.64 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3086, pruned_loss=0.06695, over 2462060.18 frames. utt_duration=1249 frames, utt_pad_proportion=0.05508, over 7896.02 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3069, pruned_loss=0.07372, over 2473812.22 frames. utt_duration=536 frames, utt_pad_proportion=0.06735, over 18513.26 utterances.], batch size: 62, lr: 5.30e-04
2022-08-23 13:59:30,685 INFO [train.py:927] (4/8) Epoch 6, batch 11850, giga_loss[loss=0.2717, simple_loss=0.3454, pruned_loss=0.09901, over 12394.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05802, over 182.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3108, pruned_loss=0.07553, over 2472929.75 frames. utt_duration=554.8 frames, utt_pad_proportion=0.0687, over 17876.53 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.308, pruned_loss=0.06673, over 2462624.43 frames. utt_duration=1240 frames, utt_pad_proportion=0.05838, over 7951.59 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3101, pruned_loss=0.07609, over 2472856.86 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06724, over 18880.86 utterances.], batch size: 182, lr: 5.30e-04
2022-08-23 14:01:14,057 INFO [train.py:927] (4/8) Epoch 6, batch 11900, giga_loss[loss=0.2063, simple_loss=0.2911, pruned_loss=0.06072, over 12461.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04497, over 34.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3117, pruned_loss=0.07689, over 2472643.82 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06692, over 17284.70 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.308, pruned_loss=0.06751, over 2462508.82 frames. utt_duration=1243 frames, utt_pad_proportion=0.05783, over 7935.53 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3113, pruned_loss=0.07713, over 2473195.61 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06624, over 18610.13 utterances.], batch size: 34, lr: 5.30e-04
2022-08-23 14:02:58,758 INFO [train.py:927] (4/8) Epoch 6, batch 11950, giga_loss[loss=0.2354, simple_loss=0.308, pruned_loss=0.08141, over 12437.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04831, over 34.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3124, pruned_loss=0.07681, over 2472810.64 frames. utt_duration=596.6 frames, utt_pad_proportion=0.06613, over 16621.71 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3086, pruned_loss=0.0677, over 2462479.63 frames. utt_duration=1233 frames, utt_pad_proportion=0.06117, over 7999.47 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3116, pruned_loss=0.07699, over 2473467.68 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06435, over 17780.62 utterances.], batch size: 34, lr: 5.30e-04
2022-08-23 14:04:42,944 INFO [train.py:927] (4/8) Epoch 6, batch 12000, libri_loss[loss=0.2542, simple_loss=0.3418, pruned_loss=0.08332, over 12451.00 frames. utt_duration=423.7 frames, utt_pad_proportion=0.3391, over 118.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3126, pruned_loss=0.07658, over 2473473.15 frames. utt_duration=604.9 frames, utt_pad_proportion=0.06689, over 16396.33 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3086, pruned_loss=0.06776, over 2462990.54 frames. utt_duration=1224 frames, utt_pad_proportion=0.06437, over 8058.79 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.312, pruned_loss=0.07687, over 2473764.09 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06397, over 17462.12 utterances.], batch size: 118, lr: 5.30e-04
2022-08-23 14:04:42,946 INFO [train.py:958] (4/8) Computing validation loss
2022-08-23 14:04:56,466 INFO [train.py:967] (4/8) Epoch 6, validation: loss=0.1884, simple_loss=0.2969, pruned_loss=0.03994, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 14:06:41,521 INFO [train.py:927] (4/8) Epoch 6, batch 12050, giga_loss[loss=0.2563, simple_loss=0.335, pruned_loss=0.08876, over 12335.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03289, over 51.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3123, pruned_loss=0.07661, over 2473764.96 frames. utt_duration=606.7 frames, utt_pad_proportion=0.06307, over 16349.46 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3083, pruned_loss=0.06766, over 2462895.89 frames. utt_duration=1226 frames, utt_pad_proportion=0.06393, over 8043.26 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3122, pruned_loss=0.07699, over 2474160.75 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06112, over 17269.58 utterances.], batch size: 51, lr: 5.29e-04
2022-08-23 14:08:23,589 INFO [train.py:927] (4/8) Epoch 6, batch 12100, giga_loss[loss=0.224, simple_loss=0.306, pruned_loss=0.07103, over 12304.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04451, over 26.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3107, pruned_loss=0.07587, over 2472332.53 frames. utt_duration=610.5 frames, utt_pad_proportion=0.06234, over 16239.60 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.308, pruned_loss=0.06766, over 2462431.78 frames. utt_duration=1231 frames, utt_pad_proportion=0.06304, over 8009.64 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3109, pruned_loss=0.07633, over 2473257.83 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06119, over 17154.73 utterances.], batch size: 26, lr: 5.29e-04
2022-08-23 14:10:06,128 INFO [train.py:927] (4/8) Epoch 6, batch 12150, giga_loss[loss=0.2362, simple_loss=0.3109, pruned_loss=0.08077, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04074, over 37.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3122, pruned_loss=0.07693, over 2472463.76 frames. utt_duration=620.9 frames, utt_pad_proportion=0.05927, over 15966.84 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3083, pruned_loss=0.06773, over 2462331.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.06271, over 8004.42 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3121, pruned_loss=0.07736, over 2473427.18 frames. utt_duration=590.2 frames, utt_pad_proportion=0.05862, over 16804.89 utterances.], batch size: 37, lr: 5.29e-04
2022-08-23 14:11:49,757 INFO [train.py:927] (4/8) Epoch 6, batch 12200, giga_loss[loss=0.2262, simple_loss=0.3162, pruned_loss=0.06806, over 12291.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.04766, over 26.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3115, pruned_loss=0.07583, over 2472058.29 frames. utt_duration=632.8 frames, utt_pad_proportion=0.05903, over 15663.69 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3082, pruned_loss=0.06759, over 2462286.30 frames. utt_duration=1235 frames, utt_pad_proportion=0.06201, over 7987.41 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3116, pruned_loss=0.0764, over 2473004.09 frames. utt_duration=603.2 frames, utt_pad_proportion=0.05877, over 16441.54 utterances.], batch size: 26, lr: 5.29e-04
2022-08-23 14:13:30,895 INFO [train.py:927] (4/8) Epoch 6, batch 12250, giga_loss[loss=0.2131, simple_loss=0.2942, pruned_loss=0.06606, over 12379.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06021, over 182.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3118, pruned_loss=0.07622, over 2472288.03 frames. utt_duration=623.3 frames, utt_pad_proportion=0.05889, over 15903.70 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3084, pruned_loss=0.06751, over 2462239.65 frames. utt_duration=1240 frames, utt_pad_proportion=0.06059, over 7951.26 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3119, pruned_loss=0.07698, over 2473335.43 frames. utt_duration=591.5 frames, utt_pad_proportion=0.05928, over 16768.31 utterances.], batch size: 182, lr: 5.29e-04
2022-08-23 14:15:10,659 INFO [train.py:927] (4/8) Epoch 6, batch 12300, giga_loss[loss=0.2002, simple_loss=0.281, pruned_loss=0.05968, over 12162.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03442, over 36.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3095, pruned_loss=0.07525, over 2472263.14 frames. utt_duration=620.4 frames, utt_pad_proportion=0.06013, over 15979.27 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3086, pruned_loss=0.06769, over 2462315.88 frames. utt_duration=1229 frames, utt_pad_proportion=0.06414, over 8021.38 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3093, pruned_loss=0.07575, over 2473111.23 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05867, over 16669.82 utterances.], batch size: 36, lr: 5.29e-04
2022-08-23 14:16:53,623 INFO [train.py:927] (4/8) Epoch 6, batch 12350, giga_loss[loss=0.1903, simple_loss=0.2772, pruned_loss=0.05169, over 12344.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03024, over 70.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3079, pruned_loss=0.07477, over 2471791.74 frames. utt_duration=623.8 frames, utt_pad_proportion=0.06318, over 15887.66 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3087, pruned_loss=0.06773, over 2462484.23 frames. utt_duration=1233 frames, utt_pad_proportion=0.06293, over 8001.14 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3077, pruned_loss=0.07529, over 2472515.63 frames. utt_duration=596.3 frames, utt_pad_proportion=0.06234, over 16628.48 utterances.], batch size: 70, lr: 5.29e-04
2022-08-23 14:18:36,353 INFO [train.py:927] (4/8) Epoch 6, batch 12400, giga_loss[loss=0.2073, simple_loss=0.2866, pruned_loss=0.06401, over 12394.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.02479, over 66.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3041, pruned_loss=0.07328, over 2471183.74 frames. utt_duration=636.7 frames, utt_pad_proportion=0.05985, over 15561.72 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3083, pruned_loss=0.06751, over 2462573.18 frames. utt_duration=1236 frames, utt_pad_proportion=0.06229, over 7981.16 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3042, pruned_loss=0.07398, over 2471791.73 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05958, over 16266.66 utterances.], batch size: 66, lr: 5.29e-04
2022-08-23 14:20:17,810 INFO [train.py:927] (4/8) Epoch 6, batch 12450, giga_loss[loss=0.2532, simple_loss=0.3171, pruned_loss=0.09467, over 12384.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06988, over 212.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.301, pruned_loss=0.07185, over 2471987.13 frames. utt_duration=587.8 frames, utt_pad_proportion=0.06392, over 16865.99 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3086, pruned_loss=0.06769, over 2462680.27 frames. utt_duration=1236 frames, utt_pad_proportion=0.06184, over 7982.33 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3008, pruned_loss=0.07229, over 2472450.10 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06381, over 17497.96 utterances.], batch size: 212, lr: 5.29e-04
2022-08-23 14:22:02,385 INFO [train.py:927] (4/8) Epoch 6, batch 12500, giga_loss[loss=0.2674, simple_loss=0.3311, pruned_loss=0.1019, over 12408.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3002, pruned_loss=0.07176, over 2472201.33 frames. utt_duration=584.2 frames, utt_pad_proportion=0.06689, over 16970.05 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3089, pruned_loss=0.06791, over 2463055.21 frames. utt_duration=1239 frames, utt_pad_proportion=0.06039, over 7962.12 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.2996, pruned_loss=0.07202, over 2472487.72 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06722, over 17712.97 utterances.], batch size: 258, lr: 5.29e-04
2022-08-23 14:23:51,999 INFO [train.py:927] (4/8) Epoch 6, batch 12550, giga_loss[loss=0.1886, simple_loss=0.2639, pruned_loss=0.0566, over 12440.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04317, over 34.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3024, pruned_loss=0.07208, over 2471759.39 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06476, over 16852.36 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3097, pruned_loss=0.06847, over 2463094.35 frames. utt_duration=1240 frames, utt_pad_proportion=0.05874, over 7953.59 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.301, pruned_loss=0.07193, over 2472299.98 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06587, over 17797.96 utterances.], batch size: 34, lr: 5.29e-04
2022-08-23 14:25:33,363 INFO [train.py:927] (4/8) Epoch 6, batch 12600, giga_loss[loss=0.2162, simple_loss=0.2991, pruned_loss=0.06668, over 12429.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03851, over 123.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3034, pruned_loss=0.07154, over 2473349.46 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06517, over 18014.58 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3097, pruned_loss=0.06845, over 2463232.95 frames. utt_duration=1243 frames, utt_pad_proportion=0.05806, over 7937.35 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3022, pruned_loss=0.0715, over 2473775.47 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06626, over 18909.83 utterances.], batch size: 123, lr: 5.28e-04
2022-08-23 14:27:12,970 INFO [train.py:927] (4/8) Epoch 6, batch 12650, giga_loss[loss=0.1904, simple_loss=0.2673, pruned_loss=0.05675, over 12072.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03807, over 30.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3028, pruned_loss=0.07097, over 2473605.70 frames. utt_duration=562 frames, utt_pad_proportion=0.06044, over 17654.28 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.31, pruned_loss=0.06874, over 2463410.14 frames. utt_duration=1248 frames, utt_pad_proportion=0.05683, over 7902.68 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3013, pruned_loss=0.07072, over 2474064.35 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06206, over 18677.91 utterances.], batch size: 30, lr: 5.28e-04
2022-08-23 14:28:54,072 INFO [train.py:927] (4/8) Epoch 6, batch 12700, giga_loss[loss=0.2498, simple_loss=0.3306, pruned_loss=0.08444, over 12334.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02964, over 66.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3039, pruned_loss=0.07157, over 2473178.46 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06739, over 18598.07 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3098, pruned_loss=0.06886, over 2463355.77 frames. utt_duration=1253 frames, utt_pad_proportion=0.05602, over 7872.88 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3028, pruned_loss=0.07132, over 2473760.00 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06864, over 19619.96 utterances.], batch size: 66, lr: 5.28e-04
2022-08-23 14:30:34,113 INFO [train.py:927] (4/8) Epoch 6, batch 12750, giga_loss[loss=0.2376, simple_loss=0.3198, pruned_loss=0.07769, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03757, over 105.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3062, pruned_loss=0.07234, over 2473152.27 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06408, over 17924.64 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3104, pruned_loss=0.0692, over 2463369.53 frames. utt_duration=1261 frames, utt_pad_proportion=0.05436, over 7824.60 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3046, pruned_loss=0.07194, over 2474019.76 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06605, over 19228.19 utterances.], batch size: 105, lr: 5.28e-04
2022-08-23 14:32:14,297 INFO [train.py:927] (4/8) Epoch 6, batch 12800, giga_loss[loss=0.2227, simple_loss=0.304, pruned_loss=0.0707, over 12249.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02762, over 42.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3066, pruned_loss=0.07243, over 2472748.95 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05986, over 17320.80 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3105, pruned_loss=0.0696, over 2463206.46 frames. utt_duration=1262 frames, utt_pad_proportion=0.05336, over 7818.65 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.305, pruned_loss=0.07186, over 2473913.35 frames. utt_duration=531 frames, utt_pad_proportion=0.06224, over 18690.35 utterances.], batch size: 42, lr: 5.28e-04
2022-08-23 14:33:57,304 INFO [train.py:927] (4/8) Epoch 6, batch 12850, libri_loss[loss=0.2375, simple_loss=0.3284, pruned_loss=0.07328, over 12367.00 frames. utt_duration=952.6 frames, utt_pad_proportion=0.07605, over 52.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3074, pruned_loss=0.07282, over 2471932.10 frames. utt_duration=586.5 frames, utt_pad_proportion=0.0563, over 16902.55 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3105, pruned_loss=0.06987, over 2463214.35 frames. utt_duration=1265 frames, utt_pad_proportion=0.05235, over 7799.68 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.306, pruned_loss=0.07221, over 2473139.60 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05892, over 18307.34 utterances.], batch size: 52, lr: 5.28e-04
2022-08-23 14:35:38,351 INFO [train.py:927] (4/8) Epoch 6, batch 12900, giga_loss[loss=0.2171, simple_loss=0.2959, pruned_loss=0.06917, over 12392.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03409, over 122.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3071, pruned_loss=0.07346, over 2472487.56 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05955, over 17268.97 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3105, pruned_loss=0.07016, over 2463492.43 frames. utt_duration=1267 frames, utt_pad_proportion=0.05168, over 7787.84 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.306, pruned_loss=0.07279, over 2473344.43 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06172, over 18564.00 utterances.], batch size: 122, lr: 5.28e-04
2022-08-23 14:37:17,480 INFO [train.py:927] (4/8) Epoch 6, batch 12950, giga_loss[loss=0.2199, simple_loss=0.307, pruned_loss=0.06638, over 12379.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02695, over 91.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3048, pruned_loss=0.07263, over 2472294.89 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05924, over 17308.97 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3107, pruned_loss=0.07046, over 2463295.42 frames. utt_duration=1270 frames, utt_pad_proportion=0.05092, over 7765.27 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3036, pruned_loss=0.07187, over 2473323.72 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06133, over 18527.55 utterances.], batch size: 91, lr: 5.28e-04
2022-08-23 14:38:56,413 INFO [train.py:927] (4/8) Epoch 6, batch 13000, giga_loss[loss=0.2026, simple_loss=0.2947, pruned_loss=0.05524, over 12396.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02618, over 70.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.306, pruned_loss=0.07212, over 2473070.61 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06145, over 18082.46 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.311, pruned_loss=0.07074, over 2463197.03 frames. utt_duration=1260 frames, utt_pad_proportion=0.05516, over 7827.08 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3047, pruned_loss=0.07131, over 2474157.24 frames. utt_duration=516.6 frames, utt_pad_proportion=0.0614, over 19213.99 utterances.], batch size: 70, lr: 5.28e-04
2022-08-23 14:40:37,588 INFO [train.py:927] (4/8) Epoch 6, batch 13050, giga_loss[loss=0.2008, simple_loss=0.2734, pruned_loss=0.06408, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04521, over 31.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3062, pruned_loss=0.07193, over 2473082.67 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05728, over 17580.84 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3114, pruned_loss=0.07111, over 2463411.14 frames. utt_duration=1254 frames, utt_pad_proportion=0.05498, over 7865.95 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3046, pruned_loss=0.07102, over 2474063.68 frames. utt_duration=529.1 frames, utt_pad_proportion=0.05757, over 18758.75 utterances.], batch size: 31, lr: 5.28e-04
2022-08-23 14:42:19,050 INFO [train.py:927] (4/8) Epoch 6, batch 13100, giga_loss[loss=0.2196, simple_loss=0.2983, pruned_loss=0.07046, over 12412.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.0386, over 133.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3044, pruned_loss=0.07215, over 2473458.19 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05758, over 18060.45 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3114, pruned_loss=0.07124, over 2463617.55 frames. utt_duration=1251 frames, utt_pad_proportion=0.05522, over 7885.99 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3031, pruned_loss=0.07133, over 2474185.32 frames. utt_duration=519.8 frames, utt_pad_proportion=0.05771, over 19095.51 utterances.], batch size: 133, lr: 5.27e-04
2022-08-23 14:43:59,419 INFO [train.py:927] (4/8) Epoch 6, batch 13150, giga_loss[loss=0.2075, simple_loss=0.2971, pruned_loss=0.05897, over 12402.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02481, over 66.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3033, pruned_loss=0.07294, over 2474525.86 frames. utt_duration=542.5 frames, utt_pad_proportion=0.05698, over 18296.79 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3111, pruned_loss=0.07148, over 2464051.47 frames. utt_duration=1258 frames, utt_pad_proportion=0.05429, over 7844.28 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3023, pruned_loss=0.0721, over 2474929.05 frames. utt_duration=511.7 frames, utt_pad_proportion=0.0575, over 19403.43 utterances.], batch size: 66, lr: 5.27e-04
2022-08-23 14:45:38,278 INFO [train.py:927] (4/8) Epoch 6, batch 13200, giga_loss[loss=0.197, simple_loss=0.2743, pruned_loss=0.05982, over 12355.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03675, over 122.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3007, pruned_loss=0.07186, over 2474917.36 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05988, over 18818.42 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.311, pruned_loss=0.0717, over 2464329.66 frames. utt_duration=1259 frames, utt_pad_proportion=0.05358, over 7839.35 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2999, pruned_loss=0.07102, over 2475187.07 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06042, over 19892.82 utterances.], batch size: 122, lr: 5.27e-04
2022-08-23 14:47:20,362 INFO [train.py:927] (4/8) Epoch 6, batch 13250, giga_loss[loss=0.2027, simple_loss=0.2907, pruned_loss=0.05732, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03907, over 113.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2976, pruned_loss=0.06999, over 2475667.72 frames. utt_duration=544.8 frames, utt_pad_proportion=0.05831, over 18227.40 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3116, pruned_loss=0.07201, over 2464768.27 frames. utt_duration=1260 frames, utt_pad_proportion=0.05294, over 7832.49 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2961, pruned_loss=0.06901, over 2475771.51 frames. utt_duration=512.6 frames, utt_pad_proportion=0.05911, over 19376.88 utterances.], batch size: 113, lr: 5.27e-04
2022-08-23 14:49:00,810 INFO [train.py:927] (4/8) Epoch 6, batch 13300, giga_loss[loss=0.1973, simple_loss=0.2886, pruned_loss=0.05298, over 12460.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2981, pruned_loss=0.06995, over 2474843.57 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06097, over 18170.36 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3124, pruned_loss=0.07235, over 2464692.51 frames. utt_duration=1257 frames, utt_pad_proportion=0.05323, over 7851.87 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2959, pruned_loss=0.06882, over 2475162.44 frames. utt_duration=517 frames, utt_pad_proportion=0.0614, over 19207.17 utterances.], batch size: 75, lr: 5.27e-04
2022-08-23 14:50:40,666 INFO [train.py:927] (4/8) Epoch 6, batch 13350, giga_loss[loss=0.242, simple_loss=0.3235, pruned_loss=0.08024, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05362, over 162.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3007, pruned_loss=0.0708, over 2475704.21 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05744, over 17523.05 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3123, pruned_loss=0.07248, over 2464946.55 frames. utt_duration=1259 frames, utt_pad_proportion=0.05263, over 7841.80 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.2989, pruned_loss=0.06976, over 2475925.83 frames. utt_duration=536 frames, utt_pad_proportion=0.05823, over 18530.22 utterances.], batch size: 162, lr: 5.27e-04
2022-08-23 14:52:21,109 INFO [train.py:927] (4/8) Epoch 6, batch 13400, libri_loss[loss=0.3156, simple_loss=0.3693, pruned_loss=0.131, over 12369.00 frames. utt_duration=417.4 frames, utt_pad_proportion=0.3499, over 119.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3026, pruned_loss=0.07184, over 2474597.51 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05959, over 17190.06 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3121, pruned_loss=0.07268, over 2464739.42 frames. utt_duration=1251 frames, utt_pad_proportion=0.05653, over 7893.17 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.301, pruned_loss=0.07077, over 2475167.50 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05847, over 18161.23 utterances.], batch size: 119, lr: 5.27e-04
2022-08-23 14:54:06,572 INFO [train.py:927] (4/8) Epoch 6, batch 13450, giga_loss[loss=0.301, simple_loss=0.3617, pruned_loss=0.1201, over 12425.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03138, over 80.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3086, pruned_loss=0.07668, over 2474608.00 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06193, over 17450.48 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3121, pruned_loss=0.07294, over 2464754.57 frames. utt_duration=1254 frames, utt_pad_proportion=0.05547, over 7871.99 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3072, pruned_loss=0.07563, over 2475279.39 frames. utt_duration=538 frames, utt_pad_proportion=0.0614, over 18455.76 utterances.], batch size: 80, lr: 5.27e-04
2022-08-23 14:55:47,327 INFO [train.py:927] (4/8) Epoch 6, batch 13500, giga_loss[loss=0.2745, simple_loss=0.3468, pruned_loss=0.1011, over 12367.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3157, pruned_loss=0.08195, over 2474781.02 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07051, over 19027.70 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3117, pruned_loss=0.07282, over 2464824.37 frames. utt_duration=1261 frames, utt_pad_proportion=0.05455, over 7828.58 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3149, pruned_loss=0.08138, over 2475486.43 frames. utt_duration=493.9 frames, utt_pad_proportion=0.0702, over 20108.59 utterances.], batch size: 70, lr: 5.27e-04
2022-08-23 14:57:31,014 INFO [train.py:927] (4/8) Epoch 6, batch 13550, giga_loss[loss=0.2274, simple_loss=0.3106, pruned_loss=0.07206, over 12348.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03294, over 58.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3231, pruned_loss=0.08748, over 2474459.98 frames. utt_duration=517.7 frames, utt_pad_proportion=0.07004, over 19173.11 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3125, pruned_loss=0.07325, over 2464832.65 frames. utt_duration=1245 frames, utt_pad_proportion=0.0599, over 7931.47 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.322, pruned_loss=0.0868, over 2475137.57 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06818, over 20083.25 utterances.], batch size: 58, lr: 5.27e-04
2022-08-23 14:59:15,885 INFO [train.py:927] (4/8) Epoch 6, batch 13600, giga_loss[loss=0.222, simple_loss=0.3009, pruned_loss=0.07161, over 12456.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03805, over 31.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3287, pruned_loss=0.09254, over 2474718.44 frames. utt_duration=493 frames, utt_pad_proportion=0.07464, over 20140.74 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3122, pruned_loss=0.07338, over 2464842.70 frames. utt_duration=1250 frames, utt_pad_proportion=0.05907, over 7897.09 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3283, pruned_loss=0.09218, over 2475412.99 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07334, over 21095.96 utterances.], batch size: 31, lr: 5.27e-04
2022-08-23 15:01:04,189 INFO [train.py:927] (4/8) Epoch 6, batch 13650, giga_loss[loss=0.273, simple_loss=0.3436, pruned_loss=0.1012, over 12330.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03151, over 70.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3325, pruned_loss=0.09673, over 2473827.21 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07943, over 20610.19 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3119, pruned_loss=0.07336, over 2464749.42 frames. utt_duration=1256 frames, utt_pad_proportion=0.05752, over 7858.28 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3331, pruned_loss=0.09715, over 2474791.18 frames. utt_duration=455 frames, utt_pad_proportion=0.07894, over 21826.99 utterances.], batch size: 70, lr: 5.26e-04
2022-08-23 15:02:51,696 INFO [train.py:927] (4/8) Epoch 6, batch 13700, giga_loss[loss=0.3823, simple_loss=0.397, pruned_loss=0.1838, over 12376.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2031, over 369.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3374, pruned_loss=0.1015, over 2473205.31 frames. utt_duration=445.6 frames, utt_pad_proportion=0.09019, over 22276.19 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3115, pruned_loss=0.07339, over 2464564.23 frames. utt_duration=1261 frames, utt_pad_proportion=0.05615, over 7827.90 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.339, pruned_loss=0.1026, over 2474435.42 frames. utt_duration=418.3 frames, utt_pad_proportion=0.09004, over 23744.00 utterances.], batch size: 369, lr: 5.26e-04
2022-08-23 15:04:41,016 INFO [train.py:927] (4/8) Epoch 6, batch 13750, libri_loss[loss=0.3204, simple_loss=0.3961, pruned_loss=0.1224, over 12436.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.3614, over 122.00 utterances.], tot_loss[loss=0.2766, simple_loss=0.3412, pruned_loss=0.106, over 2473744.36 frames. utt_duration=420.6 frames, utt_pad_proportion=0.09365, over 23607.20 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3122, pruned_loss=0.07367, over 2464960.56 frames. utt_duration=1249 frames, utt_pad_proportion=0.06044, over 7900.55 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3421, pruned_loss=0.1071, over 2474471.36 frames. utt_duration=398.8 frames, utt_pad_proportion=0.09227, over 24910.26 utterances.], batch size: 122, lr: 5.26e-04
2022-08-23 15:06:25,040 INFO [train.py:927] (4/8) Epoch 6, batch 13800, giga_loss[loss=0.2461, simple_loss=0.3281, pruned_loss=0.08202, over 12424.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02187, over 48.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3422, pruned_loss=0.1057, over 2473696.67 frames. utt_duration=425 frames, utt_pad_proportion=0.09044, over 23361.71 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3125, pruned_loss=0.07405, over 2464681.62 frames. utt_duration=1251 frames, utt_pad_proportion=0.05962, over 7891.55 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3433, pruned_loss=0.1068, over 2474688.70 frames. utt_duration=402.5 frames, utt_pad_proportion=0.0899, over 24681.74 utterances.], batch size: 48, lr: 5.26e-04
2022-08-23 15:08:06,794 INFO [train.py:927] (4/8) Epoch 6, batch 13850, giga_loss[loss=0.2488, simple_loss=0.3226, pruned_loss=0.08746, over 12456.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03653, over 43.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3419, pruned_loss=0.1049, over 2473721.79 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08924, over 23435.59 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3124, pruned_loss=0.07443, over 2464435.73 frames. utt_duration=1254 frames, utt_pad_proportion=0.05895, over 7872.55 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3435, pruned_loss=0.1061, over 2474940.19 frames. utt_duration=399.6 frames, utt_pad_proportion=0.08928, over 24865.21 utterances.], batch size: 43, lr: 5.26e-04
2022-08-23 15:09:55,221 INFO [train.py:927] (4/8) Epoch 6, batch 13900, giga_loss[loss=0.2545, simple_loss=0.3351, pruned_loss=0.08691, over 12388.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02423, over 66.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3402, pruned_loss=0.1025, over 2473958.02 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08732, over 23618.43 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3122, pruned_loss=0.07454, over 2464326.18 frames. utt_duration=1257 frames, utt_pad_proportion=0.05787, over 7854.01 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3423, pruned_loss=0.1041, over 2475233.97 frames. utt_duration=395.5 frames, utt_pad_proportion=0.08793, over 25123.75 utterances.], batch size: 66, lr: 5.26e-04
2022-08-23 15:11:39,916 INFO [train.py:927] (4/8) Epoch 6, batch 13950, giga_loss[loss=0.223, simple_loss=0.307, pruned_loss=0.06951, over 12445.00 frames. utt_duration=441.9 frames, utt_pad_proportion=0.03511, over 113.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3367, pruned_loss=0.09868, over 2474120.04 frames. utt_duration=432.7 frames, utt_pad_proportion=0.08241, over 22949.56 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3123, pruned_loss=0.07468, over 2464387.14 frames. utt_duration=1254 frames, utt_pad_proportion=0.05736, over 7868.33 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3389, pruned_loss=0.1005, over 2475325.27 frames. utt_duration=404.9 frames, utt_pad_proportion=0.08358, over 24541.87 utterances.], batch size: 113, lr: 5.26e-04
2022-08-23 15:13:24,886 INFO [train.py:927] (4/8) Epoch 6, batch 14000, giga_loss[loss=0.2644, simple_loss=0.3418, pruned_loss=0.0935, over 12417.00 frames. utt_duration=904.6 frames, utt_pad_proportion=0.03357, over 55.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3352, pruned_loss=0.09771, over 2474458.07 frames. utt_duration=445.5 frames, utt_pad_proportion=0.0774, over 22290.49 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3126, pruned_loss=0.07481, over 2464450.81 frames. utt_duration=1252 frames, utt_pad_proportion=0.05741, over 7880.95 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3372, pruned_loss=0.09941, over 2475523.49 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07876, over 23804.72 utterances.], batch size: 55, lr: 5.26e-04
2022-08-23 15:15:18,040 INFO [train.py:927] (4/8) Epoch 6, batch 14050, giga_loss[loss=0.3167, simple_loss=0.3595, pruned_loss=0.137, over 12373.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2096, over 372.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3328, pruned_loss=0.09547, over 2473818.26 frames. utt_duration=455 frames, utt_pad_proportion=0.07577, over 21819.23 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3121, pruned_loss=0.07466, over 2464167.26 frames. utt_duration=1257 frames, utt_pad_proportion=0.05704, over 7852.85 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3351, pruned_loss=0.09723, over 2475027.13 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07714, over 23227.20 utterances.], batch size: 372, lr: 5.26e-04
2022-08-23 15:17:05,681 INFO [train.py:927] (4/8) Epoch 6, batch 14100, giga_loss[loss=0.2422, simple_loss=0.3219, pruned_loss=0.08128, over 12403.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02811, over 62.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3344, pruned_loss=0.09504, over 2474136.98 frames. utt_duration=439.4 frames, utt_pad_proportion=0.08323, over 22593.96 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3122, pruned_loss=0.07486, over 2464166.71 frames. utt_duration=1259 frames, utt_pad_proportion=0.05662, over 7839.36 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3362, pruned_loss=0.09642, over 2475170.22 frames. utt_duration=416.7 frames, utt_pad_proportion=0.08411, over 23839.80 utterances.], batch size: 62, lr: 5.26e-04
2022-08-23 15:18:53,100 INFO [train.py:927] (4/8) Epoch 6, batch 14150, giga_loss[loss=0.2122, simple_loss=0.2951, pruned_loss=0.06468, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03242, over 28.00 utterances.], tot_loss[loss=0.261, simple_loss=0.333, pruned_loss=0.09447, over 2474046.35 frames. utt_duration=436.7 frames, utt_pad_proportion=0.08832, over 22737.89 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.312, pruned_loss=0.07517, over 2464062.32 frames. utt_duration=1260 frames, utt_pad_proportion=0.0561, over 7830.90 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3353, pruned_loss=0.09592, over 2475279.45 frames. utt_duration=410.5 frames, utt_pad_proportion=0.08923, over 24202.32 utterances.], batch size: 28, lr: 5.26e-04
2022-08-23 15:20:39,959 INFO [train.py:927] (4/8) Epoch 6, batch 14200, giga_loss[loss=0.2456, simple_loss=0.3144, pruned_loss=0.08839, over 12289.00 frames. utt_duration=911.8 frames, utt_pad_proportion=0.0259, over 54.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3309, pruned_loss=0.09366, over 2473882.98 frames. utt_duration=453.5 frames, utt_pad_proportion=0.08357, over 21889.28 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3122, pruned_loss=0.07553, over 2463944.14 frames. utt_duration=1262 frames, utt_pad_proportion=0.05513, over 7821.32 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.333, pruned_loss=0.09492, over 2475186.89 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08508, over 23385.31 utterances.], batch size: 54, lr: 5.26e-04
2022-08-23 15:22:27,261 INFO [train.py:927] (4/8) Epoch 6, batch 14250, giga_loss[loss=0.2339, simple_loss=0.3127, pruned_loss=0.07757, over 12397.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05127, over 161.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3288, pruned_loss=0.09214, over 2474101.54 frames. utt_duration=458.2 frames, utt_pad_proportion=0.08191, over 21668.17 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3121, pruned_loss=0.07551, over 2464115.08 frames. utt_duration=1264 frames, utt_pad_proportion=0.05455, over 7805.07 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3308, pruned_loss=0.09341, over 2475125.21 frames. utt_duration=430.8 frames, utt_pad_proportion=0.08352, over 23060.07 utterances.], batch size: 161, lr: 5.25e-04
2022-08-23 15:24:09,485 INFO [train.py:927] (4/8) Epoch 6, batch 14300, libri_loss[loss=0.2754, simple_loss=0.3465, pruned_loss=0.1021, over 12448.00 frames. utt_duration=767.5 frames, utt_pad_proportion=0.1239, over 65.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3286, pruned_loss=0.09104, over 2474724.37 frames. utt_duration=461.9 frames, utt_pad_proportion=0.08042, over 21495.62 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3124, pruned_loss=0.07578, over 2464164.23 frames. utt_duration=1257 frames, utt_pad_proportion=0.05549, over 7847.95 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3301, pruned_loss=0.092, over 2475640.82 frames. utt_duration=436.6 frames, utt_pad_proportion=0.08164, over 22757.18 utterances.], batch size: 65, lr: 5.25e-04
2022-08-23 15:25:55,198 INFO [train.py:927] (4/8) Epoch 6, batch 14350, libri_loss[loss=0.2345, simple_loss=0.3179, pruned_loss=0.07561, over 12461.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01385, over 40.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.327, pruned_loss=0.09028, over 2474872.61 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07728, over 21137.53 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3122, pruned_loss=0.07575, over 2464677.81 frames. utt_duration=1259 frames, utt_pad_proportion=0.05506, over 7841.18 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3287, pruned_loss=0.09132, over 2475337.49 frames. utt_duration=443.9 frames, utt_pad_proportion=0.0787, over 22377.89 utterances.], batch size: 40, lr: 5.25e-04
2022-08-23 15:27:38,491 INFO [train.py:927] (4/8) Epoch 6, batch 14400, giga_loss[loss=0.2316, simple_loss=0.306, pruned_loss=0.07856, over 12303.00 frames. utt_duration=912.7 frames, utt_pad_proportion=0.02491, over 54.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3259, pruned_loss=0.09005, over 2474627.18 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07609, over 20800.64 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3124, pruned_loss=0.0761, over 2464901.73 frames. utt_duration=1262 frames, utt_pad_proportion=0.05405, over 7824.40 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3273, pruned_loss=0.09088, over 2475025.33 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07777, over 22091.99 utterances.], batch size: 54, lr: 5.25e-04
2022-08-23 15:29:25,294 INFO [train.py:927] (4/8) Epoch 6, batch 14450, giga_loss[loss=0.375, simple_loss=0.4018, pruned_loss=0.1741, over 12403.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09677, over 256.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3241, pruned_loss=0.08941, over 2474509.98 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07342, over 20521.82 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3124, pruned_loss=0.07637, over 2465197.94 frames. utt_duration=1265 frames, utt_pad_proportion=0.05305, over 7806.84 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3255, pruned_loss=0.09013, over 2474784.83 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07536, over 21865.13 utterances.], batch size: 256, lr: 5.25e-04
2022-08-23 15:31:09,081 INFO [train.py:927] (4/8) Epoch 6, batch 14500, libri_loss[loss=0.2057, simple_loss=0.2721, pruned_loss=0.06965, over 12400.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008428, over 30.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3229, pruned_loss=0.08896, over 2474260.59 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07074, over 20069.70 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3117, pruned_loss=0.07615, over 2465303.64 frames. utt_duration=1272 frames, utt_pad_proportion=0.05199, over 7760.29 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3251, pruned_loss=0.09011, over 2474625.14 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07299, over 21543.63 utterances.], batch size: 30, lr: 5.25e-04
2022-08-23 15:32:58,787 INFO [train.py:927] (4/8) Epoch 6, batch 14550, giga_loss[loss=0.2646, simple_loss=0.3397, pruned_loss=0.09481, over 12367.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03621, over 122.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3239, pruned_loss=0.08887, over 2473821.43 frames. utt_duration=492 frames, utt_pad_proportion=0.06957, over 20172.18 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3117, pruned_loss=0.07635, over 2465322.20 frames. utt_duration=1272 frames, utt_pad_proportion=0.05174, over 7760.78 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3257, pruned_loss=0.08977, over 2474204.83 frames. utt_duration=462 frames, utt_pad_proportion=0.07158, over 21490.65 utterances.], batch size: 122, lr: 5.25e-04
2022-08-23 15:34:41,418 INFO [train.py:927] (4/8) Epoch 6, batch 14600, giga_loss[loss=0.2445, simple_loss=0.3185, pruned_loss=0.0852, over 12465.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02832, over 80.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3229, pruned_loss=0.08792, over 2473466.39 frames. utt_duration=509.3 frames, utt_pad_proportion=0.0687, over 19481.55 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3116, pruned_loss=0.07661, over 2465135.49 frames. utt_duration=1275 frames, utt_pad_proportion=0.05077, over 7740.54 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3249, pruned_loss=0.0889, over 2474298.57 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07099, over 21058.00 utterances.], batch size: 80, lr: 5.25e-04
2022-08-23 15:36:26,837 INFO [train.py:927] (4/8) Epoch 6, batch 14650, giga_loss[loss=0.2301, simple_loss=0.3053, pruned_loss=0.07743, over 12453.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03394, over 86.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3261, pruned_loss=0.09093, over 2473573.82 frames. utt_duration=502.1 frames, utt_pad_proportion=0.0684, over 19763.80 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3117, pruned_loss=0.07695, over 2465138.03 frames. utt_duration=1278 frames, utt_pad_proportion=0.04981, over 7726.00 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.328, pruned_loss=0.0918, over 2474522.62 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07081, over 21434.37 utterances.], batch size: 86, lr: 5.25e-04
2022-08-23 15:38:11,504 INFO [train.py:927] (4/8) Epoch 6, batch 14700, giga_loss[loss=0.2262, simple_loss=0.3022, pruned_loss=0.07513, over 12343.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03335, over 58.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3264, pruned_loss=0.09192, over 2473136.33 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06409, over 19135.33 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3116, pruned_loss=0.07707, over 2465171.11 frames. utt_duration=1279 frames, utt_pad_proportion=0.04928, over 7715.96 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3283, pruned_loss=0.09284, over 2474049.87 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06669, over 20747.48 utterances.], batch size: 58, lr: 5.25e-04
2022-08-23 15:39:57,179 INFO [train.py:927] (4/8) Epoch 6, batch 14750, giga_loss[loss=0.2503, simple_loss=0.324, pruned_loss=0.08827, over 12481.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.0413, over 31.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3272, pruned_loss=0.09258, over 2473403.53 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06674, over 20157.77 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3117, pruned_loss=0.07702, over 2465294.26 frames. utt_duration=1281 frames, utt_pad_proportion=0.0491, over 7709.38 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3288, pruned_loss=0.09342, over 2474041.50 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06863, over 21482.23 utterances.], batch size: 31, lr: 5.25e-04
2022-08-23 15:41:39,592 INFO [train.py:927] (4/8) Epoch 6, batch 14800, giga_loss[loss=0.2233, simple_loss=0.3039, pruned_loss=0.07131, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03996, over 113.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.328, pruned_loss=0.09117, over 2473587.79 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06797, over 19778.86 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.313, pruned_loss=0.07745, over 2465135.09 frames. utt_duration=1270 frames, utt_pad_proportion=0.05362, over 7774.02 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3283, pruned_loss=0.09171, over 2474410.64 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06814, over 21003.84 utterances.], batch size: 113, lr: 5.24e-04
2022-08-23 15:43:26,820 INFO [train.py:927] (4/8) Epoch 6, batch 14850, giga_loss[loss=0.2203, simple_loss=0.2967, pruned_loss=0.07193, over 12335.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.0348, over 62.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3252, pruned_loss=0.08924, over 2473617.19 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06588, over 19102.91 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3133, pruned_loss=0.0777, over 2465299.69 frames. utt_duration=1275 frames, utt_pad_proportion=0.05221, over 7745.52 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3258, pruned_loss=0.08998, over 2474508.72 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06679, over 20621.43 utterances.], batch size: 62, lr: 5.24e-04
2022-08-23 15:45:10,442 INFO [train.py:927] (4/8) Epoch 6, batch 14900, giga_loss[loss=0.2464, simple_loss=0.3315, pruned_loss=0.08068, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04987, over 34.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3248, pruned_loss=0.08945, over 2474364.49 frames. utt_duration=502.3 frames, utt_pad_proportion=0.0695, over 19760.91 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3132, pruned_loss=0.07766, over 2465554.67 frames. utt_duration=1273 frames, utt_pad_proportion=0.05186, over 7754.36 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3255, pruned_loss=0.09028, over 2475003.51 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07022, over 21169.98 utterances.], batch size: 34, lr: 5.24e-04
2022-08-23 15:46:58,358 INFO [train.py:927] (4/8) Epoch 6, batch 14950, giga_loss[loss=0.2327, simple_loss=0.3239, pruned_loss=0.07071, over 12468.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02953, over 55.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.327, pruned_loss=0.08919, over 2474452.41 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06659, over 19659.99 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3127, pruned_loss=0.07757, over 2465654.51 frames. utt_duration=1279 frames, utt_pad_proportion=0.05073, over 7719.19 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3284, pruned_loss=0.09027, over 2475093.94 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06787, over 21161.36 utterances.], batch size: 55, lr: 5.24e-04
2022-08-23 15:48:42,236 INFO [train.py:927] (4/8) Epoch 6, batch 15000, libri_loss[loss=0.2574, simple_loss=0.3229, pruned_loss=0.09593, over 12454.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005802, over 35.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3291, pruned_loss=0.09037, over 2474498.61 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06694, over 19546.88 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3129, pruned_loss=0.07782, over 2465900.18 frames. utt_duration=1280 frames, utt_pad_proportion=0.05014, over 7714.42 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3303, pruned_loss=0.09117, over 2474889.18 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06826, over 20913.28 utterances.], batch size: 35, lr: 5.24e-04
2022-08-23 15:48:42,238 INFO [train.py:958] (4/8) Computing validation loss
2022-08-23 15:48:56,175 INFO [train.py:967] (4/8) Epoch 6, validation: loss=0.1852, simple_loss=0.2951, pruned_loss=0.03762, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 15:50:39,644 INFO [train.py:927] (4/8) Epoch 6, batch 15050, giga_loss[loss=0.3294, simple_loss=0.3801, pruned_loss=0.1394, over 12394.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06355, over 183.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3294, pruned_loss=0.09134, over 2474037.61 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06834, over 19618.22 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3125, pruned_loss=0.07787, over 2466031.23 frames. utt_duration=1286 frames, utt_pad_proportion=0.04903, over 7679.48 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.331, pruned_loss=0.09225, over 2474450.65 frames. utt_duration=471.5 frames, utt_pad_proportion=0.06977, over 21055.75 utterances.], batch size: 183, lr: 5.24e-04
2022-08-23 15:52:23,485 INFO [train.py:927] (4/8) Epoch 6, batch 15100, giga_loss[loss=0.2776, simple_loss=0.3483, pruned_loss=0.1035, over 12377.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03327, over 122.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3294, pruned_loss=0.09217, over 2474576.63 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07463, over 20906.14 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3125, pruned_loss=0.07793, over 2465816.65 frames. utt_duration=1288 frames, utt_pad_proportion=0.04828, over 7665.93 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.331, pruned_loss=0.09309, over 2475259.45 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07564, over 22278.43 utterances.], batch size: 122, lr: 5.24e-04
2022-08-23 15:54:04,423 INFO [train.py:927] (4/8) Epoch 6, batch 15150, giga_loss[loss=0.2669, simple_loss=0.3333, pruned_loss=0.1003, over 12373.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02748, over 91.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.328, pruned_loss=0.09233, over 2474569.02 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07351, over 20618.24 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3123, pruned_loss=0.07788, over 2465663.33 frames. utt_duration=1290 frames, utt_pad_proportion=0.04778, over 7652.99 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3297, pruned_loss=0.09327, over 2475347.68 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07462, over 21876.22 utterances.], batch size: 91, lr: 5.24e-04
2022-08-23 15:55:49,088 INFO [train.py:927] (4/8) Epoch 6, batch 15200, giga_loss[loss=0.2716, simple_loss=0.3381, pruned_loss=0.1025, over 12384.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03273, over 122.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3282, pruned_loss=0.09262, over 2474843.59 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07247, over 20491.22 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3127, pruned_loss=0.07816, over 2465811.74 frames. utt_duration=1292 frames, utt_pad_proportion=0.04702, over 7642.01 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3294, pruned_loss=0.09339, over 2475481.18 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07383, over 21726.05 utterances.], batch size: 122, lr: 5.24e-04
2022-08-23 15:57:30,153 INFO [train.py:927] (4/8) Epoch 6, batch 15250, giga_loss[loss=0.1828, simple_loss=0.2591, pruned_loss=0.05326, over 12453.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04164, over 31.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3263, pruned_loss=0.092, over 2474795.31 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07078, over 19928.21 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3131, pruned_loss=0.07855, over 2465944.26 frames. utt_duration=1292 frames, utt_pad_proportion=0.04553, over 7642.04 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3276, pruned_loss=0.09292, over 2475604.35 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07292, over 21525.64 utterances.], batch size: 31, lr: 5.24e-04
2022-08-23 15:59:11,212 INFO [train.py:927] (4/8) Epoch 6, batch 15300, giga_loss[loss=0.2942, simple_loss=0.3579, pruned_loss=0.1153, over 12399.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03956, over 133.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3282, pruned_loss=0.09268, over 2474765.46 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07205, over 20478.94 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3134, pruned_loss=0.07908, over 2466196.85 frames. utt_duration=1294 frames, utt_pad_proportion=0.04472, over 7630.05 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3294, pruned_loss=0.09327, over 2475379.37 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07406, over 22034.00 utterances.], batch size: 133, lr: 5.24e-04
2022-08-23 16:00:56,018 INFO [train.py:927] (4/8) Epoch 6, batch 15350, giga_loss[loss=0.2337, simple_loss=0.3251, pruned_loss=0.07117, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0284, over 45.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3294, pruned_loss=0.09397, over 2474869.84 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07076, over 20750.31 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3135, pruned_loss=0.07923, over 2466080.19 frames. utt_duration=1291 frames, utt_pad_proportion=0.04516, over 7646.69 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3303, pruned_loss=0.09451, over 2475573.47 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07241, over 22145.05 utterances.], batch size: 45, lr: 5.23e-04
2022-08-23 16:02:37,804 INFO [train.py:927] (4/8) Epoch 6, batch 15400, giga_loss[loss=0.2708, simple_loss=0.3468, pruned_loss=0.09734, over 12395.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3317, pruned_loss=0.09404, over 2474642.69 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07498, over 20834.90 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3136, pruned_loss=0.07932, over 2466018.43 frames. utt_duration=1294 frames, utt_pad_proportion=0.04466, over 7629.07 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3327, pruned_loss=0.09457, over 2475363.70 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07631, over 22120.29 utterances.], batch size: 133, lr: 5.23e-04
2022-08-23 16:04:21,505 INFO [train.py:927] (4/8) Epoch 6, batch 15450, giga_loss[loss=0.256, simple_loss=0.3364, pruned_loss=0.08777, over 12364.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03169, over 58.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.334, pruned_loss=0.09512, over 2474529.36 frames. utt_duration=483.7 frames, utt_pad_proportion=0.0741, over 20524.64 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3138, pruned_loss=0.07947, over 2465966.33 frames. utt_duration=1297 frames, utt_pad_proportion=0.04402, over 7616.64 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3349, pruned_loss=0.09565, over 2475270.93 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07561, over 21791.56 utterances.], batch size: 58, lr: 5.23e-04
2022-08-23 16:06:01,359 INFO [train.py:927] (4/8) Epoch 6, batch 15500, giga_loss[loss=0.2903, simple_loss=0.3536, pruned_loss=0.1135, over 12439.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04365, over 114.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3347, pruned_loss=0.09637, over 2473719.65 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07204, over 19879.73 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.314, pruned_loss=0.07993, over 2465812.63 frames. utt_duration=1273 frames, utt_pad_proportion=0.05201, over 7755.34 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3364, pruned_loss=0.09724, over 2474919.08 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07148, over 21467.91 utterances.], batch size: 114, lr: 5.23e-04
2022-08-23 16:07:44,144 INFO [train.py:927] (4/8) Epoch 6, batch 15550, giga_loss[loss=0.2304, simple_loss=0.3205, pruned_loss=0.0701, over 12363.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02891, over 66.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3348, pruned_loss=0.09606, over 2473699.88 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07097, over 20067.42 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3142, pruned_loss=0.08015, over 2466075.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.05148, over 7773.71 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3366, pruned_loss=0.09709, over 2474685.23 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07107, over 21728.41 utterances.], batch size: 66, lr: 5.23e-04
2022-08-23 16:09:27,151 INFO [train.py:927] (4/8) Epoch 6, batch 15600, giga_loss[loss=0.2538, simple_loss=0.3411, pruned_loss=0.08328, over 12434.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04131, over 146.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3343, pruned_loss=0.09352, over 2473595.11 frames. utt_duration=499.7 frames, utt_pad_proportion=0.0684, over 19858.65 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3144, pruned_loss=0.08027, over 2465995.83 frames. utt_duration=1274 frames, utt_pad_proportion=0.05024, over 7751.88 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3361, pruned_loss=0.09469, over 2474698.21 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06929, over 21597.24 utterances.], batch size: 146, lr: 5.23e-04
2022-08-23 16:11:08,889 INFO [train.py:927] (4/8) Epoch 6, batch 15650, giga_loss[loss=0.2708, simple_loss=0.3399, pruned_loss=0.1008, over 12385.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3349, pruned_loss=0.09372, over 2474121.98 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06847, over 19806.52 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3145, pruned_loss=0.08015, over 2466131.84 frames. utt_duration=1277 frames, utt_pad_proportion=0.04958, over 7733.07 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3366, pruned_loss=0.09498, over 2475002.40 frames. utt_duration=463.8 frames, utt_pad_proportion=0.06953, over 21414.04 utterances.], batch size: 133, lr: 5.23e-04
2022-08-23 16:12:52,061 INFO [train.py:927] (4/8) Epoch 6, batch 15700, giga_loss[loss=0.2514, simple_loss=0.3289, pruned_loss=0.08699, over 12261.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03666, over 28.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3334, pruned_loss=0.09361, over 2474526.80 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06651, over 19872.40 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3147, pruned_loss=0.08028, over 2466517.78 frames. utt_duration=1277 frames, utt_pad_proportion=0.04871, over 7737.70 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.335, pruned_loss=0.0948, over 2475060.18 frames. utt_duration=463.5 frames, utt_pad_proportion=0.06792, over 21430.17 utterances.], batch size: 28, lr: 5.23e-04
2022-08-23 16:14:34,130 INFO [train.py:927] (4/8) Epoch 6, batch 15750, giga_loss[loss=0.2322, simple_loss=0.3135, pruned_loss=0.0754, over 12364.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02606, over 70.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3294, pruned_loss=0.09149, over 2475023.81 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06119, over 18862.07 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.314, pruned_loss=0.08017, over 2466531.45 frames. utt_duration=1284 frames, utt_pad_proportion=0.04754, over 7695.63 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.332, pruned_loss=0.09294, over 2475701.19 frames. utt_duration=483.7 frames, utt_pad_proportion=0.0633, over 20534.25 utterances.], batch size: 70, lr: 5.23e-04
2022-08-23 16:16:15,861 INFO [train.py:927] (4/8) Epoch 6, batch 15800, giga_loss[loss=0.244, simple_loss=0.3175, pruned_loss=0.08526, over 12326.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02575, over 45.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.328, pruned_loss=0.09129, over 2474732.12 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06059, over 18927.40 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3141, pruned_loss=0.08028, over 2466570.61 frames. utt_duration=1283 frames, utt_pad_proportion=0.0472, over 7698.65 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.33, pruned_loss=0.09244, over 2475307.77 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06246, over 20335.34 utterances.], batch size: 45, lr: 5.23e-04
2022-08-23 16:17:57,110 INFO [train.py:927] (4/8) Epoch 6, batch 15850, giga_loss[loss=0.2139, simple_loss=0.2995, pruned_loss=0.06418, over 12351.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02996, over 70.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3257, pruned_loss=0.08905, over 2474996.42 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06532, over 19969.76 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3143, pruned_loss=0.08037, over 2466614.76 frames. utt_duration=1283 frames, utt_pad_proportion=0.04702, over 7698.16 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3272, pruned_loss=0.0899, over 2475444.10 frames. utt_duration=470.2 frames, utt_pad_proportion=0.06657, over 21126.53 utterances.], batch size: 70, lr: 5.23e-04
2022-08-23 16:19:45,045 INFO [train.py:927] (4/8) Epoch 6, batch 15900, giga_loss[loss=0.2322, simple_loss=0.305, pruned_loss=0.07971, over 12450.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04621, over 34.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.324, pruned_loss=0.08804, over 2474791.29 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06809, over 20663.98 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3145, pruned_loss=0.08041, over 2466639.12 frames. utt_duration=1285 frames, utt_pad_proportion=0.04668, over 7685.22 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3251, pruned_loss=0.08874, over 2475191.38 frames. utt_duration=457.7 frames, utt_pad_proportion=0.06909, over 21703.57 utterances.], batch size: 34, lr: 5.22e-04
2022-08-23 16:21:30,804 INFO [train.py:927] (4/8) Epoch 6, batch 15950, giga_loss[loss=0.286, simple_loss=0.3303, pruned_loss=0.1209, over 12361.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2061, over 370.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3221, pruned_loss=0.08807, over 2474404.95 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07709, over 21564.26 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3148, pruned_loss=0.08056, over 2466823.83 frames. utt_duration=1274 frames, utt_pad_proportion=0.05141, over 7756.15 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3228, pruned_loss=0.08861, over 2474654.42 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07636, over 22500.19 utterances.], batch size: 370, lr: 5.22e-04
2022-08-23 16:23:13,354 INFO [train.py:927] (4/8) Epoch 6, batch 16000, giga_loss[loss=0.2368, simple_loss=0.3259, pruned_loss=0.07384, over 12367.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02855, over 70.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3239, pruned_loss=0.08892, over 2473915.48 frames. utt_duration=451.8 frames, utt_pad_proportion=0.08333, over 21974.04 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3152, pruned_loss=0.08097, over 2466703.63 frames. utt_duration=1251 frames, utt_pad_proportion=0.06014, over 7898.30 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3243, pruned_loss=0.08913, over 2474356.78 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08013, over 22898.24 utterances.], batch size: 70, lr: 5.22e-04
2022-08-23 16:24:56,205 INFO [train.py:927] (4/8) Epoch 6, batch 16050, giga_loss[loss=0.2219, simple_loss=0.298, pruned_loss=0.07294, over 12186.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04184, over 28.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3247, pruned_loss=0.08984, over 2474632.89 frames. utt_duration=459.6 frames, utt_pad_proportion=0.08019, over 21605.00 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3154, pruned_loss=0.08125, over 2467132.75 frames. utt_duration=1238 frames, utt_pad_proportion=0.06315, over 7982.50 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3251, pruned_loss=0.09, over 2474805.85 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07709, over 22649.52 utterances.], batch size: 28, lr: 5.22e-04
2022-08-23 16:26:39,858 INFO [train.py:927] (4/8) Epoch 6, batch 16100, giga_loss[loss=0.3455, simple_loss=0.3784, pruned_loss=0.1563, over 12384.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1081, over 259.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.327, pruned_loss=0.09213, over 2474932.17 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07979, over 21713.18 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3156, pruned_loss=0.08136, over 2467524.65 frames. utt_duration=1239 frames, utt_pad_proportion=0.06207, over 7975.87 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3274, pruned_loss=0.09237, over 2474885.46 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07783, over 22862.04 utterances.], batch size: 259, lr: 5.22e-04
2022-08-23 16:28:23,450 INFO [train.py:927] (4/8) Epoch 6, batch 16150, giga_loss[loss=0.2891, simple_loss=0.3513, pruned_loss=0.1135, over 12367.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02834, over 91.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3279, pruned_loss=0.09204, over 2474625.59 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07279, over 20332.38 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3162, pruned_loss=0.08206, over 2467567.98 frames. utt_duration=1240 frames, utt_pad_proportion=0.06078, over 7972.51 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3281, pruned_loss=0.09196, over 2474797.77 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07208, over 21671.13 utterances.], batch size: 91, lr: 5.22e-04
2022-08-23 16:30:13,974 INFO [train.py:927] (4/8) Epoch 6, batch 16200, giga_loss[loss=0.3092, simple_loss=0.378, pruned_loss=0.1202, over 12414.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 258.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3287, pruned_loss=0.09269, over 2474735.53 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07568, over 20661.80 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3158, pruned_loss=0.08173, over 2467618.83 frames. utt_duration=1245 frames, utt_pad_proportion=0.05996, over 7937.32 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3294, pruned_loss=0.0931, over 2474957.37 frames. utt_duration=452 frames, utt_pad_proportion=0.07531, over 21973.03 utterances.], batch size: 258, lr: 5.22e-04
2022-08-23 16:31:57,572 INFO [train.py:927] (4/8) Epoch 6, batch 16250, giga_loss[loss=0.2515, simple_loss=0.3183, pruned_loss=0.09238, over 12373.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03075, over 97.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3287, pruned_loss=0.09205, over 2475021.21 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07412, over 20888.87 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3156, pruned_loss=0.08181, over 2467311.20 frames. utt_duration=1250 frames, utt_pad_proportion=0.05878, over 7906.05 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3298, pruned_loss=0.09264, over 2475710.99 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07441, over 22381.80 utterances.], batch size: 97, lr: 5.22e-04
2022-08-23 16:33:43,616 INFO [train.py:927] (4/8) Epoch 6, batch 16300, giga_loss[loss=0.219, simple_loss=0.3018, pruned_loss=0.06807, over 12406.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02569, over 70.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3282, pruned_loss=0.09215, over 2475250.31 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07403, over 21112.09 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3155, pruned_loss=0.08174, over 2467556.69 frames. utt_duration=1249 frames, utt_pad_proportion=0.05815, over 7910.61 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3295, pruned_loss=0.09299, over 2475823.80 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07458, over 22726.79 utterances.], batch size: 70, lr: 5.22e-04
2022-08-23 16:35:26,881 INFO [train.py:927] (4/8) Epoch 6, batch 16350, giga_loss[loss=0.2657, simple_loss=0.3307, pruned_loss=0.1004, over 12372.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03836, over 113.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3271, pruned_loss=0.09244, over 2475063.42 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07224, over 21738.49 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3153, pruned_loss=0.08166, over 2467278.03 frames. utt_duration=1253 frames, utt_pad_proportion=0.05756, over 7885.10 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3285, pruned_loss=0.09331, over 2475874.95 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07302, over 23229.10 utterances.], batch size: 113, lr: 5.22e-04
2022-08-23 16:37:08,131 INFO [train.py:927] (4/8) Epoch 6, batch 16400, giga_loss[loss=0.2478, simple_loss=0.3253, pruned_loss=0.08509, over 12438.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04125, over 146.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3279, pruned_loss=0.09302, over 2473679.76 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07832, over 21807.31 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3165, pruned_loss=0.08185, over 2467311.11 frames. utt_duration=1259 frames, utt_pad_proportion=0.05629, over 7849.95 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3283, pruned_loss=0.09386, over 2474488.43 frames. utt_duration=423.9 frames, utt_pad_proportion=0.07919, over 23431.35 utterances.], batch size: 146, lr: 5.22e-04
2022-08-23 16:38:51,369 INFO [train.py:927] (4/8) Epoch 6, batch 16450, giga_loss[loss=0.3557, simple_loss=0.3891, pruned_loss=0.1611, over 12404.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 259.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3283, pruned_loss=0.09345, over 2473189.04 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0755, over 21291.30 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3161, pruned_loss=0.08162, over 2467234.56 frames. utt_duration=1264 frames, utt_pad_proportion=0.05528, over 7817.95 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3292, pruned_loss=0.09457, over 2474030.78 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07683, over 22913.77 utterances.], batch size: 259, lr: 5.21e-04
2022-08-23 16:40:35,490 INFO [train.py:927] (4/8) Epoch 6, batch 16500, giga_loss[loss=0.2492, simple_loss=0.3185, pruned_loss=0.08995, over 12266.00 frames. utt_duration=910 frames, utt_pad_proportion=0.02776, over 54.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3289, pruned_loss=0.0942, over 2473082.71 frames. utt_duration=464 frames, utt_pad_proportion=0.0776, over 21386.29 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3162, pruned_loss=0.08169, over 2467150.88 frames. utt_duration=1263 frames, utt_pad_proportion=0.05493, over 7819.78 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3297, pruned_loss=0.09517, over 2473882.99 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07871, over 22829.49 utterances.], batch size: 54, lr: 5.21e-04
2022-08-23 16:42:24,534 INFO [train.py:927] (4/8) Epoch 6, batch 16550, libri_loss[loss=0.2171, simple_loss=0.286, pruned_loss=0.07408, over 12127.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006426, over 32.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3285, pruned_loss=0.09402, over 2473554.47 frames. utt_duration=463.7 frames, utt_pad_proportion=0.0779, over 21405.90 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3159, pruned_loss=0.08167, over 2466926.03 frames. utt_duration=1269 frames, utt_pad_proportion=0.05349, over 7782.60 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3299, pruned_loss=0.09524, over 2474628.34 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07942, over 23039.78 utterances.], batch size: 32, lr: 5.21e-04
2022-08-23 16:44:09,442 INFO [train.py:927] (4/8) Epoch 6, batch 16600, giga_loss[loss=0.2275, simple_loss=0.3123, pruned_loss=0.07134, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03171, over 75.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3283, pruned_loss=0.09334, over 2473828.93 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07338, over 20846.09 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3155, pruned_loss=0.0815, over 2466630.46 frames. utt_duration=1272 frames, utt_pad_proportion=0.05315, over 7763.82 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3299, pruned_loss=0.09455, over 2474997.01 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07505, over 22266.19 utterances.], batch size: 75, lr: 5.21e-04
2022-08-23 16:45:52,823 INFO [train.py:927] (4/8) Epoch 6, batch 16650, giga_loss[loss=0.23, simple_loss=0.3056, pruned_loss=0.07724, over 12468.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04167, over 31.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3299, pruned_loss=0.09417, over 2473818.80 frames. utt_duration=492 frames, utt_pad_proportion=0.0682, over 20171.16 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3156, pruned_loss=0.08155, over 2466932.79 frames. utt_duration=1272 frames, utt_pad_proportion=0.05241, over 7768.79 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3312, pruned_loss=0.09535, over 2474662.03 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07026, over 21580.29 utterances.], batch size: 31, lr: 5.21e-04
2022-08-23 16:47:35,920 INFO [train.py:927] (4/8) Epoch 6, batch 16700, giga_loss[loss=0.2784, simple_loss=0.3404, pruned_loss=0.1082, over 12413.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07231, over 212.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.33, pruned_loss=0.09452, over 2474409.43 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07351, over 20521.18 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3162, pruned_loss=0.08204, over 2467361.28 frames. utt_duration=1261 frames, utt_pad_proportion=0.05594, over 7835.83 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3311, pruned_loss=0.09554, over 2474998.00 frames. utt_duration=448.8 frames, utt_pad_proportion=0.0739, over 22130.20 utterances.], batch size: 212, lr: 5.21e-04
2022-08-23 16:49:19,308 INFO [train.py:927] (4/8) Epoch 6, batch 16750, giga_loss[loss=0.2426, simple_loss=0.3148, pruned_loss=0.08517, over 12423.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0472, over 34.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3302, pruned_loss=0.09372, over 2475514.02 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07299, over 20827.47 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3159, pruned_loss=0.08203, over 2467772.50 frames. utt_duration=1258 frames, utt_pad_proportion=0.05604, over 7858.29 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3318, pruned_loss=0.0949, over 2475819.11 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07345, over 22467.53 utterances.], batch size: 34, lr: 5.21e-04
2022-08-23 16:51:02,323 INFO [train.py:927] (4/8) Epoch 6, batch 16800, libri_loss[loss=0.2087, simple_loss=0.2838, pruned_loss=0.06685, over 12450.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006477, over 32.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3283, pruned_loss=0.0922, over 2475970.44 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07181, over 20505.31 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3156, pruned_loss=0.08179, over 2468228.40 frames. utt_duration=1260 frames, utt_pad_proportion=0.05523, over 7844.17 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3301, pruned_loss=0.09356, over 2475937.44 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07265, over 22059.64 utterances.], batch size: 32, lr: 5.21e-04
2022-08-23 16:52:45,909 INFO [train.py:927] (4/8) Epoch 6, batch 16850, giga_loss[loss=0.2478, simple_loss=0.3249, pruned_loss=0.08542, over 12375.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03543, over 122.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3295, pruned_loss=0.09336, over 2475030.84 frames. utt_duration=474 frames, utt_pad_proportion=0.07225, over 20950.38 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3153, pruned_loss=0.08175, over 2467881.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.05403, over 7805.26 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3316, pruned_loss=0.09478, over 2475507.15 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07337, over 22569.81 utterances.], batch size: 122, lr: 5.21e-04
2022-08-23 16:54:32,750 INFO [train.py:927] (4/8) Epoch 6, batch 16900, libri_loss[loss=0.2969, simple_loss=0.3505, pruned_loss=0.1217, over 12440.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01045, over 39.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3303, pruned_loss=0.09447, over 2475499.80 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07315, over 21162.33 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3159, pruned_loss=0.08227, over 2467915.94 frames. utt_duration=1261 frames, utt_pad_proportion=0.05411, over 7838.54 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3318, pruned_loss=0.0954, over 2475995.02 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07413, over 22720.93 utterances.], batch size: 39, lr: 5.21e-04
2022-08-23 16:56:18,818 INFO [train.py:927] (4/8) Epoch 6, batch 16950, giga_loss[loss=0.2758, simple_loss=0.3405, pruned_loss=0.1055, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3315, pruned_loss=0.09593, over 2475409.28 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07762, over 22004.78 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3158, pruned_loss=0.08225, over 2468161.38 frames. utt_duration=1264 frames, utt_pad_proportion=0.05329, over 7820.92 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.333, pruned_loss=0.09692, over 2475707.30 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07847, over 23503.47 utterances.], batch size: 183, lr: 5.21e-04
2022-08-23 16:58:00,173 INFO [train.py:927] (4/8) Epoch 6, batch 17000, giga_loss[loss=0.239, simple_loss=0.3194, pruned_loss=0.0793, over 12392.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0407, over 133.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3324, pruned_loss=0.09662, over 2474984.97 frames. utt_duration=442.6 frames, utt_pad_proportion=0.08109, over 22440.74 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3159, pruned_loss=0.08224, over 2468054.88 frames. utt_duration=1262 frames, utt_pad_proportion=0.05314, over 7834.87 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.334, pruned_loss=0.09786, over 2475531.98 frames. utt_duration=412.6 frames, utt_pad_proportion=0.0819, over 24086.43 utterances.], batch size: 133, lr: 5.21e-04
2022-08-23 16:59:41,783 INFO [train.py:927] (4/8) Epoch 6, batch 17050, giga_loss[loss=0.2779, simple_loss=0.3539, pruned_loss=0.101, over 12458.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03145, over 86.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3315, pruned_loss=0.09534, over 2475562.87 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07962, over 22384.93 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3158, pruned_loss=0.08233, over 2468083.01 frames. utt_duration=1255 frames, utt_pad_proportion=0.05589, over 7876.14 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3334, pruned_loss=0.09664, over 2476174.50 frames. utt_duration=413 frames, utt_pad_proportion=0.0799, over 24068.27 utterances.], batch size: 86, lr: 5.20e-04
2022-08-23 17:01:28,449 INFO [train.py:927] (4/8) Epoch 6, batch 17100, giga_loss[loss=0.3073, simple_loss=0.3582, pruned_loss=0.1282, over 12384.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07471, over 213.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3295, pruned_loss=0.0936, over 2475235.92 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07669, over 21413.41 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3158, pruned_loss=0.08229, over 2467787.92 frames. utt_duration=1257 frames, utt_pad_proportion=0.05501, over 7860.76 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3312, pruned_loss=0.09488, over 2476117.86 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07752, over 23019.82 utterances.], batch size: 213, lr: 5.20e-04
2022-08-23 17:03:12,062 INFO [train.py:927] (4/8) Epoch 6, batch 17150, giga_loss[loss=0.2758, simple_loss=0.3335, pruned_loss=0.109, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.0294, over 42.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3278, pruned_loss=0.09287, over 2475561.65 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07704, over 21394.63 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3162, pruned_loss=0.08232, over 2467948.21 frames. utt_duration=1255 frames, utt_pad_proportion=0.05475, over 7875.72 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.329, pruned_loss=0.09401, over 2476214.82 frames. utt_duration=435.1 frames, utt_pad_proportion=0.0779, over 22842.09 utterances.], batch size: 42, lr: 5.20e-04
2022-08-23 17:04:57,262 INFO [train.py:927] (4/8) Epoch 6, batch 17200, giga_loss[loss=0.2294, simple_loss=0.304, pruned_loss=0.07742, over 12425.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.03776, over 86.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3258, pruned_loss=0.09268, over 2475027.64 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07758, over 21181.04 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3167, pruned_loss=0.08263, over 2467679.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.05349, over 7853.76 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3266, pruned_loss=0.09359, over 2475990.03 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07889, over 22744.36 utterances.], batch size: 86, lr: 5.20e-04
2022-08-23 17:06:42,331 INFO [train.py:927] (4/8) Epoch 6, batch 17250, giga_loss[loss=0.2369, simple_loss=0.3243, pruned_loss=0.07469, over 12398.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05349, over 162.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3243, pruned_loss=0.09124, over 2475611.03 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07747, over 21279.35 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3168, pruned_loss=0.08283, over 2468027.32 frames. utt_duration=1256 frames, utt_pad_proportion=0.05316, over 7869.72 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.325, pruned_loss=0.09195, over 2476189.35 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07881, over 22757.07 utterances.], batch size: 162, lr: 5.20e-04
2022-08-23 17:08:27,603 INFO [train.py:927] (4/8) Epoch 6, batch 17300, giga_loss[loss=0.2361, simple_loss=0.3234, pruned_loss=0.07439, over 12432.00 frames. utt_duration=479.5 frames, utt_pad_proportion=0.02933, over 104.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3224, pruned_loss=0.0878, over 2475827.19 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07548, over 21405.20 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3164, pruned_loss=0.08272, over 2467835.21 frames. utt_duration=1258 frames, utt_pad_proportion=0.05226, over 7854.09 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3234, pruned_loss=0.08861, over 2476636.44 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07709, over 22895.51 utterances.], batch size: 104, lr: 5.20e-04
2022-08-23 17:10:13,113 INFO [train.py:927] (4/8) Epoch 6, batch 17350, giga_loss[loss=0.222, simple_loss=0.3087, pruned_loss=0.06767, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03651, over 105.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3194, pruned_loss=0.08474, over 2475599.41 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07661, over 22363.62 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3158, pruned_loss=0.08251, over 2467530.66 frames. utt_duration=1264 frames, utt_pad_proportion=0.05061, over 7818.25 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.321, pruned_loss=0.08574, over 2476868.48 frames. utt_duration=411 frames, utt_pad_proportion=0.07858, over 24192.62 utterances.], batch size: 105, lr: 5.20e-04
2022-08-23 17:11:57,116 INFO [train.py:927] (4/8) Epoch 6, batch 17400, giga_loss[loss=0.2328, simple_loss=0.3276, pruned_loss=0.06903, over 12448.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04309, over 114.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3178, pruned_loss=0.08105, over 2475744.76 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07514, over 22561.71 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.316, pruned_loss=0.08257, over 2467635.90 frames. utt_duration=1265 frames, utt_pad_proportion=0.04964, over 7809.79 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3189, pruned_loss=0.0818, over 2476864.05 frames. utt_duration=408.2 frames, utt_pad_proportion=0.07727, over 24359.12 utterances.], batch size: 114, lr: 5.20e-04
2022-08-23 17:13:42,961 INFO [train.py:927] (4/8) Epoch 6, batch 17450, giga_loss[loss=0.2343, simple_loss=0.3106, pruned_loss=0.079, over 12367.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05032, over 161.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3173, pruned_loss=0.07892, over 2475035.90 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07312, over 22815.14 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.317, pruned_loss=0.08235, over 2467366.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.04916, over 7782.76 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3173, pruned_loss=0.07966, over 2476262.80 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07513, over 24459.03 utterances.], batch size: 161, lr: 5.20e-04
2022-08-23 17:15:24,371 INFO [train.py:927] (4/8) Epoch 6, batch 17500, libri_loss[loss=0.2057, simple_loss=0.2707, pruned_loss=0.07032, over 12395.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008808, over 30.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3143, pruned_loss=0.07696, over 2475018.29 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07249, over 23091.38 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3169, pruned_loss=0.08248, over 2467258.90 frames. utt_duration=1271 frames, utt_pad_proportion=0.04818, over 7775.25 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3143, pruned_loss=0.07726, over 2476426.59 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07467, over 25010.48 utterances.], batch size: 30, lr: 5.20e-04
2022-08-23 17:17:07,475 INFO [train.py:927] (4/8) Epoch 6, batch 17550, giga_loss[loss=0.2214, simple_loss=0.307, pruned_loss=0.06792, over 12414.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04277, over 146.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.313, pruned_loss=0.07585, over 2475004.87 frames. utt_duration=422 frames, utt_pad_proportion=0.07523, over 23542.29 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.317, pruned_loss=0.08255, over 2467361.74 frames. utt_duration=1260 frames, utt_pad_proportion=0.05273, over 7842.67 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3129, pruned_loss=0.07589, over 2476219.39 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07579, over 25371.63 utterances.], batch size: 146, lr: 5.20e-04
2022-08-23 17:18:51,062 INFO [train.py:927] (4/8) Epoch 6, batch 17600, libri_loss[loss=0.272, simple_loss=0.3391, pruned_loss=0.1025, over 12457.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008938, over 39.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3107, pruned_loss=0.0738, over 2475516.33 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07088, over 22935.55 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.317, pruned_loss=0.0827, over 2467371.91 frames. utt_duration=1263 frames, utt_pad_proportion=0.05136, over 7825.56 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3104, pruned_loss=0.07343, over 2476701.86 frames. utt_duration=399 frames, utt_pad_proportion=0.07224, over 24919.10 utterances.], batch size: 39, lr: 5.19e-04
2022-08-23 17:20:34,916 INFO [train.py:927] (4/8) Epoch 6, batch 17650, giga_loss[loss=0.2043, simple_loss=0.284, pruned_loss=0.06231, over 12406.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.0383, over 113.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3066, pruned_loss=0.07157, over 2475321.92 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07324, over 23100.42 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3161, pruned_loss=0.08232, over 2467278.40 frames. utt_duration=1251 frames, utt_pad_proportion=0.05608, over 7896.81 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3069, pruned_loss=0.07119, over 2476702.02 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07308, over 25282.94 utterances.], batch size: 113, lr: 5.19e-04
2022-08-23 17:22:22,120 INFO [train.py:927] (4/8) Epoch 6, batch 17700, giga_loss[loss=0.221, simple_loss=0.3084, pruned_loss=0.06684, over 12391.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05175, over 161.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3043, pruned_loss=0.07036, over 2475576.14 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07334, over 23540.89 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3161, pruned_loss=0.08243, over 2467220.66 frames. utt_duration=1251 frames, utt_pad_proportion=0.05571, over 7897.83 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3043, pruned_loss=0.06985, over 2476797.78 frames. utt_duration=391.4 frames, utt_pad_proportion=0.07338, over 25406.47 utterances.], batch size: 161, lr: 5.19e-04
2022-08-23 17:24:16,502 INFO [train.py:927] (4/8) Epoch 6, batch 17750, giga_loss[loss=0.2327, simple_loss=0.3058, pruned_loss=0.07982, over 12370.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1799, over 358.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3064, pruned_loss=0.07117, over 2475646.22 frames. utt_duration=395.8 frames, utt_pad_proportion=0.0782, over 25111.38 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3169, pruned_loss=0.08285, over 2467380.25 frames. utt_duration=1238 frames, utt_pad_proportion=0.05954, over 7980.00 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3055, pruned_loss=0.07022, over 2476631.65 frames. utt_duration=370.9 frames, utt_pad_proportion=0.07715, over 26809.99 utterances.], batch size: 358, lr: 5.19e-04
2022-08-23 17:26:24,504 INFO [train.py:927] (4/8) Epoch 6, batch 17800, giga_loss[loss=0.1986, simple_loss=0.2828, pruned_loss=0.05726, over 12360.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03245, over 97.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3069, pruned_loss=0.07063, over 2476316.79 frames. utt_duration=396.4 frames, utt_pad_proportion=0.07167, over 25074.49 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3171, pruned_loss=0.08293, over 2467448.33 frames. utt_duration=1238 frames, utt_pad_proportion=0.05907, over 7979.19 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3059, pruned_loss=0.06969, over 2477107.32 frames. utt_duration=374.4 frames, utt_pad_proportion=0.07134, over 26565.56 utterances.], batch size: 97, lr: 5.19e-04
2022-08-23 17:28:28,413 INFO [train.py:927] (4/8) Epoch 6, batch 17850, giga_loss[loss=0.2303, simple_loss=0.3097, pruned_loss=0.0754, over 12407.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1006, over 257.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.305, pruned_loss=0.06865, over 2476360.45 frames. utt_duration=381.5 frames, utt_pad_proportion=0.07507, over 26060.25 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3171, pruned_loss=0.08302, over 2467298.78 frames. utt_duration=1230 frames, utt_pad_proportion=0.06238, over 8036.21 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.304, pruned_loss=0.06766, over 2477225.43 frames. utt_duration=362.8 frames, utt_pad_proportion=0.07388, over 27416.89 utterances.], batch size: 257, lr: 5.19e-04
2022-08-23 17:30:35,087 INFO [train.py:927] (4/8) Epoch 6, batch 17900, libri_loss[loss=0.2765, simple_loss=0.3309, pruned_loss=0.1111, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006607, over 34.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3033, pruned_loss=0.06836, over 2476701.32 frames. utt_duration=394.8 frames, utt_pad_proportion=0.07262, over 25174.40 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3175, pruned_loss=0.08345, over 2467657.25 frames. utt_duration=1223 frames, utt_pad_proportion=0.0653, over 8079.52 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3019, pruned_loss=0.06679, over 2477318.96 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07115, over 26699.14 utterances.], batch size: 34, lr: 5.19e-04
2022-08-23 17:32:26,376 INFO [train.py:927] (4/8) Epoch 6, batch 17950, giga_loss[loss=0.2237, simple_loss=0.313, pruned_loss=0.06721, over 12444.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02864, over 122.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3014, pruned_loss=0.0674, over 2476643.89 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07235, over 25015.60 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.317, pruned_loss=0.08336, over 2467688.22 frames. utt_duration=1228 frames, utt_pad_proportion=0.06409, over 8046.14 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3001, pruned_loss=0.06556, over 2477505.12 frames. utt_duration=368.4 frames, utt_pad_proportion=0.07161, over 26997.82 utterances.], batch size: 122, lr: 5.19e-04
2022-08-23 17:34:33,103 INFO [train.py:927] (4/8) Epoch 6, batch 18000, giga_loss[loss=0.1957, simple_loss=0.2929, pruned_loss=0.04929, over 12385.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.026, over 66.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3034, pruned_loss=0.06768, over 2477205.22 frames. utt_duration=408.6 frames, utt_pad_proportion=0.07056, over 24325.06 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3178, pruned_loss=0.08397, over 2467757.07 frames. utt_duration=1228 frames, utt_pad_proportion=0.06308, over 8050.43 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3011, pruned_loss=0.06512, over 2478150.05 frames. utt_duration=376 frames, utt_pad_proportion=0.0704, over 26453.03 utterances.], batch size: 66, lr: 5.19e-04
2022-08-23 17:34:33,103 INFO [train.py:958] (4/8) Computing validation loss
2022-08-23 17:34:46,676 INFO [train.py:967] (4/8) Epoch 6, validation: loss=0.1845, simple_loss=0.2937, pruned_loss=0.03759, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 17:36:55,994 INFO [train.py:927] (4/8) Epoch 6, batch 18050, giga_loss[loss=0.2451, simple_loss=0.3246, pruned_loss=0.08278, over 12418.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06895, over 212.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3019, pruned_loss=0.0664, over 2477242.34 frames. utt_duration=423 frames, utt_pad_proportion=0.06704, over 23497.65 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.318, pruned_loss=0.08409, over 2467756.03 frames. utt_duration=1232 frames, utt_pad_proportion=0.06175, over 8022.38 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2995, pruned_loss=0.06375, over 2478266.89 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06756, over 25667.90 utterances.], batch size: 212, lr: 5.19e-04
2022-08-23 17:38:56,071 INFO [train.py:927] (4/8) Epoch 6, batch 18100, giga_loss[loss=0.2287, simple_loss=0.3275, pruned_loss=0.06493, over 12409.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.0407, over 105.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3042, pruned_loss=0.06608, over 2477270.92 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06451, over 23310.12 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3182, pruned_loss=0.08412, over 2467923.76 frames. utt_duration=1236 frames, utt_pad_proportion=0.06055, over 7994.08 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.3017, pruned_loss=0.06344, over 2478202.56 frames. utt_duration=390 frames, utt_pad_proportion=0.06552, over 25496.24 utterances.], batch size: 105, lr: 5.19e-04
2022-08-23 17:41:00,094 INFO [train.py:927] (4/8) Epoch 6, batch 18150, giga_loss[loss=0.2075, simple_loss=0.3057, pruned_loss=0.05463, over 12426.00 frames. utt_duration=372 frames, utt_pad_proportion=0.04617, over 134.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3036, pruned_loss=0.06458, over 2477362.91 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06605, over 24140.76 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3177, pruned_loss=0.08401, over 2467582.29 frames. utt_duration=1243 frames, utt_pad_proportion=0.05926, over 7952.76 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.3016, pruned_loss=0.06206, over 2478659.13 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06708, over 26341.56 utterances.], batch size: 134, lr: 5.19e-04
2022-08-23 17:43:09,082 INFO [train.py:927] (4/8) Epoch 6, batch 18200, giga_loss[loss=0.2111, simple_loss=0.2966, pruned_loss=0.06279, over 12417.00 frames. utt_duration=408 frames, utt_pad_proportion=0.0309, over 122.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3043, pruned_loss=0.06533, over 2477977.22 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06681, over 24321.60 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3172, pruned_loss=0.08384, over 2467675.52 frames. utt_duration=1246 frames, utt_pad_proportion=0.05839, over 7931.84 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3029, pruned_loss=0.06313, over 2479091.16 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06786, over 26393.55 utterances.], batch size: 122, lr: 5.18e-04
2022-08-23 17:45:31,590 INFO [train.py:927] (4/8) Epoch 6, batch 18250, giga_loss[loss=0.2396, simple_loss=0.3184, pruned_loss=0.0804, over 12405.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06977, over 211.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3048, pruned_loss=0.06686, over 2477747.43 frames. utt_duration=401.6 frames, utt_pad_proportion=0.07128, over 24754.55 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3172, pruned_loss=0.08379, over 2467831.80 frames. utt_duration=1240 frames, utt_pad_proportion=0.05891, over 7968.37 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3034, pruned_loss=0.06474, over 2478730.30 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07177, over 26761.01 utterances.], batch size: 211, lr: 5.18e-04
2022-08-23 17:47:32,014 INFO [train.py:927] (4/8) Epoch 6, batch 18300, giga_loss[loss=0.2203, simple_loss=0.3127, pruned_loss=0.06391, over 12438.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05653, over 182.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3028, pruned_loss=0.0662, over 2477927.35 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06688, over 23761.89 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3168, pruned_loss=0.08362, over 2467388.57 frames. utt_duration=1240 frames, utt_pad_proportion=0.05789, over 7970.31 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.3015, pruned_loss=0.06395, over 2479513.97 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06802, over 26053.56 utterances.], batch size: 182, lr: 5.18e-04
2022-08-23 17:49:40,377 INFO [train.py:927] (4/8) Epoch 6, batch 18350, giga_loss[loss=0.2122, simple_loss=0.3106, pruned_loss=0.05693, over 12334.00 frames. utt_duration=706 frames, utt_pad_proportion=0.02757, over 70.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3, pruned_loss=0.06498, over 2477740.17 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06781, over 23516.89 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3171, pruned_loss=0.08378, over 2467519.70 frames. utt_duration=1225 frames, utt_pad_proportion=0.0628, over 8069.84 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2984, pruned_loss=0.06265, over 2479116.15 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06746, over 25607.94 utterances.], batch size: 70, lr: 5.18e-04
2022-08-23 17:51:43,804 INFO [train.py:927] (4/8) Epoch 6, batch 18400, giga_loss[loss=0.2027, simple_loss=0.2865, pruned_loss=0.05947, over 12451.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02607, over 122.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3014, pruned_loss=0.06549, over 2477943.35 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06881, over 23898.06 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3168, pruned_loss=0.08347, over 2467382.04 frames. utt_duration=1230 frames, utt_pad_proportion=0.06146, over 8033.06 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.3, pruned_loss=0.06343, over 2479458.74 frames. utt_duration=382 frames, utt_pad_proportion=0.06889, over 26040.89 utterances.], batch size: 122, lr: 5.18e-04
2022-08-23 17:53:37,117 INFO [train.py:927] (4/8) Epoch 6, batch 18450, giga_loss[loss=0.1969, simple_loss=0.2816, pruned_loss=0.05609, over 12351.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03298, over 58.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3003, pruned_loss=0.06585, over 2478234.91 frames. utt_duration=429.1 frames, utt_pad_proportion=0.0674, over 23166.13 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3167, pruned_loss=0.08351, over 2467663.05 frames. utt_duration=1220 frames, utt_pad_proportion=0.06488, over 8098.32 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2987, pruned_loss=0.06358, over 2479518.81 frames. utt_duration=392.7 frames, utt_pad_proportion=0.06671, over 25334.40 utterances.], batch size: 58, lr: 5.18e-04
2022-08-23 17:55:44,709 INFO [train.py:927] (4/8) Epoch 6, batch 18500, giga_loss[loss=0.2103, simple_loss=0.3089, pruned_loss=0.05585, over 12387.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03038, over 51.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3003, pruned_loss=0.06523, over 2477944.28 frames. utt_duration=437.7 frames, utt_pad_proportion=0.06598, over 22705.54 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3162, pruned_loss=0.08323, over 2467260.71 frames. utt_duration=1221 frames, utt_pad_proportion=0.06445, over 8093.25 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2991, pruned_loss=0.06325, over 2479580.97 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06567, over 24776.57 utterances.], batch size: 51, lr: 5.18e-04
2022-08-23 17:58:12,498 INFO [train.py:927] (4/8) Epoch 6, batch 18550, giga_loss[loss=0.1836, simple_loss=0.278, pruned_loss=0.04465, over 12360.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02544, over 66.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3009, pruned_loss=0.06558, over 2478367.14 frames. utt_duration=435.9 frames, utt_pad_proportion=0.06845, over 22805.71 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3157, pruned_loss=0.0831, over 2467779.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.0676, over 8140.15 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2996, pruned_loss=0.0632, over 2479779.50 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06719, over 25208.78 utterances.], batch size: 66, lr: 5.18e-04
2022-08-23 18:00:16,237 INFO [train.py:927] (4/8) Epoch 6, batch 18600, giga_loss[loss=0.1598, simple_loss=0.2507, pruned_loss=0.03441, over 12340.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03125, over 51.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2958, pruned_loss=0.06395, over 2478185.41 frames. utt_duration=445.1 frames, utt_pad_proportion=0.06623, over 22327.57 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3152, pruned_loss=0.08307, over 2467586.95 frames. utt_duration=1221 frames, utt_pad_proportion=0.06616, over 8096.64 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2948, pruned_loss=0.06157, over 2479754.39 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06583, over 24673.98 utterances.], batch size: 51, lr: 5.18e-04
2022-08-23 18:02:11,520 INFO [train.py:927] (4/8) Epoch 6, batch 18650, giga_loss[loss=0.2169, simple_loss=0.2945, pruned_loss=0.06965, over 12389.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03473, over 122.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2942, pruned_loss=0.0633, over 2478180.04 frames. utt_duration=434.8 frames, utt_pad_proportion=0.06867, over 22858.30 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3155, pruned_loss=0.08321, over 2467901.03 frames. utt_duration=1218 frames, utt_pad_proportion=0.06606, over 8115.22 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2928, pruned_loss=0.06101, over 2479281.06 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06823, over 24899.56 utterances.], batch size: 122, lr: 5.18e-04
2022-08-23 18:04:10,585 INFO [train.py:927] (4/8) Epoch 6, batch 18700, giga_loss[loss=0.2082, simple_loss=0.2903, pruned_loss=0.06305, over 12416.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06906, over 211.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2947, pruned_loss=0.06346, over 2478146.94 frames. utt_duration=435.3 frames, utt_pad_proportion=0.06678, over 22836.89 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3152, pruned_loss=0.08297, over 2468230.08 frames. utt_duration=1223 frames, utt_pad_proportion=0.06425, over 8083.14 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2932, pruned_loss=0.06115, over 2479106.73 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06709, over 25025.83 utterances.], batch size: 211, lr: 5.18e-04
2022-08-23 18:06:19,998 INFO [train.py:927] (4/8) Epoch 6, batch 18750, giga_loss[loss=0.1993, simple_loss=0.2816, pruned_loss=0.05853, over 12406.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09767, over 256.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2943, pruned_loss=0.06343, over 2478357.62 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07078, over 23759.53 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3152, pruned_loss=0.083, over 2468392.94 frames. utt_duration=1219 frames, utt_pad_proportion=0.06436, over 8112.41 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2927, pruned_loss=0.06119, over 2479160.56 frames. utt_duration=386.1 frames, utt_pad_proportion=0.07071, over 25762.92 utterances.], batch size: 256, lr: 5.17e-04
2022-08-23 18:08:31,691 INFO [train.py:927] (4/8) Epoch 6, batch 18800, giga_loss[loss=0.2389, simple_loss=0.3119, pruned_loss=0.08299, over 12398.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2942, pruned_loss=0.06395, over 2477661.53 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07191, over 24655.37 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.315, pruned_loss=0.08304, over 2468296.50 frames. utt_duration=1209 frames, utt_pad_proportion=0.06804, over 8174.32 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2925, pruned_loss=0.0617, over 2478592.97 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07083, over 26535.09 utterances.], batch size: 257, lr: 5.17e-04
2022-08-23 18:10:28,315 INFO [train.py:927] (4/8) Epoch 6, batch 18850, giga_loss[loss=0.1774, simple_loss=0.2656, pruned_loss=0.04463, over 12390.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02739, over 58.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2956, pruned_loss=0.06484, over 2477409.60 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06846, over 24633.28 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3161, pruned_loss=0.08366, over 2468121.77 frames. utt_duration=1215 frames, utt_pad_proportion=0.06679, over 8136.27 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2928, pruned_loss=0.06206, over 2478546.33 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06818, over 26546.89 utterances.], batch size: 58, lr: 5.17e-04
2022-08-23 18:12:25,279 INFO [train.py:927] (4/8) Epoch 6, batch 18900, giga_loss[loss=0.1924, simple_loss=0.2847, pruned_loss=0.05, over 12409.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.0587, over 182.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.298, pruned_loss=0.06453, over 2477376.12 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06832, over 24685.81 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3174, pruned_loss=0.08379, over 2468101.85 frames. utt_duration=1217 frames, utt_pad_proportion=0.06608, over 8120.28 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2945, pruned_loss=0.06197, over 2478398.26 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06829, over 26426.72 utterances.], batch size: 182, lr: 5.17e-04
2022-08-23 18:14:23,270 INFO [train.py:927] (4/8) Epoch 6, batch 18950, giga_loss[loss=0.2075, simple_loss=0.3004, pruned_loss=0.0573, over 12336.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.0312, over 70.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2984, pruned_loss=0.06395, over 2477067.13 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06707, over 24410.72 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.317, pruned_loss=0.08366, over 2468188.90 frames. utt_duration=1222 frames, utt_pad_proportion=0.06514, over 8087.07 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2956, pruned_loss=0.06169, over 2477956.22 frames. utt_duration=380.8 frames, utt_pad_proportion=0.06739, over 26110.43 utterances.], batch size: 70, lr: 5.17e-04
2022-08-23 18:16:23,112 INFO [train.py:927] (4/8) Epoch 6, batch 19000, giga_loss[loss=0.2223, simple_loss=0.2971, pruned_loss=0.07372, over 12415.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09634, over 256.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2976, pruned_loss=0.06349, over 2477049.69 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06554, over 23698.36 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3171, pruned_loss=0.08391, over 2468155.59 frames. utt_duration=1213 frames, utt_pad_proportion=0.06885, over 8149.07 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2949, pruned_loss=0.06111, over 2477937.20 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06477, over 25278.03 utterances.], batch size: 256, lr: 5.17e-04
2022-08-23 18:18:22,848 INFO [train.py:927] (4/8) Epoch 6, batch 19050, giga_loss[loss=0.1855, simple_loss=0.2732, pruned_loss=0.04886, over 12414.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04321, over 146.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2953, pruned_loss=0.06201, over 2476971.68 frames. utt_duration=425.7 frames, utt_pad_proportion=0.06254, over 23341.90 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3169, pruned_loss=0.08374, over 2468079.13 frames. utt_duration=1217 frames, utt_pad_proportion=0.06782, over 8122.27 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.293, pruned_loss=0.05989, over 2477902.93 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06236, over 24885.78 utterances.], batch size: 146, lr: 5.17e-04
2022-08-23 18:20:24,718 INFO [train.py:927] (4/8) Epoch 6, batch 19100, giga_loss[loss=0.2219, simple_loss=0.3106, pruned_loss=0.06663, over 12359.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0331, over 97.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2959, pruned_loss=0.06218, over 2477006.82 frames. utt_duration=441.3 frames, utt_pad_proportion=0.05808, over 22512.40 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3163, pruned_loss=0.08327, over 2468120.91 frames. utt_duration=1224 frames, utt_pad_proportion=0.06605, over 8077.74 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2939, pruned_loss=0.06021, over 2478025.44 frames. utt_duration=409.9 frames, utt_pad_proportion=0.05868, over 24251.91 utterances.], batch size: 97, lr: 5.17e-04
2022-08-23 18:22:26,603 INFO [train.py:927] (4/8) Epoch 6, batch 19150, giga_loss[loss=0.2046, simple_loss=0.3022, pruned_loss=0.05348, over 12426.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03346, over 75.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2982, pruned_loss=0.06381, over 2476870.44 frames. utt_duration=431.4 frames, utt_pad_proportion=0.05774, over 23033.12 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.316, pruned_loss=0.0831, over 2468002.69 frames. utt_duration=1223 frames, utt_pad_proportion=0.06527, over 8083.28 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2962, pruned_loss=0.06174, over 2478071.56 frames. utt_duration=399.5 frames, utt_pad_proportion=0.05836, over 24889.12 utterances.], batch size: 75, lr: 5.17e-04
2022-08-23 18:24:16,336 INFO [train.py:927] (4/8) Epoch 6, batch 19200, giga_loss[loss=0.1831, simple_loss=0.2811, pruned_loss=0.04258, over 12474.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02315, over 55.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3011, pruned_loss=0.06541, over 2476821.98 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06141, over 23797.35 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3163, pruned_loss=0.08311, over 2468090.62 frames. utt_duration=1226 frames, utt_pad_proportion=0.0643, over 8059.74 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.299, pruned_loss=0.06342, over 2477855.38 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06195, over 25599.77 utterances.], batch size: 55, lr: 5.17e-04
2022-08-23 18:26:34,286 INFO [train.py:927] (4/8) Epoch 6, batch 19250, giga_loss[loss=0.2056, simple_loss=0.2876, pruned_loss=0.06177, over 12432.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03794, over 133.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.302, pruned_loss=0.06613, over 2476990.62 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06285, over 24389.64 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3163, pruned_loss=0.0833, over 2467939.24 frames. utt_duration=1220 frames, utt_pad_proportion=0.06713, over 8099.33 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.3, pruned_loss=0.06392, over 2478212.14 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06247, over 26253.53 utterances.], batch size: 133, lr: 5.17e-04
2022-08-23 18:28:31,648 INFO [train.py:927] (4/8) Epoch 6, batch 19300, giga_loss[loss=0.2071, simple_loss=0.2953, pruned_loss=0.0595, over 12363.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03693, over 113.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2996, pruned_loss=0.06512, over 2476658.01 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06374, over 23836.42 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3161, pruned_loss=0.08338, over 2467939.35 frames. utt_duration=1208 frames, utt_pad_proportion=0.07095, over 8182.70 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2977, pruned_loss=0.06272, over 2477920.50 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06229, over 25778.42 utterances.], batch size: 113, lr: 5.17e-04
2022-08-23 18:30:35,704 INFO [train.py:927] (4/8) Epoch 6, batch 19350, giga_loss[loss=0.1732, simple_loss=0.2481, pruned_loss=0.04913, over 12312.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02714, over 45.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2976, pruned_loss=0.06438, over 2476745.53 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06058, over 23400.05 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3154, pruned_loss=0.08301, over 2468016.67 frames. utt_duration=1212 frames, utt_pad_proportion=0.06979, over 8156.31 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2963, pruned_loss=0.0624, over 2477873.00 frames. utt_duration=392.9 frames, utt_pad_proportion=0.0599, over 25303.92 utterances.], batch size: 45, lr: 5.16e-04
2022-08-23 18:32:35,036 INFO [train.py:927] (4/8) Epoch 6, batch 19400, giga_loss[loss=0.2131, simple_loss=0.3132, pruned_loss=0.05651, over 12369.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04658, over 146.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2967, pruned_loss=0.06346, over 2477228.62 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06138, over 23511.38 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3157, pruned_loss=0.08301, over 2467700.70 frames. utt_duration=1217 frames, utt_pad_proportion=0.06851, over 8123.79 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2949, pruned_loss=0.06144, over 2478602.27 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06109, over 25389.05 utterances.], batch size: 146, lr: 5.16e-04
2022-08-23 18:34:34,335 INFO [train.py:927] (4/8) Epoch 6, batch 19450, giga_loss[loss=0.1917, simple_loss=0.2845, pruned_loss=0.04946, over 12240.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02994, over 42.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2974, pruned_loss=0.06249, over 2477228.95 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06233, over 23587.69 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3158, pruned_loss=0.08295, over 2467488.97 frames. utt_duration=1217 frames, utt_pad_proportion=0.06778, over 8121.20 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2955, pruned_loss=0.06062, over 2478675.99 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06223, over 25354.73 utterances.], batch size: 42, lr: 5.16e-04
2022-08-23 18:36:36,309 INFO [train.py:927] (4/8) Epoch 6, batch 19500, giga_loss[loss=0.2411, simple_loss=0.3258, pruned_loss=0.07826, over 12353.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0397, over 113.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2983, pruned_loss=0.06241, over 2477634.29 frames. utt_duration=418.8 frames, utt_pad_proportion=0.0613, over 23732.43 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3154, pruned_loss=0.08288, over 2467471.18 frames. utt_duration=1221 frames, utt_pad_proportion=0.06665, over 8091.48 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2968, pruned_loss=0.06051, over 2479033.69 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06158, over 25530.47 utterances.], batch size: 113, lr: 5.16e-04
2022-08-23 18:38:39,534 INFO [train.py:927] (4/8) Epoch 6, batch 19550, giga_loss[loss=0.2102, simple_loss=0.2963, pruned_loss=0.06208, over 12368.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03852, over 113.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2978, pruned_loss=0.06227, over 2477537.21 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06031, over 23264.57 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3153, pruned_loss=0.0829, over 2467522.13 frames. utt_duration=1225 frames, utt_pad_proportion=0.06521, over 8069.33 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2962, pruned_loss=0.06008, over 2478936.41 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06098, over 25216.55 utterances.], batch size: 113, lr: 5.16e-04
2022-08-23 18:40:56,796 INFO [train.py:927] (4/8) Epoch 6, batch 19600, libri_loss[loss=0.2704, simple_loss=0.3411, pruned_loss=0.09986, over 12288.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.00716, over 37.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2993, pruned_loss=0.06283, over 2477842.54 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06256, over 23854.09 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3156, pruned_loss=0.08309, over 2467693.48 frames. utt_duration=1223 frames, utt_pad_proportion=0.0645, over 8077.88 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2974, pruned_loss=0.06053, over 2478994.01 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06314, over 25688.19 utterances.], batch size: 37, lr: 5.16e-04
2022-08-23 18:43:13,858 INFO [train.py:927] (4/8) Epoch 6, batch 19650, giga_loss[loss=0.186, simple_loss=0.2881, pruned_loss=0.04192, over 12333.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.02999, over 66.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3026, pruned_loss=0.06419, over 2477894.30 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06243, over 23988.88 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3157, pruned_loss=0.083, over 2467478.78 frames. utt_duration=1226 frames, utt_pad_proportion=0.06377, over 8060.82 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.3009, pruned_loss=0.0622, over 2479114.27 frames. utt_duration=387.6 frames, utt_pad_proportion=0.0631, over 25663.10 utterances.], batch size: 66, lr: 5.16e-04
2022-08-23 18:45:29,240 INFO [train.py:927] (4/8) Epoch 6, batch 19700, giga_loss[loss=0.1976, simple_loss=0.2823, pruned_loss=0.05642, over 12484.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0313, over 43.00 utterances.], tot_loss[loss=0.214, simple_loss=0.3007, pruned_loss=0.06365, over 2478790.28 frames. utt_duration=433.3 frames, utt_pad_proportion=0.05929, over 22946.19 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3159, pruned_loss=0.08319, over 2467616.49 frames. utt_duration=1224 frames, utt_pad_proportion=0.06332, over 8070.82 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.299, pruned_loss=0.06169, over 2479772.86 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06014, over 24454.93 utterances.], batch size: 43, lr: 5.16e-04
2022-08-23 18:47:35,324 INFO [train.py:927] (4/8) Epoch 6, batch 19750, giga_loss[loss=0.1902, simple_loss=0.2738, pruned_loss=0.05327, over 12457.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03366, over 43.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2996, pruned_loss=0.06251, over 2479069.07 frames. utt_duration=424.8 frames, utt_pad_proportion=0.05883, over 23407.66 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3162, pruned_loss=0.08333, over 2467703.01 frames. utt_duration=1225 frames, utt_pad_proportion=0.0629, over 8070.68 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2978, pruned_loss=0.06057, over 2479909.21 frames. utt_duration=401.1 frames, utt_pad_proportion=0.05962, over 24802.31 utterances.], batch size: 43, lr: 5.16e-04
2022-08-23 18:49:35,779 INFO [train.py:927] (4/8) Epoch 6, batch 19800, giga_loss[loss=0.2515, simple_loss=0.3249, pruned_loss=0.08905, over 12400.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07436, over 212.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.3013, pruned_loss=0.06348, over 2478544.53 frames. utt_duration=421 frames, utt_pad_proportion=0.05819, over 23617.00 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.316, pruned_loss=0.08322, over 2467745.95 frames. utt_duration=1227 frames, utt_pad_proportion=0.06176, over 8055.01 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2996, pruned_loss=0.06158, over 2479409.60 frames. utt_duration=396.7 frames, utt_pad_proportion=0.05915, over 25074.85 utterances.], batch size: 212, lr: 5.16e-04
2022-08-23 18:51:26,643 INFO [train.py:927] (4/8) Epoch 6, batch 19850, giga_loss[loss=0.1874, simple_loss=0.2557, pruned_loss=0.05954, over 12362.00 frames. utt_duration=141.7 frames, utt_pad_proportion=0.1666, over 352.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.3003, pruned_loss=0.06355, over 2478134.28 frames. utt_duration=436.3 frames, utt_pad_proportion=0.05848, over 22781.09 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3162, pruned_loss=0.08347, over 2467653.93 frames. utt_duration=1215 frames, utt_pad_proportion=0.06504, over 8134.66 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2986, pruned_loss=0.0615, over 2479112.27 frames. utt_duration=412 frames, utt_pad_proportion=0.05829, over 24139.24 utterances.], batch size: 352, lr: 5.16e-04
2022-08-23 18:53:22,173 INFO [train.py:927] (4/8) Epoch 6, batch 19900, giga_loss[loss=0.2012, simple_loss=0.289, pruned_loss=0.05672, over 12420.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.0502, over 161.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2994, pruned_loss=0.06377, over 2478132.81 frames. utt_duration=428.9 frames, utt_pad_proportion=0.05973, over 23176.59 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3159, pruned_loss=0.08347, over 2467705.82 frames. utt_duration=1220 frames, utt_pad_proportion=0.06397, over 8103.48 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2979, pruned_loss=0.06167, over 2479106.95 frames. utt_duration=403.7 frames, utt_pad_proportion=0.0598, over 24635.65 utterances.], batch size: 161, lr: 5.16e-04
2022-08-23 18:55:03,953 INFO [train.py:927] (4/8) Epoch 6, batch 19950, giga_loss[loss=0.2642, simple_loss=0.3454, pruned_loss=0.09152, over 12397.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02605, over 48.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3065, pruned_loss=0.06832, over 2477150.72 frames. utt_duration=430.1 frames, utt_pad_proportion=0.0624, over 23102.09 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.316, pruned_loss=0.0836, over 2467778.47 frames. utt_duration=1221 frames, utt_pad_proportion=0.0632, over 8092.97 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.305, pruned_loss=0.06632, over 2477987.17 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06251, over 24448.39 utterances.], batch size: 48, lr: 5.15e-04
2022-08-23 18:56:48,059 INFO [train.py:927] (4/8) Epoch 6, batch 20000, giga_loss[loss=0.2319, simple_loss=0.3073, pruned_loss=0.07826, over 12408.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07248, over 212.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3084, pruned_loss=0.06979, over 2475979.97 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06156, over 21648.85 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3168, pruned_loss=0.08399, over 2468085.49 frames. utt_duration=1216 frames, utt_pad_proportion=0.0633, over 8129.96 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3064, pruned_loss=0.06759, over 2476497.51 frames. utt_duration=433 frames, utt_pad_proportion=0.06165, over 22945.87 utterances.], batch size: 212, lr: 5.15e-04
2022-08-23 18:58:30,247 INFO [train.py:927] (4/8) Epoch 6, batch 20050, giga_loss[loss=0.1979, simple_loss=0.2698, pruned_loss=0.06307, over 12437.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04146, over 146.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3043, pruned_loss=0.06921, over 2475956.87 frames. utt_duration=462.6 frames, utt_pad_proportion=0.0611, over 21472.27 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3167, pruned_loss=0.08377, over 2468303.56 frames. utt_duration=1212 frames, utt_pad_proportion=0.06551, over 8159.49 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3025, pruned_loss=0.06726, over 2476369.71 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06047, over 22843.39 utterances.], batch size: 146, lr: 5.15e-04
2022-08-23 19:00:13,150 INFO [train.py:927] (4/8) Epoch 6, batch 20100, giga_loss[loss=0.1832, simple_loss=0.256, pruned_loss=0.05524, over 12406.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06924, over 212.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2964, pruned_loss=0.06643, over 2475381.31 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06121, over 21014.74 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3166, pruned_loss=0.08378, over 2468155.98 frames. utt_duration=1213 frames, utt_pad_proportion=0.06509, over 8151.25 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2949, pruned_loss=0.06466, over 2475930.91 frames. utt_duration=445.9 frames, utt_pad_proportion=0.0608, over 22277.12 utterances.], batch size: 212, lr: 5.15e-04
2022-08-23 19:01:54,276 INFO [train.py:927] (4/8) Epoch 6, batch 20150, giga_loss[loss=0.1905, simple_loss=0.2759, pruned_loss=0.05251, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02648, over 48.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2886, pruned_loss=0.0634, over 2475308.92 frames. utt_duration=488.1 frames, utt_pad_proportion=0.05849, over 20341.44 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3156, pruned_loss=0.08322, over 2468382.83 frames. utt_duration=1216 frames, utt_pad_proportion=0.06451, over 8129.35 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2879, pruned_loss=0.06217, over 2475672.34 frames. utt_duration=460.2 frames, utt_pad_proportion=0.05847, over 21581.64 utterances.], batch size: 48, lr: 5.15e-04
2022-08-23 19:03:37,150 INFO [train.py:927] (4/8) Epoch 6, batch 20200, giga_loss[loss=0.1699, simple_loss=0.2452, pruned_loss=0.04731, over 12343.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03319, over 97.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2836, pruned_loss=0.0617, over 2474624.88 frames. utt_duration=495.2 frames, utt_pad_proportion=0.05946, over 20043.91 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3151, pruned_loss=0.08308, over 2468425.21 frames. utt_duration=1223 frames, utt_pad_proportion=0.06313, over 8083.94 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2827, pruned_loss=0.0603, over 2475058.26 frames. utt_duration=463.9 frames, utt_pad_proportion=0.05983, over 21405.69 utterances.], batch size: 97, lr: 5.15e-04
2022-08-23 19:05:19,544 INFO [train.py:927] (4/8) Epoch 6, batch 20250, giga_loss[loss=0.1977, simple_loss=0.2767, pruned_loss=0.05937, over 12356.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06142, over 182.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2792, pruned_loss=0.05965, over 2474579.21 frames. utt_duration=507.9 frames, utt_pad_proportion=0.05583, over 19542.38 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3153, pruned_loss=0.0832, over 2468361.81 frames. utt_duration=1225 frames, utt_pad_proportion=0.0624, over 8071.76 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2777, pruned_loss=0.05809, over 2475075.24 frames. utt_duration=477.4 frames, utt_pad_proportion=0.05656, over 20798.04 utterances.], batch size: 182, lr: 5.15e-04
2022-08-23 19:07:02,131 INFO [train.py:927] (4/8) Epoch 6, batch 20300, giga_loss[loss=0.1519, simple_loss=0.2309, pruned_loss=0.03645, over 12389.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04595, over 26.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2741, pruned_loss=0.05738, over 2474099.97 frames. utt_duration=515.2 frames, utt_pad_proportion=0.05953, over 19261.18 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3154, pruned_loss=0.08314, over 2468257.51 frames. utt_duration=1230 frames, utt_pad_proportion=0.0617, over 8033.66 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2722, pruned_loss=0.05575, over 2474667.15 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06013, over 20488.52 utterances.], batch size: 26, lr: 5.15e-04
2022-08-23 19:08:45,097 INFO [train.py:927] (4/8) Epoch 6, batch 20350, giga_loss[loss=0.1494, simple_loss=0.2187, pruned_loss=0.04007, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.03661, over 31.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2698, pruned_loss=0.0559, over 2473187.55 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06317, over 18918.88 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3156, pruned_loss=0.08353, over 2468056.82 frames. utt_duration=1219 frames, utt_pad_proportion=0.06465, over 8106.10 utterances.], giga_tot_loss[loss=0.1869, simple_loss=0.2669, pruned_loss=0.05351, over 2473974.57 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06231, over 20139.57 utterances.], batch size: 31, lr: 5.15e-04
2022-08-23 19:10:26,030 INFO [train.py:927] (4/8) Epoch 6, batch 20400, giga_loss[loss=0.2172, simple_loss=0.3025, pruned_loss=0.06599, over 12372.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02774, over 91.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2718, pruned_loss=0.05771, over 2474155.08 frames. utt_duration=515.4 frames, utt_pad_proportion=0.0626, over 19254.88 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3157, pruned_loss=0.08366, over 2468190.53 frames. utt_duration=1224 frames, utt_pad_proportion=0.06255, over 8074.90 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2675, pruned_loss=0.05454, over 2474893.18 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06268, over 20723.80 utterances.], batch size: 91, lr: 5.15e-04
2022-08-23 19:12:08,671 INFO [train.py:927] (4/8) Epoch 6, batch 20450, giga_loss[loss=0.2397, simple_loss=0.328, pruned_loss=0.0757, over 12365.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02879, over 70.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2821, pruned_loss=0.06267, over 2473834.86 frames. utt_duration=524 frames, utt_pad_proportion=0.06398, over 18936.50 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3151, pruned_loss=0.08331, over 2468121.31 frames. utt_duration=1228 frames, utt_pad_proportion=0.06169, over 8052.54 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2785, pruned_loss=0.06005, over 2474589.88 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06431, over 20332.67 utterances.], batch size: 70, lr: 5.15e-04
2022-08-23 19:13:48,429 INFO [train.py:927] (4/8) Epoch 6, batch 20500, giga_loss[loss=0.2492, simple_loss=0.33, pruned_loss=0.08417, over 12155.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.0409, over 33.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2899, pruned_loss=0.0655, over 2473507.18 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06233, over 18397.39 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3151, pruned_loss=0.08311, over 2468037.79 frames. utt_duration=1230 frames, utt_pad_proportion=0.06127, over 8035.07 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2868, pruned_loss=0.06346, over 2474224.08 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06286, over 19612.40 utterances.], batch size: 33, lr: 5.15e-04
2022-08-23 19:15:36,012 INFO [train.py:927] (4/8) Epoch 6, batch 20550, giga_loss[loss=0.2197, simple_loss=0.3048, pruned_loss=0.06733, over 12418.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04255, over 146.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2947, pruned_loss=0.06674, over 2473651.07 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06487, over 18809.22 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3158, pruned_loss=0.08359, over 2467776.53 frames. utt_duration=1222 frames, utt_pad_proportion=0.06386, over 8088.89 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2911, pruned_loss=0.0643, over 2474580.69 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06436, over 19969.51 utterances.], batch size: 146, lr: 5.14e-04
2022-08-23 19:17:19,169 INFO [train.py:927] (4/8) Epoch 6, batch 20600, giga_loss[loss=0.2427, simple_loss=0.313, pruned_loss=0.08616, over 12225.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03172, over 42.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2985, pruned_loss=0.06916, over 2472758.78 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06422, over 18561.01 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3155, pruned_loss=0.08344, over 2467585.70 frames. utt_duration=1228 frames, utt_pad_proportion=0.06225, over 8048.54 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2952, pruned_loss=0.06684, over 2473843.71 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06442, over 19860.10 utterances.], batch size: 42, lr: 5.14e-04
2022-08-23 19:19:02,356 INFO [train.py:927] (4/8) Epoch 6, batch 20650, giga_loss[loss=0.2069, simple_loss=0.2929, pruned_loss=0.06043, over 12436.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0416, over 34.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3028, pruned_loss=0.07091, over 2472957.13 frames. utt_duration=548.1 frames, utt_pad_proportion=0.0616, over 18097.08 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3156, pruned_loss=0.08344, over 2467669.65 frames. utt_duration=1228 frames, utt_pad_proportion=0.06189, over 8048.03 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3001, pruned_loss=0.06897, over 2473780.50 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06206, over 19210.20 utterances.], batch size: 34, lr: 5.14e-04
2022-08-23 19:20:43,281 INFO [train.py:927] (4/8) Epoch 6, batch 20700, giga_loss[loss=0.2479, simple_loss=0.3241, pruned_loss=0.08585, over 12258.00 frames. utt_duration=1887 frames, utt_pad_proportion=0.05593, over 26.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3061, pruned_loss=0.07203, over 2472688.29 frames. utt_duration=535.7 frames, utt_pad_proportion=0.0661, over 18516.29 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3148, pruned_loss=0.08306, over 2467553.47 frames. utt_duration=1234 frames, utt_pad_proportion=0.06095, over 8007.34 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3043, pruned_loss=0.07054, over 2473561.92 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06658, over 19662.40 utterances.], batch size: 26, lr: 5.14e-04
2022-08-23 19:22:23,624 INFO [train.py:927] (4/8) Epoch 6, batch 20750, giga_loss[loss=0.2277, simple_loss=0.3237, pruned_loss=0.0659, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04087, over 113.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3093, pruned_loss=0.07244, over 2472141.96 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06558, over 17966.77 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3159, pruned_loss=0.08334, over 2466966.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.06003, over 7975.46 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3066, pruned_loss=0.07066, over 2473547.84 frames. utt_duration=515.5 frames, utt_pad_proportion=0.0664, over 19249.30 utterances.], batch size: 113, lr: 5.14e-04
2022-08-23 19:24:08,860 INFO [train.py:927] (4/8) Epoch 6, batch 20800, giga_loss[loss=0.2371, simple_loss=0.318, pruned_loss=0.07815, over 12235.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02825, over 42.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3097, pruned_loss=0.07265, over 2471734.13 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06549, over 18232.32 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3153, pruned_loss=0.08303, over 2466746.38 frames. utt_duration=1245 frames, utt_pad_proportion=0.05868, over 7933.93 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3079, pruned_loss=0.07116, over 2473253.53 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06669, over 19632.96 utterances.], batch size: 42, lr: 5.14e-04
2022-08-23 19:25:49,509 INFO [train.py:927] (4/8) Epoch 6, batch 20850, giga_loss[loss=0.2493, simple_loss=0.3262, pruned_loss=0.08617, over 12393.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02663, over 70.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3129, pruned_loss=0.07601, over 2471745.31 frames. utt_duration=570.7 frames, utt_pad_proportion=0.0611, over 17369.09 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.315, pruned_loss=0.08281, over 2466856.55 frames. utt_duration=1247 frames, utt_pad_proportion=0.05779, over 7923.96 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3117, pruned_loss=0.0748, over 2473016.35 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06279, over 18769.69 utterances.], batch size: 70, lr: 5.14e-04
2022-08-23 19:27:34,149 INFO [train.py:927] (4/8) Epoch 6, batch 20900, giga_loss[loss=0.2069, simple_loss=0.2878, pruned_loss=0.06304, over 12159.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03031, over 36.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3131, pruned_loss=0.07729, over 2471401.34 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05858, over 16953.63 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3146, pruned_loss=0.08265, over 2467179.20 frames. utt_duration=1250 frames, utt_pad_proportion=0.05714, over 7905.22 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3124, pruned_loss=0.07639, over 2472174.84 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06039, over 18207.37 utterances.], batch size: 36, lr: 5.14e-04
2022-08-23 19:29:19,069 INFO [train.py:927] (4/8) Epoch 6, batch 20950, giga_loss[loss=0.2452, simple_loss=0.3313, pruned_loss=0.07952, over 12365.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05312, over 161.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3111, pruned_loss=0.07643, over 2471640.08 frames. utt_duration=579.5 frames, utt_pad_proportion=0.05927, over 17103.66 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3139, pruned_loss=0.08225, over 2467013.81 frames. utt_duration=1255 frames, utt_pad_proportion=0.05602, over 7874.23 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.311, pruned_loss=0.07584, over 2472539.16 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06111, over 18415.80 utterances.], batch size: 161, lr: 5.14e-04
2022-08-23 19:30:58,616 INFO [train.py:927] (4/8) Epoch 6, batch 21000, giga_loss[loss=0.2268, simple_loss=0.317, pruned_loss=0.06829, over 12350.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03384, over 62.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3101, pruned_loss=0.07624, over 2472090.14 frames. utt_duration=585.8 frames, utt_pad_proportion=0.06348, over 16922.97 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3131, pruned_loss=0.08195, over 2466913.63 frames. utt_duration=1252 frames, utt_pad_proportion=0.05833, over 7889.29 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3107, pruned_loss=0.07575, over 2473172.28 frames. utt_duration=537 frames, utt_pad_proportion=0.06388, over 18472.68 utterances.], batch size: 62, lr: 5.14e-04
2022-08-23 19:30:58,617 INFO [train.py:958] (4/8) Computing validation loss
2022-08-23 19:31:12,146 INFO [train.py:967] (4/8) Epoch 6, validation: loss=0.1841, simple_loss=0.2934, pruned_loss=0.03746, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 19:32:56,562 INFO [train.py:927] (4/8) Epoch 6, batch 21050, giga_loss[loss=0.2551, simple_loss=0.3241, pruned_loss=0.093, over 12405.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03711, over 40.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.307, pruned_loss=0.07445, over 2472459.17 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06984, over 18161.33 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.313, pruned_loss=0.08186, over 2467061.50 frames. utt_duration=1254 frames, utt_pad_proportion=0.05787, over 7880.43 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3075, pruned_loss=0.07408, over 2473215.57 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06997, over 19490.18 utterances.], batch size: 40, lr: 5.14e-04
2022-08-23 19:34:40,305 INFO [train.py:927] (4/8) Epoch 6, batch 21100, giga_loss[loss=0.177, simple_loss=0.2579, pruned_loss=0.04805, over 12425.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03319, over 75.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3016, pruned_loss=0.07218, over 2473065.10 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06676, over 18384.47 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3125, pruned_loss=0.08173, over 2467197.17 frames. utt_duration=1257 frames, utt_pad_proportion=0.05695, over 7857.76 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3022, pruned_loss=0.0718, over 2473679.13 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06747, over 19710.52 utterances.], batch size: 75, lr: 5.13e-04
2022-08-23 19:36:22,774 INFO [train.py:927] (4/8) Epoch 6, batch 21150, libri_loss[loss=0.2421, simple_loss=0.3161, pruned_loss=0.08409, over 12193.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03375, over 27.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3006, pruned_loss=0.07183, over 2473713.56 frames. utt_duration=513 frames, utt_pad_proportion=0.07013, over 19342.96 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.312, pruned_loss=0.08144, over 2467154.50 frames. utt_duration=1265 frames, utt_pad_proportion=0.05611, over 7811.78 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3013, pruned_loss=0.07157, over 2474399.45 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07084, over 20698.34 utterances.], batch size: 27, lr: 5.13e-04
2022-08-23 19:38:03,213 INFO [train.py:927] (4/8) Epoch 6, batch 21200, giga_loss[loss=0.2064, simple_loss=0.2879, pruned_loss=0.06244, over 12420.00 frames. utt_duration=858 frames, utt_pad_proportion=0.02717, over 58.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.2992, pruned_loss=0.07083, over 2473283.92 frames. utt_duration=532.7 frames, utt_pad_proportion=0.0673, over 18624.29 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3123, pruned_loss=0.08153, over 2467060.76 frames. utt_duration=1252 frames, utt_pad_proportion=0.06056, over 7891.85 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.2992, pruned_loss=0.07024, over 2474098.31 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06656, over 19940.55 utterances.], batch size: 58, lr: 5.13e-04
2022-08-23 19:39:44,661 INFO [train.py:927] (4/8) Epoch 6, batch 21250, giga_loss[loss=0.1949, simple_loss=0.2721, pruned_loss=0.05887, over 12263.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03037, over 45.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2964, pruned_loss=0.06986, over 2472963.67 frames. utt_duration=544.3 frames, utt_pad_proportion=0.0661, over 18221.90 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3121, pruned_loss=0.08164, over 2467060.21 frames. utt_duration=1244 frames, utt_pad_proportion=0.06391, over 7942.99 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2961, pruned_loss=0.06903, over 2473754.57 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06429, over 19469.34 utterances.], batch size: 45, lr: 5.13e-04
2022-08-23 19:41:26,371 INFO [train.py:927] (4/8) Epoch 6, batch 21300, giga_loss[loss=0.2083, simple_loss=0.2827, pruned_loss=0.06689, over 12451.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2941, pruned_loss=0.06912, over 2474058.90 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06357, over 17956.36 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3118, pruned_loss=0.08135, over 2467204.47 frames. utt_duration=1237 frames, utt_pad_proportion=0.06689, over 7986.81 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2938, pruned_loss=0.06839, over 2474737.30 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06107, over 19183.66 utterances.], batch size: 105, lr: 5.13e-04
2022-08-23 19:43:06,697 INFO [train.py:927] (4/8) Epoch 6, batch 21350, libri_loss[loss=0.2423, simple_loss=0.3165, pruned_loss=0.08407, over 12413.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02241, over 43.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2918, pruned_loss=0.0684, over 2474057.30 frames. utt_duration=581 frames, utt_pad_proportion=0.06109, over 17077.59 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3123, pruned_loss=0.08191, over 2467364.06 frames. utt_duration=1225 frames, utt_pad_proportion=0.0699, over 8067.55 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2903, pruned_loss=0.06678, over 2474757.24 frames. utt_duration=539.9 frames, utt_pad_proportion=0.05764, over 18386.71 utterances.], batch size: 43, lr: 5.13e-04
2022-08-23 19:44:47,514 INFO [train.py:927] (4/8) Epoch 6, batch 21400, giga_loss[loss=0.1859, simple_loss=0.2675, pruned_loss=0.05213, over 12449.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03141, over 80.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2882, pruned_loss=0.06639, over 2474502.01 frames. utt_duration=592.4 frames, utt_pad_proportion=0.05634, over 16749.31 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3123, pruned_loss=0.08186, over 2467471.24 frames. utt_duration=1225 frames, utt_pad_proportion=0.06962, over 8067.21 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2869, pruned_loss=0.06511, over 2474984.98 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05392, over 17813.16 utterances.], batch size: 80, lr: 5.13e-04
2022-08-23 19:46:29,772 INFO [train.py:927] (4/8) Epoch 6, batch 21450, giga_loss[loss=0.2365, simple_loss=0.2999, pruned_loss=0.08659, over 12353.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03448, over 122.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2879, pruned_loss=0.06626, over 2474844.12 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05432, over 16697.42 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3128, pruned_loss=0.08195, over 2467685.34 frames. utt_duration=1228 frames, utt_pad_proportion=0.06872, over 8045.95 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2859, pruned_loss=0.06487, over 2475173.06 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05276, over 17716.31 utterances.], batch size: 122, lr: 5.13e-04
2022-08-23 19:48:15,410 INFO [train.py:927] (4/8) Epoch 6, batch 21500, giga_loss[loss=0.2455, simple_loss=0.3186, pruned_loss=0.0862, over 12352.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03212, over 62.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2918, pruned_loss=0.06913, over 2474562.69 frames. utt_duration=588 frames, utt_pad_proportion=0.06004, over 16875.75 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3132, pruned_loss=0.08218, over 2467785.42 frames. utt_duration=1219 frames, utt_pad_proportion=0.07119, over 8104.96 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2894, pruned_loss=0.06749, over 2474901.20 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05722, over 17829.32 utterances.], batch size: 62, lr: 5.13e-04
2022-08-23 19:49:56,966 INFO [train.py:927] (4/8) Epoch 6, batch 21550, giga_loss[loss=0.255, simple_loss=0.321, pruned_loss=0.09451, over 12442.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03485, over 86.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.2985, pruned_loss=0.07353, over 2475080.33 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06265, over 17304.94 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3133, pruned_loss=0.08238, over 2467828.34 frames. utt_duration=1200 frames, utt_pad_proportion=0.07792, over 8234.20 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.296, pruned_loss=0.07172, over 2475480.36 frames. utt_duration=546 frames, utt_pad_proportion=0.05732, over 18187.21 utterances.], batch size: 86, lr: 5.13e-04
2022-08-23 19:51:39,545 INFO [train.py:927] (4/8) Epoch 6, batch 21600, giga_loss[loss=0.2578, simple_loss=0.3366, pruned_loss=0.0895, over 12394.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05144, over 161.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3028, pruned_loss=0.0748, over 2474394.93 frames. utt_duration=548.8 frames, utt_pad_proportion=0.07083, over 18086.19 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3133, pruned_loss=0.0824, over 2467883.51 frames. utt_duration=1194 frames, utt_pad_proportion=0.07801, over 8275.17 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3004, pruned_loss=0.07313, over 2474830.06 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06618, over 18959.18 utterances.], batch size: 161, lr: 5.13e-04
2022-08-23 19:53:21,506 INFO [train.py:927] (4/8) Epoch 6, batch 21650, giga_loss[loss=0.2349, simple_loss=0.3203, pruned_loss=0.07481, over 12367.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04577, over 26.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3095, pruned_loss=0.07763, over 2474063.53 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06927, over 18038.97 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3136, pruned_loss=0.08243, over 2468215.20 frames. utt_duration=1193 frames, utt_pad_proportion=0.0775, over 8283.61 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3072, pruned_loss=0.07618, over 2474224.73 frames. utt_duration=525 frames, utt_pad_proportion=0.06579, over 18903.85 utterances.], batch size: 26, lr: 5.13e-04
2022-08-23 19:55:00,509 INFO [train.py:927] (4/8) Epoch 6, batch 21700, giga_loss[loss=0.2415, simple_loss=0.3196, pruned_loss=0.08167, over 12439.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03801, over 123.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3081, pruned_loss=0.07522, over 2474537.40 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06614, over 17896.47 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3146, pruned_loss=0.08304, over 2468492.77 frames. utt_duration=1173 frames, utt_pad_proportion=0.08389, over 8427.07 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3053, pruned_loss=0.07337, over 2474580.73 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06063, over 18708.33 utterances.], batch size: 123, lr: 5.12e-04
2022-08-23 19:56:40,736 INFO [train.py:927] (4/8) Epoch 6, batch 21750, giga_loss[loss=0.2138, simple_loss=0.2954, pruned_loss=0.0661, over 12380.00 frames. utt_duration=972.6 frames, utt_pad_proportion=0.03028, over 51.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3078, pruned_loss=0.07428, over 2474211.57 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06365, over 17664.04 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3147, pruned_loss=0.08309, over 2468335.55 frames. utt_duration=1176 frames, utt_pad_proportion=0.08248, over 8407.52 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3053, pruned_loss=0.07256, over 2474513.73 frames. utt_duration=535.5 frames, utt_pad_proportion=0.05969, over 18534.45 utterances.], batch size: 51, lr: 5.12e-04
2022-08-23 19:58:24,359 INFO [train.py:927] (4/8) Epoch 6, batch 21800, giga_loss[loss=0.2408, simple_loss=0.3221, pruned_loss=0.07971, over 12400.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.0296, over 62.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3093, pruned_loss=0.07518, over 2473771.79 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06253, over 17597.70 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3141, pruned_loss=0.08295, over 2467776.92 frames. utt_duration=1186 frames, utt_pad_proportion=0.08015, over 8335.78 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3075, pruned_loss=0.07361, over 2474703.00 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06013, over 18702.31 utterances.], batch size: 62, lr: 5.12e-04
2022-08-23 20:00:09,134 INFO [train.py:927] (4/8) Epoch 6, batch 21850, giga_loss[loss=0.2581, simple_loss=0.3305, pruned_loss=0.09286, over 12412.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06915, over 212.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3113, pruned_loss=0.0768, over 2474159.19 frames. utt_duration=557.3 frames, utt_pad_proportion=0.0617, over 17804.56 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3142, pruned_loss=0.08307, over 2468299.23 frames. utt_duration=1182 frames, utt_pad_proportion=0.08167, over 8361.74 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3098, pruned_loss=0.07521, over 2474617.71 frames. utt_duration=523.5 frames, utt_pad_proportion=0.05883, over 18962.12 utterances.], batch size: 212, lr: 5.12e-04
2022-08-23 20:01:51,708 INFO [train.py:927] (4/8) Epoch 6, batch 21900, giga_loss[loss=0.2184, simple_loss=0.2972, pruned_loss=0.06979, over 12310.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.0299, over 48.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3133, pruned_loss=0.07862, over 2474425.48 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06375, over 17909.16 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3143, pruned_loss=0.08328, over 2468102.33 frames. utt_duration=1187 frames, utt_pad_proportion=0.08056, over 8325.74 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3119, pruned_loss=0.07706, over 2475096.24 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06176, over 19050.38 utterances.], batch size: 48, lr: 5.12e-04
2022-08-23 20:03:36,337 INFO [train.py:927] (4/8) Epoch 6, batch 21950, giga_loss[loss=0.217, simple_loss=0.3091, pruned_loss=0.06247, over 12396.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03886, over 113.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3136, pruned_loss=0.07782, over 2474306.96 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06032, over 17175.21 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3144, pruned_loss=0.0833, over 2468013.59 frames. utt_duration=1185 frames, utt_pad_proportion=0.08049, over 8340.00 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3124, pruned_loss=0.07649, over 2475012.51 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05875, over 18230.88 utterances.], batch size: 113, lr: 5.12e-04
2022-08-23 20:05:18,931 INFO [train.py:927] (4/8) Epoch 6, batch 22000, giga_loss[loss=0.2557, simple_loss=0.3323, pruned_loss=0.08953, over 12369.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04096, over 113.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3145, pruned_loss=0.07776, over 2474926.88 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06269, over 17000.63 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3149, pruned_loss=0.08363, over 2468059.10 frames. utt_duration=1171 frames, utt_pad_proportion=0.08444, over 8438.23 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3131, pruned_loss=0.07638, over 2475502.86 frames. utt_duration=557 frames, utt_pad_proportion=0.05954, over 17824.38 utterances.], batch size: 113, lr: 5.12e-04
2022-08-23 20:07:02,553 INFO [train.py:927] (4/8) Epoch 6, batch 22050, giga_loss[loss=0.2094, simple_loss=0.2939, pruned_loss=0.06241, over 12276.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03351, over 28.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3136, pruned_loss=0.07752, over 2475180.22 frames. utt_duration=609.9 frames, utt_pad_proportion=0.05909, over 16274.35 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3148, pruned_loss=0.08375, over 2468300.23 frames. utt_duration=1176 frames, utt_pad_proportion=0.08264, over 8408.40 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3126, pruned_loss=0.07615, over 2475608.98 frames. utt_duration=578 frames, utt_pad_proportion=0.05717, over 17177.94 utterances.], batch size: 28, lr: 5.12e-04
2022-08-23 20:08:46,639 INFO [train.py:927] (4/8) Epoch 6, batch 22100, giga_loss[loss=0.2464, simple_loss=0.321, pruned_loss=0.08587, over 12410.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.02882, over 62.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3127, pruned_loss=0.07735, over 2474862.91 frames. utt_duration=617.8 frames, utt_pad_proportion=0.05916, over 16063.00 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3147, pruned_loss=0.08379, over 2468350.73 frames. utt_duration=1177 frames, utt_pad_proportion=0.08236, over 8397.35 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3119, pruned_loss=0.07621, over 2475184.68 frames. utt_duration=590.4 frames, utt_pad_proportion=0.0577, over 16813.47 utterances.], batch size: 62, lr: 5.12e-04
2022-08-23 20:10:28,079 INFO [train.py:927] (4/8) Epoch 6, batch 22150, giga_loss[loss=0.2552, simple_loss=0.334, pruned_loss=0.08817, over 12446.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03436, over 86.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3135, pruned_loss=0.07799, over 2474052.55 frames. utt_duration=624.4 frames, utt_pad_proportion=0.05701, over 15887.94 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3151, pruned_loss=0.08398, over 2468645.71 frames. utt_duration=1174 frames, utt_pad_proportion=0.08214, over 8419.19 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3125, pruned_loss=0.07683, over 2474117.29 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05583, over 16566.74 utterances.], batch size: 86, lr: 5.12e-04
2022-08-23 20:12:12,449 INFO [train.py:927] (4/8) Epoch 6, batch 22200, giga_loss[loss=0.221, simple_loss=0.298, pruned_loss=0.07203, over 12367.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04171, over 37.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3142, pruned_loss=0.07774, over 2473089.73 frames. utt_duration=646.1 frames, utt_pad_proportion=0.05266, over 15346.97 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3155, pruned_loss=0.08416, over 2468488.14 frames. utt_duration=1181 frames, utt_pad_proportion=0.07999, over 8374.15 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3131, pruned_loss=0.07645, over 2473426.66 frames. utt_duration=613.6 frames, utt_pad_proportion=0.0525, over 16164.53 utterances.], batch size: 37, lr: 5.12e-04
2022-08-23 20:13:53,969 INFO [train.py:927] (4/8) Epoch 6, batch 22250, giga_loss[loss=0.2195, simple_loss=0.2952, pruned_loss=0.07189, over 12130.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.04277, over 28.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3135, pruned_loss=0.07744, over 2472985.03 frames. utt_duration=636.3 frames, utt_pad_proportion=0.05039, over 15583.27 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3155, pruned_loss=0.08422, over 2468436.30 frames. utt_duration=1182 frames, utt_pad_proportion=0.0794, over 8363.42 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3125, pruned_loss=0.0763, over 2473344.16 frames. utt_duration=608.3 frames, utt_pad_proportion=0.05052, over 16305.01 utterances.], batch size: 28, lr: 5.12e-04
2022-08-23 20:15:37,655 INFO [train.py:927] (4/8) Epoch 6, batch 22300, giga_loss[loss=0.2375, simple_loss=0.3128, pruned_loss=0.08113, over 12402.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.03643, over 34.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3104, pruned_loss=0.07601, over 2472508.08 frames. utt_duration=663 frames, utt_pad_proportion=0.04815, over 14950.15 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3157, pruned_loss=0.08436, over 2468726.85 frames. utt_duration=1188 frames, utt_pad_proportion=0.07761, over 8324.89 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3094, pruned_loss=0.07476, over 2472654.87 frames. utt_duration=629.3 frames, utt_pad_proportion=0.04886, over 15755.54 utterances.], batch size: 34, lr: 5.11e-04
2022-08-23 20:17:18,534 INFO [train.py:927] (4/8) Epoch 6, batch 22350, giga_loss[loss=0.2778, simple_loss=0.3369, pruned_loss=0.1093, over 12394.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.0735, over 212.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3082, pruned_loss=0.0753, over 2471959.17 frames. utt_duration=654.9 frames, utt_pad_proportion=0.05021, over 15133.75 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3158, pruned_loss=0.0843, over 2468409.11 frames. utt_duration=1192 frames, utt_pad_proportion=0.07648, over 8290.66 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3071, pruned_loss=0.0742, over 2472409.82 frames. utt_duration=622.3 frames, utt_pad_proportion=0.05102, over 15931.51 utterances.], batch size: 212, lr: 5.11e-04
2022-08-23 20:18:58,375 INFO [train.py:927] (4/8) Epoch 6, batch 22400, giga_loss[loss=0.2725, simple_loss=0.3394, pruned_loss=0.1028, over 12355.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1992, over 367.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3055, pruned_loss=0.07454, over 2472257.84 frames. utt_duration=633.1 frames, utt_pad_proportion=0.05968, over 15657.00 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3165, pruned_loss=0.08483, over 2468723.57 frames. utt_duration=1172 frames, utt_pad_proportion=0.08368, over 8438.18 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3038, pruned_loss=0.07297, over 2472414.64 frames. utt_duration=608.1 frames, utt_pad_proportion=0.05598, over 16304.59 utterances.], batch size: 367, lr: 5.11e-04
2022-08-23 20:20:40,394 INFO [train.py:927] (4/8) Epoch 6, batch 22450, giga_loss[loss=0.2161, simple_loss=0.2848, pruned_loss=0.07366, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03518, over 40.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3024, pruned_loss=0.07357, over 2472306.75 frames. utt_duration=617.4 frames, utt_pad_proportion=0.05965, over 16056.38 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3162, pruned_loss=0.08469, over 2468745.86 frames. utt_duration=1175 frames, utt_pad_proportion=0.08283, over 8416.73 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3012, pruned_loss=0.0723, over 2472467.46 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05704, over 16682.77 utterances.], batch size: 40, lr: 5.11e-04
2022-08-23 20:22:18,312 INFO [train.py:927] (4/8) Epoch 6, batch 22500, libri_loss[loss=0.2128, simple_loss=0.29, pruned_loss=0.06777, over 12449.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006756, over 32.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3025, pruned_loss=0.07325, over 2472187.55 frames. utt_duration=591.9 frames, utt_pad_proportion=0.06469, over 16747.94 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3164, pruned_loss=0.08486, over 2469223.50 frames. utt_duration=1178 frames, utt_pad_proportion=0.08131, over 8397.43 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.301, pruned_loss=0.07178, over 2471972.73 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06294, over 17490.47 utterances.], batch size: 32, lr: 5.11e-04
2022-08-23 20:24:04,216 INFO [train.py:927] (4/8) Epoch 6, batch 22550, giga_loss[loss=0.2989, simple_loss=0.3563, pruned_loss=0.1208, over 12396.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3034, pruned_loss=0.07302, over 2472655.76 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06247, over 17538.17 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.316, pruned_loss=0.08467, over 2469139.53 frames. utt_duration=1182 frames, utt_pad_proportion=0.08047, over 8366.62 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3024, pruned_loss=0.07187, over 2472603.75 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06148, over 18263.12 utterances.], batch size: 259, lr: 5.11e-04
2022-08-23 20:25:42,703 INFO [train.py:927] (4/8) Epoch 6, batch 22600, giga_loss[loss=0.2143, simple_loss=0.2945, pruned_loss=0.06706, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02746, over 48.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3043, pruned_loss=0.07274, over 2473377.26 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06748, over 18141.30 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.317, pruned_loss=0.0853, over 2469631.08 frames. utt_duration=1177 frames, utt_pad_proportion=0.08225, over 8403.55 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3021, pruned_loss=0.07076, over 2473046.66 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06562, over 19085.23 utterances.], batch size: 48, lr: 5.11e-04
2022-08-23 20:27:23,762 INFO [train.py:927] (4/8) Epoch 6, batch 22650, giga_loss[loss=0.1958, simple_loss=0.2904, pruned_loss=0.05059, over 12340.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03329, over 97.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3028, pruned_loss=0.0714, over 2473838.92 frames. utt_duration=557 frames, utt_pad_proportion=0.06465, over 17814.72 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3164, pruned_loss=0.085, over 2469397.95 frames. utt_duration=1183 frames, utt_pad_proportion=0.08047, over 8356.92 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3012, pruned_loss=0.06974, over 2473903.80 frames. utt_duration=525.8 frames, utt_pad_proportion=0.0638, over 18872.28 utterances.], batch size: 97, lr: 5.11e-04
2022-08-23 20:29:05,641 INFO [train.py:927] (4/8) Epoch 6, batch 22700, giga_loss[loss=0.2397, simple_loss=0.3223, pruned_loss=0.07855, over 12343.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03572, over 104.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3037, pruned_loss=0.07228, over 2473306.16 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06636, over 17523.51 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3163, pruned_loss=0.08489, over 2469621.44 frames. utt_duration=1167 frames, utt_pad_proportion=0.08638, over 8474.71 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3021, pruned_loss=0.07064, over 2473291.96 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06279, over 18562.21 utterances.], batch size: 104, lr: 5.11e-04
2022-08-23 20:30:48,878 INFO [train.py:927] (4/8) Epoch 6, batch 22750, giga_loss[loss=0.2412, simple_loss=0.323, pruned_loss=0.07966, over 12295.00 frames. utt_duration=912.4 frames, utt_pad_proportion=0.02527, over 54.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3052, pruned_loss=0.07268, over 2472970.82 frames. utt_duration=574 frames, utt_pad_proportion=0.06555, over 17278.59 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3163, pruned_loss=0.0849, over 2469700.71 frames. utt_duration=1168 frames, utt_pad_proportion=0.08584, over 8468.01 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3039, pruned_loss=0.07126, over 2472916.42 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06287, over 18186.56 utterances.], batch size: 54, lr: 5.11e-04
2022-08-23 20:32:26,937 INFO [train.py:927] (4/8) Epoch 6, batch 22800, giga_loss[loss=0.3002, simple_loss=0.3611, pruned_loss=0.1197, over 12394.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3068, pruned_loss=0.07312, over 2473031.54 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06198, over 16932.79 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3168, pruned_loss=0.08487, over 2469422.43 frames. utt_duration=1174 frames, utt_pad_proportion=0.08426, over 8425.74 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.305, pruned_loss=0.07172, over 2473306.85 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06045, over 17886.01 utterances.], batch size: 259, lr: 5.11e-04
2022-08-23 20:34:07,055 INFO [train.py:927] (4/8) Epoch 6, batch 22850, giga_loss[loss=0.2706, simple_loss=0.3359, pruned_loss=0.1027, over 12382.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.0594, over 182.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3071, pruned_loss=0.07316, over 2473144.76 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05696, over 16604.12 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3168, pruned_loss=0.08481, over 2469651.58 frames. utt_duration=1175 frames, utt_pad_proportion=0.08359, over 8416.49 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3056, pruned_loss=0.07202, over 2473206.11 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05614, over 17429.63 utterances.], batch size: 182, lr: 5.11e-04
2022-08-23 20:35:47,711 INFO [train.py:927] (4/8) Epoch 6, batch 22900, giga_loss[loss=0.2356, simple_loss=0.3137, pruned_loss=0.07877, over 12340.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03343, over 51.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3058, pruned_loss=0.07299, over 2474571.18 frames. utt_duration=599.3 frames, utt_pad_proportion=0.05842, over 16557.99 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3172, pruned_loss=0.0852, over 2470005.74 frames. utt_duration=1162 frames, utt_pad_proportion=0.08715, over 8510.08 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.304, pruned_loss=0.07143, over 2474395.41 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05552, over 17308.07 utterances.], batch size: 51, lr: 5.10e-04
2022-08-23 20:37:23,201 INFO [train.py:927] (4/8) Epoch 6, batch 22950, giga_loss[loss=0.2376, simple_loss=0.3212, pruned_loss=0.07697, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04041, over 133.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3044, pruned_loss=0.07212, over 2473887.80 frames. utt_duration=593.3 frames, utt_pad_proportion=0.0571, over 16721.09 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3169, pruned_loss=0.08506, over 2469898.52 frames. utt_duration=1170 frames, utt_pad_proportion=0.08561, over 8456.57 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3029, pruned_loss=0.07066, over 2473938.91 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05522, over 17567.12 utterances.], batch size: 133, lr: 5.10e-04
2022-08-23 20:39:02,693 INFO [train.py:927] (4/8) Epoch 6, batch 23000, giga_loss[loss=0.219, simple_loss=0.2992, pruned_loss=0.06935, over 12439.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03765, over 40.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3051, pruned_loss=0.07135, over 2474152.22 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05297, over 16534.31 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3166, pruned_loss=0.08491, over 2469948.45 frames. utt_duration=1174 frames, utt_pad_proportion=0.08473, over 8423.88 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.304, pruned_loss=0.07015, over 2474212.39 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05187, over 17339.88 utterances.], batch size: 40, lr: 5.10e-04
2022-08-23 20:40:41,804 INFO [train.py:927] (4/8) Epoch 6, batch 23050, giga_loss[loss=0.2292, simple_loss=0.2995, pruned_loss=0.07949, over 12357.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0287, over 48.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3044, pruned_loss=0.07192, over 2474283.17 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05191, over 16772.20 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3165, pruned_loss=0.08476, over 2469954.97 frames. utt_duration=1178 frames, utt_pad_proportion=0.08377, over 8400.66 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3034, pruned_loss=0.07091, over 2474383.96 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05134, over 17538.45 utterances.], batch size: 48, lr: 5.10e-04
2022-08-23 20:42:22,969 INFO [train.py:927] (4/8) Epoch 6, batch 23100, giga_loss[loss=0.2422, simple_loss=0.3177, pruned_loss=0.08338, over 12415.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06679, over 184.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3033, pruned_loss=0.07249, over 2474509.93 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05006, over 16784.51 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3165, pruned_loss=0.08464, over 2469860.69 frames. utt_duration=1185 frames, utt_pad_proportion=0.08102, over 8344.80 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3021, pruned_loss=0.07127, over 2474857.25 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05032, over 17795.01 utterances.], batch size: 184, lr: 5.10e-04
2022-08-23 20:44:03,857 INFO [train.py:927] (4/8) Epoch 6, batch 23150, giga_loss[loss=0.1916, simple_loss=0.2706, pruned_loss=0.05629, over 12467.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04482, over 34.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3014, pruned_loss=0.0726, over 2474169.22 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05092, over 16913.14 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3164, pruned_loss=0.08472, over 2469589.91 frames. utt_duration=1189 frames, utt_pad_proportion=0.08016, over 8321.73 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3003, pruned_loss=0.07143, over 2474739.54 frames. utt_duration=556.4 frames, utt_pad_proportion=0.05127, over 17838.07 utterances.], batch size: 34, lr: 5.10e-04
2022-08-23 20:45:42,919 INFO [train.py:927] (4/8) Epoch 6, batch 23200, giga_loss[loss=0.1717, simple_loss=0.2496, pruned_loss=0.04686, over 12385.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03011, over 97.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2967, pruned_loss=0.07045, over 2473465.77 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05078, over 16511.28 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.316, pruned_loss=0.08456, over 2469506.33 frames. utt_duration=1195 frames, utt_pad_proportion=0.07876, over 8275.27 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2958, pruned_loss=0.06935, over 2474074.67 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05142, over 17471.63 utterances.], batch size: 97, lr: 5.10e-04
2022-08-23 20:47:24,390 INFO [train.py:927] (4/8) Epoch 6, batch 23250, giga_loss[loss=0.1762, simple_loss=0.2627, pruned_loss=0.04481, over 12397.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02378, over 48.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.295, pruned_loss=0.06965, over 2473929.31 frames. utt_duration=623.1 frames, utt_pad_proportion=0.0484, over 15918.98 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3158, pruned_loss=0.08442, over 2469327.29 frames. utt_duration=1203 frames, utt_pad_proportion=0.07613, over 8219.90 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2937, pruned_loss=0.06831, over 2474736.12 frames. utt_duration=581.3 frames, utt_pad_proportion=0.04975, over 17071.77 utterances.], batch size: 48, lr: 5.10e-04
2022-08-23 20:49:03,736 INFO [train.py:927] (4/8) Epoch 6, batch 23300, giga_loss[loss=0.2071, simple_loss=0.2925, pruned_loss=0.06084, over 12298.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03597, over 51.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.2979, pruned_loss=0.07097, over 2473525.06 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05067, over 16602.17 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3158, pruned_loss=0.08452, over 2469210.05 frames. utt_duration=1201 frames, utt_pad_proportion=0.07565, over 8234.65 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2964, pruned_loss=0.06955, over 2474343.78 frames. utt_duration=562.2 frames, utt_pad_proportion=0.05152, over 17652.47 utterances.], batch size: 51, lr: 5.10e-04
2022-08-23 20:50:45,623 INFO [train.py:927] (4/8) Epoch 6, batch 23350, giga_loss[loss=0.2495, simple_loss=0.3282, pruned_loss=0.0854, over 12375.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02785, over 70.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3009, pruned_loss=0.07197, over 2473577.10 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05098, over 17178.13 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3152, pruned_loss=0.08411, over 2469307.50 frames. utt_duration=1206 frames, utt_pad_proportion=0.07459, over 8198.26 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2999, pruned_loss=0.07095, over 2474202.42 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05188, over 18187.68 utterances.], batch size: 70, lr: 5.10e-04
2022-08-23 20:52:30,161 INFO [train.py:927] (4/8) Epoch 6, batch 23400, giga_loss[loss=0.1921, simple_loss=0.282, pruned_loss=0.05111, over 12407.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.02919, over 62.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3036, pruned_loss=0.07317, over 2474171.92 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05214, over 17093.90 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3158, pruned_loss=0.08428, over 2469321.26 frames. utt_duration=1206 frames, utt_pad_proportion=0.07411, over 8200.29 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3022, pruned_loss=0.07209, over 2474696.33 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05292, over 17972.38 utterances.], batch size: 62, lr: 5.10e-04
2022-08-23 20:54:15,180 INFO [train.py:927] (4/8) Epoch 6, batch 23450, giga_loss[loss=0.272, simple_loss=0.3468, pruned_loss=0.09858, over 12389.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05161, over 161.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3107, pruned_loss=0.0778, over 2473897.23 frames. utt_duration=577.2 frames, utt_pad_proportion=0.05313, over 17188.47 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3159, pruned_loss=0.0842, over 2469314.05 frames. utt_duration=1208 frames, utt_pad_proportion=0.07269, over 8184.48 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3093, pruned_loss=0.07682, over 2474428.48 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05412, over 18105.90 utterances.], batch size: 161, lr: 5.10e-04
2022-08-23 20:55:58,083 INFO [train.py:927] (4/8) Epoch 6, batch 23500, giga_loss[loss=0.3077, simple_loss=0.3589, pruned_loss=0.1282, over 12370.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06584, over 183.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3177, pruned_loss=0.08374, over 2473309.67 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06275, over 18596.26 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3158, pruned_loss=0.08432, over 2468863.97 frames. utt_duration=1204 frames, utt_pad_proportion=0.07537, over 8212.19 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3167, pruned_loss=0.08275, over 2474322.12 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06194, over 19643.77 utterances.], batch size: 183, lr: 5.10e-04
2022-08-23 20:57:42,163 INFO [train.py:927] (4/8) Epoch 6, batch 23550, giga_loss[loss=0.2172, simple_loss=0.3008, pruned_loss=0.06677, over 12378.00 frames. utt_duration=972.4 frames, utt_pad_proportion=0.03052, over 51.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.322, pruned_loss=0.08688, over 2473844.32 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06414, over 18197.23 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3154, pruned_loss=0.08426, over 2468793.95 frames. utt_duration=1210 frames, utt_pad_proportion=0.07397, over 8174.21 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3216, pruned_loss=0.08617, over 2474804.18 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06382, over 19280.34 utterances.], batch size: 51, lr: 5.09e-04
2022-08-23 20:59:29,451 INFO [train.py:927] (4/8) Epoch 6, batch 23600, giga_loss[loss=0.3027, simple_loss=0.3635, pruned_loss=0.1209, over 12455.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03634, over 105.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3281, pruned_loss=0.09272, over 2474361.22 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06299, over 19029.27 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3152, pruned_loss=0.08419, over 2469048.89 frames. utt_duration=1215 frames, utt_pad_proportion=0.07294, over 8139.01 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3281, pruned_loss=0.09226, over 2474995.79 frames. utt_duration=494.5 frames, utt_pad_proportion=0.0631, over 20081.02 utterances.], batch size: 105, lr: 5.09e-04
2022-08-23 21:01:16,922 INFO [train.py:927] (4/8) Epoch 6, batch 23650, libri_loss[loss=0.2816, simple_loss=0.3477, pruned_loss=0.1078, over 12439.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01553, over 40.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3343, pruned_loss=0.09816, over 2474539.87 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06797, over 20398.84 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3152, pruned_loss=0.08401, over 2469001.81 frames. utt_duration=1220 frames, utt_pad_proportion=0.07054, over 8105.75 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3349, pruned_loss=0.09847, over 2475342.92 frames. utt_duration=455.9 frames, utt_pad_proportion=0.06852, over 21791.45 utterances.], batch size: 40, lr: 5.09e-04
2022-08-23 21:03:04,010 INFO [train.py:927] (4/8) Epoch 6, batch 23700, giga_loss[loss=0.2477, simple_loss=0.3182, pruned_loss=0.08863, over 12441.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.02856, over 80.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3358, pruned_loss=0.1001, over 2474566.23 frames. utt_duration=480 frames, utt_pad_proportion=0.06714, over 20683.20 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3141, pruned_loss=0.08338, over 2468782.84 frames. utt_duration=1231 frames, utt_pad_proportion=0.06827, over 8031.45 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3382, pruned_loss=0.1016, over 2475659.10 frames. utt_duration=443.4 frames, utt_pad_proportion=0.06833, over 22409.92 utterances.], batch size: 80, lr: 5.09e-04
2022-08-23 21:04:48,501 INFO [train.py:927] (4/8) Epoch 6, batch 23750, giga_loss[loss=0.2426, simple_loss=0.3198, pruned_loss=0.08271, over 12384.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02709, over 91.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3347, pruned_loss=0.09995, over 2474970.45 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07029, over 20743.31 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3138, pruned_loss=0.08318, over 2468562.34 frames. utt_duration=1227 frames, utt_pad_proportion=0.06787, over 8058.79 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3378, pruned_loss=0.1021, over 2476319.36 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07125, over 22651.14 utterances.], batch size: 91, lr: 5.09e-04
2022-08-23 21:06:33,239 INFO [train.py:927] (4/8) Epoch 6, batch 23800, giga_loss[loss=0.2371, simple_loss=0.3172, pruned_loss=0.07852, over 12397.00 frames. utt_duration=902.9 frames, utt_pad_proportion=0.03533, over 55.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3369, pruned_loss=0.101, over 2475108.06 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07663, over 21407.52 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3141, pruned_loss=0.08335, over 2468351.15 frames. utt_duration=1218 frames, utt_pad_proportion=0.07107, over 8116.95 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3395, pruned_loss=0.1028, over 2476490.11 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07609, over 23105.15 utterances.], batch size: 55, lr: 5.09e-04
2022-08-23 21:08:18,708 INFO [train.py:927] (4/8) Epoch 6, batch 23850, giga_loss[loss=0.303, simple_loss=0.3515, pruned_loss=0.1273, over 12347.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1817, over 361.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3379, pruned_loss=0.1012, over 2474628.32 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07858, over 22152.33 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3146, pruned_loss=0.08353, over 2468391.01 frames. utt_duration=1219 frames, utt_pad_proportion=0.06993, over 8107.71 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.34, pruned_loss=0.1028, over 2475798.80 frames. utt_duration=418.2 frames, utt_pad_proportion=0.07843, over 23762.22 utterances.], batch size: 361, lr: 5.09e-04
2022-08-23 21:10:06,911 INFO [train.py:927] (4/8) Epoch 6, batch 23900, giga_loss[loss=0.2567, simple_loss=0.328, pruned_loss=0.09274, over 12387.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06443, over 183.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3373, pruned_loss=0.09929, over 2473825.38 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07935, over 22531.91 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3146, pruned_loss=0.08357, over 2468383.68 frames. utt_duration=1216 frames, utt_pad_proportion=0.07011, over 8132.64 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3395, pruned_loss=0.1009, over 2474901.04 frames. utt_duration=412.1 frames, utt_pad_proportion=0.07921, over 24108.52 utterances.], batch size: 183, lr: 5.09e-04
2022-08-23 21:11:49,982 INFO [train.py:927] (4/8) Epoch 6, batch 23950, giga_loss[loss=0.2555, simple_loss=0.3244, pruned_loss=0.09326, over 12421.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05495, over 162.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3339, pruned_loss=0.09673, over 2474134.41 frames. utt_duration=446 frames, utt_pad_proportion=0.08023, over 22263.63 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3145, pruned_loss=0.08352, over 2468728.90 frames. utt_duration=1208 frames, utt_pad_proportion=0.0733, over 8184.14 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3362, pruned_loss=0.09845, over 2474852.68 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07906, over 23851.61 utterances.], batch size: 162, lr: 5.09e-04
2022-08-23 21:13:32,454 INFO [train.py:927] (4/8) Epoch 6, batch 24000, giga_loss[loss=0.2421, simple_loss=0.3192, pruned_loss=0.08257, over 12398.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.02758, over 80.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3325, pruned_loss=0.09515, over 2474839.15 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07489, over 21694.41 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3148, pruned_loss=0.08393, over 2468608.30 frames. utt_duration=1211 frames, utt_pad_proportion=0.07246, over 8164.47 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3343, pruned_loss=0.09632, over 2475607.18 frames. utt_duration=429.2 frames, utt_pad_proportion=0.07455, over 23151.95 utterances.], batch size: 80, lr: 5.09e-04
2022-08-23 21:13:32,456 INFO [train.py:958] (4/8) Computing validation loss
2022-08-23 21:13:45,957 INFO [train.py:967] (4/8) Epoch 6, validation: loss=0.1886, simple_loss=0.3005, pruned_loss=0.03835, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 21:15:42,141 INFO [train.py:927] (4/8) Epoch 6, batch 24050, giga_loss[loss=0.2752, simple_loss=0.36, pruned_loss=0.09517, over 12434.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05461, over 162.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3319, pruned_loss=0.09417, over 2474928.89 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07006, over 21502.09 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3147, pruned_loss=0.08379, over 2468568.66 frames. utt_duration=1214 frames, utt_pad_proportion=0.07147, over 8144.41 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3338, pruned_loss=0.09542, over 2475689.08 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07037, over 22919.82 utterances.], batch size: 162, lr: 5.09e-04
2022-08-23 21:17:25,450 INFO [train.py:927] (4/8) Epoch 6, batch 24100, libri_loss[loss=0.2429, simple_loss=0.3177, pruned_loss=0.0841, over 12443.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007055, over 32.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3322, pruned_loss=0.09261, over 2474776.53 frames. utt_duration=472.3 frames, utt_pad_proportion=0.06911, over 21024.84 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3145, pruned_loss=0.08366, over 2468430.84 frames. utt_duration=1221 frames, utt_pad_proportion=0.06991, over 8097.63 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3344, pruned_loss=0.09399, over 2475673.61 frames. utt_duration=440.3 frames, utt_pad_proportion=0.06994, over 22565.68 utterances.], batch size: 32, lr: 5.09e-04
2022-08-23 21:19:11,230 INFO [train.py:927] (4/8) Epoch 6, batch 24150, giga_loss[loss=0.2358, simple_loss=0.316, pruned_loss=0.07775, over 12312.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02905, over 74.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3306, pruned_loss=0.09131, over 2475099.12 frames. utt_duration=487.7 frames, utt_pad_proportion=0.0666, over 20358.78 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3141, pruned_loss=0.08348, over 2468429.04 frames. utt_duration=1224 frames, utt_pad_proportion=0.06949, over 8073.71 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3328, pruned_loss=0.09263, over 2475856.87 frames. utt_duration=457.7 frames, utt_pad_proportion=0.06756, over 21704.03 utterances.], batch size: 74, lr: 5.08e-04
2022-08-23 21:20:55,918 INFO [train.py:927] (4/8) Epoch 6, batch 24200, giga_loss[loss=0.3156, simple_loss=0.3714, pruned_loss=0.1299, over 12407.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06278, over 183.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3296, pruned_loss=0.09131, over 2475458.34 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06415, over 19811.88 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.315, pruned_loss=0.08366, over 2468515.59 frames. utt_duration=1225 frames, utt_pad_proportion=0.06865, over 8073.19 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3308, pruned_loss=0.09233, over 2476104.59 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06535, over 21100.62 utterances.], batch size: 183, lr: 5.08e-04
2022-08-23 21:22:43,020 INFO [train.py:927] (4/8) Epoch 6, batch 24250, giga_loss[loss=0.2538, simple_loss=0.3345, pruned_loss=0.0866, over 12418.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03908, over 133.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3281, pruned_loss=0.08962, over 2475654.95 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06294, over 19128.82 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3151, pruned_loss=0.08356, over 2468720.27 frames. utt_duration=1221 frames, utt_pad_proportion=0.068, over 8095.99 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3294, pruned_loss=0.09072, over 2476180.16 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06418, over 20445.52 utterances.], batch size: 133, lr: 5.08e-04
2022-08-23 21:24:25,311 INFO [train.py:927] (4/8) Epoch 6, batch 24300, giga_loss[loss=0.2551, simple_loss=0.3282, pruned_loss=0.09098, over 12396.00 frames. utt_duration=474 frames, utt_pad_proportion=0.04056, over 105.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3278, pruned_loss=0.08905, over 2475144.95 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06234, over 19105.30 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3151, pruned_loss=0.08368, over 2468453.80 frames. utt_duration=1221 frames, utt_pad_proportion=0.06757, over 8095.78 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.329, pruned_loss=0.08991, over 2475928.40 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06344, over 20403.33 utterances.], batch size: 105, lr: 5.08e-04
2022-08-23 21:26:09,635 INFO [train.py:927] (4/8) Epoch 6, batch 24350, giga_loss[loss=0.1999, simple_loss=0.2791, pruned_loss=0.0604, over 12388.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05202, over 34.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3251, pruned_loss=0.08805, over 2474944.61 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06465, over 19262.77 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3151, pruned_loss=0.08361, over 2468205.31 frames. utt_duration=1222 frames, utt_pad_proportion=0.06689, over 8086.45 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3263, pruned_loss=0.08887, over 2475874.51 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06563, over 20454.99 utterances.], batch size: 34, lr: 5.08e-04
2022-08-23 21:27:54,958 INFO [train.py:927] (4/8) Epoch 6, batch 24400, libri_loss[loss=0.2499, simple_loss=0.3316, pruned_loss=0.08415, over 12286.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.005999, over 37.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.324, pruned_loss=0.08816, over 2474860.06 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06562, over 19186.80 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3148, pruned_loss=0.0834, over 2468119.56 frames. utt_duration=1225 frames, utt_pad_proportion=0.06596, over 8069.42 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3254, pruned_loss=0.08909, over 2475818.13 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06668, over 20402.06 utterances.], batch size: 37, lr: 5.08e-04
2022-08-23 21:29:39,710 INFO [train.py:927] (4/8) Epoch 6, batch 24450, giga_loss[loss=0.2545, simple_loss=0.3257, pruned_loss=0.09159, over 12413.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06285, over 183.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3214, pruned_loss=0.08744, over 2474595.26 frames. utt_duration=509.9 frames, utt_pad_proportion=0.07295, over 19466.79 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3138, pruned_loss=0.08289, over 2468004.54 frames. utt_duration=1220 frames, utt_pad_proportion=0.06897, over 8101.45 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3237, pruned_loss=0.08882, over 2475690.67 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07245, over 20773.34 utterances.], batch size: 183, lr: 5.08e-04
2022-08-23 21:31:22,724 INFO [train.py:927] (4/8) Epoch 6, batch 24500, giga_loss[loss=0.2428, simple_loss=0.3258, pruned_loss=0.07995, over 12365.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03422, over 104.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3208, pruned_loss=0.08717, over 2474549.77 frames. utt_duration=511.9 frames, utt_pad_proportion=0.07236, over 19389.73 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3132, pruned_loss=0.0826, over 2468155.51 frames. utt_duration=1224 frames, utt_pad_proportion=0.06775, over 8072.98 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3233, pruned_loss=0.08864, over 2475455.98 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07244, over 20764.84 utterances.], batch size: 104, lr: 5.08e-04
2022-08-23 21:33:11,201 INFO [train.py:927] (4/8) Epoch 6, batch 24550, libri_loss[loss=0.2244, simple_loss=0.2971, pruned_loss=0.07581, over 12174.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.007026, over 33.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3219, pruned_loss=0.0873, over 2474202.85 frames. utt_duration=508 frames, utt_pad_proportion=0.07298, over 19538.51 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3133, pruned_loss=0.08259, over 2468060.24 frames. utt_duration=1215 frames, utt_pad_proportion=0.07104, over 8132.86 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3241, pruned_loss=0.08856, over 2475146.45 frames. utt_duration=477.9 frames, utt_pad_proportion=0.072, over 20780.46 utterances.], batch size: 33, lr: 5.08e-04
2022-08-23 21:34:56,031 INFO [train.py:927] (4/8) Epoch 6, batch 24600, giga_loss[loss=0.2226, simple_loss=0.3047, pruned_loss=0.0703, over 12461.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03045, over 75.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3215, pruned_loss=0.0868, over 2473259.25 frames. utt_duration=527.2 frames, utt_pad_proportion=0.0694, over 18817.50 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3129, pruned_loss=0.08243, over 2467726.12 frames. utt_duration=1219 frames, utt_pad_proportion=0.06972, over 8104.73 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3237, pruned_loss=0.08806, over 2474465.40 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06928, over 20085.24 utterances.], batch size: 75, lr: 5.08e-04
2022-08-23 21:36:40,067 INFO [train.py:927] (4/8) Epoch 6, batch 24650, giga_loss[loss=0.2641, simple_loss=0.3366, pruned_loss=0.09582, over 12398.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.04101, over 105.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3228, pruned_loss=0.08786, over 2473834.06 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06942, over 18929.81 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3128, pruned_loss=0.082, over 2467738.60 frames. utt_duration=1222 frames, utt_pad_proportion=0.06895, over 8086.74 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.325, pruned_loss=0.08942, over 2475002.39 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06958, over 20353.14 utterances.], batch size: 105, lr: 5.08e-04
2022-08-23 21:38:26,360 INFO [train.py:927] (4/8) Epoch 6, batch 24700, giga_loss[loss=0.2203, simple_loss=0.296, pruned_loss=0.07231, over 12229.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03886, over 28.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3248, pruned_loss=0.09078, over 2473678.15 frames. utt_duration=494 frames, utt_pad_proportion=0.07828, over 20087.95 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3125, pruned_loss=0.08188, over 2467790.95 frames. utt_duration=1227 frames, utt_pad_proportion=0.06741, over 8053.39 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3272, pruned_loss=0.09235, over 2474748.69 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07841, over 21576.16 utterances.], batch size: 28, lr: 5.08e-04
2022-08-23 21:40:11,647 INFO [train.py:927] (4/8) Epoch 6, batch 24750, giga_loss[loss=0.2261, simple_loss=0.3091, pruned_loss=0.07157, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02846, over 55.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3254, pruned_loss=0.09139, over 2473787.38 frames. utt_duration=477 frames, utt_pad_proportion=0.08189, over 20809.12 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3124, pruned_loss=0.08187, over 2467947.91 frames. utt_duration=1214 frames, utt_pad_proportion=0.07071, over 8140.93 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3276, pruned_loss=0.09283, over 2474632.24 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08072, over 22183.92 utterances.], batch size: 55, lr: 5.07e-04
2022-08-23 21:41:53,547 INFO [train.py:927] (4/8) Epoch 6, batch 24800, giga_loss[loss=0.2385, simple_loss=0.3111, pruned_loss=0.08291, over 12403.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06259, over 183.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3246, pruned_loss=0.08923, over 2473525.15 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07779, over 20304.00 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3122, pruned_loss=0.08191, over 2467586.11 frames. utt_duration=1215 frames, utt_pad_proportion=0.07033, over 8134.43 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3267, pruned_loss=0.09046, over 2474597.89 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07723, over 21617.26 utterances.], batch size: 183, lr: 5.07e-04
2022-08-23 21:43:41,640 INFO [train.py:927] (4/8) Epoch 6, batch 24850, giga_loss[loss=0.2435, simple_loss=0.3245, pruned_loss=0.08123, over 12452.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03401, over 86.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3224, pruned_loss=0.0884, over 2474111.87 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07486, over 20371.87 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3122, pruned_loss=0.08189, over 2467878.12 frames. utt_duration=1217 frames, utt_pad_proportion=0.06927, over 8118.86 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3243, pruned_loss=0.08952, over 2474816.84 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07497, over 21642.73 utterances.], batch size: 86, lr: 5.07e-04
2022-08-23 21:45:26,862 INFO [train.py:927] (4/8) Epoch 6, batch 24900, giga_loss[loss=0.2517, simple_loss=0.3198, pruned_loss=0.09175, over 12319.00 frames. utt_duration=625.3 frames, utt_pad_proportion=0.02752, over 79.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3237, pruned_loss=0.08938, over 2474132.40 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07646, over 20506.25 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3127, pruned_loss=0.08201, over 2467809.11 frames. utt_duration=1208 frames, utt_pad_proportion=0.07295, over 8180.73 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3248, pruned_loss=0.09026, over 2474841.80 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07531, over 21623.12 utterances.], batch size: 79, lr: 5.07e-04
2022-08-23 21:47:14,258 INFO [train.py:927] (4/8) Epoch 6, batch 24950, giga_loss[loss=0.2767, simple_loss=0.3532, pruned_loss=0.1001, over 12429.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.038, over 133.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3269, pruned_loss=0.08894, over 2474075.53 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07206, over 20409.01 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3129, pruned_loss=0.08214, over 2467986.28 frames. utt_duration=1200 frames, utt_pad_proportion=0.07607, over 8239.88 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3279, pruned_loss=0.08965, over 2474592.96 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07014, over 21465.17 utterances.], batch size: 133, lr: 5.07e-04
2022-08-23 21:49:00,285 INFO [train.py:927] (4/8) Epoch 6, batch 25000, giga_loss[loss=0.2182, simple_loss=0.3137, pruned_loss=0.06139, over 12478.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.0289, over 55.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3282, pruned_loss=0.08973, over 2474238.71 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07063, over 20109.26 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3131, pruned_loss=0.08235, over 2467914.32 frames. utt_duration=1201 frames, utt_pad_proportion=0.0752, over 8232.35 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3291, pruned_loss=0.0902, over 2474789.97 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06943, over 21111.84 utterances.], batch size: 55, lr: 5.07e-04
2022-08-23 21:50:45,564 INFO [train.py:927] (4/8) Epoch 6, batch 25050, giga_loss[loss=0.2422, simple_loss=0.317, pruned_loss=0.08372, over 12207.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0322, over 42.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3294, pruned_loss=0.09168, over 2473797.50 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07995, over 20471.87 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.314, pruned_loss=0.08321, over 2468081.30 frames. utt_duration=1178 frames, utt_pad_proportion=0.08154, over 8393.15 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3297, pruned_loss=0.09154, over 2474287.25 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07631, over 21506.81 utterances.], batch size: 42, lr: 5.07e-04
2022-08-23 21:52:30,681 INFO [train.py:927] (4/8) Epoch 6, batch 25100, giga_loss[loss=0.3065, simple_loss=0.3608, pruned_loss=0.1261, over 12442.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05351, over 162.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3281, pruned_loss=0.09198, over 2473915.26 frames. utt_duration=481.6 frames, utt_pad_proportion=0.08293, over 20611.13 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3135, pruned_loss=0.08295, over 2468126.41 frames. utt_duration=1186 frames, utt_pad_proportion=0.07959, over 8336.26 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3293, pruned_loss=0.09238, over 2474434.98 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08062, over 21885.08 utterances.], batch size: 162, lr: 5.07e-04
2022-08-23 21:54:15,857 INFO [train.py:927] (4/8) Epoch 6, batch 25150, giga_loss[loss=0.2636, simple_loss=0.3437, pruned_loss=0.09179, over 12340.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.0328, over 51.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3275, pruned_loss=0.09199, over 2474217.42 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07922, over 19913.68 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3142, pruned_loss=0.08305, over 2468238.55 frames. utt_duration=1181 frames, utt_pad_proportion=0.07955, over 8367.16 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.328, pruned_loss=0.09238, over 2474643.48 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07755, over 21115.22 utterances.], batch size: 51, lr: 5.07e-04
2022-08-23 21:56:02,092 INFO [train.py:927] (4/8) Epoch 6, batch 25200, libri_loss[loss=0.2166, simple_loss=0.299, pruned_loss=0.06711, over 12229.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006389, over 34.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3269, pruned_loss=0.09164, over 2474897.84 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07625, over 20039.34 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3142, pruned_loss=0.08297, over 2468126.36 frames. utt_duration=1183 frames, utt_pad_proportion=0.07925, over 8359.32 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3274, pruned_loss=0.09207, over 2475377.34 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07518, over 21045.74 utterances.], batch size: 34, lr: 5.07e-04
2022-08-23 21:57:45,514 INFO [train.py:927] (4/8) Epoch 6, batch 25250, giga_loss[loss=0.2545, simple_loss=0.3276, pruned_loss=0.09069, over 12365.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03976, over 145.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3253, pruned_loss=0.09093, over 2474600.01 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07477, over 19780.82 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3141, pruned_loss=0.08299, over 2468157.03 frames. utt_duration=1186 frames, utt_pad_proportion=0.0784, over 8332.08 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.326, pruned_loss=0.09135, over 2475041.11 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07424, over 20744.24 utterances.], batch size: 145, lr: 5.07e-04
2022-08-23 21:59:27,216 INFO [train.py:927] (4/8) Epoch 6, batch 25300, giga_loss[loss=0.275, simple_loss=0.3426, pruned_loss=0.1036, over 12416.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05514, over 162.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.327, pruned_loss=0.09136, over 2474511.22 frames. utt_duration=503.8 frames, utt_pad_proportion=0.07313, over 19702.75 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3146, pruned_loss=0.0832, over 2468226.57 frames. utt_duration=1178 frames, utt_pad_proportion=0.08092, over 8390.18 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3272, pruned_loss=0.09162, over 2474896.96 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07173, over 20566.49 utterances.], batch size: 162, lr: 5.07e-04
2022-08-23 22:01:15,908 INFO [train.py:927] (4/8) Epoch 6, batch 25350, giga_loss[loss=0.2339, simple_loss=0.3406, pruned_loss=0.0636, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04839, over 34.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3276, pruned_loss=0.09155, over 2474163.96 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07843, over 20008.42 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3144, pruned_loss=0.08296, over 2468017.49 frames. utt_duration=1182 frames, utt_pad_proportion=0.07987, over 8360.61 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3282, pruned_loss=0.09212, over 2474756.71 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07749, over 20928.53 utterances.], batch size: 34, lr: 5.06e-04
2022-08-23 22:02:58,464 INFO [train.py:927] (4/8) Epoch 6, batch 25400, giga_loss[loss=0.3161, simple_loss=0.3721, pruned_loss=0.13, over 12417.00 frames. utt_duration=236.7 frames, utt_pad_proportion=0.06796, over 211.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3288, pruned_loss=0.09051, over 2473599.80 frames. utt_duration=492.1 frames, utt_pad_proportion=0.08107, over 20166.14 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3142, pruned_loss=0.08291, over 2467912.68 frames. utt_duration=1185 frames, utt_pad_proportion=0.07858, over 8341.67 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3297, pruned_loss=0.09117, over 2474309.72 frames. utt_duration=469 frames, utt_pad_proportion=0.08062, over 21167.22 utterances.], batch size: 211, lr: 5.06e-04
2022-08-23 22:04:44,160 INFO [train.py:927] (4/8) Epoch 6, batch 25450, giga_loss[loss=0.3521, simple_loss=0.3908, pruned_loss=0.1567, over 12361.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.113, over 260.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3325, pruned_loss=0.09366, over 2474254.40 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07997, over 20673.93 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3143, pruned_loss=0.08297, over 2467966.12 frames. utt_duration=1185 frames, utt_pad_proportion=0.07826, over 8337.96 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3332, pruned_loss=0.09417, over 2474789.12 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07979, over 21516.31 utterances.], batch size: 260, lr: 5.06e-04
2022-08-23 22:06:25,953 INFO [train.py:927] (4/8) Epoch 6, batch 25500, giga_loss[loss=0.2669, simple_loss=0.342, pruned_loss=0.0959, over 12448.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03413, over 86.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3338, pruned_loss=0.09478, over 2473814.71 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07518, over 19854.70 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3155, pruned_loss=0.08362, over 2467606.74 frames. utt_duration=1191 frames, utt_pad_proportion=0.07657, over 8298.23 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3339, pruned_loss=0.09493, over 2474749.28 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07582, over 20899.95 utterances.], batch size: 86, lr: 5.06e-04
2022-08-23 22:08:09,812 INFO [train.py:927] (4/8) Epoch 6, batch 25550, libri_loss[loss=0.2507, simple_loss=0.3186, pruned_loss=0.09142, over 12241.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02878, over 45.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3324, pruned_loss=0.09239, over 2474613.58 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07137, over 19917.37 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3154, pruned_loss=0.08358, over 2467904.78 frames. utt_duration=1192 frames, utt_pad_proportion=0.07541, over 8293.93 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3329, pruned_loss=0.09277, over 2475248.11 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07242, over 21028.67 utterances.], batch size: 45, lr: 5.06e-04
2022-08-23 22:09:51,731 INFO [train.py:927] (4/8) Epoch 6, batch 25600, libri_loss[loss=0.2261, simple_loss=0.3048, pruned_loss=0.07371, over 12319.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006224, over 36.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3312, pruned_loss=0.09141, over 2474340.46 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07321, over 19965.02 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3143, pruned_loss=0.08298, over 2467806.55 frames. utt_duration=1200 frames, utt_pad_proportion=0.07357, over 8236.49 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3332, pruned_loss=0.09255, over 2475190.81 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07457, over 21347.93 utterances.], batch size: 36, lr: 5.06e-04
2022-08-23 22:11:34,553 INFO [train.py:927] (4/8) Epoch 6, batch 25650, giga_loss[loss=0.2597, simple_loss=0.3322, pruned_loss=0.09366, over 12369.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05291, over 161.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3303, pruned_loss=0.09108, over 2474309.33 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07384, over 20310.47 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3142, pruned_loss=0.08291, over 2467661.57 frames. utt_duration=1200 frames, utt_pad_proportion=0.07279, over 8234.46 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3323, pruned_loss=0.09224, over 2475240.70 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07517, over 21677.18 utterances.], batch size: 161, lr: 5.06e-04
2022-08-23 22:13:22,342 INFO [train.py:927] (4/8) Epoch 6, batch 25700, giga_loss[loss=0.2579, simple_loss=0.3318, pruned_loss=0.09202, over 12365.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03149, over 58.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3276, pruned_loss=0.0903, over 2474608.99 frames. utt_duration=487 frames, utt_pad_proportion=0.08336, over 20387.46 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.314, pruned_loss=0.0826, over 2467781.03 frames. utt_duration=1195 frames, utt_pad_proportion=0.07479, over 8267.88 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.33, pruned_loss=0.09183, over 2475479.40 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08338, over 21861.13 utterances.], batch size: 58, lr: 5.06e-04
2022-08-23 22:15:09,475 INFO [train.py:927] (4/8) Epoch 6, batch 25750, giga_loss[loss=0.3019, simple_loss=0.3503, pruned_loss=0.1267, over 12385.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06993, over 211.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3271, pruned_loss=0.09121, over 2474672.82 frames. utt_duration=490.4 frames, utt_pad_proportion=0.0769, over 20244.98 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.314, pruned_loss=0.08272, over 2467968.57 frames. utt_duration=1197 frames, utt_pad_proportion=0.07374, over 8256.64 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3292, pruned_loss=0.09244, over 2475311.65 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07769, over 21630.25 utterances.], batch size: 211, lr: 5.06e-04
2022-08-23 22:16:51,671 INFO [train.py:927] (4/8) Epoch 6, batch 25800, giga_loss[loss=0.2139, simple_loss=0.3048, pruned_loss=0.06146, over 12338.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03321, over 97.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3254, pruned_loss=0.09048, over 2474524.49 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07946, over 20637.05 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3133, pruned_loss=0.08239, over 2468176.11 frames. utt_duration=1197 frames, utt_pad_proportion=0.07345, over 8261.25 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3281, pruned_loss=0.09202, over 2475049.26 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08005, over 22134.75 utterances.], batch size: 97, lr: 5.06e-04
2022-08-23 22:18:33,823 INFO [train.py:927] (4/8) Epoch 6, batch 25850, giga_loss[loss=0.2116, simple_loss=0.2984, pruned_loss=0.06242, over 12437.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03262, over 75.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3228, pruned_loss=0.08753, over 2474716.06 frames. utt_duration=476.3 frames, utt_pad_proportion=0.0776, over 20849.12 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3137, pruned_loss=0.08266, over 2468424.95 frames. utt_duration=1186 frames, utt_pad_proportion=0.07714, over 8333.87 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3248, pruned_loss=0.08863, over 2475016.01 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07709, over 22211.19 utterances.], batch size: 75, lr: 5.06e-04
2022-08-23 22:20:23,691 INFO [train.py:927] (4/8) Epoch 6, batch 25900, giga_loss[loss=0.2966, simple_loss=0.3476, pruned_loss=0.1228, over 12425.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06154, over 183.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3224, pruned_loss=0.0872, over 2474921.50 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07582, over 20467.81 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3141, pruned_loss=0.08253, over 2468424.05 frames. utt_duration=1181 frames, utt_pad_proportion=0.07946, over 8368.55 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3239, pruned_loss=0.08835, over 2475375.30 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07463, over 21923.26 utterances.], batch size: 183, lr: 5.06e-04
2022-08-23 22:22:07,525 INFO [train.py:927] (4/8) Epoch 6, batch 25950, giga_loss[loss=0.2594, simple_loss=0.3344, pruned_loss=0.09216, over 12404.00 frames. utt_duration=404.8 frames, utt_pad_proportion=0.0408, over 123.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3218, pruned_loss=0.08744, over 2474860.14 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0741, over 20800.20 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3141, pruned_loss=0.08246, over 2468451.02 frames. utt_duration=1183 frames, utt_pad_proportion=0.07885, over 8353.90 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3231, pruned_loss=0.08845, over 2475250.29 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07346, over 22070.27 utterances.], batch size: 123, lr: 5.06e-04
2022-08-23 22:23:50,436 INFO [train.py:927] (4/8) Epoch 6, batch 26000, giga_loss[loss=0.222, simple_loss=0.299, pruned_loss=0.07257, over 12328.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03224, over 85.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3239, pruned_loss=0.08863, over 2474575.94 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07461, over 21152.71 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3146, pruned_loss=0.08284, over 2468683.04 frames. utt_duration=1182 frames, utt_pad_proportion=0.07797, over 8368.36 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3247, pruned_loss=0.08926, over 2474894.73 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07424, over 22544.34 utterances.], batch size: 85, lr: 5.05e-04
2022-08-23 22:25:34,473 INFO [train.py:927] (4/8) Epoch 6, batch 26050, giga_loss[loss=0.2192, simple_loss=0.2946, pruned_loss=0.07194, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03624, over 40.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3244, pruned_loss=0.08992, over 2474308.20 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07805, over 21844.30 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3147, pruned_loss=0.08281, over 2468764.85 frames. utt_duration=1182 frames, utt_pad_proportion=0.07743, over 8364.92 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3251, pruned_loss=0.09054, over 2474568.74 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07779, over 23135.99 utterances.], batch size: 40, lr: 5.05e-04
2022-08-23 22:27:18,728 INFO [train.py:927] (4/8) Epoch 6, batch 26100, giga_loss[loss=0.2665, simple_loss=0.3383, pruned_loss=0.09731, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03014, over 85.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3258, pruned_loss=0.09019, over 2474469.58 frames. utt_duration=472 frames, utt_pad_proportion=0.07193, over 21034.70 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3146, pruned_loss=0.08277, over 2468860.05 frames. utt_duration=1185 frames, utt_pad_proportion=0.07624, over 8342.76 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3265, pruned_loss=0.09084, over 2474686.72 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07241, over 22305.56 utterances.], batch size: 85, lr: 5.05e-04
2022-08-23 22:29:05,265 INFO [train.py:927] (4/8) Epoch 6, batch 26150, giga_loss[loss=0.2439, simple_loss=0.3173, pruned_loss=0.08525, over 12444.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03312, over 86.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3261, pruned_loss=0.09058, over 2474749.83 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06871, over 20365.31 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3143, pruned_loss=0.08262, over 2469096.94 frames. utt_duration=1186 frames, utt_pad_proportion=0.07562, over 8339.11 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3273, pruned_loss=0.09142, over 2474843.64 frames. utt_duration=458.5 frames, utt_pad_proportion=0.06945, over 21660.43 utterances.], batch size: 86, lr: 5.05e-04
2022-08-23 22:30:55,440 INFO [train.py:927] (4/8) Epoch 6, batch 26200, giga_loss[loss=0.2569, simple_loss=0.3222, pruned_loss=0.09585, over 12373.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1903, over 363.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3282, pruned_loss=0.09091, over 2475153.68 frames. utt_duration=470.4 frames, utt_pad_proportion=0.06867, over 21112.21 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3144, pruned_loss=0.0826, over 2469116.78 frames. utt_duration=1189 frames, utt_pad_proportion=0.07451, over 8318.44 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3293, pruned_loss=0.09175, over 2475322.23 frames. utt_duration=443.9 frames, utt_pad_proportion=0.06958, over 22378.00 utterances.], batch size: 363, lr: 5.05e-04
2022-08-23 22:32:41,800 INFO [train.py:927] (4/8) Epoch 6, batch 26250, giga_loss[loss=0.27, simple_loss=0.3391, pruned_loss=0.1005, over 12430.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03631, over 123.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3269, pruned_loss=0.0898, over 2474736.29 frames. utt_duration=476 frames, utt_pad_proportion=0.06781, over 20857.70 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3146, pruned_loss=0.0826, over 2469248.62 frames. utt_duration=1189 frames, utt_pad_proportion=0.07398, over 8314.25 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3277, pruned_loss=0.09054, over 2474798.45 frames. utt_duration=451.9 frames, utt_pad_proportion=0.06875, over 21977.63 utterances.], batch size: 123, lr: 5.05e-04
2022-08-23 22:34:29,008 INFO [train.py:927] (4/8) Epoch 6, batch 26300, giga_loss[loss=0.2424, simple_loss=0.3191, pruned_loss=0.08287, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02938, over 42.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3267, pruned_loss=0.0904, over 2474681.93 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07189, over 21891.24 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3142, pruned_loss=0.08237, over 2469144.95 frames. utt_duration=1192 frames, utt_pad_proportion=0.07347, over 8294.15 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3277, pruned_loss=0.09123, over 2474863.39 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07257, over 22894.87 utterances.], batch size: 42, lr: 5.05e-04
2022-08-23 22:36:10,978 INFO [train.py:927] (4/8) Epoch 6, batch 26350, libri_loss[loss=0.2472, simple_loss=0.3239, pruned_loss=0.08524, over 12363.00 frames. utt_duration=435.4 frames, utt_pad_proportion=0.3187, over 114.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3257, pruned_loss=0.09094, over 2475065.26 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07828, over 22758.58 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3144, pruned_loss=0.0825, over 2469048.19 frames. utt_duration=1184 frames, utt_pad_proportion=0.07577, over 8351.92 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3266, pruned_loss=0.09167, over 2475439.54 frames. utt_duration=417.3 frames, utt_pad_proportion=0.07769, over 23812.38 utterances.], batch size: 114, lr: 5.05e-04
2022-08-23 22:37:55,351 INFO [train.py:927] (4/8) Epoch 6, batch 26400, libri_loss[loss=0.2568, simple_loss=0.3216, pruned_loss=0.09603, over 12334.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006736, over 33.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3263, pruned_loss=0.09204, over 2475084.16 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07885, over 22586.54 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3147, pruned_loss=0.08279, over 2469023.77 frames. utt_duration=1175 frames, utt_pad_proportion=0.07887, over 8417.03 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3268, pruned_loss=0.09243, over 2475461.75 frames. utt_duration=422.9 frames, utt_pad_proportion=0.0773, over 23493.98 utterances.], batch size: 33, lr: 5.05e-04
2022-08-23 22:39:37,361 INFO [train.py:927] (4/8) Epoch 6, batch 26450, giga_loss[loss=0.2268, simple_loss=0.3123, pruned_loss=0.07069, over 12218.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04068, over 28.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3268, pruned_loss=0.09245, over 2474974.48 frames. utt_duration=445.1 frames, utt_pad_proportion=0.0782, over 22314.66 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3145, pruned_loss=0.08272, over 2469125.57 frames. utt_duration=1168 frames, utt_pad_proportion=0.08249, over 8468.99 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3276, pruned_loss=0.09292, over 2475260.49 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0758, over 23168.69 utterances.], batch size: 28, lr: 5.05e-04
2022-08-23 22:41:22,383 INFO [train.py:927] (4/8) Epoch 6, batch 26500, giga_loss[loss=0.2724, simple_loss=0.3435, pruned_loss=0.1007, over 12376.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04172, over 133.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3269, pruned_loss=0.09239, over 2474876.68 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07343, over 21488.10 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.315, pruned_loss=0.0828, over 2469238.37 frames. utt_duration=1170 frames, utt_pad_proportion=0.08123, over 8449.78 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3272, pruned_loss=0.09286, over 2475105.08 frames. utt_duration=443 frames, utt_pad_proportion=0.07203, over 22425.03 utterances.], batch size: 133, lr: 5.05e-04
2022-08-23 22:43:11,184 INFO [train.py:927] (4/8) Epoch 6, batch 26550, giga_loss[loss=0.2714, simple_loss=0.3359, pruned_loss=0.1035, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04282, over 146.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3286, pruned_loss=0.0931, over 2475136.06 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07429, over 21773.68 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3157, pruned_loss=0.08278, over 2469516.68 frames. utt_duration=1170 frames, utt_pad_proportion=0.08017, over 8456.15 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3286, pruned_loss=0.09386, over 2475275.90 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07338, over 23018.97 utterances.], batch size: 146, lr: 5.05e-04
2022-08-23 22:44:51,833 INFO [train.py:927] (4/8) Epoch 6, batch 26600, giga_loss[loss=0.251, simple_loss=0.3334, pruned_loss=0.08433, over 12398.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02622, over 70.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3289, pruned_loss=0.09338, over 2474739.70 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07246, over 21200.63 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3159, pruned_loss=0.08292, over 2469674.15 frames. utt_duration=1162 frames, utt_pad_proportion=0.08274, over 8509.08 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3292, pruned_loss=0.09421, over 2474902.67 frames. utt_duration=439.8 frames, utt_pad_proportion=0.071, over 22583.39 utterances.], batch size: 70, lr: 5.04e-04
2022-08-23 22:46:30,455 INFO [train.py:927] (4/8) Epoch 6, batch 26650, giga_loss[loss=0.2501, simple_loss=0.3247, pruned_loss=0.08773, over 12415.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06195, over 183.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3303, pruned_loss=0.09512, over 2474320.57 frames. utt_duration=445.4 frames, utt_pad_proportion=0.084, over 22292.40 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3166, pruned_loss=0.08348, over 2469762.08 frames. utt_duration=1135 frames, utt_pad_proportion=0.08961, over 8715.16 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3305, pruned_loss=0.09573, over 2474572.47 frames. utt_duration=417.9 frames, utt_pad_proportion=0.07981, over 23768.06 utterances.], batch size: 183, lr: 5.04e-04
2022-08-23 22:47:16,292 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-23 22:49:46,870 INFO [train.py:927] (4/8) Epoch 7, batch 50, giga_loss[loss=0.2249, simple_loss=0.3086, pruned_loss=0.07059, over 12397.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07365, over 213.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3227, pruned_loss=0.07589, over 547891.53 frames. utt_duration=580.2 frames, utt_pad_proportion=0.04922, over 3787.10 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3065, pruned_loss=0.07239, over 48520.02 frames. utt_duration=1450 frames, utt_pad_proportion=0.0058, over 133.98 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.324, pruned_loss=0.0762, over 509401.76 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05052, over 3689.71 utterances.], batch size: 213, lr: 4.94e-04
2022-08-23 22:51:30,287 INFO [train.py:927] (4/8) Epoch 7, batch 100, libri_loss[loss=0.1987, simple_loss=0.2831, pruned_loss=0.05712, over 12281.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006565, over 32.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3029, pruned_loss=0.06834, over 974089.38 frames. utt_duration=572.7 frames, utt_pad_proportion=0.063, over 6821.57 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2937, pruned_loss=0.06394, over 131864.80 frames. utt_duration=1484 frames, utt_pad_proportion=0.009447, over 355.90 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3044, pruned_loss=0.06909, over 889791.07 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06528, over 6711.26 utterances.], batch size: 32, lr: 4.94e-04
2022-08-23 22:53:13,946 INFO [train.py:927] (4/8) Epoch 7, batch 150, giga_loss[loss=0.1713, simple_loss=0.247, pruned_loss=0.04786, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02711, over 45.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2871, pruned_loss=0.0615, over 1306310.20 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06023, over 9683.01 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2938, pruned_loss=0.06293, over 166720.16 frames. utt_duration=1430 frames, utt_pad_proportion=0.01182, over 466.97 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.287, pruned_loss=0.06165, over 1222110.22 frames. utt_duration=510 frames, utt_pad_proportion=0.06198, over 9613.92 utterances.], batch size: 45, lr: 4.94e-04
2022-08-23 22:54:52,620 INFO [train.py:927] (4/8) Epoch 7, batch 200, giga_loss[loss=0.1663, simple_loss=0.2491, pruned_loss=0.04177, over 12448.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03761, over 123.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2795, pruned_loss=0.05792, over 1564775.62 frames. utt_duration=545.2 frames, utt_pad_proportion=0.0597, over 11511.23 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3038, pruned_loss=0.06375, over 268064.26 frames. utt_duration=1401 frames, utt_pad_proportion=0.01389, over 765.98 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2765, pruned_loss=0.05738, over 1454672.53 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06198, over 11604.64 utterances.], batch size: 123, lr: 4.94e-04
2022-08-23 22:56:32,457 INFO [train.py:927] (4/8) Epoch 7, batch 250, giga_loss[loss=0.1901, simple_loss=0.2683, pruned_loss=0.05599, over 12409.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03553, over 113.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2731, pruned_loss=0.05516, over 1766566.92 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05366, over 12623.69 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2999, pruned_loss=0.0619, over 311670.78 frames. utt_duration=1425 frames, utt_pad_proportion=0.01301, over 875.82 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2705, pruned_loss=0.05475, over 1664970.80 frames. utt_duration=521.5 frames, utt_pad_proportion=0.05579, over 12808.35 utterances.], batch size: 113, lr: 4.93e-04
2022-08-23 22:58:15,062 INFO [train.py:927] (4/8) Epoch 7, batch 300, giga_loss[loss=0.1705, simple_loss=0.2485, pruned_loss=0.04626, over 12308.00 frames. utt_duration=795.5 frames, utt_pad_proportion=0.0322, over 62.00 utterances.], tot_loss[loss=0.1878, simple_loss=0.2685, pruned_loss=0.05351, over 1922911.69 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05849, over 13888.68 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3021, pruned_loss=0.06413, over 354012.92 frames. utt_duration=1416 frames, utt_pad_proportion=0.0134, over 1001.46 utterances.], giga_tot_loss[loss=0.1852, simple_loss=0.2654, pruned_loss=0.05255, over 1831579.14 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06031, over 14134.75 utterances.], batch size: 62, lr: 4.93e-04
2022-08-23 22:59:55,857 INFO [train.py:927] (4/8) Epoch 7, batch 350, giga_loss[loss=0.1691, simple_loss=0.245, pruned_loss=0.04654, over 12478.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03603, over 40.00 utterances.], tot_loss[loss=0.1865, simple_loss=0.2666, pruned_loss=0.05317, over 2045051.41 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06163, over 14695.17 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.302, pruned_loss=0.06492, over 437196.19 frames. utt_duration=1300 frames, utt_pad_proportion=0.04675, over 1346.35 utterances.], giga_tot_loss[loss=0.183, simple_loss=0.2626, pruned_loss=0.05177, over 1953662.22 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06119, over 15062.93 utterances.], batch size: 40, lr: 4.93e-04
2022-08-23 23:01:39,485 INFO [train.py:927] (4/8) Epoch 7, batch 400, giga_loss[loss=0.1717, simple_loss=0.244, pruned_loss=0.0497, over 12344.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05536, over 34.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2622, pruned_loss=0.05122, over 2139870.94 frames. utt_duration=580 frames, utt_pad_proportion=0.05844, over 14795.01 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3011, pruned_loss=0.06466, over 477411.19 frames. utt_duration=1314 frames, utt_pad_proportion=0.04369, over 1454.70 utterances.], giga_tot_loss[loss=0.1791, simple_loss=0.2584, pruned_loss=0.04988, over 2060724.68 frames. utt_duration=543 frames, utt_pad_proportion=0.05852, over 15221.25 utterances.], batch size: 34, lr: 4.93e-04
2022-08-23 23:03:18,668 INFO [train.py:927] (4/8) Epoch 7, batch 450, giga_loss[loss=0.1849, simple_loss=0.2593, pruned_loss=0.05523, over 12392.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06364, over 183.00 utterances.], tot_loss[loss=0.1796, simple_loss=0.2591, pruned_loss=0.05005, over 2213950.88 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06441, over 16022.62 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3002, pruned_loss=0.06474, over 545908.36 frames. utt_duration=1333 frames, utt_pad_proportion=0.0386, over 1640.04 utterances.], giga_tot_loss[loss=0.1758, simple_loss=0.2548, pruned_loss=0.04844, over 2141174.40 frames. utt_duration=516.2 frames, utt_pad_proportion=0.065, over 16640.52 utterances.], batch size: 183, lr: 4.93e-04
2022-08-23 23:05:02,259 INFO [train.py:927] (4/8) Epoch 7, batch 500, giga_loss[loss=0.2045, simple_loss=0.2997, pruned_loss=0.05461, over 12443.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03763, over 123.00 utterances.], tot_loss[loss=0.1853, simple_loss=0.2649, pruned_loss=0.05283, over 2271860.26 frames. utt_duration=528 frames, utt_pad_proportion=0.07218, over 17258.89 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3012, pruned_loss=0.0653, over 584390.10 frames. utt_duration=1281 frames, utt_pad_proportion=0.0548, over 1827.44 utterances.], giga_tot_loss[loss=0.1816, simple_loss=0.2607, pruned_loss=0.05125, over 2209786.54 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07116, over 17835.98 utterances.], batch size: 123, lr: 4.93e-04
2022-08-23 23:06:43,632 INFO [train.py:927] (4/8) Epoch 7, batch 550, giga_loss[loss=0.2423, simple_loss=0.3263, pruned_loss=0.07921, over 12416.00 frames. utt_duration=236.8 frames, utt_pad_proportion=0.06766, over 211.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2778, pruned_loss=0.05846, over 2316434.43 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06562, over 16950.08 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3002, pruned_loss=0.064, over 640025.46 frames. utt_duration=1273 frames, utt_pad_proportion=0.05464, over 2013.49 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2742, pruned_loss=0.05742, over 2262159.81 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06519, over 17651.68 utterances.], batch size: 211, lr: 4.93e-04
2022-08-23 23:08:28,496 INFO [train.py:927] (4/8) Epoch 7, batch 600, giga_loss[loss=0.2242, simple_loss=0.3121, pruned_loss=0.0682, over 12386.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02993, over 58.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2855, pruned_loss=0.06154, over 2351629.98 frames. utt_duration=535 frames, utt_pad_proportion=0.07124, over 17631.45 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3011, pruned_loss=0.06424, over 658406.88 frames. utt_duration=1256 frames, utt_pad_proportion=0.05584, over 2099.08 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2825, pruned_loss=0.0607, over 2307644.45 frames. utt_duration=507.4 frames, utt_pad_proportion=0.07071, over 18246.95 utterances.], batch size: 58, lr: 4.93e-04
2022-08-23 23:10:09,984 INFO [train.py:927] (4/8) Epoch 7, batch 650, libri_loss[loss=0.1989, simple_loss=0.2858, pruned_loss=0.05601, over 12136.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005242, over 32.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2897, pruned_loss=0.06308, over 2378692.24 frames. utt_duration=518.7 frames, utt_pad_proportion=0.07394, over 18395.89 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2997, pruned_loss=0.06369, over 702859.75 frames. utt_duration=1274 frames, utt_pad_proportion=0.05224, over 2209.48 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2875, pruned_loss=0.06257, over 2341654.12 frames. utt_duration=490.1 frames, utt_pad_proportion=0.074, over 19168.47 utterances.], batch size: 32, lr: 4.93e-04
2022-08-23 23:11:52,481 INFO [train.py:927] (4/8) Epoch 7, batch 700, giga_loss[loss=0.2145, simple_loss=0.3021, pruned_loss=0.06339, over 12429.00 frames. utt_duration=754.8 frames, utt_pad_proportion=0.0236, over 66.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2951, pruned_loss=0.06653, over 2400063.71 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07661, over 19476.96 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3005, pruned_loss=0.06444, over 738123.82 frames. utt_duration=1226 frames, utt_pad_proportion=0.06574, over 2411.95 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2931, pruned_loss=0.06596, over 2369061.28 frames. utt_duration=470.5 frames, utt_pad_proportion=0.0753, over 20206.07 utterances.], batch size: 66, lr: 4.93e-04
2022-08-23 23:13:36,759 INFO [train.py:927] (4/8) Epoch 7, batch 750, giga_loss[loss=0.2483, simple_loss=0.3316, pruned_loss=0.08249, over 12403.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04371, over 146.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2991, pruned_loss=0.06738, over 2416668.46 frames. utt_duration=512.1 frames, utt_pad_proportion=0.07181, over 18930.77 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3007, pruned_loss=0.06442, over 746890.20 frames. utt_duration=1230 frames, utt_pad_proportion=0.06495, over 2431.89 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2974, pruned_loss=0.06697, over 2392045.20 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07101, over 19561.84 utterances.], batch size: 146, lr: 4.93e-04
2022-08-23 23:15:18,709 INFO [train.py:927] (4/8) Epoch 7, batch 800, libri_loss[loss=0.1822, simple_loss=0.263, pruned_loss=0.05066, over 12168.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008812, over 30.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3011, pruned_loss=0.06737, over 2428110.48 frames. utt_duration=534.2 frames, utt_pad_proportion=0.07398, over 18231.97 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3012, pruned_loss=0.0641, over 797553.62 frames. utt_duration=1215 frames, utt_pad_proportion=0.07281, over 2629.18 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2997, pruned_loss=0.06724, over 2407482.86 frames. utt_duration=508 frames, utt_pad_proportion=0.07233, over 19010.66 utterances.], batch size: 30, lr: 4.93e-04
2022-08-23 23:17:00,995 INFO [train.py:927] (4/8) Epoch 7, batch 850, giga_loss[loss=0.2291, simple_loss=0.3171, pruned_loss=0.07051, over 12224.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03874, over 28.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3023, pruned_loss=0.06701, over 2436885.67 frames. utt_duration=558.5 frames, utt_pad_proportion=0.07004, over 17498.60 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3012, pruned_loss=0.06414, over 830834.53 frames. utt_duration=1224 frames, utt_pad_proportion=0.06949, over 2717.98 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3012, pruned_loss=0.06693, over 2419765.09 frames. utt_duration=530.1 frames, utt_pad_proportion=0.0693, over 18311.02 utterances.], batch size: 28, lr: 4.93e-04
2022-08-23 23:18:45,242 INFO [train.py:927] (4/8) Epoch 7, batch 900, giga_loss[loss=0.3165, simple_loss=0.363, pruned_loss=0.135, over 12410.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07661, over 213.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3027, pruned_loss=0.06716, over 2445216.64 frames. utt_duration=561.3 frames, utt_pad_proportion=0.07432, over 17470.36 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3003, pruned_loss=0.0637, over 887685.75 frames. utt_duration=1221 frames, utt_pad_proportion=0.06821, over 2912.16 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3021, pruned_loss=0.0673, over 2430211.27 frames. utt_duration=529.9 frames, utt_pad_proportion=0.07368, over 18396.45 utterances.], batch size: 213, lr: 4.92e-04
2022-08-23 23:20:25,516 INFO [train.py:927] (4/8) Epoch 7, batch 950, giga_loss[loss=0.2273, simple_loss=0.3086, pruned_loss=0.07302, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02968, over 48.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3049, pruned_loss=0.06944, over 2451428.58 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06823, over 16983.76 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3002, pruned_loss=0.06386, over 941870.24 frames. utt_duration=1211 frames, utt_pad_proportion=0.06751, over 3115.07 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3046, pruned_loss=0.06967, over 2439014.07 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06814, over 18001.19 utterances.], batch size: 48, lr: 4.92e-04
2022-08-23 23:22:09,667 INFO [train.py:927] (4/8) Epoch 7, batch 1000, giga_loss[loss=0.2225, simple_loss=0.3067, pruned_loss=0.06916, over 12369.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03416, over 104.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3058, pruned_loss=0.07112, over 2456226.76 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06541, over 17338.61 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3, pruned_loss=0.06368, over 972358.70 frames. utt_duration=1220 frames, utt_pad_proportion=0.06483, over 3193.16 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3058, pruned_loss=0.07151, over 2445946.63 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06592, over 18335.04 utterances.], batch size: 104, lr: 4.92e-04
2022-08-23 23:23:52,927 INFO [train.py:927] (4/8) Epoch 7, batch 1050, giga_loss[loss=0.2346, simple_loss=0.3087, pruned_loss=0.08026, over 12350.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3051, pruned_loss=0.07147, over 2459165.80 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06826, over 17587.67 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2987, pruned_loss=0.06312, over 1016260.59 frames. utt_duration=1235 frames, utt_pad_proportion=0.06138, over 3296.15 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3057, pruned_loss=0.07219, over 2451041.54 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06908, over 18675.63 utterances.], batch size: 91, lr: 4.92e-04
2022-08-23 23:25:35,679 INFO [train.py:927] (4/8) Epoch 7, batch 1100, giga_loss[loss=0.2163, simple_loss=0.3049, pruned_loss=0.06388, over 12365.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03228, over 62.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.304, pruned_loss=0.07035, over 2462633.68 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06382, over 17029.99 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3, pruned_loss=0.0639, over 1059382.65 frames. utt_duration=1215 frames, utt_pad_proportion=0.06733, over 3490.79 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3042, pruned_loss=0.07083, over 2455832.53 frames. utt_duration=544.4 frames, utt_pad_proportion=0.0639, over 18094.01 utterances.], batch size: 62, lr: 4.92e-04
2022-08-23 23:27:20,059 INFO [train.py:927] (4/8) Epoch 7, batch 1150, giga_loss[loss=0.1937, simple_loss=0.2799, pruned_loss=0.05379, over 12396.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.2998, pruned_loss=0.06839, over 2465281.43 frames. utt_duration=549 frames, utt_pad_proportion=0.06547, over 18010.55 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3, pruned_loss=0.06365, over 1094033.50 frames. utt_duration=1224 frames, utt_pad_proportion=0.06466, over 3578.54 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3, pruned_loss=0.069, over 2459946.97 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06591, over 19084.49 utterances.], batch size: 113, lr: 4.92e-04
2022-08-23 23:29:05,923 INFO [train.py:927] (4/8) Epoch 7, batch 1200, giga_loss[loss=0.2145, simple_loss=0.3025, pruned_loss=0.0633, over 12363.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05603, over 181.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2961, pruned_loss=0.06731, over 2467645.74 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06927, over 19321.80 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3005, pruned_loss=0.06378, over 1107884.32 frames. utt_duration=1221 frames, utt_pad_proportion=0.0642, over 3632.58 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.296, pruned_loss=0.06777, over 2463306.56 frames. utt_duration=487.8 frames, utt_pad_proportion=0.06953, over 20262.17 utterances.], batch size: 181, lr: 4.92e-04
2022-08-23 23:30:48,415 INFO [train.py:927] (4/8) Epoch 7, batch 1250, giga_loss[loss=0.1771, simple_loss=0.266, pruned_loss=0.04408, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02769, over 66.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2955, pruned_loss=0.06702, over 2468366.83 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06983, over 19209.27 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3, pruned_loss=0.06369, over 1141136.01 frames. utt_duration=1209 frames, utt_pad_proportion=0.06942, over 3781.06 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2955, pruned_loss=0.06749, over 2465260.96 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06913, over 20177.02 utterances.], batch size: 66, lr: 4.92e-04
2022-08-23 23:32:31,128 INFO [train.py:927] (4/8) Epoch 7, batch 1300, giga_loss[loss=0.1962, simple_loss=0.2726, pruned_loss=0.05996, over 12459.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03635, over 43.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2924, pruned_loss=0.06565, over 2469592.23 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06655, over 18159.16 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2986, pruned_loss=0.06315, over 1186793.95 frames. utt_duration=1229 frames, utt_pad_proportion=0.06595, over 3866.42 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2929, pruned_loss=0.06637, over 2467217.42 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06678, over 19346.42 utterances.], batch size: 43, lr: 4.92e-04
2022-08-23 23:34:12,451 INFO [train.py:927] (4/8) Epoch 7, batch 1350, giga_loss[loss=0.1854, simple_loss=0.2624, pruned_loss=0.05417, over 12444.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03707, over 31.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2895, pruned_loss=0.06439, over 2470661.80 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06315, over 17152.29 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2988, pruned_loss=0.06314, over 1237274.10 frames. utt_duration=1210 frames, utt_pad_proportion=0.07095, over 4094.65 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2894, pruned_loss=0.06504, over 2468673.65 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06239, over 18396.20 utterances.], batch size: 31, lr: 4.92e-04
2022-08-23 23:35:53,243 INFO [train.py:927] (4/8) Epoch 7, batch 1400, giga_loss[loss=0.1923, simple_loss=0.2659, pruned_loss=0.0594, over 12332.00 frames. utt_duration=914.9 frames, utt_pad_proportion=0.02252, over 54.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.286, pruned_loss=0.0633, over 2470343.35 frames. utt_duration=595.5 frames, utt_pad_proportion=0.06137, over 16636.26 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.298, pruned_loss=0.0629, over 1261468.65 frames. utt_duration=1220 frames, utt_pad_proportion=0.06902, over 4139.41 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2861, pruned_loss=0.06393, over 2469026.33 frames. utt_duration=556 frames, utt_pad_proportion=0.06119, over 17809.98 utterances.], batch size: 54, lr: 4.92e-04
2022-08-23 23:37:36,559 INFO [train.py:927] (4/8) Epoch 7, batch 1450, giga_loss[loss=0.2101, simple_loss=0.2832, pruned_loss=0.06847, over 12323.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03446, over 58.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2828, pruned_loss=0.0623, over 2470954.35 frames. utt_duration=623.7 frames, utt_pad_proportion=0.05673, over 15885.04 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2979, pruned_loss=0.063, over 1279677.09 frames. utt_duration=1227 frames, utt_pad_proportion=0.0676, over 4178.11 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2828, pruned_loss=0.06275, over 2469759.52 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05711, over 16941.45 utterances.], batch size: 58, lr: 4.92e-04
2022-08-23 23:39:18,092 INFO [train.py:927] (4/8) Epoch 7, batch 1500, giga_loss[loss=0.1733, simple_loss=0.2484, pruned_loss=0.04913, over 12370.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.04609, over 34.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2816, pruned_loss=0.06174, over 2471264.94 frames. utt_duration=617.9 frames, utt_pad_proportion=0.05606, over 16037.50 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2981, pruned_loss=0.06319, over 1303017.86 frames. utt_duration=1233 frames, utt_pad_proportion=0.0659, over 4231.08 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2813, pruned_loss=0.062, over 2470600.27 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05672, over 17045.45 utterances.], batch size: 34, lr: 4.92e-04
2022-08-23 23:41:02,963 INFO [train.py:927] (4/8) Epoch 7, batch 1550, giga_loss[loss=0.218, simple_loss=0.2951, pruned_loss=0.07047, over 12464.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0311, over 86.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.283, pruned_loss=0.06261, over 2472152.84 frames. utt_duration=608.9 frames, utt_pad_proportion=0.05757, over 16279.07 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2976, pruned_loss=0.06299, over 1325983.89 frames. utt_duration=1242 frames, utt_pad_proportion=0.06412, over 4277.14 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2826, pruned_loss=0.06287, over 2471821.57 frames. utt_duration=575 frames, utt_pad_proportion=0.05833, over 17240.09 utterances.], batch size: 86, lr: 4.91e-04
2022-08-23 23:42:46,702 INFO [train.py:927] (4/8) Epoch 7, batch 1600, libri_loss[loss=0.2117, simple_loss=0.305, pruned_loss=0.05919, over 12339.00 frames. utt_duration=1149 frames, utt_pad_proportion=0.02517, over 43.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2888, pruned_loss=0.06578, over 2471992.31 frames. utt_duration=596 frames, utt_pad_proportion=0.05851, over 16632.26 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2979, pruned_loss=0.0633, over 1370731.04 frames. utt_duration=1245 frames, utt_pad_proportion=0.062, over 4409.06 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2879, pruned_loss=0.06588, over 2471998.03 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05946, over 17725.62 utterances.], batch size: 43, lr: 4.91e-04
2022-08-23 23:44:27,451 INFO [train.py:927] (4/8) Epoch 7, batch 1650, giga_loss[loss=0.2244, simple_loss=0.3194, pruned_loss=0.06471, over 12348.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03568, over 104.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2944, pruned_loss=0.06843, over 2471637.75 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06193, over 17151.97 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2972, pruned_loss=0.06256, over 1413608.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.05874, over 4503.90 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2939, pruned_loss=0.06906, over 2472035.13 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06321, over 18406.29 utterances.], batch size: 104, lr: 4.91e-04
2022-08-23 23:46:10,387 INFO [train.py:927] (4/8) Epoch 7, batch 1700, giga_loss[loss=0.2619, simple_loss=0.3379, pruned_loss=0.09293, over 12405.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04405, over 146.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3001, pruned_loss=0.07053, over 2471669.14 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06429, over 17776.83 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2972, pruned_loss=0.06248, over 1439582.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.0568, over 4568.58 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2996, pruned_loss=0.07122, over 2472169.92 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06559, over 18994.03 utterances.], batch size: 146, lr: 4.91e-04
2022-08-23 23:47:52,996 INFO [train.py:927] (4/8) Epoch 7, batch 1750, giga_loss[loss=0.2007, simple_loss=0.2926, pruned_loss=0.05442, over 12469.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02967, over 75.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3042, pruned_loss=0.07136, over 2472821.89 frames. utt_duration=548 frames, utt_pad_proportion=0.06189, over 18097.96 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.297, pruned_loss=0.0623, over 1454761.11 frames. utt_duration=1267 frames, utt_pad_proportion=0.05577, over 4597.87 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3041, pruned_loss=0.07211, over 2473411.59 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06329, over 19207.31 utterances.], batch size: 75, lr: 4.91e-04
2022-08-23 23:49:35,109 INFO [train.py:927] (4/8) Epoch 7, batch 1800, giga_loss[loss=0.1928, simple_loss=0.2774, pruned_loss=0.05411, over 12193.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04104, over 28.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3019, pruned_loss=0.06883, over 2472833.71 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05796, over 17434.20 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2977, pruned_loss=0.06272, over 1484696.04 frames. utt_duration=1270 frames, utt_pad_proportion=0.05392, over 4681.87 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3015, pruned_loss=0.06942, over 2473537.54 frames. utt_duration=533.5 frames, utt_pad_proportion=0.0598, over 18598.98 utterances.], batch size: 28, lr: 4.91e-04
2022-08-23 23:51:20,557 INFO [train.py:927] (4/8) Epoch 7, batch 1850, giga_loss[loss=0.2357, simple_loss=0.3175, pruned_loss=0.07693, over 12353.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04082, over 145.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3036, pruned_loss=0.06976, over 2473150.18 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05761, over 17769.26 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2976, pruned_loss=0.06273, over 1489664.56 frames. utt_duration=1271 frames, utt_pad_proportion=0.05358, over 4692.46 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3034, pruned_loss=0.07024, over 2473678.96 frames. utt_duration=530 frames, utt_pad_proportion=0.05913, over 18721.97 utterances.], batch size: 145, lr: 4.91e-04
2022-08-23 23:53:10,097 INFO [train.py:927] (4/8) Epoch 7, batch 1900, giga_loss[loss=0.2305, simple_loss=0.3088, pruned_loss=0.07607, over 12403.00 frames. utt_duration=903.6 frames, utt_pad_proportion=0.03153, over 55.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3055, pruned_loss=0.07119, over 2472748.59 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05865, over 17890.24 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2976, pruned_loss=0.06285, over 1504482.14 frames. utt_duration=1276 frames, utt_pad_proportion=0.05261, over 4722.88 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3054, pruned_loss=0.07161, over 2473039.16 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06004, over 18795.33 utterances.], batch size: 55, lr: 4.91e-04
2022-08-23 23:54:53,970 INFO [train.py:927] (4/8) Epoch 7, batch 1950, giga_loss[loss=0.2415, simple_loss=0.3207, pruned_loss=0.08113, over 12458.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0363, over 105.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3081, pruned_loss=0.07302, over 2472941.84 frames. utt_duration=563 frames, utt_pad_proportion=0.05782, over 17616.00 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.298, pruned_loss=0.06297, over 1528454.54 frames. utt_duration=1273 frames, utt_pad_proportion=0.05163, over 4807.07 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.308, pruned_loss=0.07348, over 2473162.03 frames. utt_duration=534.9 frames, utt_pad_proportion=0.05927, over 18546.45 utterances.], batch size: 105, lr: 4.91e-04
2022-08-23 23:56:36,269 INFO [train.py:927] (4/8) Epoch 7, batch 2000, giga_loss[loss=0.2394, simple_loss=0.3268, pruned_loss=0.07604, over 12445.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04135, over 114.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3095, pruned_loss=0.07432, over 2473985.39 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05852, over 17797.67 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2983, pruned_loss=0.06314, over 1547230.33 frames. utt_duration=1273 frames, utt_pad_proportion=0.05083, over 4868.31 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3095, pruned_loss=0.07479, over 2474149.25 frames. utt_duration=530.6 frames, utt_pad_proportion=0.05986, over 18703.86 utterances.], batch size: 114, lr: 4.91e-04
2022-08-23 23:58:18,864 INFO [train.py:927] (4/8) Epoch 7, batch 2050, giga_loss[loss=0.2413, simple_loss=0.3157, pruned_loss=0.0835, over 12211.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03281, over 42.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3123, pruned_loss=0.07515, over 2473267.75 frames. utt_duration=560.8 frames, utt_pad_proportion=0.0589, over 17687.24 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2988, pruned_loss=0.06292, over 1574380.43 frames. utt_duration=1261 frames, utt_pad_proportion=0.05552, over 5001.63 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3123, pruned_loss=0.07592, over 2473637.51 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05877, over 18620.76 utterances.], batch size: 42, lr: 4.91e-04
2022-08-24 00:00:02,123 INFO [train.py:927] (4/8) Epoch 7, batch 2100, giga_loss[loss=0.214, simple_loss=0.304, pruned_loss=0.06203, over 12422.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03707, over 105.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3112, pruned_loss=0.07465, over 2472806.57 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06079, over 17539.15 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2983, pruned_loss=0.06288, over 1587654.79 frames. utt_duration=1266 frames, utt_pad_proportion=0.05465, over 5022.50 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3117, pruned_loss=0.07543, over 2473237.10 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06083, over 18423.04 utterances.], batch size: 105, lr: 4.91e-04
2022-08-24 00:01:42,752 INFO [train.py:927] (4/8) Epoch 7, batch 2150, giga_loss[loss=0.2425, simple_loss=0.3241, pruned_loss=0.08042, over 12402.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05041, over 161.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3096, pruned_loss=0.07422, over 2472912.20 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06273, over 17388.08 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.298, pruned_loss=0.06287, over 1613771.52 frames. utt_duration=1272 frames, utt_pad_proportion=0.05274, over 5079.14 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3105, pruned_loss=0.07517, over 2473364.63 frames. utt_duration=539.9 frames, utt_pad_proportion=0.0632, over 18374.86 utterances.], batch size: 161, lr: 4.91e-04
2022-08-24 00:03:25,024 INFO [train.py:927] (4/8) Epoch 7, batch 2200, libri_loss[loss=0.1888, simple_loss=0.2762, pruned_loss=0.05074, over 12409.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007629, over 30.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3098, pruned_loss=0.07457, over 2473236.47 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05829, over 16800.93 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2979, pruned_loss=0.06283, over 1626487.68 frames. utt_duration=1276 frames, utt_pad_proportion=0.05183, over 5104.80 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3108, pruned_loss=0.07551, over 2473695.97 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05917, over 17726.56 utterances.], batch size: 30, lr: 4.90e-04
2022-08-24 00:05:08,161 INFO [train.py:927] (4/8) Epoch 7, batch 2250, giga_loss[loss=0.2478, simple_loss=0.3273, pruned_loss=0.08416, over 12373.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.0397, over 145.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3092, pruned_loss=0.07367, over 2472439.51 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06062, over 16684.03 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2977, pruned_loss=0.06285, over 1638965.64 frames. utt_duration=1279 frames, utt_pad_proportion=0.05099, over 5133.10 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3101, pruned_loss=0.07455, over 2472925.99 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06147, over 17544.57 utterances.], batch size: 145, lr: 4.90e-04
2022-08-24 00:06:52,150 INFO [train.py:927] (4/8) Epoch 7, batch 2300, giga_loss[loss=0.2501, simple_loss=0.3172, pruned_loss=0.09148, over 12322.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.02715, over 79.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.31, pruned_loss=0.07484, over 2472017.19 frames. utt_duration=622.4 frames, utt_pad_proportion=0.05782, over 15925.19 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2979, pruned_loss=0.063, over 1663512.13 frames. utt_duration=1284 frames, utt_pad_proportion=0.04982, over 5189.21 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3111, pruned_loss=0.07577, over 2472541.40 frames. utt_duration=587.8 frames, utt_pad_proportion=0.0591, over 16868.05 utterances.], batch size: 79, lr: 4.90e-04
2022-08-24 00:08:33,702 INFO [train.py:927] (4/8) Epoch 7, batch 2350, giga_loss[loss=0.2276, simple_loss=0.3076, pruned_loss=0.07374, over 12343.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02991, over 91.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.31, pruned_loss=0.07643, over 2471975.17 frames. utt_duration=635.6 frames, utt_pad_proportion=0.05691, over 15592.57 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2989, pruned_loss=0.06423, over 1687344.62 frames. utt_duration=1288 frames, utt_pad_proportion=0.04864, over 5247.94 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3105, pruned_loss=0.07677, over 2472499.00 frames. utt_duration=598 frames, utt_pad_proportion=0.05847, over 16579.24 utterances.], batch size: 91, lr: 4.90e-04
2022-08-24 00:10:15,553 INFO [train.py:927] (4/8) Epoch 7, batch 2400, giga_loss[loss=0.2329, simple_loss=0.307, pruned_loss=0.07936, over 12130.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04342, over 33.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3089, pruned_loss=0.07655, over 2471379.08 frames. utt_duration=633.3 frames, utt_pad_proportion=0.05979, over 15646.37 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.299, pruned_loss=0.06448, over 1714191.32 frames. utt_duration=1291 frames, utt_pad_proportion=0.04731, over 5317.93 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3096, pruned_loss=0.07705, over 2471966.48 frames. utt_duration=593.5 frames, utt_pad_proportion=0.06151, over 16703.67 utterances.], batch size: 33, lr: 4.90e-04
2022-08-24 00:11:59,120 INFO [train.py:927] (4/8) Epoch 7, batch 2450, giga_loss[loss=0.2154, simple_loss=0.2982, pruned_loss=0.06637, over 12428.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.0333, over 75.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.307, pruned_loss=0.07571, over 2471779.53 frames. utt_duration=637.5 frames, utt_pad_proportion=0.06, over 15545.33 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2997, pruned_loss=0.06486, over 1733077.77 frames. utt_duration=1274 frames, utt_pad_proportion=0.05252, over 5448.88 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3073, pruned_loss=0.07615, over 2472114.28 frames. utt_duration=600.3 frames, utt_pad_proportion=0.06017, over 16512.88 utterances.], batch size: 75, lr: 4.90e-04
2022-08-24 00:13:39,938 INFO [train.py:927] (4/8) Epoch 7, batch 2500, giga_loss[loss=0.2122, simple_loss=0.2882, pruned_loss=0.06811, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03214, over 97.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.303, pruned_loss=0.07402, over 2471733.66 frames. utt_duration=639 frames, utt_pad_proportion=0.05728, over 15508.57 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.299, pruned_loss=0.06458, over 1754569.56 frames. utt_duration=1282 frames, utt_pad_proportion=0.05109, over 5480.00 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3039, pruned_loss=0.07483, over 2472381.87 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05807, over 16531.19 utterances.], batch size: 97, lr: 4.90e-04
2022-08-24 00:15:22,352 INFO [train.py:927] (4/8) Epoch 7, batch 2550, giga_loss[loss=0.2182, simple_loss=0.3115, pruned_loss=0.06246, over 12376.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04004, over 113.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3006, pruned_loss=0.07239, over 2472365.88 frames. utt_duration=632.4 frames, utt_pad_proportion=0.05818, over 15675.65 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2991, pruned_loss=0.06463, over 1786419.57 frames. utt_duration=1288 frames, utt_pad_proportion=0.04884, over 5555.25 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3013, pruned_loss=0.07337, over 2472678.79 frames. utt_duration=588.5 frames, utt_pad_proportion=0.05956, over 16850.88 utterances.], batch size: 113, lr: 4.90e-04
2022-08-24 00:17:04,908 INFO [train.py:927] (4/8) Epoch 7, batch 2600, giga_loss[loss=0.1903, simple_loss=0.2693, pruned_loss=0.05567, over 12307.00 frames. utt_duration=967.2 frames, utt_pad_proportion=0.03566, over 51.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3007, pruned_loss=0.07168, over 2472874.24 frames. utt_duration=607.2 frames, utt_pad_proportion=0.05951, over 16332.06 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2996, pruned_loss=0.06498, over 1813588.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.053, over 5684.50 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3011, pruned_loss=0.0725, over 2472941.92 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05944, over 17518.97 utterances.], batch size: 51, lr: 4.90e-04
2022-08-24 00:18:46,634 INFO [train.py:927] (4/8) Epoch 7, batch 2650, giga_loss[loss=0.2191, simple_loss=0.2951, pruned_loss=0.07155, over 12273.00 frames. utt_duration=964.2 frames, utt_pad_proportion=0.03677, over 51.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3011, pruned_loss=0.07094, over 2473390.90 frames. utt_duration=589.7 frames, utt_pad_proportion=0.06157, over 16821.29 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3, pruned_loss=0.06524, over 1845815.07 frames. utt_duration=1281 frames, utt_pad_proportion=0.05073, over 5768.35 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3011, pruned_loss=0.07172, over 2473460.32 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06224, over 18230.54 utterances.], batch size: 51, lr: 4.90e-04
2022-08-24 00:20:27,891 INFO [train.py:927] (4/8) Epoch 7, batch 2700, libri_loss[loss=0.2411, simple_loss=0.319, pruned_loss=0.08166, over 12435.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01483, over 40.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.2997, pruned_loss=0.06925, over 2474404.93 frames. utt_duration=580.3 frames, utt_pad_proportion=0.0583, over 17101.35 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3001, pruned_loss=0.06542, over 1864502.26 frames. utt_duration=1287 frames, utt_pad_proportion=0.04922, over 5800.96 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2996, pruned_loss=0.06987, over 2474390.95 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05958, over 18510.30 utterances.], batch size: 40, lr: 4.90e-04
2022-08-24 00:22:07,321 INFO [train.py:927] (4/8) Epoch 7, batch 2750, libri_loss[loss=0.2037, simple_loss=0.2991, pruned_loss=0.05411, over 12307.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00569, over 35.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2988, pruned_loss=0.06836, over 2474461.26 frames. utt_duration=583.1 frames, utt_pad_proportion=0.05772, over 17017.76 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3001, pruned_loss=0.06533, over 1879233.17 frames. utt_duration=1290 frames, utt_pad_proportion=0.04799, over 5831.68 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.2987, pruned_loss=0.069, over 2474788.66 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05924, over 18376.13 utterances.], batch size: 35, lr: 4.90e-04
2022-08-24 00:23:48,945 INFO [train.py:927] (4/8) Epoch 7, batch 2800, giga_loss[loss=0.2079, simple_loss=0.2841, pruned_loss=0.06587, over 12347.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04566, over 26.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.2999, pruned_loss=0.06922, over 2474047.68 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06339, over 17487.77 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3005, pruned_loss=0.06562, over 1882198.00 frames. utt_duration=1272 frames, utt_pad_proportion=0.05471, over 5925.52 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.2996, pruned_loss=0.06953, over 2474312.39 frames. utt_duration=536 frames, utt_pad_proportion=0.06233, over 18516.40 utterances.], batch size: 26, lr: 4.90e-04
2022-08-24 00:25:30,262 INFO [train.py:927] (4/8) Epoch 7, batch 2850, giga_loss[loss=0.2173, simple_loss=0.3096, pruned_loss=0.06255, over 12367.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02841, over 70.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3022, pruned_loss=0.06979, over 2473082.31 frames. utt_duration=585.5 frames, utt_pad_proportion=0.06114, over 16940.29 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3014, pruned_loss=0.06567, over 1896688.38 frames. utt_duration=1277 frames, utt_pad_proportion=0.05335, over 5947.10 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3014, pruned_loss=0.07009, over 2473421.60 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06087, over 17990.80 utterances.], batch size: 70, lr: 4.89e-04
2022-08-24 00:27:10,050 INFO [train.py:927] (4/8) Epoch 7, batch 2900, giga_loss[loss=0.2239, simple_loss=0.3054, pruned_loss=0.07121, over 12340.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03273, over 85.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3036, pruned_loss=0.06983, over 2473772.07 frames. utt_duration=597.7 frames, utt_pad_proportion=0.05814, over 16597.26 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3021, pruned_loss=0.06625, over 1924754.97 frames. utt_duration=1261 frames, utt_pad_proportion=0.05694, over 6112.30 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3024, pruned_loss=0.06983, over 2474212.98 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05696, over 17804.05 utterances.], batch size: 85, lr: 4.89e-04
2022-08-24 00:28:50,879 INFO [train.py:927] (4/8) Epoch 7, batch 2950, giga_loss[loss=0.1946, simple_loss=0.2747, pruned_loss=0.05727, over 12193.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03048, over 36.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3038, pruned_loss=0.06984, over 2474330.08 frames. utt_duration=619.6 frames, utt_pad_proportion=0.05382, over 16012.41 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3021, pruned_loss=0.06635, over 1935805.11 frames. utt_duration=1263 frames, utt_pad_proportion=0.05595, over 6135.91 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3029, pruned_loss=0.06984, over 2474553.93 frames. utt_duration=579.4 frames, utt_pad_proportion=0.05341, over 17127.24 utterances.], batch size: 36, lr: 4.89e-04
2022-08-24 00:30:32,065 INFO [train.py:927] (4/8) Epoch 7, batch 3000, giga_loss[loss=0.2321, simple_loss=0.313, pruned_loss=0.07562, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0387, over 113.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3013, pruned_loss=0.0692, over 2473146.82 frames. utt_duration=620.5 frames, utt_pad_proportion=0.05023, over 15981.80 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3021, pruned_loss=0.0665, over 1943552.34 frames. utt_duration=1267 frames, utt_pad_proportion=0.05531, over 6142.88 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3006, pruned_loss=0.06912, over 2473590.54 frames. utt_duration=583.5 frames, utt_pad_proportion=0.05029, over 17000.56 utterances.], batch size: 113, lr: 4.89e-04
2022-08-24 00:30:32,066 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 00:30:45,389 INFO [train.py:967] (4/8) Epoch 7, validation: loss=0.2032, simple_loss=0.3012, pruned_loss=0.05258, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 00:32:22,030 INFO [train.py:927] (4/8) Epoch 7, batch 3050, giga_loss[loss=0.179, simple_loss=0.2696, pruned_loss=0.04423, over 12360.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03136, over 62.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3004, pruned_loss=0.06878, over 2472428.49 frames. utt_duration=601.6 frames, utt_pad_proportion=0.05277, over 16480.43 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3019, pruned_loss=0.06644, over 1948606.25 frames. utt_duration=1271 frames, utt_pad_proportion=0.05486, over 6140.45 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3, pruned_loss=0.06879, over 2472966.86 frames. utt_duration=571 frames, utt_pad_proportion=0.05282, over 17369.80 utterances.], batch size: 62, lr: 4.89e-04
2022-08-24 00:34:01,222 INFO [train.py:927] (4/8) Epoch 7, batch 3100, giga_loss[loss=0.2261, simple_loss=0.3139, pruned_loss=0.06916, over 12359.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04127, over 113.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3024, pruned_loss=0.06924, over 2472814.49 frames. utt_duration=576.4 frames, utt_pad_proportion=0.0519, over 17206.44 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3022, pruned_loss=0.06641, over 1951061.22 frames. utt_duration=1273 frames, utt_pad_proportion=0.05463, over 6139.74 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3019, pruned_loss=0.06927, over 2473371.60 frames. utt_duration=552.8 frames, utt_pad_proportion=0.05203, over 17945.75 utterances.], batch size: 113, lr: 4.89e-04
2022-08-24 00:35:39,484 INFO [train.py:927] (4/8) Epoch 7, batch 3150, giga_loss[loss=0.2741, simple_loss=0.3331, pruned_loss=0.1075, over 12330.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1915, over 363.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3019, pruned_loss=0.07004, over 2472401.79 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05977, over 17981.18 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.303, pruned_loss=0.06675, over 1963723.49 frames. utt_duration=1272 frames, utt_pad_proportion=0.05451, over 6182.19 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3009, pruned_loss=0.0699, over 2473053.55 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05959, over 18776.08 utterances.], batch size: 363, lr: 4.89e-04
2022-08-24 00:37:17,612 INFO [train.py:927] (4/8) Epoch 7, batch 3200, giga_loss[loss=0.1883, simple_loss=0.2753, pruned_loss=0.05061, over 12377.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02759, over 70.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.2996, pruned_loss=0.06936, over 2472196.94 frames. utt_duration=562.8 frames, utt_pad_proportion=0.05721, over 17619.42 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3037, pruned_loss=0.06696, over 1976219.37 frames. utt_duration=1271 frames, utt_pad_proportion=0.05421, over 6225.36 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.2983, pruned_loss=0.06918, over 2472813.57 frames. utt_duration=537 frames, utt_pad_proportion=0.05729, over 18470.34 utterances.], batch size: 70, lr: 4.89e-04
2022-08-24 00:38:57,869 INFO [train.py:927] (4/8) Epoch 7, batch 3250, giga_loss[loss=0.2101, simple_loss=0.2917, pruned_loss=0.06421, over 12412.00 frames. utt_duration=547.3 frames, utt_pad_proportion=0.02449, over 91.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2973, pruned_loss=0.06853, over 2472769.46 frames. utt_duration=562 frames, utt_pad_proportion=0.05875, over 17647.65 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3036, pruned_loss=0.06688, over 1990846.69 frames. utt_duration=1256 frames, utt_pad_proportion=0.05874, over 6349.42 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2962, pruned_loss=0.06851, over 2473332.22 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05751, over 18516.41 utterances.], batch size: 91, lr: 4.89e-04
2022-08-24 00:40:38,004 INFO [train.py:927] (4/8) Epoch 7, batch 3300, giga_loss[loss=0.1891, simple_loss=0.2749, pruned_loss=0.05161, over 12449.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03717, over 105.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2941, pruned_loss=0.0673, over 2473578.42 frames. utt_duration=574.9 frames, utt_pad_proportion=0.05695, over 17256.29 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.304, pruned_loss=0.06722, over 2003019.14 frames. utt_duration=1243 frames, utt_pad_proportion=0.06291, over 6453.79 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2927, pruned_loss=0.06705, over 2473805.18 frames. utt_duration=547.8 frames, utt_pad_proportion=0.05471, over 18112.00 utterances.], batch size: 105, lr: 4.89e-04
2022-08-24 00:42:17,034 INFO [train.py:927] (4/8) Epoch 7, batch 3350, giga_loss[loss=0.2228, simple_loss=0.3011, pruned_loss=0.07224, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03846, over 113.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2947, pruned_loss=0.06745, over 2473549.52 frames. utt_duration=569 frames, utt_pad_proportion=0.05793, over 17434.20 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3036, pruned_loss=0.06693, over 2016938.48 frames. utt_duration=1251 frames, utt_pad_proportion=0.0612, over 6458.19 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2937, pruned_loss=0.06749, over 2473770.21 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05665, over 18412.95 utterances.], batch size: 113, lr: 4.89e-04
2022-08-24 00:43:56,926 INFO [train.py:927] (4/8) Epoch 7, batch 3400, libri_loss[loss=0.2517, simple_loss=0.3324, pruned_loss=0.0855, over 12436.00 frames. utt_duration=412.7 frames, utt_pad_proportion=0.3572, over 121.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2961, pruned_loss=0.06778, over 2472734.86 frames. utt_duration=592.1 frames, utt_pad_proportion=0.05742, over 16748.57 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3031, pruned_loss=0.06692, over 2034529.49 frames. utt_duration=1241 frames, utt_pad_proportion=0.06588, over 6566.70 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2953, pruned_loss=0.06781, over 2473208.71 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05452, over 17816.57 utterances.], batch size: 121, lr: 4.89e-04
2022-08-24 00:45:36,710 INFO [train.py:927] (4/8) Epoch 7, batch 3450, giga_loss[loss=0.2282, simple_loss=0.3114, pruned_loss=0.07247, over 12406.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07252, over 212.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2983, pruned_loss=0.06823, over 2473990.19 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05812, over 17417.74 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3032, pruned_loss=0.06683, over 2043283.95 frames. utt_duration=1237 frames, utt_pad_proportion=0.06584, over 6615.27 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2974, pruned_loss=0.06833, over 2474331.74 frames. utt_duration=539.1 frames, utt_pad_proportion=0.0558, over 18411.22 utterances.], batch size: 212, lr: 4.89e-04
2022-08-24 00:47:22,654 INFO [train.py:927] (4/8) Epoch 7, batch 3500, giga_loss[loss=0.3426, simple_loss=0.3805, pruned_loss=0.1523, over 12373.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09845, over 256.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.303, pruned_loss=0.07176, over 2473896.71 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06096, over 17890.17 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3031, pruned_loss=0.06679, over 2045253.53 frames. utt_duration=1238 frames, utt_pad_proportion=0.06554, over 6615.20 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3024, pruned_loss=0.07188, over 2474323.91 frames. utt_duration=530.3 frames, utt_pad_proportion=0.05912, over 18714.90 utterances.], batch size: 256, lr: 4.88e-04
2022-08-24 00:49:04,629 INFO [train.py:927] (4/8) Epoch 7, batch 3550, giga_loss[loss=0.355, simple_loss=0.3833, pruned_loss=0.1633, over 12348.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.196, over 365.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3125, pruned_loss=0.07794, over 2474256.45 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06928, over 19260.05 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3047, pruned_loss=0.06729, over 2055914.79 frames. utt_duration=1241 frames, utt_pad_proportion=0.06399, over 6634.63 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3109, pruned_loss=0.07784, over 2474526.10 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06803, over 20163.07 utterances.], batch size: 365, lr: 4.88e-04
2022-08-24 00:50:48,018 INFO [train.py:927] (4/8) Epoch 7, batch 3600, giga_loss[loss=0.2741, simple_loss=0.3575, pruned_loss=0.09539, over 12421.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05497, over 162.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3193, pruned_loss=0.08386, over 2474548.05 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07656, over 20191.67 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3044, pruned_loss=0.06706, over 2062231.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.0631, over 6640.13 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3185, pruned_loss=0.08416, over 2474690.96 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07567, over 21085.96 utterances.], batch size: 162, lr: 4.88e-04
2022-08-24 00:52:33,671 INFO [train.py:927] (4/8) Epoch 7, batch 3650, giga_loss[loss=0.2392, simple_loss=0.3159, pruned_loss=0.08123, over 12369.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03091, over 51.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3241, pruned_loss=0.08779, over 2474216.67 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07771, over 20599.59 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3046, pruned_loss=0.06718, over 2066450.01 frames. utt_duration=1245 frames, utt_pad_proportion=0.06248, over 6648.70 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3235, pruned_loss=0.08811, over 2474231.66 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0772, over 21420.71 utterances.], batch size: 51, lr: 4.88e-04
2022-08-24 00:54:19,656 INFO [train.py:927] (4/8) Epoch 7, batch 3700, giga_loss[loss=0.3559, simple_loss=0.384, pruned_loss=0.1639, over 12354.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1997, over 367.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3279, pruned_loss=0.09146, over 2473907.02 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07847, over 20848.00 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3048, pruned_loss=0.06727, over 2076280.06 frames. utt_duration=1246 frames, utt_pad_proportion=0.06122, over 6676.10 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3277, pruned_loss=0.09213, over 2474161.42 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07851, over 21786.73 utterances.], batch size: 367, lr: 4.88e-04
2022-08-24 00:56:07,682 INFO [train.py:927] (4/8) Epoch 7, batch 3750, libri_loss[loss=0.2556, simple_loss=0.3335, pruned_loss=0.08885, over 12456.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005762, over 35.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3327, pruned_loss=0.09533, over 2474095.04 frames. utt_duration=469.6 frames, utt_pad_proportion=0.0765, over 21141.11 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.305, pruned_loss=0.06743, over 2086305.83 frames. utt_duration=1247 frames, utt_pad_proportion=0.05986, over 6698.91 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.333, pruned_loss=0.09635, over 2474122.63 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07711, over 22195.76 utterances.], batch size: 35, lr: 4.88e-04
2022-08-24 00:57:53,400 INFO [train.py:927] (4/8) Epoch 7, batch 3800, giga_loss[loss=0.2629, simple_loss=0.3314, pruned_loss=0.09719, over 12411.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02478, over 48.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3338, pruned_loss=0.09694, over 2473627.38 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07904, over 21266.96 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3046, pruned_loss=0.06718, over 2097171.54 frames. utt_duration=1252 frames, utt_pad_proportion=0.05879, over 6709.69 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3351, pruned_loss=0.09874, over 2474237.61 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07989, over 22505.60 utterances.], batch size: 48, lr: 4.88e-04
2022-08-24 00:59:38,990 INFO [train.py:927] (4/8) Epoch 7, batch 3850, giga_loss[loss=0.2934, simple_loss=0.3629, pruned_loss=0.112, over 12377.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0352, over 122.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3351, pruned_loss=0.09766, over 2473700.99 frames. utt_duration=465 frames, utt_pad_proportion=0.08048, over 21343.60 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3045, pruned_loss=0.06714, over 2104332.79 frames. utt_duration=1256 frames, utt_pad_proportion=0.05774, over 6709.49 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3368, pruned_loss=0.09963, over 2474464.84 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08145, over 22578.67 utterances.], batch size: 122, lr: 4.88e-04
2022-08-24 01:01:28,908 INFO [train.py:927] (4/8) Epoch 7, batch 3900, giga_loss[loss=0.3325, simple_loss=0.3589, pruned_loss=0.1531, over 12331.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 368.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3372, pruned_loss=0.0986, over 2473845.28 frames. utt_duration=453.8 frames, utt_pad_proportion=0.08296, over 21875.99 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3052, pruned_loss=0.06759, over 2111515.17 frames. utt_duration=1260 frames, utt_pad_proportion=0.05671, over 6711.30 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3386, pruned_loss=0.1004, over 2474609.90 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08398, over 23131.28 utterances.], batch size: 368, lr: 4.88e-04
2022-08-24 01:03:14,819 INFO [train.py:927] (4/8) Epoch 7, batch 3950, giga_loss[loss=0.2286, simple_loss=0.3141, pruned_loss=0.0716, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03258, over 39.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3359, pruned_loss=0.09604, over 2474204.09 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07762, over 21571.52 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3062, pruned_loss=0.06779, over 2120521.61 frames. utt_duration=1259 frames, utt_pad_proportion=0.05588, over 6743.04 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3368, pruned_loss=0.09798, over 2474800.69 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07913, over 22881.25 utterances.], batch size: 39, lr: 4.88e-04
2022-08-24 01:05:03,568 INFO [train.py:927] (4/8) Epoch 7, batch 4000, giga_loss[loss=0.2309, simple_loss=0.315, pruned_loss=0.07346, over 12320.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03344, over 51.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3324, pruned_loss=0.09336, over 2474323.01 frames. utt_duration=455.3 frames, utt_pad_proportion=0.08018, over 21808.66 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3061, pruned_loss=0.06771, over 2123856.75 frames. utt_duration=1259 frames, utt_pad_proportion=0.0557, over 6757.52 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3335, pruned_loss=0.09519, over 2474969.69 frames. utt_duration=432.7 frames, utt_pad_proportion=0.08134, over 22957.19 utterances.], batch size: 51, lr: 4.88e-04
2022-08-24 01:06:47,081 INFO [train.py:927] (4/8) Epoch 7, batch 4050, libri_loss[loss=0.2284, simple_loss=0.3171, pruned_loss=0.06991, over 12406.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02225, over 43.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3303, pruned_loss=0.09207, over 2474848.38 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07917, over 21829.57 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3059, pruned_loss=0.06754, over 2135640.92 frames. utt_duration=1261 frames, utt_pad_proportion=0.05438, over 6782.80 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3322, pruned_loss=0.09449, over 2475661.57 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08079, over 23223.29 utterances.], batch size: 43, lr: 4.88e-04
2022-08-24 01:08:35,003 INFO [train.py:927] (4/8) Epoch 7, batch 4100, giga_loss[loss=0.2485, simple_loss=0.3352, pruned_loss=0.08091, over 12219.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03235, over 42.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3299, pruned_loss=0.09136, over 2473806.60 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07845, over 20951.20 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.306, pruned_loss=0.06786, over 2148755.02 frames. utt_duration=1253 frames, utt_pad_proportion=0.05743, over 6867.98 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3322, pruned_loss=0.09396, over 2474655.73 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07942, over 22537.21 utterances.], batch size: 42, lr: 4.88e-04
2022-08-24 01:10:24,905 INFO [train.py:927] (4/8) Epoch 7, batch 4150, giga_loss[loss=0.2385, simple_loss=0.3132, pruned_loss=0.08192, over 12470.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04338, over 34.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3284, pruned_loss=0.08869, over 2473977.33 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07894, over 20564.03 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3057, pruned_loss=0.06777, over 2163101.44 frames. utt_duration=1257 frames, utt_pad_proportion=0.0561, over 6893.45 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3315, pruned_loss=0.09178, over 2474683.31 frames. utt_duration=443.2 frames, utt_pad_proportion=0.08034, over 22406.54 utterances.], batch size: 34, lr: 4.88e-04
2022-08-24 01:12:08,480 INFO [train.py:927] (4/8) Epoch 7, batch 4200, giga_loss[loss=0.257, simple_loss=0.3393, pruned_loss=0.08732, over 12326.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.03468, over 58.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3283, pruned_loss=0.08766, over 2473267.58 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07631, over 20377.70 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3052, pruned_loss=0.06756, over 2177264.51 frames. utt_duration=1244 frames, utt_pad_proportion=0.06007, over 7010.59 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3323, pruned_loss=0.09128, over 2474788.51 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07678, over 22393.95 utterances.], batch size: 58, lr: 4.87e-04
2022-08-24 01:13:54,738 INFO [train.py:927] (4/8) Epoch 7, batch 4250, giga_loss[loss=0.2228, simple_loss=0.2996, pruned_loss=0.07303, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02901, over 48.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3274, pruned_loss=0.08778, over 2473605.49 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07404, over 20410.06 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3055, pruned_loss=0.06785, over 2180125.08 frames. utt_duration=1231 frames, utt_pad_proportion=0.06437, over 7091.49 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3305, pruned_loss=0.09058, over 2474877.00 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07352, over 22038.25 utterances.], batch size: 48, lr: 4.87e-04
2022-08-24 01:15:39,053 INFO [train.py:927] (4/8) Epoch 7, batch 4300, giga_loss[loss=0.2129, simple_loss=0.2974, pruned_loss=0.06422, over 12326.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03513, over 62.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3264, pruned_loss=0.08792, over 2474024.98 frames. utt_duration=493 frames, utt_pad_proportion=0.07499, over 20133.14 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3055, pruned_loss=0.0677, over 2185875.80 frames. utt_duration=1223 frames, utt_pad_proportion=0.06804, over 7156.38 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3292, pruned_loss=0.09063, over 2475125.81 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07348, over 21604.37 utterances.], batch size: 62, lr: 4.87e-04
2022-08-24 01:17:26,815 INFO [train.py:927] (4/8) Epoch 7, batch 4350, giga_loss[loss=0.2539, simple_loss=0.3299, pruned_loss=0.08899, over 12374.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05299, over 161.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3259, pruned_loss=0.08633, over 2474922.32 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07619, over 20254.83 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3057, pruned_loss=0.06772, over 2188799.67 frames. utt_duration=1222 frames, utt_pad_proportion=0.06781, over 7170.82 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3282, pruned_loss=0.08861, over 2475747.65 frames. utt_duration=461.8 frames, utt_pad_proportion=0.075, over 21509.94 utterances.], batch size: 161, lr: 4.87e-04
2022-08-24 01:19:12,860 INFO [train.py:927] (4/8) Epoch 7, batch 4400, giga_loss[loss=0.298, simple_loss=0.355, pruned_loss=0.1205, over 12408.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03923, over 133.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3252, pruned_loss=0.08624, over 2474692.00 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0755, over 20454.82 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3057, pruned_loss=0.06767, over 2191639.82 frames. utt_duration=1223 frames, utt_pad_proportion=0.06724, over 7178.12 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3271, pruned_loss=0.08822, over 2475351.78 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07478, over 21543.19 utterances.], batch size: 133, lr: 4.87e-04
2022-08-24 01:20:58,501 INFO [train.py:927] (4/8) Epoch 7, batch 4450, giga_loss[loss=0.3428, simple_loss=0.3843, pruned_loss=0.1506, over 12358.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1027, over 257.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3231, pruned_loss=0.08628, over 2474049.77 frames. utt_duration=472 frames, utt_pad_proportion=0.0813, over 21031.63 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3054, pruned_loss=0.0676, over 2194408.83 frames. utt_duration=1226 frames, utt_pad_proportion=0.06674, over 7166.37 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.325, pruned_loss=0.08804, over 2474617.22 frames. utt_duration=451.2 frames, utt_pad_proportion=0.08065, over 22010.56 utterances.], batch size: 257, lr: 4.87e-04
2022-08-24 01:22:43,878 INFO [train.py:927] (4/8) Epoch 7, batch 4500, giga_loss[loss=0.2295, simple_loss=0.3146, pruned_loss=0.07224, over 12428.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03292, over 75.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3216, pruned_loss=0.0858, over 2473570.14 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07755, over 20398.70 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3058, pruned_loss=0.06761, over 2199881.40 frames. utt_duration=1229 frames, utt_pad_proportion=0.06563, over 7170.94 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3231, pruned_loss=0.08753, over 2474082.01 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07757, over 21410.27 utterances.], batch size: 75, lr: 4.87e-04
2022-08-24 01:24:27,745 INFO [train.py:927] (4/8) Epoch 7, batch 4550, giga_loss[loss=0.2235, simple_loss=0.3012, pruned_loss=0.0729, over 12462.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.03005, over 55.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3203, pruned_loss=0.0851, over 2473780.39 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07392, over 20036.94 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3056, pruned_loss=0.06752, over 2209146.97 frames. utt_duration=1236 frames, utt_pad_proportion=0.0637, over 7156.12 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3222, pruned_loss=0.08714, over 2474347.64 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07482, over 21283.57 utterances.], batch size: 55, lr: 4.87e-04
2022-08-24 01:26:10,147 INFO [train.py:927] (4/8) Epoch 7, batch 4600, giga_loss[loss=0.2247, simple_loss=0.3104, pruned_loss=0.06956, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02251, over 48.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3209, pruned_loss=0.08525, over 2474213.10 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07732, over 20797.35 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3053, pruned_loss=0.06733, over 2213834.80 frames. utt_duration=1241 frames, utt_pad_proportion=0.06266, over 7146.08 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3229, pruned_loss=0.08733, over 2475184.12 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07821, over 22032.76 utterances.], batch size: 48, lr: 4.87e-04
2022-08-24 01:27:51,932 INFO [train.py:927] (4/8) Epoch 7, batch 4650, giga_loss[loss=0.2792, simple_loss=0.3456, pruned_loss=0.1064, over 12427.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03862, over 105.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3197, pruned_loss=0.08387, over 2474473.54 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07511, over 20366.70 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3048, pruned_loss=0.06711, over 2223691.58 frames. utt_duration=1252 frames, utt_pad_proportion=0.06088, over 7113.67 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3223, pruned_loss=0.08636, over 2475620.80 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07664, over 21878.62 utterances.], batch size: 105, lr: 4.87e-04
2022-08-24 01:29:39,471 INFO [train.py:927] (4/8) Epoch 7, batch 4700, giga_loss[loss=0.2299, simple_loss=0.3197, pruned_loss=0.07005, over 12393.00 frames. utt_duration=662.6 frames, utt_pad_proportion=0.03548, over 75.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3227, pruned_loss=0.08606, over 2474462.35 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07833, over 20755.59 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3063, pruned_loss=0.06743, over 2229606.34 frames. utt_duration=1240 frames, utt_pad_proportion=0.06454, over 7198.26 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3238, pruned_loss=0.08821, over 2475653.06 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07858, over 22206.52 utterances.], batch size: 75, lr: 4.87e-04
2022-08-24 01:31:22,474 INFO [train.py:927] (4/8) Epoch 7, batch 4750, giga_loss[loss=0.3902, simple_loss=0.4123, pruned_loss=0.1841, over 12389.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.325, pruned_loss=0.08883, over 2474642.24 frames. utt_duration=470.2 frames, utt_pad_proportion=0.0776, over 21116.03 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3066, pruned_loss=0.06739, over 2235061.48 frames. utt_duration=1246 frames, utt_pad_proportion=0.06322, over 7184.49 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3261, pruned_loss=0.09102, over 2476127.50 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07826, over 22590.48 utterances.], batch size: 258, lr: 4.87e-04
2022-08-24 01:33:05,955 INFO [train.py:927] (4/8) Epoch 7, batch 4800, giga_loss[loss=0.2473, simple_loss=0.3235, pruned_loss=0.08558, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03104, over 45.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3261, pruned_loss=0.09027, over 2474261.86 frames. utt_duration=470 frames, utt_pad_proportion=0.07772, over 21124.62 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3065, pruned_loss=0.0672, over 2241458.66 frames. utt_duration=1249 frames, utt_pad_proportion=0.06164, over 7187.12 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3276, pruned_loss=0.09275, over 2476024.27 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07879, over 22668.76 utterances.], batch size: 45, lr: 4.87e-04
2022-08-24 01:34:48,894 INFO [train.py:927] (4/8) Epoch 7, batch 4850, giga_loss[loss=0.2767, simple_loss=0.3487, pruned_loss=0.1023, over 12391.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3266, pruned_loss=0.09029, over 2474229.77 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07855, over 20924.46 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3067, pruned_loss=0.06739, over 2249521.77 frames. utt_duration=1236 frames, utt_pad_proportion=0.06495, over 7286.58 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3281, pruned_loss=0.09283, over 2475605.46 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07861, over 22503.86 utterances.], batch size: 113, lr: 4.86e-04
2022-08-24 01:36:34,087 INFO [train.py:927] (4/8) Epoch 7, batch 4900, giga_loss[loss=0.2183, simple_loss=0.2983, pruned_loss=0.06915, over 12354.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04586, over 31.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.323, pruned_loss=0.08689, over 2474062.29 frames. utt_duration=493.1 frames, utt_pad_proportion=0.0758, over 20129.57 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3065, pruned_loss=0.0672, over 2255941.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.06395, over 7284.24 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3249, pruned_loss=0.08964, over 2475383.77 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07648, over 21762.75 utterances.], batch size: 31, lr: 4.86e-04
2022-08-24 01:38:22,029 INFO [train.py:927] (4/8) Epoch 7, batch 4950, giga_loss[loss=0.2512, simple_loss=0.3221, pruned_loss=0.09013, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0288, over 45.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3217, pruned_loss=0.08688, over 2475087.73 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07499, over 20276.56 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3067, pruned_loss=0.06723, over 2262653.11 frames. utt_duration=1240 frames, utt_pad_proportion=0.06263, over 7306.35 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3235, pruned_loss=0.08961, over 2475947.83 frames. utt_duration=453.2 frames, utt_pad_proportion=0.0761, over 21924.70 utterances.], batch size: 45, lr: 4.86e-04
2022-08-24 01:40:06,651 INFO [train.py:927] (4/8) Epoch 7, batch 5000, libri_loss[loss=0.1865, simple_loss=0.262, pruned_loss=0.05545, over 12456.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01014, over 29.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3232, pruned_loss=0.08716, over 2475667.98 frames. utt_duration=503.7 frames, utt_pad_proportion=0.07196, over 19718.30 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3065, pruned_loss=0.06716, over 2265948.72 frames. utt_duration=1243 frames, utt_pad_proportion=0.06186, over 7300.74 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.325, pruned_loss=0.08968, over 2476229.73 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07334, over 21209.22 utterances.], batch size: 29, lr: 4.86e-04
2022-08-24 01:41:51,993 INFO [train.py:927] (4/8) Epoch 7, batch 5050, libri_loss[loss=0.2588, simple_loss=0.3792, pruned_loss=0.06925, over 12294.00 frames. utt_duration=769.8 frames, utt_pad_proportion=0.1222, over 64.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3266, pruned_loss=0.08727, over 2475359.91 frames. utt_duration=503 frames, utt_pad_proportion=0.07, over 19741.54 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.307, pruned_loss=0.06716, over 2271174.70 frames. utt_duration=1240 frames, utt_pad_proportion=0.06146, over 7333.26 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3281, pruned_loss=0.0897, over 2475789.30 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07139, over 21161.40 utterances.], batch size: 64, lr: 4.86e-04
2022-08-24 01:43:35,718 INFO [train.py:927] (4/8) Epoch 7, batch 5100, giga_loss[loss=0.228, simple_loss=0.317, pruned_loss=0.06949, over 12347.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03045, over 70.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3276, pruned_loss=0.08751, over 2475692.44 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06594, over 19100.35 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3074, pruned_loss=0.0673, over 2275247.11 frames. utt_duration=1230 frames, utt_pad_proportion=0.06455, over 7409.24 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3287, pruned_loss=0.0897, over 2476010.19 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06633, over 20376.55 utterances.], batch size: 70, lr: 4.86e-04
2022-08-24 01:45:22,806 INFO [train.py:927] (4/8) Epoch 7, batch 5150, giga_loss[loss=0.2461, simple_loss=0.3212, pruned_loss=0.08554, over 12304.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02474, over 45.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3265, pruned_loss=0.08734, over 2475534.87 frames. utt_duration=517 frames, utt_pad_proportion=0.06797, over 19209.28 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3071, pruned_loss=0.0671, over 2280739.51 frames. utt_duration=1233 frames, utt_pad_proportion=0.06325, over 7405.85 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3281, pruned_loss=0.08979, over 2476190.66 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06861, over 20546.04 utterances.], batch size: 45, lr: 4.86e-04
2022-08-24 01:47:06,321 INFO [train.py:927] (4/8) Epoch 7, batch 5200, libri_loss[loss=0.1987, simple_loss=0.29, pruned_loss=0.05366, over 12311.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00637, over 36.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3238, pruned_loss=0.0867, over 2474961.04 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06556, over 19006.39 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3067, pruned_loss=0.06687, over 2288170.23 frames. utt_duration=1227 frames, utt_pad_proportion=0.06595, over 7466.12 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3262, pruned_loss=0.08963, over 2475734.54 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06538, over 20473.50 utterances.], batch size: 36, lr: 4.86e-04
2022-08-24 01:48:51,598 INFO [train.py:927] (4/8) Epoch 7, batch 5250, giga_loss[loss=0.2498, simple_loss=0.3274, pruned_loss=0.08609, over 12426.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.0354, over 105.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3237, pruned_loss=0.08742, over 2474766.09 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07204, over 20019.62 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3066, pruned_loss=0.06684, over 2293648.42 frames. utt_duration=1215 frames, utt_pad_proportion=0.06978, over 7559.61 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3261, pruned_loss=0.09033, over 2475422.07 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0703, over 21437.37 utterances.], batch size: 105, lr: 4.86e-04
2022-08-24 01:50:35,187 INFO [train.py:927] (4/8) Epoch 7, batch 5300, giga_loss[loss=0.2431, simple_loss=0.3151, pruned_loss=0.0855, over 12422.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03479, over 105.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3215, pruned_loss=0.08652, over 2474573.59 frames. utt_duration=504.7 frames, utt_pad_proportion=0.07432, over 19669.77 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3062, pruned_loss=0.06663, over 2299317.12 frames. utt_duration=1218 frames, utt_pad_proportion=0.06884, over 7558.32 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3243, pruned_loss=0.08965, over 2475616.72 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07308, over 21196.58 utterances.], batch size: 105, lr: 4.86e-04
2022-08-24 01:52:18,739 INFO [train.py:927] (4/8) Epoch 7, batch 5350, giga_loss[loss=0.2924, simple_loss=0.3549, pruned_loss=0.115, over 12373.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07059, over 211.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3215, pruned_loss=0.08641, over 2475170.41 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06967, over 19228.49 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3061, pruned_loss=0.0666, over 2302212.76 frames. utt_duration=1220 frames, utt_pad_proportion=0.06809, over 7558.91 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3239, pruned_loss=0.08915, over 2475752.28 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06921, over 20588.15 utterances.], batch size: 211, lr: 4.86e-04
2022-08-24 01:54:05,066 INFO [train.py:927] (4/8) Epoch 7, batch 5400, giga_loss[loss=0.2472, simple_loss=0.3095, pruned_loss=0.09249, over 12262.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02985, over 45.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3238, pruned_loss=0.08823, over 2474082.76 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07298, over 20064.11 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3064, pruned_loss=0.06659, over 2304844.36 frames. utt_duration=1220 frames, utt_pad_proportion=0.06754, over 7564.40 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3257, pruned_loss=0.0907, over 2474478.46 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07265, over 21301.07 utterances.], batch size: 45, lr: 4.86e-04
2022-08-24 01:55:50,398 INFO [train.py:927] (4/8) Epoch 7, batch 5450, giga_loss[loss=0.2471, simple_loss=0.3256, pruned_loss=0.08436, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03235, over 51.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3247, pruned_loss=0.08717, over 2473328.92 frames. utt_duration=507.8 frames, utt_pad_proportion=0.07076, over 19539.26 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3064, pruned_loss=0.06664, over 2309690.21 frames. utt_duration=1224 frames, utt_pad_proportion=0.06599, over 7554.56 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3267, pruned_loss=0.08967, over 2473794.65 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07116, over 20860.71 utterances.], batch size: 51, lr: 4.86e-04
2022-08-24 01:57:35,362 INFO [train.py:927] (4/8) Epoch 7, batch 5500, giga_loss[loss=0.322, simple_loss=0.382, pruned_loss=0.131, over 12434.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05151, over 162.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.326, pruned_loss=0.08585, over 2473655.01 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06741, over 18957.72 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3064, pruned_loss=0.06668, over 2312500.96 frames. utt_duration=1216 frames, utt_pad_proportion=0.06849, over 7613.85 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3279, pruned_loss=0.08813, over 2474407.40 frames. utt_duration=492.3 frames, utt_pad_proportion=0.0672, over 20163.66 utterances.], batch size: 162, lr: 4.85e-04
2022-08-24 01:59:18,462 INFO [train.py:927] (4/8) Epoch 7, batch 5550, giga_loss[loss=0.2486, simple_loss=0.3191, pruned_loss=0.08908, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03727, over 40.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3279, pruned_loss=0.08734, over 2473803.81 frames. utt_duration=533 frames, utt_pad_proportion=0.06657, over 18615.57 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.307, pruned_loss=0.06712, over 2315588.50 frames. utt_duration=1205 frames, utt_pad_proportion=0.0727, over 7696.15 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3293, pruned_loss=0.08913, over 2474489.93 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06497, over 19690.13 utterances.], batch size: 40, lr: 4.85e-04
2022-08-24 02:01:00,254 INFO [train.py:927] (4/8) Epoch 7, batch 5600, giga_loss[loss=0.2359, simple_loss=0.3125, pruned_loss=0.07963, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02755, over 45.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3295, pruned_loss=0.08933, over 2473761.41 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06831, over 19686.44 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3069, pruned_loss=0.06714, over 2320571.04 frames. utt_duration=1211 frames, utt_pad_proportion=0.07064, over 7673.05 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3313, pruned_loss=0.09142, over 2474731.69 frames. utt_duration=474.6 frames, utt_pad_proportion=0.0676, over 20922.80 utterances.], batch size: 45, lr: 4.85e-04
2022-08-24 02:02:44,640 INFO [train.py:927] (4/8) Epoch 7, batch 5650, giga_loss[loss=0.2717, simple_loss=0.343, pruned_loss=0.1002, over 12427.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04125, over 146.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3289, pruned_loss=0.08762, over 2474193.61 frames. utt_duration=504.5 frames, utt_pad_proportion=0.07072, over 19673.19 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3071, pruned_loss=0.06708, over 2323774.37 frames. utt_duration=1214 frames, utt_pad_proportion=0.06954, over 7666.71 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3306, pruned_loss=0.08971, over 2474819.32 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07041, over 20878.90 utterances.], batch size: 146, lr: 4.85e-04
2022-08-24 02:04:29,154 INFO [train.py:927] (4/8) Epoch 7, batch 5700, giga_loss[loss=0.2991, simple_loss=0.3574, pruned_loss=0.1204, over 12391.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07402, over 212.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3294, pruned_loss=0.08796, over 2473879.90 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07536, over 20271.75 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3075, pruned_loss=0.06727, over 2329097.10 frames. utt_duration=1190 frames, utt_pad_proportion=0.0774, over 7838.74 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3311, pruned_loss=0.09011, over 2474256.51 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07233, over 21461.74 utterances.], batch size: 212, lr: 4.85e-04
2022-08-24 02:06:14,793 INFO [train.py:927] (4/8) Epoch 7, batch 5750, giga_loss[loss=0.2485, simple_loss=0.3134, pruned_loss=0.09184, over 12445.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05048, over 162.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3291, pruned_loss=0.08891, over 2474432.76 frames. utt_duration=481 frames, utt_pad_proportion=0.0766, over 20641.72 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3077, pruned_loss=0.0673, over 2329765.62 frames. utt_duration=1191 frames, utt_pad_proportion=0.07707, over 7834.55 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3304, pruned_loss=0.09066, over 2474780.22 frames. utt_duration=459 frames, utt_pad_proportion=0.0743, over 21637.17 utterances.], batch size: 162, lr: 4.85e-04
2022-08-24 02:08:02,315 INFO [train.py:927] (4/8) Epoch 7, batch 5800, giga_loss[loss=0.2353, simple_loss=0.3151, pruned_loss=0.07772, over 12374.00 frames. utt_duration=620.2 frames, utt_pad_proportion=0.03392, over 80.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3271, pruned_loss=0.08812, over 2474733.78 frames. utt_duration=488 frames, utt_pad_proportion=0.07838, over 20345.71 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3082, pruned_loss=0.06753, over 2334935.69 frames. utt_duration=1185 frames, utt_pad_proportion=0.07893, over 7892.44 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3284, pruned_loss=0.09001, over 2474858.54 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07588, over 21506.82 utterances.], batch size: 80, lr: 4.85e-04
2022-08-24 02:09:48,647 INFO [train.py:927] (4/8) Epoch 7, batch 5850, giga_loss[loss=0.209, simple_loss=0.2841, pruned_loss=0.06691, over 12366.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0263, over 48.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3253, pruned_loss=0.08774, over 2475371.25 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07482, over 20055.79 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3079, pruned_loss=0.06747, over 2337579.37 frames. utt_duration=1178 frames, utt_pad_proportion=0.08215, over 7947.55 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3269, pruned_loss=0.08967, over 2475600.39 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07189, over 21155.11 utterances.], batch size: 48, lr: 4.85e-04
2022-08-24 02:11:37,539 INFO [train.py:927] (4/8) Epoch 7, batch 5900, giga_loss[loss=0.1994, simple_loss=0.2955, pruned_loss=0.0517, over 12473.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02967, over 75.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3229, pruned_loss=0.08603, over 2475097.86 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07921, over 20638.64 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3076, pruned_loss=0.06738, over 2341804.38 frames. utt_duration=1171 frames, utt_pad_proportion=0.08406, over 8010.94 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3249, pruned_loss=0.08825, over 2475734.85 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07594, over 21845.20 utterances.], batch size: 75, lr: 4.85e-04
2022-08-24 02:13:21,506 INFO [train.py:927] (4/8) Epoch 7, batch 5950, giga_loss[loss=0.2227, simple_loss=0.3063, pruned_loss=0.06957, over 12420.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0375, over 105.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.32, pruned_loss=0.08344, over 2474847.32 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07915, over 21154.59 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3068, pruned_loss=0.06696, over 2345801.47 frames. utt_duration=1179 frames, utt_pad_proportion=0.08203, over 7969.16 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3228, pruned_loss=0.08613, over 2475911.55 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07717, over 22567.47 utterances.], batch size: 105, lr: 4.85e-04
2022-08-24 02:15:11,046 INFO [train.py:927] (4/8) Epoch 7, batch 6000, giga_loss[loss=0.2679, simple_loss=0.3457, pruned_loss=0.09504, over 12436.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04146, over 146.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3174, pruned_loss=0.08254, over 2474754.69 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07658, over 20635.73 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3064, pruned_loss=0.06688, over 2348654.22 frames. utt_duration=1186 frames, utt_pad_proportion=0.08062, over 7929.28 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3202, pruned_loss=0.08509, over 2475908.62 frames. utt_duration=450.2 frames, utt_pad_proportion=0.0755, over 22069.48 utterances.], batch size: 146, lr: 4.85e-04
2022-08-24 02:15:11,047 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 02:15:24,866 INFO [train.py:967] (4/8) Epoch 7, validation: loss=0.195, simple_loss=0.308, pruned_loss=0.04098, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 02:17:06,793 INFO [train.py:927] (4/8) Epoch 7, batch 6050, libri_loss[loss=0.2146, simple_loss=0.3009, pruned_loss=0.06416, over 12478.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007213, over 36.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3179, pruned_loss=0.08346, over 2474747.98 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08061, over 21519.31 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3065, pruned_loss=0.06687, over 2352165.53 frames. utt_duration=1188 frames, utt_pad_proportion=0.07889, over 7930.34 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3203, pruned_loss=0.08596, over 2475854.79 frames. utt_duration=431.3 frames, utt_pad_proportion=0.08013, over 23040.23 utterances.], batch size: 36, lr: 4.85e-04
2022-08-24 02:18:52,536 INFO [train.py:927] (4/8) Epoch 7, batch 6100, giga_loss[loss=0.2198, simple_loss=0.2974, pruned_loss=0.07104, over 12142.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03245, over 36.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3196, pruned_loss=0.08458, over 2474818.60 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08485, over 22183.31 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3063, pruned_loss=0.0668, over 2353919.77 frames. utt_duration=1191 frames, utt_pad_proportion=0.07808, over 7913.45 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3218, pruned_loss=0.08685, over 2475771.40 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08449, over 23589.50 utterances.], batch size: 36, lr: 4.85e-04
2022-08-24 02:20:39,449 INFO [train.py:927] (4/8) Epoch 7, batch 6150, giga_loss[loss=0.269, simple_loss=0.3452, pruned_loss=0.09646, over 12382.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05967, over 182.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3196, pruned_loss=0.08488, over 2474594.65 frames. utt_duration=452 frames, utt_pad_proportion=0.081, over 21968.14 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3061, pruned_loss=0.06665, over 2357179.64 frames. utt_duration=1199 frames, utt_pad_proportion=0.07633, over 7872.46 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.322, pruned_loss=0.08733, over 2475651.86 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08151, over 23522.07 utterances.], batch size: 182, lr: 4.85e-04
2022-08-24 02:22:29,872 INFO [train.py:927] (4/8) Epoch 7, batch 6200, giga_loss[loss=0.2376, simple_loss=0.3114, pruned_loss=0.08189, over 12324.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03464, over 51.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3221, pruned_loss=0.08636, over 2474651.55 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07962, over 21343.57 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3063, pruned_loss=0.06675, over 2358541.48 frames. utt_duration=1200 frames, utt_pad_proportion=0.07567, over 7869.75 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.324, pruned_loss=0.0884, over 2475306.80 frames. utt_duration=437.7 frames, utt_pad_proportion=0.08036, over 22695.13 utterances.], batch size: 51, lr: 4.84e-04
2022-08-24 02:24:17,519 INFO [train.py:927] (4/8) Epoch 7, batch 6250, giga_loss[loss=0.2331, simple_loss=0.2982, pruned_loss=0.08405, over 12132.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.03372, over 28.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3228, pruned_loss=0.08697, over 2474842.03 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07776, over 21470.46 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3058, pruned_loss=0.06648, over 2361642.49 frames. utt_duration=1207 frames, utt_pad_proportion=0.07394, over 7835.10 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3252, pruned_loss=0.08937, over 2475658.50 frames. utt_duration=433 frames, utt_pad_proportion=0.07902, over 22949.23 utterances.], batch size: 28, lr: 4.84e-04
2022-08-24 02:26:04,604 INFO [train.py:927] (4/8) Epoch 7, batch 6300, libri_loss[loss=0.223, simple_loss=0.312, pruned_loss=0.06703, over 12429.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01613, over 40.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3238, pruned_loss=0.0868, over 2475192.97 frames. utt_duration=442.4 frames, utt_pad_proportion=0.08243, over 22451.68 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3054, pruned_loss=0.06621, over 2367594.21 frames. utt_duration=1210 frames, utt_pad_proportion=0.07179, over 7834.16 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3271, pruned_loss=0.09008, over 2475981.22 frames. utt_duration=407 frames, utt_pad_proportion=0.08396, over 24418.24 utterances.], batch size: 40, lr: 4.84e-04
2022-08-24 02:27:53,547 INFO [train.py:927] (4/8) Epoch 7, batch 6350, giga_loss[loss=0.2683, simple_loss=0.3339, pruned_loss=0.1013, over 12373.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05272, over 161.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3232, pruned_loss=0.086, over 2476100.39 frames. utt_duration=466.5 frames, utt_pad_proportion=0.0775, over 21296.66 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3058, pruned_loss=0.0664, over 2370670.23 frames. utt_duration=1199 frames, utt_pad_proportion=0.07474, over 7919.29 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3259, pruned_loss=0.089, over 2476843.30 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07828, over 23177.78 utterances.], batch size: 161, lr: 4.84e-04
2022-08-24 02:29:41,754 INFO [train.py:927] (4/8) Epoch 7, batch 6400, giga_loss[loss=0.2314, simple_loss=0.2992, pruned_loss=0.08182, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02472, over 45.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3242, pruned_loss=0.08785, over 2475557.89 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07838, over 21561.72 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3061, pruned_loss=0.06645, over 2372020.98 frames. utt_duration=1200 frames, utt_pad_proportion=0.07386, over 7913.50 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3263, pruned_loss=0.09043, over 2476337.61 frames. utt_duration=427.9 frames, utt_pad_proportion=0.0792, over 23224.39 utterances.], batch size: 45, lr: 4.84e-04
2022-08-24 02:31:27,449 INFO [train.py:927] (4/8) Epoch 7, batch 6450, giga_loss[loss=0.2383, simple_loss=0.3112, pruned_loss=0.08277, over 12458.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03442, over 98.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.323, pruned_loss=0.08714, over 2475497.06 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07573, over 21162.82 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3062, pruned_loss=0.06638, over 2373167.09 frames. utt_duration=1203 frames, utt_pad_proportion=0.07333, over 7897.39 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3248, pruned_loss=0.08942, over 2476009.20 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07672, over 22604.28 utterances.], batch size: 98, lr: 4.84e-04
2022-08-24 02:33:14,097 INFO [train.py:927] (4/8) Epoch 7, batch 6500, giga_loss[loss=0.2317, simple_loss=0.3064, pruned_loss=0.07852, over 12292.00 frames. utt_duration=912.2 frames, utt_pad_proportion=0.02546, over 54.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3223, pruned_loss=0.08683, over 2475523.23 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07193, over 20988.67 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3063, pruned_loss=0.06648, over 2375035.32 frames. utt_duration=1205 frames, utt_pad_proportion=0.07228, over 7893.40 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3239, pruned_loss=0.08894, over 2476087.93 frames. utt_duration=444 frames, utt_pad_proportion=0.07328, over 22379.00 utterances.], batch size: 54, lr: 4.84e-04
2022-08-24 02:34:58,324 INFO [train.py:927] (4/8) Epoch 7, batch 6550, libri_loss[loss=0.2332, simple_loss=0.3238, pruned_loss=0.07125, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01343, over 40.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3236, pruned_loss=0.08823, over 2475334.42 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06937, over 20782.11 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3058, pruned_loss=0.0664, over 2377766.53 frames. utt_duration=1208 frames, utt_pad_proportion=0.07159, over 7885.88 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3258, pruned_loss=0.09058, over 2476000.80 frames. utt_duration=446.4 frames, utt_pad_proportion=0.0708, over 22261.74 utterances.], batch size: 40, lr: 4.84e-04
2022-08-24 02:36:42,387 INFO [train.py:927] (4/8) Epoch 7, batch 6600, libri_loss[loss=0.2097, simple_loss=0.3012, pruned_loss=0.05914, over 12482.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006283, over 36.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3239, pruned_loss=0.08881, over 2475114.08 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06919, over 20596.20 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3057, pruned_loss=0.06634, over 2380052.77 frames. utt_duration=1213 frames, utt_pad_proportion=0.07019, over 7858.03 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3261, pruned_loss=0.09125, over 2475744.16 frames. utt_duration=449.7 frames, utt_pad_proportion=0.0708, over 22094.55 utterances.], batch size: 36, lr: 4.84e-04
2022-08-24 02:38:28,326 INFO [train.py:927] (4/8) Epoch 7, batch 6650, giga_loss[loss=0.2195, simple_loss=0.3018, pruned_loss=0.06859, over 12397.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.02888, over 62.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3242, pruned_loss=0.08915, over 2474831.35 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07292, over 20988.44 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3061, pruned_loss=0.06655, over 2382759.74 frames. utt_duration=1216 frames, utt_pad_proportion=0.06876, over 7850.55 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3262, pruned_loss=0.0915, over 2475407.60 frames. utt_duration=441 frames, utt_pad_proportion=0.07439, over 22527.57 utterances.], batch size: 62, lr: 4.84e-04
2022-08-24 02:40:13,601 INFO [train.py:927] (4/8) Epoch 7, batch 6700, giga_loss[loss=0.2313, simple_loss=0.3125, pruned_loss=0.07505, over 12182.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03025, over 39.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3242, pruned_loss=0.0887, over 2474563.12 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06904, over 19981.25 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3059, pruned_loss=0.06682, over 2386291.59 frames. utt_duration=1209 frames, utt_pad_proportion=0.07099, over 7903.33 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3267, pruned_loss=0.09119, over 2475099.03 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06986, over 21643.86 utterances.], batch size: 39, lr: 4.84e-04
2022-08-24 02:41:58,065 INFO [train.py:927] (4/8) Epoch 7, batch 6750, giga_loss[loss=0.2173, simple_loss=0.3003, pruned_loss=0.06714, over 12428.00 frames. utt_duration=711.9 frames, utt_pad_proportion=0.02342, over 70.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3258, pruned_loss=0.08999, over 2474612.01 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06796, over 19173.28 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3063, pruned_loss=0.06711, over 2388861.50 frames. utt_duration=1199 frames, utt_pad_proportion=0.07345, over 7978.70 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3279, pruned_loss=0.09236, over 2475088.10 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06791, over 20760.75 utterances.], batch size: 70, lr: 4.84e-04
2022-08-24 02:43:43,896 INFO [train.py:927] (4/8) Epoch 7, batch 6800, giga_loss[loss=0.2415, simple_loss=0.3229, pruned_loss=0.0801, over 12438.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.03707, over 31.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3261, pruned_loss=0.08896, over 2474255.20 frames. utt_duration=520 frames, utt_pad_proportion=0.06819, over 19088.08 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3064, pruned_loss=0.06697, over 2390124.73 frames. utt_duration=1202 frames, utt_pad_proportion=0.07263, over 7965.14 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3279, pruned_loss=0.09125, over 2474632.53 frames. utt_duration=484.2 frames, utt_pad_proportion=0.0684, over 20507.89 utterances.], batch size: 31, lr: 4.84e-04
2022-08-24 02:45:29,141 INFO [train.py:927] (4/8) Epoch 7, batch 6850, giga_loss[loss=0.201, simple_loss=0.2887, pruned_loss=0.05666, over 12477.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04409, over 34.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3252, pruned_loss=0.0877, over 2473973.26 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06897, over 19064.92 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3068, pruned_loss=0.0671, over 2391081.92 frames. utt_duration=1197 frames, utt_pad_proportion=0.07252, over 7998.49 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3265, pruned_loss=0.08969, over 2474542.84 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06912, over 20309.25 utterances.], batch size: 34, lr: 4.84e-04
2022-08-24 02:47:13,093 INFO [train.py:927] (4/8) Epoch 7, batch 6900, giga_loss[loss=0.3004, simple_loss=0.363, pruned_loss=0.1189, over 12414.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07235, over 212.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3243, pruned_loss=0.08745, over 2473390.45 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07124, over 19351.18 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3067, pruned_loss=0.06703, over 2392355.71 frames. utt_duration=1202 frames, utt_pad_proportion=0.07163, over 7973.80 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3258, pruned_loss=0.08942, over 2474159.80 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07153, over 20559.69 utterances.], batch size: 212, lr: 4.83e-04
2022-08-24 02:49:02,562 INFO [train.py:927] (4/8) Epoch 7, batch 6950, giga_loss[loss=0.3232, simple_loss=0.3602, pruned_loss=0.1431, over 12395.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3257, pruned_loss=0.08935, over 2473641.45 frames. utt_duration=502.7 frames, utt_pad_proportion=0.0722, over 19740.04 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3069, pruned_loss=0.06713, over 2393717.11 frames. utt_duration=1203 frames, utt_pad_proportion=0.07074, over 7967.23 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3269, pruned_loss=0.09112, over 2474116.61 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07268, over 20851.67 utterances.], batch size: 258, lr: 4.83e-04
2022-08-24 02:50:46,563 INFO [train.py:927] (4/8) Epoch 7, batch 7000, giga_loss[loss=0.2331, simple_loss=0.3118, pruned_loss=0.07717, over 12307.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03609, over 51.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3269, pruned_loss=0.09038, over 2474383.42 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07513, over 20274.58 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3073, pruned_loss=0.06716, over 2395486.32 frames. utt_duration=1193 frames, utt_pad_proportion=0.07407, over 8039.56 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3278, pruned_loss=0.09218, over 2474588.87 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07417, over 21303.31 utterances.], batch size: 51, lr: 4.83e-04
2022-08-24 02:52:33,040 INFO [train.py:927] (4/8) Epoch 7, batch 7050, giga_loss[loss=0.2651, simple_loss=0.3442, pruned_loss=0.09299, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03173, over 75.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3277, pruned_loss=0.09078, over 2473603.87 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07528, over 20240.75 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.307, pruned_loss=0.06687, over 2396454.45 frames. utt_duration=1197 frames, utt_pad_proportion=0.07299, over 8015.00 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3291, pruned_loss=0.09288, over 2474303.60 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0749, over 21300.26 utterances.], batch size: 75, lr: 4.83e-04
2022-08-24 02:54:17,991 INFO [train.py:927] (4/8) Epoch 7, batch 7100, giga_loss[loss=0.2487, simple_loss=0.324, pruned_loss=0.08666, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03846, over 113.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3276, pruned_loss=0.09016, over 2474371.69 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07545, over 20235.40 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3073, pruned_loss=0.06694, over 2397893.71 frames. utt_duration=1185 frames, utt_pad_proportion=0.07613, over 8104.91 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3288, pruned_loss=0.09218, over 2475017.85 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07406, over 21211.03 utterances.], batch size: 113, lr: 4.83e-04
2022-08-24 02:56:03,224 INFO [train.py:927] (4/8) Epoch 7, batch 7150, libri_loss[loss=0.2114, simple_loss=0.3092, pruned_loss=0.05683, over 12325.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01554, over 41.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3259, pruned_loss=0.08883, over 2473632.84 frames. utt_duration=510.9 frames, utt_pad_proportion=0.07061, over 19421.92 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3069, pruned_loss=0.06667, over 2399913.44 frames. utt_duration=1190 frames, utt_pad_proportion=0.0747, over 8078.62 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3277, pruned_loss=0.09123, over 2474009.56 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07016, over 20498.75 utterances.], batch size: 41, lr: 4.83e-04
2022-08-24 02:57:49,936 INFO [train.py:927] (4/8) Epoch 7, batch 7200, giga_loss[loss=0.2254, simple_loss=0.3035, pruned_loss=0.07364, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02699, over 48.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3238, pruned_loss=0.08752, over 2473417.41 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06986, over 19255.74 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3066, pruned_loss=0.06652, over 2401014.21 frames. utt_duration=1192 frames, utt_pad_proportion=0.07463, over 8069.85 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3258, pruned_loss=0.08992, over 2474024.20 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06952, over 20307.20 utterances.], batch size: 48, lr: 4.83e-04
2022-08-24 02:59:34,313 INFO [train.py:927] (4/8) Epoch 7, batch 7250, giga_loss[loss=0.2678, simple_loss=0.3314, pruned_loss=0.1021, over 12347.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3211, pruned_loss=0.08672, over 2474187.24 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06709, over 19290.29 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3064, pruned_loss=0.06645, over 2403226.77 frames. utt_duration=1197 frames, utt_pad_proportion=0.07294, over 8038.35 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3233, pruned_loss=0.08926, over 2474632.03 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06754, over 20482.35 utterances.], batch size: 97, lr: 4.83e-04
2022-08-24 03:01:21,564 INFO [train.py:927] (4/8) Epoch 7, batch 7300, giga_loss[loss=0.2651, simple_loss=0.338, pruned_loss=0.09603, over 12423.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05487, over 162.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3186, pruned_loss=0.08561, over 2474186.92 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06545, over 19210.08 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3063, pruned_loss=0.0664, over 2405694.77 frames. utt_duration=1204 frames, utt_pad_proportion=0.07104, over 8001.56 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3209, pruned_loss=0.08831, over 2474514.16 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06649, over 20536.31 utterances.], batch size: 162, lr: 4.83e-04
2022-08-24 03:03:07,346 INFO [train.py:927] (4/8) Epoch 7, batch 7350, libri_loss[loss=0.1801, simple_loss=0.2657, pruned_loss=0.04723, over 12215.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00976, over 29.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3191, pruned_loss=0.08449, over 2474572.70 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06836, over 19758.27 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3064, pruned_loss=0.0665, over 2406562.07 frames. utt_duration=1196 frames, utt_pad_proportion=0.07439, over 8060.79 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3211, pruned_loss=0.08683, over 2474997.73 frames. utt_duration=474.6 frames, utt_pad_proportion=0.068, over 20925.20 utterances.], batch size: 29, lr: 4.83e-04
2022-08-24 03:04:51,525 INFO [train.py:927] (4/8) Epoch 7, batch 7400, giga_loss[loss=0.2095, simple_loss=0.3048, pruned_loss=0.05709, over 12427.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03873, over 105.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3181, pruned_loss=0.08202, over 2474595.84 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07012, over 20679.52 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3066, pruned_loss=0.0666, over 2409227.88 frames. utt_duration=1190 frames, utt_pad_proportion=0.07587, over 8109.29 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.32, pruned_loss=0.08452, over 2475255.86 frames. utt_duration=449.7 frames, utt_pad_proportion=0.06906, over 22090.87 utterances.], batch size: 105, lr: 4.83e-04
2022-08-24 03:06:38,488 INFO [train.py:927] (4/8) Epoch 7, batch 7450, libri_loss[loss=0.2298, simple_loss=0.3263, pruned_loss=0.06663, over 12397.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.0377, over 46.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3149, pruned_loss=0.07823, over 2474975.11 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06956, over 20843.66 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3064, pruned_loss=0.06645, over 2410696.33 frames. utt_duration=1192 frames, utt_pad_proportion=0.07468, over 8101.87 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3167, pruned_loss=0.08064, over 2475617.60 frames. utt_duration=446.1 frames, utt_pad_proportion=0.06914, over 22269.36 utterances.], batch size: 46, lr: 4.83e-04
2022-08-24 03:08:24,433 INFO [train.py:927] (4/8) Epoch 7, batch 7500, giga_loss[loss=0.2027, simple_loss=0.2977, pruned_loss=0.05386, over 12466.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03012, over 75.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3163, pruned_loss=0.07768, over 2475961.87 frames. utt_duration=455.5 frames, utt_pad_proportion=0.06639, over 21813.57 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3067, pruned_loss=0.06662, over 2411411.70 frames. utt_duration=1191 frames, utt_pad_proportion=0.07418, over 8106.83 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3175, pruned_loss=0.07954, over 2476403.84 frames. utt_duration=431.3 frames, utt_pad_proportion=0.06637, over 23044.11 utterances.], batch size: 75, lr: 4.83e-04
2022-08-24 03:10:09,559 INFO [train.py:927] (4/8) Epoch 7, batch 7550, giga_loss[loss=0.2106, simple_loss=0.3053, pruned_loss=0.05798, over 12439.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03536, over 123.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3148, pruned_loss=0.07644, over 2476147.99 frames. utt_duration=431 frames, utt_pad_proportion=0.07138, over 23056.47 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3072, pruned_loss=0.06677, over 2412729.00 frames. utt_duration=1194 frames, utt_pad_proportion=0.07303, over 8095.71 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3155, pruned_loss=0.07796, over 2476460.62 frames. utt_duration=409 frames, utt_pad_proportion=0.07146, over 24304.01 utterances.], batch size: 123, lr: 4.82e-04
2022-08-24 03:11:52,675 INFO [train.py:927] (4/8) Epoch 7, batch 7600, giga_loss[loss=0.2074, simple_loss=0.3031, pruned_loss=0.05587, over 12348.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02996, over 70.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3135, pruned_loss=0.07481, over 2475639.98 frames. utt_duration=422 frames, utt_pad_proportion=0.0723, over 23547.61 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3077, pruned_loss=0.06664, over 2413581.87 frames. utt_duration=1197 frames, utt_pad_proportion=0.07233, over 8075.35 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3138, pruned_loss=0.07625, over 2475964.71 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07253, over 24761.52 utterances.], batch size: 70, lr: 4.82e-04
2022-08-24 03:13:36,285 INFO [train.py:927] (4/8) Epoch 7, batch 7650, giga_loss[loss=0.1984, simple_loss=0.2909, pruned_loss=0.05292, over 12266.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02788, over 54.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3111, pruned_loss=0.07248, over 2475128.34 frames. utt_duration=426 frames, utt_pad_proportion=0.06869, over 23319.78 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3077, pruned_loss=0.06667, over 2414376.00 frames. utt_duration=1198 frames, utt_pad_proportion=0.07174, over 8074.32 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3114, pruned_loss=0.07368, over 2475505.65 frames. utt_duration=405.8 frames, utt_pad_proportion=0.0692, over 24485.90 utterances.], batch size: 54, lr: 4.82e-04
2022-08-24 03:15:17,496 INFO [train.py:927] (4/8) Epoch 7, batch 7700, giga_loss[loss=0.2207, simple_loss=0.3048, pruned_loss=0.06829, over 12372.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06063, over 182.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3064, pruned_loss=0.06971, over 2475871.03 frames. utt_duration=415.2 frames, utt_pad_proportion=0.07123, over 23933.64 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3074, pruned_loss=0.06667, over 2415355.07 frames. utt_duration=1201 frames, utt_pad_proportion=0.07095, over 8053.33 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3068, pruned_loss=0.07072, over 2476104.25 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07174, over 25081.13 utterances.], batch size: 182, lr: 4.82e-04
2022-08-24 03:17:00,939 INFO [train.py:927] (4/8) Epoch 7, batch 7750, libri_loss[loss=0.2225, simple_loss=0.3043, pruned_loss=0.07035, over 12398.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02449, over 43.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3048, pruned_loss=0.06947, over 2475800.63 frames. utt_duration=415.7 frames, utt_pad_proportion=0.07169, over 23903.81 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3071, pruned_loss=0.06665, over 2416294.22 frames. utt_duration=1205 frames, utt_pad_proportion=0.06995, over 8030.50 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3055, pruned_loss=0.07034, over 2476221.09 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07238, over 25132.00 utterances.], batch size: 43, lr: 4.82e-04
2022-08-24 03:18:56,166 INFO [train.py:927] (4/8) Epoch 7, batch 7800, giga_loss[loss=0.2138, simple_loss=0.3156, pruned_loss=0.05601, over 12327.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02799, over 74.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3052, pruned_loss=0.0688, over 2476049.31 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07324, over 24622.31 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3073, pruned_loss=0.06674, over 2417389.92 frames. utt_duration=1205 frames, utt_pad_proportion=0.06907, over 8037.73 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3055, pruned_loss=0.06946, over 2476450.48 frames. utt_duration=384.5 frames, utt_pad_proportion=0.07393, over 25858.77 utterances.], batch size: 74, lr: 4.82e-04
2022-08-24 03:20:59,764 INFO [train.py:927] (4/8) Epoch 7, batch 7850, giga_loss[loss=0.2149, simple_loss=0.2945, pruned_loss=0.06765, over 12318.00 frames. utt_duration=625 frames, utt_pad_proportion=0.0265, over 79.00 utterances.], tot_loss[loss=0.221, simple_loss=0.305, pruned_loss=0.06849, over 2475734.67 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07088, over 24675.25 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3069, pruned_loss=0.06655, over 2418919.68 frames. utt_duration=1211 frames, utt_pad_proportion=0.06815, over 8003.10 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3056, pruned_loss=0.06924, over 2476512.38 frames. utt_duration=378.9 frames, utt_pad_proportion=0.07183, over 26241.73 utterances.], batch size: 79, lr: 4.82e-04
2022-08-24 03:23:07,294 INFO [train.py:927] (4/8) Epoch 7, batch 7900, giga_loss[loss=0.1865, simple_loss=0.265, pruned_loss=0.05401, over 12380.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.175, over 356.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3028, pruned_loss=0.0667, over 2476392.64 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07006, over 24998.12 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3065, pruned_loss=0.06634, over 2419446.15 frames. utt_duration=1213 frames, utt_pad_proportion=0.06746, over 7986.12 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3035, pruned_loss=0.06749, over 2477313.76 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07103, over 26484.23 utterances.], batch size: 356, lr: 4.82e-04
2022-08-24 03:25:17,513 INFO [train.py:927] (4/8) Epoch 7, batch 7950, giga_loss[loss=0.2063, simple_loss=0.2827, pruned_loss=0.06488, over 12175.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.0331, over 36.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3004, pruned_loss=0.06543, over 2476813.35 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06972, over 24410.17 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3061, pruned_loss=0.06625, over 2423008.61 frames. utt_duration=1210 frames, utt_pad_proportion=0.06877, over 8017.24 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3011, pruned_loss=0.06615, over 2477358.52 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07028, over 26530.64 utterances.], batch size: 36, lr: 4.82e-04
2022-08-24 03:27:13,460 INFO [train.py:927] (4/8) Epoch 7, batch 8000, giga_loss[loss=0.2163, simple_loss=0.2911, pruned_loss=0.07075, over 12383.00 frames. utt_duration=196.2 frames, utt_pad_proportion=0.09155, over 254.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2989, pruned_loss=0.06499, over 2476918.64 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06808, over 24462.62 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3062, pruned_loss=0.06621, over 2423629.97 frames. utt_duration=1211 frames, utt_pad_proportion=0.068, over 8016.87 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2992, pruned_loss=0.06557, over 2477748.84 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06884, over 26423.37 utterances.], batch size: 254, lr: 4.82e-04
2022-08-24 03:29:16,465 INFO [train.py:927] (4/8) Epoch 7, batch 8050, giga_loss[loss=0.1941, simple_loss=0.285, pruned_loss=0.05158, over 12406.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0484, over 34.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2999, pruned_loss=0.06545, over 2476855.72 frames. utt_duration=395.9 frames, utt_pad_proportion=0.0729, over 25108.02 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3056, pruned_loss=0.06594, over 2424842.15 frames. utt_duration=1218 frames, utt_pad_proportion=0.06683, over 7974.98 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3005, pruned_loss=0.06613, over 2477611.97 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07345, over 27067.40 utterances.], batch size: 34, lr: 4.82e-04
2022-08-24 03:31:29,496 INFO [train.py:927] (4/8) Epoch 7, batch 8100, giga_loss[loss=0.1982, simple_loss=0.2823, pruned_loss=0.05699, over 12422.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02707, over 58.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2991, pruned_loss=0.06503, over 2476618.55 frames. utt_duration=391.9 frames, utt_pad_proportion=0.0727, over 25361.67 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3061, pruned_loss=0.06612, over 2425598.58 frames. utt_duration=1210 frames, utt_pad_proportion=0.07032, over 8026.12 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.299, pruned_loss=0.0654, over 2477678.21 frames. utt_duration=364.9 frames, utt_pad_proportion=0.07237, over 27250.97 utterances.], batch size: 58, lr: 4.82e-04
2022-08-24 03:33:29,292 INFO [train.py:927] (4/8) Epoch 7, batch 8150, giga_loss[loss=0.2052, simple_loss=0.3104, pruned_loss=0.04999, over 12328.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03224, over 51.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3017, pruned_loss=0.06513, over 2476552.10 frames. utt_duration=389 frames, utt_pad_proportion=0.07076, over 25543.79 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3062, pruned_loss=0.06586, over 2426197.51 frames. utt_duration=1216 frames, utt_pad_proportion=0.06936, over 7990.83 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3015, pruned_loss=0.06565, over 2477788.68 frames. utt_duration=363 frames, utt_pad_proportion=0.07088, over 27398.34 utterances.], batch size: 51, lr: 4.82e-04
2022-08-24 03:35:32,944 INFO [train.py:927] (4/8) Epoch 7, batch 8200, giga_loss[loss=0.2085, simple_loss=0.3022, pruned_loss=0.05745, over 12415.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06908, over 212.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3027, pruned_loss=0.06384, over 2477644.69 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06675, over 25183.08 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3058, pruned_loss=0.06574, over 2428108.56 frames. utt_duration=1220 frames, utt_pad_proportion=0.0678, over 7969.31 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3028, pruned_loss=0.06434, over 2478499.53 frames. utt_duration=364.9 frames, utt_pad_proportion=0.06752, over 27256.80 utterances.], batch size: 212, lr: 4.82e-04
2022-08-24 03:37:41,391 INFO [train.py:927] (4/8) Epoch 7, batch 8250, giga_loss[loss=0.1973, simple_loss=0.2923, pruned_loss=0.05111, over 12370.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.0562, over 181.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3039, pruned_loss=0.06441, over 2477455.53 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06677, over 25541.93 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3056, pruned_loss=0.06575, over 2429261.21 frames. utt_duration=1221 frames, utt_pad_proportion=0.06699, over 7970.88 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3041, pruned_loss=0.06474, over 2478418.45 frames. utt_duration=359.5 frames, utt_pad_proportion=0.06759, over 27670.87 utterances.], batch size: 181, lr: 4.81e-04
2022-08-24 03:40:08,558 INFO [train.py:927] (4/8) Epoch 7, batch 8300, giga_loss[loss=0.2097, simple_loss=0.2982, pruned_loss=0.06064, over 12359.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03009, over 58.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.303, pruned_loss=0.06458, over 2477282.97 frames. utt_duration=401 frames, utt_pad_proportion=0.06578, over 24784.58 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3052, pruned_loss=0.06561, over 2429719.73 frames. utt_duration=1224 frames, utt_pad_proportion=0.066, over 7950.66 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3034, pruned_loss=0.06493, over 2478448.09 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06676, over 26775.86 utterances.], batch size: 58, lr: 4.81e-04
2022-08-24 03:42:16,990 INFO [train.py:927] (4/8) Epoch 7, batch 8350, giga_loss[loss=0.2143, simple_loss=0.2943, pruned_loss=0.06715, over 12392.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07423, over 212.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3015, pruned_loss=0.06425, over 2477681.84 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06676, over 24729.96 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3056, pruned_loss=0.0658, over 2430667.70 frames. utt_duration=1213 frames, utt_pad_proportion=0.06916, over 8022.15 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3015, pruned_loss=0.06436, over 2479016.05 frames. utt_duration=372.7 frames, utt_pad_proportion=0.06663, over 26692.69 utterances.], batch size: 212, lr: 4.81e-04
2022-08-24 03:44:28,168 INFO [train.py:927] (4/8) Epoch 7, batch 8400, libri_loss[loss=0.2051, simple_loss=0.2993, pruned_loss=0.0554, over 12308.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005428, over 35.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2999, pruned_loss=0.06339, over 2477764.52 frames. utt_duration=414.3 frames, utt_pad_proportion=0.06659, over 23992.91 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3064, pruned_loss=0.06583, over 2431275.11 frames. utt_duration=1216 frames, utt_pad_proportion=0.06806, over 8005.80 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2991, pruned_loss=0.0634, over 2479151.72 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06684, over 25879.66 utterances.], batch size: 35, lr: 4.81e-04
2022-08-24 03:46:34,023 INFO [train.py:927] (4/8) Epoch 7, batch 8450, giga_loss[loss=0.1939, simple_loss=0.2795, pruned_loss=0.0542, over 12456.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.02786, over 122.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3013, pruned_loss=0.06434, over 2477571.75 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06786, over 24258.36 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3062, pruned_loss=0.06566, over 2431866.88 frames. utt_duration=1221 frames, utt_pad_proportion=0.06719, over 7974.88 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3007, pruned_loss=0.06446, over 2478982.85 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06817, over 26055.33 utterances.], batch size: 122, lr: 4.81e-04
2022-08-24 03:48:31,678 INFO [train.py:927] (4/8) Epoch 7, batch 8500, giga_loss[loss=0.2428, simple_loss=0.3192, pruned_loss=0.08319, over 12394.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.0976, over 256.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3011, pruned_loss=0.06553, over 2477429.21 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07004, over 24627.79 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3056, pruned_loss=0.06545, over 2433050.73 frames. utt_duration=1223 frames, utt_pad_proportion=0.06627, over 7964.96 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.301, pruned_loss=0.06578, over 2478725.99 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07039, over 26502.54 utterances.], batch size: 256, lr: 4.81e-04
2022-08-24 03:50:45,871 INFO [train.py:927] (4/8) Epoch 7, batch 8550, giga_loss[loss=0.2264, simple_loss=0.3154, pruned_loss=0.06869, over 12387.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04182, over 133.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3022, pruned_loss=0.0657, over 2477867.84 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06942, over 25303.68 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3057, pruned_loss=0.06548, over 2433609.71 frames. utt_duration=1221 frames, utt_pad_proportion=0.06606, over 7980.25 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.302, pruned_loss=0.06586, over 2478786.03 frames. utt_duration=369.6 frames, utt_pad_proportion=0.0698, over 26914.26 utterances.], batch size: 133, lr: 4.81e-04
2022-08-24 03:53:04,837 INFO [train.py:927] (4/8) Epoch 7, batch 8600, giga_loss[loss=0.2041, simple_loss=0.2846, pruned_loss=0.06184, over 12275.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02178, over 54.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.301, pruned_loss=0.06513, over 2477124.25 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06695, over 24594.61 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3049, pruned_loss=0.06517, over 2434483.27 frames. utt_duration=1229 frames, utt_pad_proportion=0.06424, over 7934.73 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3014, pruned_loss=0.06555, over 2478637.22 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06796, over 26548.73 utterances.], batch size: 54, lr: 4.81e-04
2022-08-24 03:55:10,584 INFO [train.py:927] (4/8) Epoch 7, batch 8650, giga_loss[loss=0.1911, simple_loss=0.2787, pruned_loss=0.0517, over 12370.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02743, over 85.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2965, pruned_loss=0.06349, over 2477090.87 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06597, over 24050.70 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3053, pruned_loss=0.06543, over 2435446.06 frames. utt_duration=1217 frames, utt_pad_proportion=0.06719, over 8016.08 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2964, pruned_loss=0.06361, over 2478582.58 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06609, over 25973.70 utterances.], batch size: 85, lr: 4.81e-04
2022-08-24 03:56:59,645 INFO [train.py:927] (4/8) Epoch 7, batch 8700, giga_loss[loss=0.2197, simple_loss=0.2988, pruned_loss=0.07033, over 12472.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.0459, over 34.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2953, pruned_loss=0.06305, over 2476858.59 frames. utt_duration=411.5 frames, utt_pad_proportion=0.07104, over 24145.74 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3052, pruned_loss=0.06531, over 2436866.60 frames. utt_duration=1215 frames, utt_pad_proportion=0.06681, over 8031.29 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2949, pruned_loss=0.06319, over 2478244.38 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07098, over 26278.08 utterances.], batch size: 34, lr: 4.81e-04
2022-08-24 03:59:00,386 INFO [train.py:927] (4/8) Epoch 7, batch 8750, giga_loss[loss=0.2064, simple_loss=0.2942, pruned_loss=0.05929, over 12405.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03939, over 105.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.294, pruned_loss=0.06234, over 2477231.71 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07106, over 24572.32 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3052, pruned_loss=0.06537, over 2437671.48 frames. utt_duration=1215 frames, utt_pad_proportion=0.0666, over 8033.58 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2936, pruned_loss=0.06236, over 2478327.69 frames. utt_duration=374.6 frames, utt_pad_proportion=0.07111, over 26550.35 utterances.], batch size: 105, lr: 4.81e-04
2022-08-24 04:01:14,567 INFO [train.py:927] (4/8) Epoch 7, batch 8800, giga_loss[loss=0.222, simple_loss=0.3045, pruned_loss=0.06974, over 12395.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0746, over 212.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2937, pruned_loss=0.06218, over 2477625.85 frames. utt_duration=415.7 frames, utt_pad_proportion=0.07009, over 23908.16 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3052, pruned_loss=0.0655, over 2439006.61 frames. utt_duration=1207 frames, utt_pad_proportion=0.06954, over 8094.89 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2929, pruned_loss=0.06196, over 2478735.51 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06938, over 26026.54 utterances.], batch size: 212, lr: 4.81e-04
2022-08-24 04:03:24,336 INFO [train.py:927] (4/8) Epoch 7, batch 8850, giga_loss[loss=0.2671, simple_loss=0.3297, pruned_loss=0.1023, over 12424.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09942, over 257.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2932, pruned_loss=0.06141, over 2477912.90 frames. utt_duration=420.1 frames, utt_pad_proportion=0.06958, over 23662.74 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3053, pruned_loss=0.06544, over 2439796.99 frames. utt_duration=1199 frames, utt_pad_proportion=0.07275, over 8147.37 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2923, pruned_loss=0.06122, over 2478785.17 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06814, over 25587.86 utterances.], batch size: 257, lr: 4.81e-04
2022-08-24 04:05:26,469 INFO [train.py:927] (4/8) Epoch 7, batch 8900, giga_loss[loss=0.2067, simple_loss=0.2889, pruned_loss=0.06228, over 12383.00 frames. utt_duration=473 frames, utt_pad_proportion=0.04261, over 105.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2919, pruned_loss=0.06144, over 2477343.84 frames. utt_duration=412.8 frames, utt_pad_proportion=0.07209, over 24077.61 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3051, pruned_loss=0.06526, over 2440107.87 frames. utt_duration=1205 frames, utt_pad_proportion=0.07124, over 8108.46 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.291, pruned_loss=0.06134, over 2478748.75 frames. utt_duration=381.4 frames, utt_pad_proportion=0.07119, over 26080.57 utterances.], batch size: 105, lr: 4.81e-04
2022-08-24 04:07:24,444 INFO [train.py:927] (4/8) Epoch 7, batch 8950, giga_loss[loss=0.1977, simple_loss=0.2911, pruned_loss=0.05214, over 12439.00 frames. utt_duration=372.4 frames, utt_pad_proportion=0.04516, over 134.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2929, pruned_loss=0.06051, over 2477068.33 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06887, over 23692.13 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3046, pruned_loss=0.06505, over 2440200.01 frames. utt_duration=1211 frames, utt_pad_proportion=0.07037, over 8069.63 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2924, pruned_loss=0.06053, over 2478730.86 frames. utt_duration=388.7 frames, utt_pad_proportion=0.0686, over 25587.78 utterances.], batch size: 134, lr: 4.80e-04
2022-08-24 04:09:25,091 INFO [train.py:927] (4/8) Epoch 7, batch 9000, giga_loss[loss=0.2049, simple_loss=0.2915, pruned_loss=0.05916, over 12379.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.06747, over 211.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2949, pruned_loss=0.06061, over 2476853.13 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06866, over 23687.28 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3046, pruned_loss=0.06496, over 2441095.48 frames. utt_duration=1214 frames, utt_pad_proportion=0.06885, over 8056.09 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2942, pruned_loss=0.06058, over 2478555.85 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06887, over 25737.20 utterances.], batch size: 211, lr: 4.80e-04
2022-08-24 04:09:25,092 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 04:09:39,709 INFO [train.py:967] (4/8) Epoch 7, validation: loss=0.1833, simple_loss=0.292, pruned_loss=0.03731, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 04:11:42,176 INFO [train.py:927] (4/8) Epoch 7, batch 9050, giga_loss[loss=0.1708, simple_loss=0.2562, pruned_loss=0.04272, over 12328.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.03064, over 66.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2945, pruned_loss=0.06028, over 2477028.05 frames. utt_duration=421 frames, utt_pad_proportion=0.06674, over 23601.24 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3048, pruned_loss=0.06515, over 2441462.23 frames. utt_duration=1216 frames, utt_pad_proportion=0.06778, over 8041.05 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2936, pruned_loss=0.06002, over 2478678.55 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06735, over 25514.24 utterances.], batch size: 66, lr: 4.80e-04
2022-08-24 04:13:45,542 INFO [train.py:927] (4/8) Epoch 7, batch 9100, giga_loss[loss=0.1836, simple_loss=0.2638, pruned_loss=0.05165, over 12392.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.02649, over 62.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2933, pruned_loss=0.0595, over 2476791.68 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06494, over 23173.09 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3046, pruned_loss=0.06487, over 2442624.37 frames. utt_duration=1220 frames, utt_pad_proportion=0.06625, over 8019.56 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2923, pruned_loss=0.05932, over 2478533.65 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06599, over 25388.00 utterances.], batch size: 62, lr: 4.80e-04
2022-08-24 04:15:50,697 INFO [train.py:927] (4/8) Epoch 7, batch 9150, giga_loss[loss=0.2437, simple_loss=0.326, pruned_loss=0.08077, over 12393.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03005, over 122.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2939, pruned_loss=0.06044, over 2476617.25 frames. utt_duration=434 frames, utt_pad_proportion=0.06325, over 22887.13 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3047, pruned_loss=0.06509, over 2443119.92 frames. utt_duration=1224 frames, utt_pad_proportion=0.06475, over 7991.19 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2927, pruned_loss=0.05995, over 2478503.02 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06466, over 25097.29 utterances.], batch size: 122, lr: 4.80e-04
2022-08-24 04:17:55,468 INFO [train.py:927] (4/8) Epoch 7, batch 9200, giga_loss[loss=0.2148, simple_loss=0.3002, pruned_loss=0.06474, over 12388.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02691, over 91.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2947, pruned_loss=0.06155, over 2476298.00 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06671, over 23950.22 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3042, pruned_loss=0.06481, over 2443412.10 frames. utt_duration=1230 frames, utt_pad_proportion=0.06384, over 7956.58 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2941, pruned_loss=0.06135, over 2478147.04 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06779, over 26020.56 utterances.], batch size: 91, lr: 4.80e-04
2022-08-24 04:19:48,125 INFO [train.py:927] (4/8) Epoch 7, batch 9250, giga_loss[loss=0.2067, simple_loss=0.303, pruned_loss=0.05522, over 12424.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05721, over 182.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2977, pruned_loss=0.06316, over 2476546.79 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06572, over 24221.67 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3035, pruned_loss=0.06443, over 2444154.57 frames. utt_duration=1236 frames, utt_pad_proportion=0.06233, over 7918.79 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2975, pruned_loss=0.06326, over 2478399.61 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06711, over 26439.25 utterances.], batch size: 182, lr: 4.80e-04
2022-08-24 04:22:07,147 INFO [train.py:927] (4/8) Epoch 7, batch 9300, giga_loss[loss=0.1907, simple_loss=0.2631, pruned_loss=0.05913, over 12382.00 frames. utt_duration=141.1 frames, utt_pad_proportion=0.1702, over 354.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2985, pruned_loss=0.0635, over 2476933.18 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07002, over 25628.43 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3036, pruned_loss=0.06443, over 2444262.74 frames. utt_duration=1238 frames, utt_pad_proportion=0.06184, over 7908.61 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2982, pruned_loss=0.06359, over 2478577.09 frames. utt_duration=361.4 frames, utt_pad_proportion=0.0709, over 27524.86 utterances.], batch size: 354, lr: 4.80e-04
2022-08-24 04:24:09,631 INFO [train.py:927] (4/8) Epoch 7, batch 9350, giga_loss[loss=0.2276, simple_loss=0.3114, pruned_loss=0.07186, over 12417.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03119, over 80.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2982, pruned_loss=0.06335, over 2477095.45 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06717, over 25139.84 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3038, pruned_loss=0.06441, over 2444756.28 frames. utt_duration=1243 frames, utt_pad_proportion=0.06066, over 7878.94 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2978, pruned_loss=0.06342, over 2478990.34 frames. utt_duration=365.1 frames, utt_pad_proportion=0.06844, over 27251.29 utterances.], batch size: 80, lr: 4.80e-04
2022-08-24 04:26:15,422 INFO [train.py:927] (4/8) Epoch 7, batch 9400, giga_loss[loss=0.1946, simple_loss=0.2774, pruned_loss=0.05589, over 12358.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03166, over 51.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2973, pruned_loss=0.06369, over 2477177.31 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06816, over 25199.35 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3035, pruned_loss=0.06432, over 2445100.87 frames. utt_duration=1245 frames, utt_pad_proportion=0.06002, over 7863.88 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2971, pruned_loss=0.06381, over 2478798.33 frames. utt_duration=367 frames, utt_pad_proportion=0.06928, over 27104.12 utterances.], batch size: 51, lr: 4.80e-04
2022-08-24 04:28:17,138 INFO [train.py:927] (4/8) Epoch 7, batch 9450, libri_loss[loss=0.2025, simple_loss=0.2948, pruned_loss=0.0551, over 12470.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007769, over 36.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2963, pruned_loss=0.06285, over 2477443.19 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07017, over 24988.43 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3035, pruned_loss=0.06434, over 2445602.57 frames. utt_duration=1246 frames, utt_pad_proportion=0.05953, over 7861.24 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.296, pruned_loss=0.06291, over 2478541.80 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07111, over 26654.81 utterances.], batch size: 36, lr: 4.80e-04
2022-08-24 04:30:20,742 INFO [train.py:927] (4/8) Epoch 7, batch 9500, giga_loss[loss=0.2237, simple_loss=0.3169, pruned_loss=0.06524, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03714, over 37.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2961, pruned_loss=0.0609, over 2477497.40 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06708, over 23741.55 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3036, pruned_loss=0.06443, over 2445645.06 frames. utt_duration=1247 frames, utt_pad_proportion=0.05908, over 7852.67 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2958, pruned_loss=0.06085, over 2478603.11 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06818, over 25204.34 utterances.], batch size: 37, lr: 4.80e-04
2022-08-24 04:32:25,585 INFO [train.py:927] (4/8) Epoch 7, batch 9550, libri_loss[loss=0.1948, simple_loss=0.2774, pruned_loss=0.05611, over 12178.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.007672, over 30.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2973, pruned_loss=0.0607, over 2477294.17 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06276, over 23289.22 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3037, pruned_loss=0.06465, over 2446124.84 frames. utt_duration=1248 frames, utt_pad_proportion=0.05828, over 7848.20 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2968, pruned_loss=0.0604, over 2478471.62 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06416, over 24805.47 utterances.], batch size: 30, lr: 4.80e-04
2022-08-24 04:34:25,104 INFO [train.py:927] (4/8) Epoch 7, batch 9600, giga_loss[loss=0.2276, simple_loss=0.3019, pruned_loss=0.07662, over 12481.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02885, over 55.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2962, pruned_loss=0.06032, over 2477407.02 frames. utt_duration=409.4 frames, utt_pad_proportion=0.07052, over 24275.27 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3033, pruned_loss=0.06437, over 2447202.04 frames. utt_duration=1248 frames, utt_pad_proportion=0.05757, over 7851.37 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2958, pruned_loss=0.06017, over 2478488.50 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07155, over 26107.63 utterances.], batch size: 55, lr: 4.80e-04
2022-08-24 04:36:42,125 INFO [train.py:927] (4/8) Epoch 7, batch 9650, giga_loss[loss=0.2134, simple_loss=0.3039, pruned_loss=0.0614, over 12461.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03653, over 133.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2961, pruned_loss=0.05975, over 2478014.11 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06888, over 24176.76 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3026, pruned_loss=0.06408, over 2447916.95 frames. utt_duration=1255 frames, utt_pad_proportion=0.05667, over 7808.44 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2963, pruned_loss=0.05978, over 2478909.63 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07014, over 26027.44 utterances.], batch size: 133, lr: 4.79e-04
2022-08-24 04:39:07,841 INFO [train.py:927] (4/8) Epoch 7, batch 9700, giga_loss[loss=0.2254, simple_loss=0.3151, pruned_loss=0.06782, over 12421.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03765, over 105.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.3, pruned_loss=0.06078, over 2477860.69 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06685, over 23904.09 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3034, pruned_loss=0.06412, over 2448270.73 frames. utt_duration=1240 frames, utt_pad_proportion=0.06171, over 7906.29 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2994, pruned_loss=0.06071, over 2478654.37 frames. utt_duration=390 frames, utt_pad_proportion=0.0666, over 25497.04 utterances.], batch size: 105, lr: 4.79e-04
2022-08-24 04:41:28,912 INFO [train.py:927] (4/8) Epoch 7, batch 9750, giga_loss[loss=0.1868, simple_loss=0.2792, pruned_loss=0.04723, over 12449.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05602, over 182.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2979, pruned_loss=0.06032, over 2477831.22 frames. utt_duration=429.9 frames, utt_pad_proportion=0.06314, over 23116.51 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3028, pruned_loss=0.06379, over 2448553.14 frames. utt_duration=1244 frames, utt_pad_proportion=0.06109, over 7879.83 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2979, pruned_loss=0.0605, over 2478599.15 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06332, over 24599.32 utterances.], batch size: 182, lr: 4.79e-04
2022-08-24 04:43:34,871 INFO [train.py:927] (4/8) Epoch 7, batch 9800, giga_loss[loss=0.2276, simple_loss=0.3046, pruned_loss=0.07526, over 12376.00 frames. utt_duration=196.3 frames, utt_pad_proportion=0.09133, over 254.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2967, pruned_loss=0.05947, over 2478227.69 frames. utt_duration=420.1 frames, utt_pad_proportion=0.0621, over 23660.97 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3025, pruned_loss=0.06373, over 2449097.91 frames. utt_duration=1249 frames, utt_pad_proportion=0.06021, over 7852.48 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2968, pruned_loss=0.05959, over 2478864.53 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06254, over 25147.39 utterances.], batch size: 254, lr: 4.79e-04
2022-08-24 04:45:35,630 INFO [train.py:927] (4/8) Epoch 7, batch 9850, giga_loss[loss=0.2164, simple_loss=0.3102, pruned_loss=0.06126, over 12352.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02871, over 66.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2984, pruned_loss=0.06033, over 2477952.19 frames. utt_duration=428.8 frames, utt_pad_proportion=0.05939, over 23176.46 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3027, pruned_loss=0.06398, over 2449537.84 frames. utt_duration=1253 frames, utt_pad_proportion=0.05904, over 7831.36 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2982, pruned_loss=0.0601, over 2478718.73 frames. utt_duration=402 frames, utt_pad_proportion=0.06023, over 24737.00 utterances.], batch size: 66, lr: 4.79e-04
2022-08-24 04:47:35,198 INFO [train.py:927] (4/8) Epoch 7, batch 9900, libri_loss[loss=0.2206, simple_loss=0.2993, pruned_loss=0.07094, over 12276.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006848, over 32.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2979, pruned_loss=0.06068, over 2477696.99 frames. utt_duration=423.7 frames, utt_pad_proportion=0.06016, over 23457.96 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3027, pruned_loss=0.06411, over 2449791.86 frames. utt_duration=1243 frames, utt_pad_proportion=0.06291, over 7894.57 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2977, pruned_loss=0.06033, over 2478469.76 frames. utt_duration=400 frames, utt_pad_proportion=0.05958, over 24856.73 utterances.], batch size: 32, lr: 4.79e-04
2022-08-24 04:49:33,448 INFO [train.py:927] (4/8) Epoch 7, batch 9950, giga_loss[loss=0.2473, simple_loss=0.3316, pruned_loss=0.08149, over 12435.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03661, over 105.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2982, pruned_loss=0.06184, over 2477513.39 frames. utt_duration=425.7 frames, utt_pad_proportion=0.05977, over 23346.25 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3024, pruned_loss=0.06403, over 2449738.07 frames. utt_duration=1246 frames, utt_pad_proportion=0.06249, over 7875.67 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2983, pruned_loss=0.0616, over 2478396.29 frames. utt_duration=404.4 frames, utt_pad_proportion=0.05943, over 24590.26 utterances.], batch size: 105, lr: 4.79e-04
2022-08-24 04:51:15,174 INFO [train.py:927] (4/8) Epoch 7, batch 10000, giga_loss[loss=0.2558, simple_loss=0.3432, pruned_loss=0.08422, over 12433.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03108, over 80.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3047, pruned_loss=0.06553, over 2476963.06 frames. utt_duration=446.8 frames, utt_pad_proportion=0.05761, over 22234.78 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3018, pruned_loss=0.06392, over 2450118.31 frames. utt_duration=1253 frames, utt_pad_proportion=0.06119, over 7834.10 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3052, pruned_loss=0.06542, over 2478054.90 frames. utt_duration=420 frames, utt_pad_proportion=0.05782, over 23670.68 utterances.], batch size: 80, lr: 4.79e-04
2022-08-24 04:53:00,202 INFO [train.py:927] (4/8) Epoch 7, batch 10050, giga_loss[loss=0.1893, simple_loss=0.2592, pruned_loss=0.05966, over 12176.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03658, over 28.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3054, pruned_loss=0.06738, over 2475778.82 frames. utt_duration=456.7 frames, utt_pad_proportion=0.06171, over 21744.09 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3019, pruned_loss=0.064, over 2450283.48 frames. utt_duration=1254 frames, utt_pad_proportion=0.06073, over 7822.80 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3057, pruned_loss=0.06724, over 2476729.39 frames. utt_duration=431.6 frames, utt_pad_proportion=0.06182, over 23019.92 utterances.], batch size: 28, lr: 4.79e-04
2022-08-24 04:54:43,520 INFO [train.py:927] (4/8) Epoch 7, batch 10100, giga_loss[loss=0.1895, simple_loss=0.2548, pruned_loss=0.06206, over 12356.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1928, over 364.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3017, pruned_loss=0.06557, over 2475666.90 frames. utt_duration=475.3 frames, utt_pad_proportion=0.06135, over 20892.05 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3044, pruned_loss=0.06443, over 2450280.88 frames. utt_duration=1259 frames, utt_pad_proportion=0.05985, over 7793.59 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2998, pruned_loss=0.06515, over 2476875.30 frames. utt_duration=448.1 frames, utt_pad_proportion=0.06173, over 22174.19 utterances.], batch size: 364, lr: 4.79e-04
2022-08-24 04:56:25,684 INFO [train.py:927] (4/8) Epoch 7, batch 10150, giga_loss[loss=0.1946, simple_loss=0.2666, pruned_loss=0.06134, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02621, over 48.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2951, pruned_loss=0.0636, over 2475222.66 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06232, over 20455.02 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3049, pruned_loss=0.06444, over 2451135.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.05887, over 7806.02 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.293, pruned_loss=0.06327, over 2476324.07 frames. utt_duration=452.8 frames, utt_pad_proportion=0.06293, over 21940.20 utterances.], batch size: 48, lr: 4.79e-04
2022-08-24 04:58:12,062 INFO [train.py:927] (4/8) Epoch 7, batch 10200, giga_loss[loss=0.1807, simple_loss=0.266, pruned_loss=0.04771, over 12402.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02866, over 58.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2884, pruned_loss=0.06117, over 2475454.41 frames. utt_duration=506.9 frames, utt_pad_proportion=0.05969, over 19586.96 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3047, pruned_loss=0.06442, over 2451283.54 frames. utt_duration=1260 frames, utt_pad_proportion=0.05806, over 7792.88 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2867, pruned_loss=0.06089, over 2476623.34 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06064, over 20998.04 utterances.], batch size: 58, lr: 4.79e-04
2022-08-24 04:59:54,364 INFO [train.py:927] (4/8) Epoch 7, batch 10250, giga_loss[loss=0.1743, simple_loss=0.2473, pruned_loss=0.05069, over 12231.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03092, over 39.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.283, pruned_loss=0.05943, over 2474661.86 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06409, over 19755.62 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3047, pruned_loss=0.06448, over 2451630.52 frames. utt_duration=1261 frames, utt_pad_proportion=0.05714, over 7786.11 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2813, pruned_loss=0.05909, over 2475697.90 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06493, over 21096.99 utterances.], batch size: 39, lr: 4.79e-04
2022-08-24 05:01:37,401 INFO [train.py:927] (4/8) Epoch 7, batch 10300, giga_loss[loss=0.1748, simple_loss=0.2575, pruned_loss=0.04604, over 12404.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03311, over 80.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2778, pruned_loss=0.05772, over 2474673.69 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06795, over 20292.14 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3042, pruned_loss=0.06422, over 2452050.11 frames. utt_duration=1265 frames, utt_pad_proportion=0.05631, over 7765.50 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2764, pruned_loss=0.05757, over 2475504.09 frames. utt_duration=459.7 frames, utt_pad_proportion=0.06874, over 21604.23 utterances.], batch size: 80, lr: 4.79e-04
2022-08-24 05:03:21,232 INFO [train.py:927] (4/8) Epoch 7, batch 10350, giga_loss[loss=0.1956, simple_loss=0.2766, pruned_loss=0.05732, over 12376.00 frames. utt_duration=307.1 frames, utt_pad_proportion=0.05804, over 162.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2724, pruned_loss=0.05527, over 2474125.39 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06573, over 19517.08 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3037, pruned_loss=0.06389, over 2452920.88 frames. utt_duration=1268 frames, utt_pad_proportion=0.0553, over 7747.57 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.271, pruned_loss=0.05525, over 2474596.92 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06696, over 20916.80 utterances.], batch size: 162, lr: 4.78e-04
2022-08-24 05:05:04,625 INFO [train.py:927] (4/8) Epoch 7, batch 10400, libri_loss[loss=0.21, simple_loss=0.307, pruned_loss=0.0565, over 12476.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007213, over 36.00 utterances.], tot_loss[loss=0.1864, simple_loss=0.2668, pruned_loss=0.05298, over 2474471.05 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06924, over 19054.41 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3036, pruned_loss=0.06389, over 2453678.79 frames. utt_duration=1272 frames, utt_pad_proportion=0.05404, over 7726.42 utterances.], giga_tot_loss[loss=0.1851, simple_loss=0.2648, pruned_loss=0.05267, over 2474721.19 frames. utt_duration=484 frames, utt_pad_proportion=0.07056, over 20512.75 utterances.], batch size: 36, lr: 4.78e-04
2022-08-24 05:06:44,450 INFO [train.py:927] (4/8) Epoch 7, batch 10450, giga_loss[loss=0.2346, simple_loss=0.3152, pruned_loss=0.07697, over 12385.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04491, over 146.00 utterances.], tot_loss[loss=0.1888, simple_loss=0.2688, pruned_loss=0.05446, over 2474480.35 frames. utt_duration=511 frames, utt_pad_proportion=0.07045, over 19424.93 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3034, pruned_loss=0.0639, over 2454025.15 frames. utt_duration=1275 frames, utt_pad_proportion=0.05267, over 7705.41 utterances.], giga_tot_loss[loss=0.1869, simple_loss=0.2661, pruned_loss=0.05386, over 2475043.08 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07209, over 20981.95 utterances.], batch size: 146, lr: 4.78e-04
2022-08-24 05:08:25,638 INFO [train.py:927] (4/8) Epoch 7, batch 10500, giga_loss[loss=0.2206, simple_loss=0.3104, pruned_loss=0.06538, over 12404.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02579, over 70.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2807, pruned_loss=0.06073, over 2474934.89 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07173, over 19715.62 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3031, pruned_loss=0.06387, over 2454752.12 frames. utt_duration=1276 frames, utt_pad_proportion=0.05187, over 7701.51 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2781, pruned_loss=0.06012, over 2475286.94 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07339, over 21295.54 utterances.], batch size: 70, lr: 4.78e-04
2022-08-24 05:10:09,037 INFO [train.py:927] (4/8) Epoch 7, batch 10550, giga_loss[loss=0.262, simple_loss=0.34, pruned_loss=0.09204, over 12363.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06591, over 183.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.289, pruned_loss=0.0639, over 2474554.73 frames. utt_duration=510.9 frames, utt_pad_proportion=0.07483, over 19429.46 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3033, pruned_loss=0.06401, over 2455496.22 frames. utt_duration=1266 frames, utt_pad_proportion=0.05468, over 7770.52 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2861, pruned_loss=0.06323, over 2474781.65 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07535, over 21004.82 utterances.], batch size: 183, lr: 4.78e-04
2022-08-24 05:11:51,719 INFO [train.py:927] (4/8) Epoch 7, batch 10600, giga_loss[loss=0.2135, simple_loss=0.3036, pruned_loss=0.06168, over 12437.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04562, over 161.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.292, pruned_loss=0.06442, over 2473978.36 frames. utt_duration=522.3 frames, utt_pad_proportion=0.07243, over 18999.43 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3027, pruned_loss=0.06368, over 2455824.40 frames. utt_duration=1270 frames, utt_pad_proportion=0.05361, over 7746.14 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2897, pruned_loss=0.06415, over 2474434.20 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07355, over 20628.88 utterances.], batch size: 161, lr: 4.78e-04
2022-08-24 05:13:35,511 INFO [train.py:927] (4/8) Epoch 7, batch 10650, giga_loss[loss=0.2974, simple_loss=0.3515, pruned_loss=0.1216, over 12378.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.108, over 259.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2955, pruned_loss=0.06674, over 2472964.24 frames. utt_duration=529.5 frames, utt_pad_proportion=0.0732, over 18734.03 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3026, pruned_loss=0.06357, over 2455901.35 frames. utt_duration=1270 frames, utt_pad_proportion=0.05345, over 7741.74 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2937, pruned_loss=0.06662, over 2473406.06 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07416, over 20115.67 utterances.], batch size: 259, lr: 4.78e-04
2022-08-24 05:15:20,311 INFO [train.py:927] (4/8) Epoch 7, batch 10700, giga_loss[loss=0.2105, simple_loss=0.2985, pruned_loss=0.06131, over 12403.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04713, over 31.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3021, pruned_loss=0.06939, over 2473574.93 frames. utt_duration=524.8 frames, utt_pad_proportion=0.07212, over 18907.28 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3036, pruned_loss=0.06368, over 2456481.25 frames. utt_duration=1272 frames, utt_pad_proportion=0.05265, over 7731.01 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.2998, pruned_loss=0.06928, over 2473711.48 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07334, over 20211.18 utterances.], batch size: 31, lr: 4.78e-04
2022-08-24 05:17:01,104 INFO [train.py:927] (4/8) Epoch 7, batch 10750, libri_loss[loss=0.1959, simple_loss=0.2741, pruned_loss=0.0589, over 12408.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008743, over 30.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3065, pruned_loss=0.07138, over 2473527.82 frames. utt_duration=534.2 frames, utt_pad_proportion=0.0702, over 18574.31 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3035, pruned_loss=0.06369, over 2456556.13 frames. utt_duration=1276 frames, utt_pad_proportion=0.05209, over 7710.13 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3048, pruned_loss=0.07137, over 2473769.80 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07156, over 19765.51 utterances.], batch size: 30, lr: 4.78e-04
2022-08-24 05:18:43,925 INFO [train.py:927] (4/8) Epoch 7, batch 10800, libri_loss[loss=0.2293, simple_loss=0.3113, pruned_loss=0.07369, over 12316.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004843, over 35.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3074, pruned_loss=0.07085, over 2472819.56 frames. utt_duration=531.4 frames, utt_pad_proportion=0.07364, over 18665.05 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3031, pruned_loss=0.06362, over 2456500.03 frames. utt_duration=1281 frames, utt_pad_proportion=0.05072, over 7679.37 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3064, pruned_loss=0.07117, over 2473649.85 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07521, over 20040.95 utterances.], batch size: 35, lr: 4.78e-04
2022-08-24 05:20:25,950 INFO [train.py:927] (4/8) Epoch 7, batch 10850, giga_loss[loss=0.1959, simple_loss=0.2867, pruned_loss=0.05252, over 12409.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02809, over 62.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3073, pruned_loss=0.06968, over 2471672.26 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06907, over 17168.88 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.303, pruned_loss=0.06354, over 2456848.67 frames. utt_duration=1284 frames, utt_pad_proportion=0.04942, over 7662.61 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3068, pruned_loss=0.07026, over 2472614.00 frames. utt_duration=531.1 frames, utt_pad_proportion=0.07155, over 18674.05 utterances.], batch size: 62, lr: 4.78e-04
2022-08-24 05:22:09,991 INFO [train.py:927] (4/8) Epoch 7, batch 10900, giga_loss[loss=0.1993, simple_loss=0.2864, pruned_loss=0.05613, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03557, over 40.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.308, pruned_loss=0.0703, over 2471997.42 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06795, over 16675.63 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.303, pruned_loss=0.06375, over 2457247.20 frames. utt_duration=1275 frames, utt_pad_proportion=0.05266, over 7715.79 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3078, pruned_loss=0.07075, over 2472794.25 frames. utt_duration=548.5 frames, utt_pad_proportion=0.0692, over 18083.57 utterances.], batch size: 40, lr: 4.78e-04
2022-08-24 05:23:54,880 INFO [train.py:927] (4/8) Epoch 7, batch 10950, giga_loss[loss=0.2088, simple_loss=0.294, pruned_loss=0.06184, over 12480.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03285, over 43.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3092, pruned_loss=0.07235, over 2472108.06 frames. utt_duration=607.7 frames, utt_pad_proportion=0.06377, over 16310.94 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3031, pruned_loss=0.06377, over 2457747.67 frames. utt_duration=1273 frames, utt_pad_proportion=0.05287, over 7729.10 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.309, pruned_loss=0.07282, over 2472566.86 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06514, over 17570.84 utterances.], batch size: 43, lr: 4.78e-04
2022-08-24 05:25:39,805 INFO [train.py:927] (4/8) Epoch 7, batch 11000, giga_loss[loss=0.2242, simple_loss=0.3006, pruned_loss=0.07388, over 12362.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02675, over 48.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3077, pruned_loss=0.07228, over 2472081.94 frames. utt_duration=609.5 frames, utt_pad_proportion=0.06373, over 16262.71 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.303, pruned_loss=0.06355, over 2458050.89 frames. utt_duration=1276 frames, utt_pad_proportion=0.05197, over 7712.60 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3078, pruned_loss=0.07309, over 2472548.66 frames. utt_duration=566 frames, utt_pad_proportion=0.06537, over 17519.46 utterances.], batch size: 48, lr: 4.78e-04
2022-08-24 05:27:22,905 INFO [train.py:927] (4/8) Epoch 7, batch 11050, giga_loss[loss=0.2551, simple_loss=0.3257, pruned_loss=0.09221, over 12355.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1992, over 367.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3068, pruned_loss=0.07167, over 2472724.92 frames. utt_duration=588.1 frames, utt_pad_proportion=0.06483, over 16860.24 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3023, pruned_loss=0.0633, over 2458417.79 frames. utt_duration=1282 frames, utt_pad_proportion=0.05078, over 7681.16 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3076, pruned_loss=0.0728, over 2473207.47 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06656, over 18175.52 utterances.], batch size: 367, lr: 4.77e-04
2022-08-24 05:29:07,978 INFO [train.py:927] (4/8) Epoch 7, batch 11100, giga_loss[loss=0.2017, simple_loss=0.2835, pruned_loss=0.05988, over 12425.00 frames. utt_duration=437.5 frames, utt_pad_proportion=0.0448, over 114.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3034, pruned_loss=0.07011, over 2472852.41 frames. utt_duration=565.6 frames, utt_pad_proportion=0.0662, over 17535.40 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3021, pruned_loss=0.06332, over 2458585.30 frames. utt_duration=1286 frames, utt_pad_proportion=0.04981, over 7655.92 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3043, pruned_loss=0.07121, over 2473483.94 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06793, over 18860.17 utterances.], batch size: 114, lr: 4.77e-04
2022-08-24 05:30:51,740 INFO [train.py:927] (4/8) Epoch 7, batch 11150, giga_loss[loss=0.211, simple_loss=0.2847, pruned_loss=0.06863, over 12434.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03935, over 37.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2984, pruned_loss=0.06799, over 2473097.08 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06176, over 17527.88 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3022, pruned_loss=0.06341, over 2458661.61 frames. utt_duration=1283 frames, utt_pad_proportion=0.04995, over 7673.70 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2991, pruned_loss=0.06887, over 2473800.00 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06344, over 18740.26 utterances.], batch size: 37, lr: 4.77e-04
2022-08-24 05:32:35,459 INFO [train.py:927] (4/8) Epoch 7, batch 11200, giga_loss[loss=0.2053, simple_loss=0.2893, pruned_loss=0.06064, over 12431.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03222, over 80.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2977, pruned_loss=0.06825, over 2473876.84 frames. utt_duration=523.6 frames, utt_pad_proportion=0.07056, over 18954.55 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3024, pruned_loss=0.06352, over 2458684.77 frames. utt_duration=1284 frames, utt_pad_proportion=0.04937, over 7666.61 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2979, pruned_loss=0.06892, over 2474633.05 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07163, over 20064.85 utterances.], batch size: 80, lr: 4.77e-04
2022-08-24 05:34:16,844 INFO [train.py:927] (4/8) Epoch 7, batch 11250, giga_loss[loss=0.195, simple_loss=0.2792, pruned_loss=0.05545, over 12362.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02777, over 66.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2956, pruned_loss=0.06672, over 2472663.26 frames. utt_duration=564 frames, utt_pad_proportion=0.06478, over 17582.54 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3027, pruned_loss=0.06349, over 2458952.67 frames. utt_duration=1286 frames, utt_pad_proportion=0.04879, over 7656.65 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2955, pruned_loss=0.06734, over 2473216.92 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06629, over 18605.83 utterances.], batch size: 66, lr: 4.77e-04
2022-08-24 05:36:01,298 INFO [train.py:927] (4/8) Epoch 7, batch 11300, giga_loss[loss=0.1848, simple_loss=0.2765, pruned_loss=0.04654, over 12380.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02749, over 70.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2923, pruned_loss=0.06509, over 2472633.45 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05924, over 16811.68 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3029, pruned_loss=0.06352, over 2459161.77 frames. utt_duration=1283 frames, utt_pad_proportion=0.04911, over 7678.54 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2919, pruned_loss=0.06558, over 2473066.12 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06077, over 17734.69 utterances.], batch size: 70, lr: 4.77e-04
2022-08-24 05:37:42,161 INFO [train.py:927] (4/8) Epoch 7, batch 11350, giga_loss[loss=0.2428, simple_loss=0.3155, pruned_loss=0.08501, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05364, over 162.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.289, pruned_loss=0.06387, over 2472634.05 frames. utt_duration=609.9 frames, utt_pad_proportion=0.05557, over 16257.67 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3025, pruned_loss=0.0634, over 2459343.55 frames. utt_duration=1290 frames, utt_pad_proportion=0.04835, over 7632.06 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2888, pruned_loss=0.06439, over 2473109.82 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05738, over 17227.20 utterances.], batch size: 162, lr: 4.77e-04
2022-08-24 05:39:26,007 INFO [train.py:927] (4/8) Epoch 7, batch 11400, giga_loss[loss=0.2069, simple_loss=0.2901, pruned_loss=0.06184, over 12397.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03701, over 105.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2863, pruned_loss=0.06302, over 2472490.63 frames. utt_duration=635.9 frames, utt_pad_proportion=0.05168, over 15588.23 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3024, pruned_loss=0.06332, over 2459296.05 frames. utt_duration=1293 frames, utt_pad_proportion=0.04778, over 7618.63 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.286, pruned_loss=0.0635, over 2473098.84 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05363, over 16477.03 utterances.], batch size: 105, lr: 4.77e-04
2022-08-24 05:41:06,707 INFO [train.py:927] (4/8) Epoch 7, batch 11450, giga_loss[loss=0.1905, simple_loss=0.2701, pruned_loss=0.05544, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03377, over 39.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2837, pruned_loss=0.06235, over 2471258.99 frames. utt_duration=661.9 frames, utt_pad_proportion=0.04916, over 14969.09 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3024, pruned_loss=0.06351, over 2459236.52 frames. utt_duration=1296 frames, utt_pad_proportion=0.04687, over 7599.40 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2831, pruned_loss=0.06255, over 2472068.22 frames. utt_duration=624.9 frames, utt_pad_proportion=0.05131, over 15861.53 utterances.], batch size: 39, lr: 4.77e-04
2022-08-24 05:42:49,271 INFO [train.py:927] (4/8) Epoch 7, batch 11500, giga_loss[loss=0.2101, simple_loss=0.2961, pruned_loss=0.06209, over 12358.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03974, over 113.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2833, pruned_loss=0.06251, over 2470817.84 frames. utt_duration=635.9 frames, utt_pad_proportion=0.05339, over 15578.56 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3022, pruned_loss=0.06349, over 2459373.95 frames. utt_duration=1299 frames, utt_pad_proportion=0.04615, over 7581.55 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2826, pruned_loss=0.06266, over 2471569.31 frames. utt_duration=603.2 frames, utt_pad_proportion=0.05512, over 16431.40 utterances.], batch size: 113, lr: 4.77e-04
2022-08-24 05:44:33,487 INFO [train.py:927] (4/8) Epoch 7, batch 11550, giga_loss[loss=0.2086, simple_loss=0.2881, pruned_loss=0.06454, over 12412.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.03815, over 26.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2864, pruned_loss=0.06431, over 2472089.93 frames. utt_duration=630.9 frames, utt_pad_proportion=0.05582, over 15710.21 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.302, pruned_loss=0.06339, over 2460061.61 frames. utt_duration=1298 frames, utt_pad_proportion=0.04578, over 7589.21 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2855, pruned_loss=0.06453, over 2472499.78 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05733, over 16680.13 utterances.], batch size: 26, lr: 4.77e-04
2022-08-24 05:46:13,102 INFO [train.py:927] (4/8) Epoch 7, batch 11600, libri_loss[loss=0.1714, simple_loss=0.2537, pruned_loss=0.04459, over 12243.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.006909, over 29.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2923, pruned_loss=0.0673, over 2472237.12 frames. utt_duration=628 frames, utt_pad_proportion=0.05977, over 15782.99 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3018, pruned_loss=0.06329, over 2460819.06 frames. utt_duration=1297 frames, utt_pad_proportion=0.04474, over 7597.16 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2912, pruned_loss=0.06774, over 2472482.68 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06157, over 17004.74 utterances.], batch size: 29, lr: 4.77e-04
2022-08-24 05:47:57,521 INFO [train.py:927] (4/8) Epoch 7, batch 11650, giga_loss[loss=0.2411, simple_loss=0.3194, pruned_loss=0.08144, over 12281.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02627, over 54.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.2989, pruned_loss=0.07009, over 2473043.86 frames. utt_duration=559 frames, utt_pad_proportion=0.07145, over 17741.97 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3019, pruned_loss=0.06328, over 2461232.10 frames. utt_duration=1292 frames, utt_pad_proportion=0.045, over 7626.16 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2977, pruned_loss=0.07055, over 2473089.35 frames. utt_duration=526.5 frames, utt_pad_proportion=0.07214, over 18843.61 utterances.], batch size: 54, lr: 4.77e-04
2022-08-24 05:49:38,993 INFO [train.py:927] (4/8) Epoch 7, batch 11700, libri_loss[loss=0.2041, simple_loss=0.3013, pruned_loss=0.05342, over 12456.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005682, over 35.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3042, pruned_loss=0.07269, over 2473828.87 frames. utt_duration=551 frames, utt_pad_proportion=0.07594, over 18007.63 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3014, pruned_loss=0.06308, over 2461774.58 frames. utt_duration=1300 frames, utt_pad_proportion=0.04348, over 7583.78 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3037, pruned_loss=0.07358, over 2473920.11 frames. utt_duration=511.5 frames, utt_pad_proportion=0.07716, over 19403.68 utterances.], batch size: 35, lr: 4.77e-04
2022-08-24 05:51:20,888 INFO [train.py:927] (4/8) Epoch 7, batch 11750, giga_loss[loss=0.187, simple_loss=0.2795, pruned_loss=0.04726, over 12470.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03827, over 26.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3031, pruned_loss=0.07086, over 2472838.99 frames. utt_duration=545.8 frames, utt_pad_proportion=0.07108, over 18173.52 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3009, pruned_loss=0.06295, over 2461149.64 frames. utt_duration=1306 frames, utt_pad_proportion=0.04276, over 7546.53 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3032, pruned_loss=0.0719, over 2473745.32 frames. utt_duration=507.2 frames, utt_pad_proportion=0.07284, over 19567.34 utterances.], batch size: 26, lr: 4.76e-04
2022-08-24 05:53:03,493 INFO [train.py:927] (4/8) Epoch 7, batch 11800, libri_loss[loss=0.198, simple_loss=0.2902, pruned_loss=0.05285, over 12191.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006069, over 33.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3018, pruned_loss=0.06919, over 2472204.60 frames. utt_duration=558.5 frames, utt_pad_proportion=0.0665, over 17752.62 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3006, pruned_loss=0.06279, over 2460805.14 frames. utt_duration=1309 frames, utt_pad_proportion=0.04232, over 7528.42 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3021, pruned_loss=0.07026, over 2473393.31 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06848, over 19012.20 utterances.], batch size: 33, lr: 4.76e-04
2022-08-24 05:54:47,476 INFO [train.py:927] (4/8) Epoch 7, batch 11850, giga_loss[loss=0.2315, simple_loss=0.3089, pruned_loss=0.077, over 12377.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03051, over 58.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3036, pruned_loss=0.06988, over 2473119.80 frames. utt_duration=577.6 frames, utt_pad_proportion=0.06477, over 17172.21 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3002, pruned_loss=0.06261, over 2461381.51 frames. utt_duration=1309 frames, utt_pad_proportion=0.04225, over 7531.59 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3044, pruned_loss=0.07114, over 2473941.35 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06688, over 18510.35 utterances.], batch size: 58, lr: 4.76e-04
2022-08-24 05:56:38,370 INFO [train.py:927] (4/8) Epoch 7, batch 11900, giga_loss[loss=0.2398, simple_loss=0.3036, pruned_loss=0.08802, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03328, over 39.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3069, pruned_loss=0.07245, over 2471870.75 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06452, over 17706.60 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3003, pruned_loss=0.06281, over 2461240.52 frames. utt_duration=1311 frames, utt_pad_proportion=0.04173, over 7520.41 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3076, pruned_loss=0.07346, over 2472935.20 frames. utt_duration=522 frames, utt_pad_proportion=0.06655, over 19004.54 utterances.], batch size: 39, lr: 4.76e-04
2022-08-24 05:58:22,669 INFO [train.py:927] (4/8) Epoch 7, batch 11950, giga_loss[loss=0.2097, simple_loss=0.295, pruned_loss=0.06214, over 12251.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03638, over 28.00 utterances.], tot_loss[loss=0.226, simple_loss=0.307, pruned_loss=0.07251, over 2471673.94 frames. utt_duration=579.7 frames, utt_pad_proportion=0.06479, over 17098.43 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3002, pruned_loss=0.0628, over 2461047.19 frames. utt_duration=1314 frames, utt_pad_proportion=0.04094, over 7498.63 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3077, pruned_loss=0.07353, over 2472935.25 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06695, over 18380.79 utterances.], batch size: 28, lr: 4.76e-04
2022-08-24 06:00:07,839 INFO [train.py:927] (4/8) Epoch 7, batch 12000, giga_loss[loss=0.2889, simple_loss=0.3464, pruned_loss=0.1157, over 12382.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1075, over 259.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3071, pruned_loss=0.07246, over 2472438.41 frames. utt_duration=614 frames, utt_pad_proportion=0.06099, over 16146.03 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2999, pruned_loss=0.06295, over 2461015.15 frames. utt_duration=1318 frames, utt_pad_proportion=0.04017, over 7478.89 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3081, pruned_loss=0.0734, over 2473752.16 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06359, over 17428.62 utterances.], batch size: 259, lr: 4.76e-04
2022-08-24 06:00:07,840 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 06:00:22,672 INFO [train.py:967] (4/8) Epoch 7, validation: loss=0.1923, simple_loss=0.3061, pruned_loss=0.0393, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 06:02:07,460 INFO [train.py:927] (4/8) Epoch 7, batch 12050, giga_loss[loss=0.2072, simple_loss=0.3017, pruned_loss=0.05638, over 12457.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.0308, over 75.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3087, pruned_loss=0.07269, over 2472867.79 frames. utt_duration=612.2 frames, utt_pad_proportion=0.06197, over 16197.86 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3006, pruned_loss=0.06314, over 2461210.11 frames. utt_duration=1307 frames, utt_pad_proportion=0.04452, over 7539.61 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3092, pruned_loss=0.07358, over 2474121.86 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06261, over 17451.40 utterances.], batch size: 75, lr: 4.76e-04
2022-08-24 06:03:49,477 INFO [train.py:927] (4/8) Epoch 7, batch 12100, giga_loss[loss=0.1914, simple_loss=0.272, pruned_loss=0.05539, over 12362.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04644, over 26.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.309, pruned_loss=0.0737, over 2472977.97 frames. utt_duration=623.8 frames, utt_pad_proportion=0.06092, over 15896.27 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3006, pruned_loss=0.06341, over 2461575.36 frames. utt_duration=1300 frames, utt_pad_proportion=0.04822, over 7581.43 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3095, pruned_loss=0.07446, over 2474012.12 frames. utt_duration=579.7 frames, utt_pad_proportion=0.0601, over 17115.78 utterances.], batch size: 26, lr: 4.76e-04
2022-08-24 06:05:32,332 INFO [train.py:927] (4/8) Epoch 7, batch 12150, giga_loss[loss=0.2686, simple_loss=0.3377, pruned_loss=0.09975, over 12401.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06761, over 184.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3085, pruned_loss=0.07385, over 2472572.31 frames. utt_duration=619.9 frames, utt_pad_proportion=0.06139, over 15994.42 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3007, pruned_loss=0.06363, over 2462156.48 frames. utt_duration=1296 frames, utt_pad_proportion=0.0481, over 7606.29 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3091, pruned_loss=0.07457, over 2473209.08 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06097, over 17218.09 utterances.], batch size: 184, lr: 4.76e-04
2022-08-24 06:07:15,238 INFO [train.py:927] (4/8) Epoch 7, batch 12200, giga_loss[loss=0.2499, simple_loss=0.3217, pruned_loss=0.08905, over 12376.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03058, over 97.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3096, pruned_loss=0.07477, over 2473165.83 frames. utt_duration=626.7 frames, utt_pad_proportion=0.0586, over 15823.67 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.301, pruned_loss=0.06389, over 2462797.13 frames. utt_duration=1294 frames, utt_pad_proportion=0.04737, over 7619.07 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.07533, over 2473334.19 frames. utt_duration=584.7 frames, utt_pad_proportion=0.05885, over 16962.99 utterances.], batch size: 97, lr: 4.76e-04
2022-08-24 06:08:57,958 INFO [train.py:927] (4/8) Epoch 7, batch 12250, giga_loss[loss=0.1971, simple_loss=0.29, pruned_loss=0.05204, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04119, over 31.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3097, pruned_loss=0.07432, over 2472722.74 frames. utt_duration=649.4 frames, utt_pad_proportion=0.05974, over 15266.87 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3015, pruned_loss=0.0645, over 2462908.41 frames. utt_duration=1286 frames, utt_pad_proportion=0.05066, over 7670.24 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3098, pruned_loss=0.07459, over 2473075.06 frames. utt_duration=605 frames, utt_pad_proportion=0.05874, over 16390.33 utterances.], batch size: 31, lr: 4.76e-04
2022-08-24 06:10:40,416 INFO [train.py:927] (4/8) Epoch 7, batch 12300, giga_loss[loss=0.1952, simple_loss=0.2808, pruned_loss=0.05479, over 12310.00 frames. utt_duration=795.7 frames, utt_pad_proportion=0.03556, over 62.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3093, pruned_loss=0.07435, over 2472980.21 frames. utt_duration=641.3 frames, utt_pad_proportion=0.05938, over 15461.77 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.301, pruned_loss=0.06453, over 2463209.70 frames. utt_duration=1292 frames, utt_pad_proportion=0.04914, over 7636.58 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3102, pruned_loss=0.07494, over 2473395.02 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05935, over 16708.20 utterances.], batch size: 62, lr: 4.76e-04
2022-08-24 06:12:23,782 INFO [train.py:927] (4/8) Epoch 7, batch 12350, giga_loss[loss=0.1938, simple_loss=0.2719, pruned_loss=0.05782, over 12206.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.04174, over 28.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3074, pruned_loss=0.0738, over 2473037.06 frames. utt_duration=630.3 frames, utt_pad_proportion=0.05892, over 15733.06 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3012, pruned_loss=0.06502, over 2463570.41 frames. utt_duration=1290 frames, utt_pad_proportion=0.0495, over 7649.48 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3081, pruned_loss=0.07403, over 2473235.78 frames. utt_duration=588.4 frames, utt_pad_proportion=0.05891, over 16856.56 utterances.], batch size: 28, lr: 4.76e-04
2022-08-24 06:14:06,310 INFO [train.py:927] (4/8) Epoch 7, batch 12400, libri_loss[loss=0.3109, simple_loss=0.396, pruned_loss=0.1129, over 12305.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005408, over 35.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3066, pruned_loss=0.07376, over 2472756.68 frames. utt_duration=631.7 frames, utt_pad_proportion=0.06254, over 15693.93 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3023, pruned_loss=0.06565, over 2463745.86 frames. utt_duration=1289 frames, utt_pad_proportion=0.04911, over 7651.41 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3062, pruned_loss=0.0735, over 2472920.56 frames. utt_duration=592.5 frames, utt_pad_proportion=0.06259, over 16736.80 utterances.], batch size: 35, lr: 4.76e-04
2022-08-24 06:15:44,716 INFO [train.py:927] (4/8) Epoch 7, batch 12450, giga_loss[loss=0.2049, simple_loss=0.2855, pruned_loss=0.06213, over 12394.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03919, over 113.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3038, pruned_loss=0.07258, over 2471406.96 frames. utt_duration=654.9 frames, utt_pad_proportion=0.05919, over 15130.70 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3026, pruned_loss=0.06611, over 2464018.07 frames. utt_duration=1293 frames, utt_pad_proportion=0.04746, over 7631.18 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3033, pruned_loss=0.07224, over 2471619.95 frames. utt_duration=607.3 frames, utt_pad_proportion=0.06037, over 16318.52 utterances.], batch size: 113, lr: 4.76e-04
2022-08-24 06:17:26,000 INFO [train.py:927] (4/8) Epoch 7, batch 12500, giga_loss[loss=0.1954, simple_loss=0.2835, pruned_loss=0.05364, over 12379.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.03115, over 62.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3015, pruned_loss=0.0716, over 2471828.16 frames. utt_duration=608.9 frames, utt_pad_proportion=0.06429, over 16278.55 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3027, pruned_loss=0.06651, over 2463910.74 frames. utt_duration=1294 frames, utt_pad_proportion=0.0463, over 7623.88 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3011, pruned_loss=0.07125, over 2472440.66 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06564, over 17634.37 utterances.], batch size: 62, lr: 4.75e-04
2022-08-24 06:19:08,167 INFO [train.py:927] (4/8) Epoch 7, batch 12550, giga_loss[loss=0.1945, simple_loss=0.2686, pruned_loss=0.06015, over 12261.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03087, over 45.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.2986, pruned_loss=0.07055, over 2471803.44 frames. utt_duration=630.7 frames, utt_pad_proportion=0.06, over 15713.41 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3029, pruned_loss=0.06687, over 2464127.67 frames. utt_duration=1293 frames, utt_pad_proportion=0.04561, over 7631.20 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.298, pruned_loss=0.07004, over 2472310.89 frames. utt_duration=582.5 frames, utt_pad_proportion=0.06188, over 17021.73 utterances.], batch size: 45, lr: 4.75e-04
2022-08-24 06:20:51,469 INFO [train.py:927] (4/8) Epoch 7, batch 12600, giga_loss[loss=0.2295, simple_loss=0.3111, pruned_loss=0.07391, over 12353.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03339, over 62.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3009, pruned_loss=0.07123, over 2472121.16 frames. utt_duration=604.6 frames, utt_pad_proportion=0.06313, over 16395.63 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3034, pruned_loss=0.06725, over 2464383.49 frames. utt_duration=1291 frames, utt_pad_proportion=0.04553, over 7642.39 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.2998, pruned_loss=0.07062, over 2472559.92 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06473, over 17719.29 utterances.], batch size: 62, lr: 4.75e-04
2022-08-24 06:22:32,992 INFO [train.py:927] (4/8) Epoch 7, batch 12650, giga_loss[loss=0.1989, simple_loss=0.2876, pruned_loss=0.05505, over 12399.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0333, over 80.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3022, pruned_loss=0.07065, over 2473301.66 frames. utt_duration=577.1 frames, utt_pad_proportion=0.06117, over 17186.04 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3038, pruned_loss=0.06739, over 2464462.57 frames. utt_duration=1291 frames, utt_pad_proportion=0.04541, over 7647.18 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.301, pruned_loss=0.07007, over 2473608.89 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06258, over 18258.24 utterances.], batch size: 80, lr: 4.75e-04
2022-08-24 06:24:14,284 INFO [train.py:927] (4/8) Epoch 7, batch 12700, giga_loss[loss=0.2146, simple_loss=0.2901, pruned_loss=0.06955, over 12261.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02913, over 42.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3021, pruned_loss=0.07021, over 2473452.36 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06177, over 17799.59 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3047, pruned_loss=0.06789, over 2464498.96 frames. utt_duration=1291 frames, utt_pad_proportion=0.04494, over 7642.50 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3003, pruned_loss=0.06931, over 2473793.47 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06312, over 18797.09 utterances.], batch size: 42, lr: 4.75e-04
2022-08-24 06:25:57,460 INFO [train.py:927] (4/8) Epoch 7, batch 12750, giga_loss[loss=0.204, simple_loss=0.2943, pruned_loss=0.05686, over 12437.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03212, over 75.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3014, pruned_loss=0.0696, over 2473235.85 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06795, over 18620.02 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3048, pruned_loss=0.06803, over 2464414.08 frames. utt_duration=1294 frames, utt_pad_proportion=0.04462, over 7623.92 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.2999, pruned_loss=0.0688, over 2473692.62 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06884, over 19547.59 utterances.], batch size: 75, lr: 4.75e-04
2022-08-24 06:27:39,782 INFO [train.py:927] (4/8) Epoch 7, batch 12800, giga_loss[loss=0.2026, simple_loss=0.2944, pruned_loss=0.05536, over 12390.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02944, over 58.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3033, pruned_loss=0.07071, over 2473226.24 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06731, over 18363.78 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3053, pruned_loss=0.06866, over 2464331.61 frames. utt_duration=1280 frames, utt_pad_proportion=0.04887, over 7710.07 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3015, pruned_loss=0.06956, over 2473872.81 frames. utt_duration=515 frames, utt_pad_proportion=0.0669, over 19270.93 utterances.], batch size: 58, lr: 4.75e-04
2022-08-24 06:29:24,670 INFO [train.py:927] (4/8) Epoch 7, batch 12850, giga_loss[loss=0.2732, simple_loss=0.35, pruned_loss=0.09824, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03673, over 105.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3045, pruned_loss=0.07095, over 2473525.30 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06175, over 17705.11 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3055, pruned_loss=0.06894, over 2464522.08 frames. utt_duration=1278 frames, utt_pad_proportion=0.04866, over 7722.93 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3029, pruned_loss=0.06983, over 2474074.81 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06191, over 18647.57 utterances.], batch size: 105, lr: 4.75e-04
2022-08-24 06:31:05,343 INFO [train.py:927] (4/8) Epoch 7, batch 12900, giga_loss[loss=0.1779, simple_loss=0.2666, pruned_loss=0.04465, over 12276.00 frames. utt_duration=1890 frames, utt_pad_proportion=0.05464, over 26.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3059, pruned_loss=0.07218, over 2472787.99 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05854, over 17403.78 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3062, pruned_loss=0.06978, over 2464762.38 frames. utt_duration=1275 frames, utt_pad_proportion=0.04802, over 7740.24 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.304, pruned_loss=0.07058, over 2473229.07 frames. utt_duration=538.9 frames, utt_pad_proportion=0.0592, over 18410.05 utterances.], batch size: 26, lr: 4.75e-04
2022-08-24 06:32:46,586 INFO [train.py:927] (4/8) Epoch 7, batch 12950, giga_loss[loss=0.2145, simple_loss=0.2951, pruned_loss=0.06698, over 12477.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03454, over 37.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3042, pruned_loss=0.07137, over 2472852.98 frames. utt_duration=568.3 frames, utt_pad_proportion=0.0612, over 17450.72 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3057, pruned_loss=0.0697, over 2464665.02 frames. utt_duration=1280 frames, utt_pad_proportion=0.04719, over 7710.03 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.303, pruned_loss=0.07021, over 2473451.34 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06197, over 18481.86 utterances.], batch size: 37, lr: 4.75e-04
2022-08-24 06:34:27,119 INFO [train.py:927] (4/8) Epoch 7, batch 13000, giga_loss[loss=0.2785, simple_loss=0.3395, pruned_loss=0.1088, over 12403.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1101, over 260.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.302, pruned_loss=0.07091, over 2472510.69 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06268, over 17544.47 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3058, pruned_loss=0.07011, over 2464600.62 frames. utt_duration=1273 frames, utt_pad_proportion=0.05076, over 7754.82 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.301, pruned_loss=0.06969, over 2473268.75 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06221, over 18632.73 utterances.], batch size: 260, lr: 4.75e-04
2022-08-24 06:36:07,041 INFO [train.py:927] (4/8) Epoch 7, batch 13050, giga_loss[loss=0.2005, simple_loss=0.3002, pruned_loss=0.05033, over 12399.00 frames. utt_duration=662.7 frames, utt_pad_proportion=0.03532, over 75.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3026, pruned_loss=0.07018, over 2473307.58 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05933, over 17946.84 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3054, pruned_loss=0.07012, over 2464672.67 frames. utt_duration=1277 frames, utt_pad_proportion=0.05005, over 7727.25 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.302, pruned_loss=0.06918, over 2474014.32 frames. utt_duration=520.5 frames, utt_pad_proportion=0.05947, over 19068.25 utterances.], batch size: 75, lr: 4.75e-04
2022-08-24 06:37:49,598 INFO [train.py:927] (4/8) Epoch 7, batch 13100, giga_loss[loss=0.2174, simple_loss=0.3036, pruned_loss=0.06561, over 12422.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.0389, over 123.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3026, pruned_loss=0.06937, over 2473413.21 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05728, over 17899.48 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3056, pruned_loss=0.07033, over 2464668.30 frames. utt_duration=1278 frames, utt_pad_proportion=0.04985, over 7724.62 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.302, pruned_loss=0.06841, over 2474006.71 frames. utt_duration=527.3 frames, utt_pad_proportion=0.05759, over 18821.86 utterances.], batch size: 123, lr: 4.75e-04
2022-08-24 06:39:30,341 INFO [train.py:927] (4/8) Epoch 7, batch 13150, giga_loss[loss=0.1951, simple_loss=0.2743, pruned_loss=0.05794, over 12197.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04123, over 28.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3015, pruned_loss=0.0698, over 2473570.34 frames. utt_duration=547.6 frames, utt_pad_proportion=0.05886, over 18118.53 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3062, pruned_loss=0.07056, over 2464769.09 frames. utt_duration=1267 frames, utt_pad_proportion=0.05355, over 7787.83 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3005, pruned_loss=0.06882, over 2474104.56 frames. utt_duration=523.2 frames, utt_pad_proportion=0.0578, over 18969.65 utterances.], batch size: 28, lr: 4.75e-04
2022-08-24 06:41:11,261 INFO [train.py:927] (4/8) Epoch 7, batch 13200, giga_loss[loss=0.21, simple_loss=0.2923, pruned_loss=0.06386, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03661, over 105.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3016, pruned_loss=0.07092, over 2474079.17 frames. utt_duration=538.3 frames, utt_pad_proportion=0.05817, over 18434.45 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3065, pruned_loss=0.07109, over 2464710.66 frames. utt_duration=1270 frames, utt_pad_proportion=0.05188, over 7772.71 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3002, pruned_loss=0.06964, over 2474971.92 frames. utt_duration=507.1 frames, utt_pad_proportion=0.05808, over 19582.50 utterances.], batch size: 105, lr: 4.74e-04
2022-08-24 06:42:49,456 INFO [train.py:927] (4/8) Epoch 7, batch 13250, giga_loss[loss=0.1967, simple_loss=0.2715, pruned_loss=0.06098, over 12449.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03448, over 86.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.2995, pruned_loss=0.07018, over 2474382.12 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05781, over 17985.91 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3065, pruned_loss=0.07133, over 2465089.63 frames. utt_duration=1271 frames, utt_pad_proportion=0.05125, over 7767.81 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2982, pruned_loss=0.06888, over 2475118.91 frames. utt_duration=514.3 frames, utt_pad_proportion=0.05812, over 19307.68 utterances.], batch size: 86, lr: 4.74e-04
2022-08-24 06:44:28,836 INFO [train.py:927] (4/8) Epoch 7, batch 13300, giga_loss[loss=0.2024, simple_loss=0.2898, pruned_loss=0.05754, over 12443.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03665, over 133.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2948, pruned_loss=0.06809, over 2475155.56 frames. utt_duration=542 frames, utt_pad_proportion=0.05939, over 18317.48 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3062, pruned_loss=0.07138, over 2465225.72 frames. utt_duration=1275 frames, utt_pad_proportion=0.05055, over 7743.71 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2938, pruned_loss=0.06696, over 2475790.23 frames. utt_duration=507.3 frames, utt_pad_proportion=0.05984, over 19580.29 utterances.], batch size: 133, lr: 4.74e-04
2022-08-24 06:46:09,676 INFO [train.py:927] (4/8) Epoch 7, batch 13350, libri_loss[loss=0.2083, simple_loss=0.282, pruned_loss=0.06735, over 12322.00 frames. utt_duration=1827 frames, utt_pad_proportion=0.02762, over 27.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.294, pruned_loss=0.0677, over 2474325.94 frames. utt_duration=556.6 frames, utt_pad_proportion=0.0591, over 17828.37 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3063, pruned_loss=0.07173, over 2465074.62 frames. utt_duration=1276 frames, utt_pad_proportion=0.05032, over 7737.50 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2928, pruned_loss=0.06635, over 2475356.01 frames. utt_duration=516.4 frames, utt_pad_proportion=0.05971, over 19230.54 utterances.], batch size: 27, lr: 4.74e-04
2022-08-24 06:47:49,370 INFO [train.py:927] (4/8) Epoch 7, batch 13400, giga_loss[loss=0.2123, simple_loss=0.2983, pruned_loss=0.06312, over 12399.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03891, over 37.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2958, pruned_loss=0.06782, over 2474795.39 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05756, over 17253.74 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3061, pruned_loss=0.07173, over 2464987.64 frames. utt_duration=1280 frames, utt_pad_proportion=0.04961, over 7711.98 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2948, pruned_loss=0.06668, over 2475834.28 frames. utt_duration=534.9 frames, utt_pad_proportion=0.0585, over 18565.50 utterances.], batch size: 37, lr: 4.74e-04
2022-08-24 06:49:30,765 INFO [train.py:927] (4/8) Epoch 7, batch 13450, giga_loss[loss=0.2094, simple_loss=0.2976, pruned_loss=0.06059, over 12407.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.0289, over 62.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2983, pruned_loss=0.06875, over 2474633.33 frames. utt_duration=584.2 frames, utt_pad_proportion=0.05833, over 16988.04 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3064, pruned_loss=0.07182, over 2465197.50 frames. utt_duration=1281 frames, utt_pad_proportion=0.04904, over 7707.32 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2971, pruned_loss=0.06772, over 2475403.61 frames. utt_duration=547 frames, utt_pad_proportion=0.0593, over 18149.77 utterances.], batch size: 62, lr: 4.74e-04
2022-08-24 06:51:18,618 INFO [train.py:927] (4/8) Epoch 7, batch 13500, giga_loss[loss=0.2042, simple_loss=0.2873, pruned_loss=0.0605, over 12313.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.0353, over 58.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3038, pruned_loss=0.07288, over 2474347.59 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06215, over 17447.46 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3069, pruned_loss=0.07226, over 2465240.70 frames. utt_duration=1271 frames, utt_pad_proportion=0.04968, over 7766.75 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3022, pruned_loss=0.07162, over 2475275.69 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06266, over 18690.05 utterances.], batch size: 58, lr: 4.74e-04
2022-08-24 06:53:02,970 INFO [train.py:927] (4/8) Epoch 7, batch 13550, giga_loss[loss=0.2595, simple_loss=0.3288, pruned_loss=0.09504, over 12331.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3096, pruned_loss=0.07704, over 2474710.06 frames. utt_duration=543.4 frames, utt_pad_proportion=0.07066, over 18264.95 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.307, pruned_loss=0.07245, over 2465492.62 frames. utt_duration=1273 frames, utt_pad_proportion=0.04895, over 7754.47 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3083, pruned_loss=0.07591, over 2475377.78 frames. utt_duration=510.7 frames, utt_pad_proportion=0.07094, over 19444.06 utterances.], batch size: 62, lr: 4.74e-04
2022-08-24 06:54:47,151 INFO [train.py:927] (4/8) Epoch 7, batch 13600, giga_loss[loss=0.312, simple_loss=0.3513, pruned_loss=0.1363, over 12363.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2136, over 374.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3166, pruned_loss=0.08264, over 2474380.12 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06868, over 18765.28 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3067, pruned_loss=0.07262, over 2465456.72 frames. utt_duration=1278 frames, utt_pad_proportion=0.04768, over 7727.54 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3159, pruned_loss=0.0818, over 2475234.81 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06966, over 20081.99 utterances.], batch size: 374, lr: 4.74e-04
2022-08-24 06:56:30,767 INFO [train.py:927] (4/8) Epoch 7, batch 13650, giga_loss[loss=0.3083, simple_loss=0.3752, pruned_loss=0.1208, over 12416.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05244, over 162.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3219, pruned_loss=0.08643, over 2474375.42 frames. utt_duration=527 frames, utt_pad_proportion=0.06424, over 18834.27 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3068, pruned_loss=0.07297, over 2465321.27 frames. utt_duration=1283 frames, utt_pad_proportion=0.04652, over 7697.31 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3217, pruned_loss=0.08583, over 2475491.80 frames. utt_duration=490 frames, utt_pad_proportion=0.06589, over 20269.61 utterances.], batch size: 162, lr: 4.74e-04
2022-08-24 06:58:18,364 INFO [train.py:927] (4/8) Epoch 7, batch 13700, giga_loss[loss=0.3675, simple_loss=0.3899, pruned_loss=0.1725, over 12360.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2058, over 370.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3282, pruned_loss=0.09287, over 2474229.10 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07837, over 20937.63 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3066, pruned_loss=0.07297, over 2465218.24 frames. utt_duration=1286 frames, utt_pad_proportion=0.04635, over 7675.40 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3283, pruned_loss=0.09254, over 2475275.15 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0789, over 22189.57 utterances.], batch size: 370, lr: 4.74e-04
2022-08-24 07:00:07,642 INFO [train.py:927] (4/8) Epoch 7, batch 13750, giga_loss[loss=0.3311, simple_loss=0.3794, pruned_loss=0.1414, over 12402.00 frames. utt_duration=271.1 frames, utt_pad_proportion=0.06822, over 184.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3338, pruned_loss=0.09793, over 2473241.22 frames. utt_duration=444.4 frames, utt_pad_proportion=0.09045, over 22334.95 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.307, pruned_loss=0.07329, over 2465114.03 frames. utt_duration=1282 frames, utt_pad_proportion=0.04644, over 7699.00 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3346, pruned_loss=0.09827, over 2474533.80 frames. utt_duration=415.5 frames, utt_pad_proportion=0.09073, over 23905.85 utterances.], batch size: 184, lr: 4.74e-04
2022-08-24 07:01:54,513 INFO [train.py:927] (4/8) Epoch 7, batch 13800, giga_loss[loss=0.2333, simple_loss=0.3137, pruned_loss=0.07645, over 12363.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03249, over 62.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3344, pruned_loss=0.09935, over 2472886.88 frames. utt_duration=439.3 frames, utt_pad_proportion=0.09128, over 22589.85 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3068, pruned_loss=0.07335, over 2465100.56 frames. utt_duration=1285 frames, utt_pad_proportion=0.04514, over 7685.21 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3363, pruned_loss=0.1005, over 2474236.59 frames. utt_duration=406.8 frames, utt_pad_proportion=0.0923, over 24416.33 utterances.], batch size: 62, lr: 4.74e-04
2022-08-24 07:03:40,713 INFO [train.py:927] (4/8) Epoch 7, batch 13850, libri_loss[loss=0.2501, simple_loss=0.3219, pruned_loss=0.08919, over 12221.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.009091, over 29.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3356, pruned_loss=0.1003, over 2473315.15 frames. utt_duration=433.3 frames, utt_pad_proportion=0.09019, over 22909.55 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3071, pruned_loss=0.07373, over 2465064.32 frames. utt_duration=1287 frames, utt_pad_proportion=0.04463, over 7673.03 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3374, pruned_loss=0.1014, over 2474626.51 frames. utt_duration=402 frames, utt_pad_proportion=0.09149, over 24711.56 utterances.], batch size: 29, lr: 4.74e-04
2022-08-24 07:05:33,878 INFO [train.py:927] (4/8) Epoch 7, batch 13900, giga_loss[loss=0.2859, simple_loss=0.3345, pruned_loss=0.1187, over 12342.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.2126, over 373.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3378, pruned_loss=0.101, over 2473858.90 frames. utt_duration=423.4 frames, utt_pad_proportion=0.0898, over 23452.10 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3071, pruned_loss=0.07382, over 2465242.42 frames. utt_duration=1287 frames, utt_pad_proportion=0.04428, over 7669.30 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3395, pruned_loss=0.1021, over 2474798.62 frames. utt_duration=397.2 frames, utt_pad_proportion=0.09104, over 25012.51 utterances.], batch size: 373, lr: 4.74e-04
2022-08-24 07:07:20,649 INFO [train.py:927] (4/8) Epoch 7, batch 13950, giga_loss[loss=0.2499, simple_loss=0.3159, pruned_loss=0.09199, over 12151.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03509, over 36.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3357, pruned_loss=0.09826, over 2474092.35 frames. utt_duration=429.1 frames, utt_pad_proportion=0.08635, over 23142.80 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3075, pruned_loss=0.07423, over 2465241.71 frames. utt_duration=1275 frames, utt_pad_proportion=0.04845, over 7743.34 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3376, pruned_loss=0.09957, over 2475119.38 frames. utt_duration=400.2 frames, utt_pad_proportion=0.08701, over 24829.30 utterances.], batch size: 36, lr: 4.73e-04
2022-08-24 07:09:06,655 INFO [train.py:927] (4/8) Epoch 7, batch 14000, giga_loss[loss=0.1987, simple_loss=0.2901, pruned_loss=0.05367, over 12322.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02836, over 74.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3345, pruned_loss=0.09637, over 2473846.44 frames. utt_duration=431.1 frames, utt_pad_proportion=0.08385, over 23029.79 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3077, pruned_loss=0.07443, over 2465104.15 frames. utt_duration=1276 frames, utt_pad_proportion=0.04789, over 7737.65 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3363, pruned_loss=0.09763, over 2474915.52 frames. utt_duration=403.4 frames, utt_pad_proportion=0.08488, over 24632.69 utterances.], batch size: 74, lr: 4.73e-04
2022-08-24 07:10:52,151 INFO [train.py:927] (4/8) Epoch 7, batch 14050, libri_loss[loss=0.2554, simple_loss=0.3291, pruned_loss=0.09092, over 12461.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006986, over 37.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3312, pruned_loss=0.09415, over 2474684.26 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07906, over 22274.69 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.308, pruned_loss=0.07494, over 2465441.44 frames. utt_duration=1281 frames, utt_pad_proportion=0.04662, over 7708.35 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3332, pruned_loss=0.09535, over 2475520.30 frames. utt_duration=412.9 frames, utt_pad_proportion=0.0809, over 24067.41 utterances.], batch size: 37, lr: 4.73e-04
2022-08-24 07:12:42,325 INFO [train.py:927] (4/8) Epoch 7, batch 14100, giga_loss[loss=0.2004, simple_loss=0.2895, pruned_loss=0.05561, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03348, over 42.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3303, pruned_loss=0.09315, over 2474382.82 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07547, over 22007.94 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3081, pruned_loss=0.07498, over 2465568.75 frames. utt_duration=1281 frames, utt_pad_proportion=0.04624, over 7707.27 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.332, pruned_loss=0.09423, over 2475009.01 frames. utt_duration=422 frames, utt_pad_proportion=0.07737, over 23541.13 utterances.], batch size: 42, lr: 4.73e-04
2022-08-24 07:14:36,584 INFO [train.py:927] (4/8) Epoch 7, batch 14150, giga_loss[loss=0.2705, simple_loss=0.3479, pruned_loss=0.09652, over 12231.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03059, over 45.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3296, pruned_loss=0.09186, over 2474182.60 frames. utt_duration=440.6 frames, utt_pad_proportion=0.08358, over 22534.60 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3082, pruned_loss=0.07509, over 2465797.30 frames. utt_duration=1283 frames, utt_pad_proportion=0.04554, over 7694.23 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3313, pruned_loss=0.09292, over 2474623.94 frames. utt_duration=413.6 frames, utt_pad_proportion=0.08494, over 24019.03 utterances.], batch size: 45, lr: 4.73e-04
2022-08-24 07:16:23,210 INFO [train.py:927] (4/8) Epoch 7, batch 14200, giga_loss[loss=0.2402, simple_loss=0.3254, pruned_loss=0.07757, over 12386.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02706, over 70.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.329, pruned_loss=0.09042, over 2474161.92 frames. utt_duration=441.1 frames, utt_pad_proportion=0.08741, over 22508.87 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3082, pruned_loss=0.07534, over 2465426.65 frames. utt_duration=1281 frames, utt_pad_proportion=0.04568, over 7710.13 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.331, pruned_loss=0.09158, over 2475160.97 frames. utt_duration=410.8 frames, utt_pad_proportion=0.08871, over 24185.22 utterances.], batch size: 70, lr: 4.73e-04
2022-08-24 07:18:11,550 INFO [train.py:927] (4/8) Epoch 7, batch 14250, libri_loss[loss=0.2079, simple_loss=0.28, pruned_loss=0.06789, over 12442.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006581, over 32.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3281, pruned_loss=0.09011, over 2474322.49 frames. utt_duration=458.2 frames, utt_pad_proportion=0.08419, over 21665.99 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3084, pruned_loss=0.07548, over 2465686.21 frames. utt_duration=1280 frames, utt_pad_proportion=0.04534, over 7715.89 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.33, pruned_loss=0.09119, over 2475038.67 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08582, over 23253.74 utterances.], batch size: 32, lr: 4.73e-04
2022-08-24 07:19:59,186 INFO [train.py:927] (4/8) Epoch 7, batch 14300, giga_loss[loss=0.2206, simple_loss=0.3114, pruned_loss=0.06492, over 12421.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.028, over 62.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.325, pruned_loss=0.08902, over 2474523.21 frames. utt_duration=454.6 frames, utt_pad_proportion=0.08303, over 21842.61 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3084, pruned_loss=0.0756, over 2466044.76 frames. utt_duration=1282 frames, utt_pad_proportion=0.04482, over 7706.18 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3268, pruned_loss=0.08997, over 2474893.72 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08471, over 23296.29 utterances.], batch size: 62, lr: 4.73e-04
2022-08-24 07:21:47,592 INFO [train.py:927] (4/8) Epoch 7, batch 14350, giga_loss[loss=0.2661, simple_loss=0.3364, pruned_loss=0.09792, over 12416.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03837, over 133.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3257, pruned_loss=0.08819, over 2474589.45 frames. utt_duration=463.8 frames, utt_pad_proportion=0.08029, over 21409.56 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3087, pruned_loss=0.07572, over 2465759.67 frames. utt_duration=1280 frames, utt_pad_proportion=0.04482, over 7712.05 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3269, pruned_loss=0.08894, over 2475199.32 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08191, over 22666.27 utterances.], batch size: 133, lr: 4.73e-04
2022-08-24 07:23:35,223 INFO [train.py:927] (4/8) Epoch 7, batch 14400, giga_loss[loss=0.2235, simple_loss=0.2974, pruned_loss=0.07484, over 12213.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03293, over 42.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3251, pruned_loss=0.08781, over 2475094.09 frames. utt_duration=463.4 frames, utt_pad_proportion=0.08062, over 21432.46 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3089, pruned_loss=0.07595, over 2465662.11 frames. utt_duration=1285 frames, utt_pad_proportion=0.04384, over 7682.10 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3264, pruned_loss=0.08854, over 2475910.93 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08252, over 22858.61 utterances.], batch size: 42, lr: 4.73e-04
2022-08-24 07:25:22,266 INFO [train.py:927] (4/8) Epoch 7, batch 14450, giga_loss[loss=0.2478, simple_loss=0.3218, pruned_loss=0.08687, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04244, over 146.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3233, pruned_loss=0.08716, over 2474014.25 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07636, over 20905.31 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3088, pruned_loss=0.07596, over 2465251.87 frames. utt_duration=1289 frames, utt_pad_proportion=0.04307, over 7661.24 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3247, pruned_loss=0.088, over 2475226.99 frames. utt_duration=444 frames, utt_pad_proportion=0.07862, over 22370.08 utterances.], batch size: 146, lr: 4.73e-04
2022-08-24 07:27:08,633 INFO [train.py:927] (4/8) Epoch 7, batch 14500, giga_loss[loss=0.2488, simple_loss=0.3173, pruned_loss=0.09016, over 12411.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.0325, over 80.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3224, pruned_loss=0.08738, over 2473891.12 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07475, over 20476.91 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.309, pruned_loss=0.07622, over 2465465.15 frames. utt_duration=1270 frames, utt_pad_proportion=0.04855, over 7773.53 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3237, pruned_loss=0.08811, over 2474878.42 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07546, over 21840.46 utterances.], batch size: 80, lr: 4.73e-04
2022-08-24 07:28:52,748 INFO [train.py:927] (4/8) Epoch 7, batch 14550, giga_loss[loss=0.2479, simple_loss=0.3264, pruned_loss=0.08474, over 12364.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02481, over 66.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3204, pruned_loss=0.08657, over 2473599.35 frames. utt_duration=490.8 frames, utt_pad_proportion=0.0724, over 20220.94 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3086, pruned_loss=0.07605, over 2465135.53 frames. utt_duration=1270 frames, utt_pad_proportion=0.04848, over 7771.54 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3222, pruned_loss=0.08761, over 2474904.11 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07336, over 21667.95 utterances.], batch size: 66, lr: 4.73e-04
2022-08-24 07:30:36,987 INFO [train.py:927] (4/8) Epoch 7, batch 14600, giga_loss[loss=0.2721, simple_loss=0.3478, pruned_loss=0.09822, over 12402.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0395, over 133.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3207, pruned_loss=0.08644, over 2473036.23 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06969, over 19594.75 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3088, pruned_loss=0.07633, over 2465263.32 frames. utt_duration=1275 frames, utt_pad_proportion=0.04677, over 7740.78 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3225, pruned_loss=0.08747, over 2474351.66 frames. utt_duration=465 frames, utt_pad_proportion=0.07162, over 21350.36 utterances.], batch size: 133, lr: 4.73e-04
2022-08-24 07:32:22,656 INFO [train.py:927] (4/8) Epoch 7, batch 14650, giga_loss[loss=0.2854, simple_loss=0.3447, pruned_loss=0.1131, over 12426.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06624, over 184.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3211, pruned_loss=0.08587, over 2472992.76 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06906, over 19711.29 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3089, pruned_loss=0.07654, over 2465236.11 frames. utt_duration=1265 frames, utt_pad_proportion=0.0511, over 7803.37 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3225, pruned_loss=0.08662, over 2474164.19 frames. utt_duration=468.2 frames, utt_pad_proportion=0.06934, over 21204.11 utterances.], batch size: 184, lr: 4.72e-04
2022-08-24 07:34:11,618 INFO [train.py:927] (4/8) Epoch 7, batch 14700, giga_loss[loss=0.2656, simple_loss=0.3329, pruned_loss=0.09912, over 12374.00 frames. utt_duration=310.8 frames, utt_pad_proportion=0.04375, over 160.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3223, pruned_loss=0.0865, over 2473316.70 frames. utt_duration=490.4 frames, utt_pad_proportion=0.0727, over 20233.47 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3092, pruned_loss=0.07652, over 2465377.93 frames. utt_duration=1266 frames, utt_pad_proportion=0.05089, over 7799.35 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3232, pruned_loss=0.08714, over 2474144.48 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07282, over 21457.22 utterances.], batch size: 160, lr: 4.72e-04
2022-08-24 07:35:56,751 INFO [train.py:927] (4/8) Epoch 7, batch 14750, giga_loss[loss=0.3394, simple_loss=0.3807, pruned_loss=0.149, over 12399.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07326, over 212.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3237, pruned_loss=0.08817, over 2473861.01 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06752, over 19937.63 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3097, pruned_loss=0.0767, over 2465570.00 frames. utt_duration=1267 frames, utt_pad_proportion=0.05045, over 7793.34 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3242, pruned_loss=0.08867, over 2474455.09 frames. utt_duration=471 frames, utt_pad_proportion=0.0681, over 21081.16 utterances.], batch size: 212, lr: 4.72e-04
2022-08-24 07:37:42,973 INFO [train.py:927] (4/8) Epoch 7, batch 14800, giga_loss[loss=0.2186, simple_loss=0.3043, pruned_loss=0.06642, over 12376.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02765, over 70.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3244, pruned_loss=0.08958, over 2473656.89 frames. utt_duration=490.5 frames, utt_pad_proportion=0.06712, over 20232.31 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3091, pruned_loss=0.0765, over 2465412.93 frames. utt_duration=1272 frames, utt_pad_proportion=0.04975, over 7763.67 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3255, pruned_loss=0.09038, over 2474430.91 frames. utt_duration=464.2 frames, utt_pad_proportion=0.06791, over 21388.06 utterances.], batch size: 70, lr: 4.72e-04
2022-08-24 07:39:28,014 INFO [train.py:927] (4/8) Epoch 7, batch 14850, giga_loss[loss=0.219, simple_loss=0.3074, pruned_loss=0.06529, over 12417.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03946, over 123.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3235, pruned_loss=0.08876, over 2473362.90 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06958, over 20136.81 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3087, pruned_loss=0.07639, over 2465156.41 frames. utt_duration=1277 frames, utt_pad_proportion=0.04902, over 7731.95 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3252, pruned_loss=0.0898, over 2474409.42 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07052, over 21392.85 utterances.], batch size: 123, lr: 4.72e-04
2022-08-24 07:41:13,200 INFO [train.py:927] (4/8) Epoch 7, batch 14900, giga_loss[loss=0.2283, simple_loss=0.3032, pruned_loss=0.07673, over 12431.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04274, over 31.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3214, pruned_loss=0.08634, over 2473611.68 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06466, over 19293.26 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3087, pruned_loss=0.07644, over 2465158.35 frames. utt_duration=1274 frames, utt_pad_proportion=0.0494, over 7750.70 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3229, pruned_loss=0.08728, over 2474550.99 frames. utt_duration=485.9 frames, utt_pad_proportion=0.0657, over 20430.96 utterances.], batch size: 31, lr: 4.72e-04
2022-08-24 07:43:01,010 INFO [train.py:927] (4/8) Epoch 7, batch 14950, giga_loss[loss=0.3206, simple_loss=0.3644, pruned_loss=0.1384, over 12399.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1035, over 258.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3197, pruned_loss=0.0863, over 2473979.59 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06772, over 19886.42 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3084, pruned_loss=0.07649, over 2465222.99 frames. utt_duration=1279 frames, utt_pad_proportion=0.04832, over 7719.57 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3215, pruned_loss=0.08728, over 2474915.99 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06884, over 21133.39 utterances.], batch size: 258, lr: 4.72e-04
2022-08-24 07:44:47,947 INFO [train.py:927] (4/8) Epoch 7, batch 15000, giga_loss[loss=0.2346, simple_loss=0.3313, pruned_loss=0.06893, over 12362.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02883, over 70.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3234, pruned_loss=0.08811, over 2474113.14 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06876, over 20203.77 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3087, pruned_loss=0.0767, over 2465455.41 frames. utt_duration=1278 frames, utt_pad_proportion=0.04804, over 7727.14 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3248, pruned_loss=0.08892, over 2474813.55 frames. utt_duration=463.5 frames, utt_pad_proportion=0.06983, over 21424.29 utterances.], batch size: 70, lr: 4.72e-04
2022-08-24 07:44:47,949 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 07:45:02,964 INFO [train.py:967] (4/8) Epoch 7, validation: loss=0.1868, simple_loss=0.3016, pruned_loss=0.03596, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 07:46:47,089 INFO [train.py:927] (4/8) Epoch 7, batch 15050, giga_loss[loss=0.2474, simple_loss=0.3368, pruned_loss=0.07899, over 12383.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02723, over 91.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3242, pruned_loss=0.08689, over 2474882.57 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07105, over 19892.22 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3087, pruned_loss=0.07699, over 2466026.04 frames. utt_duration=1261 frames, utt_pad_proportion=0.05355, over 7831.58 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3262, pruned_loss=0.08786, over 2475411.40 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07035, over 21462.04 utterances.], batch size: 91, lr: 4.72e-04
2022-08-24 07:48:32,953 INFO [train.py:927] (4/8) Epoch 7, batch 15100, libri_loss[loss=0.242, simple_loss=0.304, pruned_loss=0.09002, over 12189.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007606, over 30.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3248, pruned_loss=0.08771, over 2473895.09 frames. utt_duration=524 frames, utt_pad_proportion=0.06815, over 18939.39 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3087, pruned_loss=0.07734, over 2466113.73 frames. utt_duration=1255 frames, utt_pad_proportion=0.05727, over 7871.29 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.327, pruned_loss=0.0885, over 2474526.09 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06661, over 20534.47 utterances.], batch size: 30, lr: 4.72e-04
2022-08-24 07:50:21,765 INFO [train.py:927] (4/8) Epoch 7, batch 15150, giga_loss[loss=0.2529, simple_loss=0.3226, pruned_loss=0.09161, over 12393.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03681, over 113.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3271, pruned_loss=0.0904, over 2474199.13 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06946, over 19900.84 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3088, pruned_loss=0.07737, over 2466092.78 frames. utt_duration=1255 frames, utt_pad_proportion=0.05688, over 7870.60 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3288, pruned_loss=0.0911, over 2474778.78 frames. utt_duration=467.1 frames, utt_pad_proportion=0.06839, over 21257.65 utterances.], batch size: 113, lr: 4.72e-04
2022-08-24 07:52:06,092 INFO [train.py:927] (4/8) Epoch 7, batch 15200, giga_loss[loss=0.2525, simple_loss=0.3237, pruned_loss=0.0906, over 12404.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03465, over 80.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3267, pruned_loss=0.09059, over 2474779.72 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07352, over 20205.30 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3097, pruned_loss=0.07755, over 2465922.08 frames. utt_duration=1256 frames, utt_pad_proportion=0.0556, over 7863.12 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3279, pruned_loss=0.09141, over 2475679.00 frames. utt_duration=458 frames, utt_pad_proportion=0.07306, over 21690.68 utterances.], batch size: 80, lr: 4.72e-04
2022-08-24 07:53:52,207 INFO [train.py:927] (4/8) Epoch 7, batch 15250, giga_loss[loss=0.2285, simple_loss=0.3019, pruned_loss=0.07756, over 12350.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03267, over 51.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3255, pruned_loss=0.09053, over 2474440.01 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07701, over 20398.56 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3097, pruned_loss=0.07768, over 2465957.35 frames. utt_duration=1258 frames, utt_pad_proportion=0.05501, over 7848.63 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3269, pruned_loss=0.09137, over 2475359.67 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07678, over 21885.12 utterances.], batch size: 51, lr: 4.72e-04
2022-08-24 07:55:37,448 INFO [train.py:927] (4/8) Epoch 7, batch 15300, giga_loss[loss=0.2423, simple_loss=0.3194, pruned_loss=0.08258, over 12383.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02658, over 91.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3237, pruned_loss=0.08974, over 2475172.47 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07424, over 20444.92 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3093, pruned_loss=0.07748, over 2465944.31 frames. utt_duration=1261 frames, utt_pad_proportion=0.05465, over 7829.19 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3253, pruned_loss=0.0907, over 2475981.00 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07436, over 21744.76 utterances.], batch size: 91, lr: 4.72e-04
2022-08-24 07:57:23,455 INFO [train.py:927] (4/8) Epoch 7, batch 15350, giga_loss[loss=0.298, simple_loss=0.3615, pruned_loss=0.1172, over 12415.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07192, over 212.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3239, pruned_loss=0.08932, over 2474737.26 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07111, over 20315.97 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3093, pruned_loss=0.07744, over 2466103.88 frames. utt_duration=1262 frames, utt_pad_proportion=0.05392, over 7828.72 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3254, pruned_loss=0.09033, over 2475376.26 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07173, over 21566.57 utterances.], batch size: 212, lr: 4.72e-04
2022-08-24 07:59:09,802 INFO [train.py:927] (4/8) Epoch 7, batch 15400, giga_loss[loss=0.2365, simple_loss=0.3066, pruned_loss=0.08318, over 12384.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.03468, over 80.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3264, pruned_loss=0.09121, over 2474452.94 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07203, over 21160.57 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3096, pruned_loss=0.07766, over 2465999.13 frames. utt_duration=1260 frames, utt_pad_proportion=0.0536, over 7836.84 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3276, pruned_loss=0.09213, over 2475267.23 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07273, over 22440.23 utterances.], batch size: 80, lr: 4.71e-04
2022-08-24 08:00:54,584 INFO [train.py:927] (4/8) Epoch 7, batch 15450, giga_loss[loss=0.2879, simple_loss=0.3382, pruned_loss=0.1188, over 12362.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2096, over 372.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3258, pruned_loss=0.08968, over 2474538.02 frames. utt_duration=482.8 frames, utt_pad_proportion=0.0747, over 20565.30 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3096, pruned_loss=0.07786, over 2465777.34 frames. utt_duration=1252 frames, utt_pad_proportion=0.05725, over 7887.86 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3273, pruned_loss=0.0906, over 2475638.21 frames. utt_duration=453.7 frames, utt_pad_proportion=0.0743, over 21899.16 utterances.], batch size: 372, lr: 4.71e-04
2022-08-24 08:02:41,701 INFO [train.py:927] (4/8) Epoch 7, batch 15500, giga_loss[loss=0.2479, simple_loss=0.3281, pruned_loss=0.08387, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.041, over 113.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3275, pruned_loss=0.08946, over 2474460.96 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07826, over 20754.70 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3093, pruned_loss=0.07764, over 2465705.34 frames. utt_duration=1254 frames, utt_pad_proportion=0.05685, over 7872.01 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3291, pruned_loss=0.09047, over 2475446.62 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07793, over 21923.13 utterances.], batch size: 113, lr: 4.71e-04
2022-08-24 08:04:24,736 INFO [train.py:927] (4/8) Epoch 7, batch 15550, giga_loss[loss=0.2773, simple_loss=0.3487, pruned_loss=0.103, over 12374.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03672, over 80.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3303, pruned_loss=0.09169, over 2474046.58 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07292, over 20616.98 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3095, pruned_loss=0.07766, over 2465670.76 frames. utt_duration=1257 frames, utt_pad_proportion=0.05602, over 7853.68 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3317, pruned_loss=0.09271, over 2475026.43 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07329, over 21795.06 utterances.], batch size: 80, lr: 4.71e-04
2022-08-24 08:06:08,652 INFO [train.py:927] (4/8) Epoch 7, batch 15600, giga_loss[loss=0.2914, simple_loss=0.3518, pruned_loss=0.1156, over 12403.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07687, over 213.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3298, pruned_loss=0.09172, over 2473513.88 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07325, over 20423.79 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3096, pruned_loss=0.07769, over 2465629.80 frames. utt_duration=1251 frames, utt_pad_proportion=0.05833, over 7891.97 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3317, pruned_loss=0.09306, over 2474663.56 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07304, over 21840.76 utterances.], batch size: 213, lr: 4.71e-04
2022-08-24 08:07:52,489 INFO [train.py:927] (4/8) Epoch 7, batch 15650, giga_loss[loss=0.2479, simple_loss=0.3443, pruned_loss=0.07576, over 12374.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3297, pruned_loss=0.09022, over 2473496.37 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07014, over 20266.19 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3093, pruned_loss=0.0778, over 2465532.83 frames. utt_duration=1255 frames, utt_pad_proportion=0.05781, over 7867.72 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3316, pruned_loss=0.09137, over 2474582.79 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07034, over 21564.04 utterances.], batch size: 62, lr: 4.71e-04
2022-08-24 08:09:35,600 INFO [train.py:927] (4/8) Epoch 7, batch 15700, giga_loss[loss=0.2516, simple_loss=0.3311, pruned_loss=0.08602, over 12390.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03054, over 62.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3288, pruned_loss=0.08905, over 2473255.75 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06953, over 19897.73 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3087, pruned_loss=0.07767, over 2465101.55 frames. utt_duration=1261 frames, utt_pad_proportion=0.05664, over 7828.89 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3316, pruned_loss=0.09047, over 2474780.36 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07028, over 21382.20 utterances.], batch size: 62, lr: 4.71e-04
2022-08-24 08:11:20,030 INFO [train.py:927] (4/8) Epoch 7, batch 15750, libri_loss[loss=0.2613, simple_loss=0.3307, pruned_loss=0.09595, over 12357.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01622, over 41.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3272, pruned_loss=0.08834, over 2473698.84 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06733, over 19792.76 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3081, pruned_loss=0.07742, over 2465196.33 frames. utt_duration=1266 frames, utt_pad_proportion=0.05547, over 7795.50 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3305, pruned_loss=0.08999, over 2475090.18 frames. utt_duration=465.4 frames, utt_pad_proportion=0.06857, over 21338.94 utterances.], batch size: 41, lr: 4.71e-04
2022-08-24 08:13:04,327 INFO [train.py:927] (4/8) Epoch 7, batch 15800, giga_loss[loss=0.2448, simple_loss=0.3161, pruned_loss=0.08677, over 12146.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.04035, over 28.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3252, pruned_loss=0.08813, over 2473675.14 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06313, over 19125.65 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3079, pruned_loss=0.07755, over 2465074.64 frames. utt_duration=1272 frames, utt_pad_proportion=0.05394, over 7758.08 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3288, pruned_loss=0.08977, over 2475253.56 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0651, over 20860.56 utterances.], batch size: 28, lr: 4.71e-04
2022-08-24 08:14:51,650 INFO [train.py:927] (4/8) Epoch 7, batch 15850, giga_loss[loss=0.2353, simple_loss=0.3088, pruned_loss=0.08094, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02731, over 45.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3234, pruned_loss=0.08716, over 2474535.37 frames. utt_duration=523.9 frames, utt_pad_proportion=0.05911, over 18947.03 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3079, pruned_loss=0.07758, over 2465127.91 frames. utt_duration=1271 frames, utt_pad_proportion=0.0538, over 7765.43 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3263, pruned_loss=0.08851, over 2475808.06 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06105, over 20407.51 utterances.], batch size: 45, lr: 4.71e-04
2022-08-24 08:16:41,489 INFO [train.py:927] (4/8) Epoch 7, batch 15900, giga_loss[loss=0.2834, simple_loss=0.357, pruned_loss=0.1049, over 12422.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06131, over 183.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3217, pruned_loss=0.08607, over 2474156.12 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06101, over 18749.47 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3081, pruned_loss=0.07772, over 2465430.25 frames. utt_duration=1271 frames, utt_pad_proportion=0.05305, over 7771.03 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3243, pruned_loss=0.08729, over 2475136.47 frames. utt_duration=491.2 frames, utt_pad_proportion=0.0628, over 20218.32 utterances.], batch size: 183, lr: 4.71e-04
2022-08-24 08:18:21,967 INFO [train.py:927] (4/8) Epoch 7, batch 15950, giga_loss[loss=0.254, simple_loss=0.3253, pruned_loss=0.09141, over 12390.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.319, pruned_loss=0.08381, over 2473761.08 frames. utt_duration=501.1 frames, utt_pad_proportion=0.0657, over 19804.26 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3078, pruned_loss=0.07761, over 2465274.34 frames. utt_duration=1274 frames, utt_pad_proportion=0.05232, over 7750.81 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3216, pruned_loss=0.085, over 2474828.07 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06711, over 21205.87 utterances.], batch size: 183, lr: 4.71e-04
2022-08-24 08:20:10,501 INFO [train.py:927] (4/8) Epoch 7, batch 16000, giga_loss[loss=0.2105, simple_loss=0.2873, pruned_loss=0.06682, over 12447.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04307, over 31.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3152, pruned_loss=0.08232, over 2474027.14 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07009, over 20309.43 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3067, pruned_loss=0.07712, over 2465016.91 frames. utt_duration=1280 frames, utt_pad_proportion=0.0514, over 7712.80 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3185, pruned_loss=0.0839, over 2475366.54 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07139, over 21824.73 utterances.], batch size: 31, lr: 4.71e-04
2022-08-24 08:21:52,853 INFO [train.py:927] (4/8) Epoch 7, batch 16050, giga_loss[loss=0.2298, simple_loss=0.3142, pruned_loss=0.07266, over 12159.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04129, over 33.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3169, pruned_loss=0.08379, over 2473006.35 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07783, over 21323.83 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3066, pruned_loss=0.07706, over 2464855.83 frames. utt_duration=1281 frames, utt_pad_proportion=0.05124, over 7704.24 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3196, pruned_loss=0.0851, over 2474224.88 frames. utt_duration=440 frames, utt_pad_proportion=0.07846, over 22570.16 utterances.], batch size: 33, lr: 4.71e-04
2022-08-24 08:23:38,178 INFO [train.py:927] (4/8) Epoch 7, batch 16100, giga_loss[loss=0.2673, simple_loss=0.3346, pruned_loss=0.1, over 12387.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04526, over 146.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3192, pruned_loss=0.08518, over 2474013.16 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07715, over 21522.63 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3068, pruned_loss=0.07713, over 2465489.67 frames. utt_duration=1284 frames, utt_pad_proportion=0.0501, over 7689.33 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3215, pruned_loss=0.08636, over 2474637.70 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07831, over 22920.17 utterances.], batch size: 146, lr: 4.71e-04
2022-08-24 08:25:24,082 INFO [train.py:927] (4/8) Epoch 7, batch 16150, giga_loss[loss=0.2155, simple_loss=0.2913, pruned_loss=0.06988, over 12354.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03253, over 51.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3203, pruned_loss=0.08618, over 2474108.26 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07583, over 21356.70 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.307, pruned_loss=0.07722, over 2465209.70 frames. utt_duration=1284 frames, utt_pad_proportion=0.04955, over 7687.00 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3221, pruned_loss=0.08714, over 2474967.02 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07711, over 22651.24 utterances.], batch size: 51, lr: 4.70e-04
2022-08-24 08:27:12,105 INFO [train.py:927] (4/8) Epoch 7, batch 16200, giga_loss[loss=0.2452, simple_loss=0.3229, pruned_loss=0.08375, over 12390.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03406, over 80.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3216, pruned_loss=0.08721, over 2474052.20 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07249, over 21053.22 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3067, pruned_loss=0.07737, over 2465204.88 frames. utt_duration=1288 frames, utt_pad_proportion=0.04867, over 7665.02 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3236, pruned_loss=0.08808, over 2474946.74 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07415, over 22413.98 utterances.], batch size: 80, lr: 4.70e-04
2022-08-24 08:28:59,501 INFO [train.py:927] (4/8) Epoch 7, batch 16250, giga_loss[loss=0.2165, simple_loss=0.3017, pruned_loss=0.06563, over 12421.00 frames. utt_duration=857.8 frames, utt_pad_proportion=0.02743, over 58.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3226, pruned_loss=0.08783, over 2473856.23 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07289, over 20327.56 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3067, pruned_loss=0.07736, over 2465422.55 frames. utt_duration=1289 frames, utt_pad_proportion=0.0481, over 7657.06 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3244, pruned_loss=0.08867, over 2474481.83 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07452, over 21590.20 utterances.], batch size: 58, lr: 4.70e-04
2022-08-24 08:30:46,893 INFO [train.py:927] (4/8) Epoch 7, batch 16300, giga_loss[loss=0.2474, simple_loss=0.3153, pruned_loss=0.08971, over 12344.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1915, over 363.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3241, pruned_loss=0.08757, over 2474887.13 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07249, over 20881.31 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3068, pruned_loss=0.07747, over 2465531.55 frames. utt_duration=1291 frames, utt_pad_proportion=0.04755, over 7649.22 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3256, pruned_loss=0.08828, over 2475387.05 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07404, over 22058.05 utterances.], batch size: 363, lr: 4.70e-04
2022-08-24 08:32:33,875 INFO [train.py:927] (4/8) Epoch 7, batch 16350, giga_loss[loss=0.194, simple_loss=0.2821, pruned_loss=0.05292, over 12338.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.04844, over 26.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3243, pruned_loss=0.08799, over 2475499.06 frames. utt_duration=469 frames, utt_pad_proportion=0.06935, over 21178.52 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3072, pruned_loss=0.07776, over 2465998.05 frames. utt_duration=1290 frames, utt_pad_proportion=0.04705, over 7654.16 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3255, pruned_loss=0.08846, over 2475645.20 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07103, over 22353.19 utterances.], batch size: 26, lr: 4.70e-04
2022-08-24 08:34:21,437 INFO [train.py:927] (4/8) Epoch 7, batch 16400, giga_loss[loss=0.2492, simple_loss=0.3132, pruned_loss=0.09263, over 12389.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05142, over 161.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3247, pruned_loss=0.0888, over 2475540.64 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07301, over 21913.35 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3085, pruned_loss=0.07805, over 2466249.63 frames. utt_duration=1282 frames, utt_pad_proportion=0.0476, over 7706.15 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.325, pruned_loss=0.08926, over 2475744.66 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07435, over 23277.63 utterances.], batch size: 161, lr: 4.70e-04
2022-08-24 08:36:06,269 INFO [train.py:927] (4/8) Epoch 7, batch 16450, libri_loss[loss=0.2202, simple_loss=0.3047, pruned_loss=0.06781, over 12232.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006471, over 34.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3235, pruned_loss=0.0882, over 2474701.17 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07476, over 21363.72 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3087, pruned_loss=0.07804, over 2466598.62 frames. utt_duration=1282 frames, utt_pad_proportion=0.04686, over 7705.38 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3242, pruned_loss=0.08898, over 2474875.86 frames. utt_duration=432 frames, utt_pad_proportion=0.07632, over 22990.31 utterances.], batch size: 34, lr: 4.70e-04
2022-08-24 08:37:52,476 INFO [train.py:927] (4/8) Epoch 7, batch 16500, giga_loss[loss=0.2875, simple_loss=0.3513, pruned_loss=0.1119, over 12418.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06695, over 184.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3242, pruned_loss=0.08935, over 2473843.89 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07841, over 21590.74 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.309, pruned_loss=0.07827, over 2466842.02 frames. utt_duration=1269 frames, utt_pad_proportion=0.0513, over 7783.34 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3246, pruned_loss=0.08986, over 2473842.12 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07833, over 22920.46 utterances.], batch size: 184, lr: 4.70e-04
2022-08-24 08:39:36,208 INFO [train.py:927] (4/8) Epoch 7, batch 16550, libri_loss[loss=0.2638, simple_loss=0.3372, pruned_loss=0.09523, over 12348.00 frames. utt_duration=773.5 frames, utt_pad_proportion=0.1161, over 64.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3253, pruned_loss=0.09022, over 2474363.45 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07365, over 21148.88 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3091, pruned_loss=0.07831, over 2466699.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05206, over 7838.74 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3261, pruned_loss=0.09094, over 2474712.37 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07391, over 22602.16 utterances.], batch size: 64, lr: 4.70e-04
2022-08-24 08:41:21,856 INFO [train.py:927] (4/8) Epoch 7, batch 16600, giga_loss[loss=0.2111, simple_loss=0.287, pruned_loss=0.06765, over 12359.00 frames. utt_duration=1237 frames, utt_pad_proportion=0.04516, over 40.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3248, pruned_loss=0.09072, over 2473383.93 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07675, over 20793.62 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3087, pruned_loss=0.07831, over 2466385.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.05087, over 7800.01 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3263, pruned_loss=0.09169, over 2474202.48 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07746, over 22432.21 utterances.], batch size: 40, lr: 4.70e-04
2022-08-24 08:43:04,888 INFO [train.py:927] (4/8) Epoch 7, batch 16650, giga_loss[loss=0.2142, simple_loss=0.2971, pruned_loss=0.06567, over 12419.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.03856, over 31.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3257, pruned_loss=0.09118, over 2473799.55 frames. utt_duration=466.4 frames, utt_pad_proportion=0.0768, over 21281.93 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3085, pruned_loss=0.07823, over 2466224.43 frames. utt_duration=1268 frames, utt_pad_proportion=0.0505, over 7788.05 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3272, pruned_loss=0.09214, over 2474642.40 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07754, over 22702.91 utterances.], batch size: 31, lr: 4.70e-04
2022-08-24 08:44:50,181 INFO [train.py:927] (4/8) Epoch 7, batch 16700, giga_loss[loss=0.2223, simple_loss=0.3113, pruned_loss=0.06664, over 12410.00 frames. utt_duration=547.1 frames, utt_pad_proportion=0.02486, over 91.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3256, pruned_loss=0.09048, over 2473816.57 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07055, over 20360.26 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3087, pruned_loss=0.07839, over 2466178.60 frames. utt_duration=1270 frames, utt_pad_proportion=0.04941, over 7778.65 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.327, pruned_loss=0.09142, over 2474739.90 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0721, over 21866.99 utterances.], batch size: 91, lr: 4.70e-04
2022-08-24 08:46:32,937 INFO [train.py:927] (4/8) Epoch 7, batch 16750, giga_loss[loss=0.2426, simple_loss=0.3221, pruned_loss=0.08156, over 12219.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03274, over 42.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3259, pruned_loss=0.09132, over 2473502.36 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07086, over 19981.53 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3091, pruned_loss=0.07892, over 2466074.27 frames. utt_duration=1262 frames, utt_pad_proportion=0.05293, over 7828.09 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3275, pruned_loss=0.09213, over 2474679.94 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07139, over 21663.20 utterances.], batch size: 42, lr: 4.70e-04
2022-08-24 08:48:16,024 INFO [train.py:927] (4/8) Epoch 7, batch 16800, giga_loss[loss=0.2493, simple_loss=0.3261, pruned_loss=0.08625, over 12382.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.03013, over 51.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3266, pruned_loss=0.09101, over 2474412.76 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07189, over 20363.68 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3088, pruned_loss=0.07876, over 2466003.14 frames. utt_duration=1266 frames, utt_pad_proportion=0.05227, over 7801.77 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3284, pruned_loss=0.09207, over 2475591.56 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07261, over 22012.16 utterances.], batch size: 51, lr: 4.70e-04
2022-08-24 08:50:00,292 INFO [train.py:927] (4/8) Epoch 7, batch 16850, giga_loss[loss=0.2903, simple_loss=0.345, pruned_loss=0.1178, over 12385.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07438, over 212.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3262, pruned_loss=0.09064, over 2474549.38 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07436, over 20864.65 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3089, pruned_loss=0.07887, over 2466244.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.05172, over 7809.69 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3282, pruned_loss=0.09176, over 2475547.39 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07517, over 22596.09 utterances.], batch size: 212, lr: 4.69e-04
2022-08-24 08:51:43,782 INFO [train.py:927] (4/8) Epoch 7, batch 16900, giga_loss[loss=0.2783, simple_loss=0.3424, pruned_loss=0.1072, over 12415.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.0621, over 183.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3256, pruned_loss=0.09034, over 2474562.49 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07173, over 20658.63 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3088, pruned_loss=0.07883, over 2466246.81 frames. utt_duration=1265 frames, utt_pad_proportion=0.05129, over 7810.57 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3275, pruned_loss=0.09147, over 2475496.38 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07281, over 22262.91 utterances.], batch size: 183, lr: 4.69e-04
2022-08-24 08:53:32,440 INFO [train.py:927] (4/8) Epoch 7, batch 16950, giga_loss[loss=0.3012, simple_loss=0.3484, pruned_loss=0.127, over 12327.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2054, over 369.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3259, pruned_loss=0.09094, over 2474901.43 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07597, over 21241.46 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3086, pruned_loss=0.07873, over 2466458.32 frames. utt_duration=1266 frames, utt_pad_proportion=0.05091, over 7803.27 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.328, pruned_loss=0.09215, over 2475616.19 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07675, over 22752.80 utterances.], batch size: 369, lr: 4.69e-04
2022-08-24 08:55:19,963 INFO [train.py:927] (4/8) Epoch 7, batch 17000, giga_loss[loss=0.3147, simple_loss=0.3499, pruned_loss=0.1398, over 12344.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.2109, over 372.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3276, pruned_loss=0.09302, over 2475112.35 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07862, over 22108.70 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3086, pruned_loss=0.07862, over 2466447.96 frames. utt_duration=1262 frames, utt_pad_proportion=0.05138, over 7826.28 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3294, pruned_loss=0.09421, over 2475792.93 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07904, over 23451.03 utterances.], batch size: 372, lr: 4.69e-04
2022-08-24 08:57:03,623 INFO [train.py:927] (4/8) Epoch 7, batch 17050, giga_loss[loss=0.267, simple_loss=0.3364, pruned_loss=0.09881, over 12390.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.064, over 183.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3286, pruned_loss=0.09338, over 2474991.75 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08141, over 22592.09 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.309, pruned_loss=0.07868, over 2466886.74 frames. utt_duration=1263 frames, utt_pad_proportion=0.0505, over 7819.70 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3302, pruned_loss=0.09467, over 2475385.26 frames. utt_duration=412.9 frames, utt_pad_proportion=0.08208, over 24065.61 utterances.], batch size: 183, lr: 4.69e-04
2022-08-24 08:58:49,101 INFO [train.py:927] (4/8) Epoch 7, batch 17100, giga_loss[loss=0.2646, simple_loss=0.3349, pruned_loss=0.09712, over 12466.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04277, over 31.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3281, pruned_loss=0.0927, over 2475290.51 frames. utt_duration=436.6 frames, utt_pad_proportion=0.0817, over 22755.38 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.309, pruned_loss=0.07866, over 2466917.40 frames. utt_duration=1261 frames, utt_pad_proportion=0.0504, over 7835.83 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3298, pruned_loss=0.0941, over 2475774.23 frames. utt_duration=409.8 frames, utt_pad_proportion=0.08251, over 24256.01 utterances.], batch size: 31, lr: 4.69e-04
2022-08-24 09:00:35,096 INFO [train.py:927] (4/8) Epoch 7, batch 17150, giga_loss[loss=0.283, simple_loss=0.3312, pruned_loss=0.1174, over 12366.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2037, over 369.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3268, pruned_loss=0.09144, over 2475536.76 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07815, over 21992.25 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3089, pruned_loss=0.07863, over 2466878.58 frames. utt_duration=1263 frames, utt_pad_proportion=0.04983, over 7822.31 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3285, pruned_loss=0.09275, over 2476077.54 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07927, over 23377.95 utterances.], batch size: 369, lr: 4.69e-04
2022-08-24 09:02:19,674 INFO [train.py:927] (4/8) Epoch 7, batch 17200, giga_loss[loss=0.2463, simple_loss=0.3205, pruned_loss=0.08601, over 12410.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03962, over 105.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3252, pruned_loss=0.09077, over 2475411.25 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07662, over 21782.54 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3092, pruned_loss=0.07879, over 2466500.22 frames. utt_duration=1263 frames, utt_pad_proportion=0.04953, over 7822.96 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3266, pruned_loss=0.09184, over 2476275.60 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07779, over 23056.29 utterances.], batch size: 105, lr: 4.69e-04
2022-08-24 09:04:06,868 INFO [train.py:927] (4/8) Epoch 7, batch 17250, libri_loss[loss=0.2837, simple_loss=0.383, pruned_loss=0.09224, over 12216.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.0309, over 45.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3234, pruned_loss=0.09025, over 2475129.66 frames. utt_duration=455.6 frames, utt_pad_proportion=0.08246, over 21799.74 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3104, pruned_loss=0.07945, over 2466702.24 frames. utt_duration=1234 frames, utt_pad_proportion=0.05893, over 8002.39 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3238, pruned_loss=0.09081, over 2475900.53 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08062, over 23031.48 utterances.], batch size: 45, lr: 4.69e-04
2022-08-24 09:05:51,180 INFO [train.py:927] (4/8) Epoch 7, batch 17300, giga_loss[loss=0.2337, simple_loss=0.3122, pruned_loss=0.07756, over 12346.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.0324, over 85.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3208, pruned_loss=0.08887, over 2475144.15 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08227, over 21605.32 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3102, pruned_loss=0.0795, over 2466700.43 frames. utt_duration=1238 frames, utt_pad_proportion=0.05811, over 7978.45 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3215, pruned_loss=0.08945, over 2475894.84 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08117, over 22850.56 utterances.], batch size: 85, lr: 4.69e-04
2022-08-24 09:07:36,206 INFO [train.py:927] (4/8) Epoch 7, batch 17350, giga_loss[loss=0.2221, simple_loss=0.3119, pruned_loss=0.06617, over 12383.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.0307, over 62.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3196, pruned_loss=0.08593, over 2475602.58 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07807, over 21448.72 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3103, pruned_loss=0.07964, over 2466727.14 frames. utt_duration=1242 frames, utt_pad_proportion=0.05654, over 7953.53 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3204, pruned_loss=0.08654, over 2476443.89 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07809, over 22870.31 utterances.], batch size: 62, lr: 4.69e-04
2022-08-24 09:09:20,805 INFO [train.py:927] (4/8) Epoch 7, batch 17400, giga_loss[loss=0.2379, simple_loss=0.319, pruned_loss=0.07843, over 12354.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03241, over 97.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3172, pruned_loss=0.08271, over 2475943.76 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0799, over 23176.37 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3101, pruned_loss=0.07951, over 2466655.51 frames. utt_duration=1244 frames, utt_pad_proportion=0.05646, over 7940.76 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.318, pruned_loss=0.08333, over 2476711.06 frames. utt_duration=408 frames, utt_pad_proportion=0.07987, over 24367.69 utterances.], batch size: 97, lr: 4.69e-04
2022-08-24 09:11:03,168 INFO [train.py:927] (4/8) Epoch 7, batch 17450, giga_loss[loss=0.2189, simple_loss=0.316, pruned_loss=0.0609, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03912, over 113.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3148, pruned_loss=0.07908, over 2476085.70 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07822, over 23142.57 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3099, pruned_loss=0.07951, over 2466661.34 frames. utt_duration=1247 frames, utt_pad_proportion=0.05597, over 7924.45 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3158, pruned_loss=0.07959, over 2476912.54 frames. utt_duration=406.5 frames, utt_pad_proportion=0.07856, over 24462.96 utterances.], batch size: 113, lr: 4.69e-04
2022-08-24 09:12:48,376 INFO [train.py:927] (4/8) Epoch 7, batch 17500, giga_loss[loss=0.2227, simple_loss=0.3095, pruned_loss=0.06796, over 12447.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03612, over 86.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.314, pruned_loss=0.0774, over 2475705.28 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07521, over 23157.80 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3097, pruned_loss=0.0794, over 2466878.93 frames. utt_duration=1245 frames, utt_pad_proportion=0.0558, over 7938.47 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.315, pruned_loss=0.07785, over 2476363.27 frames. utt_duration=405.2 frames, utt_pad_proportion=0.0758, over 24531.86 utterances.], batch size: 86, lr: 4.69e-04
2022-08-24 09:14:30,230 INFO [train.py:927] (4/8) Epoch 7, batch 17550, giga_loss[loss=0.2058, simple_loss=0.2836, pruned_loss=0.06399, over 12376.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02752, over 91.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.311, pruned_loss=0.07482, over 2475637.87 frames. utt_duration=424 frames, utt_pad_proportion=0.07284, over 23434.71 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3094, pruned_loss=0.07919, over 2466687.84 frames. utt_duration=1248 frames, utt_pad_proportion=0.05523, over 7912.52 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3121, pruned_loss=0.07531, over 2476460.56 frames. utt_duration=401.6 frames, utt_pad_proportion=0.07362, over 24753.58 utterances.], batch size: 91, lr: 4.69e-04
2022-08-24 09:16:16,198 INFO [train.py:927] (4/8) Epoch 7, batch 17600, giga_loss[loss=0.1854, simple_loss=0.2826, pruned_loss=0.04414, over 12354.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3098, pruned_loss=0.07348, over 2475483.76 frames. utt_duration=411.1 frames, utt_pad_proportion=0.07552, over 24171.61 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3097, pruned_loss=0.07932, over 2466738.26 frames. utt_duration=1249 frames, utt_pad_proportion=0.05479, over 7906.39 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3105, pruned_loss=0.07374, over 2476169.17 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07616, over 25346.13 utterances.], batch size: 70, lr: 4.68e-04
2022-08-24 09:17:59,896 INFO [train.py:927] (4/8) Epoch 7, batch 17650, giga_loss[loss=0.2139, simple_loss=0.3004, pruned_loss=0.06368, over 12441.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03029, over 80.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3074, pruned_loss=0.07111, over 2476013.48 frames. utt_duration=421.4 frames, utt_pad_proportion=0.07112, over 23583.38 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3094, pruned_loss=0.07918, over 2466800.40 frames. utt_duration=1254 frames, utt_pad_proportion=0.05382, over 7877.02 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3082, pruned_loss=0.07127, over 2476701.86 frames. utt_duration=399 frames, utt_pad_proportion=0.07224, over 24919.10 utterances.], batch size: 80, lr: 4.68e-04
2022-08-24 09:19:47,644 INFO [train.py:927] (4/8) Epoch 7, batch 17700, giga_loss[loss=0.225, simple_loss=0.3117, pruned_loss=0.06919, over 12377.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02799, over 66.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3039, pruned_loss=0.06902, over 2475884.87 frames. utt_duration=413.2 frames, utt_pad_proportion=0.07127, over 24053.05 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3094, pruned_loss=0.07915, over 2466698.57 frames. utt_duration=1256 frames, utt_pad_proportion=0.05345, over 7863.31 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3045, pruned_loss=0.06909, over 2476600.94 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07227, over 25257.84 utterances.], batch size: 66, lr: 4.68e-04
2022-08-24 09:21:33,220 INFO [train.py:927] (4/8) Epoch 7, batch 17750, giga_loss[loss=0.2027, simple_loss=0.2981, pruned_loss=0.05366, over 12360.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03247, over 62.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3075, pruned_loss=0.06968, over 2475881.64 frames. utt_duration=412 frames, utt_pad_proportion=0.07338, over 24120.11 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3141, pruned_loss=0.07979, over 2466567.52 frames. utt_duration=1245 frames, utt_pad_proportion=0.05763, over 7937.32 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3035, pruned_loss=0.06894, over 2476765.78 frames. utt_duration=392.1 frames, utt_pad_proportion=0.07295, over 25361.51 utterances.], batch size: 62, lr: 4.68e-04
2022-08-24 09:23:30,131 INFO [train.py:927] (4/8) Epoch 7, batch 17800, giga_loss[loss=0.2091, simple_loss=0.3042, pruned_loss=0.05696, over 12410.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.0367, over 105.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3088, pruned_loss=0.06977, over 2476095.20 frames. utt_duration=389.5 frames, utt_pad_proportion=0.07657, over 25523.52 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3144, pruned_loss=0.07989, over 2466717.22 frames. utt_duration=1245 frames, utt_pad_proportion=0.05706, over 7932.28 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3053, pruned_loss=0.06897, over 2476783.79 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07632, over 26712.41 utterances.], batch size: 105, lr: 4.68e-04
2022-08-24 09:25:37,812 INFO [train.py:927] (4/8) Epoch 7, batch 17850, giga_loss[loss=0.197, simple_loss=0.3057, pruned_loss=0.04413, over 12433.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03168, over 75.00 utterances.], tot_loss[loss=0.222, simple_loss=0.307, pruned_loss=0.06847, over 2476163.02 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07076, over 25077.66 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3144, pruned_loss=0.07987, over 2466842.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.05647, over 7922.39 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3042, pruned_loss=0.06772, over 2476734.22 frames. utt_duration=378.6 frames, utt_pad_proportion=0.071, over 26260.69 utterances.], batch size: 75, lr: 4.68e-04
2022-08-24 09:27:47,000 INFO [train.py:927] (4/8) Epoch 7, batch 17900, giga_loss[loss=0.2344, simple_loss=0.3304, pruned_loss=0.06915, over 12393.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03035, over 122.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.304, pruned_loss=0.06626, over 2476485.68 frames. utt_duration=382.4 frames, utt_pad_proportion=0.07328, over 25993.47 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3136, pruned_loss=0.07939, over 2466799.74 frames. utt_duration=1249 frames, utt_pad_proportion=0.05552, over 7906.88 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3022, pruned_loss=0.06576, over 2477232.30 frames. utt_duration=363 frames, utt_pad_proportion=0.07369, over 27401.81 utterances.], batch size: 122, lr: 4.68e-04
2022-08-24 09:29:51,431 INFO [train.py:927] (4/8) Epoch 7, batch 17950, giga_loss[loss=0.2093, simple_loss=0.2965, pruned_loss=0.06105, over 12381.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04582, over 146.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3022, pruned_loss=0.06631, over 2476762.91 frames. utt_duration=394.3 frames, utt_pad_proportion=0.07129, over 25209.07 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3139, pruned_loss=0.07974, over 2467139.22 frames. utt_duration=1234 frames, utt_pad_proportion=0.05898, over 8004.60 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3002, pruned_loss=0.06527, over 2477313.36 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07101, over 26711.65 utterances.], batch size: 146, lr: 4.68e-04
2022-08-24 09:31:46,258 INFO [train.py:927] (4/8) Epoch 7, batch 18000, libri_loss[loss=0.2092, simple_loss=0.296, pruned_loss=0.06115, over 12289.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006318, over 37.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3004, pruned_loss=0.06517, over 2477077.75 frames. utt_duration=396.5 frames, utt_pad_proportion=0.07089, over 25074.49 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3136, pruned_loss=0.07961, over 2467507.99 frames. utt_duration=1239 frames, utt_pad_proportion=0.05772, over 7978.84 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2987, pruned_loss=0.06406, over 2477464.80 frames. utt_duration=371.4 frames, utt_pad_proportion=0.07113, over 26779.26 utterances.], batch size: 37, lr: 4.68e-04
2022-08-24 09:31:46,259 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 09:32:01,609 INFO [train.py:967] (4/8) Epoch 7, validation: loss=0.1819, simple_loss=0.2922, pruned_loss=0.03583, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 09:34:13,438 INFO [train.py:927] (4/8) Epoch 7, batch 18050, giga_loss[loss=0.1792, simple_loss=0.2749, pruned_loss=0.04175, over 12394.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.02956, over 62.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3003, pruned_loss=0.06458, over 2477338.41 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06937, over 24572.94 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3127, pruned_loss=0.0793, over 2467215.41 frames. utt_duration=1245 frames, utt_pad_proportion=0.05679, over 7936.95 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2994, pruned_loss=0.06359, over 2478192.15 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06996, over 26425.02 utterances.], batch size: 62, lr: 4.68e-04
2022-08-24 09:36:22,613 INFO [train.py:927] (4/8) Epoch 7, batch 18100, giga_loss[loss=0.2031, simple_loss=0.2905, pruned_loss=0.05786, over 12370.00 frames. utt_duration=376 frames, utt_pad_proportion=0.03594, over 132.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2989, pruned_loss=0.06365, over 2477327.08 frames. utt_duration=415.7 frames, utt_pad_proportion=0.0664, over 23911.60 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3126, pruned_loss=0.07926, over 2467301.56 frames. utt_duration=1245 frames, utt_pad_proportion=0.0566, over 7937.34 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2981, pruned_loss=0.06254, over 2478176.55 frames. utt_duration=386 frames, utt_pad_proportion=0.06719, over 25761.41 utterances.], batch size: 132, lr: 4.68e-04
2022-08-24 09:38:27,097 INFO [train.py:927] (4/8) Epoch 7, batch 18150, giga_loss[loss=0.2124, simple_loss=0.2947, pruned_loss=0.06504, over 12395.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.0945, over 255.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.3011, pruned_loss=0.06353, over 2477594.09 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06585, over 24200.01 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3125, pruned_loss=0.0793, over 2467296.91 frames. utt_duration=1244 frames, utt_pad_proportion=0.0565, over 7942.01 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.3003, pruned_loss=0.06247, over 2478345.19 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06655, over 25790.47 utterances.], batch size: 255, lr: 4.68e-04
2022-08-24 09:40:33,185 INFO [train.py:927] (4/8) Epoch 7, batch 18200, libri_loss[loss=0.2193, simple_loss=0.3036, pruned_loss=0.06749, over 12390.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006527, over 34.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.3014, pruned_loss=0.06274, over 2478022.88 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06725, over 24779.59 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3127, pruned_loss=0.07931, over 2467437.50 frames. utt_duration=1244 frames, utt_pad_proportion=0.05589, over 7943.17 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.3004, pruned_loss=0.06158, over 2478692.00 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06795, over 26354.07 utterances.], batch size: 34, lr: 4.68e-04
2022-08-24 09:42:37,401 INFO [train.py:927] (4/8) Epoch 7, batch 18250, giga_loss[loss=0.2185, simple_loss=0.3022, pruned_loss=0.06738, over 12375.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03836, over 113.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3026, pruned_loss=0.06396, over 2478631.72 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06979, over 25549.85 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.313, pruned_loss=0.07924, over 2467776.96 frames. utt_duration=1244 frames, utt_pad_proportion=0.0552, over 7944.40 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.3014, pruned_loss=0.0628, over 2479049.33 frames. utt_duration=367 frames, utt_pad_proportion=0.07043, over 27111.70 utterances.], batch size: 113, lr: 4.68e-04
2022-08-24 09:45:11,609 INFO [train.py:927] (4/8) Epoch 7, batch 18300, giga_loss[loss=0.1781, simple_loss=0.2769, pruned_loss=0.03958, over 12351.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02743, over 66.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3025, pruned_loss=0.06485, over 2478755.06 frames. utt_duration=401.9 frames, utt_pad_proportion=0.0698, over 24741.71 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3127, pruned_loss=0.0792, over 2468127.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.05421, over 7922.95 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3015, pruned_loss=0.06364, over 2479011.65 frames. utt_duration=377.1 frames, utt_pad_proportion=0.07068, over 26379.17 utterances.], batch size: 66, lr: 4.68e-04
2022-08-24 09:47:19,885 INFO [train.py:927] (4/8) Epoch 7, batch 18350, giga_loss[loss=0.1883, simple_loss=0.273, pruned_loss=0.05186, over 12323.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.02956, over 66.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2995, pruned_loss=0.06331, over 2478630.26 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06703, over 24631.52 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3124, pruned_loss=0.07905, over 2467978.49 frames. utt_duration=1250 frames, utt_pad_proportion=0.05381, over 7909.76 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2989, pruned_loss=0.06236, over 2479077.79 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06802, over 26091.63 utterances.], batch size: 66, lr: 4.67e-04
2022-08-24 09:49:24,041 INFO [train.py:927] (4/8) Epoch 7, batch 18400, giga_loss[loss=0.1947, simple_loss=0.2806, pruned_loss=0.05442, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05902, over 182.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.298, pruned_loss=0.0622, over 2478834.06 frames. utt_duration=407 frames, utt_pad_proportion=0.06627, over 24433.17 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3122, pruned_loss=0.07895, over 2467725.49 frames. utt_duration=1253 frames, utt_pad_proportion=0.05337, over 7884.26 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2975, pruned_loss=0.06133, over 2479530.63 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06726, over 25817.29 utterances.], batch size: 182, lr: 4.67e-04
2022-08-24 09:51:30,743 INFO [train.py:927] (4/8) Epoch 7, batch 18450, giga_loss[loss=0.2331, simple_loss=0.3033, pruned_loss=0.08146, over 12394.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09787, over 256.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2975, pruned_loss=0.06269, over 2478877.87 frames. utt_duration=406.2 frames, utt_pad_proportion=0.0661, over 24483.15 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3122, pruned_loss=0.07894, over 2467742.67 frames. utt_duration=1254 frames, utt_pad_proportion=0.05318, over 7878.39 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2971, pruned_loss=0.06187, over 2479516.00 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06698, over 25726.62 utterances.], batch size: 256, lr: 4.67e-04
2022-08-24 09:53:34,463 INFO [train.py:927] (4/8) Epoch 7, batch 18500, giga_loss[loss=0.2052, simple_loss=0.2962, pruned_loss=0.05713, over 12395.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2983, pruned_loss=0.0638, over 2478874.79 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06484, over 23502.94 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3125, pruned_loss=0.07926, over 2467612.68 frames. utt_duration=1256 frames, utt_pad_proportion=0.05246, over 7869.01 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2974, pruned_loss=0.06261, over 2479667.24 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06591, over 24781.58 utterances.], batch size: 91, lr: 4.67e-04
2022-08-24 09:55:56,857 INFO [train.py:927] (4/8) Epoch 7, batch 18550, giga_loss[loss=0.2218, simple_loss=0.3086, pruned_loss=0.06748, over 12445.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03792, over 105.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.3007, pruned_loss=0.06407, over 2478895.04 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06731, over 24220.19 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3137, pruned_loss=0.0795, over 2467587.72 frames. utt_duration=1257 frames, utt_pad_proportion=0.05186, over 7861.05 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2987, pruned_loss=0.0627, over 2479686.16 frames. utt_duration=390.8 frames, utt_pad_proportion=0.06824, over 25457.56 utterances.], batch size: 105, lr: 4.67e-04
2022-08-24 09:58:06,267 INFO [train.py:927] (4/8) Epoch 7, batch 18600, giga_loss[loss=0.1918, simple_loss=0.2767, pruned_loss=0.05339, over 12420.00 frames. utt_duration=408 frames, utt_pad_proportion=0.02855, over 122.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2978, pruned_loss=0.06362, over 2479234.14 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06541, over 23440.49 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3138, pruned_loss=0.07986, over 2468060.63 frames. utt_duration=1260 frames, utt_pad_proportion=0.0505, over 7845.12 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2957, pruned_loss=0.06174, over 2479803.45 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06676, over 24937.58 utterances.], batch size: 122, lr: 4.67e-04
2022-08-24 10:00:01,865 INFO [train.py:927] (4/8) Epoch 7, batch 18650, giga_loss[loss=0.2603, simple_loss=0.3343, pruned_loss=0.09317, over 12418.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03022, over 122.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2938, pruned_loss=0.06221, over 2478901.11 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06872, over 23588.93 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3135, pruned_loss=0.07986, over 2468134.48 frames. utt_duration=1264 frames, utt_pad_proportion=0.04972, over 7820.02 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2918, pruned_loss=0.06024, over 2479580.77 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06989, over 25210.40 utterances.], batch size: 122, lr: 4.67e-04
2022-08-24 10:01:58,055 INFO [train.py:927] (4/8) Epoch 7, batch 18700, giga_loss[loss=0.1847, simple_loss=0.2795, pruned_loss=0.0449, over 12361.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.02925, over 51.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2941, pruned_loss=0.06275, over 2478243.95 frames. utt_duration=431 frames, utt_pad_proportion=0.06588, over 23063.14 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3133, pruned_loss=0.08013, over 2468226.76 frames. utt_duration=1257 frames, utt_pad_proportion=0.05337, over 7861.62 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2922, pruned_loss=0.06035, over 2479038.05 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06609, over 24809.99 utterances.], batch size: 51, lr: 4.67e-04
2022-08-24 10:04:01,908 INFO [train.py:927] (4/8) Epoch 7, batch 18750, giga_loss[loss=0.1798, simple_loss=0.2575, pruned_loss=0.05107, over 12373.00 frames. utt_duration=138.6 frames, utt_pad_proportion=0.1846, over 360.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.293, pruned_loss=0.06182, over 2478273.75 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06943, over 23924.88 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3133, pruned_loss=0.08024, over 2468271.32 frames. utt_duration=1260 frames, utt_pad_proportion=0.05276, over 7847.73 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2911, pruned_loss=0.05961, over 2479006.75 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06958, over 25519.69 utterances.], batch size: 360, lr: 4.67e-04
2022-08-24 10:06:17,675 INFO [train.py:927] (4/8) Epoch 7, batch 18800, libri_loss[loss=0.2512, simple_loss=0.3297, pruned_loss=0.08636, over 12451.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009223, over 39.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2928, pruned_loss=0.06208, over 2477930.50 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07039, over 24682.44 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3134, pruned_loss=0.08017, over 2468258.71 frames. utt_duration=1263 frames, utt_pad_proportion=0.05209, over 7826.95 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2909, pruned_loss=0.06005, over 2478707.76 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07073, over 26279.97 utterances.], batch size: 39, lr: 4.67e-04
2022-08-24 10:08:18,981 INFO [train.py:927] (4/8) Epoch 7, batch 18850, giga_loss[loss=0.2027, simple_loss=0.2894, pruned_loss=0.05801, over 12413.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06941, over 212.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2931, pruned_loss=0.06237, over 2477794.19 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06858, over 25320.59 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3137, pruned_loss=0.08022, over 2468425.01 frames. utt_duration=1263 frames, utt_pad_proportion=0.05169, over 7825.68 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2912, pruned_loss=0.06058, over 2478345.79 frames. utt_duration=372.2 frames, utt_pad_proportion=0.06908, over 26719.21 utterances.], batch size: 212, lr: 4.67e-04
2022-08-24 10:10:14,292 INFO [train.py:927] (4/8) Epoch 7, batch 18900, giga_loss[loss=0.2141, simple_loss=0.3053, pruned_loss=0.06148, over 12407.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03891, over 105.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.293, pruned_loss=0.06126, over 2477784.13 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06614, over 24749.39 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3137, pruned_loss=0.08025, over 2468309.36 frames. utt_duration=1264 frames, utt_pad_proportion=0.05096, over 7819.23 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2911, pruned_loss=0.05949, over 2478480.61 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06692, over 26157.27 utterances.], batch size: 105, lr: 4.67e-04
2022-08-24 10:12:09,285 INFO [train.py:927] (4/8) Epoch 7, batch 18950, giga_loss[loss=0.2248, simple_loss=0.3066, pruned_loss=0.07154, over 12388.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05976, over 182.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2945, pruned_loss=0.06132, over 2477365.24 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06752, over 24879.67 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3133, pruned_loss=0.07995, over 2468219.02 frames. utt_duration=1263 frames, utt_pad_proportion=0.05025, over 7823.83 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2929, pruned_loss=0.05967, over 2478237.43 frames. utt_duration=376 frames, utt_pad_proportion=0.0684, over 26451.45 utterances.], batch size: 182, lr: 4.67e-04
2022-08-24 10:14:09,249 INFO [train.py:927] (4/8) Epoch 7, batch 19000, giga_loss[loss=0.1977, simple_loss=0.2884, pruned_loss=0.05346, over 12374.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03094, over 58.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2943, pruned_loss=0.06066, over 2476943.04 frames. utt_duration=420.1 frames, utt_pad_proportion=0.06405, over 23650.29 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.313, pruned_loss=0.07992, over 2468286.57 frames. utt_duration=1269 frames, utt_pad_proportion=0.04934, over 7791.60 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2927, pruned_loss=0.05893, over 2477787.62 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06532, over 25303.23 utterances.], batch size: 58, lr: 4.67e-04
2022-08-24 10:16:08,408 INFO [train.py:927] (4/8) Epoch 7, batch 19050, giga_loss[loss=0.2082, simple_loss=0.2972, pruned_loss=0.05955, over 12370.00 frames. utt_duration=472.3 frames, utt_pad_proportion=0.04384, over 105.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2925, pruned_loss=0.05963, over 2476862.67 frames. utt_duration=429.5 frames, utt_pad_proportion=0.06198, over 23133.06 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3128, pruned_loss=0.07997, over 2468127.86 frames. utt_duration=1269 frames, utt_pad_proportion=0.04894, over 7791.44 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2908, pruned_loss=0.05752, over 2478001.71 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06338, over 24971.87 utterances.], batch size: 105, lr: 4.67e-04
2022-08-24 10:18:07,545 INFO [train.py:927] (4/8) Epoch 7, batch 19100, giga_loss[loss=0.2058, simple_loss=0.2964, pruned_loss=0.05759, over 12403.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03929, over 105.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2919, pruned_loss=0.05949, over 2477323.91 frames. utt_duration=438.6 frames, utt_pad_proportion=0.05738, over 22655.72 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3124, pruned_loss=0.07974, over 2468387.99 frames. utt_duration=1272 frames, utt_pad_proportion=0.04844, over 7772.71 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2907, pruned_loss=0.05775, over 2478106.55 frames. utt_duration=408.6 frames, utt_pad_proportion=0.05899, over 24329.12 utterances.], batch size: 105, lr: 4.67e-04
2022-08-24 10:20:05,896 INFO [train.py:927] (4/8) Epoch 7, batch 19150, giga_loss[loss=0.1814, simple_loss=0.2803, pruned_loss=0.04131, over 12466.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03026, over 75.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.295, pruned_loss=0.06176, over 2477426.21 frames. utt_duration=435.8 frames, utt_pad_proportion=0.0589, over 22804.74 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3124, pruned_loss=0.08002, over 2468836.87 frames. utt_duration=1251 frames, utt_pad_proportion=0.05641, over 7905.20 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2934, pruned_loss=0.05948, over 2477913.43 frames. utt_duration=405.4 frames, utt_pad_proportion=0.05786, over 24524.36 utterances.], batch size: 75, lr: 4.66e-04
2022-08-24 10:22:02,002 INFO [train.py:927] (4/8) Epoch 7, batch 19200, giga_loss[loss=0.2155, simple_loss=0.2986, pruned_loss=0.06624, over 12417.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.06983, over 213.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2973, pruned_loss=0.06337, over 2477235.67 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06364, over 24232.39 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3124, pruned_loss=0.08, over 2469028.54 frames. utt_duration=1252 frames, utt_pad_proportion=0.0558, over 7894.73 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2958, pruned_loss=0.06135, over 2477557.05 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06282, over 25834.43 utterances.], batch size: 213, lr: 4.66e-04
2022-08-24 10:24:14,818 INFO [train.py:927] (4/8) Epoch 7, batch 19250, giga_loss[loss=0.1928, simple_loss=0.2933, pruned_loss=0.04613, over 12470.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03012, over 75.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2988, pruned_loss=0.06393, over 2477431.83 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06335, over 24599.92 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3121, pruned_loss=0.07995, over 2468666.61 frames. utt_duration=1259 frames, utt_pad_proportion=0.05434, over 7854.10 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2974, pruned_loss=0.06183, over 2478274.78 frames. utt_duration=375.9 frames, utt_pad_proportion=0.0632, over 26453.54 utterances.], batch size: 75, lr: 4.66e-04
2022-08-24 10:26:17,727 INFO [train.py:927] (4/8) Epoch 7, batch 19300, giga_loss[loss=0.2398, simple_loss=0.3158, pruned_loss=0.08192, over 12424.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06512, over 212.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2965, pruned_loss=0.06303, over 2477497.10 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06283, over 24150.66 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3119, pruned_loss=0.07996, over 2468956.16 frames. utt_duration=1263 frames, utt_pad_proportion=0.05372, over 7828.24 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2954, pruned_loss=0.06105, over 2478058.50 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06297, over 25943.25 utterances.], batch size: 212, lr: 4.66e-04
2022-08-24 10:28:27,318 INFO [train.py:927] (4/8) Epoch 7, batch 19350, libri_loss[loss=0.2665, simple_loss=0.3569, pruned_loss=0.08809, over 12433.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01018, over 39.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2958, pruned_loss=0.06224, over 2477262.24 frames. utt_duration=420.3 frames, utt_pad_proportion=0.05928, over 23646.21 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3122, pruned_loss=0.07987, over 2468852.57 frames. utt_duration=1264 frames, utt_pad_proportion=0.05329, over 7823.97 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2944, pruned_loss=0.0606, over 2477847.92 frames. utt_duration=394.4 frames, utt_pad_proportion=0.05974, over 25204.50 utterances.], batch size: 39, lr: 4.66e-04
2022-08-24 10:30:27,634 INFO [train.py:927] (4/8) Epoch 7, batch 19400, giga_loss[loss=0.2329, simple_loss=0.3122, pruned_loss=0.07681, over 12421.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07243, over 212.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2942, pruned_loss=0.06135, over 2478041.21 frames. utt_duration=419.1 frames, utt_pad_proportion=0.0604, over 23720.97 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3118, pruned_loss=0.07952, over 2468872.52 frames. utt_duration=1268 frames, utt_pad_proportion=0.05265, over 7796.62 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2932, pruned_loss=0.06005, over 2478665.86 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06091, over 25269.44 utterances.], batch size: 212, lr: 4.66e-04
2022-08-24 10:32:27,639 INFO [train.py:927] (4/8) Epoch 7, batch 19450, giga_loss[loss=0.215, simple_loss=0.3122, pruned_loss=0.05895, over 12454.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.0331, over 105.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.295, pruned_loss=0.06066, over 2478168.33 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06184, over 23944.43 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3119, pruned_loss=0.07948, over 2468862.94 frames. utt_duration=1268 frames, utt_pad_proportion=0.05236, over 7798.68 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2938, pruned_loss=0.05942, over 2478791.09 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06228, over 25383.85 utterances.], batch size: 105, lr: 4.66e-04
2022-08-24 10:34:22,721 INFO [train.py:927] (4/8) Epoch 7, batch 19500, giga_loss[loss=0.2197, simple_loss=0.3092, pruned_loss=0.06509, over 12429.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03896, over 105.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2958, pruned_loss=0.06025, over 2478276.53 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06114, over 24024.75 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3116, pruned_loss=0.07944, over 2468743.92 frames. utt_duration=1273 frames, utt_pad_proportion=0.05155, over 7764.01 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2949, pruned_loss=0.05887, over 2479096.56 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06179, over 25576.08 utterances.], batch size: 105, lr: 4.66e-04
2022-08-24 10:36:29,283 INFO [train.py:927] (4/8) Epoch 7, batch 19550, giga_loss[loss=0.2238, simple_loss=0.298, pruned_loss=0.07481, over 12408.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09679, over 256.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2946, pruned_loss=0.05968, over 2478025.49 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06017, over 23530.67 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3109, pruned_loss=0.07929, over 2468715.27 frames. utt_duration=1278 frames, utt_pad_proportion=0.05058, over 7736.64 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.294, pruned_loss=0.05819, over 2478963.23 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06108, over 25229.70 utterances.], batch size: 256, lr: 4.66e-04
2022-08-24 10:38:43,457 INFO [train.py:927] (4/8) Epoch 7, batch 19600, giga_loss[loss=0.2083, simple_loss=0.3045, pruned_loss=0.05599, over 12379.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02793, over 91.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2959, pruned_loss=0.06027, over 2478343.61 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06252, over 23969.78 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3111, pruned_loss=0.07944, over 2468993.32 frames. utt_duration=1275 frames, utt_pad_proportion=0.05031, over 7755.44 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2948, pruned_loss=0.05834, over 2479150.01 frames. utt_duration=385 frames, utt_pad_proportion=0.06332, over 25838.98 utterances.], batch size: 91, lr: 4.66e-04
2022-08-24 10:40:55,369 INFO [train.py:927] (4/8) Epoch 7, batch 19650, giga_loss[loss=0.211, simple_loss=0.3097, pruned_loss=0.05619, over 12330.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03069, over 85.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2987, pruned_loss=0.06171, over 2478051.03 frames. utt_duration=414 frames, utt_pad_proportion=0.06308, over 24009.21 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3103, pruned_loss=0.07906, over 2468838.09 frames. utt_duration=1277 frames, utt_pad_proportion=0.04991, over 7742.73 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2981, pruned_loss=0.0599, over 2479100.51 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06387, over 26024.37 utterances.], batch size: 85, lr: 4.66e-04
2022-08-24 10:43:18,589 INFO [train.py:927] (4/8) Epoch 7, batch 19700, giga_loss[loss=0.197, simple_loss=0.2771, pruned_loss=0.05846, over 12463.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02484, over 80.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2972, pruned_loss=0.06091, over 2478766.68 frames. utt_duration=429.1 frames, utt_pad_proportion=0.06093, over 23171.32 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3105, pruned_loss=0.07933, over 2468862.25 frames. utt_duration=1264 frames, utt_pad_proportion=0.05463, over 7819.88 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2965, pruned_loss=0.05914, over 2479653.67 frames. utt_duration=400.7 frames, utt_pad_proportion=0.0606, over 24826.44 utterances.], batch size: 80, lr: 4.66e-04
2022-08-24 10:45:26,909 INFO [train.py:927] (4/8) Epoch 7, batch 19750, giga_loss[loss=0.1871, simple_loss=0.2689, pruned_loss=0.05265, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03205, over 40.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2954, pruned_loss=0.05938, over 2478959.20 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06016, over 23220.50 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3101, pruned_loss=0.07907, over 2468828.58 frames. utt_duration=1269 frames, utt_pad_proportion=0.05395, over 7792.74 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2949, pruned_loss=0.05788, over 2479852.42 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06014, over 24818.95 utterances.], batch size: 40, lr: 4.66e-04
2022-08-24 10:47:26,692 INFO [train.py:927] (4/8) Epoch 7, batch 19800, giga_loss[loss=0.2301, simple_loss=0.3186, pruned_loss=0.07084, over 12385.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05287, over 161.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2966, pruned_loss=0.0599, over 2478856.19 frames. utt_duration=419.3 frames, utt_pad_proportion=0.05936, over 23713.63 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3099, pruned_loss=0.07898, over 2469062.71 frames. utt_duration=1268 frames, utt_pad_proportion=0.05389, over 7795.75 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2962, pruned_loss=0.05861, over 2479439.36 frames. utt_duration=396.2 frames, utt_pad_proportion=0.05942, over 25107.87 utterances.], batch size: 161, lr: 4.66e-04
2022-08-24 10:49:22,133 INFO [train.py:927] (4/8) Epoch 7, batch 19850, giga_loss[loss=0.1863, simple_loss=0.271, pruned_loss=0.05073, over 12368.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02958, over 85.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2972, pruned_loss=0.06005, over 2478266.03 frames. utt_duration=441.2 frames, utt_pad_proportion=0.05661, over 22530.64 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3103, pruned_loss=0.07886, over 2468920.07 frames. utt_duration=1274 frames, utt_pad_proportion=0.05258, over 7760.29 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2962, pruned_loss=0.05857, over 2479157.79 frames. utt_duration=411.6 frames, utt_pad_proportion=0.05724, over 24161.47 utterances.], batch size: 85, lr: 4.66e-04
2022-08-24 10:51:22,900 INFO [train.py:927] (4/8) Epoch 7, batch 19900, giga_loss[loss=0.2208, simple_loss=0.303, pruned_loss=0.06929, over 12402.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04868, over 161.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.297, pruned_loss=0.06096, over 2478177.33 frames. utt_duration=434.2 frames, utt_pad_proportion=0.05981, over 22895.08 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3108, pruned_loss=0.07929, over 2469148.67 frames. utt_duration=1254 frames, utt_pad_proportion=0.05863, over 7885.29 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2954, pruned_loss=0.05884, over 2478948.72 frames. utt_duration=406 frames, utt_pad_proportion=0.05834, over 24497.00 utterances.], batch size: 161, lr: 4.65e-04
2022-08-24 10:53:04,837 INFO [train.py:927] (4/8) Epoch 7, batch 19950, giga_loss[loss=0.2438, simple_loss=0.3445, pruned_loss=0.07154, over 12349.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04465, over 26.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.3014, pruned_loss=0.06394, over 2476945.63 frames. utt_duration=437.9 frames, utt_pad_proportion=0.06554, over 22690.56 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3106, pruned_loss=0.07941, over 2469060.62 frames. utt_duration=1239 frames, utt_pad_proportion=0.06381, over 7983.67 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2998, pruned_loss=0.06168, over 2477886.44 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06263, over 24295.88 utterances.], batch size: 26, lr: 4.65e-04
2022-08-24 10:54:49,732 INFO [train.py:927] (4/8) Epoch 7, batch 20000, giga_loss[loss=0.2219, simple_loss=0.3, pruned_loss=0.0719, over 12451.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02924, over 80.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3048, pruned_loss=0.06619, over 2475422.35 frames. utt_duration=454.1 frames, utt_pad_proportion=0.06439, over 21865.96 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3097, pruned_loss=0.07901, over 2468618.23 frames. utt_duration=1246 frames, utt_pad_proportion=0.06248, over 7931.87 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3043, pruned_loss=0.06437, over 2476784.13 frames. utt_duration=421.1 frames, utt_pad_proportion=0.0625, over 23597.80 utterances.], batch size: 80, lr: 4.65e-04
2022-08-24 10:56:31,680 INFO [train.py:927] (4/8) Epoch 7, batch 20050, giga_loss[loss=0.1907, simple_loss=0.2752, pruned_loss=0.05313, over 12388.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04079, over 133.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3004, pruned_loss=0.0653, over 2475283.26 frames. utt_duration=469.1 frames, utt_pad_proportion=0.06322, over 21168.07 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.31, pruned_loss=0.07929, over 2468823.91 frames. utt_duration=1235 frames, utt_pad_proportion=0.06617, over 8007.07 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2996, pruned_loss=0.06346, over 2476259.69 frames. utt_duration=438.5 frames, utt_pad_proportion=0.06067, over 22656.57 utterances.], batch size: 133, lr: 4.65e-04
2022-08-24 10:58:15,007 INFO [train.py:927] (4/8) Epoch 7, batch 20100, giga_loss[loss=0.1926, simple_loss=0.2748, pruned_loss=0.05523, over 12435.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03863, over 123.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2939, pruned_loss=0.06334, over 2474930.23 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06197, over 20401.69 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.31, pruned_loss=0.0793, over 2468530.78 frames. utt_duration=1241 frames, utt_pad_proportion=0.06456, over 7963.52 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2929, pruned_loss=0.06136, over 2476184.64 frames. utt_duration=450.5 frames, utt_pad_proportion=0.06041, over 22049.01 utterances.], batch size: 123, lr: 4.65e-04
2022-08-24 10:59:56,507 INFO [train.py:927] (4/8) Epoch 7, batch 20150, giga_loss[loss=0.182, simple_loss=0.2639, pruned_loss=0.05005, over 12363.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04649, over 146.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2874, pruned_loss=0.06152, over 2473898.36 frames. utt_duration=494.7 frames, utt_pad_proportion=0.0604, over 20059.15 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3096, pruned_loss=0.0792, over 2468187.37 frames. utt_duration=1245 frames, utt_pad_proportion=0.0635, over 7938.72 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2862, pruned_loss=0.05941, over 2475454.15 frames. utt_duration=453.9 frames, utt_pad_proportion=0.0596, over 21879.54 utterances.], batch size: 146, lr: 4.65e-04
2022-08-24 11:01:39,853 INFO [train.py:927] (4/8) Epoch 7, batch 20200, giga_loss[loss=0.1966, simple_loss=0.2764, pruned_loss=0.05836, over 12370.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05534, over 181.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2826, pruned_loss=0.05957, over 2474324.27 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06005, over 19758.05 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3094, pruned_loss=0.07913, over 2468556.39 frames. utt_duration=1248 frames, utt_pad_proportion=0.06238, over 7922.41 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2812, pruned_loss=0.05753, over 2475362.79 frames. utt_duration=461.9 frames, utt_pad_proportion=0.05976, over 21499.42 utterances.], batch size: 181, lr: 4.65e-04
2022-08-24 11:03:22,753 INFO [train.py:927] (4/8) Epoch 7, batch 20250, giga_loss[loss=0.16, simple_loss=0.2409, pruned_loss=0.03955, over 12333.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.0311, over 70.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2785, pruned_loss=0.05835, over 2474475.66 frames. utt_duration=509.3 frames, utt_pad_proportion=0.05938, over 19489.28 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3097, pruned_loss=0.0794, over 2468760.87 frames. utt_duration=1230 frames, utt_pad_proportion=0.06674, over 8036.42 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2765, pruned_loss=0.05603, over 2475245.72 frames. utt_duration=472 frames, utt_pad_proportion=0.0577, over 21039.11 utterances.], batch size: 70, lr: 4.65e-04
2022-08-24 11:05:06,397 INFO [train.py:927] (4/8) Epoch 7, batch 20300, giga_loss[loss=0.1641, simple_loss=0.2365, pruned_loss=0.04587, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03878, over 37.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2752, pruned_loss=0.05708, over 2473918.54 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06077, over 18819.07 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.31, pruned_loss=0.07953, over 2469034.61 frames. utt_duration=1224 frames, utt_pad_proportion=0.06931, over 8078.21 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2723, pruned_loss=0.05435, over 2474491.24 frames. utt_duration=485.7 frames, utt_pad_proportion=0.05824, over 20437.15 utterances.], batch size: 37, lr: 4.65e-04
2022-08-24 11:06:51,147 INFO [train.py:927] (4/8) Epoch 7, batch 20350, giga_loss[loss=0.1994, simple_loss=0.2768, pruned_loss=0.06103, over 12461.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0363, over 105.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2704, pruned_loss=0.05524, over 2473879.02 frames. utt_duration=531.5 frames, utt_pad_proportion=0.0627, over 18667.40 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.31, pruned_loss=0.07954, over 2469049.50 frames. utt_duration=1224 frames, utt_pad_proportion=0.0688, over 8076.05 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2675, pruned_loss=0.05278, over 2474389.00 frames. utt_duration=494.1 frames, utt_pad_proportion=0.06069, over 20087.81 utterances.], batch size: 105, lr: 4.65e-04
2022-08-24 11:08:35,777 INFO [train.py:927] (4/8) Epoch 7, batch 20400, giga_loss[loss=0.1818, simple_loss=0.2616, pruned_loss=0.051, over 12458.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03345, over 86.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.2656, pruned_loss=0.05352, over 2473924.26 frames. utt_duration=520 frames, utt_pad_proportion=0.06294, over 19083.17 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3098, pruned_loss=0.0795, over 2469078.57 frames. utt_duration=1229 frames, utt_pad_proportion=0.06792, over 8043.73 utterances.], giga_tot_loss[loss=0.1825, simple_loss=0.2628, pruned_loss=0.05115, over 2474381.06 frames. utt_duration=485.8 frames, utt_pad_proportion=0.06165, over 20435.28 utterances.], batch size: 86, lr: 4.65e-04
2022-08-24 11:10:19,241 INFO [train.py:927] (4/8) Epoch 7, batch 20450, giga_loss[loss=0.2425, simple_loss=0.3276, pruned_loss=0.07873, over 12389.00 frames. utt_duration=577.8 frames, utt_pad_proportion=0.03696, over 86.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2749, pruned_loss=0.05822, over 2474062.67 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06829, over 19695.30 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.31, pruned_loss=0.07977, over 2469183.75 frames. utt_duration=1219 frames, utt_pad_proportion=0.07114, over 8114.68 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2718, pruned_loss=0.05569, over 2474425.71 frames. utt_duration=475 frames, utt_pad_proportion=0.06597, over 20901.30 utterances.], batch size: 86, lr: 4.65e-04
2022-08-24 11:12:02,896 INFO [train.py:927] (4/8) Epoch 7, batch 20500, giga_loss[loss=0.2101, simple_loss=0.2877, pruned_loss=0.06628, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03723, over 37.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2857, pruned_loss=0.06337, over 2473854.32 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06776, over 19006.68 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3102, pruned_loss=0.08015, over 2469082.75 frames. utt_duration=1211 frames, utt_pad_proportion=0.07451, over 8163.79 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2826, pruned_loss=0.0607, over 2474322.41 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06465, over 20124.60 utterances.], batch size: 37, lr: 4.65e-04
2022-08-24 11:13:49,441 INFO [train.py:927] (4/8) Epoch 7, batch 20550, giga_loss[loss=0.1969, simple_loss=0.281, pruned_loss=0.05639, over 12293.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03446, over 28.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2902, pruned_loss=0.06412, over 2473793.43 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06924, over 18951.85 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3107, pruned_loss=0.08036, over 2469130.02 frames. utt_duration=1200 frames, utt_pad_proportion=0.07824, over 8242.48 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2871, pruned_loss=0.06164, over 2474209.41 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06538, over 19914.46 utterances.], batch size: 28, lr: 4.65e-04
2022-08-24 11:15:35,249 INFO [train.py:927] (4/8) Epoch 7, batch 20600, giga_loss[loss=0.2487, simple_loss=0.326, pruned_loss=0.08577, over 12369.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02782, over 91.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2948, pruned_loss=0.06619, over 2473626.92 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06511, over 18679.04 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3107, pruned_loss=0.08038, over 2469385.50 frames. utt_duration=1203 frames, utt_pad_proportion=0.07701, over 8219.83 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2919, pruned_loss=0.06392, over 2473814.47 frames. utt_duration=505 frames, utt_pad_proportion=0.06257, over 19651.59 utterances.], batch size: 91, lr: 4.65e-04
2022-08-24 11:17:17,079 INFO [train.py:927] (4/8) Epoch 7, batch 20650, giga_loss[loss=0.2202, simple_loss=0.3143, pruned_loss=0.06308, over 12439.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03179, over 80.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2986, pruned_loss=0.0683, over 2473397.32 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06523, over 18574.60 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3106, pruned_loss=0.08049, over 2469009.04 frames. utt_duration=1207 frames, utt_pad_proportion=0.07565, over 8193.74 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.296, pruned_loss=0.06609, over 2473973.61 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06366, over 19616.64 utterances.], batch size: 80, lr: 4.64e-04
2022-08-24 11:18:59,615 INFO [train.py:927] (4/8) Epoch 7, batch 20700, giga_loss[loss=0.2859, simple_loss=0.3437, pruned_loss=0.1141, over 12389.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1109, over 260.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3039, pruned_loss=0.07087, over 2473329.83 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06873, over 18567.25 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3105, pruned_loss=0.0805, over 2469286.90 frames. utt_duration=1210 frames, utt_pad_proportion=0.07467, over 8173.14 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3017, pruned_loss=0.06885, over 2473636.73 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06752, over 19634.97 utterances.], batch size: 260, lr: 4.64e-04
2022-08-24 11:20:42,212 INFO [train.py:927] (4/8) Epoch 7, batch 20750, giga_loss[loss=0.2067, simple_loss=0.2931, pruned_loss=0.06014, over 12286.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.0533, over 26.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3073, pruned_loss=0.07185, over 2473843.72 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06524, over 18194.60 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3104, pruned_loss=0.08028, over 2469440.16 frames. utt_duration=1214 frames, utt_pad_proportion=0.07326, over 8145.08 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3055, pruned_loss=0.07021, over 2474049.00 frames. utt_duration=514.3 frames, utt_pad_proportion=0.0649, over 19297.30 utterances.], batch size: 26, lr: 4.64e-04
2022-08-24 11:22:26,062 INFO [train.py:927] (4/8) Epoch 7, batch 20800, libri_loss[loss=0.2036, simple_loss=0.2775, pruned_loss=0.06488, over 12225.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006557, over 31.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3073, pruned_loss=0.0712, over 2473362.76 frames. utt_duration=543 frames, utt_pad_proportion=0.06664, over 18271.30 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3103, pruned_loss=0.08027, over 2469322.41 frames. utt_duration=1218 frames, utt_pad_proportion=0.07167, over 8119.03 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3059, pruned_loss=0.06968, over 2473737.29 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06684, over 19461.80 utterances.], batch size: 31, lr: 4.64e-04
2022-08-24 11:24:09,840 INFO [train.py:927] (4/8) Epoch 7, batch 20850, giga_loss[loss=0.2467, simple_loss=0.3336, pruned_loss=0.07983, over 12392.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03654, over 113.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3089, pruned_loss=0.07216, over 2472405.85 frames. utt_duration=556 frames, utt_pad_proportion=0.06323, over 17834.94 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3105, pruned_loss=0.08012, over 2469138.11 frames. utt_duration=1222 frames, utt_pad_proportion=0.07002, over 8094.82 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3076, pruned_loss=0.07084, over 2472971.45 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06417, over 19083.23 utterances.], batch size: 113, lr: 4.64e-04
2022-08-24 11:25:54,035 INFO [train.py:927] (4/8) Epoch 7, batch 20900, giga_loss[loss=0.2234, simple_loss=0.3112, pruned_loss=0.06776, over 12210.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03152, over 39.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3104, pruned_loss=0.07438, over 2471977.73 frames. utt_duration=567 frames, utt_pad_proportion=0.06043, over 17486.24 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3104, pruned_loss=0.08004, over 2469096.11 frames. utt_duration=1219 frames, utt_pad_proportion=0.06945, over 8111.48 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3094, pruned_loss=0.07322, over 2472570.46 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06149, over 18733.15 utterances.], batch size: 39, lr: 4.64e-04
2022-08-24 11:27:37,999 INFO [train.py:927] (4/8) Epoch 7, batch 20950, giga_loss[loss=0.2464, simple_loss=0.3073, pruned_loss=0.09273, over 12363.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2034, over 369.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3089, pruned_loss=0.07449, over 2471763.43 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06267, over 17203.45 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.31, pruned_loss=0.07992, over 2469276.03 frames. utt_duration=1212 frames, utt_pad_proportion=0.0717, over 8156.63 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3085, pruned_loss=0.0735, over 2472166.81 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06235, over 18439.16 utterances.], batch size: 369, lr: 4.64e-04
2022-08-24 11:29:22,165 INFO [train.py:927] (4/8) Epoch 7, batch 21000, libri_loss[loss=0.2135, simple_loss=0.2931, pruned_loss=0.0669, over 12453.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005724, over 32.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3084, pruned_loss=0.0747, over 2472888.85 frames. utt_duration=579.6 frames, utt_pad_proportion=0.06238, over 17110.32 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3098, pruned_loss=0.07986, over 2469695.58 frames. utt_duration=1208 frames, utt_pad_proportion=0.07154, over 8186.33 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3081, pruned_loss=0.07371, over 2472964.08 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06199, over 18499.68 utterances.], batch size: 32, lr: 4.64e-04
2022-08-24 11:29:22,166 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 11:29:37,318 INFO [train.py:967] (4/8) Epoch 7, validation: loss=0.1912, simple_loss=0.3071, pruned_loss=0.03764, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 11:31:22,731 INFO [train.py:927] (4/8) Epoch 7, batch 21050, giga_loss[loss=0.2415, simple_loss=0.3103, pruned_loss=0.08632, over 12175.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.02642, over 39.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3074, pruned_loss=0.07368, over 2472887.11 frames. utt_duration=553.1 frames, utt_pad_proportion=0.0697, over 17930.69 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3108, pruned_loss=0.08003, over 2469849.57 frames. utt_duration=1207 frames, utt_pad_proportion=0.07066, over 8192.54 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3063, pruned_loss=0.07264, over 2472879.00 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06927, over 19201.65 utterances.], batch size: 39, lr: 4.64e-04
2022-08-24 11:33:07,806 INFO [train.py:927] (4/8) Epoch 7, batch 21100, libri_loss[loss=0.1872, simple_loss=0.2613, pruned_loss=0.05659, over 12176.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009913, over 30.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3024, pruned_loss=0.07126, over 2473235.59 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06866, over 18486.23 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3103, pruned_loss=0.07981, over 2469769.22 frames. utt_duration=1210 frames, utt_pad_proportion=0.06996, over 8177.07 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3017, pruned_loss=0.07042, over 2473410.72 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06865, over 19787.19 utterances.], batch size: 30, lr: 4.64e-04
2022-08-24 11:34:53,302 INFO [train.py:927] (4/8) Epoch 7, batch 21150, giga_loss[loss=0.2208, simple_loss=0.3049, pruned_loss=0.06841, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03017, over 45.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2984, pruned_loss=0.06973, over 2473315.90 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06931, over 18946.53 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3093, pruned_loss=0.07925, over 2469539.74 frames. utt_duration=1218 frames, utt_pad_proportion=0.06803, over 8117.25 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2984, pruned_loss=0.06922, over 2473817.93 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06996, over 20451.97 utterances.], batch size: 45, lr: 4.64e-04
2022-08-24 11:36:37,242 INFO [train.py:927] (4/8) Epoch 7, batch 21200, giga_loss[loss=0.1956, simple_loss=0.2722, pruned_loss=0.0595, over 12332.00 frames. utt_duration=969 frames, utt_pad_proportion=0.0339, over 51.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2976, pruned_loss=0.06917, over 2473804.45 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06747, over 18924.08 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3091, pruned_loss=0.07918, over 2469520.67 frames. utt_duration=1221 frames, utt_pad_proportion=0.06756, over 8099.12 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2978, pruned_loss=0.06875, over 2474255.13 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06829, over 20227.26 utterances.], batch size: 51, lr: 4.64e-04
2022-08-24 11:38:17,582 INFO [train.py:927] (4/8) Epoch 7, batch 21250, giga_loss[loss=0.2249, simple_loss=0.2949, pruned_loss=0.07744, over 12441.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0374, over 105.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2955, pruned_loss=0.06813, over 2473533.78 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06214, over 18147.58 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3088, pruned_loss=0.079, over 2469672.60 frames. utt_duration=1228 frames, utt_pad_proportion=0.0656, over 8055.71 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2954, pruned_loss=0.06755, over 2473915.80 frames. utt_duration=506 frames, utt_pad_proportion=0.06388, over 19614.43 utterances.], batch size: 105, lr: 4.64e-04
2022-08-24 11:40:00,836 INFO [train.py:927] (4/8) Epoch 7, batch 21300, giga_loss[loss=0.1838, simple_loss=0.253, pruned_loss=0.05735, over 12461.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03588, over 37.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2928, pruned_loss=0.06684, over 2473977.95 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06046, over 17795.03 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3095, pruned_loss=0.07903, over 2469636.65 frames. utt_duration=1230 frames, utt_pad_proportion=0.06486, over 8037.93 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.292, pruned_loss=0.0662, over 2474373.37 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06225, over 19109.78 utterances.], batch size: 37, lr: 4.64e-04
2022-08-24 11:41:40,109 INFO [train.py:927] (4/8) Epoch 7, batch 21350, giga_loss[loss=0.1856, simple_loss=0.2585, pruned_loss=0.05634, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03347, over 42.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2905, pruned_loss=0.06647, over 2474710.67 frames. utt_duration=572.7 frames, utt_pad_proportion=0.05672, over 17328.74 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3096, pruned_loss=0.07929, over 2470028.10 frames. utt_duration=1232 frames, utt_pad_proportion=0.06346, over 8027.67 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2892, pruned_loss=0.06534, over 2474823.96 frames. utt_duration=530.7 frames, utt_pad_proportion=0.05891, over 18706.64 utterances.], batch size: 42, lr: 4.64e-04
2022-08-24 11:43:25,203 INFO [train.py:927] (4/8) Epoch 7, batch 21400, giga_loss[loss=0.1906, simple_loss=0.2711, pruned_loss=0.05501, over 12445.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03277, over 86.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2872, pruned_loss=0.06489, over 2474538.45 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05274, over 16788.91 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3095, pruned_loss=0.07926, over 2469979.97 frames. utt_duration=1235 frames, utt_pad_proportion=0.06274, over 8008.34 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2859, pruned_loss=0.06383, over 2474725.86 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05503, over 18021.45 utterances.], batch size: 86, lr: 4.64e-04
2022-08-24 11:45:07,417 INFO [train.py:927] (4/8) Epoch 7, batch 21450, giga_loss[loss=0.1902, simple_loss=0.2745, pruned_loss=0.053, over 12459.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04334, over 31.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2842, pruned_loss=0.06372, over 2475266.51 frames. utt_duration=616.6 frames, utt_pad_proportion=0.05039, over 16095.57 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3091, pruned_loss=0.07919, over 2470040.84 frames. utt_duration=1240 frames, utt_pad_proportion=0.06203, over 7976.41 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2831, pruned_loss=0.06267, over 2475452.39 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05266, over 17251.73 utterances.], batch size: 31, lr: 4.63e-04
2022-08-24 11:46:52,421 INFO [train.py:927] (4/8) Epoch 7, batch 21500, giga_loss[loss=0.2309, simple_loss=0.3127, pruned_loss=0.07449, over 12264.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02696, over 45.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2863, pruned_loss=0.06508, over 2474313.06 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05569, over 16469.02 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3094, pruned_loss=0.0795, over 2469911.48 frames. utt_duration=1228 frames, utt_pad_proportion=0.06557, over 8056.70 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2843, pruned_loss=0.06342, over 2474754.95 frames. utt_duration=563.1 frames, utt_pad_proportion=0.0555, over 17628.21 utterances.], batch size: 45, lr: 4.63e-04
2022-08-24 11:48:36,973 INFO [train.py:927] (4/8) Epoch 7, batch 21550, giga_loss[loss=0.3054, simple_loss=0.3624, pruned_loss=0.1242, over 12406.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07274, over 212.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2931, pruned_loss=0.06906, over 2475104.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.05804, over 17107.25 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3103, pruned_loss=0.07967, over 2470092.98 frames. utt_duration=1223 frames, utt_pad_proportion=0.06565, over 8086.41 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2903, pruned_loss=0.06735, over 2475380.17 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05766, over 18160.95 utterances.], batch size: 212, lr: 4.63e-04
2022-08-24 11:50:18,578 INFO [train.py:927] (4/8) Epoch 7, batch 21600, giga_loss[loss=0.2862, simple_loss=0.3514, pruned_loss=0.1104, over 12362.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.2979, pruned_loss=0.07142, over 2474495.13 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06211, over 17172.59 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3106, pruned_loss=0.07989, over 2470122.04 frames. utt_duration=1212 frames, utt_pad_proportion=0.06988, over 8161.00 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.295, pruned_loss=0.0696, over 2474821.53 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05967, over 18178.02 utterances.], batch size: 258, lr: 4.63e-04
2022-08-24 11:52:03,086 INFO [train.py:927] (4/8) Epoch 7, batch 21650, giga_loss[loss=0.2662, simple_loss=0.332, pruned_loss=0.1002, over 12366.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02821, over 91.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3032, pruned_loss=0.07361, over 2474158.09 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06929, over 18256.66 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3104, pruned_loss=0.07974, over 2470050.07 frames. utt_duration=1215 frames, utt_pad_proportion=0.06908, over 8143.66 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.301, pruned_loss=0.07221, over 2474508.17 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06741, over 19189.60 utterances.], batch size: 91, lr: 4.63e-04
2022-08-24 11:53:44,746 INFO [train.py:927] (4/8) Epoch 7, batch 21700, giga_loss[loss=0.1859, simple_loss=0.2767, pruned_loss=0.04757, over 12436.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03212, over 80.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3054, pruned_loss=0.07363, over 2474621.44 frames. utt_duration=553 frames, utt_pad_proportion=0.06568, over 17948.48 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3108, pruned_loss=0.08017, over 2470428.80 frames. utt_duration=1202 frames, utt_pad_proportion=0.0721, over 8233.74 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.303, pruned_loss=0.07191, over 2474670.90 frames. utt_duration=524.6 frames, utt_pad_proportion=0.0629, over 18921.48 utterances.], batch size: 80, lr: 4.63e-04
2022-08-24 11:55:26,559 INFO [train.py:927] (4/8) Epoch 7, batch 21750, giga_loss[loss=0.2228, simple_loss=0.2982, pruned_loss=0.07363, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02647, over 45.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.304, pruned_loss=0.07129, over 2474183.83 frames. utt_duration=572.9 frames, utt_pad_proportion=0.05955, over 17321.52 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3113, pruned_loss=0.08051, over 2470400.75 frames. utt_duration=1204 frames, utt_pad_proportion=0.071, over 8217.20 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3016, pruned_loss=0.06949, over 2474321.01 frames. utt_duration=543 frames, utt_pad_proportion=0.05793, over 18276.64 utterances.], batch size: 45, lr: 4.63e-04
2022-08-24 11:57:10,631 INFO [train.py:927] (4/8) Epoch 7, batch 21800, giga_loss[loss=0.2219, simple_loss=0.3124, pruned_loss=0.06576, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3049, pruned_loss=0.0718, over 2474028.96 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06219, over 17856.25 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3107, pruned_loss=0.08017, over 2469815.24 frames. utt_duration=1210 frames, utt_pad_proportion=0.06976, over 8177.24 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3034, pruned_loss=0.07045, over 2474716.07 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06122, over 18854.66 utterances.], batch size: 70, lr: 4.63e-04
2022-08-24 11:58:55,431 INFO [train.py:927] (4/8) Epoch 7, batch 21850, giga_loss[loss=0.2505, simple_loss=0.3295, pruned_loss=0.08573, over 12457.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03038, over 80.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3086, pruned_loss=0.07365, over 2474013.20 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06208, over 17528.92 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3115, pruned_loss=0.08059, over 2469989.12 frames. utt_duration=1198 frames, utt_pad_proportion=0.07444, over 8256.60 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3065, pruned_loss=0.07199, over 2474497.72 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05907, over 18464.32 utterances.], batch size: 80, lr: 4.63e-04
2022-08-24 12:00:45,041 INFO [train.py:927] (4/8) Epoch 7, batch 21900, giga_loss[loss=0.2625, simple_loss=0.3425, pruned_loss=0.09126, over 12389.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07387, over 212.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3106, pruned_loss=0.0756, over 2474227.25 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06569, over 18254.28 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3114, pruned_loss=0.08052, over 2469719.12 frames. utt_duration=1199 frames, utt_pad_proportion=0.07381, over 8247.30 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.309, pruned_loss=0.07421, over 2474957.74 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06334, over 19223.73 utterances.], batch size: 212, lr: 4.63e-04
2022-08-24 12:02:26,009 INFO [train.py:927] (4/8) Epoch 7, batch 21950, giga_loss[loss=0.2085, simple_loss=0.3065, pruned_loss=0.05529, over 12391.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02667, over 70.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.31, pruned_loss=0.0752, over 2473842.97 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06336, over 17475.17 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3109, pruned_loss=0.08023, over 2469575.02 frames. utt_duration=1196 frames, utt_pad_proportion=0.07584, over 8269.73 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3091, pruned_loss=0.07415, over 2474733.74 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06044, over 18584.63 utterances.], batch size: 70, lr: 4.63e-04
2022-08-24 12:04:11,018 INFO [train.py:927] (4/8) Epoch 7, batch 22000, giga_loss[loss=0.224, simple_loss=0.3053, pruned_loss=0.07133, over 12428.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04219, over 146.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3109, pruned_loss=0.07473, over 2474443.17 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06329, over 17170.44 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.311, pruned_loss=0.08037, over 2469473.53 frames. utt_duration=1193 frames, utt_pad_proportion=0.07601, over 8288.92 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3101, pruned_loss=0.07374, over 2475269.72 frames. utt_duration=548.4 frames, utt_pad_proportion=0.0608, over 18103.73 utterances.], batch size: 146, lr: 4.63e-04
2022-08-24 12:05:54,210 INFO [train.py:927] (4/8) Epoch 7, batch 22050, giga_loss[loss=0.2335, simple_loss=0.3103, pruned_loss=0.07829, over 12325.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03488, over 51.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3105, pruned_loss=0.07446, over 2474758.06 frames. utt_duration=604.1 frames, utt_pad_proportion=0.06049, over 16428.21 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3108, pruned_loss=0.08029, over 2469555.57 frames. utt_duration=1193 frames, utt_pad_proportion=0.07525, over 8292.21 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.31, pruned_loss=0.07353, over 2475540.81 frames. utt_duration=567.7 frames, utt_pad_proportion=0.05864, over 17488.95 utterances.], batch size: 51, lr: 4.63e-04
2022-08-24 12:07:40,111 INFO [train.py:927] (4/8) Epoch 7, batch 22100, giga_loss[loss=0.2275, simple_loss=0.3032, pruned_loss=0.07595, over 12273.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02742, over 54.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3083, pruned_loss=0.07385, over 2475043.87 frames. utt_duration=609 frames, utt_pad_proportion=0.06106, over 16296.93 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3104, pruned_loss=0.0801, over 2469781.94 frames. utt_duration=1197 frames, utt_pad_proportion=0.07416, over 8264.51 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3083, pruned_loss=0.07316, over 2475555.64 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05992, over 17321.12 utterances.], batch size: 54, lr: 4.63e-04
2022-08-24 12:09:20,668 INFO [train.py:927] (4/8) Epoch 7, batch 22150, giga_loss[loss=0.2321, simple_loss=0.3164, pruned_loss=0.07388, over 12402.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.0287, over 58.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3082, pruned_loss=0.07411, over 2474236.08 frames. utt_duration=639.5 frames, utt_pad_proportion=0.05887, over 15512.37 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3102, pruned_loss=0.07998, over 2469733.49 frames. utt_duration=1195 frames, utt_pad_proportion=0.07562, over 8276.07 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3082, pruned_loss=0.07333, over 2474925.66 frames. utt_duration=593.7 frames, utt_pad_proportion=0.05686, over 16716.33 utterances.], batch size: 58, lr: 4.63e-04
2022-08-24 12:11:04,481 INFO [train.py:927] (4/8) Epoch 7, batch 22200, giga_loss[loss=0.2467, simple_loss=0.3261, pruned_loss=0.08365, over 12367.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03069, over 62.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3093, pruned_loss=0.0745, over 2473411.52 frames. utt_duration=640.5 frames, utt_pad_proportion=0.05621, over 15483.99 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3099, pruned_loss=0.07987, over 2469965.51 frames. utt_duration=1194 frames, utt_pad_proportion=0.07555, over 8282.08 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3096, pruned_loss=0.0739, over 2473797.81 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05464, over 16527.30 utterances.], batch size: 62, lr: 4.62e-04
2022-08-24 12:12:45,503 INFO [train.py:927] (4/8) Epoch 7, batch 22250, giga_loss[loss=0.2665, simple_loss=0.3374, pruned_loss=0.09783, over 12439.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03, over 80.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3096, pruned_loss=0.07455, over 2472922.10 frames. utt_duration=646.9 frames, utt_pad_proportion=0.0526, over 15325.64 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.31, pruned_loss=0.07985, over 2469775.47 frames. utt_duration=1198 frames, utt_pad_proportion=0.07443, over 8255.16 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3097, pruned_loss=0.07396, over 2473468.28 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05184, over 16342.09 utterances.], batch size: 80, lr: 4.62e-04
2022-08-24 12:14:30,172 INFO [train.py:927] (4/8) Epoch 7, batch 22300, giga_loss[loss=0.1954, simple_loss=0.272, pruned_loss=0.05941, over 12270.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03546, over 28.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.307, pruned_loss=0.07304, over 2472821.87 frames. utt_duration=655 frames, utt_pad_proportion=0.04959, over 15135.34 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.31, pruned_loss=0.07968, over 2469806.32 frames. utt_duration=1202 frames, utt_pad_proportion=0.07364, over 8231.43 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3071, pruned_loss=0.07266, over 2473270.06 frames. utt_duration=617.5 frames, utt_pad_proportion=0.04937, over 16059.95 utterances.], batch size: 28, lr: 4.62e-04
2022-08-24 12:16:11,196 INFO [train.py:927] (4/8) Epoch 7, batch 22350, giga_loss[loss=0.2151, simple_loss=0.2994, pruned_loss=0.0654, over 12338.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0305, over 48.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.305, pruned_loss=0.07227, over 2471752.18 frames. utt_duration=672.2 frames, utt_pad_proportion=0.04745, over 14741.98 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3103, pruned_loss=0.07993, over 2469452.39 frames. utt_duration=1208 frames, utt_pad_proportion=0.07203, over 8184.05 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3047, pruned_loss=0.07155, over 2472489.06 frames. utt_duration=631.1 frames, utt_pad_proportion=0.04787, over 15708.72 utterances.], batch size: 48, lr: 4.62e-04
2022-08-24 12:17:53,558 INFO [train.py:927] (4/8) Epoch 7, batch 22400, giga_loss[loss=0.2021, simple_loss=0.2744, pruned_loss=0.06487, over 12439.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.0414, over 31.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3019, pruned_loss=0.07167, over 2471386.67 frames. utt_duration=656.2 frames, utt_pad_proportion=0.05356, over 15100.23 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3099, pruned_loss=0.08, over 2469242.34 frames. utt_duration=1215 frames, utt_pad_proportion=0.07074, over 8141.83 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.302, pruned_loss=0.07088, over 2472228.25 frames. utt_duration=617.1 frames, utt_pad_proportion=0.05396, over 16063.79 utterances.], batch size: 31, lr: 4.62e-04
2022-08-24 12:19:37,630 INFO [train.py:927] (4/8) Epoch 7, batch 22450, giga_loss[loss=0.221, simple_loss=0.2983, pruned_loss=0.07183, over 12369.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03846, over 113.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.2995, pruned_loss=0.07135, over 2471696.52 frames. utt_duration=645.1 frames, utt_pad_proportion=0.05563, over 15362.48 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3098, pruned_loss=0.0801, over 2469362.67 frames. utt_duration=1217 frames, utt_pad_proportion=0.06976, over 8128.92 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.2993, pruned_loss=0.07031, over 2472344.64 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05601, over 16408.37 utterances.], batch size: 113, lr: 4.62e-04
2022-08-24 12:21:17,600 INFO [train.py:927] (4/8) Epoch 7, batch 22500, giga_loss[loss=0.1919, simple_loss=0.2787, pruned_loss=0.0525, over 12361.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02785, over 66.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2973, pruned_loss=0.07031, over 2472190.72 frames. utt_duration=628.5 frames, utt_pad_proportion=0.0582, over 15770.61 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3097, pruned_loss=0.08005, over 2469399.11 frames. utt_duration=1211 frames, utt_pad_proportion=0.07239, over 8169.57 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2969, pruned_loss=0.0693, over 2472728.43 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05715, over 16768.83 utterances.], batch size: 66, lr: 4.62e-04
2022-08-24 12:22:59,695 INFO [train.py:927] (4/8) Epoch 7, batch 22550, giga_loss[loss=0.2121, simple_loss=0.2832, pruned_loss=0.07051, over 12262.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02969, over 45.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.2979, pruned_loss=0.07015, over 2471451.05 frames. utt_duration=603.1 frames, utt_pad_proportion=0.06257, over 16431.30 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3098, pruned_loss=0.08018, over 2469328.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.07112, over 8144.70 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2972, pruned_loss=0.06898, over 2471991.30 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06205, over 17447.54 utterances.], batch size: 45, lr: 4.62e-04
2022-08-24 12:24:42,117 INFO [train.py:927] (4/8) Epoch 7, batch 22600, giga_loss[loss=0.2426, simple_loss=0.3248, pruned_loss=0.08016, over 12429.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06118, over 183.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3, pruned_loss=0.07031, over 2472414.16 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06056, over 17254.69 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3098, pruned_loss=0.0801, over 2469588.86 frames. utt_duration=1217 frames, utt_pad_proportion=0.07029, over 8128.60 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.2993, pruned_loss=0.06932, over 2472644.99 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06055, over 18190.30 utterances.], batch size: 183, lr: 4.62e-04
2022-08-24 12:26:23,195 INFO [train.py:927] (4/8) Epoch 7, batch 22650, giga_loss[loss=0.2355, simple_loss=0.317, pruned_loss=0.07695, over 12393.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05123, over 161.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2993, pruned_loss=0.06887, over 2473085.28 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06405, over 18052.10 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3097, pruned_loss=0.07999, over 2469174.45 frames. utt_duration=1222 frames, utt_pad_proportion=0.06871, over 8090.20 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2985, pruned_loss=0.06789, over 2473753.78 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06448, over 19110.10 utterances.], batch size: 161, lr: 4.62e-04
2022-08-24 12:28:07,725 INFO [train.py:927] (4/8) Epoch 7, batch 22700, giga_loss[loss=0.2795, simple_loss=0.3396, pruned_loss=0.1097, over 12277.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02755, over 42.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.299, pruned_loss=0.0688, over 2472644.82 frames. utt_duration=564 frames, utt_pad_proportion=0.06174, over 17584.31 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3093, pruned_loss=0.07988, over 2469068.98 frames. utt_duration=1222 frames, utt_pad_proportion=0.06822, over 8089.47 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2985, pruned_loss=0.06781, over 2473395.71 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06235, over 18701.29 utterances.], batch size: 42, lr: 4.62e-04
2022-08-24 12:29:49,886 INFO [train.py:927] (4/8) Epoch 7, batch 22750, giga_loss[loss=0.2253, simple_loss=0.313, pruned_loss=0.06882, over 12387.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03391, over 122.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3007, pruned_loss=0.06971, over 2472435.85 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06201, over 17259.01 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3095, pruned_loss=0.08002, over 2469060.35 frames. utt_duration=1213 frames, utt_pad_proportion=0.07125, over 8150.44 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3, pruned_loss=0.0686, over 2473101.73 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06119, over 18256.43 utterances.], batch size: 122, lr: 4.62e-04
2022-08-24 12:31:31,207 INFO [train.py:927] (4/8) Epoch 7, batch 22800, giga_loss[loss=0.2428, simple_loss=0.3246, pruned_loss=0.08046, over 12389.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.02668, over 66.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3045, pruned_loss=0.07068, over 2472651.12 frames. utt_duration=580.6 frames, utt_pad_proportion=0.06159, over 17079.40 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3111, pruned_loss=0.08007, over 2469284.35 frames. utt_duration=1216 frames, utt_pad_proportion=0.06967, over 8135.14 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3023, pruned_loss=0.06948, over 2473054.61 frames. utt_duration=547 frames, utt_pad_proportion=0.0615, over 18134.14 utterances.], batch size: 66, lr: 4.62e-04
2022-08-24 12:33:14,940 INFO [train.py:927] (4/8) Epoch 7, batch 22850, giga_loss[loss=0.2395, simple_loss=0.3158, pruned_loss=0.0816, over 12363.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3048, pruned_loss=0.07083, over 2472836.36 frames. utt_duration=596.2 frames, utt_pad_proportion=0.05883, over 16633.77 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3107, pruned_loss=0.07978, over 2469066.03 frames. utt_duration=1221 frames, utt_pad_proportion=0.06897, over 8096.67 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3034, pruned_loss=0.06999, over 2473419.38 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05913, over 17659.04 utterances.], batch size: 62, lr: 4.62e-04
2022-08-24 12:34:57,100 INFO [train.py:927] (4/8) Epoch 7, batch 22900, giga_loss[loss=0.1883, simple_loss=0.2825, pruned_loss=0.04705, over 12331.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03131, over 51.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3042, pruned_loss=0.07043, over 2472783.90 frames. utt_duration=613.5 frames, utt_pad_proportion=0.05423, over 16162.53 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3105, pruned_loss=0.07975, over 2469266.94 frames. utt_duration=1228 frames, utt_pad_proportion=0.06708, over 8055.95 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3029, pruned_loss=0.06947, over 2473178.31 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05538, over 17286.24 utterances.], batch size: 51, lr: 4.62e-04
2022-08-24 12:36:37,878 INFO [train.py:927] (4/8) Epoch 7, batch 22950, giga_loss[loss=0.1905, simple_loss=0.2722, pruned_loss=0.05437, over 12377.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02529, over 48.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3009, pruned_loss=0.06885, over 2474005.03 frames. utt_duration=616 frames, utt_pad_proportion=0.05347, over 16103.69 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3103, pruned_loss=0.0797, over 2469213.60 frames. utt_duration=1229 frames, utt_pad_proportion=0.06688, over 8043.67 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3, pruned_loss=0.06811, over 2474371.66 frames. utt_duration=582.8 frames, utt_pad_proportion=0.0545, over 17026.78 utterances.], batch size: 48, lr: 4.62e-04
2022-08-24 12:38:20,872 INFO [train.py:927] (4/8) Epoch 7, batch 23000, libri_loss[loss=0.2012, simple_loss=0.2715, pruned_loss=0.06546, over 12199.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.03375, over 27.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3013, pruned_loss=0.06866, over 2473504.75 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05526, over 16651.98 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3105, pruned_loss=0.08001, over 2469081.48 frames. utt_duration=1220 frames, utt_pad_proportion=0.07011, over 8104.07 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3002, pruned_loss=0.06744, over 2474060.64 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05439, over 17604.07 utterances.], batch size: 27, lr: 4.61e-04
2022-08-24 12:40:03,201 INFO [train.py:927] (4/8) Epoch 7, batch 23050, giga_loss[loss=0.2051, simple_loss=0.2748, pruned_loss=0.06771, over 12263.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03185, over 28.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3013, pruned_loss=0.06828, over 2473576.59 frames. utt_duration=613.3 frames, utt_pad_proportion=0.05163, over 16172.18 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3103, pruned_loss=0.07979, over 2468982.46 frames. utt_duration=1221 frames, utt_pad_proportion=0.06919, over 8100.17 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3003, pruned_loss=0.06717, over 2474236.63 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05127, over 17160.85 utterances.], batch size: 28, lr: 4.61e-04
2022-08-24 12:41:43,447 INFO [train.py:927] (4/8) Epoch 7, batch 23100, giga_loss[loss=0.2375, simple_loss=0.3095, pruned_loss=0.08276, over 12346.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03039, over 70.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3003, pruned_loss=0.06894, over 2474164.09 frames. utt_duration=601.2 frames, utt_pad_proportion=0.05105, over 16503.19 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3099, pruned_loss=0.07953, over 2469064.35 frames. utt_duration=1226 frames, utt_pad_proportion=0.06802, over 8062.97 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2996, pruned_loss=0.06804, over 2474727.49 frames. utt_duration=566.4 frames, utt_pad_proportion=0.05115, over 17522.07 utterances.], batch size: 70, lr: 4.61e-04
2022-08-24 12:43:20,714 INFO [train.py:927] (4/8) Epoch 7, batch 23150, giga_loss[loss=0.2132, simple_loss=0.2897, pruned_loss=0.06835, over 12377.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0275, over 91.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2988, pruned_loss=0.0695, over 2474456.33 frames. utt_duration=595.9 frames, utt_pad_proportion=0.05114, over 16650.56 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.31, pruned_loss=0.07963, over 2468846.05 frames. utt_duration=1220 frames, utt_pad_proportion=0.07073, over 8105.08 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2979, pruned_loss=0.06839, over 2475246.05 frames. utt_duration=561.3 frames, utt_pad_proportion=0.04989, over 17687.56 utterances.], batch size: 91, lr: 4.61e-04
2022-08-24 12:45:04,784 INFO [train.py:927] (4/8) Epoch 7, batch 23200, giga_loss[loss=0.1784, simple_loss=0.2718, pruned_loss=0.04252, over 12379.00 frames. utt_duration=800 frames, utt_pad_proportion=0.0315, over 62.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2955, pruned_loss=0.06809, over 2473876.42 frames. utt_duration=591.6 frames, utt_pad_proportion=0.0514, over 16768.95 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.31, pruned_loss=0.07963, over 2468846.05 frames. utt_duration=1220 frames, utt_pad_proportion=0.07073, over 8105.08 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2948, pruned_loss=0.06723, over 2474491.07 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05042, over 17576.06 utterances.], batch size: 62, lr: 4.61e-04
2022-08-24 12:46:46,032 INFO [train.py:927] (4/8) Epoch 7, batch 23250, giga_loss[loss=0.187, simple_loss=0.2722, pruned_loss=0.05092, over 12325.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.03258, over 58.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.292, pruned_loss=0.06641, over 2473129.18 frames. utt_duration=603.4 frames, utt_pad_proportion=0.05144, over 16435.21 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3101, pruned_loss=0.0796, over 2468802.71 frames. utt_duration=1225 frames, utt_pad_proportion=0.06889, over 8069.96 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2907, pruned_loss=0.0653, over 2473798.43 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05122, over 17400.48 utterances.], batch size: 58, lr: 4.61e-04
2022-08-24 12:48:24,536 INFO [train.py:927] (4/8) Epoch 7, batch 23300, giga_loss[loss=0.2264, simple_loss=0.305, pruned_loss=0.07387, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03815, over 113.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2924, pruned_loss=0.06652, over 2473668.78 frames. utt_duration=610.3 frames, utt_pad_proportion=0.04945, over 16252.13 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3104, pruned_loss=0.07967, over 2468768.31 frames. utt_duration=1229 frames, utt_pad_proportion=0.06787, over 8044.72 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2907, pruned_loss=0.06534, over 2474303.82 frames. utt_duration=577.3 frames, utt_pad_proportion=0.04966, over 17187.89 utterances.], batch size: 113, lr: 4.61e-04
2022-08-24 12:50:05,554 INFO [train.py:927] (4/8) Epoch 7, batch 23350, giga_loss[loss=0.209, simple_loss=0.3021, pruned_loss=0.05797, over 12371.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05472, over 181.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2958, pruned_loss=0.06817, over 2473505.05 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05127, over 17005.27 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3105, pruned_loss=0.07985, over 2468556.73 frames. utt_duration=1234 frames, utt_pad_proportion=0.06659, over 8010.93 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2941, pruned_loss=0.06678, over 2474337.63 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05174, over 17985.35 utterances.], batch size: 181, lr: 4.61e-04
2022-08-24 12:51:46,906 INFO [train.py:927] (4/8) Epoch 7, batch 23400, giga_loss[loss=0.2061, simple_loss=0.2908, pruned_loss=0.06068, over 12468.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03702, over 37.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2987, pruned_loss=0.06931, over 2473148.22 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05061, over 17054.71 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3106, pruned_loss=0.08003, over 2468586.18 frames. utt_duration=1232 frames, utt_pad_proportion=0.06675, over 8027.85 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2971, pruned_loss=0.06798, over 2473818.84 frames. utt_duration=554.7 frames, utt_pad_proportion=0.05086, over 17888.36 utterances.], batch size: 37, lr: 4.61e-04
2022-08-24 12:53:33,059 INFO [train.py:927] (4/8) Epoch 7, batch 23450, giga_loss[loss=0.2742, simple_loss=0.3546, pruned_loss=0.0969, over 12428.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04173, over 146.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3034, pruned_loss=0.07323, over 2474096.45 frames. utt_duration=568.5 frames, utt_pad_proportion=0.0578, over 17453.46 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3106, pruned_loss=0.08013, over 2468656.14 frames. utt_duration=1218 frames, utt_pad_proportion=0.07064, over 8116.02 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.302, pruned_loss=0.07191, over 2474654.36 frames. utt_duration=545.6 frames, utt_pad_proportion=0.05596, over 18193.93 utterances.], batch size: 146, lr: 4.61e-04
2022-08-24 12:55:16,928 INFO [train.py:927] (4/8) Epoch 7, batch 23500, giga_loss[loss=0.2597, simple_loss=0.3344, pruned_loss=0.09248, over 12351.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.0293, over 91.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3106, pruned_loss=0.07802, over 2473804.18 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06336, over 18459.76 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3104, pruned_loss=0.08003, over 2468795.86 frames. utt_duration=1220 frames, utt_pad_proportion=0.07042, over 8104.44 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3096, pruned_loss=0.07705, over 2474150.58 frames. utt_duration=520 frames, utt_pad_proportion=0.06187, over 19085.48 utterances.], batch size: 91, lr: 4.61e-04
2022-08-24 12:57:01,861 INFO [train.py:927] (4/8) Epoch 7, batch 23550, giga_loss[loss=0.2433, simple_loss=0.3334, pruned_loss=0.07661, over 12300.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.04571, over 26.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3187, pruned_loss=0.08407, over 2473969.36 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06411, over 18700.12 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3105, pruned_loss=0.07995, over 2468836.69 frames. utt_duration=1225 frames, utt_pad_proportion=0.0692, over 8071.13 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3179, pruned_loss=0.08342, over 2474320.54 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06333, over 19475.50 utterances.], batch size: 26, lr: 4.61e-04
2022-08-24 12:58:47,590 INFO [train.py:927] (4/8) Epoch 7, batch 23600, giga_loss[loss=0.2952, simple_loss=0.3592, pruned_loss=0.1156, over 12452.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03479, over 98.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.323, pruned_loss=0.08763, over 2474143.88 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06566, over 18789.66 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3105, pruned_loss=0.07998, over 2468910.72 frames. utt_duration=1216 frames, utt_pad_proportion=0.07224, over 8129.16 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3226, pruned_loss=0.08719, over 2474468.73 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06371, over 19583.47 utterances.], batch size: 98, lr: 4.61e-04
2022-08-24 13:00:34,243 INFO [train.py:927] (4/8) Epoch 7, batch 23650, libri_loss[loss=0.2249, simple_loss=0.2953, pruned_loss=0.07729, over 12133.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005873, over 32.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3273, pruned_loss=0.09206, over 2474336.09 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06442, over 19413.89 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3101, pruned_loss=0.0798, over 2468638.98 frames. utt_duration=1222 frames, utt_pad_proportion=0.07077, over 8092.73 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3279, pruned_loss=0.0922, over 2475011.53 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06347, over 20409.95 utterances.], batch size: 32, lr: 4.61e-04
2022-08-24 13:02:20,730 INFO [train.py:927] (4/8) Epoch 7, batch 23700, giga_loss[loss=0.2819, simple_loss=0.3528, pruned_loss=0.1055, over 12390.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03436, over 122.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3354, pruned_loss=0.09918, over 2474605.01 frames. utt_duration=465.2 frames, utt_pad_proportion=0.06985, over 21346.97 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3105, pruned_loss=0.0801, over 2468312.55 frames. utt_duration=1212 frames, utt_pad_proportion=0.0744, over 8154.03 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3358, pruned_loss=0.09924, over 2475505.61 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06776, over 22245.88 utterances.], batch size: 122, lr: 4.61e-04
2022-08-24 13:04:04,714 INFO [train.py:927] (4/8) Epoch 7, batch 23750, giga_loss[loss=0.2504, simple_loss=0.3209, pruned_loss=0.08998, over 12438.00 frames. utt_duration=906 frames, utt_pad_proportion=0.03209, over 55.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3347, pruned_loss=0.09922, over 2475573.23 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07599, over 21886.33 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3107, pruned_loss=0.08028, over 2468499.53 frames. utt_duration=1197 frames, utt_pad_proportion=0.07859, over 8256.60 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3352, pruned_loss=0.09936, over 2476214.17 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07263, over 22676.58 utterances.], batch size: 55, lr: 4.61e-04
2022-08-24 13:05:50,596 INFO [train.py:927] (4/8) Epoch 7, batch 23800, giga_loss[loss=0.2442, simple_loss=0.3172, pruned_loss=0.0856, over 12391.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04637, over 31.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3348, pruned_loss=0.09812, over 2475898.42 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07906, over 22320.07 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3106, pruned_loss=0.08001, over 2468352.26 frames. utt_duration=1199 frames, utt_pad_proportion=0.07802, over 8245.09 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3354, pruned_loss=0.09862, over 2476587.21 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07653, over 23066.49 utterances.], batch size: 31, lr: 4.60e-04
2022-08-24 13:07:32,216 INFO [train.py:927] (4/8) Epoch 7, batch 23850, giga_loss[loss=0.2563, simple_loss=0.3391, pruned_loss=0.0868, over 12384.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03032, over 97.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3338, pruned_loss=0.09766, over 2475219.35 frames. utt_duration=442 frames, utt_pad_proportion=0.07965, over 22477.49 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3096, pruned_loss=0.07951, over 2468544.18 frames. utt_duration=1210 frames, utt_pad_proportion=0.07509, over 8169.38 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3365, pruned_loss=0.09948, over 2475938.27 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07852, over 23870.89 utterances.], batch size: 97, lr: 4.60e-04
2022-08-24 13:09:26,566 INFO [train.py:927] (4/8) Epoch 7, batch 23900, libri_loss[loss=0.1917, simple_loss=0.2662, pruned_loss=0.05862, over 12171.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.009654, over 30.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3323, pruned_loss=0.09534, over 2474094.25 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07925, over 22453.46 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.309, pruned_loss=0.07921, over 2468208.35 frames. utt_duration=1213 frames, utt_pad_proportion=0.07437, over 8148.97 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3355, pruned_loss=0.0974, over 2475119.56 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07865, over 23869.37 utterances.], batch size: 30, lr: 4.60e-04
2022-08-24 13:11:10,984 INFO [train.py:927] (4/8) Epoch 7, batch 23950, giga_loss[loss=0.2079, simple_loss=0.2973, pruned_loss=0.05919, over 12336.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03114, over 70.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3306, pruned_loss=0.09333, over 2473895.17 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08175, over 22882.42 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3093, pruned_loss=0.07927, over 2468333.39 frames. utt_duration=1207 frames, utt_pad_proportion=0.07428, over 8190.94 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3333, pruned_loss=0.09527, over 2474730.94 frames. utt_duration=408.8 frames, utt_pad_proportion=0.08121, over 24300.91 utterances.], batch size: 70, lr: 4.60e-04
2022-08-24 13:12:55,490 INFO [train.py:927] (4/8) Epoch 7, batch 24000, giga_loss[loss=0.2433, simple_loss=0.3191, pruned_loss=0.0838, over 12461.00 frames. utt_duration=581 frames, utt_pad_proportion=0.0333, over 86.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3289, pruned_loss=0.09166, over 2475031.78 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07608, over 22490.19 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.309, pruned_loss=0.07897, over 2468361.01 frames. utt_duration=1211 frames, utt_pad_proportion=0.07347, over 8166.20 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3316, pruned_loss=0.09364, over 2475741.78 frames. utt_duration=417.1 frames, utt_pad_proportion=0.0762, over 23826.51 utterances.], batch size: 86, lr: 4.60e-04
2022-08-24 13:12:55,492 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 13:13:10,166 INFO [train.py:967] (4/8) Epoch 7, validation: loss=0.1999, simple_loss=0.3265, pruned_loss=0.03663, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 13:15:02,310 INFO [train.py:927] (4/8) Epoch 7, batch 24050, giga_loss[loss=0.2772, simple_loss=0.3513, pruned_loss=0.1016, over 12477.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3267, pruned_loss=0.08986, over 2474846.99 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07077, over 21570.21 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3086, pruned_loss=0.07858, over 2467871.55 frames. utt_duration=1217 frames, utt_pad_proportion=0.07218, over 8120.47 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3297, pruned_loss=0.09203, over 2476004.91 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07157, over 22980.77 utterances.], batch size: 55, lr: 4.60e-04
2022-08-24 13:16:52,017 INFO [train.py:927] (4/8) Epoch 7, batch 24100, giga_loss[loss=0.2576, simple_loss=0.3437, pruned_loss=0.08578, over 12425.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03338, over 75.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3276, pruned_loss=0.08823, over 2474493.57 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07064, over 21603.59 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3085, pruned_loss=0.07848, over 2467592.48 frames. utt_duration=1220 frames, utt_pad_proportion=0.07135, over 8100.75 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3303, pruned_loss=0.09016, over 2475717.88 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07152, over 22898.70 utterances.], batch size: 75, lr: 4.60e-04
2022-08-24 13:18:38,239 INFO [train.py:927] (4/8) Epoch 7, batch 24150, giga_loss[loss=0.2399, simple_loss=0.315, pruned_loss=0.08238, over 12438.00 frames. utt_duration=579.9 frames, utt_pad_proportion=0.03504, over 86.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3267, pruned_loss=0.08751, over 2475139.70 frames. utt_duration=475.6 frames, utt_pad_proportion=0.0677, over 20879.55 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3082, pruned_loss=0.07839, over 2467749.12 frames. utt_duration=1225 frames, utt_pad_proportion=0.07011, over 8064.55 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3295, pruned_loss=0.08936, over 2476143.98 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06896, over 22237.28 utterances.], batch size: 86, lr: 4.60e-04
2022-08-24 13:20:22,426 INFO [train.py:927] (4/8) Epoch 7, batch 24200, giga_loss[loss=0.2698, simple_loss=0.3378, pruned_loss=0.1009, over 12369.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04147, over 113.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3252, pruned_loss=0.08705, over 2474861.39 frames. utt_duration=493 frames, utt_pad_proportion=0.06519, over 20138.72 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.308, pruned_loss=0.07825, over 2467739.61 frames. utt_duration=1227 frames, utt_pad_proportion=0.06878, over 8053.72 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3281, pruned_loss=0.08889, over 2475893.83 frames. utt_duration=460.7 frames, utt_pad_proportion=0.06678, over 21563.34 utterances.], batch size: 113, lr: 4.60e-04
2022-08-24 13:22:08,155 INFO [train.py:927] (4/8) Epoch 7, batch 24250, giga_loss[loss=0.2162, simple_loss=0.3116, pruned_loss=0.06045, over 12411.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04595, over 31.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3223, pruned_loss=0.08521, over 2475413.20 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06306, over 19117.70 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3075, pruned_loss=0.0778, over 2467863.34 frames. utt_duration=1231 frames, utt_pad_proportion=0.06747, over 8028.48 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3256, pruned_loss=0.08732, over 2476323.73 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06494, over 20592.22 utterances.], batch size: 31, lr: 4.60e-04
2022-08-24 13:23:57,031 INFO [train.py:927] (4/8) Epoch 7, batch 24300, giga_loss[loss=0.2588, simple_loss=0.3371, pruned_loss=0.09026, over 12334.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03077, over 70.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3231, pruned_loss=0.0849, over 2475673.56 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06095, over 19047.14 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3082, pruned_loss=0.07817, over 2468165.16 frames. utt_duration=1226 frames, utt_pad_proportion=0.06762, over 8063.93 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3252, pruned_loss=0.08631, over 2476223.22 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06247, over 20325.93 utterances.], batch size: 70, lr: 4.60e-04
2022-08-24 13:25:43,831 INFO [train.py:927] (4/8) Epoch 7, batch 24350, giga_loss[loss=0.2223, simple_loss=0.2936, pruned_loss=0.07548, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05061, over 34.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3218, pruned_loss=0.08454, over 2475415.86 frames. utt_duration=524 frames, utt_pad_proportion=0.06293, over 18949.81 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3076, pruned_loss=0.07775, over 2468655.01 frames. utt_duration=1231 frames, utt_pad_proportion=0.06544, over 8031.82 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3248, pruned_loss=0.08637, over 2475757.58 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06472, over 20508.36 utterances.], batch size: 34, lr: 4.60e-04
2022-08-24 13:27:27,792 INFO [train.py:927] (4/8) Epoch 7, batch 24400, giga_loss[loss=0.3593, simple_loss=0.3894, pruned_loss=0.1646, over 12417.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06863, over 212.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3203, pruned_loss=0.08477, over 2475071.26 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06457, over 19096.30 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3071, pruned_loss=0.07755, over 2468464.08 frames. utt_duration=1236 frames, utt_pad_proportion=0.06403, over 7995.20 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3234, pruned_loss=0.08662, over 2475712.13 frames. utt_duration=480.3 frames, utt_pad_proportion=0.06637, over 20679.57 utterances.], batch size: 212, lr: 4.60e-04
2022-08-24 13:29:14,800 INFO [train.py:927] (4/8) Epoch 7, batch 24450, giga_loss[loss=0.2173, simple_loss=0.2869, pruned_loss=0.07389, over 12220.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04029, over 28.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3188, pruned_loss=0.08455, over 2475006.60 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06882, over 19176.44 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3074, pruned_loss=0.07763, over 2468651.09 frames. utt_duration=1239 frames, utt_pad_proportion=0.06329, over 7982.26 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3213, pruned_loss=0.08608, over 2475473.19 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07024, over 20651.23 utterances.], batch size: 28, lr: 4.60e-04
2022-08-24 13:31:01,716 INFO [train.py:927] (4/8) Epoch 7, batch 24500, giga_loss[loss=0.2621, simple_loss=0.3401, pruned_loss=0.09208, over 12307.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.03286, over 48.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3181, pruned_loss=0.08481, over 2474873.38 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06838, over 19024.95 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3074, pruned_loss=0.07756, over 2468525.84 frames. utt_duration=1245 frames, utt_pad_proportion=0.06163, over 7942.47 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3205, pruned_loss=0.08632, over 2475591.76 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07026, over 20614.46 utterances.], batch size: 48, lr: 4.60e-04
2022-08-24 13:32:44,129 INFO [train.py:927] (4/8) Epoch 7, batch 24550, giga_loss[loss=0.2497, simple_loss=0.331, pruned_loss=0.0842, over 12250.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02887, over 54.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3178, pruned_loss=0.0839, over 2475150.26 frames. utt_duration=519 frames, utt_pad_proportion=0.06688, over 19127.96 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3071, pruned_loss=0.0775, over 2468719.05 frames. utt_duration=1249 frames, utt_pad_proportion=0.0607, over 7917.86 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3202, pruned_loss=0.08527, over 2475651.75 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06888, over 20611.43 utterances.], batch size: 54, lr: 4.60e-04
2022-08-24 13:34:29,592 INFO [train.py:927] (4/8) Epoch 7, batch 24600, giga_loss[loss=0.2056, simple_loss=0.2829, pruned_loss=0.06411, over 12380.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04311, over 37.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3183, pruned_loss=0.08343, over 2474667.35 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06978, over 19260.14 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3073, pruned_loss=0.07759, over 2468775.19 frames. utt_duration=1250 frames, utt_pad_proportion=0.06021, over 7912.69 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.32, pruned_loss=0.08448, over 2475051.71 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07138, over 20530.41 utterances.], batch size: 37, lr: 4.59e-04
2022-08-24 13:36:14,475 INFO [train.py:927] (4/8) Epoch 7, batch 24650, giga_loss[loss=0.2422, simple_loss=0.3255, pruned_loss=0.07946, over 12432.00 frames. utt_duration=858.5 frames, utt_pad_proportion=0.02662, over 58.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3183, pruned_loss=0.08334, over 2474561.78 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06734, over 18643.11 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.307, pruned_loss=0.07724, over 2468990.73 frames. utt_duration=1257 frames, utt_pad_proportion=0.05872, over 7863.43 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3203, pruned_loss=0.0847, over 2474859.04 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06941, over 20060.72 utterances.], batch size: 58, lr: 4.59e-04
2022-08-24 13:37:58,955 INFO [train.py:927] (4/8) Epoch 7, batch 24700, giga_loss[loss=0.2228, simple_loss=0.2943, pruned_loss=0.07564, over 12125.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04415, over 33.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3197, pruned_loss=0.08564, over 2474279.69 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06774, over 19008.50 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3065, pruned_loss=0.07703, over 2468796.40 frames. utt_duration=1263 frames, utt_pad_proportion=0.05767, over 7827.23 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3221, pruned_loss=0.08707, over 2474805.68 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06977, over 20423.24 utterances.], batch size: 33, lr: 4.59e-04
2022-08-24 13:39:43,534 INFO [train.py:927] (4/8) Epoch 7, batch 24750, giga_loss[loss=0.2994, simple_loss=0.3592, pruned_loss=0.1198, over 12374.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3214, pruned_loss=0.08768, over 2474210.25 frames. utt_duration=485.7 frames, utt_pad_proportion=0.0755, over 20437.77 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3064, pruned_loss=0.07707, over 2468796.25 frames. utt_duration=1265 frames, utt_pad_proportion=0.05724, over 7814.99 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3234, pruned_loss=0.08886, over 2474676.24 frames. utt_duration=458.2 frames, utt_pad_proportion=0.0768, over 21672.83 utterances.], batch size: 258, lr: 4.59e-04
2022-08-24 13:41:27,884 INFO [train.py:927] (4/8) Epoch 7, batch 24800, giga_loss[loss=0.2277, simple_loss=0.3205, pruned_loss=0.06741, over 12385.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3215, pruned_loss=0.08686, over 2473646.42 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07705, over 20458.21 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3065, pruned_loss=0.07712, over 2468619.66 frames. utt_duration=1267 frames, utt_pad_proportion=0.05656, over 7801.85 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3233, pruned_loss=0.08789, over 2474236.25 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07833, over 21613.80 utterances.], batch size: 62, lr: 4.59e-04
2022-08-24 13:43:16,282 INFO [train.py:927] (4/8) Epoch 7, batch 24850, giga_loss[loss=0.2691, simple_loss=0.3324, pruned_loss=0.1029, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07553, over 212.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3209, pruned_loss=0.08635, over 2473776.23 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07485, over 20724.06 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3072, pruned_loss=0.07718, over 2468316.93 frames. utt_duration=1267 frames, utt_pad_proportion=0.05673, over 7801.77 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.322, pruned_loss=0.08729, over 2474642.85 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07606, over 21871.00 utterances.], batch size: 212, lr: 4.59e-04
2022-08-24 13:45:00,668 INFO [train.py:927] (4/8) Epoch 7, batch 24900, libri_loss[loss=0.1857, simple_loss=0.2668, pruned_loss=0.0523, over 12463.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.007597, over 29.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3194, pruned_loss=0.08556, over 2474201.53 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07344, over 20416.97 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3072, pruned_loss=0.07706, over 2468344.17 frames. utt_duration=1270 frames, utt_pad_proportion=0.05591, over 7781.79 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3205, pruned_loss=0.08659, over 2474960.10 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07484, over 21572.07 utterances.], batch size: 29, lr: 4.59e-04
2022-08-24 13:46:46,050 INFO [train.py:927] (4/8) Epoch 7, batch 24950, giga_loss[loss=0.2582, simple_loss=0.3458, pruned_loss=0.08535, over 12408.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06263, over 183.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.322, pruned_loss=0.08579, over 2473502.40 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06959, over 19706.32 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3074, pruned_loss=0.07734, over 2468327.82 frames. utt_duration=1273 frames, utt_pad_proportion=0.05458, over 7763.70 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3232, pruned_loss=0.0867, over 2474330.03 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07163, over 21092.61 utterances.], batch size: 183, lr: 4.59e-04
2022-08-24 13:48:31,474 INFO [train.py:927] (4/8) Epoch 7, batch 25000, giga_loss[loss=0.2669, simple_loss=0.3372, pruned_loss=0.09829, over 12380.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04185, over 133.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3242, pruned_loss=0.08596, over 2473900.20 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06709, over 19921.01 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3074, pruned_loss=0.07743, over 2468343.91 frames. utt_duration=1274 frames, utt_pad_proportion=0.05415, over 7760.05 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3252, pruned_loss=0.08667, over 2474586.49 frames. utt_duration=470.1 frames, utt_pad_proportion=0.06901, over 21119.30 utterances.], batch size: 133, lr: 4.59e-04
2022-08-24 13:50:14,598 INFO [train.py:927] (4/8) Epoch 7, batch 25050, giga_loss[loss=0.2404, simple_loss=0.3235, pruned_loss=0.07866, over 12341.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03148, over 85.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.325, pruned_loss=0.08715, over 2474257.75 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07136, over 19762.51 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3076, pruned_loss=0.07755, over 2468711.43 frames. utt_duration=1260 frames, utt_pad_proportion=0.05784, over 7847.27 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3263, pruned_loss=0.08794, over 2474698.13 frames. utt_duration=471 frames, utt_pad_proportion=0.07166, over 21080.22 utterances.], batch size: 85, lr: 4.59e-04
2022-08-24 13:52:00,528 INFO [train.py:927] (4/8) Epoch 7, batch 25100, giga_loss[loss=0.2028, simple_loss=0.2817, pruned_loss=0.06197, over 12369.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.03124, over 51.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3248, pruned_loss=0.08835, over 2474010.68 frames. utt_duration=488.3 frames, utt_pad_proportion=0.08158, over 20328.37 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3083, pruned_loss=0.07806, over 2468941.99 frames. utt_duration=1253 frames, utt_pad_proportion=0.06049, over 7888.78 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3258, pruned_loss=0.08886, over 2474311.70 frames. utt_duration=456.8 frames, utt_pad_proportion=0.08059, over 21736.56 utterances.], batch size: 51, lr: 4.59e-04
2022-08-24 13:53:45,079 INFO [train.py:927] (4/8) Epoch 7, batch 25150, giga_loss[loss=0.228, simple_loss=0.3067, pruned_loss=0.07463, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03358, over 37.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3235, pruned_loss=0.08814, over 2474059.37 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07783, over 20072.31 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3083, pruned_loss=0.07813, over 2468751.97 frames. utt_duration=1250 frames, utt_pad_proportion=0.06048, over 7906.65 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3246, pruned_loss=0.08866, over 2474564.04 frames. utt_duration=464 frames, utt_pad_proportion=0.0774, over 21397.67 utterances.], batch size: 37, lr: 4.59e-04
2022-08-24 13:55:32,385 INFO [train.py:927] (4/8) Epoch 7, batch 25200, giga_loss[loss=0.2311, simple_loss=0.3079, pruned_loss=0.07716, over 12469.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03272, over 86.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.323, pruned_loss=0.08816, over 2474491.98 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07556, over 19869.43 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3079, pruned_loss=0.07798, over 2468651.04 frames. utt_duration=1254 frames, utt_pad_proportion=0.05962, over 7881.72 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3244, pruned_loss=0.08889, over 2475061.16 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07572, over 21154.26 utterances.], batch size: 86, lr: 4.59e-04
2022-08-24 13:57:15,448 INFO [train.py:927] (4/8) Epoch 7, batch 25250, giga_loss[loss=0.2356, simple_loss=0.3146, pruned_loss=0.0783, over 12449.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03225, over 86.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3213, pruned_loss=0.08748, over 2474198.72 frames. utt_duration=523.1 frames, utt_pad_proportion=0.07176, over 18972.28 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3077, pruned_loss=0.07781, over 2468481.50 frames. utt_duration=1257 frames, utt_pad_proportion=0.0581, over 7861.61 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3231, pruned_loss=0.08854, over 2475013.64 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07286, over 20436.26 utterances.], batch size: 86, lr: 4.59e-04
2022-08-24 13:59:00,102 INFO [train.py:927] (4/8) Epoch 7, batch 25300, giga_loss[loss=0.211, simple_loss=0.3039, pruned_loss=0.05908, over 12346.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.033, over 97.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.321, pruned_loss=0.08706, over 2474226.26 frames. utt_duration=507.3 frames, utt_pad_proportion=0.07329, over 19565.41 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3073, pruned_loss=0.07768, over 2468301.54 frames. utt_duration=1261 frames, utt_pad_proportion=0.05733, over 7838.55 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3231, pruned_loss=0.0882, over 2475149.46 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07439, over 20968.21 utterances.], batch size: 97, lr: 4.59e-04
2022-08-24 14:00:45,149 INFO [train.py:927] (4/8) Epoch 7, batch 25350, giga_loss[loss=0.2249, simple_loss=0.3029, pruned_loss=0.0734, over 12440.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03193, over 75.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3215, pruned_loss=0.08679, over 2473864.96 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06842, over 18661.04 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3085, pruned_loss=0.07783, over 2468302.95 frames. utt_duration=1264 frames, utt_pad_proportion=0.05625, over 7821.60 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3225, pruned_loss=0.08783, over 2474773.05 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07017, over 20115.80 utterances.], batch size: 75, lr: 4.59e-04
2022-08-24 14:02:30,196 INFO [train.py:927] (4/8) Epoch 7, batch 25400, giga_loss[loss=0.2244, simple_loss=0.3276, pruned_loss=0.06063, over 12381.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02732, over 70.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3242, pruned_loss=0.08684, over 2474057.55 frames. utt_duration=505.5 frames, utt_pad_proportion=0.07604, over 19634.37 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3089, pruned_loss=0.07785, over 2468439.73 frames. utt_duration=1264 frames, utt_pad_proportion=0.05558, over 7822.26 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3248, pruned_loss=0.08777, over 2474733.79 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07722, over 20932.52 utterances.], batch size: 70, lr: 4.58e-04
2022-08-24 14:04:14,926 INFO [train.py:927] (4/8) Epoch 7, batch 25450, giga_loss[loss=0.2679, simple_loss=0.3462, pruned_loss=0.09482, over 12364.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3276, pruned_loss=0.0886, over 2474000.59 frames. utt_duration=482.1 frames, utt_pad_proportion=0.08314, over 20591.18 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3091, pruned_loss=0.07799, over 2468495.75 frames. utt_duration=1250 frames, utt_pad_proportion=0.05967, over 7909.57 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3282, pruned_loss=0.08938, over 2474589.38 frames. utt_duration=456.3 frames, utt_pad_proportion=0.08262, over 21762.70 utterances.], batch size: 97, lr: 4.58e-04
2022-08-24 14:05:58,324 INFO [train.py:927] (4/8) Epoch 7, batch 25500, giga_loss[loss=0.2716, simple_loss=0.3458, pruned_loss=0.09871, over 12417.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03689, over 113.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3291, pruned_loss=0.09021, over 2474686.87 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07663, over 20200.23 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.309, pruned_loss=0.07791, over 2468754.83 frames. utt_duration=1250 frames, utt_pad_proportion=0.05882, over 7906.39 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3303, pruned_loss=0.09127, over 2475101.59 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07708, over 21538.62 utterances.], batch size: 113, lr: 4.58e-04
2022-08-24 14:07:43,867 INFO [train.py:927] (4/8) Epoch 7, batch 25550, giga_loss[loss=0.2371, simple_loss=0.3218, pruned_loss=0.07616, over 12398.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.0337, over 122.00 utterances.], tot_loss[loss=0.255, simple_loss=0.329, pruned_loss=0.09052, over 2474734.31 frames. utt_duration=500 frames, utt_pad_proportion=0.07462, over 19857.53 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3091, pruned_loss=0.07799, over 2468510.76 frames. utt_duration=1241 frames, utt_pad_proportion=0.06237, over 7964.93 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3301, pruned_loss=0.09144, over 2475345.24 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07392, over 21019.26 utterances.], batch size: 122, lr: 4.58e-04
2022-08-24 14:09:29,531 INFO [train.py:927] (4/8) Epoch 7, batch 25600, giga_loss[loss=0.188, simple_loss=0.2734, pruned_loss=0.05127, over 12269.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03564, over 28.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3291, pruned_loss=0.08851, over 2474620.28 frames. utt_duration=490 frames, utt_pad_proportion=0.07507, over 20262.42 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3101, pruned_loss=0.07832, over 2468506.16 frames. utt_duration=1231 frames, utt_pad_proportion=0.06626, over 8032.79 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3294, pruned_loss=0.08911, over 2475210.72 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07311, over 21331.87 utterances.], batch size: 28, lr: 4.58e-04
2022-08-24 14:11:15,195 INFO [train.py:927] (4/8) Epoch 7, batch 25650, giga_loss[loss=0.2458, simple_loss=0.3186, pruned_loss=0.08646, over 12421.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.03523, over 31.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.33, pruned_loss=0.08935, over 2474670.53 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07773, over 20724.24 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3109, pruned_loss=0.0785, over 2468679.11 frames. utt_duration=1235 frames, utt_pad_proportion=0.06525, over 8006.33 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3299, pruned_loss=0.08989, over 2475127.47 frames. utt_duration=453.9 frames, utt_pad_proportion=0.0765, over 21880.88 utterances.], batch size: 31, lr: 4.58e-04
2022-08-24 14:12:58,599 INFO [train.py:927] (4/8) Epoch 7, batch 25700, giga_loss[loss=0.2346, simple_loss=0.3106, pruned_loss=0.07933, over 12434.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.0381, over 105.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3273, pruned_loss=0.08815, over 2474457.11 frames. utt_duration=483.4 frames, utt_pad_proportion=0.08188, over 20537.41 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3108, pruned_loss=0.07861, over 2468658.09 frames. utt_duration=1230 frames, utt_pad_proportion=0.06764, over 8039.12 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.328, pruned_loss=0.08888, over 2475091.83 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08007, over 21947.09 utterances.], batch size: 105, lr: 4.58e-04
2022-08-24 14:14:48,031 INFO [train.py:927] (4/8) Epoch 7, batch 25750, giga_loss[loss=0.2504, simple_loss=0.3381, pruned_loss=0.08131, over 12416.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03412, over 75.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3255, pruned_loss=0.08818, over 2474759.00 frames. utt_duration=494.9 frames, utt_pad_proportion=0.08351, over 20061.50 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3114, pruned_loss=0.07915, over 2468878.21 frames. utt_duration=1219 frames, utt_pad_proportion=0.07079, over 8111.61 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3259, pruned_loss=0.08848, over 2475199.84 frames. utt_duration=463.8 frames, utt_pad_proportion=0.08112, over 21413.31 utterances.], batch size: 75, lr: 4.58e-04
2022-08-24 14:16:30,879 INFO [train.py:927] (4/8) Epoch 7, batch 25800, giga_loss[loss=0.2543, simple_loss=0.3349, pruned_loss=0.08685, over 12420.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03931, over 105.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3251, pruned_loss=0.08929, over 2474812.25 frames. utt_duration=473.9 frames, utt_pad_proportion=0.08305, over 20955.16 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3112, pruned_loss=0.07904, over 2468917.84 frames. utt_duration=1218 frames, utt_pad_proportion=0.07037, over 8118.29 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3259, pruned_loss=0.0898, over 2475224.18 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08145, over 22240.48 utterances.], batch size: 105, lr: 4.58e-04
2022-08-24 14:18:12,027 INFO [train.py:927] (4/8) Epoch 7, batch 25850, giga_loss[loss=0.2124, simple_loss=0.3055, pruned_loss=0.05966, over 12361.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05339, over 161.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.323, pruned_loss=0.08692, over 2474806.13 frames. utt_duration=464.6 frames, utt_pad_proportion=0.08083, over 21372.94 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.311, pruned_loss=0.07896, over 2468892.25 frames. utt_duration=1219 frames, utt_pad_proportion=0.07009, over 8113.70 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3237, pruned_loss=0.08743, over 2475176.04 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07979, over 22436.44 utterances.], batch size: 161, lr: 4.58e-04
2022-08-24 14:20:04,324 INFO [train.py:927] (4/8) Epoch 7, batch 25900, giga_loss[loss=0.2458, simple_loss=0.321, pruned_loss=0.08523, over 12379.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04139, over 133.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3206, pruned_loss=0.08497, over 2474610.58 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07694, over 21022.39 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3104, pruned_loss=0.07851, over 2468732.74 frames. utt_duration=1226 frames, utt_pad_proportion=0.06808, over 8063.20 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3222, pruned_loss=0.08603, over 2475277.20 frames. utt_duration=443.6 frames, utt_pad_proportion=0.077, over 22394.71 utterances.], batch size: 133, lr: 4.58e-04
2022-08-24 14:21:51,514 INFO [train.py:927] (4/8) Epoch 7, batch 25950, giga_loss[loss=0.2112, simple_loss=0.2971, pruned_loss=0.06265, over 12189.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04299, over 28.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3176, pruned_loss=0.08386, over 2474294.50 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07512, over 20487.37 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3106, pruned_loss=0.07876, over 2468633.12 frames. utt_duration=1214 frames, utt_pad_proportion=0.07198, over 8146.65 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3188, pruned_loss=0.08461, over 2475031.43 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07419, over 21737.54 utterances.], batch size: 28, lr: 4.58e-04
2022-08-24 14:23:35,548 INFO [train.py:927] (4/8) Epoch 7, batch 26000, giga_loss[loss=0.242, simple_loss=0.3222, pruned_loss=0.08087, over 12427.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03907, over 123.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3198, pruned_loss=0.08494, over 2474358.02 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07128, over 20607.84 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3105, pruned_loss=0.07872, over 2468536.37 frames. utt_duration=1213 frames, utt_pad_proportion=0.07172, over 8152.72 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.321, pruned_loss=0.08567, over 2475136.62 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07082, over 21809.69 utterances.], batch size: 123, lr: 4.58e-04
2022-08-24 14:25:19,239 INFO [train.py:927] (4/8) Epoch 7, batch 26050, giga_loss[loss=0.3262, simple_loss=0.3717, pruned_loss=0.1404, over 12386.00 frames. utt_duration=191.4 frames, utt_pad_proportion=0.1138, over 261.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3218, pruned_loss=0.08694, over 2474174.55 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08024, over 22170.16 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3107, pruned_loss=0.07876, over 2468654.10 frames. utt_duration=1216 frames, utt_pad_proportion=0.07045, over 8131.21 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3228, pruned_loss=0.08765, over 2474813.19 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07987, over 23446.34 utterances.], batch size: 261, lr: 4.58e-04
2022-08-24 14:27:01,422 INFO [train.py:927] (4/8) Epoch 7, batch 26100, giga_loss[loss=0.2411, simple_loss=0.3203, pruned_loss=0.08097, over 12420.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.0308, over 80.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3213, pruned_loss=0.0866, over 2473444.48 frames. utt_duration=465.7 frames, utt_pad_proportion=0.0747, over 21312.17 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3104, pruned_loss=0.07863, over 2468276.31 frames. utt_duration=1217 frames, utt_pad_proportion=0.06959, over 8125.63 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3227, pruned_loss=0.08748, over 2474427.37 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07503, over 22706.51 utterances.], batch size: 80, lr: 4.58e-04
2022-08-24 14:28:46,500 INFO [train.py:927] (4/8) Epoch 7, batch 26150, giga_loss[loss=0.2369, simple_loss=0.3189, pruned_loss=0.07744, over 12303.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.03621, over 51.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3229, pruned_loss=0.08708, over 2473440.55 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06999, over 20641.95 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3107, pruned_loss=0.07884, over 2468248.33 frames. utt_duration=1211 frames, utt_pad_proportion=0.06972, over 8161.50 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3238, pruned_loss=0.0877, over 2474313.70 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07049, over 21880.83 utterances.], batch size: 51, lr: 4.58e-04
2022-08-24 14:30:31,903 INFO [train.py:927] (4/8) Epoch 7, batch 26200, giga_loss[loss=0.2693, simple_loss=0.3494, pruned_loss=0.09453, over 12375.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03077, over 97.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3248, pruned_loss=0.0888, over 2474142.59 frames. utt_duration=473.7 frames, utt_pad_proportion=0.06907, over 20957.54 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3109, pruned_loss=0.07901, over 2467986.10 frames. utt_duration=1209 frames, utt_pad_proportion=0.06953, over 8175.63 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3257, pruned_loss=0.08936, over 2475234.28 frames. utt_duration=446.7 frames, utt_pad_proportion=0.06957, over 22239.09 utterances.], batch size: 97, lr: 4.57e-04
2022-08-24 14:32:19,647 INFO [train.py:927] (4/8) Epoch 7, batch 26250, giga_loss[loss=0.2457, simple_loss=0.3165, pruned_loss=0.08744, over 12442.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03455, over 86.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3249, pruned_loss=0.08763, over 2474323.94 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07245, over 21383.90 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3111, pruned_loss=0.07916, over 2468007.42 frames. utt_duration=1197 frames, utt_pad_proportion=0.07314, over 8254.14 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3259, pruned_loss=0.08822, over 2475394.68 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07139, over 22744.99 utterances.], batch size: 86, lr: 4.57e-04
2022-08-24 14:34:03,567 INFO [train.py:927] (4/8) Epoch 7, batch 26300, giga_loss[loss=0.2886, simple_loss=0.355, pruned_loss=0.1111, over 12375.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07532, over 212.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3237, pruned_loss=0.08725, over 2473968.92 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07175, over 20786.80 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3114, pruned_loss=0.07943, over 2468251.37 frames. utt_duration=1184 frames, utt_pad_proportion=0.07649, over 8351.62 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3246, pruned_loss=0.08772, over 2474777.51 frames. utt_duration=448.8 frames, utt_pad_proportion=0.06979, over 22127.84 utterances.], batch size: 212, lr: 4.57e-04
2022-08-24 14:35:43,902 INFO [train.py:927] (4/8) Epoch 7, batch 26350, giga_loss[loss=0.2681, simple_loss=0.3291, pruned_loss=0.1035, over 12379.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3237, pruned_loss=0.0884, over 2474617.44 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08091, over 21879.69 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3126, pruned_loss=0.08034, over 2468581.85 frames. utt_duration=1139 frames, utt_pad_proportion=0.09074, over 8684.26 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3237, pruned_loss=0.08817, over 2475132.13 frames. utt_duration=432 frames, utt_pad_proportion=0.0741, over 22995.95 utterances.], batch size: 182, lr: 4.57e-04
2022-08-24 14:36:56,575 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-24 14:39:29,280 INFO [train.py:927] (4/8) Epoch 8, batch 50, giga_loss[loss=0.2224, simple_loss=0.3087, pruned_loss=0.06803, over 12368.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06019, over 182.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3225, pruned_loss=0.07523, over 548417.92 frames. utt_duration=557.6 frames, utt_pad_proportion=0.05138, over 3944.87 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3102, pruned_loss=0.06867, over 36941.93 frames. utt_duration=1145 frames, utt_pad_proportion=0.06788, over 129.23 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3233, pruned_loss=0.07567, over 519222.76 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05098, over 3853.26 utterances.], batch size: 182, lr: 4.47e-04
2022-08-24 14:41:13,908 INFO [train.py:927] (4/8) Epoch 8, batch 100, giga_loss[loss=0.194, simple_loss=0.2772, pruned_loss=0.05541, over 12391.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0447, over 146.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3033, pruned_loss=0.06749, over 974806.51 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06358, over 7064.87 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3072, pruned_loss=0.06233, over 109133.25 frames. utt_duration=1166 frames, utt_pad_proportion=0.05049, over 374.93 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3033, pruned_loss=0.06818, over 905657.34 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06434, over 6922.65 utterances.], batch size: 146, lr: 4.47e-04
2022-08-24 14:42:58,578 INFO [train.py:927] (4/8) Epoch 8, batch 150, giga_loss[loss=0.1713, simple_loss=0.2441, pruned_loss=0.04926, over 12267.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02824, over 42.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.288, pruned_loss=0.06114, over 1306623.53 frames. utt_duration=540.6 frames, utt_pad_proportion=0.0609, over 9694.34 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3131, pruned_loss=0.0618, over 144438.84 frames. utt_duration=1179 frames, utt_pad_proportion=0.04539, over 490.72 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2862, pruned_loss=0.06133, over 1234294.83 frames. utt_duration=516 frames, utt_pad_proportion=0.06172, over 9595.84 utterances.], batch size: 42, lr: 4.47e-04
2022-08-24 14:44:43,168 INFO [train.py:927] (4/8) Epoch 8, batch 200, giga_loss[loss=0.177, simple_loss=0.2528, pruned_loss=0.05061, over 12375.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06674, over 211.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.277, pruned_loss=0.05722, over 1565618.30 frames. utt_duration=523.7 frames, utt_pad_proportion=0.05995, over 11992.56 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3113, pruned_loss=0.06422, over 179237.94 frames. utt_duration=1193 frames, utt_pad_proportion=0.04304, over 601.83 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2749, pruned_loss=0.05684, over 1494665.86 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06071, over 11949.29 utterances.], batch size: 211, lr: 4.47e-04
2022-08-24 14:46:25,567 INFO [train.py:927] (4/8) Epoch 8, batch 250, giga_loss[loss=0.1633, simple_loss=0.2398, pruned_loss=0.04346, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03612, over 40.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2721, pruned_loss=0.05432, over 1767442.98 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05465, over 12691.50 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3074, pruned_loss=0.06274, over 269333.36 frames. utt_duration=1226 frames, utt_pad_proportion=0.04237, over 880.05 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2691, pruned_loss=0.05373, over 1681145.86 frames. utt_duration=526 frames, utt_pad_proportion=0.05563, over 12821.44 utterances.], batch size: 40, lr: 4.47e-04
2022-08-24 14:48:10,425 INFO [train.py:927] (4/8) Epoch 8, batch 300, giga_loss[loss=0.1857, simple_loss=0.2602, pruned_loss=0.05559, over 12345.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.0239, over 45.00 utterances.], tot_loss[loss=0.1858, simple_loss=0.2675, pruned_loss=0.05204, over 1923694.47 frames. utt_duration=552 frames, utt_pad_proportion=0.0587, over 13978.50 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3111, pruned_loss=0.06397, over 312747.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.03774, over 1003.46 utterances.], giga_tot_loss[loss=0.183, simple_loss=0.2637, pruned_loss=0.05111, over 1844344.25 frames. utt_duration=521.4 frames, utt_pad_proportion=0.0598, over 14191.12 utterances.], batch size: 45, lr: 4.47e-04
2022-08-24 14:49:51,048 INFO [train.py:927] (4/8) Epoch 8, batch 350, giga_loss[loss=0.1774, simple_loss=0.2527, pruned_loss=0.05099, over 12418.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03016, over 80.00 utterances.], tot_loss[loss=0.1839, simple_loss=0.2648, pruned_loss=0.05144, over 2046065.39 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06111, over 14918.82 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3104, pruned_loss=0.06518, over 376811.41 frames. utt_duration=1180 frames, utt_pad_proportion=0.06151, over 1279.27 utterances.], giga_tot_loss[loss=0.1804, simple_loss=0.2605, pruned_loss=0.05012, over 1969313.87 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06058, over 15194.94 utterances.], batch size: 80, lr: 4.46e-04
2022-08-24 14:51:35,411 INFO [train.py:927] (4/8) Epoch 8, batch 400, giga_loss[loss=0.1597, simple_loss=0.234, pruned_loss=0.04267, over 12185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03305, over 39.00 utterances.], tot_loss[loss=0.1805, simple_loss=0.261, pruned_loss=0.05001, over 2140587.57 frames. utt_duration=574.3 frames, utt_pad_proportion=0.06221, over 14947.26 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.312, pruned_loss=0.06709, over 418713.15 frames. utt_duration=1073 frames, utt_pad_proportion=0.1027, over 1563.40 utterances.], giga_tot_loss[loss=0.1765, simple_loss=0.2563, pruned_loss=0.04832, over 2072661.14 frames. utt_duration=548.8 frames, utt_pad_proportion=0.0579, over 15149.22 utterances.], batch size: 39, lr: 4.46e-04
2022-08-24 14:53:18,733 INFO [train.py:927] (4/8) Epoch 8, batch 450, giga_loss[loss=0.1601, simple_loss=0.2359, pruned_loss=0.04212, over 12287.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02598, over 54.00 utterances.], tot_loss[loss=0.1779, simple_loss=0.258, pruned_loss=0.04895, over 2214782.92 frames. utt_duration=542.7 frames, utt_pad_proportion=0.07006, over 16368.55 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3097, pruned_loss=0.06698, over 489348.01 frames. utt_duration=1122 frames, utt_pad_proportion=0.08993, over 1747.04 utterances.], giga_tot_loss[loss=0.1734, simple_loss=0.2528, pruned_loss=0.04699, over 2150977.78 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06753, over 16805.70 utterances.], batch size: 54, lr: 4.46e-04
2022-08-24 14:55:00,271 INFO [train.py:927] (4/8) Epoch 8, batch 500, giga_loss[loss=0.2601, simple_loss=0.3295, pruned_loss=0.09531, over 12399.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06545, over 211.00 utterances.], tot_loss[loss=0.1849, simple_loss=0.2652, pruned_loss=0.05233, over 2272495.04 frames. utt_duration=525.3 frames, utt_pad_proportion=0.07184, over 17354.20 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3079, pruned_loss=0.0666, over 538420.49 frames. utt_duration=1154 frames, utt_pad_proportion=0.08259, over 1869.07 utterances.], giga_tot_loss[loss=0.1809, simple_loss=0.2606, pruned_loss=0.05057, over 2216497.64 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07039, over 17922.72 utterances.], batch size: 211, lr: 4.46e-04
2022-08-24 14:56:42,218 INFO [train.py:927] (4/8) Epoch 8, batch 550, giga_loss[loss=0.279, simple_loss=0.3605, pruned_loss=0.09876, over 12439.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05041, over 162.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2772, pruned_loss=0.05767, over 2316938.08 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06583, over 17014.34 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3044, pruned_loss=0.06551, over 604882.59 frames. utt_duration=1189 frames, utt_pad_proportion=0.07487, over 2037.13 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2734, pruned_loss=0.05626, over 2266451.99 frames. utt_duration=511 frames, utt_pad_proportion=0.0655, over 17792.83 utterances.], batch size: 162, lr: 4.46e-04
2022-08-24 14:58:26,060 INFO [train.py:927] (4/8) Epoch 8, batch 600, giga_loss[loss=0.229, simple_loss=0.314, pruned_loss=0.07202, over 12403.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02876, over 58.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2827, pruned_loss=0.05931, over 2351579.87 frames. utt_duration=544.6 frames, utt_pad_proportion=0.07059, over 17320.93 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3019, pruned_loss=0.06422, over 669004.17 frames. utt_duration=1215 frames, utt_pad_proportion=0.06825, over 2204.60 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2797, pruned_loss=0.05833, over 2306792.41 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07084, over 18280.35 utterances.], batch size: 58, lr: 4.46e-04
2022-08-24 15:00:08,439 INFO [train.py:927] (4/8) Epoch 8, batch 650, giga_loss[loss=0.2305, simple_loss=0.3158, pruned_loss=0.07262, over 12419.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06707, over 184.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2874, pruned_loss=0.0609, over 2378788.92 frames. utt_duration=531.2 frames, utt_pad_proportion=0.07488, over 17963.71 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3016, pruned_loss=0.06395, over 722139.53 frames. utt_duration=1194 frames, utt_pad_proportion=0.07949, over 2422.60 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2847, pruned_loss=0.06015, over 2340297.52 frames. utt_duration=495 frames, utt_pad_proportion=0.07382, over 18967.33 utterances.], batch size: 184, lr: 4.46e-04
2022-08-24 15:01:53,724 INFO [train.py:927] (4/8) Epoch 8, batch 700, giga_loss[loss=0.2672, simple_loss=0.3419, pruned_loss=0.09625, over 12368.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07527, over 212.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2918, pruned_loss=0.06359, over 2399526.12 frames. utt_duration=505.5 frames, utt_pad_proportion=0.07766, over 19044.54 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2999, pruned_loss=0.06334, over 773464.19 frames. utt_duration=1180 frames, utt_pad_proportion=0.08904, over 2625.56 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2898, pruned_loss=0.06314, over 2366905.50 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07539, over 20086.88 utterances.], batch size: 212, lr: 4.46e-04
2022-08-24 15:03:38,852 INFO [train.py:927] (4/8) Epoch 8, batch 750, giga_loss[loss=0.2085, simple_loss=0.2968, pruned_loss=0.06009, over 12453.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03503, over 123.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2963, pruned_loss=0.06502, over 2416096.51 frames. utt_duration=518.2 frames, utt_pad_proportion=0.07357, over 18703.52 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3008, pruned_loss=0.06363, over 807158.67 frames. utt_duration=1175 frames, utt_pad_proportion=0.08735, over 2750.93 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2944, pruned_loss=0.06462, over 2389070.30 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07206, over 19712.46 utterances.], batch size: 123, lr: 4.46e-04
2022-08-24 15:05:24,648 INFO [train.py:927] (4/8) Epoch 8, batch 800, giga_loss[loss=0.2277, simple_loss=0.3159, pruned_loss=0.06972, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0406, over 113.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2996, pruned_loss=0.0658, over 2428850.98 frames. utt_duration=531.9 frames, utt_pad_proportion=0.07539, over 18318.31 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3018, pruned_loss=0.06355, over 856635.11 frames. utt_duration=1148 frames, utt_pad_proportion=0.09442, over 2987.40 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2977, pruned_loss=0.06556, over 2405713.64 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07301, over 19329.22 utterances.], batch size: 113, lr: 4.46e-04
2022-08-24 15:07:07,610 INFO [train.py:927] (4/8) Epoch 8, batch 850, giga_loss[loss=0.2122, simple_loss=0.3021, pruned_loss=0.06119, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02914, over 45.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3006, pruned_loss=0.06537, over 2437390.43 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0728, over 17498.72 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3013, pruned_loss=0.06337, over 880784.60 frames. utt_duration=1128 frames, utt_pad_proportion=0.1011, over 3127.93 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2993, pruned_loss=0.06526, over 2418539.32 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06973, over 18368.46 utterances.], batch size: 45, lr: 4.46e-04
2022-08-24 15:08:52,794 INFO [train.py:927] (4/8) Epoch 8, batch 900, giga_loss[loss=0.2805, simple_loss=0.3344, pruned_loss=0.1133, over 12346.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3015, pruned_loss=0.0656, over 2445007.70 frames. utt_duration=560.4 frames, utt_pad_proportion=0.07598, over 17498.64 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3013, pruned_loss=0.06336, over 896617.54 frames. utt_duration=1133 frames, utt_pad_proportion=0.09901, over 3170.56 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3005, pruned_loss=0.06553, over 2429951.03 frames. utt_duration=533.4 frames, utt_pad_proportion=0.07365, over 18274.82 utterances.], batch size: 368, lr: 4.46e-04
2022-08-24 15:10:37,330 INFO [train.py:927] (4/8) Epoch 8, batch 950, giga_loss[loss=0.2472, simple_loss=0.3199, pruned_loss=0.08722, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02968, over 48.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3039, pruned_loss=0.06773, over 2451559.93 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06931, over 17123.52 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3013, pruned_loss=0.06306, over 943110.41 frames. utt_duration=1139 frames, utt_pad_proportion=0.09425, over 3317.53 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3031, pruned_loss=0.0679, over 2439014.07 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06814, over 18001.19 utterances.], batch size: 48, lr: 4.46e-04
2022-08-24 15:12:21,622 INFO [train.py:927] (4/8) Epoch 8, batch 1000, giga_loss[loss=0.2373, simple_loss=0.3122, pruned_loss=0.08118, over 12369.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03416, over 104.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3045, pruned_loss=0.06924, over 2456363.18 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06625, over 17452.12 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3014, pruned_loss=0.06304, over 973618.60 frames. utt_duration=1147 frames, utt_pad_proportion=0.09056, over 3399.52 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3039, pruned_loss=0.0695, over 2445946.63 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06592, over 18335.04 utterances.], batch size: 104, lr: 4.46e-04
2022-08-24 15:14:05,382 INFO [train.py:927] (4/8) Epoch 8, batch 1050, giga_loss[loss=0.2142, simple_loss=0.2984, pruned_loss=0.06501, over 12411.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.032, over 80.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3045, pruned_loss=0.07013, over 2459415.89 frames. utt_duration=557 frames, utt_pad_proportion=0.06876, over 17710.76 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3015, pruned_loss=0.06324, over 1010268.38 frames. utt_duration=1159 frames, utt_pad_proportion=0.0865, over 3489.65 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3041, pruned_loss=0.07043, over 2451197.34 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06892, over 18662.25 utterances.], batch size: 80, lr: 4.46e-04
2022-08-24 15:15:52,343 INFO [train.py:927] (4/8) Epoch 8, batch 1100, giga_loss[loss=0.1797, simple_loss=0.26, pruned_loss=0.0497, over 12336.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03062, over 48.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.302, pruned_loss=0.06843, over 2462272.20 frames. utt_duration=581 frames, utt_pad_proportion=0.06296, over 16995.40 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2995, pruned_loss=0.06256, over 1053042.82 frames. utt_duration=1176 frames, utt_pad_proportion=0.08296, over 3587.54 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3025, pruned_loss=0.06912, over 2455889.36 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06381, over 18051.54 utterances.], batch size: 48, lr: 4.46e-04
2022-08-24 15:17:38,649 INFO [train.py:927] (4/8) Epoch 8, batch 1150, giga_loss[loss=0.1864, simple_loss=0.2641, pruned_loss=0.0544, over 12361.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03212, over 97.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.298, pruned_loss=0.06684, over 2465047.25 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06512, over 17927.83 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2997, pruned_loss=0.06267, over 1101738.90 frames. utt_duration=1181 frames, utt_pad_proportion=0.07956, over 3736.51 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2984, pruned_loss=0.06751, over 2459850.22 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06607, over 19066.83 utterances.], batch size: 97, lr: 4.46e-04
2022-08-24 15:19:23,704 INFO [train.py:927] (4/8) Epoch 8, batch 1200, giga_loss[loss=0.2043, simple_loss=0.2912, pruned_loss=0.05877, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0285, over 48.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2943, pruned_loss=0.06541, over 2466709.41 frames. utt_duration=525 frames, utt_pad_proportion=0.0692, over 18847.92 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2989, pruned_loss=0.0621, over 1148415.65 frames. utt_duration=1194 frames, utt_pad_proportion=0.07527, over 3850.95 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2948, pruned_loss=0.06629, over 2462861.28 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07035, over 20134.85 utterances.], batch size: 48, lr: 4.45e-04
2022-08-24 15:21:07,797 INFO [train.py:927] (4/8) Epoch 8, batch 1250, giga_loss[loss=0.2383, simple_loss=0.3076, pruned_loss=0.08456, over 12171.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03365, over 36.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2938, pruned_loss=0.06532, over 2468044.91 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06985, over 18906.65 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2986, pruned_loss=0.0622, over 1193750.07 frames. utt_duration=1184 frames, utt_pad_proportion=0.07925, over 4036.57 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2942, pruned_loss=0.06609, over 2465067.28 frames. utt_duration=488 frames, utt_pad_proportion=0.07008, over 20266.66 utterances.], batch size: 36, lr: 4.45e-04
2022-08-24 15:22:52,625 INFO [train.py:927] (4/8) Epoch 8, batch 1300, giga_loss[loss=0.1838, simple_loss=0.2563, pruned_loss=0.05565, over 12208.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.02933, over 36.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2916, pruned_loss=0.06441, over 2469004.25 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06677, over 18056.94 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2994, pruned_loss=0.06253, over 1224972.84 frames. utt_duration=1196 frames, utt_pad_proportion=0.07655, over 4102.93 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2915, pruned_loss=0.06494, over 2466949.19 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0676, over 19414.59 utterances.], batch size: 36, lr: 4.45e-04
2022-08-24 15:24:36,202 INFO [train.py:927] (4/8) Epoch 8, batch 1350, giga_loss[loss=0.1929, simple_loss=0.2753, pruned_loss=0.05521, over 12341.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03329, over 58.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2883, pruned_loss=0.06316, over 2470271.20 frames. utt_duration=574 frames, utt_pad_proportion=0.06119, over 17260.63 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2994, pruned_loss=0.06252, over 1231183.98 frames. utt_duration=1196 frames, utt_pad_proportion=0.07594, over 4123.42 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2881, pruned_loss=0.06359, over 2468671.29 frames. utt_duration=539.3 frames, utt_pad_proportion=0.0623, over 18362.22 utterances.], batch size: 58, lr: 4.45e-04
2022-08-24 15:26:20,118 INFO [train.py:927] (4/8) Epoch 8, batch 1400, giga_loss[loss=0.1733, simple_loss=0.2514, pruned_loss=0.04766, over 12332.00 frames. utt_duration=914.9 frames, utt_pad_proportion=0.02252, over 54.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2852, pruned_loss=0.06181, over 2470098.92 frames. utt_duration=592.6 frames, utt_pad_proportion=0.05977, over 16715.89 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2997, pruned_loss=0.0624, over 1261600.64 frames. utt_duration=1205 frames, utt_pad_proportion=0.07311, over 4193.64 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2847, pruned_loss=0.0622, over 2469026.33 frames. utt_duration=556 frames, utt_pad_proportion=0.06119, over 17809.98 utterances.], batch size: 54, lr: 4.45e-04
2022-08-24 15:28:04,575 INFO [train.py:927] (4/8) Epoch 8, batch 1450, giga_loss[loss=0.1828, simple_loss=0.2631, pruned_loss=0.05128, over 12349.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0295, over 91.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2818, pruned_loss=0.06038, over 2470607.01 frames. utt_duration=627.7 frames, utt_pad_proportion=0.05563, over 15781.27 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2988, pruned_loss=0.06212, over 1297455.78 frames. utt_duration=1215 frames, utt_pad_proportion=0.07076, over 4276.85 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2814, pruned_loss=0.06079, over 2469708.56 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05744, over 16906.66 utterances.], batch size: 91, lr: 4.45e-04
2022-08-24 15:29:54,373 INFO [train.py:927] (4/8) Epoch 8, batch 1500, giga_loss[loss=0.2197, simple_loss=0.3081, pruned_loss=0.06567, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02848, over 48.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2801, pruned_loss=0.05971, over 2471008.55 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05525, over 15900.98 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2981, pruned_loss=0.06193, over 1326308.48 frames. utt_duration=1227 frames, utt_pad_proportion=0.06861, over 4327.52 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2797, pruned_loss=0.06009, over 2470440.44 frames. utt_duration=582.4 frames, utt_pad_proportion=0.0571, over 17011.53 utterances.], batch size: 48, lr: 4.45e-04
2022-08-24 15:31:37,240 INFO [train.py:927] (4/8) Epoch 8, batch 1550, giga_loss[loss=0.2629, simple_loss=0.3432, pruned_loss=0.09127, over 12390.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05127, over 161.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.281, pruned_loss=0.0601, over 2471961.07 frames. utt_duration=609.6 frames, utt_pad_proportion=0.05942, over 16259.82 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2985, pruned_loss=0.06195, over 1349047.99 frames. utt_duration=1212 frames, utt_pad_proportion=0.07528, over 4459.22 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2802, pruned_loss=0.06034, over 2471509.87 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05878, over 17231.11 utterances.], batch size: 161, lr: 4.45e-04
2022-08-24 15:33:20,837 INFO [train.py:927] (4/8) Epoch 8, batch 1600, giga_loss[loss=0.2487, simple_loss=0.3332, pruned_loss=0.08213, over 12460.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0424, over 114.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2866, pruned_loss=0.06289, over 2472184.91 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05968, over 16684.77 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2987, pruned_loss=0.06194, over 1376709.62 frames. utt_duration=1222 frames, utt_pad_proportion=0.07282, over 4510.22 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2854, pruned_loss=0.06306, over 2471926.66 frames. utt_duration=561.1 frames, utt_pad_proportion=0.0596, over 17667.96 utterances.], batch size: 114, lr: 4.45e-04
2022-08-24 15:35:05,818 INFO [train.py:927] (4/8) Epoch 8, batch 1650, giga_loss[loss=0.2037, simple_loss=0.2916, pruned_loss=0.05792, over 12218.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03151, over 42.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2937, pruned_loss=0.06667, over 2471853.55 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06503, over 17596.64 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3004, pruned_loss=0.06235, over 1392949.94 frames. utt_duration=1206 frames, utt_pad_proportion=0.07789, over 4626.98 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2919, pruned_loss=0.06664, over 2471752.47 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06352, over 18431.38 utterances.], batch size: 42, lr: 4.45e-04
2022-08-24 15:36:49,174 INFO [train.py:927] (4/8) Epoch 8, batch 1700, libri_loss[loss=0.1907, simple_loss=0.2803, pruned_loss=0.05056, over 12379.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006235, over 34.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2989, pruned_loss=0.06855, over 2472248.73 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06589, over 18008.52 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.3, pruned_loss=0.06218, over 1430175.53 frames. utt_duration=1213 frames, utt_pad_proportion=0.07471, over 4723.39 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2975, pruned_loss=0.0688, over 2472118.09 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06531, over 19017.77 utterances.], batch size: 34, lr: 4.45e-04
2022-08-24 15:38:31,690 INFO [train.py:927] (4/8) Epoch 8, batch 1750, giga_loss[loss=0.2244, simple_loss=0.3068, pruned_loss=0.07098, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02908, over 45.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3019, pruned_loss=0.06873, over 2473309.82 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06313, over 18179.40 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2999, pruned_loss=0.06213, over 1440420.14 frames. utt_duration=1216 frames, utt_pad_proportion=0.07375, over 4743.11 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3009, pruned_loss=0.06901, over 2473354.27 frames. utt_duration=520 frames, utt_pad_proportion=0.06299, over 19081.80 utterances.], batch size: 45, lr: 4.45e-04
2022-08-24 15:40:16,466 INFO [train.py:927] (4/8) Epoch 8, batch 1800, giga_loss[loss=0.2065, simple_loss=0.2871, pruned_loss=0.06299, over 12212.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03032, over 39.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3002, pruned_loss=0.06693, over 2473545.46 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05913, over 17693.27 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2996, pruned_loss=0.062, over 1450811.92 frames. utt_duration=1213 frames, utt_pad_proportion=0.07396, over 4790.65 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2996, pruned_loss=0.06728, over 2473501.21 frames. utt_duration=536.9 frames, utt_pad_proportion=0.05906, over 18478.36 utterances.], batch size: 39, lr: 4.45e-04
2022-08-24 15:41:59,313 INFO [train.py:927] (4/8) Epoch 8, batch 1850, giga_loss[loss=0.2391, simple_loss=0.3211, pruned_loss=0.07857, over 12339.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03433, over 62.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3015, pruned_loss=0.06737, over 2473387.53 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05863, over 17858.30 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2989, pruned_loss=0.06174, over 1480759.80 frames. utt_duration=1219 frames, utt_pad_proportion=0.07148, over 4863.85 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3014, pruned_loss=0.06792, over 2473660.12 frames. utt_duration=529 frames, utt_pad_proportion=0.05899, over 18757.41 utterances.], batch size: 62, lr: 4.45e-04
2022-08-24 15:43:43,029 INFO [train.py:927] (4/8) Epoch 8, batch 1900, libri_loss[loss=0.2379, simple_loss=0.3288, pruned_loss=0.0735, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0134, over 40.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3039, pruned_loss=0.06901, over 2472550.07 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05935, over 17857.55 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2989, pruned_loss=0.06149, over 1500072.52 frames. utt_duration=1226 frames, utt_pad_proportion=0.0698, over 4899.39 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3039, pruned_loss=0.06968, over 2473074.97 frames. utt_duration=528.5 frames, utt_pad_proportion=0.05991, over 18771.35 utterances.], batch size: 40, lr: 4.45e-04
2022-08-24 15:45:28,129 INFO [train.py:927] (4/8) Epoch 8, batch 1950, giga_loss[loss=0.2085, simple_loss=0.2902, pruned_loss=0.06343, over 12439.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3045, pruned_loss=0.06962, over 2472687.15 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05829, over 17580.73 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2982, pruned_loss=0.06123, over 1519434.23 frames. utt_duration=1234 frames, utt_pad_proportion=0.0683, over 4932.25 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3049, pruned_loss=0.07042, over 2473054.32 frames. utt_duration=536 frames, utt_pad_proportion=0.0591, over 18505.25 utterances.], batch size: 105, lr: 4.45e-04
2022-08-24 15:47:11,219 INFO [train.py:927] (4/8) Epoch 8, batch 2000, giga_loss[loss=0.2476, simple_loss=0.3259, pruned_loss=0.08465, over 12376.00 frames. utt_duration=272 frames, utt_pad_proportion=0.0652, over 183.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3064, pruned_loss=0.07108, over 2473936.44 frames. utt_duration=556.9 frames, utt_pad_proportion=0.05896, over 17816.14 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2978, pruned_loss=0.06114, over 1533690.30 frames. utt_duration=1239 frames, utt_pad_proportion=0.06708, over 4959.08 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3071, pruned_loss=0.07188, over 2474220.62 frames. utt_duration=531 frames, utt_pad_proportion=0.0598, over 18689.12 utterances.], batch size: 183, lr: 4.44e-04
2022-08-24 15:48:54,727 INFO [train.py:927] (4/8) Epoch 8, batch 2050, libri_loss[loss=0.1939, simple_loss=0.2879, pruned_loss=0.04992, over 12434.00 frames. utt_duration=778.6 frames, utt_pad_proportion=0.1162, over 64.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.308, pruned_loss=0.07132, over 2473303.68 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05928, over 17825.03 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2975, pruned_loss=0.06084, over 1552378.01 frames. utt_duration=1218 frames, utt_pad_proportion=0.07282, over 5104.20 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3088, pruned_loss=0.07233, over 2473493.42 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05826, over 18620.06 utterances.], batch size: 64, lr: 4.44e-04
2022-08-24 15:50:39,562 INFO [train.py:927] (4/8) Epoch 8, batch 2100, giga_loss[loss=0.1898, simple_loss=0.2794, pruned_loss=0.05016, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04446, over 31.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3065, pruned_loss=0.07078, over 2473244.41 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06123, over 17495.62 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2972, pruned_loss=0.06087, over 1570917.35 frames. utt_duration=1219 frames, utt_pad_proportion=0.07193, over 5161.74 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3075, pruned_loss=0.07175, over 2473174.29 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06045, over 18291.41 utterances.], batch size: 31, lr: 4.44e-04
2022-08-24 15:52:24,032 INFO [train.py:927] (4/8) Epoch 8, batch 2150, giga_loss[loss=0.2228, simple_loss=0.3053, pruned_loss=0.07015, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0275, over 48.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3063, pruned_loss=0.07105, over 2473389.33 frames. utt_duration=572.2 frames, utt_pad_proportion=0.06296, over 17334.81 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2975, pruned_loss=0.06088, over 1584683.50 frames. utt_duration=1223 frames, utt_pad_proportion=0.07062, over 5188.20 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.307, pruned_loss=0.07194, over 2473074.25 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06256, over 18104.83 utterances.], batch size: 48, lr: 4.44e-04
2022-08-24 15:54:06,479 INFO [train.py:927] (4/8) Epoch 8, batch 2200, giga_loss[loss=0.2428, simple_loss=0.3222, pruned_loss=0.08172, over 12366.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07553, over 212.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3063, pruned_loss=0.0712, over 2473790.55 frames. utt_duration=589.2 frames, utt_pad_proportion=0.0588, over 16836.21 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2972, pruned_loss=0.06086, over 1615106.19 frames. utt_duration=1230 frames, utt_pad_proportion=0.06799, over 5257.70 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3073, pruned_loss=0.07224, over 2473748.69 frames. utt_duration=558.4 frames, utt_pad_proportion=0.05924, over 17768.33 utterances.], batch size: 212, lr: 4.44e-04
2022-08-24 15:55:49,379 INFO [train.py:927] (4/8) Epoch 8, batch 2250, giga_loss[loss=0.221, simple_loss=0.3051, pruned_loss=0.06843, over 12340.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03026, over 91.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3057, pruned_loss=0.07041, over 2472649.40 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06089, over 16613.56 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2971, pruned_loss=0.0608, over 1636025.06 frames. utt_duration=1229 frames, utt_pad_proportion=0.06714, over 5331.33 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3068, pruned_loss=0.0715, over 2472901.36 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06131, over 17547.85 utterances.], batch size: 91, lr: 4.44e-04
2022-08-24 15:57:34,089 INFO [train.py:927] (4/8) Epoch 8, batch 2300, giga_loss[loss=0.2323, simple_loss=0.2931, pruned_loss=0.0857, over 12333.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2154, over 374.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3055, pruned_loss=0.0706, over 2471763.42 frames. utt_duration=612.2 frames, utt_pad_proportion=0.06165, over 16191.10 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2965, pruned_loss=0.06044, over 1652120.98 frames. utt_duration=1236 frames, utt_pad_proportion=0.06572, over 5353.58 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3069, pruned_loss=0.07185, over 2472418.93 frames. utt_duration=579.6 frames, utt_pad_proportion=0.0623, over 17108.33 utterances.], batch size: 374, lr: 4.44e-04
2022-08-24 15:59:18,239 INFO [train.py:927] (4/8) Epoch 8, batch 2350, giga_loss[loss=0.1875, simple_loss=0.2664, pruned_loss=0.05426, over 12358.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2079, over 371.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3025, pruned_loss=0.06878, over 2472194.60 frames. utt_duration=622.7 frames, utt_pad_proportion=0.06222, over 15918.87 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2964, pruned_loss=0.06043, over 1680684.11 frames. utt_duration=1224 frames, utt_pad_proportion=0.0696, over 5498.71 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3039, pruned_loss=0.07011, over 2472455.21 frames. utt_duration=587.8 frames, utt_pad_proportion=0.06163, over 16869.43 utterances.], batch size: 371, lr: 4.44e-04
2022-08-24 16:00:59,770 INFO [train.py:927] (4/8) Epoch 8, batch 2400, giga_loss[loss=0.1892, simple_loss=0.2638, pruned_loss=0.05728, over 12101.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03918, over 30.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3008, pruned_loss=0.06812, over 2471922.95 frames. utt_duration=627.7 frames, utt_pad_proportion=0.06108, over 15789.41 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2968, pruned_loss=0.06076, over 1700503.56 frames. utt_duration=1229 frames, utt_pad_proportion=0.06803, over 5541.75 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3018, pruned_loss=0.06916, over 2471920.90 frames. utt_duration=591.9 frames, utt_pad_proportion=0.0611, over 16746.04 utterances.], batch size: 30, lr: 4.44e-04
2022-08-24 16:02:43,749 INFO [train.py:927] (4/8) Epoch 8, batch 2450, giga_loss[loss=0.1995, simple_loss=0.2823, pruned_loss=0.05832, over 12393.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2984, pruned_loss=0.06702, over 2471852.15 frames. utt_duration=634.5 frames, utt_pad_proportion=0.0598, over 15620.72 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2969, pruned_loss=0.06072, over 1723145.56 frames. utt_duration=1235 frames, utt_pad_proportion=0.06588, over 5585.87 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2992, pruned_loss=0.06808, over 2472051.56 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06049, over 16635.61 utterances.], batch size: 62, lr: 4.44e-04
2022-08-24 16:04:26,861 INFO [train.py:927] (4/8) Epoch 8, batch 2500, giga_loss[loss=0.2474, simple_loss=0.3192, pruned_loss=0.08782, over 12426.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07152, over 212.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2952, pruned_loss=0.06616, over 2472564.20 frames. utt_duration=633.8 frames, utt_pad_proportion=0.05676, over 15642.56 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2967, pruned_loss=0.0605, over 1734399.98 frames. utt_duration=1239 frames, utt_pad_proportion=0.06479, over 5606.98 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.296, pruned_loss=0.06721, over 2472663.94 frames. utt_duration=598.7 frames, utt_pad_proportion=0.05775, over 16560.71 utterances.], batch size: 212, lr: 4.44e-04
2022-08-24 16:06:11,053 INFO [train.py:927] (4/8) Epoch 8, batch 2550, giga_loss[loss=0.1955, simple_loss=0.2768, pruned_loss=0.05711, over 12470.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03445, over 37.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2938, pruned_loss=0.06574, over 2472555.24 frames. utt_duration=610 frames, utt_pad_proportion=0.06066, over 16253.13 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2972, pruned_loss=0.06074, over 1741992.96 frames. utt_duration=1231 frames, utt_pad_proportion=0.06554, over 5667.72 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2941, pruned_loss=0.06647, over 2472444.54 frames. utt_duration=582.9 frames, utt_pad_proportion=0.061, over 17010.74 utterances.], batch size: 37, lr: 4.44e-04
2022-08-24 16:07:54,564 INFO [train.py:927] (4/8) Epoch 8, batch 2600, giga_loss[loss=0.1753, simple_loss=0.2603, pruned_loss=0.04518, over 12295.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03703, over 51.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2958, pruned_loss=0.06633, over 2472933.72 frames. utt_duration=576.1 frames, utt_pad_proportion=0.0606, over 17213.55 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2973, pruned_loss=0.06088, over 1749013.89 frames. utt_duration=1233 frames, utt_pad_proportion=0.06482, over 5679.03 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.296, pruned_loss=0.06686, over 2473080.05 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06103, over 17897.38 utterances.], batch size: 51, lr: 4.44e-04
2022-08-24 16:09:36,928 INFO [train.py:927] (4/8) Epoch 8, batch 2650, giga_loss[loss=0.1768, simple_loss=0.2641, pruned_loss=0.0447, over 12286.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02619, over 54.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2956, pruned_loss=0.06516, over 2473295.28 frames. utt_duration=582 frames, utt_pad_proportion=0.06124, over 17043.04 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2977, pruned_loss=0.06113, over 1787638.54 frames. utt_duration=1230 frames, utt_pad_proportion=0.06708, over 5821.56 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2954, pruned_loss=0.06571, over 2473643.43 frames. utt_duration=549 frames, utt_pad_proportion=0.06092, over 18070.82 utterances.], batch size: 54, lr: 4.44e-04
2022-08-24 16:11:20,746 INFO [train.py:927] (4/8) Epoch 8, batch 2700, giga_loss[loss=0.2074, simple_loss=0.2832, pruned_loss=0.06574, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03169, over 37.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2945, pruned_loss=0.06437, over 2474520.60 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05864, over 17553.87 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2976, pruned_loss=0.06111, over 1797807.27 frames. utt_duration=1232 frames, utt_pad_proportion=0.06611, over 5842.09 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2945, pruned_loss=0.06486, over 2474867.23 frames. utt_duration=536.5 frames, utt_pad_proportion=0.05875, over 18504.69 utterances.], batch size: 37, lr: 4.44e-04
2022-08-24 16:13:03,865 INFO [train.py:927] (4/8) Epoch 8, batch 2750, libri_loss[loss=0.1746, simple_loss=0.2681, pruned_loss=0.04059, over 12270.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007535, over 32.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2945, pruned_loss=0.0645, over 2474145.34 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06024, over 17588.16 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2975, pruned_loss=0.06108, over 1807922.59 frames. utt_duration=1233 frames, utt_pad_proportion=0.06521, over 5872.24 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2945, pruned_loss=0.06497, over 2474418.23 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06049, over 18473.84 utterances.], batch size: 32, lr: 4.44e-04
2022-08-24 16:14:45,159 INFO [train.py:927] (4/8) Epoch 8, batch 2800, giga_loss[loss=0.2157, simple_loss=0.2925, pruned_loss=0.06946, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03652, over 40.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2964, pruned_loss=0.06512, over 2473418.72 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06007, over 17158.78 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.298, pruned_loss=0.06132, over 1821049.38 frames. utt_duration=1236 frames, utt_pad_proportion=0.064, over 5901.65 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2959, pruned_loss=0.0654, over 2473716.05 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06062, over 18044.59 utterances.], batch size: 40, lr: 4.44e-04
2022-08-24 16:16:26,876 INFO [train.py:927] (4/8) Epoch 8, batch 2850, giga_loss[loss=0.2105, simple_loss=0.2994, pruned_loss=0.06083, over 12373.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03962, over 145.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2984, pruned_loss=0.06558, over 2473749.04 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05973, over 17154.07 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2986, pruned_loss=0.06167, over 1837046.87 frames. utt_duration=1218 frames, utt_pad_proportion=0.06923, over 6040.91 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2976, pruned_loss=0.06567, over 2474135.62 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05874, over 17988.75 utterances.], batch size: 145, lr: 4.43e-04
2022-08-24 16:18:10,243 INFO [train.py:927] (4/8) Epoch 8, batch 2900, giga_loss[loss=0.1951, simple_loss=0.2752, pruned_loss=0.05748, over 12409.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05038, over 34.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2994, pruned_loss=0.06554, over 2474345.28 frames. utt_duration=598.2 frames, utt_pad_proportion=0.0569, over 16586.39 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2992, pruned_loss=0.06192, over 1855795.84 frames. utt_duration=1211 frames, utt_pad_proportion=0.07221, over 6136.15 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2984, pruned_loss=0.06555, over 2474767.24 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05495, over 17464.88 utterances.], batch size: 34, lr: 4.43e-04
2022-08-24 16:19:50,913 INFO [train.py:927] (4/8) Epoch 8, batch 2950, giga_loss[loss=0.2097, simple_loss=0.2971, pruned_loss=0.06114, over 12371.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03817, over 113.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2981, pruned_loss=0.06554, over 2473368.56 frames. utt_duration=613.1 frames, utt_pad_proportion=0.05487, over 16177.11 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2993, pruned_loss=0.06196, over 1871116.34 frames. utt_duration=1202 frames, utt_pad_proportion=0.07608, over 6236.38 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2972, pruned_loss=0.06559, over 2473695.77 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05183, over 17020.18 utterances.], batch size: 113, lr: 4.43e-04
2022-08-24 16:21:32,163 INFO [train.py:927] (4/8) Epoch 8, batch 3000, giga_loss[loss=0.1841, simple_loss=0.2649, pruned_loss=0.05164, over 12152.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.04473, over 28.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2972, pruned_loss=0.06584, over 2472725.01 frames. utt_duration=610.5 frames, utt_pad_proportion=0.05409, over 16241.44 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2993, pruned_loss=0.06197, over 1891749.54 frames. utt_duration=1210 frames, utt_pad_proportion=0.07378, over 6262.63 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2965, pruned_loss=0.06601, over 2473125.81 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05214, over 17210.30 utterances.], batch size: 28, lr: 4.43e-04
2022-08-24 16:21:32,164 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 16:21:46,471 INFO [train.py:967] (4/8) Epoch 8, validation: loss=0.186, simple_loss=0.2939, pruned_loss=0.03906, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 16:23:24,635 INFO [train.py:927] (4/8) Epoch 8, batch 3050, giga_loss[loss=0.2033, simple_loss=0.2911, pruned_loss=0.0578, over 12458.00 frames. utt_duration=907.6 frames, utt_pad_proportion=0.02719, over 55.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2988, pruned_loss=0.06599, over 2473325.24 frames. utt_duration=596.2 frames, utt_pad_proportion=0.05375, over 16636.32 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2996, pruned_loss=0.06209, over 1903625.71 frames. utt_duration=1211 frames, utt_pad_proportion=0.07227, over 6296.17 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2979, pruned_loss=0.06612, over 2473343.98 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05258, over 17555.67 utterances.], batch size: 55, lr: 4.43e-04
2022-08-24 16:25:04,886 INFO [train.py:927] (4/8) Epoch 8, batch 3100, libri_loss[loss=0.1954, simple_loss=0.2872, pruned_loss=0.05182, over 12220.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006821, over 31.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2991, pruned_loss=0.066, over 2473003.96 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05504, over 17267.69 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2997, pruned_loss=0.06197, over 1917588.53 frames. utt_duration=1215 frames, utt_pad_proportion=0.07062, over 6322.38 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2983, pruned_loss=0.06629, over 2473156.17 frames. utt_duration=543.8 frames, utt_pad_proportion=0.05448, over 18243.02 utterances.], batch size: 31, lr: 4.43e-04
2022-08-24 16:26:45,391 INFO [train.py:927] (4/8) Epoch 8, batch 3150, libri_loss[loss=0.1931, simple_loss=0.2892, pruned_loss=0.04848, over 12293.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005656, over 32.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2976, pruned_loss=0.06676, over 2472332.91 frames. utt_duration=564.4 frames, utt_pad_proportion=0.05868, over 17568.72 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2994, pruned_loss=0.06202, over 1930921.71 frames. utt_duration=1223 frames, utt_pad_proportion=0.06904, over 6323.28 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2972, pruned_loss=0.06706, over 2472844.18 frames. utt_duration=533 frames, utt_pad_proportion=0.05848, over 18610.23 utterances.], batch size: 32, lr: 4.43e-04
2022-08-24 16:28:26,157 INFO [train.py:927] (4/8) Epoch 8, batch 3200, giga_loss[loss=0.2096, simple_loss=0.2975, pruned_loss=0.06087, over 12427.00 frames. utt_duration=437.6 frames, utt_pad_proportion=0.04451, over 114.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2952, pruned_loss=0.06619, over 2472294.19 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05903, over 17614.93 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2994, pruned_loss=0.06202, over 1936237.79 frames. utt_duration=1226 frames, utt_pad_proportion=0.0684, over 6325.05 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2948, pruned_loss=0.06648, over 2472779.38 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05902, over 18530.90 utterances.], batch size: 114, lr: 4.43e-04
2022-08-24 16:30:08,576 INFO [train.py:927] (4/8) Epoch 8, batch 3250, giga_loss[loss=0.1972, simple_loss=0.2759, pruned_loss=0.05921, over 12369.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03097, over 97.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2925, pruned_loss=0.06495, over 2473020.46 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05612, over 17529.04 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2991, pruned_loss=0.062, over 1952070.36 frames. utt_duration=1234 frames, utt_pad_proportion=0.06655, over 6333.28 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2922, pruned_loss=0.06529, over 2473457.78 frames. utt_duration=534.2 frames, utt_pad_proportion=0.05674, over 18574.12 utterances.], batch size: 97, lr: 4.43e-04
2022-08-24 16:31:50,304 INFO [train.py:927] (4/8) Epoch 8, batch 3300, giga_loss[loss=0.241, simple_loss=0.3116, pruned_loss=0.08519, over 12364.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1972, over 366.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2899, pruned_loss=0.06388, over 2473388.54 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05632, over 17449.48 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2991, pruned_loss=0.06202, over 1959637.54 frames. utt_duration=1236 frames, utt_pad_proportion=0.06568, over 6351.12 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2897, pruned_loss=0.06416, over 2473914.04 frames. utt_duration=539.3 frames, utt_pad_proportion=0.057, over 18399.92 utterances.], batch size: 366, lr: 4.43e-04
2022-08-24 16:33:31,561 INFO [train.py:927] (4/8) Epoch 8, batch 3350, giga_loss[loss=0.1927, simple_loss=0.2794, pruned_loss=0.05301, over 12463.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.0345, over 86.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2923, pruned_loss=0.06488, over 2472871.39 frames. utt_duration=572.6 frames, utt_pad_proportion=0.0542, over 17319.32 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2994, pruned_loss=0.06223, over 1967204.06 frames. utt_duration=1238 frames, utt_pad_proportion=0.06473, over 6364.76 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2918, pruned_loss=0.06498, over 2473374.66 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05508, over 18207.51 utterances.], batch size: 86, lr: 4.43e-04
2022-08-24 16:35:11,825 INFO [train.py:927] (4/8) Epoch 8, batch 3400, giga_loss[loss=0.2207, simple_loss=0.3158, pruned_loss=0.06273, over 12434.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04161, over 114.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.294, pruned_loss=0.06518, over 2473459.60 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05457, over 17142.77 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2993, pruned_loss=0.06233, over 1982290.87 frames. utt_duration=1244 frames, utt_pad_proportion=0.06298, over 6380.51 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2935, pruned_loss=0.06526, over 2473775.23 frames. utt_duration=547.5 frames, utt_pad_proportion=0.0557, over 18123.82 utterances.], batch size: 114, lr: 4.43e-04
2022-08-24 16:36:55,959 INFO [train.py:927] (4/8) Epoch 8, batch 3450, giga_loss[loss=0.2236, simple_loss=0.3075, pruned_loss=0.06984, over 12333.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0336, over 97.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2966, pruned_loss=0.06653, over 2473400.96 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05435, over 17364.34 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2994, pruned_loss=0.06259, over 1993912.80 frames. utt_duration=1250 frames, utt_pad_proportion=0.06153, over 6388.88 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.296, pruned_loss=0.0665, over 2474150.70 frames. utt_duration=539.6 frames, utt_pad_proportion=0.05565, over 18391.89 utterances.], batch size: 97, lr: 4.43e-04
2022-08-24 16:38:51,295 INFO [train.py:927] (4/8) Epoch 8, batch 3500, libri_loss[loss=0.1905, simple_loss=0.2769, pruned_loss=0.052, over 12222.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006557, over 31.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.302, pruned_loss=0.07084, over 2473391.42 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06201, over 17827.63 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2986, pruned_loss=0.0623, over 2012354.04 frames. utt_duration=1246 frames, utt_pad_proportion=0.06474, over 6469.03 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3021, pruned_loss=0.07127, over 2474376.66 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06146, over 18999.98 utterances.], batch size: 31, lr: 4.43e-04
2022-08-24 16:40:34,758 INFO [train.py:927] (4/8) Epoch 8, batch 3550, giga_loss[loss=0.3479, simple_loss=0.3951, pruned_loss=0.1503, over 12374.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3102, pruned_loss=0.07635, over 2473520.67 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07228, over 19605.90 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.299, pruned_loss=0.06241, over 2021102.29 frames. utt_duration=1247 frames, utt_pad_proportion=0.06387, over 6491.37 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3102, pruned_loss=0.07681, over 2474661.35 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07164, over 20734.52 utterances.], batch size: 257, lr: 4.43e-04
2022-08-24 16:42:19,191 INFO [train.py:927] (4/8) Epoch 8, batch 3600, giga_loss[loss=0.2659, simple_loss=0.3398, pruned_loss=0.09601, over 12377.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.0316, over 51.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3187, pruned_loss=0.08182, over 2473785.38 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07442, over 19861.75 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3009, pruned_loss=0.06251, over 2032186.18 frames. utt_duration=1251 frames, utt_pad_proportion=0.06232, over 6507.96 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3175, pruned_loss=0.08249, over 2474783.70 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07434, over 21047.06 utterances.], batch size: 51, lr: 4.43e-04
2022-08-24 16:44:03,079 INFO [train.py:927] (4/8) Epoch 8, batch 3650, giga_loss[loss=0.2657, simple_loss=0.3389, pruned_loss=0.09625, over 12431.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0306, over 80.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3212, pruned_loss=0.08367, over 2473088.02 frames. utt_duration=499.2 frames, utt_pad_proportion=0.0754, over 19874.50 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3006, pruned_loss=0.06229, over 2046914.03 frames. utt_duration=1254 frames, utt_pad_proportion=0.06122, over 6534.54 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.321, pruned_loss=0.08498, over 2474337.67 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07576, over 21222.07 utterances.], batch size: 80, lr: 4.43e-04
2022-08-24 16:45:52,048 INFO [train.py:927] (4/8) Epoch 8, batch 3700, giga_loss[loss=0.2577, simple_loss=0.3325, pruned_loss=0.09146, over 12192.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03351, over 42.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3251, pruned_loss=0.08808, over 2472640.53 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07654, over 20436.16 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3004, pruned_loss=0.06224, over 2053217.09 frames. utt_duration=1258 frames, utt_pad_proportion=0.06044, over 6537.53 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3255, pruned_loss=0.08945, over 2473697.40 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07702, over 21679.27 utterances.], batch size: 42, lr: 4.42e-04
2022-08-24 16:47:41,942 INFO [train.py:927] (4/8) Epoch 8, batch 3750, giga_loss[loss=0.2608, simple_loss=0.3327, pruned_loss=0.09443, over 12338.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03454, over 62.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3324, pruned_loss=0.09546, over 2473358.28 frames. utt_duration=469 frames, utt_pad_proportion=0.08233, over 21161.25 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3013, pruned_loss=0.06352, over 2069696.36 frames. utt_duration=1234 frames, utt_pad_proportion=0.06803, over 6718.52 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.333, pruned_loss=0.09664, over 2474228.72 frames. utt_duration=441 frames, utt_pad_proportion=0.08065, over 22514.30 utterances.], batch size: 62, lr: 4.42e-04
2022-08-24 16:49:28,401 INFO [train.py:927] (4/8) Epoch 8, batch 3800, giga_loss[loss=0.2443, simple_loss=0.3102, pruned_loss=0.08914, over 12123.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04334, over 33.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3353, pruned_loss=0.09953, over 2473358.09 frames. utt_duration=468.6 frames, utt_pad_proportion=0.08214, over 21176.85 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3013, pruned_loss=0.06383, over 2087511.66 frames. utt_duration=1238 frames, utt_pad_proportion=0.06623, over 6755.03 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3371, pruned_loss=0.1017, over 2474058.81 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08147, over 22842.99 utterances.], batch size: 33, lr: 4.42e-04
2022-08-24 16:51:11,225 INFO [train.py:927] (4/8) Epoch 8, batch 3850, giga_loss[loss=0.2891, simple_loss=0.3568, pruned_loss=0.1107, over 12405.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05013, over 161.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3368, pruned_loss=0.09966, over 2474043.82 frames. utt_duration=469.7 frames, utt_pad_proportion=0.08025, over 21133.75 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3013, pruned_loss=0.06383, over 2087511.66 frames. utt_duration=1238 frames, utt_pad_proportion=0.06623, over 6755.03 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3382, pruned_loss=0.1013, over 2474589.21 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07983, over 22430.52 utterances.], batch size: 161, lr: 4.42e-04
2022-08-24 16:52:58,620 INFO [train.py:927] (4/8) Epoch 8, batch 3900, giga_loss[loss=0.2398, simple_loss=0.3218, pruned_loss=0.0789, over 12422.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03949, over 123.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3368, pruned_loss=0.09891, over 2473947.38 frames. utt_duration=461.9 frames, utt_pad_proportion=0.08254, over 21489.79 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.301, pruned_loss=0.06374, over 2094923.40 frames. utt_duration=1242 frames, utt_pad_proportion=0.06506, over 6753.89 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3388, pruned_loss=0.101, over 2474608.76 frames. utt_duration=435.8 frames, utt_pad_proportion=0.0825, over 22790.12 utterances.], batch size: 123, lr: 4.42e-04
2022-08-24 16:54:48,120 INFO [train.py:927] (4/8) Epoch 8, batch 3950, giga_loss[loss=0.2522, simple_loss=0.3292, pruned_loss=0.08761, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03234, over 85.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3347, pruned_loss=0.09569, over 2473821.38 frames. utt_duration=464.6 frames, utt_pad_proportion=0.0773, over 21363.33 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3015, pruned_loss=0.06408, over 2103695.16 frames. utt_duration=1247 frames, utt_pad_proportion=0.06362, over 6756.11 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3367, pruned_loss=0.09781, over 2474886.27 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07804, over 22735.68 utterances.], batch size: 85, lr: 4.42e-04
2022-08-24 16:56:33,984 INFO [train.py:927] (4/8) Epoch 8, batch 4000, libri_loss[loss=0.2168, simple_loss=0.3043, pruned_loss=0.06462, over 12407.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02326, over 43.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3302, pruned_loss=0.09193, over 2474072.42 frames. utt_duration=459 frames, utt_pad_proportion=0.08159, over 21628.58 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3016, pruned_loss=0.06411, over 2116305.27 frames. utt_duration=1248 frames, utt_pad_proportion=0.06194, over 6793.01 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3327, pruned_loss=0.09457, over 2475066.59 frames. utt_duration=428.6 frames, utt_pad_proportion=0.08256, over 23176.78 utterances.], batch size: 43, lr: 4.42e-04
2022-08-24 16:58:20,467 INFO [train.py:927] (4/8) Epoch 8, batch 4050, giga_loss[loss=0.2666, simple_loss=0.336, pruned_loss=0.09857, over 12377.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02655, over 48.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3296, pruned_loss=0.09173, over 2474635.49 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07946, over 21691.26 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3018, pruned_loss=0.06425, over 2119693.99 frames. utt_duration=1235 frames, utt_pad_proportion=0.06637, over 6875.66 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3317, pruned_loss=0.09393, over 2475564.76 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07938, over 22962.77 utterances.], batch size: 48, lr: 4.42e-04
2022-08-24 17:00:17,647 INFO [train.py:927] (4/8) Epoch 8, batch 4100, giga_loss[loss=0.2222, simple_loss=0.3156, pruned_loss=0.06446, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03317, over 75.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3294, pruned_loss=0.09099, over 2474126.90 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07993, over 21300.84 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3023, pruned_loss=0.06435, over 2125032.22 frames. utt_duration=1227 frames, utt_pad_proportion=0.06714, over 6936.36 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.331, pruned_loss=0.09302, over 2474826.41 frames. utt_duration=442.5 frames, utt_pad_proportion=0.0797, over 22446.86 utterances.], batch size: 75, lr: 4.42e-04
2022-08-24 17:02:04,550 INFO [train.py:927] (4/8) Epoch 8, batch 4150, libri_loss[loss=0.2206, simple_loss=0.313, pruned_loss=0.0641, over 12322.00 frames. utt_duration=759.7 frames, utt_pad_proportion=0.1367, over 65.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3291, pruned_loss=0.08835, over 2473979.09 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07728, over 20957.94 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3025, pruned_loss=0.06446, over 2135187.70 frames. utt_duration=1223 frames, utt_pad_proportion=0.06695, over 6993.92 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.331, pruned_loss=0.09058, over 2474710.84 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07741, over 22221.24 utterances.], batch size: 65, lr: 4.42e-04
2022-08-24 17:03:50,927 INFO [train.py:927] (4/8) Epoch 8, batch 4200, giga_loss[loss=0.2763, simple_loss=0.3515, pruned_loss=0.1006, over 12423.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06154, over 183.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3277, pruned_loss=0.08743, over 2474043.94 frames. utt_duration=475 frames, utt_pad_proportion=0.07568, over 20896.95 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3024, pruned_loss=0.06459, over 2144982.59 frames. utt_duration=1230 frames, utt_pad_proportion=0.06554, over 6985.09 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.33, pruned_loss=0.08978, over 2474864.93 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07638, over 22313.65 utterances.], batch size: 183, lr: 4.42e-04
2022-08-24 17:05:38,800 INFO [train.py:927] (4/8) Epoch 8, batch 4250, giga_loss[loss=0.262, simple_loss=0.3226, pruned_loss=0.1007, over 12405.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04649, over 31.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.325, pruned_loss=0.0867, over 2474364.78 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07335, over 20749.22 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3022, pruned_loss=0.06445, over 2151609.34 frames. utt_duration=1230 frames, utt_pad_proportion=0.06477, over 7003.12 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3275, pruned_loss=0.08908, over 2474962.09 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07431, over 22098.94 utterances.], batch size: 31, lr: 4.42e-04
2022-08-24 17:07:28,449 INFO [train.py:927] (4/8) Epoch 8, batch 4300, giga_loss[loss=0.2399, simple_loss=0.3188, pruned_loss=0.0805, over 12420.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03509, over 113.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3239, pruned_loss=0.08549, over 2475114.60 frames. utt_duration=497 frames, utt_pad_proportion=0.06953, over 19977.66 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.302, pruned_loss=0.06437, over 2154929.17 frames. utt_duration=1233 frames, utt_pad_proportion=0.06424, over 7000.07 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3261, pruned_loss=0.08759, over 2475505.15 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07069, over 21149.41 utterances.], batch size: 113, lr: 4.42e-04
2022-08-24 17:09:13,536 INFO [train.py:927] (4/8) Epoch 8, batch 4350, giga_loss[loss=0.2491, simple_loss=0.3326, pruned_loss=0.08277, over 12330.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03493, over 62.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3237, pruned_loss=0.08453, over 2475063.25 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07211, over 20148.84 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3025, pruned_loss=0.06451, over 2159536.72 frames. utt_duration=1235 frames, utt_pad_proportion=0.06369, over 7004.10 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3253, pruned_loss=0.08636, over 2475516.41 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07311, over 21247.06 utterances.], batch size: 62, lr: 4.42e-04
2022-08-24 17:11:01,968 INFO [train.py:927] (4/8) Epoch 8, batch 4400, giga_loss[loss=0.2906, simple_loss=0.3491, pruned_loss=0.1161, over 12389.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02793, over 85.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3211, pruned_loss=0.0832, over 2474241.48 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07382, over 20064.46 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3026, pruned_loss=0.06453, over 2165358.80 frames. utt_duration=1239 frames, utt_pad_proportion=0.06262, over 6998.03 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3228, pruned_loss=0.085, over 2475033.28 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07495, over 21195.56 utterances.], batch size: 85, lr: 4.42e-04
2022-08-24 17:12:48,681 INFO [train.py:927] (4/8) Epoch 8, batch 4450, giga_loss[loss=0.2431, simple_loss=0.3057, pruned_loss=0.09027, over 12158.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.03903, over 28.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3192, pruned_loss=0.08303, over 2473330.05 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07797, over 20378.09 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3025, pruned_loss=0.0644, over 2171463.86 frames. utt_duration=1243 frames, utt_pad_proportion=0.06154, over 6997.01 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3209, pruned_loss=0.0849, over 2473976.53 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07905, over 21516.42 utterances.], batch size: 28, lr: 4.42e-04
2022-08-24 17:14:36,315 INFO [train.py:927] (4/8) Epoch 8, batch 4500, libri_loss[loss=0.1792, simple_loss=0.2663, pruned_loss=0.04601, over 12411.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00745, over 30.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3178, pruned_loss=0.08283, over 2473780.81 frames. utt_duration=486.5 frames, utt_pad_proportion=0.0745, over 20401.02 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3024, pruned_loss=0.06443, over 2174520.67 frames. utt_duration=1245 frames, utt_pad_proportion=0.06103, over 6995.03 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3194, pruned_loss=0.08447, over 2474245.85 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07571, over 21424.14 utterances.], batch size: 30, lr: 4.42e-04
2022-08-24 17:16:22,896 INFO [train.py:927] (4/8) Epoch 8, batch 4550, giga_loss[loss=0.2247, simple_loss=0.3049, pruned_loss=0.07229, over 12455.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.034, over 43.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3181, pruned_loss=0.08267, over 2474367.09 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07601, over 20606.66 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3031, pruned_loss=0.06461, over 2182025.92 frames. utt_duration=1235 frames, utt_pad_proportion=0.06443, over 7076.70 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3191, pruned_loss=0.08425, over 2474648.68 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07605, over 21658.84 utterances.], batch size: 43, lr: 4.41e-04
2022-08-24 17:18:05,662 INFO [train.py:927] (4/8) Epoch 8, batch 4600, giga_loss[loss=0.2443, simple_loss=0.3255, pruned_loss=0.08154, over 12432.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03874, over 123.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3173, pruned_loss=0.08189, over 2474933.05 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07785, over 20620.09 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3026, pruned_loss=0.06442, over 2197723.67 frames. utt_duration=1238 frames, utt_pad_proportion=0.06255, over 7106.98 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3192, pruned_loss=0.08423, over 2475164.80 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07858, over 22134.68 utterances.], batch size: 123, lr: 4.41e-04
2022-08-24 17:19:51,335 INFO [train.py:927] (4/8) Epoch 8, batch 4650, giga_loss[loss=0.2146, simple_loss=0.3063, pruned_loss=0.06142, over 12472.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02931, over 55.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3167, pruned_loss=0.0813, over 2475475.88 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07775, over 20627.83 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3023, pruned_loss=0.0643, over 2204514.20 frames. utt_duration=1239 frames, utt_pad_proportion=0.06201, over 7125.33 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3188, pruned_loss=0.08361, over 2475712.84 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07859, over 22100.52 utterances.], batch size: 55, lr: 4.41e-04
2022-08-24 17:21:36,344 INFO [train.py:927] (4/8) Epoch 8, batch 4700, giga_loss[loss=0.2563, simple_loss=0.332, pruned_loss=0.09028, over 12383.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02705, over 91.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3194, pruned_loss=0.08359, over 2475114.97 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07609, over 20929.08 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3029, pruned_loss=0.06469, over 2212116.68 frames. utt_duration=1240 frames, utt_pad_proportion=0.0609, over 7143.23 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.321, pruned_loss=0.08557, over 2475666.74 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07733, over 22459.02 utterances.], batch size: 91, lr: 4.41e-04
2022-08-24 17:23:20,113 INFO [train.py:927] (4/8) Epoch 8, batch 4750, giga_loss[loss=0.2347, simple_loss=0.3016, pruned_loss=0.08392, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03918, over 40.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3203, pruned_loss=0.08541, over 2475467.38 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07514, over 20802.58 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3029, pruned_loss=0.06478, over 2222036.81 frames. utt_duration=1246 frames, utt_pad_proportion=0.05887, over 7143.67 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3221, pruned_loss=0.08765, over 2476293.57 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07695, over 22532.10 utterances.], batch size: 40, lr: 4.41e-04
2022-08-24 17:25:04,478 INFO [train.py:927] (4/8) Epoch 8, batch 4800, libri_loss[loss=0.2164, simple_loss=0.3022, pruned_loss=0.0653, over 12396.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008785, over 38.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3215, pruned_loss=0.08659, over 2475027.46 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07601, over 21031.70 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3029, pruned_loss=0.06482, over 2229097.08 frames. utt_duration=1251 frames, utt_pad_proportion=0.05738, over 7135.46 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3235, pruned_loss=0.08896, over 2476104.87 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07797, over 22814.90 utterances.], batch size: 38, lr: 4.41e-04
2022-08-24 17:26:47,721 INFO [train.py:927] (4/8) Epoch 8, batch 4850, giga_loss[loss=0.2142, simple_loss=0.3012, pruned_loss=0.06364, over 12444.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03488, over 98.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3199, pruned_loss=0.08431, over 2473682.69 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07866, over 20777.56 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3021, pruned_loss=0.06447, over 2235615.24 frames. utt_duration=1260 frames, utt_pad_proportion=0.05619, over 7104.86 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3227, pruned_loss=0.08705, over 2475220.68 frames. utt_duration=439.3 frames, utt_pad_proportion=0.08057, over 22613.71 utterances.], batch size: 98, lr: 4.41e-04
2022-08-24 17:28:34,514 INFO [train.py:927] (4/8) Epoch 8, batch 4900, giga_loss[loss=0.2327, simple_loss=0.304, pruned_loss=0.08068, over 12391.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03955, over 37.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3175, pruned_loss=0.08246, over 2474214.87 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07566, over 19924.27 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3022, pruned_loss=0.06457, over 2242510.06 frames. utt_duration=1250 frames, utt_pad_proportion=0.05935, over 7183.65 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3201, pruned_loss=0.08508, over 2475600.20 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07689, over 21673.48 utterances.], batch size: 37, lr: 4.41e-04
2022-08-24 17:30:18,590 INFO [train.py:927] (4/8) Epoch 8, batch 4950, giga_loss[loss=0.223, simple_loss=0.3019, pruned_loss=0.07211, over 12436.00 frames. utt_duration=905.9 frames, utt_pad_proportion=0.03211, over 55.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3171, pruned_loss=0.08293, over 2474450.72 frames. utt_duration=505.8 frames, utt_pad_proportion=0.07272, over 19626.14 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3022, pruned_loss=0.06469, over 2253277.10 frames. utt_duration=1256 frames, utt_pad_proportion=0.0573, over 7182.68 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3199, pruned_loss=0.08579, over 2476115.49 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07479, over 21638.50 utterances.], batch size: 55, lr: 4.41e-04
2022-08-24 17:32:06,111 INFO [train.py:927] (4/8) Epoch 8, batch 5000, giga_loss[loss=0.2579, simple_loss=0.3396, pruned_loss=0.08816, over 12393.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03895, over 113.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3194, pruned_loss=0.08321, over 2474816.90 frames. utt_duration=520.3 frames, utt_pad_proportion=0.07152, over 19081.76 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3023, pruned_loss=0.06467, over 2260980.41 frames. utt_duration=1248 frames, utt_pad_proportion=0.06028, over 7253.07 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.322, pruned_loss=0.08612, over 2476107.03 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07271, over 21023.83 utterances.], batch size: 113, lr: 4.41e-04
2022-08-24 17:33:49,818 INFO [train.py:927] (4/8) Epoch 8, batch 5050, giga_loss[loss=0.2613, simple_loss=0.3399, pruned_loss=0.09131, over 12376.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05266, over 161.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3221, pruned_loss=0.08311, over 2474606.44 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06919, over 19294.11 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3024, pruned_loss=0.06461, over 2267090.83 frames. utt_duration=1254 frames, utt_pad_proportion=0.05896, over 7240.50 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3247, pruned_loss=0.08602, over 2475868.61 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07084, over 21196.87 utterances.], batch size: 161, lr: 4.41e-04
2022-08-24 17:35:34,190 INFO [train.py:927] (4/8) Epoch 8, batch 5100, libri_loss[loss=0.2865, simple_loss=0.3617, pruned_loss=0.1056, over 12416.00 frames. utt_duration=422.5 frames, utt_pad_proportion=0.3419, over 118.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3229, pruned_loss=0.0838, over 2474914.77 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06831, over 18997.31 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3024, pruned_loss=0.06463, over 2270088.24 frames. utt_duration=1243 frames, utt_pad_proportion=0.06311, over 7310.99 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3252, pruned_loss=0.0863, over 2475989.88 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06828, over 20589.10 utterances.], batch size: 118, lr: 4.41e-04
2022-08-24 17:37:21,273 INFO [train.py:927] (4/8) Epoch 8, batch 5150, giga_loss[loss=0.2798, simple_loss=0.3554, pruned_loss=0.1021, over 12376.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05217, over 161.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3237, pruned_loss=0.08478, over 2474821.55 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06818, over 19012.66 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3024, pruned_loss=0.06468, over 2278609.47 frames. utt_duration=1245 frames, utt_pad_proportion=0.06097, over 7328.49 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3263, pruned_loss=0.08755, over 2476168.83 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06895, over 20758.80 utterances.], batch size: 161, lr: 4.41e-04
2022-08-24 17:39:05,970 INFO [train.py:927] (4/8) Epoch 8, batch 5200, giga_loss[loss=0.3307, simple_loss=0.3705, pruned_loss=0.1455, over 12360.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1092, over 259.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3212, pruned_loss=0.08427, over 2474227.58 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06424, over 18776.39 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3021, pruned_loss=0.06445, over 2285902.97 frames. utt_duration=1249 frames, utt_pad_proportion=0.05914, over 7329.08 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3243, pruned_loss=0.0874, over 2475682.37 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06582, over 20593.95 utterances.], batch size: 259, lr: 4.41e-04
2022-08-24 17:40:54,249 INFO [train.py:927] (4/8) Epoch 8, batch 5250, giga_loss[loss=0.2079, simple_loss=0.2866, pruned_loss=0.06459, over 12456.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04179, over 31.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3215, pruned_loss=0.08495, over 2474422.71 frames. utt_duration=493.8 frames, utt_pad_proportion=0.0716, over 20103.85 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3028, pruned_loss=0.06446, over 2288765.45 frames. utt_duration=1252 frames, utt_pad_proportion=0.05843, over 7318.17 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3236, pruned_loss=0.08768, over 2475522.98 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0725, over 21710.65 utterances.], batch size: 31, lr: 4.41e-04
2022-08-24 17:42:39,020 INFO [train.py:927] (4/8) Epoch 8, batch 5300, giga_loss[loss=0.2677, simple_loss=0.3279, pruned_loss=0.1037, over 12433.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04283, over 31.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3192, pruned_loss=0.08372, over 2474635.61 frames. utt_duration=514.2 frames, utt_pad_proportion=0.07102, over 19304.04 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3027, pruned_loss=0.06434, over 2292358.20 frames. utt_duration=1256 frames, utt_pad_proportion=0.05748, over 7307.94 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3213, pruned_loss=0.08638, over 2475592.26 frames. utt_duration=477 frames, utt_pad_proportion=0.0722, over 20824.74 utterances.], batch size: 31, lr: 4.41e-04
2022-08-24 17:44:23,261 INFO [train.py:927] (4/8) Epoch 8, batch 5350, giga_loss[loss=0.2655, simple_loss=0.3328, pruned_loss=0.09908, over 12394.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05876, over 182.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3194, pruned_loss=0.08405, over 2474562.27 frames. utt_duration=511 frames, utt_pad_proportion=0.06922, over 19427.04 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3026, pruned_loss=0.06438, over 2294705.88 frames. utt_duration=1260 frames, utt_pad_proportion=0.05681, over 7295.38 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3214, pruned_loss=0.08638, over 2475671.96 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07053, over 20804.23 utterances.], batch size: 182, lr: 4.41e-04
2022-08-24 17:46:10,325 INFO [train.py:927] (4/8) Epoch 8, batch 5400, giga_loss[loss=0.3242, simple_loss=0.3718, pruned_loss=0.1383, over 12389.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3203, pruned_loss=0.08476, over 2473315.24 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07131, over 19959.56 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3021, pruned_loss=0.06405, over 2299716.65 frames. utt_duration=1262 frames, utt_pad_proportion=0.05655, over 7298.13 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3228, pruned_loss=0.08744, over 2474498.54 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07242, over 21396.25 utterances.], batch size: 259, lr: 4.41e-04
2022-08-24 17:47:55,134 INFO [train.py:927] (4/8) Epoch 8, batch 5450, giga_loss[loss=0.2483, simple_loss=0.3301, pruned_loss=0.08322, over 12396.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03349, over 122.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3218, pruned_loss=0.08389, over 2473076.31 frames. utt_duration=513.9 frames, utt_pad_proportion=0.069, over 19305.96 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3026, pruned_loss=0.06431, over 2304121.54 frames. utt_duration=1259 frames, utt_pad_proportion=0.05627, over 7330.45 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3238, pruned_loss=0.08626, over 2473915.22 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07028, over 20705.65 utterances.], batch size: 122, lr: 4.40e-04
2022-08-24 17:49:46,315 INFO [train.py:927] (4/8) Epoch 8, batch 5500, giga_loss[loss=0.2369, simple_loss=0.319, pruned_loss=0.0774, over 12318.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03513, over 51.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3228, pruned_loss=0.08284, over 2473798.89 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06487, over 18542.88 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3022, pruned_loss=0.06403, over 2310923.51 frames. utt_duration=1265 frames, utt_pad_proportion=0.05464, over 7313.64 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3254, pruned_loss=0.08565, over 2474368.25 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06694, over 20104.07 utterances.], batch size: 51, lr: 4.40e-04
2022-08-24 17:51:28,938 INFO [train.py:927] (4/8) Epoch 8, batch 5550, giga_loss[loss=0.2725, simple_loss=0.345, pruned_loss=0.09998, over 12362.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.0319, over 97.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3237, pruned_loss=0.08381, over 2474004.16 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06392, over 18328.35 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3021, pruned_loss=0.06403, over 2313286.25 frames. utt_duration=1254 frames, utt_pad_proportion=0.05851, over 7389.17 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3262, pruned_loss=0.08633, over 2474524.47 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06452, over 19653.93 utterances.], batch size: 97, lr: 4.40e-04
2022-08-24 17:53:14,162 INFO [train.py:927] (4/8) Epoch 8, batch 5600, giga_loss[loss=0.2393, simple_loss=0.3229, pruned_loss=0.07786, over 12331.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03076, over 85.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3251, pruned_loss=0.08577, over 2474046.09 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06913, over 19755.12 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3017, pruned_loss=0.06385, over 2317929.07 frames. utt_duration=1260 frames, utt_pad_proportion=0.05716, over 7364.76 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.328, pruned_loss=0.08853, over 2474563.96 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06974, over 21149.93 utterances.], batch size: 85, lr: 4.40e-04
2022-08-24 17:54:59,615 INFO [train.py:927] (4/8) Epoch 8, batch 5650, giga_loss[loss=0.2696, simple_loss=0.342, pruned_loss=0.0986, over 12436.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05417, over 162.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3249, pruned_loss=0.08454, over 2474341.44 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06926, over 19609.65 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3017, pruned_loss=0.0639, over 2321572.28 frames. utt_duration=1264 frames, utt_pad_proportion=0.056, over 7355.72 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3277, pruned_loss=0.08715, over 2474940.60 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07018, over 21000.85 utterances.], batch size: 162, lr: 4.40e-04
2022-08-24 17:56:47,218 INFO [train.py:927] (4/8) Epoch 8, batch 5700, libri_loss[loss=0.2031, simple_loss=0.3036, pruned_loss=0.0513, over 12399.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006904, over 31.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3263, pruned_loss=0.08595, over 2473873.11 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07263, over 20441.74 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3014, pruned_loss=0.06376, over 2323800.55 frames. utt_duration=1268 frames, utt_pad_proportion=0.0555, over 7341.42 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3291, pruned_loss=0.08844, over 2474389.66 frames. utt_duration=457 frames, utt_pad_proportion=0.07336, over 21727.16 utterances.], batch size: 31, lr: 4.40e-04
2022-08-24 17:58:33,501 INFO [train.py:927] (4/8) Epoch 8, batch 5750, giga_loss[loss=0.2676, simple_loss=0.3296, pruned_loss=0.1028, over 12327.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2031, over 368.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.326, pruned_loss=0.08595, over 2474328.42 frames. utt_duration=482 frames, utt_pad_proportion=0.07525, over 20598.09 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3026, pruned_loss=0.06385, over 2325258.44 frames. utt_duration=1269 frames, utt_pad_proportion=0.05503, over 7339.02 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3274, pruned_loss=0.08801, over 2474755.80 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07587, over 21722.17 utterances.], batch size: 368, lr: 4.40e-04
2022-08-24 18:00:20,500 INFO [train.py:927] (4/8) Epoch 8, batch 5800, giga_loss[loss=0.2411, simple_loss=0.3155, pruned_loss=0.08334, over 12319.00 frames. utt_duration=625.4 frames, utt_pad_proportion=0.02883, over 79.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3233, pruned_loss=0.08454, over 2474327.32 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07385, over 20204.28 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3026, pruned_loss=0.06365, over 2327942.67 frames. utt_duration=1269 frames, utt_pad_proportion=0.05456, over 7348.15 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3248, pruned_loss=0.08675, over 2474933.00 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07473, over 21333.77 utterances.], batch size: 79, lr: 4.40e-04
2022-08-24 18:02:04,231 INFO [train.py:927] (4/8) Epoch 8, batch 5850, libri_loss[loss=0.2319, simple_loss=0.3218, pruned_loss=0.071, over 12455.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009335, over 39.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3218, pruned_loss=0.08452, over 2474963.45 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07619, over 20565.68 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3029, pruned_loss=0.06382, over 2331348.06 frames. utt_duration=1255 frames, utt_pad_proportion=0.0586, over 7440.16 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3233, pruned_loss=0.08662, over 2475659.64 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07582, over 21681.12 utterances.], batch size: 39, lr: 4.40e-04
2022-08-24 18:03:46,406 INFO [train.py:927] (4/8) Epoch 8, batch 5900, giga_loss[loss=0.2169, simple_loss=0.3057, pruned_loss=0.06405, over 12376.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04191, over 133.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3186, pruned_loss=0.08184, over 2474586.43 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07474, over 20667.60 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3023, pruned_loss=0.06353, over 2334146.93 frames. utt_duration=1261 frames, utt_pad_proportion=0.05765, over 7411.45 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3207, pruned_loss=0.08419, over 2475812.55 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07495, over 21879.31 utterances.], batch size: 133, lr: 4.40e-04
2022-08-24 18:05:34,825 INFO [train.py:927] (4/8) Epoch 8, batch 5950, giga_loss[loss=0.2424, simple_loss=0.3239, pruned_loss=0.08048, over 12421.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04179, over 146.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3166, pruned_loss=0.08014, over 2475069.41 frames. utt_duration=467 frames, utt_pad_proportion=0.0763, over 21266.35 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3021, pruned_loss=0.06348, over 2337561.96 frames. utt_duration=1250 frames, utt_pad_proportion=0.06125, over 7487.91 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3187, pruned_loss=0.08243, over 2476086.15 frames. utt_duration=442.3 frames, utt_pad_proportion=0.0755, over 22467.20 utterances.], batch size: 146, lr: 4.40e-04
2022-08-24 18:07:20,892 INFO [train.py:927] (4/8) Epoch 8, batch 6000, libri_loss[loss=0.2115, simple_loss=0.3045, pruned_loss=0.05922, over 12395.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03645, over 46.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3142, pruned_loss=0.07932, over 2474985.92 frames. utt_duration=484.7 frames, utt_pad_proportion=0.0747, over 20485.76 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3024, pruned_loss=0.06348, over 2342443.57 frames. utt_duration=1250 frames, utt_pad_proportion=0.05975, over 7505.51 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3161, pruned_loss=0.08169, over 2475671.36 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0748, over 21878.03 utterances.], batch size: 46, lr: 4.40e-04
2022-08-24 18:07:20,894 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 18:07:35,603 INFO [train.py:967] (4/8) Epoch 8, validation: loss=0.1868, simple_loss=0.293, pruned_loss=0.0403, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 18:09:18,181 INFO [train.py:927] (4/8) Epoch 8, batch 6050, libri_loss[loss=0.2095, simple_loss=0.3005, pruned_loss=0.05924, over 12293.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.008682, over 28.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3161, pruned_loss=0.08079, over 2475268.58 frames. utt_duration=464 frames, utt_pad_proportion=0.07795, over 21406.27 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3026, pruned_loss=0.06352, over 2343583.33 frames. utt_duration=1251 frames, utt_pad_proportion=0.05936, over 7499.44 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3175, pruned_loss=0.08279, over 2475976.37 frames. utt_duration=439 frames, utt_pad_proportion=0.07805, over 22635.85 utterances.], batch size: 28, lr: 4.40e-04
2022-08-24 18:11:03,438 INFO [train.py:927] (4/8) Epoch 8, batch 6100, giga_loss[loss=0.2941, simple_loss=0.3491, pruned_loss=0.1195, over 12436.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05374, over 162.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3183, pruned_loss=0.08296, over 2475500.27 frames. utt_duration=442.7 frames, utt_pad_proportion=0.08272, over 22441.15 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3028, pruned_loss=0.06358, over 2345522.92 frames. utt_duration=1254 frames, utt_pad_proportion=0.05869, over 7489.05 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3194, pruned_loss=0.08473, over 2476095.74 frames. utt_duration=420.8 frames, utt_pad_proportion=0.08287, over 23620.34 utterances.], batch size: 162, lr: 4.40e-04
2022-08-24 18:12:48,811 INFO [train.py:927] (4/8) Epoch 8, batch 6150, giga_loss[loss=0.2388, simple_loss=0.3198, pruned_loss=0.0789, over 12301.00 frames. utt_duration=912.4 frames, utt_pad_proportion=0.02527, over 54.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3181, pruned_loss=0.0836, over 2475134.91 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08432, over 22090.11 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3028, pruned_loss=0.0638, over 2349806.05 frames. utt_duration=1248 frames, utt_pad_proportion=0.06186, over 7537.72 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3194, pruned_loss=0.08543, over 2475753.71 frames. utt_duration=423.7 frames, utt_pad_proportion=0.0837, over 23456.41 utterances.], batch size: 54, lr: 4.40e-04
2022-08-24 18:14:35,825 INFO [train.py:927] (4/8) Epoch 8, batch 6200, giga_loss[loss=0.226, simple_loss=0.3075, pruned_loss=0.07228, over 12377.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02798, over 70.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3187, pruned_loss=0.08355, over 2474481.17 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07931, over 20840.79 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3021, pruned_loss=0.06344, over 2356043.01 frames. utt_duration=1259 frames, utt_pad_proportion=0.05944, over 7493.71 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3212, pruned_loss=0.08636, over 2475416.37 frames. utt_duration=437.6 frames, utt_pad_proportion=0.0802, over 22703.63 utterances.], batch size: 70, lr: 4.40e-04
2022-08-24 18:16:22,560 INFO [train.py:927] (4/8) Epoch 8, batch 6250, giga_loss[loss=0.3012, simple_loss=0.3654, pruned_loss=0.1185, over 12389.00 frames. utt_duration=311 frames, utt_pad_proportion=0.04607, over 160.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3197, pruned_loss=0.0846, over 2474925.45 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07807, over 21212.74 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3017, pruned_loss=0.06322, over 2359668.46 frames. utt_duration=1253 frames, utt_pad_proportion=0.06006, over 7542.63 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3226, pruned_loss=0.08761, over 2475583.01 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07886, over 23035.82 utterances.], batch size: 160, lr: 4.40e-04
2022-08-24 18:18:08,336 INFO [train.py:927] (4/8) Epoch 8, batch 6300, libri_loss[loss=0.2404, simple_loss=0.3327, pruned_loss=0.07407, over 12429.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02239, over 43.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3215, pruned_loss=0.08476, over 2475504.50 frames. utt_duration=435.9 frames, utt_pad_proportion=0.084, over 22792.83 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3016, pruned_loss=0.06324, over 2364031.21 frames. utt_duration=1241 frames, utt_pad_proportion=0.06365, over 7627.23 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3245, pruned_loss=0.08794, over 2476166.91 frames. utt_duration=402 frames, utt_pad_proportion=0.08345, over 24724.62 utterances.], batch size: 43, lr: 4.39e-04
2022-08-24 18:19:56,369 INFO [train.py:927] (4/8) Epoch 8, batch 6350, giga_loss[loss=0.238, simple_loss=0.3189, pruned_loss=0.07858, over 12356.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0395, over 113.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3194, pruned_loss=0.08348, over 2475821.89 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07947, over 21529.82 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.301, pruned_loss=0.06287, over 2366352.52 frames. utt_duration=1247 frames, utt_pad_proportion=0.06248, over 7598.91 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3227, pruned_loss=0.08678, over 2476739.93 frames. utt_duration=424.7 frames, utt_pad_proportion=0.07977, over 23408.84 utterances.], batch size: 113, lr: 4.39e-04
2022-08-24 18:21:44,355 INFO [train.py:927] (4/8) Epoch 8, batch 6400, giga_loss[loss=0.2538, simple_loss=0.3319, pruned_loss=0.08789, over 12374.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03027, over 85.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3195, pruned_loss=0.08433, over 2475282.67 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07725, over 21326.47 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3009, pruned_loss=0.06276, over 2368267.95 frames. utt_duration=1249 frames, utt_pad_proportion=0.06159, over 7594.04 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3225, pruned_loss=0.08743, over 2476245.91 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07801, over 23076.90 utterances.], batch size: 85, lr: 4.39e-04
2022-08-24 18:23:30,027 INFO [train.py:927] (4/8) Epoch 8, batch 6450, giga_loss[loss=0.2753, simple_loss=0.344, pruned_loss=0.1033, over 12383.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02713, over 91.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3188, pruned_loss=0.08431, over 2475404.07 frames. utt_duration=467 frames, utt_pad_proportion=0.07493, over 21269.55 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3007, pruned_loss=0.06263, over 2369922.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.06101, over 7587.16 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3216, pruned_loss=0.08717, over 2476113.95 frames. utt_duration=435 frames, utt_pad_proportion=0.07593, over 22843.32 utterances.], batch size: 91, lr: 4.39e-04
2022-08-24 18:25:17,834 INFO [train.py:927] (4/8) Epoch 8, batch 6500, giga_loss[loss=0.2308, simple_loss=0.3032, pruned_loss=0.0792, over 12347.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0331, over 97.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3186, pruned_loss=0.08434, over 2475443.50 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07261, over 20697.97 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3007, pruned_loss=0.06265, over 2372473.80 frames. utt_duration=1237 frames, utt_pad_proportion=0.06498, over 7681.61 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3213, pruned_loss=0.08712, over 2476079.60 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07261, over 22184.65 utterances.], batch size: 97, lr: 4.39e-04
2022-08-24 18:27:01,410 INFO [train.py:927] (4/8) Epoch 8, batch 6550, giga_loss[loss=0.2759, simple_loss=0.3462, pruned_loss=0.1028, over 12381.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3208, pruned_loss=0.0862, over 2475344.43 frames. utt_duration=472.1 frames, utt_pad_proportion=0.0721, over 21038.26 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3003, pruned_loss=0.06258, over 2374348.53 frames. utt_duration=1242 frames, utt_pad_proportion=0.06413, over 7653.20 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3236, pruned_loss=0.08887, over 2475992.45 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07241, over 22476.06 utterances.], batch size: 183, lr: 4.39e-04
2022-08-24 18:28:45,361 INFO [train.py:927] (4/8) Epoch 8, batch 6600, giga_loss[loss=0.255, simple_loss=0.3225, pruned_loss=0.09377, over 12360.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02675, over 48.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3213, pruned_loss=0.08683, over 2474210.75 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07183, over 20629.18 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3001, pruned_loss=0.06236, over 2375884.99 frames. utt_duration=1245 frames, utt_pad_proportion=0.06359, over 7639.41 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.324, pruned_loss=0.08953, over 2475116.50 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07228, over 22008.94 utterances.], batch size: 48, lr: 4.39e-04
2022-08-24 18:30:30,735 INFO [train.py:927] (4/8) Epoch 8, batch 6650, giga_loss[loss=0.2612, simple_loss=0.3353, pruned_loss=0.09357, over 12362.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06102, over 182.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3226, pruned_loss=0.08749, over 2474672.99 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07384, over 21009.61 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.301, pruned_loss=0.06287, over 2379738.46 frames. utt_duration=1236 frames, utt_pad_proportion=0.06553, over 7713.65 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3248, pruned_loss=0.09015, over 2475440.89 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07371, over 22558.60 utterances.], batch size: 182, lr: 4.39e-04
2022-08-24 18:32:15,711 INFO [train.py:927] (4/8) Epoch 8, batch 6700, libri_loss[loss=0.1959, simple_loss=0.2857, pruned_loss=0.05304, over 12183.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005424, over 33.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3214, pruned_loss=0.08619, over 2474044.61 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06814, over 19778.29 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3, pruned_loss=0.06249, over 2382817.21 frames. utt_duration=1245 frames, utt_pad_proportion=0.06374, over 7663.90 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3249, pruned_loss=0.08956, over 2475253.33 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06907, over 21541.93 utterances.], batch size: 33, lr: 4.39e-04
2022-08-24 18:34:01,012 INFO [train.py:927] (4/8) Epoch 8, batch 6750, giga_loss[loss=0.302, simple_loss=0.3545, pruned_loss=0.1247, over 12388.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06993, over 212.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3229, pruned_loss=0.08782, over 2474098.43 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06928, over 19481.50 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3001, pruned_loss=0.06257, over 2384603.86 frames. utt_duration=1249 frames, utt_pad_proportion=0.06272, over 7647.71 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3259, pruned_loss=0.09084, over 2475084.79 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07029, over 21100.91 utterances.], batch size: 212, lr: 4.39e-04
2022-08-24 18:35:45,793 INFO [train.py:927] (4/8) Epoch 8, batch 6800, giga_loss[loss=0.2961, simple_loss=0.3578, pruned_loss=0.1172, over 12420.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04288, over 146.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3221, pruned_loss=0.0863, over 2473688.80 frames. utt_duration=531 frames, utt_pad_proportion=0.0663, over 18687.72 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2995, pruned_loss=0.06233, over 2388261.60 frames. utt_duration=1257 frames, utt_pad_proportion=0.06054, over 7610.23 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3259, pruned_loss=0.08994, over 2474752.83 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06816, over 20489.13 utterances.], batch size: 146, lr: 4.39e-04
2022-08-24 18:37:27,927 INFO [train.py:927] (4/8) Epoch 8, batch 6850, giga_loss[loss=0.296, simple_loss=0.3509, pruned_loss=0.1205, over 12374.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1085, over 259.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3213, pruned_loss=0.08521, over 2473748.63 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06721, over 18624.69 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2994, pruned_loss=0.06228, over 2390979.75 frames. utt_duration=1260 frames, utt_pad_proportion=0.05917, over 7598.20 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.325, pruned_loss=0.08879, over 2474438.03 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06916, over 20377.13 utterances.], batch size: 259, lr: 4.39e-04
2022-08-24 18:39:11,081 INFO [train.py:927] (4/8) Epoch 8, batch 6900, libri_loss[loss=0.2651, simple_loss=0.3415, pruned_loss=0.09433, over 12277.00 frames. utt_duration=964.2 frames, utt_pad_proportion=0.06568, over 51.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3196, pruned_loss=0.08393, over 2472850.62 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06733, over 18365.58 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.299, pruned_loss=0.06215, over 2393419.28 frames. utt_duration=1262 frames, utt_pad_proportion=0.0579, over 7593.72 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3237, pruned_loss=0.08775, over 2474175.66 frames. utt_duration=491.5 frames, utt_pad_proportion=0.06949, over 20197.24 utterances.], batch size: 51, lr: 4.39e-04
2022-08-24 18:40:57,884 INFO [train.py:927] (4/8) Epoch 8, batch 6950, libri_loss[loss=0.2543, simple_loss=0.3366, pruned_loss=0.086, over 12317.00 frames. utt_duration=759.6 frames, utt_pad_proportion=0.1358, over 65.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3208, pruned_loss=0.08517, over 2472690.64 frames. utt_duration=525 frames, utt_pad_proportion=0.07255, over 18894.74 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2997, pruned_loss=0.06261, over 2395374.21 frames. utt_duration=1245 frames, utt_pad_proportion=0.06158, over 7702.38 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.324, pruned_loss=0.08833, over 2473771.56 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07287, over 20528.06 utterances.], batch size: 65, lr: 4.39e-04
2022-08-24 18:42:47,431 INFO [train.py:927] (4/8) Epoch 8, batch 7000, giga_loss[loss=0.2525, simple_loss=0.328, pruned_loss=0.08851, over 12453.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.03845, over 114.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3225, pruned_loss=0.08731, over 2473601.80 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07508, over 19785.53 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3001, pruned_loss=0.06278, over 2396575.94 frames. utt_duration=1242 frames, utt_pad_proportion=0.06165, over 7725.60 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.325, pruned_loss=0.08999, over 2474419.55 frames. utt_duration=468 frames, utt_pad_proportion=0.07524, over 21217.51 utterances.], batch size: 114, lr: 4.39e-04
2022-08-24 18:44:32,080 INFO [train.py:927] (4/8) Epoch 8, batch 7050, giga_loss[loss=0.2595, simple_loss=0.3265, pruned_loss=0.09624, over 12178.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03292, over 39.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3242, pruned_loss=0.08799, over 2473302.23 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07583, over 20063.02 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3005, pruned_loss=0.06284, over 2398567.34 frames. utt_duration=1241 frames, utt_pad_proportion=0.06134, over 7739.41 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3264, pruned_loss=0.09076, over 2474239.37 frames. utt_duration=461.3 frames, utt_pad_proportion=0.0761, over 21523.94 utterances.], batch size: 39, lr: 4.39e-04
2022-08-24 18:46:16,059 INFO [train.py:927] (4/8) Epoch 8, batch 7100, giga_loss[loss=0.2233, simple_loss=0.3028, pruned_loss=0.07189, over 12368.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.03088, over 85.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.323, pruned_loss=0.08643, over 2474048.19 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07454, over 19864.25 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3005, pruned_loss=0.06278, over 2400268.99 frames. utt_duration=1241 frames, utt_pad_proportion=0.06145, over 7748.77 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3254, pruned_loss=0.08925, over 2474956.35 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07487, over 21295.09 utterances.], batch size: 85, lr: 4.39e-04
2022-08-24 18:47:57,913 INFO [train.py:927] (4/8) Epoch 8, batch 7150, giga_loss[loss=0.2258, simple_loss=0.3098, pruned_loss=0.07089, over 12299.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.028, over 45.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3224, pruned_loss=0.08553, over 2473084.16 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06976, over 18991.26 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3008, pruned_loss=0.0629, over 2402074.89 frames. utt_duration=1243 frames, utt_pad_proportion=0.06028, over 7738.22 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3245, pruned_loss=0.08816, over 2473827.73 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07082, over 20403.78 utterances.], batch size: 45, lr: 4.38e-04
2022-08-24 18:49:44,543 INFO [train.py:927] (4/8) Epoch 8, batch 7200, giga_loss[loss=0.1881, simple_loss=0.274, pruned_loss=0.05109, over 12148.00 frames. utt_duration=1621 frames, utt_pad_proportion=0.03508, over 30.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3212, pruned_loss=0.08473, over 2473307.12 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06663, over 19002.20 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3007, pruned_loss=0.06288, over 2402963.01 frames. utt_duration=1245 frames, utt_pad_proportion=0.05957, over 7732.16 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3231, pruned_loss=0.0871, over 2474035.76 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06791, over 20260.44 utterances.], batch size: 30, lr: 4.38e-04
2022-08-24 18:51:31,818 INFO [train.py:927] (4/8) Epoch 8, batch 7250, giga_loss[loss=0.2899, simple_loss=0.3471, pruned_loss=0.1164, over 12359.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03697, over 113.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3192, pruned_loss=0.08486, over 2474037.07 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06678, over 19528.74 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3009, pruned_loss=0.06296, over 2403593.55 frames. utt_duration=1245 frames, utt_pad_proportion=0.05908, over 7729.84 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3208, pruned_loss=0.08685, over 2474681.50 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06797, over 20628.28 utterances.], batch size: 113, lr: 4.38e-04
2022-08-24 18:53:20,208 INFO [train.py:927] (4/8) Epoch 8, batch 7300, giga_loss[loss=0.261, simple_loss=0.3331, pruned_loss=0.09443, over 12448.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05332, over 162.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3171, pruned_loss=0.08425, over 2473831.81 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06541, over 19402.83 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3007, pruned_loss=0.06285, over 2404848.43 frames. utt_duration=1245 frames, utt_pad_proportion=0.05874, over 7736.41 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3188, pruned_loss=0.08632, over 2474463.48 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06659, over 20476.69 utterances.], batch size: 162, lr: 4.38e-04
2022-08-24 18:55:08,400 INFO [train.py:927] (4/8) Epoch 8, batch 7350, giga_loss[loss=0.214, simple_loss=0.3013, pruned_loss=0.06333, over 12356.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03013, over 85.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.316, pruned_loss=0.0817, over 2474323.21 frames. utt_duration=511 frames, utt_pad_proportion=0.06493, over 19426.05 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3003, pruned_loss=0.06275, over 2407000.90 frames. utt_duration=1251 frames, utt_pad_proportion=0.0574, over 7706.32 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3181, pruned_loss=0.0841, over 2475020.41 frames. utt_duration=480 frames, utt_pad_proportion=0.0665, over 20689.38 utterances.], batch size: 85, lr: 4.38e-04
2022-08-24 18:56:53,538 INFO [train.py:927] (4/8) Epoch 8, batch 7400, giga_loss[loss=0.1996, simple_loss=0.2954, pruned_loss=0.05193, over 12318.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03511, over 62.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3144, pruned_loss=0.07869, over 2474468.88 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06799, over 20895.72 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3002, pruned_loss=0.06271, over 2407813.24 frames. utt_duration=1249 frames, utt_pad_proportion=0.05778, over 7721.47 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3164, pruned_loss=0.08085, over 2475197.58 frames. utt_duration=450.6 frames, utt_pad_proportion=0.06897, over 22042.41 utterances.], batch size: 62, lr: 4.38e-04
2022-08-24 18:58:40,671 INFO [train.py:927] (4/8) Epoch 8, batch 7450, giga_loss[loss=0.2315, simple_loss=0.318, pruned_loss=0.07254, over 12461.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02897, over 80.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3116, pruned_loss=0.0755, over 2475249.67 frames. utt_duration=472 frames, utt_pad_proportion=0.0681, over 21041.53 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3002, pruned_loss=0.06268, over 2409624.11 frames. utt_duration=1247 frames, utt_pad_proportion=0.05766, over 7741.44 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3135, pruned_loss=0.07757, over 2475700.51 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06899, over 22238.01 utterances.], batch size: 80, lr: 4.38e-04
2022-08-24 19:00:30,812 INFO [train.py:927] (4/8) Epoch 8, batch 7500, libri_loss[loss=0.2542, simple_loss=0.3406, pruned_loss=0.08391, over 12352.00 frames. utt_duration=442.9 frames, utt_pad_proportion=0.2982, over 112.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3142, pruned_loss=0.07531, over 2475375.53 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0669, over 21596.85 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3009, pruned_loss=0.06272, over 2411684.24 frames. utt_duration=1241 frames, utt_pad_proportion=0.05972, over 7784.06 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3156, pruned_loss=0.07741, over 2476510.16 frames. utt_duration=430.9 frames, utt_pad_proportion=0.06703, over 23064.55 utterances.], batch size: 112, lr: 4.38e-04
2022-08-24 19:02:14,643 INFO [train.py:927] (4/8) Epoch 8, batch 7550, giga_loss[loss=0.2081, simple_loss=0.2897, pruned_loss=0.06321, over 12459.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03368, over 86.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3118, pruned_loss=0.0739, over 2475407.99 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07201, over 23152.88 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3006, pruned_loss=0.06265, over 2412584.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.05885, over 7761.46 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3133, pruned_loss=0.07585, over 2476646.46 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07211, over 24594.57 utterances.], batch size: 86, lr: 4.38e-04
2022-08-24 19:03:57,904 INFO [train.py:927] (4/8) Epoch 8, batch 7600, giga_loss[loss=0.2013, simple_loss=0.2777, pruned_loss=0.06249, over 12370.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1831, over 360.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3089, pruned_loss=0.07173, over 2474950.76 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07132, over 23258.68 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3002, pruned_loss=0.06245, over 2413666.12 frames. utt_duration=1245 frames, utt_pad_proportion=0.05887, over 7762.49 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3107, pruned_loss=0.07361, over 2476067.92 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07147, over 24660.86 utterances.], batch size: 360, lr: 4.38e-04
2022-08-24 19:05:43,830 INFO [train.py:927] (4/8) Epoch 8, batch 7650, giga_loss[loss=0.2214, simple_loss=0.311, pruned_loss=0.06592, over 12407.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.0438, over 146.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3077, pruned_loss=0.07035, over 2474953.78 frames. utt_duration=433.1 frames, utt_pad_proportion=0.06883, over 22935.99 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3, pruned_loss=0.06237, over 2415160.34 frames. utt_duration=1249 frames, utt_pad_proportion=0.05775, over 7745.53 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3095, pruned_loss=0.07214, over 2475860.94 frames. utt_duration=406.7 frames, utt_pad_proportion=0.0695, over 24435.50 utterances.], batch size: 146, lr: 4.38e-04
2022-08-24 19:07:26,873 INFO [train.py:927] (4/8) Epoch 8, batch 7700, libri_loss[loss=0.2034, simple_loss=0.2929, pruned_loss=0.05697, over 12360.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01514, over 41.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3043, pruned_loss=0.06798, over 2474970.42 frames. utt_duration=422.7 frames, utt_pad_proportion=0.07367, over 23498.91 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2997, pruned_loss=0.06228, over 2416917.38 frames. utt_duration=1242 frames, utt_pad_proportion=0.06097, over 7792.77 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3061, pruned_loss=0.06971, over 2475980.33 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07314, over 25159.22 utterances.], batch size: 41, lr: 4.38e-04
2022-08-24 19:09:12,485 INFO [train.py:927] (4/8) Epoch 8, batch 7750, giga_loss[loss=0.219, simple_loss=0.3037, pruned_loss=0.06716, over 12388.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.03001, over 97.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3019, pruned_loss=0.06701, over 2475347.60 frames. utt_duration=426 frames, utt_pad_proportion=0.07328, over 23323.08 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2995, pruned_loss=0.0622, over 2418348.37 frames. utt_duration=1233 frames, utt_pad_proportion=0.06446, over 7858.02 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3037, pruned_loss=0.06857, over 2476165.22 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07186, over 24944.96 utterances.], batch size: 97, lr: 4.38e-04
2022-08-24 19:11:04,811 INFO [train.py:927] (4/8) Epoch 8, batch 7800, giga_loss[loss=0.2082, simple_loss=0.295, pruned_loss=0.0607, over 12410.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06236, over 183.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3019, pruned_loss=0.06679, over 2474748.78 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07256, over 23395.52 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.299, pruned_loss=0.06207, over 2419520.91 frames. utt_duration=1241 frames, utt_pad_proportion=0.06293, over 7807.84 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3038, pruned_loss=0.0683, over 2476129.75 frames. utt_duration=394.1 frames, utt_pad_proportion=0.07197, over 25224.75 utterances.], batch size: 183, lr: 4.38e-04
2022-08-24 19:13:09,067 INFO [train.py:927] (4/8) Epoch 8, batch 7850, giga_loss[loss=0.2039, simple_loss=0.2992, pruned_loss=0.05428, over 12437.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06156, over 183.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3018, pruned_loss=0.06598, over 2474900.88 frames. utt_duration=411.6 frames, utt_pad_proportion=0.07329, over 24135.88 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2992, pruned_loss=0.06208, over 2420547.45 frames. utt_duration=1246 frames, utt_pad_proportion=0.06196, over 7778.01 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3032, pruned_loss=0.06726, over 2476295.81 frames. utt_duration=382.8 frames, utt_pad_proportion=0.07314, over 25970.26 utterances.], batch size: 183, lr: 4.38e-04
2022-08-24 19:15:08,122 INFO [train.py:927] (4/8) Epoch 8, batch 7900, giga_loss[loss=0.186, simple_loss=0.2808, pruned_loss=0.04563, over 12339.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03149, over 58.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3008, pruned_loss=0.06532, over 2476078.71 frames. utt_duration=412.4 frames, utt_pad_proportion=0.0689, over 24093.86 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2991, pruned_loss=0.06207, over 2422067.12 frames. utt_duration=1251 frames, utt_pad_proportion=0.06077, over 7756.70 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.302, pruned_loss=0.06646, over 2477041.03 frames. utt_duration=383 frames, utt_pad_proportion=0.06942, over 25961.51 utterances.], batch size: 58, lr: 4.38e-04
2022-08-24 19:17:18,396 INFO [train.py:927] (4/8) Epoch 8, batch 7950, giga_loss[loss=0.2216, simple_loss=0.308, pruned_loss=0.06762, over 12419.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04801, over 161.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2987, pruned_loss=0.06377, over 2476444.89 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06868, over 24426.57 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.299, pruned_loss=0.06204, over 2422838.98 frames. utt_duration=1254 frames, utt_pad_proportion=0.05982, over 7736.74 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2998, pruned_loss=0.06474, over 2477468.40 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06941, over 26212.27 utterances.], batch size: 161, lr: 4.38e-04
2022-08-24 19:19:16,216 INFO [train.py:927] (4/8) Epoch 8, batch 8000, giga_loss[loss=0.225, simple_loss=0.3005, pruned_loss=0.07478, over 12394.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2965, pruned_loss=0.06303, over 2475778.48 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06715, over 23772.70 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2983, pruned_loss=0.06184, over 2424364.19 frames. utt_duration=1262 frames, utt_pad_proportion=0.05771, over 7690.89 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2979, pruned_loss=0.06406, over 2477648.17 frames. utt_duration=382 frames, utt_pad_proportion=0.06856, over 26035.05 utterances.], batch size: 91, lr: 4.38e-04
2022-08-24 19:21:10,968 INFO [train.py:927] (4/8) Epoch 8, batch 8050, giga_loss[loss=0.2278, simple_loss=0.3194, pruned_loss=0.0681, over 12392.00 frames. utt_duration=473.1 frames, utt_pad_proportion=0.04034, over 105.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2972, pruned_loss=0.06297, over 2476195.53 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06674, over 24402.27 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2989, pruned_loss=0.06199, over 2425366.02 frames. utt_duration=1262 frames, utt_pad_proportion=0.05703, over 7694.92 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2978, pruned_loss=0.06367, over 2477702.51 frames. utt_duration=375.3 frames, utt_pad_proportion=0.06811, over 26499.22 utterances.], batch size: 105, lr: 4.37e-04
2022-08-24 19:23:26,330 INFO [train.py:927] (4/8) Epoch 8, batch 8100, giga_loss[loss=0.1805, simple_loss=0.2698, pruned_loss=0.04558, over 12418.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05872, over 182.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2968, pruned_loss=0.06277, over 2476024.07 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07383, over 25421.18 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2992, pruned_loss=0.06217, over 2426727.36 frames. utt_duration=1238 frames, utt_pad_proportion=0.06468, over 7849.62 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.297, pruned_loss=0.06323, over 2477812.31 frames. utt_duration=360.6 frames, utt_pad_proportion=0.07269, over 27582.47 utterances.], batch size: 182, lr: 4.37e-04
2022-08-24 19:25:25,837 INFO [train.py:927] (4/8) Epoch 8, batch 8150, giga_loss[loss=0.2132, simple_loss=0.3005, pruned_loss=0.06296, over 12378.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05551, over 181.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2965, pruned_loss=0.06248, over 2476163.02 frames. utt_duration=399.9 frames, utt_pad_proportion=0.0714, over 24842.52 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2988, pruned_loss=0.06196, over 2428725.24 frames. utt_duration=1244 frames, utt_pad_proportion=0.06278, over 7820.92 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2969, pruned_loss=0.06307, over 2477779.71 frames. utt_duration=364 frames, utt_pad_proportion=0.07125, over 27319.04 utterances.], batch size: 181, lr: 4.37e-04
2022-08-24 19:27:29,656 INFO [train.py:927] (4/8) Epoch 8, batch 8200, libri_loss[loss=0.1573, simple_loss=0.2376, pruned_loss=0.03848, over 12253.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.04986, over 27.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.299, pruned_loss=0.06231, over 2476688.11 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06974, over 24711.80 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2982, pruned_loss=0.06183, over 2430845.41 frames. utt_duration=1237 frames, utt_pad_proportion=0.06489, over 7868.05 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2998, pruned_loss=0.06294, over 2478223.79 frames. utt_duration=361.9 frames, utt_pad_proportion=0.06937, over 27483.03 utterances.], batch size: 27, lr: 4.37e-04
2022-08-24 19:29:34,885 INFO [train.py:927] (4/8) Epoch 8, batch 8250, giga_loss[loss=0.1917, simple_loss=0.2886, pruned_loss=0.04742, over 12445.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04754, over 147.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2991, pruned_loss=0.06092, over 2476786.44 frames. utt_duration=406 frames, utt_pad_proportion=0.06714, over 24477.75 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2978, pruned_loss=0.06177, over 2432186.76 frames. utt_duration=1243 frames, utt_pad_proportion=0.06343, over 7837.17 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.3002, pruned_loss=0.06149, over 2478448.83 frames. utt_duration=363.8 frames, utt_pad_proportion=0.06746, over 27342.53 utterances.], batch size: 147, lr: 4.37e-04
2022-08-24 19:31:43,244 INFO [train.py:927] (4/8) Epoch 8, batch 8300, giga_loss[loss=0.2307, simple_loss=0.3011, pruned_loss=0.08013, over 12401.00 frames. utt_duration=196.4 frames, utt_pad_proportion=0.09093, over 254.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.3003, pruned_loss=0.06171, over 2476934.22 frames. utt_duration=406 frames, utt_pad_proportion=0.06594, over 24475.11 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.298, pruned_loss=0.06165, over 2433507.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.06195, over 7817.97 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.3012, pruned_loss=0.06226, over 2478471.38 frames. utt_duration=364.1 frames, utt_pad_proportion=0.06673, over 27317.43 utterances.], batch size: 254, lr: 4.37e-04
2022-08-24 19:34:13,350 INFO [train.py:927] (4/8) Epoch 8, batch 8350, giga_loss[loss=0.2053, simple_loss=0.2883, pruned_loss=0.06118, over 12375.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.02857, over 51.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.3012, pruned_loss=0.06288, over 2477137.67 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06531, over 24052.87 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2984, pruned_loss=0.06198, over 2434212.94 frames. utt_duration=1236 frames, utt_pad_proportion=0.065, over 7885.36 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.3015, pruned_loss=0.06304, over 2478493.86 frames. utt_duration=374.8 frames, utt_pad_proportion=0.06524, over 26536.00 utterances.], batch size: 51, lr: 4.37e-04
2022-08-24 19:36:23,704 INFO [train.py:927] (4/8) Epoch 8, batch 8400, giga_loss[loss=0.209, simple_loss=0.2979, pruned_loss=0.06, over 12428.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02762, over 122.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2976, pruned_loss=0.06101, over 2477795.91 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06713, over 23968.17 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2981, pruned_loss=0.06167, over 2435090.73 frames. utt_duration=1243 frames, utt_pad_proportion=0.06355, over 7846.29 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2982, pruned_loss=0.06142, over 2479227.98 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06731, over 26424.75 utterances.], batch size: 122, lr: 4.37e-04
2022-08-24 19:38:27,000 INFO [train.py:927] (4/8) Epoch 8, batch 8450, giga_loss[loss=0.2337, simple_loss=0.3343, pruned_loss=0.06652, over 12319.00 frames. utt_duration=747.9 frames, utt_pad_proportion=0.03119, over 66.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2965, pruned_loss=0.0607, over 2477160.48 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06516, over 23097.15 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.298, pruned_loss=0.06169, over 2435910.55 frames. utt_duration=1243 frames, utt_pad_proportion=0.06284, over 7850.56 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.297, pruned_loss=0.06098, over 2478922.17 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06571, over 25577.63 utterances.], batch size: 66, lr: 4.37e-04
2022-08-24 19:40:33,355 INFO [train.py:927] (4/8) Epoch 8, batch 8500, giga_loss[loss=0.2153, simple_loss=0.2964, pruned_loss=0.06705, over 12358.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03065, over 85.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2973, pruned_loss=0.06186, over 2477369.52 frames. utt_duration=418.8 frames, utt_pad_proportion=0.06795, over 23725.83 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2981, pruned_loss=0.06178, over 2436484.03 frames. utt_duration=1241 frames, utt_pad_proportion=0.06293, over 7865.77 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2976, pruned_loss=0.062, over 2478803.97 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06816, over 25893.11 utterances.], batch size: 85, lr: 4.37e-04
2022-08-24 19:42:38,294 INFO [train.py:927] (4/8) Epoch 8, batch 8550, giga_loss[loss=0.2118, simple_loss=0.2951, pruned_loss=0.06431, over 12372.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03055, over 51.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2976, pruned_loss=0.06306, over 2476980.36 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06919, over 23953.23 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.298, pruned_loss=0.0617, over 2437387.20 frames. utt_duration=1244 frames, utt_pad_proportion=0.06149, over 7846.68 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.298, pruned_loss=0.06329, over 2478625.33 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06972, over 26233.88 utterances.], batch size: 51, lr: 4.37e-04
2022-08-24 19:44:51,102 INFO [train.py:927] (4/8) Epoch 8, batch 8600, giga_loss[loss=0.2282, simple_loss=0.3037, pruned_loss=0.07638, over 12406.00 frames. utt_duration=195.8 frames, utt_pad_proportion=0.09352, over 255.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.299, pruned_loss=0.0631, over 2477466.66 frames. utt_duration=399.3 frames, utt_pad_proportion=0.07153, over 24892.91 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2983, pruned_loss=0.06177, over 2438863.46 frames. utt_duration=1231 frames, utt_pad_proportion=0.06453, over 7932.16 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2989, pruned_loss=0.06326, over 2478680.50 frames. utt_duration=365.9 frames, utt_pad_proportion=0.07111, over 27184.50 utterances.], batch size: 255, lr: 4.37e-04
2022-08-24 19:47:05,968 INFO [train.py:927] (4/8) Epoch 8, batch 8650, giga_loss[loss=0.2012, simple_loss=0.2818, pruned_loss=0.06033, over 12446.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.0563, over 182.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2974, pruned_loss=0.06272, over 2477818.20 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06876, over 24656.89 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2984, pruned_loss=0.06178, over 2439376.61 frames. utt_duration=1229 frames, utt_pad_proportion=0.06438, over 7946.99 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2973, pruned_loss=0.06285, over 2478836.13 frames. utt_duration=372.8 frames, utt_pad_proportion=0.06867, over 26681.04 utterances.], batch size: 182, lr: 4.37e-04
2022-08-24 19:49:09,213 INFO [train.py:927] (4/8) Epoch 8, batch 8700, libri_loss[loss=0.2146, simple_loss=0.3044, pruned_loss=0.06236, over 12457.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009057, over 39.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2942, pruned_loss=0.06196, over 2477290.29 frames. utt_duration=414 frames, utt_pad_proportion=0.06832, over 24004.96 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2987, pruned_loss=0.06197, over 2440352.41 frames. utt_duration=1231 frames, utt_pad_proportion=0.06276, over 7938.15 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2938, pruned_loss=0.06194, over 2478573.85 frames. utt_duration=379 frames, utt_pad_proportion=0.06873, over 26242.33 utterances.], batch size: 39, lr: 4.37e-04
2022-08-24 19:51:03,739 INFO [train.py:927] (4/8) Epoch 8, batch 8750, giga_loss[loss=0.1685, simple_loss=0.2504, pruned_loss=0.04327, over 12363.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1759, over 356.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2929, pruned_loss=0.06129, over 2477010.66 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07256, over 24525.47 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2984, pruned_loss=0.06177, over 2441144.08 frames. utt_duration=1234 frames, utt_pad_proportion=0.06155, over 7924.78 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2927, pruned_loss=0.06143, over 2478145.69 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07296, over 26683.07 utterances.], batch size: 356, lr: 4.37e-04
2022-08-24 19:53:09,090 INFO [train.py:927] (4/8) Epoch 8, batch 8800, giga_loss[loss=0.2034, simple_loss=0.2901, pruned_loss=0.05834, over 12390.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07937, over 213.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2912, pruned_loss=0.05954, over 2477507.59 frames. utt_duration=415.3 frames, utt_pad_proportion=0.06934, over 23932.07 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2987, pruned_loss=0.06185, over 2442292.42 frames. utt_duration=1231 frames, utt_pad_proportion=0.06119, over 7945.11 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2906, pruned_loss=0.05954, over 2478371.15 frames. utt_duration=381.2 frames, utt_pad_proportion=0.07006, over 26084.14 utterances.], batch size: 213, lr: 4.37e-04
2022-08-24 19:55:25,837 INFO [train.py:927] (4/8) Epoch 8, batch 8850, giga_loss[loss=0.1975, simple_loss=0.2902, pruned_loss=0.05243, over 12316.00 frames. utt_duration=913.7 frames, utt_pad_proportion=0.02171, over 54.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2902, pruned_loss=0.05903, over 2477949.07 frames. utt_duration=407.7 frames, utt_pad_proportion=0.07028, over 24383.67 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.299, pruned_loss=0.06194, over 2442388.68 frames. utt_duration=1229 frames, utt_pad_proportion=0.06158, over 7960.71 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2894, pruned_loss=0.05893, over 2478834.96 frames. utt_duration=379.8 frames, utt_pad_proportion=0.0707, over 26191.83 utterances.], batch size: 54, lr: 4.37e-04
2022-08-24 19:57:33,899 INFO [train.py:927] (4/8) Epoch 8, batch 8900, giga_loss[loss=0.2366, simple_loss=0.3077, pruned_loss=0.08276, over 12419.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09599, over 256.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2901, pruned_loss=0.05904, over 2478328.72 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06762, over 24163.59 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.299, pruned_loss=0.06186, over 2442455.74 frames. utt_duration=1231 frames, utt_pad_proportion=0.0614, over 7948.90 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2894, pruned_loss=0.05903, over 2479123.83 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06816, over 25661.86 utterances.], batch size: 256, lr: 4.37e-04
2022-08-24 19:59:35,442 INFO [train.py:927] (4/8) Epoch 8, batch 8950, giga_loss[loss=0.2165, simple_loss=0.3158, pruned_loss=0.05864, over 12409.00 frames. utt_duration=801.7 frames, utt_pad_proportion=0.02945, over 62.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2897, pruned_loss=0.05823, over 2477912.64 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06828, over 24301.35 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2992, pruned_loss=0.06182, over 2442601.97 frames. utt_duration=1232 frames, utt_pad_proportion=0.06091, over 7939.44 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2889, pruned_loss=0.05823, over 2478728.79 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06884, over 25643.71 utterances.], batch size: 62, lr: 4.36e-04
2022-08-24 20:01:34,844 INFO [train.py:927] (4/8) Epoch 8, batch 9000, giga_loss[loss=0.1918, simple_loss=0.2934, pruned_loss=0.0451, over 12389.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02681, over 66.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.292, pruned_loss=0.0582, over 2477782.84 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06778, over 24209.56 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2991, pruned_loss=0.06159, over 2443144.86 frames. utt_duration=1237 frames, utt_pad_proportion=0.06, over 7909.07 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2912, pruned_loss=0.05831, over 2478722.77 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06853, over 25650.15 utterances.], batch size: 66, lr: 4.36e-04
2022-08-24 20:01:34,846 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 20:01:48,925 INFO [train.py:967] (4/8) Epoch 8, validation: loss=0.1842, simple_loss=0.2944, pruned_loss=0.037, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 20:03:45,643 INFO [train.py:927] (4/8) Epoch 8, batch 9050, giga_loss[loss=0.1741, simple_loss=0.2738, pruned_loss=0.03716, over 12426.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04224, over 26.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2917, pruned_loss=0.05775, over 2477901.13 frames. utt_duration=414.7 frames, utt_pad_proportion=0.0668, over 23971.97 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2985, pruned_loss=0.06129, over 2444096.47 frames. utt_duration=1240 frames, utt_pad_proportion=0.05881, over 7891.64 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2915, pruned_loss=0.058, over 2478873.12 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06788, over 25661.43 utterances.], batch size: 26, lr: 4.36e-04
2022-08-24 20:05:47,712 INFO [train.py:927] (4/8) Epoch 8, batch 9100, giga_loss[loss=0.1957, simple_loss=0.2818, pruned_loss=0.05479, over 12451.00 frames. utt_duration=310.4 frames, utt_pad_proportion=0.04773, over 161.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2908, pruned_loss=0.05743, over 2477723.09 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06411, over 23264.04 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2979, pruned_loss=0.06122, over 2445455.67 frames. utt_duration=1247 frames, utt_pad_proportion=0.0573, over 7856.77 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2908, pruned_loss=0.05754, over 2478766.42 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06573, over 25386.13 utterances.], batch size: 161, lr: 4.36e-04
2022-08-24 20:07:45,864 INFO [train.py:927] (4/8) Epoch 8, batch 9150, giga_loss[loss=0.177, simple_loss=0.2738, pruned_loss=0.0401, over 12322.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.03233, over 70.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2897, pruned_loss=0.05754, over 2476780.52 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06432, over 23101.20 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2979, pruned_loss=0.06116, over 2445348.30 frames. utt_duration=1250 frames, utt_pad_proportion=0.05662, over 7834.79 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2896, pruned_loss=0.05762, over 2478296.43 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06586, over 25098.31 utterances.], batch size: 70, lr: 4.36e-04
2022-08-24 20:09:53,307 INFO [train.py:927] (4/8) Epoch 8, batch 9200, giga_loss[loss=0.2301, simple_loss=0.3086, pruned_loss=0.07581, over 12420.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07321, over 213.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2919, pruned_loss=0.05877, over 2476977.48 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06301, over 23464.11 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2979, pruned_loss=0.0612, over 2445953.52 frames. utt_duration=1253 frames, utt_pad_proportion=0.05581, over 7816.21 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2917, pruned_loss=0.05874, over 2478205.06 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06455, over 25339.12 utterances.], batch size: 213, lr: 4.36e-04
2022-08-24 20:11:45,639 INFO [train.py:927] (4/8) Epoch 8, batch 9250, giga_loss[loss=0.2557, simple_loss=0.3343, pruned_loss=0.08852, over 12425.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06857, over 212.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2947, pruned_loss=0.06048, over 2477820.49 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06647, over 24290.60 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2984, pruned_loss=0.06115, over 2447365.20 frames. utt_duration=1256 frames, utt_pad_proportion=0.05432, over 7800.92 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2939, pruned_loss=0.06044, over 2478501.15 frames. utt_duration=378 frames, utt_pad_proportion=0.06792, over 26310.60 utterances.], batch size: 212, lr: 4.36e-04
2022-08-24 20:13:48,379 INFO [train.py:927] (4/8) Epoch 8, batch 9300, giga_loss[loss=0.2235, simple_loss=0.3041, pruned_loss=0.07141, over 12403.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04873, over 161.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2976, pruned_loss=0.06178, over 2477521.88 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06635, over 24894.97 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2979, pruned_loss=0.06074, over 2447580.81 frames. utt_duration=1262 frames, utt_pad_proportion=0.05341, over 7767.33 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2973, pruned_loss=0.0621, over 2478511.56 frames. utt_duration=369.9 frames, utt_pad_proportion=0.06778, over 26886.96 utterances.], batch size: 161, lr: 4.36e-04
2022-08-24 20:16:06,873 INFO [train.py:927] (4/8) Epoch 8, batch 9350, giga_loss[loss=0.2235, simple_loss=0.302, pruned_loss=0.07252, over 12375.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03384, over 122.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2964, pruned_loss=0.0616, over 2477664.10 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06815, over 25749.50 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2978, pruned_loss=0.0607, over 2447855.42 frames. utt_duration=1262 frames, utt_pad_proportion=0.05312, over 7767.15 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2963, pruned_loss=0.0619, over 2478851.42 frames. utt_duration=358.8 frames, utt_pad_proportion=0.06932, over 27726.27 utterances.], batch size: 122, lr: 4.36e-04
2022-08-24 20:18:06,786 INFO [train.py:927] (4/8) Epoch 8, batch 9400, giga_loss[loss=0.2486, simple_loss=0.3203, pruned_loss=0.08843, over 12355.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2957, pruned_loss=0.0612, over 2477969.10 frames. utt_duration=395 frames, utt_pad_proportion=0.06683, over 25171.47 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2979, pruned_loss=0.06072, over 2448126.09 frames. utt_duration=1254 frames, utt_pad_proportion=0.05437, over 7819.35 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2954, pruned_loss=0.06142, over 2478927.90 frames. utt_duration=370.7 frames, utt_pad_proportion=0.06761, over 26832.11 utterances.], batch size: 97, lr: 4.36e-04
2022-08-24 20:20:14,943 INFO [train.py:927] (4/8) Epoch 8, batch 9450, giga_loss[loss=0.2109, simple_loss=0.2946, pruned_loss=0.06358, over 12418.00 frames. utt_duration=275.7 frames, utt_pad_proportion=0.05265, over 181.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2941, pruned_loss=0.06099, over 2477574.73 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06804, over 25071.23 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2977, pruned_loss=0.06065, over 2448383.69 frames. utt_duration=1256 frames, utt_pad_proportion=0.05376, over 7805.13 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.294, pruned_loss=0.06122, over 2478502.24 frames. utt_duration=373.5 frames, utt_pad_proportion=0.06882, over 26625.75 utterances.], batch size: 181, lr: 4.36e-04
2022-08-24 20:22:26,124 INFO [train.py:927] (4/8) Epoch 8, batch 9500, giga_loss[loss=0.2199, simple_loss=0.3159, pruned_loss=0.06201, over 12352.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02787, over 48.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2925, pruned_loss=0.0592, over 2477128.02 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06826, over 24164.40 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2974, pruned_loss=0.06056, over 2448427.53 frames. utt_duration=1261 frames, utt_pad_proportion=0.05299, over 7776.22 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2927, pruned_loss=0.05946, over 2478326.57 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06917, over 25723.11 utterances.], batch size: 48, lr: 4.36e-04
2022-08-24 20:24:19,303 INFO [train.py:927] (4/8) Epoch 8, batch 9550, giga_loss[loss=0.209, simple_loss=0.3016, pruned_loss=0.05815, over 12398.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03639, over 113.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2939, pruned_loss=0.05826, over 2477657.27 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06593, over 23372.15 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2979, pruned_loss=0.06085, over 2449219.27 frames. utt_duration=1250 frames, utt_pad_proportion=0.05614, over 7843.78 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05815, over 2478543.42 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06601, over 24926.02 utterances.], batch size: 113, lr: 4.36e-04
2022-08-24 20:26:28,001 INFO [train.py:927] (4/8) Epoch 8, batch 9600, giga_loss[loss=0.2261, simple_loss=0.3161, pruned_loss=0.068, over 12367.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03204, over 97.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2936, pruned_loss=0.05814, over 2477346.94 frames. utt_duration=411 frames, utt_pad_proportion=0.07087, over 24184.75 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.298, pruned_loss=0.06103, over 2449446.23 frames. utt_duration=1254 frames, utt_pad_proportion=0.05528, over 7824.08 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.293, pruned_loss=0.05783, over 2478346.58 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07091, over 25707.41 utterances.], batch size: 97, lr: 4.36e-04
2022-08-24 20:28:42,778 INFO [train.py:927] (4/8) Epoch 8, batch 9650, giga_loss[loss=0.208, simple_loss=0.2967, pruned_loss=0.05963, over 12436.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07165, over 212.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05812, over 2477457.24 frames. utt_duration=400.8 frames, utt_pad_proportion=0.07156, over 24800.25 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2975, pruned_loss=0.06075, over 2449881.50 frames. utt_duration=1260 frames, utt_pad_proportion=0.05408, over 7784.81 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2934, pruned_loss=0.05805, over 2478606.37 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07198, over 26491.14 utterances.], batch size: 212, lr: 4.36e-04
2022-08-24 20:31:00,860 INFO [train.py:927] (4/8) Epoch 8, batch 9700, giga_loss[loss=0.2471, simple_loss=0.3364, pruned_loss=0.07892, over 12382.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02793, over 91.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2957, pruned_loss=0.05845, over 2477315.53 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06755, over 24244.97 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2977, pruned_loss=0.0606, over 2450019.79 frames. utt_duration=1261 frames, utt_pad_proportion=0.0539, over 7782.36 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2954, pruned_loss=0.05847, over 2478724.20 frames. utt_duration=383 frames, utt_pad_proportion=0.06827, over 25965.76 utterances.], batch size: 91, lr: 4.36e-04
2022-08-24 20:33:17,870 INFO [train.py:927] (4/8) Epoch 8, batch 9750, giga_loss[loss=0.2118, simple_loss=0.2936, pruned_loss=0.06499, over 12134.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.03789, over 33.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2969, pruned_loss=0.0587, over 2476991.13 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06275, over 23186.73 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2979, pruned_loss=0.06043, over 2450577.38 frames. utt_duration=1265 frames, utt_pad_proportion=0.05256, over 7760.37 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2965, pruned_loss=0.0588, over 2478467.17 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06414, over 25090.37 utterances.], batch size: 33, lr: 4.36e-04
2022-08-24 20:35:33,553 INFO [train.py:927] (4/8) Epoch 8, batch 9800, giga_loss[loss=0.1796, simple_loss=0.2842, pruned_loss=0.03751, over 12358.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02556, over 66.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2957, pruned_loss=0.05851, over 2477770.41 frames. utt_duration=433.4 frames, utt_pad_proportion=0.0619, over 22931.92 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.298, pruned_loss=0.06061, over 2451667.31 frames. utt_duration=1256 frames, utt_pad_proportion=0.05574, over 7817.17 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2952, pruned_loss=0.05839, over 2478799.59 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06243, over 24893.88 utterances.], batch size: 66, lr: 4.35e-04
2022-08-24 20:37:37,797 INFO [train.py:927] (4/8) Epoch 8, batch 9850, giga_loss[loss=0.2043, simple_loss=0.29, pruned_loss=0.05933, over 12421.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03923, over 133.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2955, pruned_loss=0.05843, over 2477959.63 frames. utt_duration=423.9 frames, utt_pad_proportion=0.06138, over 23446.32 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2981, pruned_loss=0.06069, over 2451787.86 frames. utt_duration=1257 frames, utt_pad_proportion=0.05556, over 7808.98 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.295, pruned_loss=0.05823, over 2478903.11 frames. utt_duration=395.5 frames, utt_pad_proportion=0.0619, over 25142.51 utterances.], batch size: 133, lr: 4.35e-04
2022-08-24 20:39:32,744 INFO [train.py:927] (4/8) Epoch 8, batch 9900, giga_loss[loss=0.1937, simple_loss=0.2863, pruned_loss=0.05056, over 12432.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07218, over 212.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2975, pruned_loss=0.05922, over 2477650.54 frames. utt_duration=423.6 frames, utt_pad_proportion=0.05981, over 23462.20 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2983, pruned_loss=0.06068, over 2451668.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05548, over 7796.93 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2969, pruned_loss=0.05906, over 2478626.25 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06033, over 24875.05 utterances.], batch size: 212, lr: 4.35e-04
2022-08-24 20:41:30,543 INFO [train.py:927] (4/8) Epoch 8, batch 9950, giga_loss[loss=0.1812, simple_loss=0.2773, pruned_loss=0.04253, over 12461.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03021, over 55.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2955, pruned_loss=0.05878, over 2477706.26 frames. utt_duration=423.4 frames, utt_pad_proportion=0.0583, over 23474.17 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.298, pruned_loss=0.06051, over 2452006.49 frames. utt_duration=1262 frames, utt_pad_proportion=0.05513, over 7778.01 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2952, pruned_loss=0.0588, over 2478399.62 frames. utt_duration=401.8 frames, utt_pad_proportion=0.05889, over 24746.34 utterances.], batch size: 55, lr: 4.35e-04
2022-08-24 20:43:14,421 INFO [train.py:927] (4/8) Epoch 8, batch 10000, giga_loss[loss=0.2705, simple_loss=0.3446, pruned_loss=0.09823, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02994, over 45.00 utterances.], tot_loss[loss=0.212, simple_loss=0.3001, pruned_loss=0.06198, over 2477288.11 frames. utt_duration=432.3 frames, utt_pad_proportion=0.05872, over 22984.46 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2979, pruned_loss=0.06045, over 2452006.67 frames. utt_duration=1262 frames, utt_pad_proportion=0.055, over 7780.28 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2999, pruned_loss=0.06204, over 2478064.06 frames. utt_duration=412.1 frames, utt_pad_proportion=0.05922, over 24124.01 utterances.], batch size: 45, lr: 4.35e-04
2022-08-24 20:44:59,490 INFO [train.py:927] (4/8) Epoch 8, batch 10050, giga_loss[loss=0.2126, simple_loss=0.2965, pruned_loss=0.06432, over 12398.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.04124, over 40.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3045, pruned_loss=0.06481, over 2476804.58 frames. utt_duration=455.3 frames, utt_pad_proportion=0.06008, over 21821.68 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.298, pruned_loss=0.06068, over 2452688.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.05402, over 7768.31 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3045, pruned_loss=0.06474, over 2477581.44 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06075, over 23212.13 utterances.], batch size: 40, lr: 4.35e-04
2022-08-24 20:46:43,748 INFO [train.py:927] (4/8) Epoch 8, batch 10100, giga_loss[loss=0.1956, simple_loss=0.2746, pruned_loss=0.05826, over 12399.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04405, over 146.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.3005, pruned_loss=0.06388, over 2475730.85 frames. utt_duration=461.9 frames, utt_pad_proportion=0.06004, over 21500.51 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2979, pruned_loss=0.06056, over 2452873.11 frames. utt_duration=1268 frames, utt_pad_proportion=0.0532, over 7745.14 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3007, pruned_loss=0.06401, over 2476608.44 frames. utt_duration=434.1 frames, utt_pad_proportion=0.06089, over 22887.56 utterances.], batch size: 146, lr: 4.35e-04
2022-08-24 20:48:28,736 INFO [train.py:927] (4/8) Epoch 8, batch 10150, libri_loss[loss=0.2999, simple_loss=0.4368, pruned_loss=0.08145, over 12387.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02223, over 43.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2947, pruned_loss=0.06177, over 2476316.54 frames. utt_duration=480.2 frames, utt_pad_proportion=0.06205, over 20683.16 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2992, pruned_loss=0.06091, over 2453508.57 frames. utt_duration=1257 frames, utt_pad_proportion=0.05667, over 7814.43 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2935, pruned_loss=0.06162, over 2477061.21 frames. utt_duration=449.6 frames, utt_pad_proportion=0.0617, over 22101.87 utterances.], batch size: 43, lr: 4.35e-04
2022-08-24 20:50:12,988 INFO [train.py:927] (4/8) Epoch 8, batch 10200, giga_loss[loss=0.2065, simple_loss=0.2735, pruned_loss=0.06974, over 12368.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2873, pruned_loss=0.05927, over 2475739.62 frames. utt_duration=488 frames, utt_pad_proportion=0.06354, over 20351.16 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2994, pruned_loss=0.06101, over 2453729.26 frames. utt_duration=1248 frames, utt_pad_proportion=0.06029, over 7873.01 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2861, pruned_loss=0.05909, over 2476551.40 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06219, over 21654.52 utterances.], batch size: 258, lr: 4.35e-04
2022-08-24 20:51:57,656 INFO [train.py:927] (4/8) Epoch 8, batch 10250, giga_loss[loss=0.1979, simple_loss=0.282, pruned_loss=0.05688, over 12401.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05643, over 162.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2824, pruned_loss=0.05775, over 2475717.37 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06696, over 20288.32 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2994, pruned_loss=0.06099, over 2454343.77 frames. utt_duration=1248 frames, utt_pad_proportion=0.05958, over 7875.16 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2811, pruned_loss=0.05756, over 2476298.03 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06595, over 21607.31 utterances.], batch size: 162, lr: 4.35e-04
2022-08-24 20:53:40,030 INFO [train.py:927] (4/8) Epoch 8, batch 10300, giga_loss[loss=0.2036, simple_loss=0.2729, pruned_loss=0.06717, over 12392.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1002, over 257.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2775, pruned_loss=0.05629, over 2474718.20 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06705, over 19873.47 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.299, pruned_loss=0.06093, over 2454412.28 frames. utt_duration=1254 frames, utt_pad_proportion=0.05784, over 7836.75 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2762, pruned_loss=0.05606, over 2475865.25 frames. utt_duration=464.2 frames, utt_pad_proportion=0.06682, over 21400.80 utterances.], batch size: 257, lr: 4.35e-04
2022-08-24 20:55:22,356 INFO [train.py:927] (4/8) Epoch 8, batch 10350, giga_loss[loss=0.1552, simple_loss=0.2353, pruned_loss=0.03758, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02611, over 45.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2738, pruned_loss=0.05512, over 2473783.95 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06837, over 19388.48 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2986, pruned_loss=0.06087, over 2454533.96 frames. utt_duration=1250 frames, utt_pad_proportion=0.06018, over 7865.39 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2722, pruned_loss=0.05481, over 2475319.60 frames. utt_duration=472 frames, utt_pad_proportion=0.06759, over 21040.37 utterances.], batch size: 45, lr: 4.35e-04
2022-08-24 20:57:07,788 INFO [train.py:927] (4/8) Epoch 8, batch 10400, giga_loss[loss=0.1619, simple_loss=0.2348, pruned_loss=0.04451, over 12364.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1909, over 363.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2689, pruned_loss=0.05274, over 2473119.87 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06821, over 19144.37 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2981, pruned_loss=0.06061, over 2454808.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.05896, over 7847.33 utterances.], giga_tot_loss[loss=0.1862, simple_loss=0.2673, pruned_loss=0.05253, over 2474680.44 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06809, over 20846.09 utterances.], batch size: 363, lr: 4.35e-04
2022-08-24 20:58:50,236 INFO [train.py:927] (4/8) Epoch 8, batch 10450, giga_loss[loss=0.1628, simple_loss=0.2325, pruned_loss=0.04652, over 12395.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03821, over 37.00 utterances.], tot_loss[loss=0.1835, simple_loss=0.2644, pruned_loss=0.05128, over 2473532.48 frames. utt_duration=522.8 frames, utt_pad_proportion=0.07238, over 18979.29 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2983, pruned_loss=0.06074, over 2455404.57 frames. utt_duration=1252 frames, utt_pad_proportion=0.05816, over 7853.68 utterances.], giga_tot_loss[loss=0.1818, simple_loss=0.262, pruned_loss=0.05076, over 2474810.41 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07233, over 20677.93 utterances.], batch size: 37, lr: 4.35e-04
2022-08-24 21:00:34,244 INFO [train.py:927] (4/8) Epoch 8, batch 10500, giga_loss[loss=0.2287, simple_loss=0.3157, pruned_loss=0.07091, over 12406.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04483, over 26.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2702, pruned_loss=0.0546, over 2473888.11 frames. utt_duration=505.6 frames, utt_pad_proportion=0.07319, over 19628.16 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2986, pruned_loss=0.06097, over 2455859.73 frames. utt_duration=1250 frames, utt_pad_proportion=0.05778, over 7868.85 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2672, pruned_loss=0.05374, over 2475000.72 frames. utt_duration=466.4 frames, utt_pad_proportion=0.0734, over 21291.67 utterances.], batch size: 26, lr: 4.35e-04
2022-08-24 21:02:17,750 INFO [train.py:927] (4/8) Epoch 8, batch 10550, giga_loss[loss=0.2388, simple_loss=0.324, pruned_loss=0.07677, over 12373.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2825, pruned_loss=0.0607, over 2474336.68 frames. utt_duration=513.3 frames, utt_pad_proportion=0.0725, over 19338.54 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2988, pruned_loss=0.06119, over 2456176.45 frames. utt_duration=1240 frames, utt_pad_proportion=0.06149, over 7934.78 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2797, pruned_loss=0.05982, over 2475083.85 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07155, over 20699.52 utterances.], batch size: 70, lr: 4.35e-04
2022-08-24 21:04:02,328 INFO [train.py:927] (4/8) Epoch 8, batch 10600, giga_loss[loss=0.2112, simple_loss=0.2967, pruned_loss=0.06286, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03303, over 42.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2881, pruned_loss=0.06253, over 2474081.96 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07409, over 19466.95 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2986, pruned_loss=0.06111, over 2456636.70 frames. utt_duration=1243 frames, utt_pad_proportion=0.06081, over 7915.86 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.286, pruned_loss=0.06192, over 2474495.43 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07357, over 20720.16 utterances.], batch size: 42, lr: 4.35e-04
2022-08-24 21:05:47,002 INFO [train.py:927] (4/8) Epoch 8, batch 10650, giga_loss[loss=0.1815, simple_loss=0.2714, pruned_loss=0.04581, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02926, over 45.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2912, pruned_loss=0.06338, over 2473679.25 frames. utt_duration=520.9 frames, utt_pad_proportion=0.07307, over 19049.86 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2986, pruned_loss=0.06111, over 2456746.12 frames. utt_duration=1245 frames, utt_pad_proportion=0.05987, over 7901.61 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2894, pruned_loss=0.06294, over 2474223.79 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07314, over 20268.59 utterances.], batch size: 45, lr: 4.35e-04
2022-08-24 21:07:30,679 INFO [train.py:927] (4/8) Epoch 8, batch 10700, giga_loss[loss=0.2507, simple_loss=0.3319, pruned_loss=0.08473, over 12455.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03063, over 80.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2965, pruned_loss=0.06636, over 2472948.90 frames. utt_duration=527.3 frames, utt_pad_proportion=0.07338, over 18811.32 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2993, pruned_loss=0.06124, over 2456947.95 frames. utt_duration=1244 frames, utt_pad_proportion=0.05927, over 7912.35 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2943, pruned_loss=0.06596, over 2473496.83 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07377, over 19977.70 utterances.], batch size: 80, lr: 4.34e-04
2022-08-24 21:09:14,871 INFO [train.py:927] (4/8) Epoch 8, batch 10750, giga_loss[loss=0.2476, simple_loss=0.3216, pruned_loss=0.08678, over 12355.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2164, over 375.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3008, pruned_loss=0.06826, over 2473255.01 frames. utt_duration=518.2 frames, utt_pad_proportion=0.07432, over 19145.31 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2988, pruned_loss=0.06098, over 2457121.30 frames. utt_duration=1245 frames, utt_pad_proportion=0.0588, over 7901.10 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2994, pruned_loss=0.06831, over 2473937.31 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07485, over 20376.83 utterances.], batch size: 375, lr: 4.34e-04
2022-08-24 21:10:57,369 INFO [train.py:927] (4/8) Epoch 8, batch 10800, giga_loss[loss=0.2186, simple_loss=0.3063, pruned_loss=0.06544, over 12360.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0285, over 48.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3041, pruned_loss=0.06886, over 2472973.13 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06894, over 18142.42 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2986, pruned_loss=0.06092, over 2457437.88 frames. utt_duration=1248 frames, utt_pad_proportion=0.05769, over 7886.73 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3032, pruned_loss=0.06913, over 2473619.26 frames. utt_duration=512 frames, utt_pad_proportion=0.07021, over 19380.96 utterances.], batch size: 48, lr: 4.34e-04
2022-08-24 21:12:39,660 INFO [train.py:927] (4/8) Epoch 8, batch 10850, giga_loss[loss=0.1895, simple_loss=0.2846, pruned_loss=0.04718, over 12396.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04769, over 31.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3041, pruned_loss=0.06774, over 2472717.84 frames. utt_duration=550.7 frames, utt_pad_proportion=0.07238, over 18009.12 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2983, pruned_loss=0.06075, over 2457769.80 frames. utt_duration=1252 frames, utt_pad_proportion=0.05639, over 7860.39 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3039, pruned_loss=0.06831, over 2473359.25 frames. utt_duration=513.6 frames, utt_pad_proportion=0.07387, over 19318.69 utterances.], batch size: 31, lr: 4.34e-04
2022-08-24 21:14:25,307 INFO [train.py:927] (4/8) Epoch 8, batch 10900, giga_loss[loss=0.2245, simple_loss=0.3005, pruned_loss=0.07423, over 12360.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04068, over 145.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3039, pruned_loss=0.06699, over 2472154.83 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06992, over 17475.13 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2981, pruned_loss=0.06068, over 2457709.95 frames. utt_duration=1254 frames, utt_pad_proportion=0.05632, over 7848.09 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3039, pruned_loss=0.06753, over 2472764.32 frames. utt_duration=534.7 frames, utt_pad_proportion=0.07132, over 18550.53 utterances.], batch size: 145, lr: 4.34e-04
2022-08-24 21:16:08,638 INFO [train.py:927] (4/8) Epoch 8, batch 10950, giga_loss[loss=0.241, simple_loss=0.3157, pruned_loss=0.08314, over 12420.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03753, over 86.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3067, pruned_loss=0.0689, over 2472446.36 frames. utt_duration=588.3 frames, utt_pad_proportion=0.06456, over 16853.00 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2997, pruned_loss=0.06083, over 2458224.82 frames. utt_duration=1257 frames, utt_pad_proportion=0.05508, over 7834.74 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3054, pruned_loss=0.06937, over 2472837.54 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06662, over 17971.70 utterances.], batch size: 86, lr: 4.34e-04
2022-08-24 21:17:55,567 INFO [train.py:927] (4/8) Epoch 8, batch 11000, giga_loss[loss=0.2265, simple_loss=0.3007, pruned_loss=0.0761, over 12465.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04497, over 34.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3066, pruned_loss=0.06986, over 2471457.64 frames. utt_duration=595.7 frames, utt_pad_proportion=0.06562, over 16637.93 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2998, pruned_loss=0.06077, over 2458037.95 frames. utt_duration=1259 frames, utt_pad_proportion=0.05469, over 7820.43 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3055, pruned_loss=0.07036, over 2472060.41 frames. utt_duration=563 frames, utt_pad_proportion=0.06741, over 17610.13 utterances.], batch size: 34, lr: 4.34e-04
2022-08-24 21:19:38,678 INFO [train.py:927] (4/8) Epoch 8, batch 11050, giga_loss[loss=0.2098, simple_loss=0.3035, pruned_loss=0.05806, over 12388.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04501, over 146.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3053, pruned_loss=0.06929, over 2472438.32 frames. utt_duration=598.8 frames, utt_pad_proportion=0.06012, over 16556.21 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2999, pruned_loss=0.06087, over 2458368.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05317, over 7799.07 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3046, pruned_loss=0.06993, over 2473137.26 frames. utt_duration=561 frames, utt_pad_proportion=0.06258, over 17680.28 utterances.], batch size: 146, lr: 4.34e-04
2022-08-24 21:21:24,232 INFO [train.py:927] (4/8) Epoch 8, batch 11100, giga_loss[loss=0.2113, simple_loss=0.2948, pruned_loss=0.06395, over 12337.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03177, over 85.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3035, pruned_loss=0.06856, over 2472489.98 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06606, over 17194.40 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2999, pruned_loss=0.06107, over 2458508.27 frames. utt_duration=1252 frames, utt_pad_proportion=0.05687, over 7862.56 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.303, pruned_loss=0.06911, over 2473314.48 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06646, over 18271.90 utterances.], batch size: 85, lr: 4.34e-04
2022-08-24 21:23:10,171 INFO [train.py:927] (4/8) Epoch 8, batch 11150, giga_loss[loss=0.2277, simple_loss=0.3103, pruned_loss=0.07255, over 12358.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03223, over 58.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.299, pruned_loss=0.06682, over 2472857.59 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06586, over 17575.41 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2997, pruned_loss=0.06104, over 2458737.45 frames. utt_duration=1239 frames, utt_pad_proportion=0.06072, over 7946.09 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2988, pruned_loss=0.0675, over 2473735.31 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06503, over 18673.47 utterances.], batch size: 58, lr: 4.34e-04
2022-08-24 21:24:54,960 INFO [train.py:927] (4/8) Epoch 8, batch 11200, giga_loss[loss=0.222, simple_loss=0.3092, pruned_loss=0.06746, over 12411.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03763, over 105.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2955, pruned_loss=0.06572, over 2473342.32 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06736, over 18231.06 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2996, pruned_loss=0.06098, over 2458968.92 frames. utt_duration=1240 frames, utt_pad_proportion=0.05973, over 7940.36 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2954, pruned_loss=0.06644, over 2474160.56 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06705, over 19334.22 utterances.], batch size: 105, lr: 4.34e-04
2022-08-24 21:26:40,353 INFO [train.py:927] (4/8) Epoch 8, batch 11250, giga_loss[loss=0.2055, simple_loss=0.2941, pruned_loss=0.05844, over 12453.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03107, over 75.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2955, pruned_loss=0.06533, over 2472691.04 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06873, over 18074.89 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.3, pruned_loss=0.06081, over 2459235.51 frames. utt_duration=1244 frames, utt_pad_proportion=0.05785, over 7918.45 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2949, pruned_loss=0.06631, over 2473790.13 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06935, over 19489.88 utterances.], batch size: 75, lr: 4.34e-04
2022-08-24 21:28:23,306 INFO [train.py:927] (4/8) Epoch 8, batch 11300, giga_loss[loss=0.1678, simple_loss=0.2561, pruned_loss=0.03977, over 12261.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02727, over 45.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2933, pruned_loss=0.06442, over 2472578.54 frames. utt_duration=585.1 frames, utt_pad_proportion=0.06341, over 16947.29 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.3, pruned_loss=0.0607, over 2459392.53 frames. utt_duration=1243 frames, utt_pad_proportion=0.05795, over 7922.64 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2927, pruned_loss=0.06535, over 2473480.79 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06427, over 18192.31 utterances.], batch size: 45, lr: 4.34e-04
2022-08-24 21:30:07,916 INFO [train.py:927] (4/8) Epoch 8, batch 11350, giga_loss[loss=0.1768, simple_loss=0.2564, pruned_loss=0.04862, over 12191.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03266, over 39.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2902, pruned_loss=0.0631, over 2472351.16 frames. utt_duration=603 frames, utt_pad_proportion=0.05865, over 16442.45 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.3009, pruned_loss=0.06092, over 2459547.57 frames. utt_duration=1244 frames, utt_pad_proportion=0.05772, over 7918.03 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.06363, over 2472973.88 frames. utt_duration=568 frames, utt_pad_proportion=0.05972, over 17460.43 utterances.], batch size: 39, lr: 4.34e-04
2022-08-24 21:31:52,610 INFO [train.py:927] (4/8) Epoch 8, batch 11400, giga_loss[loss=0.1966, simple_loss=0.2792, pruned_loss=0.05697, over 12417.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.0374, over 105.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2872, pruned_loss=0.06192, over 2472676.74 frames. utt_duration=624.4 frames, utt_pad_proportion=0.05459, over 15878.48 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.3008, pruned_loss=0.06105, over 2459927.34 frames. utt_duration=1248 frames, utt_pad_proportion=0.05633, over 7896.22 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2859, pruned_loss=0.06229, over 2473238.17 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05627, over 16973.64 utterances.], batch size: 105, lr: 4.34e-04
2022-08-24 21:33:34,489 INFO [train.py:927] (4/8) Epoch 8, batch 11450, giga_loss[loss=0.2109, simple_loss=0.2799, pruned_loss=0.071, over 12197.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03178, over 42.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2838, pruned_loss=0.0609, over 2471982.56 frames. utt_duration=656.2 frames, utt_pad_proportion=0.05035, over 15103.91 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.3004, pruned_loss=0.0609, over 2459893.15 frames. utt_duration=1252 frames, utt_pad_proportion=0.0555, over 7869.49 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2828, pruned_loss=0.06133, over 2472712.46 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05234, over 16139.73 utterances.], batch size: 42, lr: 4.34e-04
2022-08-24 21:35:25,185 INFO [train.py:927] (4/8) Epoch 8, batch 11500, giga_loss[loss=0.1972, simple_loss=0.278, pruned_loss=0.05824, over 12273.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02705, over 54.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2822, pruned_loss=0.06079, over 2471375.73 frames. utt_duration=675.6 frames, utt_pad_proportion=0.04785, over 14664.70 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.3006, pruned_loss=0.06118, over 2460146.13 frames. utt_duration=1255 frames, utt_pad_proportion=0.05421, over 7849.67 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2807, pruned_loss=0.06087, over 2472039.96 frames. utt_duration=631 frames, utt_pad_proportion=0.05017, over 15708.87 utterances.], batch size: 54, lr: 4.34e-04
2022-08-24 21:37:11,319 INFO [train.py:927] (4/8) Epoch 8, batch 11550, giga_loss[loss=0.2165, simple_loss=0.295, pruned_loss=0.06903, over 12295.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02742, over 45.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2844, pruned_loss=0.06241, over 2471463.17 frames. utt_duration=638.4 frames, utt_pad_proportion=0.05368, over 15521.15 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.3006, pruned_loss=0.06119, over 2460376.68 frames. utt_duration=1257 frames, utt_pad_proportion=0.0536, over 7839.00 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.283, pruned_loss=0.06245, over 2471919.22 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05534, over 16450.01 utterances.], batch size: 45, lr: 4.34e-04
2022-08-24 21:38:54,070 INFO [train.py:927] (4/8) Epoch 8, batch 11600, giga_loss[loss=0.2973, simple_loss=0.3512, pruned_loss=0.1217, over 12373.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1081, over 259.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2888, pruned_loss=0.06502, over 2471679.38 frames. utt_duration=609.3 frames, utt_pad_proportion=0.06305, over 16266.65 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.3008, pruned_loss=0.06127, over 2460765.29 frames. utt_duration=1251 frames, utt_pad_proportion=0.05424, over 7879.72 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2872, pruned_loss=0.06504, over 2471974.45 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06362, over 17148.03 utterances.], batch size: 259, lr: 4.33e-04
2022-08-24 21:40:38,197 INFO [train.py:927] (4/8) Epoch 8, batch 11650, giga_loss[loss=0.2146, simple_loss=0.2906, pruned_loss=0.06923, over 12431.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04761, over 34.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2941, pruned_loss=0.0674, over 2472453.43 frames. utt_duration=595.2 frames, utt_pad_proportion=0.06353, over 16657.71 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.3004, pruned_loss=0.06126, over 2460773.63 frames. utt_duration=1247 frames, utt_pad_proportion=0.05686, over 7905.13 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2929, pruned_loss=0.06761, over 2473100.16 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06314, over 17653.69 utterances.], batch size: 34, lr: 4.33e-04
2022-08-24 21:42:23,738 INFO [train.py:927] (4/8) Epoch 8, batch 11700, giga_loss[loss=0.2437, simple_loss=0.3243, pruned_loss=0.08159, over 12360.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02854, over 91.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2988, pruned_loss=0.06927, over 2473115.23 frames. utt_duration=546 frames, utt_pad_proportion=0.07545, over 18169.22 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2999, pruned_loss=0.06117, over 2460960.21 frames. utt_duration=1253 frames, utt_pad_proportion=0.05563, over 7864.39 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2981, pruned_loss=0.06974, over 2473785.96 frames. utt_duration=514.7 frames, utt_pad_proportion=0.07524, over 19279.23 utterances.], batch size: 91, lr: 4.33e-04
2022-08-24 21:44:08,760 INFO [train.py:927] (4/8) Epoch 8, batch 11750, giga_loss[loss=0.1838, simple_loss=0.2751, pruned_loss=0.04629, over 12342.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03587, over 104.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3015, pruned_loss=0.07008, over 2472923.44 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07507, over 18972.35 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2996, pruned_loss=0.06103, over 2460938.41 frames. utt_duration=1255 frames, utt_pad_proportion=0.05547, over 7853.06 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3013, pruned_loss=0.07062, over 2473526.77 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07502, over 19904.97 utterances.], batch size: 104, lr: 4.33e-04
2022-08-24 21:45:52,426 INFO [train.py:927] (4/8) Epoch 8, batch 11800, giga_loss[loss=0.1839, simple_loss=0.2772, pruned_loss=0.04528, over 12401.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02958, over 62.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2996, pruned_loss=0.06744, over 2473275.13 frames. utt_duration=546 frames, utt_pad_proportion=0.06923, over 18169.78 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2998, pruned_loss=0.06095, over 2461159.56 frames. utt_duration=1258 frames, utt_pad_proportion=0.05474, over 7835.15 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2993, pruned_loss=0.06807, over 2473775.11 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06982, over 19118.51 utterances.], batch size: 62, lr: 4.33e-04
2022-08-24 21:47:37,941 INFO [train.py:927] (4/8) Epoch 8, batch 11850, giga_loss[loss=0.2123, simple_loss=0.3003, pruned_loss=0.06218, over 12371.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03046, over 62.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3011, pruned_loss=0.06789, over 2473423.08 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06678, over 17774.85 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2998, pruned_loss=0.06095, over 2461159.56 frames. utt_duration=1258 frames, utt_pad_proportion=0.05474, over 7835.15 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3009, pruned_loss=0.06838, over 2473812.22 frames. utt_duration=536 frames, utt_pad_proportion=0.06735, over 18513.26 utterances.], batch size: 62, lr: 4.33e-04
2022-08-24 21:49:23,174 INFO [train.py:927] (4/8) Epoch 8, batch 11900, giga_loss[loss=0.2164, simple_loss=0.2936, pruned_loss=0.0696, over 12378.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.0491, over 34.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3039, pruned_loss=0.07, over 2472476.29 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06737, over 18028.80 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2998, pruned_loss=0.06109, over 2461083.85 frames. utt_duration=1249 frames, utt_pad_proportion=0.05813, over 7890.66 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3037, pruned_loss=0.07041, over 2473062.79 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06668, over 18739.81 utterances.], batch size: 34, lr: 4.33e-04
2022-08-24 21:51:06,657 INFO [train.py:927] (4/8) Epoch 8, batch 11950, giga_loss[loss=0.2243, simple_loss=0.308, pruned_loss=0.07026, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02847, over 45.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3056, pruned_loss=0.0715, over 2472141.41 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06817, over 17890.25 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.3003, pruned_loss=0.06158, over 2460884.42 frames. utt_duration=1248 frames, utt_pad_proportion=0.05835, over 7896.45 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.305, pruned_loss=0.07147, over 2472934.43 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06755, over 18586.60 utterances.], batch size: 45, lr: 4.33e-04
2022-08-24 21:52:49,678 INFO [train.py:927] (4/8) Epoch 8, batch 12000, giga_loss[loss=0.2064, simple_loss=0.2882, pruned_loss=0.06234, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03224, over 40.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3059, pruned_loss=0.07079, over 2472809.97 frames. utt_duration=595.3 frames, utt_pad_proportion=0.06346, over 16658.37 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.3008, pruned_loss=0.06161, over 2461102.49 frames. utt_duration=1245 frames, utt_pad_proportion=0.05826, over 7915.45 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3051, pruned_loss=0.07096, over 2473519.46 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06326, over 17412.20 utterances.], batch size: 40, lr: 4.33e-04
2022-08-24 21:52:49,680 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 21:53:04,023 INFO [train.py:967] (4/8) Epoch 8, validation: loss=0.1912, simple_loss=0.3092, pruned_loss=0.0366, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 21:54:47,172 INFO [train.py:927] (4/8) Epoch 8, batch 12050, giga_loss[loss=0.2402, simple_loss=0.3193, pruned_loss=0.08056, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03966, over 113.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3068, pruned_loss=0.07124, over 2473154.36 frames. utt_duration=603.2 frames, utt_pad_proportion=0.06254, over 16440.45 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.3006, pruned_loss=0.06176, over 2461246.90 frames. utt_duration=1251 frames, utt_pad_proportion=0.05645, over 7876.08 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3066, pruned_loss=0.07162, over 2474044.90 frames. utt_duration=568.8 frames, utt_pad_proportion=0.0633, over 17444.88 utterances.], batch size: 113, lr: 4.33e-04
2022-08-24 21:56:28,733 INFO [train.py:927] (4/8) Epoch 8, batch 12100, giga_loss[loss=0.2228, simple_loss=0.3102, pruned_loss=0.06767, over 12389.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.04574, over 34.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.307, pruned_loss=0.07181, over 2473281.19 frames. utt_duration=617.8 frames, utt_pad_proportion=0.05964, over 16053.04 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.3005, pruned_loss=0.06185, over 2461586.75 frames. utt_duration=1252 frames, utt_pad_proportion=0.05509, over 7871.66 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3072, pruned_loss=0.07244, over 2474178.94 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06109, over 17217.24 utterances.], batch size: 34, lr: 4.33e-04
2022-08-24 21:58:13,030 INFO [train.py:927] (4/8) Epoch 8, batch 12150, giga_loss[loss=0.1998, simple_loss=0.2797, pruned_loss=0.05996, over 12439.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0374, over 40.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.306, pruned_loss=0.07159, over 2472523.25 frames. utt_duration=618.2 frames, utt_pad_proportion=0.05957, over 16037.44 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3005, pruned_loss=0.06213, over 2461801.15 frames. utt_duration=1257 frames, utt_pad_proportion=0.05404, over 7844.03 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3063, pruned_loss=0.07211, over 2473320.43 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06122, over 17214.81 utterances.], batch size: 40, lr: 4.33e-04
2022-08-24 21:59:53,203 INFO [train.py:927] (4/8) Epoch 8, batch 12200, libri_loss[loss=0.2263, simple_loss=0.301, pruned_loss=0.07577, over 12188.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006089, over 33.00 utterances.], tot_loss[loss=0.225, simple_loss=0.306, pruned_loss=0.07194, over 2472693.24 frames. utt_duration=637 frames, utt_pad_proportion=0.05683, over 15562.83 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.3001, pruned_loss=0.06211, over 2462285.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.05268, over 7807.99 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3068, pruned_loss=0.07269, over 2473230.80 frames. utt_duration=590.4 frames, utt_pad_proportion=0.059, over 16798.18 utterances.], batch size: 33, lr: 4.33e-04
2022-08-24 22:01:38,276 INFO [train.py:927] (4/8) Epoch 8, batch 12250, giga_loss[loss=0.1933, simple_loss=0.2887, pruned_loss=0.04895, over 12356.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04748, over 26.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3061, pruned_loss=0.07145, over 2472538.34 frames. utt_duration=637.2 frames, utt_pad_proportion=0.0574, over 15557.87 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3001, pruned_loss=0.06227, over 2462392.03 frames. utt_duration=1261 frames, utt_pad_proportion=0.05273, over 7817.54 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3068, pruned_loss=0.07211, over 2473072.38 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05916, over 16708.09 utterances.], batch size: 26, lr: 4.33e-04
2022-08-24 22:03:20,221 INFO [train.py:927] (4/8) Epoch 8, batch 12300, giga_loss[loss=0.2356, simple_loss=0.3196, pruned_loss=0.07575, over 12409.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.0433, over 146.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3072, pruned_loss=0.07246, over 2472968.93 frames. utt_duration=625.1 frames, utt_pad_proportion=0.05977, over 15862.54 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3008, pruned_loss=0.06282, over 2462752.54 frames. utt_duration=1248 frames, utt_pad_proportion=0.05656, over 7905.25 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3073, pruned_loss=0.07267, over 2473262.42 frames. utt_duration=589.3 frames, utt_pad_proportion=0.05952, over 16829.88 utterances.], batch size: 146, lr: 4.33e-04
2022-08-24 22:05:05,439 INFO [train.py:927] (4/8) Epoch 8, batch 12350, giga_loss[loss=0.2321, simple_loss=0.3088, pruned_loss=0.07768, over 12394.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02495, over 66.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3051, pruned_loss=0.07143, over 2473378.96 frames. utt_duration=617.2 frames, utt_pad_proportion=0.05888, over 16068.69 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3012, pruned_loss=0.06306, over 2463086.16 frames. utt_duration=1249 frames, utt_pad_proportion=0.0561, over 7898.22 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3048, pruned_loss=0.07147, over 2473396.76 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05894, over 16913.13 utterances.], batch size: 66, lr: 4.33e-04
2022-08-24 22:06:46,160 INFO [train.py:927] (4/8) Epoch 8, batch 12400, giga_loss[loss=0.213, simple_loss=0.2876, pruned_loss=0.06921, over 12217.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.02836, over 39.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3033, pruned_loss=0.07092, over 2472876.18 frames. utt_duration=637.4 frames, utt_pad_proportion=0.05905, over 15555.69 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3013, pruned_loss=0.06342, over 2463488.49 frames. utt_duration=1257 frames, utt_pad_proportion=0.05473, over 7851.43 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3031, pruned_loss=0.07087, over 2472829.10 frames. utt_duration=599.9 frames, utt_pad_proportion=0.0597, over 16529.34 utterances.], batch size: 39, lr: 4.33e-04
2022-08-24 22:08:29,883 INFO [train.py:927] (4/8) Epoch 8, batch 12450, giga_loss[loss=0.1992, simple_loss=0.2839, pruned_loss=0.0573, over 12452.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.0369, over 105.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3001, pruned_loss=0.06956, over 2471924.95 frames. utt_duration=633.6 frames, utt_pad_proportion=0.06135, over 15641.90 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3015, pruned_loss=0.06361, over 2463748.26 frames. utt_duration=1243 frames, utt_pad_proportion=0.05887, over 7935.91 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2998, pruned_loss=0.06946, over 2471770.46 frames. utt_duration=602.8 frames, utt_pad_proportion=0.06024, over 16442.83 utterances.], batch size: 105, lr: 4.33e-04
2022-08-24 22:10:14,661 INFO [train.py:927] (4/8) Epoch 8, batch 12500, giga_loss[loss=0.2028, simple_loss=0.2836, pruned_loss=0.06106, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03105, over 97.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.297, pruned_loss=0.06796, over 2472478.40 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06513, over 16823.60 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3015, pruned_loss=0.0637, over 2463652.52 frames. utt_duration=1245 frames, utt_pad_proportion=0.05866, over 7927.23 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2967, pruned_loss=0.06783, over 2472480.66 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06428, over 17495.67 utterances.], batch size: 97, lr: 4.32e-04
2022-08-24 22:11:57,853 INFO [train.py:927] (4/8) Epoch 8, batch 12550, giga_loss[loss=0.2081, simple_loss=0.2975, pruned_loss=0.05937, over 12318.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.03489, over 58.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2956, pruned_loss=0.06761, over 2472113.10 frames. utt_duration=584.4 frames, utt_pad_proportion=0.06736, over 16964.74 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3016, pruned_loss=0.06379, over 2463548.05 frames. utt_duration=1247 frames, utt_pad_proportion=0.05796, over 7914.37 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2953, pruned_loss=0.06747, over 2472318.72 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06689, over 17618.60 utterances.], batch size: 58, lr: 4.32e-04
2022-08-24 22:13:41,222 INFO [train.py:927] (4/8) Epoch 8, batch 12600, libri_loss[loss=0.2451, simple_loss=0.3251, pruned_loss=0.08259, over 12458.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005264, over 35.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2972, pruned_loss=0.06764, over 2471995.25 frames. utt_duration=582.4 frames, utt_pad_proportion=0.06561, over 17021.51 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3015, pruned_loss=0.06385, over 2463744.23 frames. utt_duration=1253 frames, utt_pad_proportion=0.05666, over 7876.42 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2969, pruned_loss=0.06759, over 2472221.08 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06592, over 17853.23 utterances.], batch size: 35, lr: 4.32e-04
2022-08-24 22:15:22,220 INFO [train.py:927] (4/8) Epoch 8, batch 12650, libri_loss[loss=0.2466, simple_loss=0.314, pruned_loss=0.08962, over 12131.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005976, over 32.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2984, pruned_loss=0.06761, over 2473161.71 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06622, over 17882.34 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3016, pruned_loss=0.06423, over 2463807.21 frames. utt_duration=1258 frames, utt_pad_proportion=0.05518, over 7845.16 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2979, pruned_loss=0.06734, over 2473573.34 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06705, over 18874.56 utterances.], batch size: 32, lr: 4.32e-04
2022-08-24 22:17:01,957 INFO [train.py:927] (4/8) Epoch 8, batch 12700, libri_loss[loss=0.1929, simple_loss=0.2686, pruned_loss=0.05865, over 12188.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008877, over 30.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2973, pruned_loss=0.06651, over 2473939.98 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06101, over 17700.90 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3019, pruned_loss=0.06452, over 2464045.63 frames. utt_duration=1259 frames, utt_pad_proportion=0.05439, over 7835.24 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2966, pruned_loss=0.06611, over 2474260.11 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06227, over 18671.24 utterances.], batch size: 30, lr: 4.32e-04
2022-08-24 22:18:44,149 INFO [train.py:927] (4/8) Epoch 8, batch 12750, giga_loss[loss=0.239, simple_loss=0.3256, pruned_loss=0.07618, over 12396.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07335, over 212.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2976, pruned_loss=0.06645, over 2473095.77 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06737, over 18393.83 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3022, pruned_loss=0.06485, over 2464006.03 frames. utt_duration=1263 frames, utt_pad_proportion=0.05296, over 7810.25 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2968, pruned_loss=0.06591, over 2473682.64 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06863, over 19506.22 utterances.], batch size: 212, lr: 4.32e-04
2022-08-24 22:20:23,837 INFO [train.py:927] (4/8) Epoch 8, batch 12800, giga_loss[loss=0.2388, simple_loss=0.3222, pruned_loss=0.07773, over 12364.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02856, over 91.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2993, pruned_loss=0.06724, over 2473399.50 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06475, over 18064.67 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3022, pruned_loss=0.06508, over 2464145.90 frames. utt_duration=1267 frames, utt_pad_proportion=0.05194, over 7788.25 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2986, pruned_loss=0.06665, over 2473954.28 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06639, over 19211.35 utterances.], batch size: 91, lr: 4.32e-04
2022-08-24 22:22:05,796 INFO [train.py:927] (4/8) Epoch 8, batch 12850, giga_loss[loss=0.2261, simple_loss=0.3098, pruned_loss=0.07118, over 12372.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05451, over 181.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3009, pruned_loss=0.06819, over 2473286.86 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06024, over 17664.56 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3023, pruned_loss=0.06546, over 2464135.67 frames. utt_duration=1270 frames, utt_pad_proportion=0.05116, over 7770.60 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3002, pruned_loss=0.06742, over 2473915.78 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06216, over 18777.89 utterances.], batch size: 181, lr: 4.32e-04
2022-08-24 22:23:51,695 INFO [train.py:927] (4/8) Epoch 8, batch 12900, giga_loss[loss=0.2211, simple_loss=0.2951, pruned_loss=0.07354, over 12445.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03084, over 37.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3015, pruned_loss=0.06841, over 2472631.30 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05726, over 17399.81 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3024, pruned_loss=0.06556, over 2464209.99 frames. utt_duration=1268 frames, utt_pad_proportion=0.0513, over 7783.75 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3009, pruned_loss=0.06773, over 2473095.80 frames. utt_duration=542 frames, utt_pad_proportion=0.05891, over 18301.44 utterances.], batch size: 37, lr: 4.32e-04
2022-08-24 22:25:33,702 INFO [train.py:927] (4/8) Epoch 8, batch 12950, giga_loss[loss=0.1855, simple_loss=0.2684, pruned_loss=0.05128, over 12261.00 frames. utt_duration=963.2 frames, utt_pad_proportion=0.03877, over 51.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3012, pruned_loss=0.06862, over 2472399.64 frames. utt_duration=548.3 frames, utt_pad_proportion=0.0625, over 18085.36 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3026, pruned_loss=0.06578, over 2463963.87 frames. utt_duration=1269 frames, utt_pad_proportion=0.05085, over 7778.01 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3005, pruned_loss=0.06794, over 2473073.56 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06375, over 18925.73 utterances.], batch size: 51, lr: 4.32e-04
2022-08-24 22:27:14,710 INFO [train.py:927] (4/8) Epoch 8, batch 13000, giga_loss[loss=0.2201, simple_loss=0.3094, pruned_loss=0.06537, over 12364.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02871, over 70.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2992, pruned_loss=0.06792, over 2472880.08 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05916, over 17898.58 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3024, pruned_loss=0.06582, over 2463996.66 frames. utt_duration=1271 frames, utt_pad_proportion=0.05023, over 7763.52 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2988, pruned_loss=0.06739, over 2473553.93 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06059, over 18763.36 utterances.], batch size: 70, lr: 4.32e-04
2022-08-24 22:28:55,588 INFO [train.py:927] (4/8) Epoch 8, batch 13050, giga_loss[loss=0.2288, simple_loss=0.3111, pruned_loss=0.07323, over 12326.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03383, over 85.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2997, pruned_loss=0.06679, over 2473376.98 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05886, over 18268.14 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3022, pruned_loss=0.06575, over 2463861.67 frames. utt_duration=1272 frames, utt_pad_proportion=0.05007, over 7754.70 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2995, pruned_loss=0.06645, over 2474049.72 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06004, over 18993.33 utterances.], batch size: 85, lr: 4.32e-04
2022-08-24 22:30:36,773 INFO [train.py:927] (4/8) Epoch 8, batch 13100, giga_loss[loss=0.1735, simple_loss=0.251, pruned_loss=0.04802, over 12306.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04353, over 26.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2985, pruned_loss=0.06627, over 2473275.83 frames. utt_duration=552 frames, utt_pad_proportion=0.05746, over 17970.41 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3023, pruned_loss=0.06583, over 2463902.32 frames. utt_duration=1276 frames, utt_pad_proportion=0.04954, over 7735.45 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2983, pruned_loss=0.06595, over 2473897.95 frames. utt_duration=530.9 frames, utt_pad_proportion=0.05867, over 18690.90 utterances.], batch size: 26, lr: 4.32e-04
2022-08-24 22:32:18,792 INFO [train.py:927] (4/8) Epoch 8, batch 13150, giga_loss[loss=0.2354, simple_loss=0.3124, pruned_loss=0.07917, over 12399.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02872, over 58.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2991, pruned_loss=0.06838, over 2474056.78 frames. utt_duration=543.7 frames, utt_pad_proportion=0.0574, over 18251.91 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3025, pruned_loss=0.06637, over 2464139.25 frames. utt_duration=1267 frames, utt_pad_proportion=0.05342, over 7790.88 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2986, pruned_loss=0.06765, over 2474577.96 frames. utt_duration=521.4 frames, utt_pad_proportion=0.05688, over 19039.05 utterances.], batch size: 58, lr: 4.32e-04
2022-08-24 22:33:59,421 INFO [train.py:927] (4/8) Epoch 8, batch 13200, giga_loss[loss=0.209, simple_loss=0.2892, pruned_loss=0.06433, over 12281.00 frames. utt_duration=964.9 frames, utt_pad_proportion=0.03702, over 51.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2984, pruned_loss=0.06863, over 2474712.03 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06152, over 18933.57 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3029, pruned_loss=0.06668, over 2464298.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.05727, over 7863.11 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2975, pruned_loss=0.06782, over 2475160.18 frames. utt_duration=504.4 frames, utt_pad_proportion=0.05957, over 19686.20 utterances.], batch size: 51, lr: 4.32e-04
2022-08-24 22:35:39,491 INFO [train.py:927] (4/8) Epoch 8, batch 13250, libri_loss[loss=0.2703, simple_loss=0.3378, pruned_loss=0.1014, over 12250.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005051, over 34.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2964, pruned_loss=0.06814, over 2474737.25 frames. utt_duration=525.1 frames, utt_pad_proportion=0.0627, over 18903.83 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3035, pruned_loss=0.06752, over 2464660.61 frames. utt_duration=1245 frames, utt_pad_proportion=0.06046, over 7930.04 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2949, pruned_loss=0.0668, over 2475250.95 frames. utt_duration=497.8 frames, utt_pad_proportion=0.0601, over 19950.96 utterances.], batch size: 34, lr: 4.32e-04
2022-08-24 22:37:21,417 INFO [train.py:927] (4/8) Epoch 8, batch 13300, giga_loss[loss=0.2119, simple_loss=0.2816, pruned_loss=0.07111, over 12388.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02968, over 97.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2922, pruned_loss=0.06647, over 2474910.07 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06089, over 18257.55 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3026, pruned_loss=0.06742, over 2464430.33 frames. utt_duration=1254 frames, utt_pad_proportion=0.05929, over 7870.89 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2915, pruned_loss=0.06546, over 2475775.51 frames. utt_duration=511.1 frames, utt_pad_proportion=0.05928, over 19433.99 utterances.], batch size: 97, lr: 4.32e-04
2022-08-24 22:39:03,434 INFO [train.py:927] (4/8) Epoch 8, batch 13350, giga_loss[loss=0.1998, simple_loss=0.2813, pruned_loss=0.05914, over 12370.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.0522, over 34.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2932, pruned_loss=0.06618, over 2474551.41 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06361, over 18086.43 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3033, pruned_loss=0.06757, over 2464542.31 frames. utt_duration=1245 frames, utt_pad_proportion=0.06326, over 7928.53 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2919, pruned_loss=0.06523, over 2475276.98 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06064, over 19111.33 utterances.], batch size: 34, lr: 4.32e-04
2022-08-24 22:40:45,953 INFO [train.py:927] (4/8) Epoch 8, batch 13400, giga_loss[loss=0.2319, simple_loss=0.3181, pruned_loss=0.07281, over 12389.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05872, over 182.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2956, pruned_loss=0.0668, over 2475270.35 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05982, over 17444.49 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3035, pruned_loss=0.06764, over 2464731.83 frames. utt_duration=1248 frames, utt_pad_proportion=0.06228, over 7908.15 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2943, pruned_loss=0.06596, over 2475844.94 frames. utt_duration=538.4 frames, utt_pad_proportion=0.05792, over 18445.91 utterances.], batch size: 182, lr: 4.32e-04
2022-08-24 22:42:29,456 INFO [train.py:927] (4/8) Epoch 8, batch 13450, giga_loss[loss=0.241, simple_loss=0.3274, pruned_loss=0.07728, over 12368.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03151, over 97.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2972, pruned_loss=0.06726, over 2474921.03 frames. utt_duration=589.3 frames, utt_pad_proportion=0.05883, over 16842.81 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3034, pruned_loss=0.06781, over 2465537.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.06046, over 7880.48 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2959, pruned_loss=0.0664, over 2475026.06 frames. utt_duration=550.9 frames, utt_pad_proportion=0.05805, over 18018.80 utterances.], batch size: 97, lr: 4.31e-04
2022-08-24 22:44:24,222 INFO [train.py:927] (4/8) Epoch 8, batch 13500, giga_loss[loss=0.2579, simple_loss=0.3408, pruned_loss=0.08748, over 12381.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03949, over 113.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3031, pruned_loss=0.07186, over 2475106.13 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06553, over 17591.55 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.304, pruned_loss=0.06842, over 2465611.98 frames. utt_duration=1242 frames, utt_pad_proportion=0.0639, over 7950.12 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3015, pruned_loss=0.07067, over 2475289.75 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06335, over 18636.08 utterances.], batch size: 113, lr: 4.31e-04
2022-08-24 22:46:08,023 INFO [train.py:927] (4/8) Epoch 8, batch 13550, giga_loss[loss=0.2647, simple_loss=0.3375, pruned_loss=0.09591, over 12293.00 frames. utt_duration=849.6 frames, utt_pad_proportion=0.03673, over 58.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3106, pruned_loss=0.07758, over 2474968.38 frames. utt_duration=525.7 frames, utt_pad_proportion=0.07088, over 18883.87 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3042, pruned_loss=0.06885, over 2465807.38 frames. utt_duration=1246 frames, utt_pad_proportion=0.06297, over 7925.28 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3093, pruned_loss=0.07638, over 2475119.62 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06946, over 19945.13 utterances.], batch size: 58, lr: 4.31e-04
2022-08-24 22:47:52,006 INFO [train.py:927] (4/8) Epoch 8, batch 13600, libri_loss[loss=0.2512, simple_loss=0.3309, pruned_loss=0.0857, over 12453.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01439, over 40.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.316, pruned_loss=0.08166, over 2474593.59 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06829, over 18702.30 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3035, pruned_loss=0.0688, over 2465721.85 frames. utt_duration=1254 frames, utt_pad_proportion=0.06134, over 7874.21 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3158, pruned_loss=0.08114, over 2475102.15 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06795, over 20006.63 utterances.], batch size: 40, lr: 4.31e-04
2022-08-24 22:49:35,361 INFO [train.py:927] (4/8) Epoch 8, batch 13650, giga_loss[loss=0.201, simple_loss=0.2887, pruned_loss=0.05666, over 12456.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03805, over 31.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3205, pruned_loss=0.08549, over 2474256.96 frames. utt_duration=504 frames, utt_pad_proportion=0.07346, over 19693.00 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3032, pruned_loss=0.06883, over 2465190.63 frames. utt_duration=1259 frames, utt_pad_proportion=0.0602, over 7841.24 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3211, pruned_loss=0.0855, over 2475412.99 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07334, over 21095.96 utterances.], batch size: 31, lr: 4.31e-04
2022-08-24 22:51:23,070 INFO [train.py:927] (4/8) Epoch 8, batch 13700, giga_loss[loss=0.266, simple_loss=0.3343, pruned_loss=0.09884, over 12392.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04409, over 26.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3243, pruned_loss=0.0895, over 2473817.49 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07939, over 20327.73 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3032, pruned_loss=0.06914, over 2465482.20 frames. utt_duration=1253 frames, utt_pad_proportion=0.06035, over 7882.35 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3256, pruned_loss=0.08993, over 2474835.36 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0791, over 21866.32 utterances.], batch size: 26, lr: 4.31e-04
2022-08-24 22:53:14,594 INFO [train.py:927] (4/8) Epoch 8, batch 13750, giga_loss[loss=0.2585, simple_loss=0.3307, pruned_loss=0.09313, over 12375.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03325, over 122.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3318, pruned_loss=0.09652, over 2473441.83 frames. utt_duration=441.1 frames, utt_pad_proportion=0.09012, over 22504.25 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3031, pruned_loss=0.06925, over 2465295.35 frames. utt_duration=1255 frames, utt_pad_proportion=0.05967, over 7866.19 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3332, pruned_loss=0.09711, over 2474523.17 frames. utt_duration=415.1 frames, utt_pad_proportion=0.08969, over 23930.70 utterances.], batch size: 122, lr: 4.31e-04
2022-08-24 22:54:58,711 INFO [train.py:927] (4/8) Epoch 8, batch 13800, giga_loss[loss=0.2105, simple_loss=0.2914, pruned_loss=0.0648, over 12350.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03392, over 51.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3332, pruned_loss=0.09864, over 2473397.00 frames. utt_duration=419 frames, utt_pad_proportion=0.09385, over 23691.69 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3032, pruned_loss=0.06934, over 2465194.72 frames. utt_duration=1258 frames, utt_pad_proportion=0.05901, over 7849.29 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3347, pruned_loss=0.09939, over 2474437.46 frames. utt_duration=397 frames, utt_pad_proportion=0.09362, over 25020.46 utterances.], batch size: 51, lr: 4.31e-04
2022-08-24 22:56:43,692 INFO [train.py:927] (4/8) Epoch 8, batch 13850, giga_loss[loss=0.2561, simple_loss=0.3324, pruned_loss=0.08992, over 12424.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02187, over 48.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3337, pruned_loss=0.09752, over 2473732.20 frames. utt_duration=429.9 frames, utt_pad_proportion=0.08916, over 23096.60 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3036, pruned_loss=0.06966, over 2465338.89 frames. utt_duration=1265 frames, utt_pad_proportion=0.05753, over 7805.43 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3354, pruned_loss=0.09871, over 2474688.70 frames. utt_duration=402.5 frames, utt_pad_proportion=0.0899, over 24681.74 utterances.], batch size: 48, lr: 4.31e-04
2022-08-24 22:58:31,585 INFO [train.py:927] (4/8) Epoch 8, batch 13900, giga_loss[loss=0.2429, simple_loss=0.324, pruned_loss=0.08096, over 12445.00 frames. utt_duration=442.1 frames, utt_pad_proportion=0.03251, over 113.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3346, pruned_loss=0.09749, over 2473924.46 frames. utt_duration=426 frames, utt_pad_proportion=0.08797, over 23311.46 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3035, pruned_loss=0.06979, over 2465142.21 frames. utt_duration=1268 frames, utt_pad_proportion=0.05666, over 7787.46 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3365, pruned_loss=0.09881, over 2475010.49 frames. utt_duration=399.8 frames, utt_pad_proportion=0.08902, over 24853.89 utterances.], batch size: 113, lr: 4.31e-04
2022-08-24 23:00:17,404 INFO [train.py:927] (4/8) Epoch 8, batch 13950, giga_loss[loss=0.2474, simple_loss=0.3263, pruned_loss=0.08427, over 12383.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02725, over 91.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3334, pruned_loss=0.0957, over 2474099.61 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08637, over 23495.12 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3033, pruned_loss=0.06988, over 2465064.97 frames. utt_duration=1269 frames, utt_pad_proportion=0.05591, over 7781.02 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3358, pruned_loss=0.09727, over 2475240.80 frames. utt_duration=396.1 frames, utt_pad_proportion=0.08771, over 25089.14 utterances.], batch size: 91, lr: 4.31e-04
2022-08-24 23:02:01,935 INFO [train.py:927] (4/8) Epoch 8, batch 14000, libri_loss[loss=0.2157, simple_loss=0.273, pruned_loss=0.07913, over 12215.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00978, over 29.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3296, pruned_loss=0.09226, over 2474456.11 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08133, over 22902.12 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3028, pruned_loss=0.06986, over 2465112.93 frames. utt_duration=1274 frames, utt_pad_proportion=0.05517, over 7746.65 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3324, pruned_loss=0.09394, over 2475523.43 frames. utt_duration=406 frames, utt_pad_proportion=0.08304, over 24476.68 utterances.], batch size: 29, lr: 4.31e-04
2022-08-24 23:03:45,667 INFO [train.py:927] (4/8) Epoch 8, batch 14050, giga_loss[loss=0.2433, simple_loss=0.3202, pruned_loss=0.08319, over 12367.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02803, over 91.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3278, pruned_loss=0.0912, over 2474373.43 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07622, over 22228.87 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3027, pruned_loss=0.07004, over 2465009.20 frames. utt_duration=1275 frames, utt_pad_proportion=0.05442, over 7745.07 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3307, pruned_loss=0.09285, over 2475512.25 frames. utt_duration=417.5 frames, utt_pad_proportion=0.07832, over 23802.54 utterances.], batch size: 91, lr: 4.31e-04
2022-08-24 23:05:41,140 INFO [train.py:927] (4/8) Epoch 8, batch 14100, giga_loss[loss=0.3125, simple_loss=0.3511, pruned_loss=0.137, over 12328.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 368.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3263, pruned_loss=0.08907, over 2474164.66 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07859, over 22038.93 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3033, pruned_loss=0.07029, over 2465272.71 frames. utt_duration=1262 frames, utt_pad_proportion=0.05838, over 7824.25 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3285, pruned_loss=0.09052, over 2474979.99 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07911, over 23479.06 utterances.], batch size: 368, lr: 4.31e-04
2022-08-24 23:07:29,428 INFO [train.py:927] (4/8) Epoch 8, batch 14150, giga_loss[loss=0.2488, simple_loss=0.3324, pruned_loss=0.08263, over 12361.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02902, over 70.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3282, pruned_loss=0.08859, over 2474402.08 frames. utt_duration=440.7 frames, utt_pad_proportion=0.08361, over 22532.34 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3036, pruned_loss=0.07054, over 2465226.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05791, over 7817.03 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3299, pruned_loss=0.08967, over 2475155.37 frames. utt_duration=417.6 frames, utt_pad_proportion=0.08394, over 23790.60 utterances.], batch size: 70, lr: 4.31e-04
2022-08-24 23:09:16,570 INFO [train.py:927] (4/8) Epoch 8, batch 14200, giga_loss[loss=0.2637, simple_loss=0.3397, pruned_loss=0.0939, over 12354.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0321, over 97.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3278, pruned_loss=0.08879, over 2474277.33 frames. utt_duration=435.5 frames, utt_pad_proportion=0.08938, over 22798.48 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3034, pruned_loss=0.07072, over 2465021.77 frames. utt_duration=1255 frames, utt_pad_proportion=0.06113, over 7866.98 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3298, pruned_loss=0.08987, over 2475256.00 frames. utt_duration=412.4 frames, utt_pad_proportion=0.08862, over 24090.95 utterances.], batch size: 97, lr: 4.31e-04
2022-08-24 23:11:05,275 INFO [train.py:927] (4/8) Epoch 8, batch 14250, giga_loss[loss=0.1969, simple_loss=0.2782, pruned_loss=0.05778, over 12275.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0296, over 45.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3257, pruned_loss=0.08866, over 2474138.13 frames. utt_duration=444 frames, utt_pad_proportion=0.08645, over 22361.06 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3036, pruned_loss=0.07102, over 2464934.51 frames. utt_duration=1257 frames, utt_pad_proportion=0.06029, over 7855.82 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3276, pruned_loss=0.08956, over 2475138.47 frames. utt_duration=419.9 frames, utt_pad_proportion=0.08635, over 23657.07 utterances.], batch size: 45, lr: 4.31e-04
2022-08-24 23:12:52,698 INFO [train.py:927] (4/8) Epoch 8, batch 14300, libri_loss[loss=0.216, simple_loss=0.2947, pruned_loss=0.06862, over 12292.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.00846, over 28.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3234, pruned_loss=0.08705, over 2473976.92 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08404, over 21511.30 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3037, pruned_loss=0.07134, over 2465309.89 frames. utt_duration=1252 frames, utt_pad_proportion=0.0625, over 7884.36 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3259, pruned_loss=0.08836, over 2474900.28 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08395, over 23253.72 utterances.], batch size: 28, lr: 4.31e-04
2022-08-24 23:14:40,826 INFO [train.py:927] (4/8) Epoch 8, batch 14350, libri_loss[loss=0.2033, simple_loss=0.28, pruned_loss=0.06327, over 12450.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005981, over 35.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3224, pruned_loss=0.08542, over 2475026.68 frames. utt_duration=467.6 frames, utt_pad_proportion=0.08191, over 21235.41 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3038, pruned_loss=0.07137, over 2465640.54 frames. utt_duration=1254 frames, utt_pad_proportion=0.06176, over 7875.11 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3246, pruned_loss=0.08663, over 2475576.80 frames. utt_duration=435.6 frames, utt_pad_proportion=0.0823, over 22805.27 utterances.], batch size: 35, lr: 4.30e-04
2022-08-24 23:16:27,328 INFO [train.py:927] (4/8) Epoch 8, batch 14400, giga_loss[loss=0.2242, simple_loss=0.3018, pruned_loss=0.0733, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03253, over 80.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3209, pruned_loss=0.08466, over 2474458.62 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07861, over 20939.75 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3039, pruned_loss=0.07158, over 2465404.14 frames. utt_duration=1262 frames, utt_pad_proportion=0.06058, over 7826.36 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.323, pruned_loss=0.08579, over 2475381.83 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07964, over 22602.98 utterances.], batch size: 80, lr: 4.30e-04
2022-08-24 23:18:11,918 INFO [train.py:927] (4/8) Epoch 8, batch 14450, giga_loss[loss=0.2773, simple_loss=0.3307, pruned_loss=0.1119, over 12345.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2068, over 370.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3185, pruned_loss=0.08388, over 2474299.95 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07717, over 20407.37 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3033, pruned_loss=0.07156, over 2465716.97 frames. utt_duration=1264 frames, utt_pad_proportion=0.05978, over 7813.75 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3212, pruned_loss=0.08522, over 2475043.73 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07852, over 22159.79 utterances.], batch size: 370, lr: 4.30e-04
2022-08-24 23:19:58,225 INFO [train.py:927] (4/8) Epoch 8, batch 14500, giga_loss[loss=0.2524, simple_loss=0.3256, pruned_loss=0.08965, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03334, over 85.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3171, pruned_loss=0.08332, over 2474109.22 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07162, over 20074.42 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3033, pruned_loss=0.07171, over 2465719.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.05885, over 7802.54 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3195, pruned_loss=0.08446, over 2474849.22 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0735, over 21690.11 utterances.], batch size: 85, lr: 4.30e-04
2022-08-24 23:21:44,636 INFO [train.py:927] (4/8) Epoch 8, batch 14550, giga_loss[loss=0.278, simple_loss=0.3458, pruned_loss=0.1051, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03354, over 42.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3163, pruned_loss=0.08285, over 2474409.27 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07126, over 19856.55 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3034, pruned_loss=0.07168, over 2466193.74 frames. utt_duration=1268 frames, utt_pad_proportion=0.05794, over 7788.57 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3183, pruned_loss=0.08399, over 2474731.85 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07318, over 21362.34 utterances.], batch size: 42, lr: 4.30e-04
2022-08-24 23:23:32,123 INFO [train.py:927] (4/8) Epoch 8, batch 14600, giga_loss[loss=0.2211, simple_loss=0.3158, pruned_loss=0.06326, over 12461.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03009, over 55.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.317, pruned_loss=0.08262, over 2473752.07 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07201, over 20120.86 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3036, pruned_loss=0.0719, over 2466105.40 frames. utt_duration=1256 frames, utt_pad_proportion=0.06264, over 7862.73 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3186, pruned_loss=0.08342, over 2474138.23 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07212, over 21340.48 utterances.], batch size: 55, lr: 4.30e-04
2022-08-24 23:25:16,629 INFO [train.py:927] (4/8) Epoch 8, batch 14650, giga_loss[loss=0.1954, simple_loss=0.2805, pruned_loss=0.0551, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03074, over 45.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3155, pruned_loss=0.0811, over 2473660.06 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07056, over 19745.40 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3032, pruned_loss=0.07189, over 2466087.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.0616, over 7835.87 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3174, pruned_loss=0.08202, over 2474204.59 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07116, over 21083.42 utterances.], batch size: 45, lr: 4.30e-04
2022-08-24 23:27:05,342 INFO [train.py:927] (4/8) Epoch 8, batch 14700, giga_loss[loss=0.2423, simple_loss=0.3256, pruned_loss=0.07944, over 12294.00 frames. utt_duration=746.5 frames, utt_pad_proportion=0.03182, over 66.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3182, pruned_loss=0.08371, over 2474109.12 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06972, over 20317.71 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3031, pruned_loss=0.07193, over 2466333.21 frames. utt_duration=1263 frames, utt_pad_proportion=0.06115, over 7821.55 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.32, pruned_loss=0.08448, over 2474400.56 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07041, over 21480.66 utterances.], batch size: 66, lr: 4.30e-04
2022-08-24 23:28:51,060 INFO [train.py:927] (4/8) Epoch 8, batch 14750, giga_loss[loss=0.208, simple_loss=0.2907, pruned_loss=0.06262, over 12357.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02791, over 66.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.32, pruned_loss=0.08509, over 2473444.47 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06503, over 19408.86 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3038, pruned_loss=0.07215, over 2466022.32 frames. utt_duration=1266 frames, utt_pad_proportion=0.0605, over 7799.31 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3209, pruned_loss=0.08567, over 2474067.37 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06607, over 20513.03 utterances.], batch size: 66, lr: 4.30e-04
2022-08-24 23:30:39,431 INFO [train.py:927] (4/8) Epoch 8, batch 14800, giga_loss[loss=0.3494, simple_loss=0.388, pruned_loss=0.1554, over 12379.00 frames. utt_duration=192 frames, utt_pad_proportion=0.111, over 260.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3216, pruned_loss=0.08688, over 2473728.05 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07008, over 20848.09 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3038, pruned_loss=0.07221, over 2466273.47 frames. utt_duration=1268 frames, utt_pad_proportion=0.06002, over 7792.35 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3224, pruned_loss=0.0874, over 2474072.31 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07079, over 21823.34 utterances.], batch size: 260, lr: 4.30e-04
2022-08-24 23:32:22,931 INFO [train.py:927] (4/8) Epoch 8, batch 14850, giga_loss[loss=0.2199, simple_loss=0.296, pruned_loss=0.07188, over 12423.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04232, over 146.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3208, pruned_loss=0.08504, over 2474180.26 frames. utt_duration=494.3 frames, utt_pad_proportion=0.0676, over 20082.02 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.304, pruned_loss=0.07258, over 2466320.51 frames. utt_duration=1259 frames, utt_pad_proportion=0.06344, over 7846.47 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3217, pruned_loss=0.08538, over 2474567.15 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06736, over 21044.68 utterances.], batch size: 146, lr: 4.30e-04
2022-08-24 23:34:10,986 INFO [train.py:927] (4/8) Epoch 8, batch 14900, giga_loss[loss=0.2046, simple_loss=0.2849, 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=0.2439, simple_loss=0.3189, pruned_loss=0.08447, over 2474679.95 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06768, over 20001.23 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3038, pruned_loss=0.07246, over 2466520.68 frames. utt_duration=1261 frames, utt_pad_proportion=0.06297, over 7833.03 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.32, pruned_loss=0.08498, over 2474868.99 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06767, over 20887.75 utterances.], batch size: 80, lr: 4.30e-04
2022-08-24 23:35:54,417 INFO [train.py:927] (4/8) Epoch 8, batch 14950, giga_loss[loss=0.3132, simple_loss=0.3554, pruned_loss=0.1355, over 12347.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2019, over 368.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3202, pruned_loss=0.08546, over 2474926.17 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07251, over 20586.97 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3041, pruned_loss=0.07265, over 2466823.14 frames. utt_duration=1248 frames, utt_pad_proportion=0.06679, over 7916.99 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3211, pruned_loss=0.08596, over 2475003.25 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07121, over 21487.67 utterances.], batch size: 368, lr: 4.30e-04
2022-08-24 23:37:44,734 INFO [train.py:927] (4/8) Epoch 8, batch 15000, giga_loss[loss=0.2955, simple_loss=0.3637, pruned_loss=0.1137, over 12356.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.196, over 365.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3236, pruned_loss=0.08542, over 2475000.21 frames. utt_duration=473.8 frames, utt_pad_proportion=0.0722, over 20960.04 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3043, pruned_loss=0.07273, over 2466488.77 frames. utt_duration=1251 frames, utt_pad_proportion=0.06605, over 7895.33 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3244, pruned_loss=0.08592, over 2475453.57 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07143, over 21856.50 utterances.], batch size: 365, lr: 4.30e-04
2022-08-24 23:37:44,735 INFO [train.py:958] (4/8) Computing validation loss
2022-08-24 23:38:00,968 INFO [train.py:967] (4/8) Epoch 8, validation: loss=0.1838, simple_loss=0.2941, pruned_loss=0.03679, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 23:39:45,910 INFO [train.py:927] (4/8) Epoch 8, batch 15050, giga_loss[loss=0.215, simple_loss=0.307, pruned_loss=0.06144, over 12151.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.04562, over 28.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3234, pruned_loss=0.08508, over 2474003.76 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06728, over 19454.09 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3038, pruned_loss=0.07261, over 2466803.94 frames. utt_duration=1257 frames, utt_pad_proportion=0.06459, over 7861.90 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.325, pruned_loss=0.08595, over 2474303.45 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06739, over 20538.89 utterances.], batch size: 28, lr: 4.30e-04
2022-08-24 23:41:31,408 INFO [train.py:927] (4/8) Epoch 8, batch 15100, giga_loss[loss=0.2495, simple_loss=0.3236, pruned_loss=0.08766, over 12347.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03001, over 91.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3236, pruned_loss=0.08646, over 2474028.62 frames. utt_duration=505 frames, utt_pad_proportion=0.06975, over 19653.66 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3034, pruned_loss=0.07278, over 2466809.81 frames. utt_duration=1251 frames, utt_pad_proportion=0.06735, over 7898.62 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.326, pruned_loss=0.0875, over 2474541.69 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06884, over 20944.82 utterances.], batch size: 91, lr: 4.30e-04
2022-08-24 23:43:17,287 INFO [train.py:927] (4/8) Epoch 8, batch 15150, giga_loss[loss=0.2595, simple_loss=0.3281, pruned_loss=0.09539, over 12435.00 frames. utt_duration=579.8 frames, utt_pad_proportion=0.0337, over 86.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3236, pruned_loss=0.08763, over 2475034.08 frames. utt_duration=479 frames, utt_pad_proportion=0.07681, over 20733.39 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3038, pruned_loss=0.07302, over 2466882.46 frames. utt_duration=1240 frames, utt_pad_proportion=0.07042, over 7966.07 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3257, pruned_loss=0.0886, over 2475557.41 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07481, over 21986.39 utterances.], batch size: 86, lr: 4.30e-04
2022-08-24 23:45:04,043 INFO [train.py:927] (4/8) Epoch 8, batch 15200, giga_loss[loss=0.2444, simple_loss=0.3185, pruned_loss=0.08513, over 12401.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02538, over 48.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3221, pruned_loss=0.08735, over 2474892.86 frames. utt_duration=484 frames, utt_pad_proportion=0.07481, over 20515.48 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3034, pruned_loss=0.07293, over 2466874.41 frames. utt_duration=1244 frames, utt_pad_proportion=0.06947, over 7939.89 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3244, pruned_loss=0.08845, over 2475457.84 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07363, over 21747.99 utterances.], batch size: 48, lr: 4.30e-04
2022-08-24 23:46:50,550 INFO [train.py:927] (4/8) Epoch 8, batch 15250, giga_loss[loss=0.2112, simple_loss=0.2898, pruned_loss=0.06628, over 12411.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04416, over 26.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3215, pruned_loss=0.08714, over 2475180.96 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07378, over 20569.25 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3038, pruned_loss=0.07303, over 2467078.30 frames. utt_duration=1245 frames, utt_pad_proportion=0.06887, over 7938.70 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3234, pruned_loss=0.08822, over 2475629.96 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07317, over 21818.00 utterances.], batch size: 26, lr: 4.30e-04
2022-08-24 23:48:36,072 INFO [train.py:927] (4/8) Epoch 8, batch 15300, giga_loss[loss=0.247, simple_loss=0.3316, pruned_loss=0.08118, over 12419.00 frames. utt_duration=857.9 frames, utt_pad_proportion=0.02729, over 58.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3201, pruned_loss=0.08626, over 2474888.99 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07536, over 20380.14 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.304, pruned_loss=0.07313, over 2467004.20 frames. utt_duration=1236 frames, utt_pad_proportion=0.07257, over 7994.54 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3218, pruned_loss=0.08733, over 2475501.07 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07351, over 21600.27 utterances.], batch size: 58, lr: 4.29e-04
2022-08-24 23:50:22,086 INFO [train.py:927] (4/8) Epoch 8, batch 15350, libri_loss[loss=0.2213, simple_loss=0.2931, pruned_loss=0.07482, over 12175.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.00725, over 33.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3219, pruned_loss=0.08691, over 2474382.51 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07546, over 20793.12 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3042, pruned_loss=0.07335, over 2466738.40 frames. utt_duration=1228 frames, utt_pad_proportion=0.07437, over 8043.23 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3237, pruned_loss=0.08801, over 2475395.12 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07352, over 22133.43 utterances.], batch size: 33, lr: 4.29e-04
2022-08-24 23:52:09,792 INFO [train.py:927] (4/8) Epoch 8, batch 15400, giga_loss[loss=0.2274, simple_loss=0.3148, pruned_loss=0.07, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02948, over 48.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3222, pruned_loss=0.08731, over 2474222.56 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07494, over 20810.40 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.304, pruned_loss=0.07355, over 2466366.53 frames. utt_duration=1234 frames, utt_pad_proportion=0.07304, over 8007.49 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3241, pruned_loss=0.0883, over 2475523.74 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07383, over 22188.77 utterances.], batch size: 48, lr: 4.29e-04
2022-08-24 23:53:56,632 INFO [train.py:927] (4/8) Epoch 8, batch 15450, giga_loss[loss=0.2333, simple_loss=0.3293, pruned_loss=0.06864, over 12428.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02923, over 80.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3231, pruned_loss=0.08579, over 2474399.70 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07618, over 20503.45 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3037, pruned_loss=0.07347, over 2466459.73 frames. utt_duration=1238 frames, utt_pad_proportion=0.07198, over 7977.60 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3253, pruned_loss=0.08689, over 2475510.75 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07557, over 21849.33 utterances.], batch size: 80, lr: 4.29e-04
2022-08-24 23:55:46,406 INFO [train.py:927] (4/8) Epoch 8, batch 15500, giga_loss[loss=0.3575, simple_loss=0.3955, pruned_loss=0.1598, over 12381.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3271, pruned_loss=0.08833, over 2474612.57 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07965, over 20615.13 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3054, pruned_loss=0.07451, over 2466980.80 frames. utt_duration=1203 frames, utt_pad_proportion=0.08148, over 8213.10 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3279, pruned_loss=0.08866, over 2475273.68 frames. utt_duration=453.9 frames, utt_pad_proportion=0.0756, over 21884.06 utterances.], batch size: 258, lr: 4.29e-04
2022-08-24 23:57:33,392 INFO [train.py:927] (4/8) Epoch 8, batch 15550, giga_loss[loss=0.2247, simple_loss=0.3073, pruned_loss=0.07107, over 12271.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02816, over 42.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3278, pruned_loss=0.08919, over 2474340.67 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07732, over 20764.54 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3059, pruned_loss=0.07462, over 2467136.16 frames. utt_duration=1203 frames, utt_pad_proportion=0.08078, over 8213.89 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3284, pruned_loss=0.08956, over 2474810.03 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07447, over 21943.16 utterances.], batch size: 42, lr: 4.29e-04
2022-08-24 23:59:16,390 INFO [train.py:927] (4/8) Epoch 8, batch 15600, giga_loss[loss=0.2522, simple_loss=0.3245, pruned_loss=0.08992, over 12360.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06616, over 183.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3269, pruned_loss=0.08782, over 2473417.99 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07399, over 20456.22 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3056, pruned_loss=0.07453, over 2466751.87 frames. utt_duration=1208 frames, utt_pad_proportion=0.07894, over 8174.90 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3281, pruned_loss=0.08856, over 2474287.33 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07241, over 21754.33 utterances.], batch size: 183, lr: 4.29e-04
2022-08-25 00:00:59,438 INFO [train.py:927] (4/8) Epoch 8, batch 15650, giga_loss[loss=0.2748, simple_loss=0.3545, pruned_loss=0.0976, over 12459.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03407, over 98.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3269, pruned_loss=0.08682, over 2473908.71 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07092, over 20153.49 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3055, pruned_loss=0.07453, over 2466598.47 frames. utt_duration=1213 frames, utt_pad_proportion=0.07755, over 8146.83 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3286, pruned_loss=0.08769, over 2474909.09 frames. utt_duration=462 frames, utt_pad_proportion=0.07024, over 21497.15 utterances.], batch size: 98, lr: 4.29e-04
2022-08-25 00:02:43,823 INFO [train.py:927] (4/8) Epoch 8, batch 15700, giga_loss[loss=0.2186, simple_loss=0.2976, pruned_loss=0.06974, over 12372.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03112, over 97.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3275, pruned_loss=0.08756, over 2474497.86 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07001, over 20562.17 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3055, pruned_loss=0.07469, over 2466582.96 frames. utt_duration=1215 frames, utt_pad_proportion=0.0767, over 8131.77 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.329, pruned_loss=0.08829, over 2475403.39 frames. utt_duration=455.6 frames, utt_pad_proportion=0.06978, over 21806.36 utterances.], batch size: 97, lr: 4.29e-04
2022-08-25 00:04:29,976 INFO [train.py:927] (4/8) Epoch 8, batch 15750, giga_loss[loss=0.2589, simple_loss=0.3379, pruned_loss=0.0899, over 12389.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03915, over 113.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3258, pruned_loss=0.08754, over 2474405.90 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06695, over 20083.80 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3057, pruned_loss=0.07499, over 2466483.98 frames. utt_duration=1208 frames, utt_pad_proportion=0.07872, over 8177.84 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3275, pruned_loss=0.08823, over 2475465.91 frames. utt_duration=463.9 frames, utt_pad_proportion=0.06615, over 21412.58 utterances.], batch size: 113, lr: 4.29e-04
2022-08-25 00:06:16,501 INFO [train.py:927] (4/8) Epoch 8, batch 15800, libri_loss[loss=0.2299, simple_loss=0.3025, pruned_loss=0.07864, over 12322.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01756, over 41.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3217, pruned_loss=0.08498, over 2474374.30 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06205, over 18790.06 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3051, pruned_loss=0.0746, over 2466399.21 frames. utt_duration=1213 frames, utt_pad_proportion=0.0763, over 8144.51 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3242, pruned_loss=0.08629, over 2475603.99 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06239, over 20308.50 utterances.], batch size: 41, lr: 4.29e-04
2022-08-25 00:08:01,959 INFO [train.py:927] (4/8) Epoch 8, batch 15850, giga_loss[loss=0.239, simple_loss=0.3096, pruned_loss=0.0842, over 12384.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04466, over 146.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.32, pruned_loss=0.08461, over 2474012.76 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06087, over 18731.53 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3053, pruned_loss=0.07483, over 2466318.58 frames. utt_duration=1215 frames, utt_pad_proportion=0.07571, over 8132.09 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3221, pruned_loss=0.08555, over 2475123.60 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06137, over 20024.95 utterances.], batch size: 146, lr: 4.29e-04
2022-08-25 00:09:42,506 INFO [train.py:927] (4/8) Epoch 8, batch 15900, giga_loss[loss=0.2215, simple_loss=0.2981, pruned_loss=0.07245, over 12402.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06325, over 183.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08204, over 2473974.57 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06752, over 20139.07 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3044, pruned_loss=0.07454, over 2465896.71 frames. utt_duration=1223 frames, utt_pad_proportion=0.07419, over 8071.90 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3196, pruned_loss=0.0833, over 2475499.97 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06804, over 21572.17 utterances.], batch size: 183, lr: 4.29e-04
2022-08-25 00:11:29,981 INFO [train.py:927] (4/8) Epoch 8, batch 15950, giga_loss[loss=0.2238, simple_loss=0.3076, pruned_loss=0.06996, over 12465.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04176, over 31.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3157, pruned_loss=0.08168, over 2474072.77 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06797, over 19978.30 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3045, pruned_loss=0.07456, over 2466209.49 frames. utt_duration=1226 frames, utt_pad_proportion=0.07238, over 8053.95 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3183, pruned_loss=0.08289, over 2475267.10 frames. utt_duration=461.8 frames, utt_pad_proportion=0.06887, over 21506.94 utterances.], batch size: 31, lr: 4.29e-04
2022-08-25 00:13:17,619 INFO [train.py:927] (4/8) Epoch 8, batch 16000, giga_loss[loss=0.2219, simple_loss=0.3082, pruned_loss=0.06776, over 12451.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04337, over 31.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3148, pruned_loss=0.08222, over 2473828.62 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07671, over 21161.32 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3049, pruned_loss=0.07489, over 2466229.89 frames. utt_duration=1216 frames, utt_pad_proportion=0.07574, over 8124.02 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3165, pruned_loss=0.08294, over 2474830.68 frames. utt_duration=443 frames, utt_pad_proportion=0.07587, over 22422.39 utterances.], batch size: 31, lr: 4.29e-04
2022-08-25 00:15:02,436 INFO [train.py:927] (4/8) Epoch 8, batch 16050, giga_loss[loss=0.3017, simple_loss=0.3629, pruned_loss=0.1203, over 12384.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.0698, over 211.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3165, pruned_loss=0.08289, over 2473308.13 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08026, over 21803.09 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3047, pruned_loss=0.07492, over 2465959.40 frames. utt_duration=1220 frames, utt_pad_proportion=0.07464, over 8093.86 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3182, pruned_loss=0.08355, over 2474464.65 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07979, over 23060.18 utterances.], batch size: 211, lr: 4.29e-04
2022-08-25 00:16:47,040 INFO [train.py:927] (4/8) Epoch 8, batch 16100, giga_loss[loss=0.3253, simple_loss=0.3693, pruned_loss=0.1406, over 12400.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1002, over 257.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3171, pruned_loss=0.08362, over 2473516.45 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07634, over 21282.00 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3045, pruned_loss=0.07498, over 2465611.62 frames. utt_duration=1227 frames, utt_pad_proportion=0.07278, over 8050.28 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3191, pruned_loss=0.08435, over 2475020.67 frames. utt_duration=436.3 frames, utt_pad_proportion=0.0768, over 22766.94 utterances.], batch size: 257, lr: 4.29e-04
2022-08-25 00:18:33,804 INFO [train.py:927] (4/8) Epoch 8, batch 16150, giga_loss[loss=0.2611, simple_loss=0.334, pruned_loss=0.09414, over 12337.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03036, over 91.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3185, pruned_loss=0.08477, over 2473738.21 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07642, over 21203.58 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.304, pruned_loss=0.07466, over 2465902.94 frames. utt_duration=1232 frames, utt_pad_proportion=0.07091, over 8016.24 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3209, pruned_loss=0.08593, over 2474934.17 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07742, over 22847.38 utterances.], batch size: 91, lr: 4.29e-04
2022-08-25 00:20:20,266 INFO [train.py:927] (4/8) Epoch 8, batch 16200, giga_loss[loss=0.23, simple_loss=0.3077, pruned_loss=0.07617, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02717, over 48.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3194, pruned_loss=0.08463, over 2473942.53 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07145, over 19864.42 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3044, pruned_loss=0.07519, over 2466434.84 frames. utt_duration=1225 frames, utt_pad_proportion=0.07311, over 8064.43 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3214, pruned_loss=0.08539, over 2474661.51 frames. utt_duration=460.9 frames, utt_pad_proportion=0.0719, over 21544.75 utterances.], batch size: 48, lr: 4.28e-04
2022-08-25 00:22:09,425 INFO [train.py:927] (4/8) Epoch 8, batch 16250, giga_loss[loss=0.2362, simple_loss=0.3251, pruned_loss=0.07367, over 12394.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03845, over 113.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3209, pruned_loss=0.08532, over 2474529.55 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07458, over 20764.15 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3045, pruned_loss=0.07521, over 2466485.66 frames. utt_duration=1221 frames, utt_pad_proportion=0.07359, over 8089.11 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3225, pruned_loss=0.08594, over 2475081.15 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07456, over 22113.30 utterances.], batch size: 113, lr: 4.28e-04
2022-08-25 00:23:55,770 INFO [train.py:927] (4/8) Epoch 8, batch 16300, giga_loss[loss=0.2652, simple_loss=0.3456, pruned_loss=0.09243, over 12385.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.04022, over 105.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3208, pruned_loss=0.08514, over 2475160.39 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07508, over 20698.57 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3047, pruned_loss=0.07565, over 2466789.98 frames. utt_duration=1212 frames, utt_pad_proportion=0.07603, over 8154.57 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3227, pruned_loss=0.08573, over 2475717.44 frames. utt_duration=444 frames, utt_pad_proportion=0.07425, over 22374.89 utterances.], batch size: 105, lr: 4.28e-04
2022-08-25 00:25:41,727 INFO [train.py:927] (4/8) Epoch 8, batch 16350, giga_loss[loss=0.1915, simple_loss=0.283, pruned_loss=0.05, over 12382.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03005, over 58.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3208, pruned_loss=0.08595, over 2475408.93 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07692, over 21351.70 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3046, pruned_loss=0.07567, over 2467176.82 frames. utt_duration=1204 frames, utt_pad_proportion=0.07911, over 8207.88 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3227, pruned_loss=0.0866, over 2475638.87 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07508, over 22887.16 utterances.], batch size: 58, lr: 4.28e-04
2022-08-25 00:27:24,645 INFO [train.py:927] (4/8) Epoch 8, batch 16400, libri_loss[loss=0.2535, simple_loss=0.3307, pruned_loss=0.08816, over 12352.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01674, over 41.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3197, pruned_loss=0.08576, over 2475732.73 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07349, over 21663.08 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3044, pruned_loss=0.07559, over 2467285.37 frames. utt_duration=1208 frames, utt_pad_proportion=0.07797, over 8178.99 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3217, pruned_loss=0.08651, over 2475956.93 frames. utt_duration=429.2 frames, utt_pad_proportion=0.0726, over 23152.12 utterances.], batch size: 41, lr: 4.28e-04
2022-08-25 00:29:09,179 INFO [train.py:927] (4/8) Epoch 8, batch 16450, giga_loss[loss=0.2714, simple_loss=0.3382, pruned_loss=0.1023, over 12367.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04257, over 133.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3205, pruned_loss=0.08695, over 2474058.93 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07929, over 21841.99 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.305, pruned_loss=0.07591, over 2467278.36 frames. utt_duration=1209 frames, utt_pad_proportion=0.07691, over 8175.57 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3221, pruned_loss=0.08755, over 2474488.25 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07861, over 23411.22 utterances.], batch size: 133, lr: 4.28e-04
2022-08-25 00:30:54,700 INFO [train.py:927] (4/8) Epoch 8, batch 16500, giga_loss[loss=0.2376, simple_loss=0.3225, pruned_loss=0.07631, over 12391.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02903, over 58.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3222, pruned_loss=0.08845, over 2473679.04 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07669, over 21506.63 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3053, pruned_loss=0.07614, over 2467170.78 frames. utt_duration=1211 frames, utt_pad_proportion=0.07579, over 8158.28 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3234, pruned_loss=0.08892, over 2474225.63 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07667, over 22999.38 utterances.], batch size: 58, lr: 4.28e-04
2022-08-25 00:32:43,058 INFO [train.py:927] (4/8) Epoch 8, batch 16550, giga_loss[loss=0.2451, simple_loss=0.3114, pruned_loss=0.08939, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03366, over 37.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3223, pruned_loss=0.08879, over 2473509.41 frames. utt_duration=464 frames, utt_pad_proportion=0.07982, over 21388.76 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3054, pruned_loss=0.07634, over 2467256.07 frames. utt_duration=1202 frames, utt_pad_proportion=0.07957, over 8219.38 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3235, pruned_loss=0.08919, over 2473983.26 frames. utt_duration=436.5 frames, utt_pad_proportion=0.0783, over 22746.85 utterances.], batch size: 37, lr: 4.28e-04
2022-08-25 00:34:27,153 INFO [train.py:927] (4/8) Epoch 8, batch 16600, libri_loss[loss=0.2341, simple_loss=0.3117, pruned_loss=0.07821, over 12374.00 frames. utt_duration=953.4 frames, utt_pad_proportion=0.07887, over 52.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3226, pruned_loss=0.0891, over 2473974.99 frames. utt_duration=461 frames, utt_pad_proportion=0.08024, over 21534.77 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3055, pruned_loss=0.07626, over 2467229.81 frames. utt_duration=1203 frames, utt_pad_proportion=0.07765, over 8211.14 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.324, pruned_loss=0.08995, over 2474611.96 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07958, over 23117.67 utterances.], batch size: 52, lr: 4.28e-04
2022-08-25 00:36:11,080 INFO [train.py:927] (4/8) Epoch 8, batch 16650, giga_loss[loss=0.2149, simple_loss=0.3044, pruned_loss=0.06272, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03171, over 75.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.322, pruned_loss=0.0879, over 2474470.15 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07513, over 20767.32 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3054, pruned_loss=0.07621, over 2467345.86 frames. utt_duration=1204 frames, utt_pad_proportion=0.07729, over 8208.64 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3237, pruned_loss=0.08886, over 2474997.01 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07505, over 22266.19 utterances.], batch size: 75, lr: 4.28e-04
2022-08-25 00:37:53,486 INFO [train.py:927] (4/8) Epoch 8, batch 16700, giga_loss[loss=0.2581, simple_loss=0.3298, pruned_loss=0.09319, over 12253.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02954, over 42.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3231, pruned_loss=0.08865, over 2473805.42 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07042, over 19886.43 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3052, pruned_loss=0.07622, over 2467416.17 frames. utt_duration=1205 frames, utt_pad_proportion=0.07637, over 8202.69 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3253, pruned_loss=0.08994, over 2474450.75 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07091, over 21661.18 utterances.], batch size: 42, lr: 4.28e-04
2022-08-25 00:39:38,246 INFO [train.py:927] (4/8) Epoch 8, batch 16750, giga_loss[loss=0.3099, simple_loss=0.3608, pruned_loss=0.1294, over 12413.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07231, over 212.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3237, pruned_loss=0.08927, over 2474322.44 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07363, over 20496.54 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3054, pruned_loss=0.07628, over 2467385.85 frames. utt_duration=1204 frames, utt_pad_proportion=0.07599, over 8204.70 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3256, pruned_loss=0.09047, over 2474998.00 frames. utt_duration=448.8 frames, utt_pad_proportion=0.0739, over 22130.20 utterances.], batch size: 212, lr: 4.28e-04
2022-08-25 00:41:23,121 INFO [train.py:927] (4/8) Epoch 8, batch 16800, giga_loss[loss=0.2178, simple_loss=0.298, pruned_loss=0.06877, over 12423.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0472, over 34.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3242, pruned_loss=0.08846, over 2474909.33 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07274, over 20781.64 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3051, pruned_loss=0.07616, over 2467216.62 frames. utt_duration=1211 frames, utt_pad_proportion=0.07453, over 8157.20 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3264, pruned_loss=0.08985, over 2475819.11 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07345, over 22467.53 utterances.], batch size: 34, lr: 4.28e-04
2022-08-25 00:43:03,669 INFO [train.py:927] (4/8) Epoch 8, batch 16850, libri_loss[loss=0.249, simple_loss=0.3183, pruned_loss=0.08987, over 12434.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01581, over 40.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3222, pruned_loss=0.08709, over 2475084.71 frames. utt_duration=486.6 frames, utt_pad_proportion=0.072, over 20409.77 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3053, pruned_loss=0.07631, over 2467332.51 frames. utt_duration=1212 frames, utt_pad_proportion=0.07335, over 8156.21 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3245, pruned_loss=0.08843, over 2475931.02 frames. utt_duration=448 frames, utt_pad_proportion=0.07304, over 22177.64 utterances.], batch size: 40, lr: 4.28e-04
2022-08-25 00:44:47,277 INFO [train.py:927] (4/8) Epoch 8, batch 16900, giga_loss[loss=0.2278, simple_loss=0.3125, pruned_loss=0.07152, over 12367.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02708, over 66.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3236, pruned_loss=0.08818, over 2474552.03 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07271, over 20931.32 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3051, pruned_loss=0.07633, over 2467163.32 frames. utt_duration=1212 frames, utt_pad_proportion=0.07306, over 8151.88 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3258, pruned_loss=0.08943, over 2475509.70 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07357, over 22560.61 utterances.], batch size: 66, lr: 4.28e-04
2022-08-25 00:46:34,924 INFO [train.py:927] (4/8) Epoch 8, batch 16950, giga_loss[loss=0.3079, simple_loss=0.3566, pruned_loss=0.1296, over 12419.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.072, over 212.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3236, pruned_loss=0.08846, over 2475276.72 frames. utt_duration=463.8 frames, utt_pad_proportion=0.0731, over 21417.81 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3052, pruned_loss=0.07632, over 2467267.50 frames. utt_duration=1212 frames, utt_pad_proportion=0.07275, over 8150.12 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3254, pruned_loss=0.0895, over 2475969.59 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07383, over 22747.56 utterances.], batch size: 212, lr: 4.28e-04
2022-08-25 00:48:17,137 INFO [train.py:927] (4/8) Epoch 8, batch 17000, giga_loss[loss=0.3039, simple_loss=0.3497, pruned_loss=0.1291, over 12347.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2121, over 373.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3255, pruned_loss=0.09061, over 2474698.78 frames. utt_duration=444.8 frames, utt_pad_proportion=0.0799, over 22328.57 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3049, pruned_loss=0.07634, over 2466936.69 frames. utt_duration=1219 frames, utt_pad_proportion=0.07166, over 8103.78 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3276, pruned_loss=0.09171, over 2475731.95 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08041, over 23727.60 utterances.], batch size: 373, lr: 4.28e-04
2022-08-25 00:50:00,982 INFO [train.py:927] (4/8) Epoch 8, batch 17050, giga_loss[loss=0.2703, simple_loss=0.3416, pruned_loss=0.09953, over 12421.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.0715, over 212.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.326, pruned_loss=0.09083, over 2474624.43 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08063, over 22877.65 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3049, pruned_loss=0.07634, over 2466888.24 frames. utt_duration=1224 frames, utt_pad_proportion=0.07062, over 8071.97 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.328, pruned_loss=0.09197, over 2475627.31 frames. utt_duration=409.1 frames, utt_pad_proportion=0.0814, over 24296.11 utterances.], batch size: 212, lr: 4.28e-04
2022-08-25 00:51:42,667 INFO [train.py:927] (4/8) Epoch 8, batch 17100, giga_loss[loss=0.2623, simple_loss=0.3307, pruned_loss=0.09691, over 12397.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03881, over 105.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3257, pruned_loss=0.08998, over 2475057.66 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07922, over 22425.88 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3051, pruned_loss=0.07642, over 2466850.96 frames. utt_duration=1218 frames, utt_pad_proportion=0.07264, over 8114.45 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3279, pruned_loss=0.09124, over 2476144.71 frames. utt_duration=414.5 frames, utt_pad_proportion=0.07952, over 23979.78 utterances.], batch size: 105, lr: 4.28e-04
2022-08-25 00:53:27,396 INFO [train.py:927] (4/8) Epoch 8, batch 17150, giga_loss[loss=0.2745, simple_loss=0.339, pruned_loss=0.105, over 12384.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07471, over 213.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3224, pruned_loss=0.08777, over 2474725.08 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07641, over 21236.65 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3046, pruned_loss=0.07628, over 2466578.13 frames. utt_duration=1223 frames, utt_pad_proportion=0.07069, over 8075.71 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3253, pruned_loss=0.08939, over 2476117.86 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07752, over 23019.82 utterances.], batch size: 213, lr: 4.27e-04
2022-08-25 00:55:10,768 INFO [train.py:927] (4/8) Epoch 8, batch 17200, giga_loss[loss=0.2435, simple_loss=0.3143, pruned_loss=0.08638, over 12398.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05369, over 162.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3201, pruned_loss=0.08649, over 2475172.13 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07797, over 21254.41 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3043, pruned_loss=0.07613, over 2466738.88 frames. utt_duration=1217 frames, utt_pad_proportion=0.07232, over 8119.27 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3233, pruned_loss=0.0883, over 2476409.17 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07833, over 23090.38 utterances.], batch size: 162, lr: 4.27e-04
2022-08-25 00:56:54,902 INFO [train.py:927] (4/8) Epoch 8, batch 17250, giga_loss[loss=0.2827, simple_loss=0.3523, pruned_loss=0.1066, over 12443.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3183, pruned_loss=0.08626, over 2474518.11 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07859, over 21111.98 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3044, pruned_loss=0.07604, over 2466665.58 frames. utt_duration=1221 frames, utt_pad_proportion=0.07086, over 8089.16 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3212, pruned_loss=0.08807, over 2475787.66 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07936, over 22965.72 utterances.], batch size: 75, lr: 4.27e-04
2022-08-25 00:58:43,848 INFO [train.py:927] (4/8) Epoch 8, batch 17300, libri_loss[loss=0.2027, simple_loss=0.2905, pruned_loss=0.05743, over 12311.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006209, over 36.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3176, pruned_loss=0.08552, over 2474795.86 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07844, over 20983.65 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3046, pruned_loss=0.07618, over 2466424.62 frames. utt_duration=1225 frames, utt_pad_proportion=0.06984, over 8060.57 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3199, pruned_loss=0.08703, over 2476163.10 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07944, over 22710.88 utterances.], batch size: 36, lr: 4.27e-04
2022-08-25 01:00:27,252 INFO [train.py:927] (4/8) Epoch 8, batch 17350, libri_loss[loss=0.1653, simple_loss=0.2489, pruned_loss=0.04086, over 12200.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.00778, over 30.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3158, pruned_loss=0.08196, over 2475281.30 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07463, over 20897.69 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.304, pruned_loss=0.07571, over 2466363.03 frames. utt_duration=1233 frames, utt_pad_proportion=0.06836, over 8012.34 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3186, pruned_loss=0.08381, over 2476674.07 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07625, over 22680.30 utterances.], batch size: 30, lr: 4.27e-04
2022-08-25 01:02:07,169 INFO [train.py:927] (4/8) Epoch 8, batch 17400, giga_loss[loss=0.2043, simple_loss=0.2945, pruned_loss=0.05706, over 12388.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03458, over 80.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3131, pruned_loss=0.07907, over 2475859.41 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07783, over 22251.19 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3035, pruned_loss=0.07543, over 2466956.19 frames. utt_duration=1235 frames, utt_pad_proportion=0.06714, over 8000.98 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3162, pruned_loss=0.08099, over 2476768.35 frames. utt_duration=410.8 frames, utt_pad_proportion=0.0793, over 24199.96 utterances.], batch size: 80, lr: 4.27e-04
2022-08-25 01:03:51,458 INFO [train.py:927] (4/8) Epoch 8, batch 17450, giga_loss[loss=0.2074, simple_loss=0.2992, pruned_loss=0.0578, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02724, over 45.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3115, pruned_loss=0.07625, over 2475522.14 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07764, over 22436.63 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3035, pruned_loss=0.07577, over 2466636.09 frames. utt_duration=1229 frames, utt_pad_proportion=0.07019, over 8040.56 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3142, pruned_loss=0.07752, over 2476741.22 frames. utt_duration=409.4 frames, utt_pad_proportion=0.07798, over 24283.87 utterances.], batch size: 45, lr: 4.27e-04
2022-08-25 01:05:42,696 INFO [train.py:927] (4/8) Epoch 8, batch 17500, giga_loss[loss=0.2009, simple_loss=0.2886, pruned_loss=0.05663, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04461, over 34.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3113, pruned_loss=0.07491, over 2475335.20 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07447, over 22763.91 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3039, pruned_loss=0.07601, over 2466485.17 frames. utt_duration=1232 frames, utt_pad_proportion=0.06909, over 8020.83 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3132, pruned_loss=0.07571, over 2476596.35 frames. utt_duration=405.8 frames, utt_pad_proportion=0.07528, over 24497.98 utterances.], batch size: 34, lr: 4.27e-04
2022-08-25 01:07:24,195 INFO [train.py:927] (4/8) Epoch 8, batch 17550, giga_loss[loss=0.1975, simple_loss=0.2787, pruned_loss=0.05815, over 12366.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06738, over 211.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3086, pruned_loss=0.0727, over 2475723.69 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07497, over 23224.41 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3043, pruned_loss=0.07635, over 2467067.25 frames. utt_duration=1208 frames, utt_pad_proportion=0.07654, over 8176.33 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3099, pruned_loss=0.07298, over 2476444.95 frames. utt_duration=399.9 frames, utt_pad_proportion=0.0734, over 24862.94 utterances.], batch size: 211, lr: 4.27e-04
2022-08-25 01:09:10,962 INFO [train.py:927] (4/8) Epoch 8, batch 17600, giga_loss[loss=0.224, simple_loss=0.3116, pruned_loss=0.06824, over 12398.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04047, over 133.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3071, pruned_loss=0.07093, over 2475620.50 frames. utt_duration=416.7 frames, utt_pad_proportion=0.0771, over 23847.92 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3046, pruned_loss=0.07629, over 2467199.62 frames. utt_duration=1210 frames, utt_pad_proportion=0.07577, over 8167.73 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3079, pruned_loss=0.07115, over 2476186.32 frames. utt_duration=392.1 frames, utt_pad_proportion=0.07598, over 25352.40 utterances.], batch size: 133, lr: 4.27e-04
2022-08-25 01:10:51,106 INFO [train.py:927] (4/8) Epoch 8, batch 17650, giga_loss[loss=0.2187, simple_loss=0.3125, pruned_loss=0.06245, over 12422.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03742, over 105.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3054, pruned_loss=0.06909, over 2475752.40 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07399, over 23281.37 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3051, pruned_loss=0.07648, over 2467107.97 frames. utt_duration=1199 frames, utt_pad_proportion=0.0783, over 8239.96 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3057, pruned_loss=0.06884, over 2476603.10 frames. utt_duration=398 frames, utt_pad_proportion=0.07252, over 24983.84 utterances.], batch size: 105, lr: 4.27e-04
2022-08-25 01:12:37,235 INFO [train.py:927] (4/8) Epoch 8, batch 17700, giga_loss[loss=0.2427, simple_loss=0.3137, pruned_loss=0.08579, over 12416.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.06891, over 213.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.302, pruned_loss=0.06679, over 2475908.58 frames. utt_duration=417.3 frames, utt_pad_proportion=0.07474, over 23816.41 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3058, pruned_loss=0.07688, over 2467225.66 frames. utt_duration=1188 frames, utt_pad_proportion=0.08142, over 8317.58 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3016, pruned_loss=0.06617, over 2476596.90 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07271, over 25292.39 utterances.], batch size: 213, lr: 4.27e-04
2022-08-25 01:14:24,429 INFO [train.py:927] (4/8) Epoch 8, batch 17750, giga_loss[loss=0.196, simple_loss=0.2663, pruned_loss=0.06284, over 12363.00 frames. utt_duration=138.8 frames, utt_pad_proportion=0.1836, over 360.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2998, pruned_loss=0.06592, over 2476213.41 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07712, over 24436.05 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3061, pruned_loss=0.07717, over 2467278.53 frames. utt_duration=1178 frames, utt_pad_proportion=0.08475, over 8391.00 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2992, pruned_loss=0.06514, over 2476744.95 frames. utt_duration=388.5 frames, utt_pad_proportion=0.07451, over 25594.70 utterances.], batch size: 360, lr: 4.27e-04
2022-08-25 01:16:20,528 INFO [train.py:927] (4/8) Epoch 8, batch 17800, giga_loss[loss=0.2234, simple_loss=0.3134, pruned_loss=0.06667, over 12440.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03771, over 133.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.301, pruned_loss=0.06604, over 2475926.27 frames. utt_duration=391.6 frames, utt_pad_proportion=0.0782, over 25385.77 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3057, pruned_loss=0.07703, over 2467049.61 frames. utt_duration=1184 frames, utt_pad_proportion=0.08349, over 8347.79 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3007, pruned_loss=0.06529, over 2476757.58 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07647, over 26741.11 utterances.], batch size: 133, lr: 4.27e-04
2022-08-25 01:18:26,567 INFO [train.py:927] (4/8) Epoch 8, batch 17850, giga_loss[loss=0.1982, simple_loss=0.2977, pruned_loss=0.04935, over 12433.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03168, over 75.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3003, pruned_loss=0.0651, over 2475998.94 frames. utt_duration=396.9 frames, utt_pad_proportion=0.072, over 25038.09 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3056, pruned_loss=0.07696, over 2467046.91 frames. utt_duration=1185 frames, utt_pad_proportion=0.08299, over 8338.29 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3002, pruned_loss=0.06448, over 2476734.22 frames. utt_duration=378.6 frames, utt_pad_proportion=0.071, over 26260.69 utterances.], batch size: 75, lr: 4.27e-04
2022-08-25 01:20:25,788 INFO [train.py:927] (4/8) Epoch 8, batch 17900, giga_loss[loss=0.2189, simple_loss=0.2991, pruned_loss=0.06933, over 12407.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1006, over 257.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.299, pruned_loss=0.06391, over 2476277.08 frames. utt_duration=384.2 frames, utt_pad_proportion=0.07436, over 25874.20 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3052, pruned_loss=0.07686, over 2467000.00 frames. utt_duration=1190 frames, utt_pad_proportion=0.0811, over 8299.70 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2991, pruned_loss=0.06313, over 2477225.43 frames. utt_duration=362.8 frames, utt_pad_proportion=0.07388, over 27416.89 utterances.], batch size: 257, lr: 4.27e-04
2022-08-25 01:22:33,788 INFO [train.py:927] (4/8) Epoch 8, batch 17950, giga_loss[loss=0.2303, simple_loss=0.3137, pruned_loss=0.07339, over 12419.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03263, over 122.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2975, pruned_loss=0.06364, over 2476462.47 frames. utt_duration=393.6 frames, utt_pad_proportion=0.07241, over 25250.99 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3054, pruned_loss=0.07698, over 2467056.88 frames. utt_duration=1178 frames, utt_pad_proportion=0.0852, over 8386.12 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2973, pruned_loss=0.06268, over 2477345.80 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07084, over 26700.09 utterances.], batch size: 122, lr: 4.27e-04
2022-08-25 01:24:29,748 INFO [train.py:927] (4/8) Epoch 8, batch 18000, giga_loss[loss=0.2048, simple_loss=0.3, pruned_loss=0.05483, over 12413.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04336, over 146.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2963, pruned_loss=0.06269, over 2476605.66 frames. utt_duration=394.8 frames, utt_pad_proportion=0.07203, over 25174.29 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3055, pruned_loss=0.07708, over 2467014.05 frames. utt_duration=1178 frames, utt_pad_proportion=0.08479, over 8390.43 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2959, pruned_loss=0.0616, over 2477514.42 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07084, over 26619.92 utterances.], batch size: 146, lr: 4.27e-04
2022-08-25 01:24:29,749 INFO [train.py:958] (4/8) Computing validation loss
2022-08-25 01:24:44,871 INFO [train.py:967] (4/8) Epoch 8, validation: loss=0.1851, simple_loss=0.2995, pruned_loss=0.03539, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 01:27:01,056 INFO [train.py:927] (4/8) Epoch 8, batch 18050, giga_loss[loss=0.2011, simple_loss=0.2876, pruned_loss=0.0573, over 12216.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.03036, over 36.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2974, pruned_loss=0.06246, over 2477292.58 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07122, over 24772.56 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3057, pruned_loss=0.07724, over 2467094.87 frames. utt_duration=1169 frames, utt_pad_proportion=0.08744, over 8455.22 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2967, pruned_loss=0.06119, over 2478140.01 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06937, over 26158.16 utterances.], batch size: 36, lr: 4.27e-04
2022-08-25 01:29:02,804 INFO [train.py:927] (4/8) Epoch 8, batch 18100, giga_loss[loss=0.1779, simple_loss=0.2795, pruned_loss=0.0382, over 12330.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03437, over 58.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2968, pruned_loss=0.0621, over 2476977.32 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06965, over 24370.58 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3059, pruned_loss=0.07729, over 2466940.62 frames. utt_duration=1174 frames, utt_pad_proportion=0.08509, over 8416.91 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2959, pruned_loss=0.06057, over 2478108.03 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06874, over 26001.28 utterances.], batch size: 58, lr: 4.26e-04
2022-08-25 01:31:06,476 INFO [train.py:927] (4/8) Epoch 8, batch 18150, giga_loss[loss=0.2036, simple_loss=0.2879, pruned_loss=0.05964, over 12395.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.0945, over 255.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2986, pruned_loss=0.06144, over 2477124.59 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06682, over 24117.51 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3057, pruned_loss=0.07732, over 2466856.58 frames. utt_duration=1177 frames, utt_pad_proportion=0.08362, over 8392.57 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2978, pruned_loss=0.05985, over 2478345.19 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06655, over 25790.47 utterances.], batch size: 255, lr: 4.26e-04
2022-08-25 01:33:10,598 INFO [train.py:927] (4/8) Epoch 8, batch 18200, giga_loss[loss=0.1869, simple_loss=0.2834, pruned_loss=0.0452, over 12450.00 frames. utt_duration=509.1 frames, utt_pad_proportion=0.03579, over 98.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2991, pruned_loss=0.06088, over 2477582.23 frames. utt_duration=407.3 frames, utt_pad_proportion=0.0677, over 24408.71 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3059, pruned_loss=0.07737, over 2467044.97 frames. utt_duration=1180 frames, utt_pad_proportion=0.0819, over 8374.99 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2982, pruned_loss=0.05914, over 2478671.87 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06779, over 26200.22 utterances.], batch size: 98, lr: 4.26e-04
2022-08-25 01:35:14,427 INFO [train.py:927] (4/8) Epoch 8, batch 18250, giga_loss[loss=0.1892, simple_loss=0.2802, pruned_loss=0.04911, over 12316.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.03263, over 28.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.3007, pruned_loss=0.06272, over 2477876.43 frames. utt_duration=392.1 frames, utt_pad_proportion=0.0705, over 25356.76 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3058, pruned_loss=0.07741, over 2466922.10 frames. utt_duration=1184 frames, utt_pad_proportion=0.0807, over 8344.66 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2999, pruned_loss=0.06103, over 2479080.08 frames. utt_duration=367 frames, utt_pad_proportion=0.07069, over 27108.92 utterances.], batch size: 28, lr: 4.26e-04
2022-08-25 01:37:42,574 INFO [train.py:927] (4/8) Epoch 8, batch 18300, giga_loss[loss=0.2102, simple_loss=0.2918, pruned_loss=0.06426, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03668, over 37.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.3009, pruned_loss=0.06367, over 2477920.55 frames. utt_duration=408.6 frames, utt_pad_proportion=0.07179, over 24330.27 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3059, pruned_loss=0.0775, over 2467483.72 frames. utt_duration=1176 frames, utt_pad_proportion=0.08246, over 8400.72 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2999, pruned_loss=0.06154, over 2478864.44 frames. utt_duration=375.9 frames, utt_pad_proportion=0.0712, over 26465.07 utterances.], batch size: 37, lr: 4.26e-04
2022-08-25 01:39:53,031 INFO [train.py:927] (4/8) Epoch 8, batch 18350, giga_loss[loss=0.2371, simple_loss=0.3241, pruned_loss=0.07506, over 12384.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06736, over 211.00 utterances.], tot_loss[loss=0.211, simple_loss=0.298, pruned_loss=0.06204, over 2478266.55 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06891, over 24498.14 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.306, pruned_loss=0.07759, over 2467268.36 frames. utt_duration=1177 frames, utt_pad_proportion=0.08209, over 8398.67 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2971, pruned_loss=0.06016, over 2479297.61 frames. utt_duration=378 frames, utt_pad_proportion=0.0687, over 26319.71 utterances.], batch size: 211, lr: 4.26e-04
2022-08-25 01:41:57,145 INFO [train.py:927] (4/8) Epoch 8, batch 18400, giga_loss[loss=0.2483, simple_loss=0.3226, pruned_loss=0.08703, over 12398.00 frames. utt_duration=196.4 frames, utt_pad_proportion=0.09081, over 254.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2966, pruned_loss=0.06198, over 2477946.69 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06983, over 23873.03 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3064, pruned_loss=0.0778, over 2467219.90 frames. utt_duration=1168 frames, utt_pad_proportion=0.0848, over 8463.19 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2951, pruned_loss=0.05966, over 2479225.73 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06854, over 25873.58 utterances.], batch size: 254, lr: 4.26e-04
2022-08-25 01:43:59,566 INFO [train.py:927] (4/8) Epoch 8, batch 18450, giga_loss[loss=0.1962, simple_loss=0.2845, pruned_loss=0.05396, over 12365.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04699, over 146.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2969, pruned_loss=0.06209, over 2478392.36 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06983, over 24005.41 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3066, pruned_loss=0.07798, over 2467324.28 frames. utt_duration=1160 frames, utt_pad_proportion=0.0874, over 8518.40 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2954, pruned_loss=0.05978, over 2479525.18 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06788, over 25824.95 utterances.], batch size: 146, lr: 4.26e-04
2022-08-25 01:46:00,081 INFO [train.py:927] (4/8) Epoch 8, batch 18500, giga_loss[loss=0.2365, simple_loss=0.3034, pruned_loss=0.08479, over 12364.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1802, over 358.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2959, pruned_loss=0.06213, over 2478187.21 frames. utt_duration=431.6 frames, utt_pad_proportion=0.06856, over 23031.75 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.306, pruned_loss=0.07769, over 2467453.31 frames. utt_duration=1167 frames, utt_pad_proportion=0.08451, over 8466.30 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05975, over 2479448.81 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06764, over 25257.87 utterances.], batch size: 358, lr: 4.26e-04
2022-08-25 01:48:13,541 INFO [train.py:927] (4/8) Epoch 8, batch 18550, giga_loss[loss=0.1836, simple_loss=0.2838, pruned_loss=0.04172, over 12386.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.0417, over 133.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2975, pruned_loss=0.06189, over 2478684.12 frames. utt_duration=434.8 frames, utt_pad_proportion=0.06619, over 22867.01 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3059, pruned_loss=0.07761, over 2467740.69 frames. utt_duration=1160 frames, utt_pad_proportion=0.08751, over 8517.93 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2964, pruned_loss=0.05981, over 2479632.54 frames. utt_duration=400.6 frames, utt_pad_proportion=0.0647, over 24832.35 utterances.], batch size: 133, lr: 4.26e-04
2022-08-25 01:50:27,209 INFO [train.py:927] (4/8) Epoch 8, batch 18600, libri_loss[loss=0.1928, simple_loss=0.2754, pruned_loss=0.05513, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.00762, over 31.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2965, pruned_loss=0.06149, over 2478848.71 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07087, over 23315.25 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3059, pruned_loss=0.0776, over 2467792.39 frames. utt_duration=1148 frames, utt_pad_proportion=0.09234, over 8609.24 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2953, pruned_loss=0.05925, over 2479926.00 frames. utt_duration=392.7 frames, utt_pad_proportion=0.06757, over 25335.62 utterances.], batch size: 31, lr: 4.26e-04
2022-08-25 01:52:33,458 INFO [train.py:927] (4/8) Epoch 8, batch 18650, giga_loss[loss=0.1756, simple_loss=0.2684, pruned_loss=0.04145, over 12366.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03005, over 85.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2919, pruned_loss=0.06008, over 2478715.84 frames. utt_duration=450.5 frames, utt_pad_proportion=0.0668, over 22065.48 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3059, pruned_loss=0.07765, over 2467958.11 frames. utt_duration=1150 frames, utt_pad_proportion=0.09093, over 8596.82 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2906, pruned_loss=0.05779, over 2479700.30 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06461, over 24079.31 utterances.], batch size: 85, lr: 4.26e-04
2022-08-25 01:54:24,408 INFO [train.py:927] (4/8) Epoch 8, batch 18700, giga_loss[loss=0.2212, simple_loss=0.3007, pruned_loss=0.07084, over 12399.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05865, over 182.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2919, pruned_loss=0.06034, over 2478302.23 frames. utt_duration=432.2 frames, utt_pad_proportion=0.06954, over 22998.27 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3057, pruned_loss=0.07745, over 2467898.48 frames. utt_duration=1152 frames, utt_pad_proportion=0.08955, over 8577.36 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2906, pruned_loss=0.0582, over 2479437.37 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06793, over 25035.04 utterances.], batch size: 182, lr: 4.26e-04
2022-08-25 01:56:27,812 INFO [train.py:927] (4/8) Epoch 8, batch 18750, giga_loss[loss=0.1761, simple_loss=0.2731, pruned_loss=0.03955, over 12390.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02445, over 66.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2913, pruned_loss=0.05967, over 2477761.28 frames. utt_duration=431 frames, utt_pad_proportion=0.06701, over 23058.04 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3057, pruned_loss=0.07747, over 2467751.10 frames. utt_duration=1160 frames, utt_pad_proportion=0.08787, over 8522.78 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2899, pruned_loss=0.05745, over 2479064.73 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06628, over 25133.64 utterances.], batch size: 66, lr: 4.26e-04
2022-08-25 01:58:44,017 INFO [train.py:927] (4/8) Epoch 8, batch 18800, giga_loss[loss=0.1773, simple_loss=0.273, pruned_loss=0.04083, over 12389.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04209, over 133.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2892, pruned_loss=0.05907, over 2477891.57 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07044, over 23885.14 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3057, pruned_loss=0.07763, over 2467828.31 frames. utt_duration=1160 frames, utt_pad_proportion=0.0875, over 8520.61 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.288, pruned_loss=0.05702, over 2478940.52 frames. utt_duration=387.7 frames, utt_pad_proportion=0.0697, over 25652.67 utterances.], batch size: 133, lr: 4.26e-04
2022-08-25 02:00:56,624 INFO [train.py:927] (4/8) Epoch 8, batch 18850, giga_loss[loss=0.206, simple_loss=0.2932, pruned_loss=0.05933, over 12435.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05706, over 182.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.289, pruned_loss=0.05909, over 2477775.71 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06987, over 25015.06 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3052, pruned_loss=0.0774, over 2467928.69 frames. utt_duration=1166 frames, utt_pad_proportion=0.08627, over 8479.54 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2881, pruned_loss=0.05734, over 2478690.88 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06962, over 26712.51 utterances.], batch size: 182, lr: 4.26e-04
2022-08-25 02:02:54,213 INFO [train.py:927] (4/8) Epoch 8, batch 18900, giga_loss[loss=0.1924, simple_loss=0.2758, pruned_loss=0.05451, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02637, over 45.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2894, pruned_loss=0.05924, over 2477643.17 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06729, over 24769.95 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3055, pruned_loss=0.07739, over 2467957.48 frames. utt_duration=1167 frames, utt_pad_proportion=0.08533, over 8470.33 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2882, pruned_loss=0.05763, over 2478475.11 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06743, over 26343.02 utterances.], batch size: 45, lr: 4.26e-04
2022-08-25 02:04:57,096 INFO [train.py:927] (4/8) Epoch 8, batch 18950, giga_loss[loss=0.2015, simple_loss=0.3001, pruned_loss=0.05152, over 12365.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.0472, over 146.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2922, pruned_loss=0.05892, over 2477089.05 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06834, over 25023.64 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3057, pruned_loss=0.0772, over 2467528.01 frames. utt_duration=1170 frames, utt_pad_proportion=0.08474, over 8449.68 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.291, pruned_loss=0.05766, over 2478182.26 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06852, over 26414.41 utterances.], batch size: 146, lr: 4.26e-04
2022-08-25 02:06:58,014 INFO [train.py:927] (4/8) Epoch 8, batch 19000, giga_loss[loss=0.1883, simple_loss=0.277, pruned_loss=0.04982, over 12333.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.0322, over 85.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.293, pruned_loss=0.05868, over 2476826.25 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06485, over 24142.65 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3062, pruned_loss=0.07748, over 2467534.13 frames. utt_duration=1173 frames, utt_pad_proportion=0.08378, over 8427.04 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2914, pruned_loss=0.0572, over 2477809.92 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06539, over 25479.61 utterances.], batch size: 85, lr: 4.26e-04
2022-08-25 02:09:00,566 INFO [train.py:927] (4/8) Epoch 8, batch 19050, giga_loss[loss=0.1985, simple_loss=0.2883, pruned_loss=0.0544, over 12374.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03635, over 113.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2915, pruned_loss=0.05776, over 2477211.64 frames. utt_duration=420.7 frames, utt_pad_proportion=0.06252, over 23621.03 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3062, pruned_loss=0.07747, over 2467565.37 frames. utt_duration=1175 frames, utt_pad_proportion=0.08246, over 8410.65 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2899, pruned_loss=0.0561, over 2478203.41 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06335, over 25079.37 utterances.], batch size: 113, lr: 4.25e-04
2022-08-25 02:11:02,283 INFO [train.py:927] (4/8) Epoch 8, batch 19100, giga_loss[loss=0.1671, simple_loss=0.2612, pruned_loss=0.03648, over 12435.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03484, over 105.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2908, pruned_loss=0.05784, over 2477240.94 frames. utt_duration=427.3 frames, utt_pad_proportion=0.05983, over 23252.96 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3062, pruned_loss=0.07751, over 2467711.72 frames. utt_duration=1173 frames, utt_pad_proportion=0.0824, over 8424.52 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2894, pruned_loss=0.05626, over 2478022.27 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06054, over 24591.60 utterances.], batch size: 105, lr: 4.25e-04
2022-08-25 02:13:09,704 INFO [train.py:927] (4/8) Epoch 8, batch 19150, giga_loss[loss=0.2114, simple_loss=0.3015, pruned_loss=0.06062, over 12379.00 frames. utt_duration=376.4 frames, utt_pad_proportion=0.03485, over 132.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2934, pruned_loss=0.05921, over 2477189.19 frames. utt_duration=431.6 frames, utt_pad_proportion=0.0576, over 23023.16 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3064, pruned_loss=0.07746, over 2467861.03 frames. utt_duration=1175 frames, utt_pad_proportion=0.08116, over 8415.62 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2917, pruned_loss=0.05749, over 2477937.03 frames. utt_duration=406 frames, utt_pad_proportion=0.05847, over 24487.71 utterances.], batch size: 132, lr: 4.25e-04
2022-08-25 02:15:05,538 INFO [train.py:927] (4/8) Epoch 8, batch 19200, giga_loss[loss=0.2156, simple_loss=0.3042, pruned_loss=0.06345, over 12340.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02975, over 85.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2958, pruned_loss=0.06136, over 2477109.74 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06074, over 24169.03 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3066, pruned_loss=0.07765, over 2467884.42 frames. utt_duration=1177 frames, utt_pad_proportion=0.07993, over 8394.29 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.294, pruned_loss=0.05942, over 2477879.17 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06146, over 25702.53 utterances.], batch size: 85, lr: 4.25e-04
2022-08-25 02:17:07,502 INFO [train.py:927] (4/8) Epoch 8, batch 19250, giga_loss[loss=0.2318, simple_loss=0.3169, pruned_loss=0.0734, over 12452.00 frames. utt_duration=409 frames, utt_pad_proportion=0.03069, over 122.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2976, pruned_loss=0.06229, over 2477010.15 frames. utt_duration=403.4 frames, utt_pad_proportion=0.0631, over 24637.22 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3062, pruned_loss=0.07739, over 2467509.05 frames. utt_duration=1180 frames, utt_pad_proportion=0.07905, over 8375.09 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2962, pruned_loss=0.06053, over 2478179.02 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06364, over 26304.88 utterances.], batch size: 122, lr: 4.25e-04
2022-08-25 02:19:23,300 INFO [train.py:927] (4/8) Epoch 8, batch 19300, libri_loss[loss=0.2112, simple_loss=0.2905, pruned_loss=0.06598, over 12383.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007904, over 31.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.296, pruned_loss=0.06152, over 2477124.44 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06364, over 24777.20 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3062, pruned_loss=0.07716, over 2467598.42 frames. utt_duration=1185 frames, utt_pad_proportion=0.07792, over 8338.86 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2947, pruned_loss=0.06006, over 2478147.31 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06428, over 26440.39 utterances.], batch size: 31, lr: 4.25e-04
2022-08-25 02:21:18,539 INFO [train.py:927] (4/8) Epoch 8, batch 19350, giga_loss[loss=0.2167, simple_loss=0.3035, pruned_loss=0.06489, over 12390.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03899, over 113.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2943, pruned_loss=0.06026, over 2477198.23 frames. utt_duration=417.8 frames, utt_pad_proportion=0.05983, over 23786.28 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.306, pruned_loss=0.07689, over 2467791.72 frames. utt_duration=1185 frames, utt_pad_proportion=0.07744, over 8337.88 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2932, pruned_loss=0.05902, over 2478002.66 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06063, over 25400.47 utterances.], batch size: 113, lr: 4.25e-04
2022-08-25 02:23:25,477 INFO [train.py:927] (4/8) Epoch 8, batch 19400, giga_loss[loss=0.1876, simple_loss=0.2739, pruned_loss=0.05063, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03525, over 43.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2923, pruned_loss=0.05968, over 2477876.43 frames. utt_duration=420.9 frames, utt_pad_proportion=0.05951, over 23614.63 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3059, pruned_loss=0.07679, over 2467929.53 frames. utt_duration=1184 frames, utt_pad_proportion=0.07761, over 8349.56 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2914, pruned_loss=0.05866, over 2478470.24 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06005, over 25003.47 utterances.], batch size: 43, lr: 4.25e-04
2022-08-25 02:25:27,697 INFO [train.py:927] (4/8) Epoch 8, batch 19450, giga_loss[loss=0.2122, simple_loss=0.3084, pruned_loss=0.05797, over 12378.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.02891, over 85.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2922, pruned_loss=0.05904, over 2477739.06 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06129, over 23987.72 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3058, pruned_loss=0.07675, over 2467966.39 frames. utt_duration=1187 frames, utt_pad_proportion=0.07597, over 8330.19 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2913, pruned_loss=0.0578, over 2478454.29 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06196, over 25519.15 utterances.], batch size: 85, lr: 4.25e-04
2022-08-25 02:27:25,241 INFO [train.py:927] (4/8) Epoch 8, batch 19500, giga_loss[loss=0.1939, simple_loss=0.287, pruned_loss=0.05037, over 12417.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06306, over 183.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2936, pruned_loss=0.0586, over 2478216.47 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06216, over 24236.45 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3056, pruned_loss=0.07666, over 2468054.53 frames. utt_duration=1190 frames, utt_pad_proportion=0.07478, over 8306.75 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2928, pruned_loss=0.05739, over 2478869.42 frames. utt_duration=386.4 frames, utt_pad_proportion=0.0629, over 25743.15 utterances.], batch size: 183, lr: 4.25e-04
2022-08-25 02:29:31,320 INFO [train.py:927] (4/8) Epoch 8, batch 19550, giga_loss[loss=0.1943, simple_loss=0.288, pruned_loss=0.05027, over 12444.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04731, over 147.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2947, pruned_loss=0.05871, over 2478123.94 frames. utt_duration=417 frames, utt_pad_proportion=0.0608, over 23842.38 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3063, pruned_loss=0.07714, over 2467940.79 frames. utt_duration=1193 frames, utt_pad_proportion=0.07367, over 8285.15 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2931, pruned_loss=0.05691, over 2478997.75 frames. utt_duration=391.3 frames, utt_pad_proportion=0.0617, over 25420.02 utterances.], batch size: 147, lr: 4.25e-04
2022-08-25 02:31:47,301 INFO [train.py:927] (4/8) Epoch 8, batch 19600, giga_loss[loss=0.1873, simple_loss=0.2926, pruned_loss=0.041, over 12458.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03111, over 75.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2953, pruned_loss=0.05872, over 2478508.17 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06272, over 24264.35 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3073, pruned_loss=0.07732, over 2468213.28 frames. utt_duration=1196 frames, utt_pad_proportion=0.07253, over 8262.58 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2929, pruned_loss=0.05676, over 2479138.18 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06362, over 25843.03 utterances.], batch size: 75, lr: 4.25e-04
2022-08-25 02:34:00,740 INFO [train.py:927] (4/8) Epoch 8, batch 19650, giga_loss[loss=0.2345, simple_loss=0.3211, pruned_loss=0.07396, over 12382.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07601, over 212.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2987, pruned_loss=0.05997, over 2478083.32 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06322, over 23966.24 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3086, pruned_loss=0.07743, over 2468044.13 frames. utt_duration=1191 frames, utt_pad_proportion=0.07513, over 8302.81 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2954, pruned_loss=0.05771, over 2479055.53 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06293, over 25694.05 utterances.], batch size: 212, lr: 4.25e-04
2022-08-25 02:36:16,963 INFO [train.py:927] (4/8) Epoch 8, batch 19700, giga_loss[loss=0.2058, simple_loss=0.2957, pruned_loss=0.05794, over 12456.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03667, over 133.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2988, pruned_loss=0.06017, over 2478859.11 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06088, over 23300.37 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3085, pruned_loss=0.07747, over 2468282.79 frames. utt_duration=1190 frames, utt_pad_proportion=0.07492, over 8308.24 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.296, pruned_loss=0.05809, over 2479557.69 frames. utt_duration=400 frames, utt_pad_proportion=0.06077, over 24870.82 utterances.], batch size: 133, lr: 4.25e-04
2022-08-25 02:38:33,534 INFO [train.py:927] (4/8) Epoch 8, batch 19750, giga_loss[loss=0.2121, simple_loss=0.3022, pruned_loss=0.06097, over 12378.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06125, over 182.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.297, pruned_loss=0.05959, over 2478756.77 frames. utt_duration=439.4 frames, utt_pad_proportion=0.05837, over 22624.75 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3086, pruned_loss=0.07756, over 2468297.28 frames. utt_duration=1187 frames, utt_pad_proportion=0.07398, over 8327.98 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2943, pruned_loss=0.05728, over 2479642.21 frames. utt_duration=408.7 frames, utt_pad_proportion=0.05856, over 24335.83 utterances.], batch size: 182, lr: 4.25e-04
2022-08-25 02:40:33,533 INFO [train.py:927] (4/8) Epoch 8, batch 19800, giga_loss[loss=0.2241, simple_loss=0.3074, pruned_loss=0.07045, over 12409.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09733, over 256.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2962, pruned_loss=0.05904, over 2478864.59 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06013, over 23655.44 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3084, pruned_loss=0.07744, over 2468235.14 frames. utt_duration=1190 frames, utt_pad_proportion=0.07345, over 8309.75 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2942, pruned_loss=0.05717, over 2479696.14 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06029, over 25140.39 utterances.], batch size: 256, lr: 4.25e-04
2022-08-25 02:42:26,936 INFO [train.py:927] (4/8) Epoch 8, batch 19850, giga_loss[loss=0.2076, simple_loss=0.2913, pruned_loss=0.06198, over 12346.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03452, over 62.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2979, pruned_loss=0.06017, over 2478118.81 frames. utt_duration=437.3 frames, utt_pad_proportion=0.05763, over 22726.59 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3082, pruned_loss=0.07754, over 2468000.28 frames. utt_duration=1190 frames, utt_pad_proportion=0.07299, over 8308.63 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2961, pruned_loss=0.05804, over 2479316.73 frames. utt_duration=407.7 frames, utt_pad_proportion=0.05791, over 24395.76 utterances.], batch size: 62, lr: 4.25e-04
2022-08-25 02:44:15,461 INFO [train.py:927] (4/8) Epoch 8, batch 19900, giga_loss[loss=0.2165, simple_loss=0.3079, pruned_loss=0.06255, over 12450.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03705, over 133.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2969, pruned_loss=0.06097, over 2478259.27 frames. utt_duration=441.2 frames, utt_pad_proportion=0.06014, over 22530.92 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3085, pruned_loss=0.07785, over 2468428.46 frames. utt_duration=1178 frames, utt_pad_proportion=0.07555, over 8394.49 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2947, pruned_loss=0.05823, over 2479244.78 frames. utt_duration=407.8 frames, utt_pad_proportion=0.05913, over 24388.13 utterances.], batch size: 133, lr: 4.25e-04
2022-08-25 02:46:09,048 INFO [train.py:927] (4/8) Epoch 8, batch 19950, giga_loss[loss=0.237, simple_loss=0.3287, pruned_loss=0.07264, over 12380.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.03016, over 58.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2989, pruned_loss=0.06213, over 2477543.40 frames. utt_duration=435.7 frames, utt_pad_proportion=0.06239, over 22810.25 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3085, pruned_loss=0.07779, over 2468384.63 frames. utt_duration=1179 frames, utt_pad_proportion=0.07499, over 8383.55 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2971, pruned_loss=0.05989, over 2478454.23 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06158, over 24405.19 utterances.], batch size: 58, lr: 4.25e-04
2022-08-25 02:47:54,545 INFO [train.py:927] (4/8) Epoch 8, batch 20000, giga_loss[loss=0.2346, simple_loss=0.3299, pruned_loss=0.06964, over 12367.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03389, over 104.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3049, pruned_loss=0.06586, over 2476141.63 frames. utt_duration=437.5 frames, utt_pad_proportion=0.06419, over 22705.16 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3083, pruned_loss=0.07769, over 2468344.97 frames. utt_duration=1181 frames, utt_pad_proportion=0.07388, over 8369.88 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3035, pruned_loss=0.06386, over 2477096.28 frames. utt_duration=409 frames, utt_pad_proportion=0.06368, over 24298.08 utterances.], batch size: 104, lr: 4.24e-04
2022-08-25 02:49:37,526 INFO [train.py:927] (4/8) Epoch 8, batch 20050, giga_loss[loss=0.1888, simple_loss=0.2702, pruned_loss=0.05376, over 12415.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.0337, over 80.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3018, pruned_loss=0.06478, over 2475355.71 frames. utt_duration=465.4 frames, utt_pad_proportion=0.06107, over 21333.12 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3082, pruned_loss=0.07767, over 2468252.99 frames. utt_duration=1185 frames, utt_pad_proportion=0.07275, over 8342.68 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.3007, pruned_loss=0.06302, over 2476324.73 frames. utt_duration=434.7 frames, utt_pad_proportion=0.06113, over 22852.56 utterances.], batch size: 80, lr: 4.24e-04
2022-08-25 02:51:19,221 INFO [train.py:927] (4/8) Epoch 8, batch 20100, giga_loss[loss=0.2041, simple_loss=0.2711, pruned_loss=0.06854, over 12390.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06584, over 211.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2949, pruned_loss=0.06269, over 2475404.23 frames. utt_duration=481.3 frames, utt_pad_proportion=0.05885, over 20628.84 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3075, pruned_loss=0.07739, over 2468284.19 frames. utt_duration=1194 frames, utt_pad_proportion=0.07128, over 8281.22 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2944, pruned_loss=0.06116, over 2476327.27 frames. utt_duration=446.7 frames, utt_pad_proportion=0.05945, over 22240.15 utterances.], batch size: 211, lr: 4.24e-04
2022-08-25 02:53:04,061 INFO [train.py:927] (4/8) Epoch 8, batch 20150, giga_loss[loss=0.1683, simple_loss=0.2403, pruned_loss=0.04812, over 12240.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03065, over 42.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2876, pruned_loss=0.0603, over 2474651.58 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06012, over 20619.69 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3079, pruned_loss=0.07744, over 2468306.87 frames. utt_duration=1193 frames, utt_pad_proportion=0.07097, over 8287.62 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2866, pruned_loss=0.05876, over 2475488.24 frames. utt_duration=449.2 frames, utt_pad_proportion=0.06054, over 22112.05 utterances.], batch size: 42, lr: 4.24e-04
2022-08-25 02:54:48,516 INFO [train.py:927] (4/8) Epoch 8, batch 20200, giga_loss[loss=0.1732, simple_loss=0.2556, pruned_loss=0.04535, over 12361.00 frames. utt_duration=619.6 frames, utt_pad_proportion=0.03639, over 80.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2822, pruned_loss=0.05816, over 2474688.19 frames. utt_duration=499.6 frames, utt_pad_proportion=0.05701, over 19867.22 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.308, pruned_loss=0.07738, over 2468226.22 frames. utt_duration=1195 frames, utt_pad_proportion=0.07042, over 8274.78 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2811, pruned_loss=0.05684, over 2475492.34 frames. utt_duration=469.3 frames, utt_pad_proportion=0.05769, over 21161.34 utterances.], batch size: 80, lr: 4.24e-04
2022-08-25 02:56:32,137 INFO [train.py:927] (4/8) Epoch 8, batch 20250, libri_loss[loss=0.2584, simple_loss=0.3147, pruned_loss=0.1011, over 12191.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.00843, over 30.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2777, pruned_loss=0.05695, over 2474149.11 frames. utt_duration=498.9 frames, utt_pad_proportion=0.05766, over 19891.61 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.308, pruned_loss=0.07753, over 2467986.56 frames. utt_duration=1199 frames, utt_pad_proportion=0.06922, over 8245.24 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2761, pruned_loss=0.05526, over 2475171.43 frames. utt_duration=467.6 frames, utt_pad_proportion=0.05854, over 21237.50 utterances.], batch size: 30, lr: 4.24e-04
2022-08-25 02:58:15,208 INFO [train.py:927] (4/8) Epoch 8, batch 20300, giga_loss[loss=0.1783, simple_loss=0.2609, pruned_loss=0.04783, over 12329.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.03022, over 66.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2725, pruned_loss=0.05464, over 2473741.99 frames. utt_duration=511.4 frames, utt_pad_proportion=0.05748, over 19401.48 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.308, pruned_loss=0.07762, over 2467848.26 frames. utt_duration=1202 frames, utt_pad_proportion=0.06885, over 8225.86 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2709, pruned_loss=0.05301, over 2474718.14 frames. utt_duration=482.5 frames, utt_pad_proportion=0.05829, over 20577.55 utterances.], batch size: 66, lr: 4.24e-04
2022-08-25 02:59:59,531 INFO [train.py:927] (4/8) Epoch 8, batch 20350, giga_loss[loss=0.1816, simple_loss=0.2502, pruned_loss=0.05645, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03237, over 42.00 utterances.], tot_loss[loss=0.1869, simple_loss=0.2678, pruned_loss=0.05297, over 2473885.59 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06149, over 19107.30 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3081, pruned_loss=0.0777, over 2468112.41 frames. utt_duration=1194 frames, utt_pad_proportion=0.07165, over 8278.74 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2658, pruned_loss=0.05122, over 2474536.19 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06096, over 20191.85 utterances.], batch size: 42, lr: 4.24e-04
2022-08-25 03:01:44,196 INFO [train.py:927] (4/8) Epoch 8, batch 20400, giga_loss[loss=0.1964, simple_loss=0.2808, pruned_loss=0.05599, over 12374.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04562, over 146.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2625, pruned_loss=0.05102, over 2473865.69 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06214, over 19409.40 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3079, pruned_loss=0.07762, over 2468336.69 frames. utt_duration=1197 frames, utt_pad_proportion=0.07087, over 8258.61 utterances.], giga_tot_loss[loss=0.1797, simple_loss=0.2605, pruned_loss=0.04939, over 2474257.83 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06191, over 20420.64 utterances.], batch size: 146, lr: 4.24e-04
2022-08-25 03:03:29,004 INFO [train.py:927] (4/8) Epoch 8, batch 20450, giga_loss[loss=0.2639, simple_loss=0.3299, pruned_loss=0.09899, over 12355.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1997, over 367.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2711, pruned_loss=0.05534, over 2474005.03 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06804, over 19986.08 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3077, pruned_loss=0.07759, over 2468421.28 frames. utt_duration=1189 frames, utt_pad_proportion=0.07472, over 8314.84 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.269, pruned_loss=0.05364, over 2474352.52 frames. utt_duration=474 frames, utt_pad_proportion=0.06622, over 20944.63 utterances.], batch size: 367, lr: 4.24e-04
2022-08-25 03:05:12,491 INFO [train.py:927] (4/8) Epoch 8, batch 20500, libri_loss[loss=0.2437, simple_loss=0.3117, pruned_loss=0.08786, over 12426.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03544, over 46.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2805, pruned_loss=0.05966, over 2473512.10 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06589, over 18978.14 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3067, pruned_loss=0.07723, over 2468255.25 frames. utt_duration=1197 frames, utt_pad_proportion=0.073, over 8256.88 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2788, pruned_loss=0.05798, over 2474125.56 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06503, over 20163.24 utterances.], batch size: 46, lr: 4.24e-04
2022-08-25 03:06:57,814 INFO [train.py:927] (4/8) Epoch 8, batch 20550, giga_loss[loss=0.226, simple_loss=0.3198, pruned_loss=0.06614, over 12402.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05093, over 161.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2863, pruned_loss=0.06116, over 2474118.02 frames. utt_duration=522.6 frames, utt_pad_proportion=0.068, over 18989.84 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3069, pruned_loss=0.07751, over 2468564.65 frames. utt_duration=1189 frames, utt_pad_proportion=0.0764, over 8316.15 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2844, pruned_loss=0.05936, over 2474411.09 frames. utt_duration=496.2 frames, utt_pad_proportion=0.0658, over 20005.40 utterances.], batch size: 161, lr: 4.24e-04
2022-08-25 03:08:41,584 INFO [train.py:927] (4/8) Epoch 8, batch 20600, giga_loss[loss=0.222, simple_loss=0.3017, pruned_loss=0.07113, over 12389.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06396, over 183.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2906, pruned_loss=0.06285, over 2474194.76 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06429, over 18808.09 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3066, pruned_loss=0.07719, over 2468667.54 frames. utt_duration=1194 frames, utt_pad_proportion=0.07484, over 8280.20 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2888, pruned_loss=0.06127, over 2474482.92 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06317, over 19930.77 utterances.], batch size: 183, lr: 4.24e-04
2022-08-25 03:10:25,439 INFO [train.py:927] (4/8) Epoch 8, batch 20650, giga_loss[loss=0.2322, simple_loss=0.3168, pruned_loss=0.07385, over 12428.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03598, over 113.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2971, pruned_loss=0.06568, over 2473399.25 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06488, over 18732.21 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3086, pruned_loss=0.07745, over 2468693.87 frames. utt_duration=1198 frames, utt_pad_proportion=0.07376, over 8251.86 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2937, pruned_loss=0.06397, over 2473696.73 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06428, over 19822.40 utterances.], batch size: 113, lr: 4.24e-04
2022-08-25 03:12:10,726 INFO [train.py:927] (4/8) Epoch 8, batch 20700, giga_loss[loss=0.2098, simple_loss=0.3025, pruned_loss=0.05861, over 12334.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03047, over 48.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3009, pruned_loss=0.06701, over 2473105.50 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06305, over 17911.92 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3086, pruned_loss=0.07755, over 2468260.98 frames. utt_duration=1194 frames, utt_pad_proportion=0.07611, over 8281.75 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2979, pruned_loss=0.06519, over 2473877.26 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06165, over 19075.88 utterances.], batch size: 48, lr: 4.24e-04
2022-08-25 03:13:52,020 INFO [train.py:927] (4/8) Epoch 8, batch 20750, giga_loss[loss=0.2245, simple_loss=0.3148, pruned_loss=0.06709, over 12390.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0394, over 113.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3038, pruned_loss=0.06858, over 2473421.78 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06593, over 17877.96 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3083, pruned_loss=0.07754, over 2468644.54 frames. utt_duration=1197 frames, utt_pad_proportion=0.07478, over 8261.38 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3014, pruned_loss=0.06671, over 2473854.98 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06503, over 19245.67 utterances.], batch size: 113, lr: 4.24e-04
2022-08-25 03:15:35,320 INFO [train.py:927] (4/8) Epoch 8, batch 20800, giga_loss[loss=0.197, simple_loss=0.284, pruned_loss=0.05504, over 12200.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0304, over 42.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3042, pruned_loss=0.06806, over 2473493.00 frames. utt_duration=542 frames, utt_pad_proportion=0.06535, over 18303.14 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3082, pruned_loss=0.07761, over 2468753.11 frames. utt_duration=1198 frames, utt_pad_proportion=0.07422, over 8254.81 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3024, pruned_loss=0.06644, over 2473775.57 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06488, over 19471.72 utterances.], batch size: 42, lr: 4.24e-04
2022-08-25 03:17:19,475 INFO [train.py:927] (4/8) Epoch 8, batch 20850, giga_loss[loss=0.2297, simple_loss=0.3204, pruned_loss=0.06951, over 12454.00 frames. utt_duration=713.1 frames, utt_pad_proportion=0.02181, over 70.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3051, pruned_loss=0.06854, over 2472994.56 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06442, over 17879.53 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3084, pruned_loss=0.07782, over 2468886.05 frames. utt_duration=1198 frames, utt_pad_proportion=0.07369, over 8257.08 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3034, pruned_loss=0.06688, over 2473184.59 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06426, over 19038.76 utterances.], batch size: 70, lr: 4.24e-04
2022-08-25 03:19:01,867 INFO [train.py:927] (4/8) Epoch 8, batch 20900, giga_loss[loss=0.2298, simple_loss=0.3083, pruned_loss=0.0757, over 12367.00 frames. utt_duration=306.9 frames, utt_pad_proportion=0.0586, over 162.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3072, pruned_loss=0.07159, over 2472784.99 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06177, over 17638.65 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3081, pruned_loss=0.07768, over 2469029.62 frames. utt_duration=1200 frames, utt_pad_proportion=0.07228, over 8238.66 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.306, pruned_loss=0.07015, over 2472924.13 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06221, over 18880.20 utterances.], batch size: 162, lr: 4.24e-04
2022-08-25 03:20:45,272 INFO [train.py:927] (4/8) Epoch 8, batch 20950, giga_loss[loss=0.2426, simple_loss=0.3117, pruned_loss=0.08671, over 12371.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06038, over 182.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3067, pruned_loss=0.07188, over 2472024.20 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05804, over 16876.77 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.308, pruned_loss=0.07748, over 2469125.50 frames. utt_duration=1201 frames, utt_pad_proportion=0.07104, over 8231.87 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3058, pruned_loss=0.07072, over 2472146.70 frames. utt_duration=545.9 frames, utt_pad_proportion=0.059, over 18162.60 utterances.], batch size: 182, lr: 4.24e-04
2022-08-25 03:22:30,832 INFO [train.py:927] (4/8) Epoch 8, batch 21000, giga_loss[loss=0.2181, simple_loss=0.2991, pruned_loss=0.06857, over 12295.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03593, over 51.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3062, pruned_loss=0.0723, over 2472663.25 frames. utt_duration=580.6 frames, utt_pad_proportion=0.06152, over 17077.92 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.308, pruned_loss=0.07745, over 2469231.53 frames. utt_duration=1202 frames, utt_pad_proportion=0.06998, over 8229.28 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3055, pruned_loss=0.07123, over 2472775.27 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06234, over 18385.05 utterances.], batch size: 51, lr: 4.23e-04
2022-08-25 03:22:30,833 INFO [train.py:958] (4/8) Computing validation loss
2022-08-25 03:22:45,695 INFO [train.py:967] (4/8) Epoch 8, validation: loss=0.1813, simple_loss=0.2904, pruned_loss=0.03614, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 03:24:31,499 INFO [train.py:927] (4/8) Epoch 8, batch 21050, giga_loss[loss=0.2245, simple_loss=0.2933, pruned_loss=0.0778, over 12375.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.03855, over 37.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3039, pruned_loss=0.0709, over 2472860.41 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06944, over 17969.73 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3078, pruned_loss=0.07742, over 2469165.14 frames. utt_duration=1205 frames, utt_pad_proportion=0.0692, over 8206.96 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3034, pruned_loss=0.07, over 2473077.49 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06985, over 19139.78 utterances.], batch size: 37, lr: 4.23e-04
2022-08-25 03:26:16,832 INFO [train.py:927] (4/8) Epoch 8, batch 21100, giga_loss[loss=0.2366, simple_loss=0.298, pruned_loss=0.08757, over 12402.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3008, pruned_loss=0.06948, over 2473012.20 frames. utt_duration=531 frames, utt_pad_proportion=0.06841, over 18683.43 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.308, pruned_loss=0.0773, over 2469035.21 frames. utt_duration=1208 frames, utt_pad_proportion=0.06802, over 8186.73 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3, pruned_loss=0.0686, over 2473467.57 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06925, over 20039.08 utterances.], batch size: 260, lr: 4.23e-04
2022-08-25 03:28:02,084 INFO [train.py:927] (4/8) Epoch 8, batch 21150, giga_loss[loss=0.2008, simple_loss=0.2745, pruned_loss=0.0635, over 12403.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04529, over 34.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2965, pruned_loss=0.06786, over 2473356.16 frames. utt_duration=512.6 frames, utt_pad_proportion=0.07077, over 19355.65 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3078, pruned_loss=0.07734, over 2468856.88 frames. utt_duration=1200 frames, utt_pad_proportion=0.07129, over 8242.08 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2959, pruned_loss=0.067, over 2473909.48 frames. utt_duration=484 frames, utt_pad_proportion=0.07005, over 20509.52 utterances.], batch size: 34, lr: 4.23e-04
2022-08-25 03:29:48,036 INFO [train.py:927] (4/8) Epoch 8, batch 21200, giga_loss[loss=0.2226, simple_loss=0.3079, pruned_loss=0.06872, over 12415.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03873, over 133.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2949, pruned_loss=0.06654, over 2473896.31 frames. utt_duration=515 frames, utt_pad_proportion=0.06871, over 19271.39 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3076, pruned_loss=0.07732, over 2468951.03 frames. utt_duration=1201 frames, utt_pad_proportion=0.07087, over 8235.64 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2945, pruned_loss=0.06581, over 2474294.60 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06838, over 20277.65 utterances.], batch size: 133, lr: 4.23e-04
2022-08-25 03:31:29,067 INFO [train.py:927] (4/8) Epoch 8, batch 21250, giga_loss[loss=0.1683, simple_loss=0.2478, pruned_loss=0.04439, over 12158.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.04291, over 28.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2927, pruned_loss=0.06605, over 2473285.43 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06373, over 18610.19 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3076, pruned_loss=0.07744, over 2468901.14 frames. utt_duration=1201 frames, utt_pad_proportion=0.07042, over 8231.01 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2923, pruned_loss=0.06523, over 2473717.08 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06384, over 19554.84 utterances.], batch size: 28, lr: 4.23e-04
2022-08-25 03:33:13,892 INFO [train.py:927] (4/8) Epoch 8, batch 21300, giga_loss[loss=0.1866, simple_loss=0.2715, pruned_loss=0.0509, over 12386.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04103, over 133.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2894, pruned_loss=0.06488, over 2473978.13 frames. utt_duration=542 frames, utt_pad_proportion=0.06144, over 18309.61 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3073, pruned_loss=0.07733, over 2468676.85 frames. utt_duration=1205 frames, utt_pad_proportion=0.07, over 8205.76 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2892, pruned_loss=0.06422, over 2474578.02 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06177, over 19173.83 utterances.], batch size: 133, lr: 4.23e-04
2022-08-25 03:34:56,145 INFO [train.py:927] (4/8) Epoch 8, batch 21350, giga_loss[loss=0.1874, simple_loss=0.269, pruned_loss=0.05287, over 12384.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2863, pruned_loss=0.06374, over 2474190.26 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05757, over 17558.13 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3073, pruned_loss=0.07737, over 2468690.11 frames. utt_duration=1207 frames, utt_pad_proportion=0.06893, over 8190.69 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2857, pruned_loss=0.06291, over 2474808.40 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05835, over 18473.89 utterances.], batch size: 48, lr: 4.23e-04
2022-08-25 03:36:39,450 INFO [train.py:927] (4/8) Epoch 8, batch 21400, libri_loss[loss=0.239, simple_loss=0.3199, pruned_loss=0.07902, over 12366.00 frames. utt_duration=952.8 frames, utt_pad_proportion=0.07761, over 52.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.286, pruned_loss=0.06344, over 2474279.79 frames. utt_duration=580.6 frames, utt_pad_proportion=0.05753, over 17089.76 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3085, pruned_loss=0.07804, over 2468884.13 frames. utt_duration=1183 frames, utt_pad_proportion=0.07557, over 8360.53 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2835, pruned_loss=0.06159, over 2474812.56 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05482, over 18008.37 utterances.], batch size: 52, lr: 4.23e-04
2022-08-25 03:38:22,830 INFO [train.py:927] (4/8) Epoch 8, batch 21450, giga_loss[loss=0.2245, simple_loss=0.2976, pruned_loss=0.07571, over 12387.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.0591, over 182.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2833, pruned_loss=0.06236, over 2475170.90 frames. utt_duration=597 frames, utt_pad_proportion=0.05438, over 16626.85 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3086, pruned_loss=0.07809, over 2468990.23 frames. utt_duration=1183 frames, utt_pad_proportion=0.07497, over 8356.93 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2811, pruned_loss=0.06071, over 2475545.41 frames. utt_duration=569.6 frames, utt_pad_proportion=0.0525, over 17431.40 utterances.], batch size: 182, lr: 4.23e-04
2022-08-25 03:40:16,487 INFO [train.py:927] (4/8) Epoch 8, batch 21500, giga_loss[loss=0.1863, simple_loss=0.2659, pruned_loss=0.05337, over 12475.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03617, over 40.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2857, pruned_loss=0.06404, over 2474696.46 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06364, over 17173.56 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3089, pruned_loss=0.07846, over 2469256.80 frames. utt_duration=1165 frames, utt_pad_proportion=0.08192, over 8491.63 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.283, pruned_loss=0.06198, over 2474912.90 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05853, over 17922.94 utterances.], batch size: 40, lr: 4.23e-04
2022-08-25 03:42:02,082 INFO [train.py:927] (4/8) Epoch 8, batch 21550, giga_loss[loss=0.2224, simple_loss=0.2951, pruned_loss=0.07483, over 12234.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03065, over 39.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2915, pruned_loss=0.06794, over 2474743.76 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06149, over 17529.16 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3083, pruned_loss=0.07815, over 2468949.89 frames. utt_duration=1172 frames, utt_pad_proportion=0.08052, over 8439.76 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2893, pruned_loss=0.06629, over 2475341.83 frames. utt_duration=540.6 frames, utt_pad_proportion=0.058, over 18365.58 utterances.], batch size: 39, lr: 4.23e-04
2022-08-25 03:43:48,088 INFO [train.py:927] (4/8) Epoch 8, batch 21600, giga_loss[loss=0.2186, simple_loss=0.2917, pruned_loss=0.07269, over 12418.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03174, over 37.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2958, pruned_loss=0.06956, over 2474144.36 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06181, over 17204.39 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3083, pruned_loss=0.07802, over 2468978.95 frames. utt_duration=1172 frames, utt_pad_proportion=0.08002, over 8434.23 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2939, pruned_loss=0.06819, over 2474686.76 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05899, over 18033.03 utterances.], batch size: 37, lr: 4.23e-04
2022-08-25 03:45:32,369 INFO [train.py:927] (4/8) Epoch 8, batch 21650, giga_loss[loss=0.3229, simple_loss=0.3834, pruned_loss=0.1312, over 12380.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06437, over 183.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3027, pruned_loss=0.07315, over 2474021.20 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06934, over 18450.14 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3087, pruned_loss=0.07841, over 2469153.66 frames. utt_duration=1170 frames, utt_pad_proportion=0.07979, over 8455.19 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3006, pruned_loss=0.07161, over 2474389.02 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06697, over 19250.78 utterances.], batch size: 183, lr: 4.23e-04
2022-08-25 03:47:13,437 INFO [train.py:927] (4/8) Epoch 8, batch 21700, giga_loss[loss=0.1792, simple_loss=0.2768, pruned_loss=0.0408, over 12412.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03873, over 133.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3031, pruned_loss=0.07145, over 2474058.03 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06588, over 17966.61 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3096, pruned_loss=0.0788, over 2468878.28 frames. utt_duration=1155 frames, utt_pad_proportion=0.08333, over 8558.62 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3005, pruned_loss=0.06967, over 2474747.00 frames. utt_duration=527.5 frames, utt_pad_proportion=0.0622, over 18819.01 utterances.], batch size: 133, lr: 4.23e-04
2022-08-25 03:48:56,542 INFO [train.py:927] (4/8) Epoch 8, batch 21750, giga_loss[loss=0.2177, simple_loss=0.3029, pruned_loss=0.0662, over 12393.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.0294, over 58.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3017, pruned_loss=0.06906, over 2473789.65 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06022, over 17294.64 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3099, pruned_loss=0.07885, over 2468842.28 frames. utt_duration=1154 frames, utt_pad_proportion=0.08351, over 8569.10 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2993, pruned_loss=0.06754, over 2474388.55 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05725, over 18032.03 utterances.], batch size: 58, lr: 4.23e-04
2022-08-25 03:50:41,212 INFO [train.py:927] (4/8) Epoch 8, batch 21800, giga_loss[loss=0.271, simple_loss=0.3462, pruned_loss=0.09795, over 12428.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.0663, over 184.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3032, pruned_loss=0.06997, over 2473708.64 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06264, over 17868.64 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3093, pruned_loss=0.07852, over 2468495.61 frames. utt_duration=1162 frames, utt_pad_proportion=0.08152, over 8509.93 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3016, pruned_loss=0.06875, over 2474649.27 frames. utt_duration=528.5 frames, utt_pad_proportion=0.0608, over 18783.91 utterances.], batch size: 184, lr: 4.23e-04
2022-08-25 03:52:24,495 INFO [train.py:927] (4/8) Epoch 8, batch 21850, giga_loss[loss=0.2733, simple_loss=0.342, pruned_loss=0.1022, over 12401.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07317, over 212.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3051, pruned_loss=0.07125, over 2473901.87 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06032, over 18085.17 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3091, pruned_loss=0.07838, over 2468437.27 frames. utt_duration=1163 frames, utt_pad_proportion=0.08085, over 8499.31 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3039, pruned_loss=0.07031, over 2474791.61 frames. utt_duration=524.1 frames, utt_pad_proportion=0.05913, over 18943.04 utterances.], batch size: 212, lr: 4.23e-04
2022-08-25 03:54:09,491 INFO [train.py:927] (4/8) Epoch 8, batch 21900, giga_loss[loss=0.208, simple_loss=0.2876, pruned_loss=0.06419, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02763, over 45.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3063, pruned_loss=0.07276, over 2474044.42 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06488, over 18071.41 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3084, pruned_loss=0.07812, over 2468639.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0821, over 8499.13 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3058, pruned_loss=0.07197, over 2474821.67 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06282, over 19142.37 utterances.], batch size: 45, lr: 4.23e-04
2022-08-25 03:55:53,020 INFO [train.py:927] (4/8) Epoch 8, batch 21950, giga_loss[loss=0.2064, simple_loss=0.2965, pruned_loss=0.05815, over 12400.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04514, over 26.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3081, pruned_loss=0.07359, over 2474231.55 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06118, over 17468.30 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3086, pruned_loss=0.07829, over 2468567.83 frames. utt_duration=1162 frames, utt_pad_proportion=0.08186, over 8507.45 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3075, pruned_loss=0.07275, over 2474984.89 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05967, over 18430.21 utterances.], batch size: 26, lr: 4.22e-04
2022-08-25 03:57:37,167 INFO [train.py:927] (4/8) Epoch 8, batch 22000, giga_loss[loss=0.2354, simple_loss=0.3156, pruned_loss=0.07755, over 12382.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04486, over 146.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3084, pruned_loss=0.07321, over 2474898.02 frames. utt_duration=579 frames, utt_pad_proportion=0.06133, over 17141.36 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3082, pruned_loss=0.07807, over 2468590.47 frames. utt_duration=1167 frames, utt_pad_proportion=0.08104, over 8473.00 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3082, pruned_loss=0.07267, over 2475539.99 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06035, over 18046.01 utterances.], batch size: 146, lr: 4.22e-04
2022-08-25 03:59:22,410 INFO [train.py:927] (4/8) Epoch 8, batch 22050, libri_loss[loss=0.2068, simple_loss=0.2809, pruned_loss=0.06636, over 12462.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007537, over 37.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.308, pruned_loss=0.07314, over 2475011.12 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05813, over 16495.04 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3084, pruned_loss=0.07819, over 2468760.14 frames. utt_duration=1169 frames, utt_pad_proportion=0.08011, over 8457.99 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3078, pruned_loss=0.07253, over 2475442.26 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05777, over 17344.13 utterances.], batch size: 37, lr: 4.22e-04
2022-08-25 04:01:03,762 INFO [train.py:927] (4/8) Epoch 8, batch 22100, giga_loss[loss=0.1943, simple_loss=0.2707, pruned_loss=0.0589, over 12347.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02717, over 48.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3067, pruned_loss=0.07262, over 2474836.09 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05908, over 16133.37 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3086, pruned_loss=0.07838, over 2468846.33 frames. utt_duration=1169 frames, utt_pad_proportion=0.07961, over 8461.53 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3063, pruned_loss=0.07188, over 2475228.23 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05879, over 16944.83 utterances.], batch size: 48, lr: 4.22e-04
2022-08-25 04:02:48,304 INFO [train.py:927] (4/8) Epoch 8, batch 22150, giga_loss[loss=0.2511, simple_loss=0.3326, pruned_loss=0.08484, over 12305.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03101, over 28.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3077, pruned_loss=0.07303, over 2473822.72 frames. utt_duration=622.6 frames, utt_pad_proportion=0.05601, over 15930.71 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3087, pruned_loss=0.07841, over 2468800.10 frames. utt_duration=1167 frames, utt_pad_proportion=0.07953, over 8470.22 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3073, pruned_loss=0.0724, over 2474196.21 frames. utt_duration=598 frames, utt_pad_proportion=0.05587, over 16591.31 utterances.], batch size: 28, lr: 4.22e-04
2022-08-25 04:04:30,615 INFO [train.py:927] (4/8) Epoch 8, batch 22200, libri_loss[loss=0.2052, simple_loss=0.29, pruned_loss=0.06014, over 12248.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.00499, over 34.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3082, pruned_loss=0.07281, over 2473186.20 frames. utt_duration=634.4 frames, utt_pad_proportion=0.05239, over 15630.17 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3088, pruned_loss=0.07849, over 2468923.57 frames. utt_duration=1170 frames, utt_pad_proportion=0.07836, over 8448.89 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3078, pruned_loss=0.07217, over 2473473.79 frames. utt_duration=608.2 frames, utt_pad_proportion=0.05275, over 16308.10 utterances.], batch size: 34, lr: 4.22e-04
2022-08-25 04:06:13,397 INFO [train.py:927] (4/8) Epoch 8, batch 22250, giga_loss[loss=0.2106, simple_loss=0.297, pruned_loss=0.06216, over 12382.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03005, over 58.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3079, pruned_loss=0.07272, over 2473583.64 frames. utt_duration=622.8 frames, utt_pad_proportion=0.05485, over 15925.00 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3094, pruned_loss=0.07885, over 2469066.67 frames. utt_duration=1146 frames, utt_pad_proportion=0.08621, over 8626.28 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3071, pruned_loss=0.07179, over 2473744.09 frames. utt_duration=604.9 frames, utt_pad_proportion=0.05083, over 16397.97 utterances.], batch size: 58, lr: 4.22e-04
2022-08-25 04:07:54,525 INFO [train.py:927] (4/8) Epoch 8, batch 22300, giga_loss[loss=0.1984, simple_loss=0.2804, pruned_loss=0.05821, over 12334.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.0328, over 51.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3049, pruned_loss=0.07123, over 2472379.34 frames. utt_duration=647.3 frames, utt_pad_proportion=0.05402, over 15314.66 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3099, pruned_loss=0.07917, over 2469178.79 frames. utt_duration=1139 frames, utt_pad_proportion=0.08854, over 8684.81 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3036, pruned_loss=0.07002, over 2472493.53 frames. utt_duration=627.7 frames, utt_pad_proportion=0.04886, over 15793.48 utterances.], batch size: 51, lr: 4.22e-04
2022-08-25 04:09:36,486 INFO [train.py:927] (4/8) Epoch 8, batch 22350, giga_loss[loss=0.1697, simple_loss=0.2624, pruned_loss=0.03849, over 12377.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02777, over 66.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3027, pruned_loss=0.07074, over 2471880.03 frames. utt_duration=643.8 frames, utt_pad_proportion=0.05477, over 15393.60 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3101, pruned_loss=0.07936, over 2469037.47 frames. utt_duration=1143 frames, utt_pad_proportion=0.08778, over 8652.64 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3015, pruned_loss=0.0695, over 2472149.91 frames. utt_duration=623.7 frames, utt_pad_proportion=0.05086, over 15893.21 utterances.], batch size: 66, lr: 4.22e-04
2022-08-25 04:11:20,625 INFO [train.py:927] (4/8) Epoch 8, batch 22400, giga_loss[loss=0.18, simple_loss=0.2605, pruned_loss=0.04973, over 12442.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03, over 80.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.2997, pruned_loss=0.06976, over 2472018.07 frames. utt_duration=646.4 frames, utt_pad_proportion=0.05541, over 15333.74 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3105, pruned_loss=0.07944, over 2468873.82 frames. utt_duration=1147 frames, utt_pad_proportion=0.08613, over 8619.60 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2981, pruned_loss=0.06848, over 2472481.27 frames. utt_duration=622.5 frames, utt_pad_proportion=0.05281, over 15925.73 utterances.], batch size: 80, lr: 4.22e-04
2022-08-25 04:13:01,367 INFO [train.py:927] (4/8) Epoch 8, batch 22450, giga_loss[loss=0.2316, simple_loss=0.3079, pruned_loss=0.07764, over 12363.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06067, over 182.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2967, pruned_loss=0.06913, over 2471296.06 frames. utt_duration=619 frames, utt_pad_proportion=0.05923, over 16009.70 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3102, pruned_loss=0.07928, over 2468553.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.08462, over 8573.51 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2955, pruned_loss=0.06803, over 2472020.55 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05754, over 16679.91 utterances.], batch size: 182, lr: 4.22e-04
2022-08-25 04:14:43,305 INFO [train.py:927] (4/8) Epoch 8, batch 22500, giga_loss[loss=0.2004, simple_loss=0.2787, pruned_loss=0.0611, over 12279.00 frames. utt_duration=964.6 frames, utt_pad_proportion=0.03736, over 51.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2962, pruned_loss=0.06833, over 2471724.36 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06439, over 16823.46 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3098, pruned_loss=0.07906, over 2468365.70 frames. utt_duration=1159 frames, utt_pad_proportion=0.08317, over 8531.66 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2953, pruned_loss=0.06743, over 2472531.76 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06332, over 17560.42 utterances.], batch size: 51, lr: 4.22e-04
2022-08-25 04:16:24,513 INFO [train.py:927] (4/8) Epoch 8, batch 22550, giga_loss[loss=0.246, simple_loss=0.3254, pruned_loss=0.08329, over 12352.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02738, over 48.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2975, pruned_loss=0.06832, over 2471509.68 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06144, over 17120.75 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3095, pruned_loss=0.07883, over 2468096.74 frames. utt_duration=1165 frames, utt_pad_proportion=0.08177, over 8485.72 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2967, pruned_loss=0.06758, over 2472459.20 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06111, over 17923.02 utterances.], batch size: 48, lr: 4.22e-04
2022-08-25 04:18:04,558 INFO [train.py:927] (4/8) Epoch 8, batch 22600, giga_loss[loss=0.1712, simple_loss=0.2659, pruned_loss=0.03828, over 12379.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02476, over 66.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2975, pruned_loss=0.06734, over 2472321.66 frames. utt_duration=540 frames, utt_pad_proportion=0.06578, over 18364.60 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3096, pruned_loss=0.07898, over 2468324.92 frames. utt_duration=1169 frames, utt_pad_proportion=0.08055, over 8458.26 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2966, pruned_loss=0.06643, over 2472918.42 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06576, over 19194.87 utterances.], batch size: 66, lr: 4.22e-04
2022-08-25 04:19:47,494 INFO [train.py:927] (4/8) Epoch 8, batch 22650, giga_loss[loss=0.2076, simple_loss=0.2853, pruned_loss=0.06498, over 12148.00 frames. utt_duration=1621 frames, utt_pad_proportion=0.03553, over 30.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2964, pruned_loss=0.0662, over 2473034.91 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06345, over 17991.36 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3091, pruned_loss=0.07873, over 2468213.79 frames. utt_duration=1174 frames, utt_pad_proportion=0.07976, over 8423.58 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.296, pruned_loss=0.06555, over 2473682.28 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06375, over 18807.91 utterances.], batch size: 30, lr: 4.22e-04
2022-08-25 04:21:29,955 INFO [train.py:927] (4/8) Epoch 8, batch 22700, giga_loss[loss=0.2295, simple_loss=0.3087, pruned_loss=0.07514, over 12331.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03435, over 51.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2977, pruned_loss=0.06687, over 2472551.91 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06346, over 17716.49 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3095, pruned_loss=0.07902, over 2468102.59 frames. utt_duration=1167 frames, utt_pad_proportion=0.08215, over 8472.33 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2967, pruned_loss=0.06576, over 2473294.84 frames. utt_duration=533.7 frames, utt_pad_proportion=0.0626, over 18588.25 utterances.], batch size: 51, lr: 4.22e-04
2022-08-25 04:23:10,345 INFO [train.py:927] (4/8) Epoch 8, batch 22750, giga_loss[loss=0.2096, simple_loss=0.3039, pruned_loss=0.05765, over 12458.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02877, over 80.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2998, pruned_loss=0.06775, over 2472202.25 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06313, over 17457.48 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3093, pruned_loss=0.07894, over 2467883.38 frames. utt_duration=1169 frames, utt_pad_proportion=0.08157, over 8452.66 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2992, pruned_loss=0.06685, over 2473025.18 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06263, over 18245.35 utterances.], batch size: 80, lr: 4.22e-04
2022-08-25 04:24:53,639 INFO [train.py:927] (4/8) Epoch 8, batch 22800, giga_loss[loss=0.2016, simple_loss=0.283, pruned_loss=0.0601, over 12401.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02264, over 48.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3003, pruned_loss=0.06798, over 2472640.50 frames. utt_duration=589.3 frames, utt_pad_proportion=0.06318, over 16826.99 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3087, pruned_loss=0.07883, over 2468100.44 frames. utt_duration=1158 frames, utt_pad_proportion=0.08741, over 8536.67 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3, pruned_loss=0.06697, over 2473279.24 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05977, over 17715.59 utterances.], batch size: 48, lr: 4.22e-04
2022-08-25 04:26:33,875 INFO [train.py:927] (4/8) Epoch 8, batch 22850, libri_loss[loss=0.2758, simple_loss=0.3489, pruned_loss=0.1013, over 12428.00 frames. utt_duration=419.3 frames, utt_pad_proportion=0.3458, over 119.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3004, pruned_loss=0.06774, over 2472916.86 frames. utt_duration=604.7 frames, utt_pad_proportion=0.0609, over 16398.89 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3087, pruned_loss=0.0788, over 2468416.01 frames. utt_duration=1148 frames, utt_pad_proportion=0.09034, over 8611.29 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2999, pruned_loss=0.06668, over 2473229.86 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05626, over 17225.66 utterances.], batch size: 119, lr: 4.22e-04
2022-08-25 04:28:15,307 INFO [train.py:927] (4/8) Epoch 8, batch 22900, libri_loss[loss=0.2451, simple_loss=0.3178, pruned_loss=0.08617, over 12190.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005217, over 33.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2987, pruned_loss=0.06714, over 2473869.64 frames. utt_duration=605.2 frames, utt_pad_proportion=0.05935, over 16390.99 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3081, pruned_loss=0.07855, over 2468381.19 frames. utt_duration=1152 frames, utt_pad_proportion=0.08943, over 8584.14 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2986, pruned_loss=0.06626, over 2474272.73 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05584, over 17250.64 utterances.], batch size: 33, lr: 4.22e-04
2022-08-25 04:29:55,897 INFO [train.py:927] (4/8) Epoch 8, batch 22950, giga_loss[loss=0.259, simple_loss=0.3384, pruned_loss=0.08984, over 12353.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03507, over 104.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2972, pruned_loss=0.06621, over 2473303.07 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05778, over 16689.76 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.308, pruned_loss=0.07859, over 2468148.94 frames. utt_duration=1155 frames, utt_pad_proportion=0.08814, over 8557.75 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.297, pruned_loss=0.06526, over 2473899.99 frames. utt_duration=566 frames, utt_pad_proportion=0.05543, over 17529.37 utterances.], batch size: 104, lr: 4.21e-04
2022-08-25 04:31:35,098 INFO [train.py:927] (4/8) Epoch 8, batch 23000, libri_loss[loss=0.2007, simple_loss=0.2712, pruned_loss=0.0651, over 12448.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.0108, over 29.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2977, pruned_loss=0.06577, over 2473863.51 frames. utt_duration=611.4 frames, utt_pad_proportion=0.05333, over 16225.35 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3072, pruned_loss=0.07814, over 2468493.21 frames. utt_duration=1165 frames, utt_pad_proportion=0.08585, over 8489.87 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2979, pruned_loss=0.06493, over 2474205.17 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05219, over 17267.44 utterances.], batch size: 29, lr: 4.21e-04
2022-08-25 04:33:14,923 INFO [train.py:927] (4/8) Epoch 8, batch 23050, giga_loss[loss=0.194, simple_loss=0.2679, pruned_loss=0.06008, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0309, over 42.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2983, pruned_loss=0.06702, over 2473925.97 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05559, over 16464.01 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3078, pruned_loss=0.07865, over 2468658.03 frames. utt_duration=1146 frames, utt_pad_proportion=0.0918, over 8627.37 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2976, pruned_loss=0.06546, over 2474279.74 frames. utt_duration=568.1 frames, utt_pad_proportion=0.05113, over 17469.07 utterances.], batch size: 42, lr: 4.21e-04
2022-08-25 04:34:55,838 INFO [train.py:927] (4/8) Epoch 8, batch 23100, giga_loss[loss=0.2095, simple_loss=0.2838, pruned_loss=0.06758, over 12356.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03227, over 58.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2967, pruned_loss=0.06732, over 2474202.16 frames. utt_duration=598.2 frames, utt_pad_proportion=0.053, over 16586.75 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3073, pruned_loss=0.07844, over 2468358.73 frames. utt_duration=1150 frames, utt_pad_proportion=0.09045, over 8593.25 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2964, pruned_loss=0.06601, over 2474848.62 frames. utt_duration=564.4 frames, utt_pad_proportion=0.04986, over 17587.35 utterances.], batch size: 58, lr: 4.21e-04
2022-08-25 04:36:38,558 INFO [train.py:927] (4/8) Epoch 8, batch 23150, giga_loss[loss=0.1862, simple_loss=0.2669, pruned_loss=0.05272, over 12386.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.04887, over 34.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2943, pruned_loss=0.06714, over 2474106.76 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05369, over 16980.29 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3067, pruned_loss=0.07822, over 2468517.18 frames. utt_duration=1156 frames, utt_pad_proportion=0.08926, over 8554.72 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2944, pruned_loss=0.0661, over 2474577.50 frames. utt_duration=553 frames, utt_pad_proportion=0.05146, over 17947.85 utterances.], batch size: 34, lr: 4.21e-04
2022-08-25 04:38:17,838 INFO [train.py:927] (4/8) Epoch 8, batch 23200, giga_loss[loss=0.1854, simple_loss=0.2692, pruned_loss=0.05078, over 12339.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03075, over 70.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2916, pruned_loss=0.06589, over 2473911.54 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05541, over 16680.25 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.307, pruned_loss=0.07843, over 2468492.59 frames. utt_duration=1149 frames, utt_pad_proportion=0.09196, over 8605.85 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2912, pruned_loss=0.06467, over 2474388.05 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05184, over 17540.05 utterances.], batch size: 70, lr: 4.21e-04
2022-08-25 04:39:56,495 INFO [train.py:927] (4/8) Epoch 8, batch 23250, giga_loss[loss=0.2313, simple_loss=0.3102, pruned_loss=0.07621, over 12418.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05708, over 182.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2903, pruned_loss=0.06497, over 2473848.53 frames. utt_duration=609.2 frames, utt_pad_proportion=0.05225, over 16284.26 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3073, pruned_loss=0.07811, over 2468319.77 frames. utt_duration=1158 frames, utt_pad_proportion=0.08966, over 8540.74 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2891, pruned_loss=0.06385, over 2474555.33 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05006, over 17283.83 utterances.], batch size: 182, lr: 4.21e-04
2022-08-25 04:41:38,602 INFO [train.py:927] (4/8) Epoch 8, batch 23300, giga_loss[loss=0.2708, simple_loss=0.3355, pruned_loss=0.103, over 12404.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1033, over 258.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.293, pruned_loss=0.06641, over 2473935.05 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05523, over 16937.50 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3076, pruned_loss=0.07833, over 2468463.73 frames. utt_duration=1146 frames, utt_pad_proportion=0.09287, over 8628.34 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2916, pruned_loss=0.06516, over 2474441.45 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05168, over 17749.44 utterances.], batch size: 258, lr: 4.21e-04
2022-08-25 04:43:19,547 INFO [train.py:927] (4/8) Epoch 8, batch 23350, giga_loss[loss=0.2902, simple_loss=0.3484, pruned_loss=0.116, over 12371.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2954, pruned_loss=0.06718, over 2473681.33 frames. utt_duration=579.3 frames, utt_pad_proportion=0.0539, over 17126.61 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3071, pruned_loss=0.0782, over 2468468.51 frames. utt_duration=1153 frames, utt_pad_proportion=0.09088, over 8572.34 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2942, pruned_loss=0.06593, over 2474228.75 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05153, over 18081.50 utterances.], batch size: 259, lr: 4.21e-04
2022-08-25 04:45:01,443 INFO [train.py:927] (4/8) Epoch 8, batch 23400, giga_loss[loss=0.2433, simple_loss=0.3249, pruned_loss=0.08087, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03675, over 105.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2975, pruned_loss=0.06825, over 2473848.22 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05894, over 17350.19 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3069, pruned_loss=0.07821, over 2468536.33 frames. utt_duration=1138 frames, utt_pad_proportion=0.09725, over 8685.76 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2965, pruned_loss=0.067, over 2474326.38 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05356, over 18195.30 utterances.], batch size: 105, lr: 4.21e-04
2022-08-25 04:46:48,227 INFO [train.py:927] (4/8) Epoch 8, batch 23450, giga_loss[loss=0.2633, simple_loss=0.3395, pruned_loss=0.09355, over 12371.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04087, over 113.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3026, pruned_loss=0.07217, over 2474034.71 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05901, over 17290.90 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3065, pruned_loss=0.07822, over 2468495.52 frames. utt_duration=1145 frames, utt_pad_proportion=0.09542, over 8634.50 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.302, pruned_loss=0.07096, over 2474586.34 frames. utt_duration=544.3 frames, utt_pad_proportion=0.0551, over 18237.39 utterances.], batch size: 113, lr: 4.21e-04
2022-08-25 04:48:37,061 INFO [train.py:927] (4/8) Epoch 8, batch 23500, giga_loss[loss=0.2732, simple_loss=0.346, pruned_loss=0.1002, over 12434.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03621, over 123.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3101, pruned_loss=0.07739, over 2474178.28 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06623, over 18602.07 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3066, pruned_loss=0.07831, over 2468573.15 frames. utt_duration=1140 frames, utt_pad_proportion=0.09792, over 8676.84 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3095, pruned_loss=0.07631, over 2474657.57 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06191, over 19494.26 utterances.], batch size: 123, lr: 4.21e-04
2022-08-25 04:50:22,419 INFO [train.py:927] (4/8) Epoch 8, batch 23550, libri_loss[loss=0.2428, simple_loss=0.3358, pruned_loss=0.07488, over 12321.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01748, over 41.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3166, pruned_loss=0.08182, over 2474528.45 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06496, over 18322.71 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3071, pruned_loss=0.07842, over 2468692.63 frames. utt_duration=1138 frames, utt_pad_proportion=0.09752, over 8687.67 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3157, pruned_loss=0.08089, over 2474875.55 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06145, over 19154.28 utterances.], batch size: 41, lr: 4.21e-04
2022-08-25 04:52:07,992 INFO [train.py:927] (4/8) Epoch 8, batch 23600, giga_loss[loss=0.3888, simple_loss=0.4146, pruned_loss=0.1814, over 12381.00 frames. utt_duration=191.2 frames, utt_pad_proportion=0.1146, over 261.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3222, pruned_loss=0.08663, over 2474443.56 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06626, over 19165.13 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3077, pruned_loss=0.07853, over 2468579.43 frames. utt_duration=1140 frames, utt_pad_proportion=0.09647, over 8669.49 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3212, pruned_loss=0.08588, over 2474919.82 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06383, over 19986.50 utterances.], batch size: 261, lr: 4.21e-04
2022-08-25 04:53:54,970 INFO [train.py:927] (4/8) Epoch 8, batch 23650, giga_loss[loss=0.3006, simple_loss=0.3706, pruned_loss=0.1153, over 12387.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03276, over 104.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3282, pruned_loss=0.09231, over 2474543.22 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06745, over 20629.11 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3074, pruned_loss=0.07832, over 2468211.03 frames. utt_duration=1146 frames, utt_pad_proportion=0.09509, over 8629.43 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3281, pruned_loss=0.09211, over 2475369.77 frames. utt_duration=461.5 frames, utt_pad_proportion=0.06592, over 21524.07 utterances.], batch size: 104, lr: 4.21e-04
2022-08-25 04:55:44,833 INFO [train.py:927] (4/8) Epoch 8, batch 23700, giga_loss[loss=0.2563, simple_loss=0.3321, pruned_loss=0.09025, over 12366.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02744, over 66.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3316, pruned_loss=0.09554, over 2475181.60 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07015, over 21428.11 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3073, pruned_loss=0.07835, over 2468452.91 frames. utt_duration=1141 frames, utt_pad_proportion=0.09693, over 8668.08 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.332, pruned_loss=0.0957, over 2475755.43 frames. utt_duration=443.9 frames, utt_pad_proportion=0.06795, over 22381.84 utterances.], batch size: 66, lr: 4.21e-04
2022-08-25 04:57:29,343 INFO [train.py:927] (4/8) Epoch 8, batch 23750, giga_loss[loss=0.2668, simple_loss=0.3365, pruned_loss=0.09853, over 12429.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03773, over 133.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3309, pruned_loss=0.09546, over 2475987.08 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0733, over 21316.85 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3077, pruned_loss=0.07868, over 2468531.50 frames. utt_duration=1133 frames, utt_pad_proportion=0.09934, over 8730.15 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3312, pruned_loss=0.09551, over 2476461.47 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07029, over 22192.25 utterances.], batch size: 133, lr: 4.21e-04
2022-08-25 04:59:12,527 INFO [train.py:927] (4/8) Epoch 8, batch 23800, giga_loss[loss=0.2638, simple_loss=0.3372, pruned_loss=0.09519, over 12345.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03317, over 58.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.333, pruned_loss=0.09676, over 2475890.28 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07845, over 21965.28 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3081, pruned_loss=0.07882, over 2468812.23 frames. utt_duration=1122 frames, utt_pad_proportion=0.1016, over 8816.26 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3333, pruned_loss=0.09699, over 2476148.51 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07498, over 22815.98 utterances.], batch size: 58, lr: 4.21e-04
2022-08-25 05:01:01,045 INFO [train.py:927] (4/8) Epoch 8, batch 23850, giga_loss[loss=0.2126, simple_loss=0.3074, pruned_loss=0.05888, over 12138.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.0431, over 33.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3329, pruned_loss=0.09631, over 2474817.00 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08144, over 22828.44 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3078, pruned_loss=0.07863, over 2468615.00 frames. utt_duration=1127 frames, utt_pad_proportion=0.09979, over 8770.39 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.334, pruned_loss=0.09704, over 2475337.35 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07914, over 23855.26 utterances.], batch size: 33, lr: 4.21e-04
2022-08-25 05:02:49,413 INFO [train.py:927] (4/8) Epoch 8, batch 23900, giga_loss[loss=0.2452, simple_loss=0.3228, pruned_loss=0.08375, over 12367.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0534, over 161.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3317, pruned_loss=0.09409, over 2474386.05 frames. utt_duration=429.7 frames, utt_pad_proportion=0.08097, over 23114.73 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3081, pruned_loss=0.07877, over 2468755.28 frames. utt_duration=1119 frames, utt_pad_proportion=0.1029, over 8837.73 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3324, pruned_loss=0.09469, over 2474727.19 frames. utt_duration=414.1 frames, utt_pad_proportion=0.07798, over 23986.58 utterances.], batch size: 161, lr: 4.21e-04
2022-08-25 05:04:34,744 INFO [train.py:927] (4/8) Epoch 8, batch 23950, giga_loss[loss=0.2884, simple_loss=0.3516, pruned_loss=0.1126, over 12428.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04173, over 146.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3279, pruned_loss=0.09093, over 2474574.97 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08107, over 22887.16 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.308, pruned_loss=0.07839, over 2468546.73 frames. utt_duration=1129 frames, utt_pad_proportion=0.1004, over 8759.66 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3293, pruned_loss=0.09217, over 2475212.06 frames. utt_duration=412.4 frames, utt_pad_proportion=0.07931, over 24092.05 utterances.], batch size: 146, lr: 4.20e-04
2022-08-25 05:06:22,907 INFO [train.py:927] (4/8) Epoch 8, batch 24000, giga_loss[loss=0.2607, simple_loss=0.3246, pruned_loss=0.09834, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07241, over 212.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.327, pruned_loss=0.08984, over 2474971.45 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07447, over 21838.03 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3079, pruned_loss=0.07816, over 2468557.94 frames. utt_duration=1134 frames, utt_pad_proportion=0.09894, over 8722.72 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3286, pruned_loss=0.09122, over 2475586.53 frames. utt_duration=430.9 frames, utt_pad_proportion=0.0737, over 23061.16 utterances.], batch size: 212, lr: 4.20e-04
2022-08-25 05:06:22,908 INFO [train.py:958] (4/8) Computing validation loss
2022-08-25 05:06:38,044 INFO [train.py:967] (4/8) Epoch 8, validation: loss=0.1814, simple_loss=0.2921, pruned_loss=0.03534, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 05:08:29,707 INFO [train.py:927] (4/8) Epoch 8, batch 24050, giga_loss[loss=0.2266, simple_loss=0.3205, pruned_loss=0.06636, over 12415.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03271, over 122.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3261, pruned_loss=0.0882, over 2475504.27 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07341, over 21943.60 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3079, pruned_loss=0.07837, over 2468952.08 frames. utt_duration=1128 frames, utt_pad_proportion=0.101, over 8770.49 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3277, pruned_loss=0.08937, over 2475797.99 frames. utt_duration=429 frames, utt_pad_proportion=0.07187, over 23161.38 utterances.], batch size: 122, lr: 4.20e-04
2022-08-25 05:10:14,772 INFO [train.py:927] (4/8) Epoch 8, batch 24100, giga_loss[loss=0.2378, simple_loss=0.32, pruned_loss=0.07779, over 12391.00 frames. utt_duration=662.4 frames, utt_pad_proportion=0.03577, over 75.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3254, pruned_loss=0.08621, over 2475497.01 frames. utt_duration=470.5 frames, utt_pad_proportion=0.06968, over 21108.90 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3076, pruned_loss=0.07822, over 2468964.36 frames. utt_duration=1135 frames, utt_pad_proportion=0.09834, over 8716.35 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3276, pruned_loss=0.08755, over 2475921.21 frames. utt_duration=440.5 frames, utt_pad_proportion=0.06926, over 22554.92 utterances.], batch size: 75, lr: 4.20e-04
2022-08-25 05:12:01,504 INFO [train.py:927] (4/8) Epoch 8, batch 24150, libri_loss[loss=0.2528, simple_loss=0.3287, pruned_loss=0.08844, over 12315.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006587, over 36.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3243, pruned_loss=0.08547, over 2475519.42 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06928, over 20543.20 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3076, pruned_loss=0.07815, over 2468945.75 frames. utt_duration=1138 frames, utt_pad_proportion=0.09681, over 8690.22 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3264, pruned_loss=0.08673, over 2475978.24 frames. utt_duration=453 frames, utt_pad_proportion=0.06933, over 21931.53 utterances.], batch size: 36, lr: 4.20e-04
2022-08-25 05:13:49,860 INFO [train.py:927] (4/8) Epoch 8, batch 24200, giga_loss[loss=0.2708, simple_loss=0.3323, pruned_loss=0.1047, over 12344.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2001, over 367.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3221, pruned_loss=0.08477, over 2475547.07 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06672, over 19919.29 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3076, pruned_loss=0.07801, over 2469073.31 frames. utt_duration=1140 frames, utt_pad_proportion=0.09608, over 8676.37 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3238, pruned_loss=0.08594, over 2475846.89 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06706, over 21123.86 utterances.], batch size: 367, lr: 4.20e-04
2022-08-25 05:15:37,718 INFO [train.py:927] (4/8) Epoch 8, batch 24250, giga_loss[loss=0.2117, simple_loss=0.3071, pruned_loss=0.05816, over 12391.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02553, over 66.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3207, pruned_loss=0.08268, over 2476068.13 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06243, over 18905.49 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3073, pruned_loss=0.0778, over 2469130.47 frames. utt_duration=1146 frames, utt_pad_proportion=0.09433, over 8630.94 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3226, pruned_loss=0.08393, over 2476393.73 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06338, over 20131.50 utterances.], batch size: 66, lr: 4.20e-04
2022-08-25 05:17:22,968 INFO [train.py:927] (4/8) Epoch 8, batch 24300, giga_loss[loss=0.3525, simple_loss=0.3851, pruned_loss=0.16, over 12375.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3211, pruned_loss=0.08273, over 2475517.51 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06201, over 19151.88 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3074, pruned_loss=0.07786, over 2469237.90 frames. utt_duration=1148 frames, utt_pad_proportion=0.09323, over 8611.58 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3227, pruned_loss=0.08372, over 2475756.48 frames. utt_duration=490 frames, utt_pad_proportion=0.06304, over 20268.55 utterances.], batch size: 257, lr: 4.20e-04
2022-08-25 05:19:09,014 INFO [train.py:927] (4/8) Epoch 8, batch 24350, giga_loss[loss=0.2568, simple_loss=0.3313, pruned_loss=0.09119, over 12393.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04079, over 133.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3195, pruned_loss=0.08295, over 2475063.85 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06413, over 19311.01 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3073, pruned_loss=0.07771, over 2468713.10 frames. utt_duration=1154 frames, utt_pad_proportion=0.09192, over 8571.68 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3211, pruned_loss=0.08394, over 2475823.80 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06517, over 20425.56 utterances.], batch size: 133, lr: 4.20e-04
2022-08-25 05:20:57,563 INFO [train.py:927] (4/8) Epoch 8, batch 24400, libri_loss[loss=0.207, simple_loss=0.2869, pruned_loss=0.06352, over 12338.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.004453, over 33.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3185, pruned_loss=0.08328, over 2474922.60 frames. utt_duration=517 frames, utt_pad_proportion=0.06518, over 19200.29 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3071, pruned_loss=0.0777, over 2468696.11 frames. utt_duration=1158 frames, utt_pad_proportion=0.0907, over 8539.46 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3201, pruned_loss=0.0842, over 2475663.80 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06629, over 20324.41 utterances.], batch size: 33, lr: 4.20e-04
2022-08-25 05:22:44,795 INFO [train.py:927] (4/8) Epoch 8, batch 24450, giga_loss[loss=0.2171, simple_loss=0.3016, pruned_loss=0.06633, over 12387.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03913, over 113.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3156, pruned_loss=0.08248, over 2475583.67 frames. utt_duration=511.5 frames, utt_pad_proportion=0.07082, over 19412.73 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3066, pruned_loss=0.07743, over 2469136.72 frames. utt_duration=1158 frames, utt_pad_proportion=0.08925, over 8538.92 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3176, pruned_loss=0.08362, over 2475985.31 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07171, over 20656.58 utterances.], batch size: 113, lr: 4.20e-04
2022-08-25 05:24:32,090 INFO [train.py:927] (4/8) Epoch 8, batch 24500, giga_loss[loss=0.2504, simple_loss=0.3152, pruned_loss=0.09281, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03263, over 97.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3156, pruned_loss=0.08242, over 2475016.03 frames. utt_duration=511.9 frames, utt_pad_proportion=0.07104, over 19395.72 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3064, pruned_loss=0.07736, over 2469085.89 frames. utt_duration=1155 frames, utt_pad_proportion=0.09065, over 8560.60 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3177, pruned_loss=0.08354, over 2475541.42 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07104, over 20669.49 utterances.], batch size: 97, lr: 4.20e-04
2022-08-25 05:26:16,639 INFO [train.py:927] (4/8) Epoch 8, batch 24550, giga_loss[loss=0.2085, simple_loss=0.297, pruned_loss=0.06, over 12250.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03493, over 28.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3163, pruned_loss=0.08196, over 2474492.81 frames. utt_duration=507.1 frames, utt_pad_proportion=0.07316, over 19575.67 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3065, pruned_loss=0.07731, over 2469005.34 frames. utt_duration=1157 frames, utt_pad_proportion=0.08987, over 8550.35 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3179, pruned_loss=0.08294, over 2475068.01 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07321, over 20733.84 utterances.], batch size: 28, lr: 4.20e-04
2022-08-25 05:28:02,159 INFO [train.py:927] (4/8) Epoch 8, batch 24600, giga_loss[loss=0.2918, simple_loss=0.3512, pruned_loss=0.1162, over 12393.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07348, over 212.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3161, pruned_loss=0.08153, over 2474042.37 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06828, over 18964.72 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3064, pruned_loss=0.07728, over 2468910.60 frames. utt_duration=1158 frames, utt_pad_proportion=0.08878, over 8542.26 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3177, pruned_loss=0.08246, over 2474735.44 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06878, over 20181.16 utterances.], batch size: 212, lr: 4.20e-04
2022-08-25 05:29:48,165 INFO [train.py:927] (4/8) Epoch 8, batch 24650, giga_loss[loss=0.28, simple_loss=0.3404, pruned_loss=0.1099, over 12332.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03147, over 51.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.319, pruned_loss=0.0841, over 2474475.79 frames. utt_duration=509.9 frames, utt_pad_proportion=0.07088, over 19465.47 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3073, pruned_loss=0.07731, over 2469045.25 frames. utt_duration=1158 frames, utt_pad_proportion=0.0876, over 8540.79 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3198, pruned_loss=0.08492, over 2475043.57 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07136, over 20663.89 utterances.], batch size: 51, lr: 4.20e-04
2022-08-25 05:31:34,171 INFO [train.py:927] (4/8) Epoch 8, batch 24700, giga_loss[loss=0.219, simple_loss=0.299, pruned_loss=0.06955, over 12325.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03141, over 48.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3209, pruned_loss=0.08662, over 2474493.87 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07841, over 20409.83 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3076, pruned_loss=0.07748, over 2469337.68 frames. utt_duration=1144 frames, utt_pad_proportion=0.09101, over 8647.25 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3215, pruned_loss=0.0873, over 2474830.44 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07685, over 21564.91 utterances.], batch size: 48, lr: 4.20e-04
2022-08-25 05:33:18,162 INFO [train.py:927] (4/8) Epoch 8, batch 24750, giga_loss[loss=0.2041, simple_loss=0.2885, pruned_loss=0.05989, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03195, over 75.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.319, pruned_loss=0.0852, over 2473990.43 frames. utt_duration=485.6 frames, utt_pad_proportion=0.08017, over 20442.06 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3071, pruned_loss=0.07716, over 2469008.33 frames. utt_duration=1147 frames, utt_pad_proportion=0.08989, over 8617.93 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3205, pruned_loss=0.08638, over 2474759.79 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07914, over 21845.47 utterances.], batch size: 75, lr: 4.20e-04
2022-08-25 05:35:00,902 INFO [train.py:927] (4/8) Epoch 8, batch 24800, giga_loss[loss=0.3065, simple_loss=0.3504, pruned_loss=0.1313, over 12385.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3189, pruned_loss=0.08442, over 2474156.40 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07695, over 20574.11 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3069, pruned_loss=0.07703, over 2469264.53 frames. utt_duration=1152 frames, utt_pad_proportion=0.08858, over 8581.79 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3205, pruned_loss=0.08562, over 2474615.26 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07674, over 21940.09 utterances.], batch size: 183, lr: 4.20e-04
2022-08-25 05:36:49,147 INFO [train.py:927] (4/8) Epoch 8, batch 24850, libri_loss[loss=0.2062, simple_loss=0.2857, pruned_loss=0.06333, over 12223.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006074, over 31.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3162, pruned_loss=0.08323, over 2473618.47 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07364, over 19838.76 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.306, pruned_loss=0.07647, over 2468609.08 frames. utt_duration=1160 frames, utt_pad_proportion=0.08626, over 8522.26 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3189, pruned_loss=0.08508, over 2474843.37 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07438, over 21613.15 utterances.], batch size: 31, lr: 4.20e-04
2022-08-25 05:38:33,575 INFO [train.py:927] (4/8) Epoch 8, batch 24900, giga_loss[loss=0.2692, simple_loss=0.3401, pruned_loss=0.0991, over 12357.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02915, over 91.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3167, pruned_loss=0.08393, over 2473825.53 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07412, over 19932.83 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3055, pruned_loss=0.0763, over 2468702.34 frames. utt_duration=1165 frames, utt_pad_proportion=0.08516, over 8489.08 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3195, pruned_loss=0.08566, over 2474819.41 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07496, over 21568.08 utterances.], batch size: 91, lr: 4.20e-04
2022-08-25 05:40:22,505 INFO [train.py:927] (4/8) Epoch 8, batch 24950, giga_loss[loss=0.2223, simple_loss=0.3139, pruned_loss=0.06534, over 12354.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03229, over 97.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3198, pruned_loss=0.08306, over 2473867.36 frames. utt_duration=499.4 frames, utt_pad_proportion=0.0685, over 19874.29 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3055, pruned_loss=0.07629, over 2468937.99 frames. utt_duration=1168 frames, utt_pad_proportion=0.0842, over 8465.86 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3221, pruned_loss=0.08453, over 2474520.74 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06981, over 21327.23 utterances.], batch size: 97, lr: 4.19e-04
2022-08-25 05:42:06,987 INFO [train.py:927] (4/8) Epoch 8, batch 25000, giga_loss[loss=0.2119, simple_loss=0.3095, pruned_loss=0.05715, over 12478.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.0289, over 55.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3207, pruned_loss=0.08361, over 2473923.25 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06782, over 19588.76 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.305, pruned_loss=0.07596, over 2468677.85 frames. utt_duration=1177 frames, utt_pad_proportion=0.0825, over 8398.73 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3234, pruned_loss=0.08526, over 2474789.97 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06943, over 21111.84 utterances.], batch size: 55, lr: 4.19e-04
2022-08-25 05:43:49,978 INFO [train.py:927] (4/8) Epoch 8, batch 25050, giga_loss[loss=0.237, simple_loss=0.3097, pruned_loss=0.08213, over 12375.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03095, over 51.00 utterances.], tot_loss[loss=0.244, simple_loss=0.32, pruned_loss=0.08401, over 2473424.82 frames. utt_duration=507.2 frames, utt_pad_proportion=0.07285, over 19564.01 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3044, pruned_loss=0.07568, over 2468557.04 frames. utt_duration=1182 frames, utt_pad_proportion=0.081, over 8363.64 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3235, pruned_loss=0.08595, over 2474479.91 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07421, over 21311.23 utterances.], batch size: 51, lr: 4.19e-04
2022-08-25 05:45:35,847 INFO [train.py:927] (4/8) Epoch 8, batch 25100, giga_loss[loss=0.2132, simple_loss=0.2887, pruned_loss=0.06887, over 12461.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04642, over 34.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3192, pruned_loss=0.08431, over 2473460.09 frames. utt_duration=496.1 frames, utt_pad_proportion=0.08001, over 20002.79 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3043, pruned_loss=0.07545, over 2468788.12 frames. utt_duration=1186 frames, utt_pad_proportion=0.07921, over 8337.51 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3226, pruned_loss=0.08642, over 2474277.62 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0812, over 21865.75 utterances.], batch size: 34, lr: 4.19e-04
2022-08-25 05:47:20,866 INFO [train.py:927] (4/8) Epoch 8, batch 25150, giga_loss[loss=0.2146, simple_loss=0.3014, pruned_loss=0.06386, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02742, over 48.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3183, pruned_loss=0.0844, over 2473550.04 frames. utt_duration=511.7 frames, utt_pad_proportion=0.07834, over 19389.93 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3046, pruned_loss=0.07566, over 2468856.20 frames. utt_duration=1178 frames, utt_pad_proportion=0.08185, over 8394.05 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3214, pruned_loss=0.08627, over 2474355.68 frames. utt_duration=467 frames, utt_pad_proportion=0.07851, over 21259.98 utterances.], batch size: 48, lr: 4.19e-04
2022-08-25 05:49:06,538 INFO [train.py:927] (4/8) Epoch 8, batch 25200, giga_loss[loss=0.2158, simple_loss=0.2938, pruned_loss=0.06895, over 12320.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03511, over 51.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3186, pruned_loss=0.08493, over 2474345.27 frames. utt_duration=509.5 frames, utt_pad_proportion=0.07595, over 19480.21 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3049, pruned_loss=0.07607, over 2468742.66 frames. utt_duration=1180 frames, utt_pad_proportion=0.08089, over 8382.18 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.321, pruned_loss=0.08615, over 2475159.84 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07657, over 21118.99 utterances.], batch size: 51, lr: 4.19e-04
2022-08-25 05:50:49,710 INFO [train.py:927] (4/8) Epoch 8, batch 25250, libri_loss[loss=0.3516, simple_loss=0.4078, pruned_loss=0.1477, over 12449.00 frames. utt_duration=413 frames, utt_pad_proportion=0.3382, over 121.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3185, pruned_loss=0.08501, over 2474269.22 frames. utt_duration=513.6 frames, utt_pad_proportion=0.07422, over 19326.75 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3054, pruned_loss=0.0763, over 2468721.42 frames. utt_duration=1169 frames, utt_pad_proportion=0.08424, over 8456.54 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.32, pruned_loss=0.08586, over 2475010.14 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07337, over 20704.06 utterances.], batch size: 121, lr: 4.19e-04
2022-08-25 05:52:34,764 INFO [train.py:927] (4/8) Epoch 8, batch 25300, giga_loss[loss=0.2907, simple_loss=0.3533, pruned_loss=0.1141, over 12437.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04094, over 146.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3203, pruned_loss=0.0852, over 2474485.30 frames. utt_duration=509.9 frames, utt_pad_proportion=0.07306, over 19466.45 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3057, pruned_loss=0.07602, over 2468853.09 frames. utt_duration=1173 frames, utt_pad_proportion=0.08312, over 8427.61 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3215, pruned_loss=0.08629, over 2475035.26 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07281, over 20790.06 utterances.], batch size: 146, lr: 4.19e-04
2022-08-25 05:54:20,767 INFO [train.py:927] (4/8) Epoch 8, batch 25350, giga_loss[loss=0.2832, simple_loss=0.3434, pruned_loss=0.1115, over 12391.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07806, over 213.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3187, pruned_loss=0.08452, over 2474019.09 frames. utt_duration=522.8 frames, utt_pad_proportion=0.07363, over 18981.05 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3054, pruned_loss=0.07576, over 2468828.13 frames. utt_duration=1179 frames, utt_pad_proportion=0.08122, over 8387.32 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3206, pruned_loss=0.08604, over 2474761.48 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07393, over 20546.15 utterances.], batch size: 213, lr: 4.19e-04
2022-08-25 05:56:05,013 INFO [train.py:927] (4/8) Epoch 8, batch 25400, giga_loss[loss=0.244, simple_loss=0.3366, pruned_loss=0.07565, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03974, over 30.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3207, pruned_loss=0.08352, over 2473455.12 frames. utt_duration=510.5 frames, utt_pad_proportion=0.07731, over 19436.77 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3053, pruned_loss=0.07582, over 2468557.00 frames. utt_duration=1182 frames, utt_pad_proportion=0.08008, over 8364.65 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3226, pruned_loss=0.08483, over 2474401.92 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07774, over 20914.16 utterances.], batch size: 30, lr: 4.19e-04
2022-08-25 05:57:49,819 INFO [train.py:927] (4/8) Epoch 8, batch 25450, libri_loss[loss=0.2384, simple_loss=0.3191, pruned_loss=0.07884, over 12328.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01755, over 41.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3228, pruned_loss=0.08498, over 2473647.36 frames. utt_duration=496 frames, utt_pad_proportion=0.08019, over 20006.86 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3052, pruned_loss=0.07602, over 2468462.81 frames. utt_duration=1186 frames, utt_pad_proportion=0.07828, over 8338.54 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3248, pruned_loss=0.08612, over 2474657.91 frames. utt_duration=460.2 frames, utt_pad_proportion=0.08099, over 21579.79 utterances.], batch size: 41, lr: 4.19e-04
2022-08-25 05:59:40,361 INFO [train.py:927] (4/8) Epoch 8, batch 25500, giga_loss[loss=0.2969, simple_loss=0.3477, pruned_loss=0.123, over 12331.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2024, over 370.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3243, pruned_loss=0.08647, over 2473800.41 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07715, over 20085.05 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3048, pruned_loss=0.07568, over 2468413.58 frames. utt_duration=1189 frames, utt_pad_proportion=0.07683, over 8311.50 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3269, pruned_loss=0.08799, over 2474809.68 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07847, over 21691.40 utterances.], batch size: 370, lr: 4.19e-04
2022-08-25 06:01:23,324 INFO [train.py:927] (4/8) Epoch 8, batch 25550, giga_loss[loss=0.2253, simple_loss=0.3272, pruned_loss=0.06165, over 12368.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02847, over 70.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3232, pruned_loss=0.08524, over 2474072.17 frames. utt_duration=516.9 frames, utt_pad_proportion=0.07072, over 19200.85 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3044, pruned_loss=0.07542, over 2468098.24 frames. utt_duration=1196 frames, utt_pad_proportion=0.07514, over 8264.66 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3261, pruned_loss=0.08695, over 2475361.61 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07285, over 20840.31 utterances.], batch size: 70, lr: 4.19e-04
2022-08-25 06:03:08,851 INFO [train.py:927] (4/8) Epoch 8, batch 25600, giga_loss[loss=0.2578, simple_loss=0.3385, pruned_loss=0.08855, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03183, over 97.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3242, pruned_loss=0.08477, over 2474068.10 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07245, over 20112.34 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3044, pruned_loss=0.07543, over 2467879.75 frames. utt_duration=1197 frames, utt_pad_proportion=0.07488, over 8255.34 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3266, pruned_loss=0.08615, over 2475315.46 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07406, over 21459.71 utterances.], batch size: 97, lr: 4.19e-04
2022-08-25 06:04:56,049 INFO [train.py:927] (4/8) Epoch 8, batch 25650, giga_loss[loss=0.2321, simple_loss=0.3128, pruned_loss=0.07567, over 12340.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03339, over 58.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3242, pruned_loss=0.08495, over 2474036.69 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07598, over 20500.66 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3048, pruned_loss=0.07568, over 2468005.02 frames. utt_duration=1197 frames, utt_pad_proportion=0.07407, over 8259.24 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3261, pruned_loss=0.08599, over 2475024.93 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07732, over 21789.60 utterances.], batch size: 58, lr: 4.19e-04
2022-08-25 06:06:42,707 INFO [train.py:927] (4/8) Epoch 8, batch 25700, libri_loss[loss=0.2447, simple_loss=0.366, pruned_loss=0.06172, over 12307.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006813, over 36.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3227, pruned_loss=0.08395, over 2474420.23 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07887, over 20215.97 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.306, pruned_loss=0.07561, over 2467975.64 frames. utt_duration=1199 frames, utt_pad_proportion=0.07305, over 8241.16 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3234, pruned_loss=0.08501, over 2475356.39 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08021, over 21493.23 utterances.], batch size: 36, lr: 4.19e-04
2022-08-25 06:08:27,417 INFO [train.py:927] (4/8) Epoch 8, batch 25750, giga_loss[loss=0.2064, simple_loss=0.2986, pruned_loss=0.05712, over 12447.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03165, over 75.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3201, pruned_loss=0.08313, over 2474271.17 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07739, over 19868.63 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3057, pruned_loss=0.0753, over 2468023.84 frames. utt_duration=1210 frames, utt_pad_proportion=0.07069, over 8167.95 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3216, pruned_loss=0.08462, over 2475241.35 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07956, over 21489.53 utterances.], batch size: 75, lr: 4.19e-04
2022-08-25 06:10:08,412 INFO [train.py:927] (4/8) Epoch 8, batch 25800, giga_loss[loss=0.2896, simple_loss=0.3414, pruned_loss=0.1189, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04384, over 146.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3212, pruned_loss=0.08539, over 2474480.83 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07759, over 20446.33 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3058, pruned_loss=0.07543, over 2468056.58 frames. utt_duration=1211 frames, utt_pad_proportion=0.0699, over 8163.99 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3226, pruned_loss=0.08664, over 2475353.70 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07957, over 22004.93 utterances.], batch size: 146, lr: 4.19e-04
2022-08-25 06:11:47,629 INFO [train.py:927] (4/8) Epoch 8, batch 25850, giga_loss[loss=0.2086, simple_loss=0.2855, pruned_loss=0.06579, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02738, over 45.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3181, pruned_loss=0.08286, over 2474081.03 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07675, over 20697.33 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3053, pruned_loss=0.07524, over 2467839.18 frames. utt_duration=1216 frames, utt_pad_proportion=0.06846, over 8125.80 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.32, pruned_loss=0.08428, over 2475158.81 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07895, over 22339.89 utterances.], batch size: 45, lr: 4.19e-04
2022-08-25 06:13:35,108 INFO [train.py:927] (4/8) Epoch 8, batch 25900, giga_loss[loss=0.2408, simple_loss=0.3151, pruned_loss=0.08329, over 12344.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03335, over 97.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3166, pruned_loss=0.08176, over 2474459.33 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07345, over 20420.95 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3052, pruned_loss=0.07507, over 2468069.91 frames. utt_duration=1220 frames, utt_pad_proportion=0.06668, over 8101.78 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3187, pruned_loss=0.0833, over 2475328.37 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07613, over 22177.76 utterances.], batch size: 97, lr: 4.19e-04
2022-08-25 06:15:19,846 INFO [train.py:927] (4/8) Epoch 8, batch 25950, giga_loss[loss=0.2373, simple_loss=0.3225, pruned_loss=0.076, over 12365.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02889, over 66.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3144, pruned_loss=0.08139, over 2474495.70 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07045, over 20029.73 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.305, pruned_loss=0.07503, over 2468096.15 frames. utt_duration=1224 frames, utt_pad_proportion=0.0659, over 8076.93 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3165, pruned_loss=0.08276, over 2475290.07 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07313, over 21654.86 utterances.], batch size: 66, lr: 4.18e-04
2022-08-25 06:17:04,454 INFO [train.py:927] (4/8) Epoch 8, batch 26000, giga_loss[loss=0.2244, simple_loss=0.3101, pruned_loss=0.06931, over 12377.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03032, over 97.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3172, pruned_loss=0.08273, over 2474262.20 frames. utt_duration=476.6 frames, utt_pad_proportion=0.06847, over 20829.48 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.305, pruned_loss=0.07503, over 2468096.15 frames. utt_duration=1224 frames, utt_pad_proportion=0.0659, over 8076.93 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3188, pruned_loss=0.08381, over 2474880.47 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07063, over 22094.33 utterances.], batch size: 97, lr: 4.18e-04
2022-08-25 06:18:50,112 INFO [train.py:927] (4/8) Epoch 8, batch 26050, giga_loss[loss=0.23, simple_loss=0.3013, pruned_loss=0.0793, over 12327.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03456, over 51.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3185, pruned_loss=0.08473, over 2473949.69 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07906, over 22307.42 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3052, pruned_loss=0.07521, over 2468066.78 frames. utt_duration=1213 frames, utt_pad_proportion=0.06991, over 8150.76 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3196, pruned_loss=0.08548, over 2474529.24 frames. utt_duration=425 frames, utt_pad_proportion=0.07905, over 23367.41 utterances.], batch size: 51, lr: 4.18e-04
2022-08-25 06:20:37,072 INFO [train.py:927] (4/8) Epoch 8, batch 26100, libri_loss[loss=0.2234, simple_loss=0.3064, pruned_loss=0.07022, over 12458.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009176, over 39.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3188, pruned_loss=0.0842, over 2474216.02 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07254, over 21217.08 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3052, pruned_loss=0.07515, over 2468374.22 frames. utt_duration=1215 frames, utt_pad_proportion=0.06911, over 8134.59 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3199, pruned_loss=0.08498, over 2474475.07 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07309, over 22253.22 utterances.], batch size: 39, lr: 4.18e-04
2022-08-25 06:22:21,691 INFO [train.py:927] (4/8) Epoch 8, batch 26150, giga_loss[loss=0.2475, simple_loss=0.3237, pruned_loss=0.08571, over 12376.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04031, over 113.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3196, pruned_loss=0.08467, over 2474459.03 frames. utt_duration=484.1 frames, utt_pad_proportion=0.06878, over 20506.52 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3048, pruned_loss=0.07501, over 2468485.96 frames. utt_duration=1219 frames, utt_pad_proportion=0.06803, over 8113.37 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3212, pruned_loss=0.08562, over 2474701.62 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06978, over 21638.13 utterances.], batch size: 113, lr: 4.18e-04
2022-08-25 06:24:10,530 INFO [train.py:927] (4/8) Epoch 8, batch 26200, libri_loss[loss=0.2558, simple_loss=0.3233, pruned_loss=0.09411, over 12412.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.0219, over 43.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3209, pruned_loss=0.08549, over 2474546.40 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06742, over 20819.76 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3043, pruned_loss=0.07481, over 2468126.91 frames. utt_duration=1222 frames, utt_pad_proportion=0.06648, over 8086.25 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3231, pruned_loss=0.08681, over 2475256.92 frames. utt_duration=447.1 frames, utt_pad_proportion=0.06882, over 22218.18 utterances.], batch size: 43, lr: 4.18e-04
2022-08-25 06:25:54,284 INFO [train.py:927] (4/8) Epoch 8, batch 26250, giga_loss[loss=0.3141, simple_loss=0.3735, pruned_loss=0.1273, over 12415.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06238, over 183.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3205, pruned_loss=0.08422, over 2474495.29 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07011, over 21158.27 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3044, pruned_loss=0.07474, over 2468136.88 frames. utt_duration=1216 frames, utt_pad_proportion=0.06913, over 8128.34 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3226, pruned_loss=0.08554, over 2475184.89 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07026, over 22517.21 utterances.], batch size: 183, lr: 4.18e-04
2022-08-25 06:27:36,504 INFO [train.py:927] (4/8) Epoch 8, batch 26300, giga_loss[loss=0.2595, simple_loss=0.3406, pruned_loss=0.08923, over 12452.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.0434, over 134.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3196, pruned_loss=0.08398, over 2474062.70 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07088, over 20772.08 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3043, pruned_loss=0.07466, over 2468066.33 frames. utt_duration=1218 frames, utt_pad_proportion=0.0675, over 8112.50 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3221, pruned_loss=0.08556, over 2474975.92 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07147, over 22463.91 utterances.], batch size: 134, lr: 4.18e-04
2022-08-25 06:29:19,289 INFO [train.py:927] (4/8) Epoch 8, batch 26350, giga_loss[loss=0.2536, simple_loss=0.3318, pruned_loss=0.08764, over 12371.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03964, over 145.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3185, pruned_loss=0.08405, over 2474199.23 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07442, over 21470.62 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3045, pruned_loss=0.07483, over 2468099.19 frames. utt_duration=1222 frames, utt_pad_proportion=0.06587, over 8090.40 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3208, pruned_loss=0.08542, over 2475068.13 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07517, over 23192.14 utterances.], batch size: 145, lr: 4.18e-04
2022-08-25 06:30:58,750 INFO [train.py:927] (4/8) Epoch 8, batch 26400, giga_loss[loss=0.2592, simple_loss=0.34, pruned_loss=0.0892, over 12379.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03508, over 122.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3196, pruned_loss=0.08564, over 2474040.44 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07566, over 21905.40 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3051, pruned_loss=0.07529, over 2468144.60 frames. utt_duration=1210 frames, utt_pad_proportion=0.06951, over 8170.25 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.321, pruned_loss=0.08644, over 2474773.06 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07516, over 23392.34 utterances.], batch size: 122, lr: 4.18e-04
2022-08-25 06:32:41,785 INFO [train.py:927] (4/8) Epoch 8, batch 26450, giga_loss[loss=0.2388, simple_loss=0.3077, pruned_loss=0.08501, over 12410.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04848, over 34.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3204, pruned_loss=0.08684, over 2474729.99 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07752, over 22094.11 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3051, pruned_loss=0.07525, over 2468111.40 frames. utt_duration=1208 frames, utt_pad_proportion=0.06949, over 8185.57 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3217, pruned_loss=0.08765, over 2475427.09 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07706, over 23444.26 utterances.], batch size: 34, lr: 4.18e-04
2022-08-25 06:34:22,681 INFO [train.py:927] (4/8) Epoch 8, batch 26500, giga_loss[loss=0.2408, simple_loss=0.3175, pruned_loss=0.08209, over 12362.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02856, over 91.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3218, pruned_loss=0.08792, over 2474352.43 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08113, over 21862.52 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.306, pruned_loss=0.07609, over 2468316.27 frames. utt_duration=1164 frames, utt_pad_proportion=0.08546, over 8495.69 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3224, pruned_loss=0.08805, over 2474860.27 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07544, over 22964.39 utterances.], batch size: 91, lr: 4.18e-04
2022-08-25 06:34:35,850 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-25 06:37:07,841 INFO [train.py:927] (4/8) Epoch 9, batch 50, giga_loss[loss=0.2224, simple_loss=0.3041, pruned_loss=0.07029, over 12390.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05853, over 182.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3192, pruned_loss=0.07254, over 548280.69 frames. utt_duration=607 frames, utt_pad_proportion=0.04761, over 3622.15 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.297, pruned_loss=0.06436, over 73152.53 frames. utt_duration=1414 frames, utt_pad_proportion=0.01094, over 207.18 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3221, pruned_loss=0.07361, over 489626.41 frames. utt_duration=566.5 frames, utt_pad_proportion=0.04941, over 3466.51 utterances.], batch size: 182, lr: 4.08e-04
2022-08-25 06:38:56,160 INFO [train.py:927] (4/8) Epoch 9, batch 100, giga_loss[loss=0.168, simple_loss=0.2472, pruned_loss=0.04439, over 12207.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03263, over 39.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2978, pruned_loss=0.06461, over 974409.36 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06354, over 7078.18 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2995, pruned_loss=0.06451, over 85073.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.03838, over 270.14 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2978, pruned_loss=0.06467, over 921061.95 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06403, over 6920.46 utterances.], batch size: 39, lr: 4.08e-04
2022-08-25 06:40:40,047 INFO [train.py:927] (4/8) Epoch 9, batch 150, giga_loss[loss=0.1783, simple_loss=0.2529, pruned_loss=0.05187, over 12169.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03171, over 36.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2829, pruned_loss=0.05774, over 1306431.20 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06052, over 9662.45 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2944, pruned_loss=0.05935, over 155677.88 frames. utt_duration=1362 frames, utt_pad_proportion=0.02488, over 457.67 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2823, pruned_loss=0.05785, over 1228168.67 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06187, over 9601.85 utterances.], batch size: 36, lr: 4.08e-04
2022-08-25 06:42:23,541 INFO [train.py:927] (4/8) Epoch 9, batch 200, giga_loss[loss=0.174, simple_loss=0.2564, pruned_loss=0.04582, over 12452.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03455, over 98.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2717, pruned_loss=0.05335, over 1565308.63 frames. utt_duration=532.4 frames, utt_pad_proportion=0.05934, over 11792.48 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.291, pruned_loss=0.05794, over 190232.77 frames. utt_duration=1379 frames, utt_pad_proportion=0.02161, over 552.34 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2708, pruned_loss=0.05329, over 1489739.56 frames. utt_duration=506.6 frames, utt_pad_proportion=0.0606, over 11797.27 utterances.], batch size: 98, lr: 4.08e-04
2022-08-25 06:44:05,242 INFO [train.py:927] (4/8) Epoch 9, batch 250, giga_loss[loss=0.1457, simple_loss=0.2279, pruned_loss=0.03172, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03612, over 40.00 utterances.], tot_loss[loss=0.1857, simple_loss=0.2678, pruned_loss=0.05175, over 1767066.56 frames. utt_duration=559.2 frames, utt_pad_proportion=0.05391, over 12673.75 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2941, pruned_loss=0.06022, over 268686.36 frames. utt_duration=1354 frames, utt_pad_proportion=0.01972, over 794.50 utterances.], giga_tot_loss[loss=0.1838, simple_loss=0.2655, pruned_loss=0.05105, over 1681145.86 frames. utt_duration=526 frames, utt_pad_proportion=0.05563, over 12821.44 utterances.], batch size: 40, lr: 4.08e-04
2022-08-25 06:45:46,217 INFO [train.py:927] (4/8) Epoch 9, batch 300, giga_loss[loss=0.1588, simple_loss=0.2428, pruned_loss=0.03736, over 12402.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04355, over 146.00 utterances.], tot_loss[loss=0.1821, simple_loss=0.2643, pruned_loss=0.04994, over 1923737.51 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06066, over 13998.20 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2959, pruned_loss=0.06074, over 344710.34 frames. utt_duration=1219 frames, utt_pad_proportion=0.0562, over 1132.49 utterances.], giga_tot_loss[loss=0.1793, simple_loss=0.2609, pruned_loss=0.04884, over 1834823.25 frames. utt_duration=518 frames, utt_pad_proportion=0.06014, over 14210.08 utterances.], batch size: 146, lr: 4.08e-04
2022-08-25 06:47:29,677 INFO [train.py:927] (4/8) Epoch 9, batch 350, giga_loss[loss=0.1571, simple_loss=0.2416, pruned_loss=0.0363, over 12411.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03927, over 133.00 utterances.], tot_loss[loss=0.1792, simple_loss=0.2608, pruned_loss=0.0488, over 2045844.08 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06065, over 14710.34 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2914, pruned_loss=0.05887, over 407721.65 frames. utt_duration=1259 frames, utt_pad_proportion=0.05003, over 1297.41 utterances.], giga_tot_loss[loss=0.1768, simple_loss=0.2578, pruned_loss=0.04791, over 1961509.46 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06077, over 15076.33 utterances.], batch size: 133, lr: 4.08e-04
2022-08-25 06:49:15,036 INFO [train.py:927] (4/8) Epoch 9, batch 400, giga_loss[loss=0.1527, simple_loss=0.232, pruned_loss=0.03671, over 12344.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05536, over 34.00 utterances.], tot_loss[loss=0.1766, simple_loss=0.2579, pruned_loss=0.04768, over 2140266.21 frames. utt_duration=584.8 frames, utt_pad_proportion=0.05764, over 14677.05 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2903, pruned_loss=0.05869, over 478589.91 frames. utt_duration=1293 frames, utt_pad_proportion=0.04345, over 1481.98 utterances.], giga_tot_loss[loss=0.1739, simple_loss=0.2546, pruned_loss=0.04662, over 2060724.68 frames. utt_duration=543 frames, utt_pad_proportion=0.05852, over 15221.25 utterances.], batch size: 34, lr: 4.08e-04
2022-08-25 06:50:58,070 INFO [train.py:927] (4/8) Epoch 9, batch 450, giga_loss[loss=0.1917, simple_loss=0.2653, pruned_loss=0.05899, over 12392.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06364, over 183.00 utterances.], tot_loss[loss=0.1743, simple_loss=0.2552, pruned_loss=0.04671, over 2214215.77 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06397, over 15935.92 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2908, pruned_loss=0.0583, over 546963.72 frames. utt_duration=1308 frames, utt_pad_proportion=0.03981, over 1675.16 utterances.], giga_tot_loss[loss=0.1712, simple_loss=0.2513, pruned_loss=0.04554, over 2141174.40 frames. utt_duration=516.2 frames, utt_pad_proportion=0.065, over 16640.52 utterances.], batch size: 183, lr: 4.08e-04
2022-08-25 06:52:42,986 INFO [train.py:927] (4/8) Epoch 9, batch 500, libri_loss[loss=0.1988, simple_loss=0.2871, pruned_loss=0.05525, over 12453.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005902, over 35.00 utterances.], tot_loss[loss=0.18, simple_loss=0.2612, pruned_loss=0.0494, over 2271686.90 frames. utt_duration=530.8 frames, utt_pad_proportion=0.07205, over 17167.03 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2919, pruned_loss=0.05904, over 584981.50 frames. utt_duration=1263 frames, utt_pad_proportion=0.05751, over 1854.56 utterances.], giga_tot_loss[loss=0.1768, simple_loss=0.2573, pruned_loss=0.04817, over 2209786.54 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07116, over 17835.98 utterances.], batch size: 35, lr: 4.08e-04
2022-08-25 06:54:25,318 INFO [train.py:927] (4/8) Epoch 9, batch 550, giga_loss[loss=0.2495, simple_loss=0.33, pruned_loss=0.08443, over 12416.00 frames. utt_duration=236.8 frames, utt_pad_proportion=0.06766, over 211.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2744, pruned_loss=0.05523, over 2316332.42 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06534, over 16876.27 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2937, pruned_loss=0.05978, over 640644.34 frames. utt_duration=1256 frames, utt_pad_proportion=0.05598, over 2042.27 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.2705, pruned_loss=0.05403, over 2262159.81 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06519, over 17651.68 utterances.], batch size: 211, lr: 4.07e-04
2022-08-25 06:56:10,754 INFO [train.py:927] (4/8) Epoch 9, batch 600, giga_loss[loss=0.1998, simple_loss=0.2962, pruned_loss=0.05169, over 12403.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02876, over 58.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2812, pruned_loss=0.05774, over 2351392.99 frames. utt_duration=537.7 frames, utt_pad_proportion=0.07088, over 17540.63 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2936, pruned_loss=0.05969, over 667943.97 frames. utt_duration=1258 frames, utt_pad_proportion=0.05411, over 2127.18 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2781, pruned_loss=0.05683, over 2306792.41 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07084, over 18280.35 utterances.], batch size: 58, lr: 4.07e-04
2022-08-25 06:57:55,338 INFO [train.py:927] (4/8) Epoch 9, batch 650, giga_loss[loss=0.2346, simple_loss=0.3115, pruned_loss=0.07889, over 12391.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06949, over 211.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2849, pruned_loss=0.05867, over 2379230.38 frames. utt_duration=513.8 frames, utt_pad_proportion=0.07387, over 18575.78 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2938, pruned_loss=0.0596, over 695136.55 frames. utt_duration=1251 frames, utt_pad_proportion=0.05306, over 2225.78 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2824, pruned_loss=0.05798, over 2342336.85 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07395, over 19283.62 utterances.], batch size: 211, lr: 4.07e-04
2022-08-25 06:59:40,656 INFO [train.py:927] (4/8) Epoch 9, batch 700, giga_loss[loss=0.2258, simple_loss=0.3107, pruned_loss=0.07044, over 12410.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04311, over 146.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2894, pruned_loss=0.06121, over 2400028.99 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07492, over 19363.83 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2934, pruned_loss=0.05885, over 747500.56 frames. utt_duration=1270 frames, utt_pad_proportion=0.04918, over 2356.33 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2874, pruned_loss=0.06089, over 2368474.65 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07547, over 20241.28 utterances.], batch size: 146, lr: 4.07e-04
2022-08-25 07:01:22,766 INFO [train.py:927] (4/8) Epoch 9, batch 750, libri_loss[loss=0.1899, simple_loss=0.272, pruned_loss=0.05391, over 12225.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006476, over 31.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2935, pruned_loss=0.06301, over 2416081.46 frames. utt_duration=522.4 frames, utt_pad_proportion=0.07115, over 18552.43 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2927, pruned_loss=0.05887, over 823227.80 frames. utt_duration=1274 frames, utt_pad_proportion=0.04758, over 2587.07 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2921, pruned_loss=0.06293, over 2388128.75 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07242, over 19728.55 utterances.], batch size: 31, lr: 4.07e-04
2022-08-25 07:03:05,546 INFO [train.py:927] (4/8) Epoch 9, batch 800, giga_loss[loss=0.2141, simple_loss=0.3001, pruned_loss=0.06408, over 12371.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03097, over 62.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2956, pruned_loss=0.06315, over 2428682.43 frames. utt_duration=535.6 frames, utt_pad_proportion=0.07355, over 18187.10 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2931, pruned_loss=0.05906, over 863943.71 frames. utt_duration=1246 frames, utt_pad_proportion=0.05929, over 2777.42 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2945, pruned_loss=0.06311, over 2405365.47 frames. utt_duration=499.7 frames, utt_pad_proportion=0.0732, over 19312.78 utterances.], batch size: 62, lr: 4.07e-04
2022-08-25 07:04:49,558 INFO [train.py:927] (4/8) Epoch 9, batch 850, giga_loss[loss=0.2182, simple_loss=0.3068, pruned_loss=0.06482, over 12438.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03576, over 105.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2968, pruned_loss=0.06267, over 2437230.88 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06953, over 17388.21 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2931, pruned_loss=0.05919, over 895668.55 frames. utt_duration=1257 frames, utt_pad_proportion=0.05683, over 2854.29 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2959, pruned_loss=0.06267, over 2418189.08 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06989, over 18479.94 utterances.], batch size: 105, lr: 4.07e-04
2022-08-25 07:06:35,218 INFO [train.py:927] (4/8) Epoch 9, batch 900, giga_loss[loss=0.2917, simple_loss=0.3392, pruned_loss=0.1221, over 12348.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1933, over 364.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2979, pruned_loss=0.0628, over 2444640.95 frames. utt_duration=577.4 frames, utt_pad_proportion=0.07273, over 16980.67 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2936, pruned_loss=0.05949, over 934658.03 frames. utt_duration=1221 frames, utt_pad_proportion=0.06623, over 3065.02 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2972, pruned_loss=0.06278, over 2428762.86 frames. utt_duration=541.9 frames, utt_pad_proportion=0.0715, over 17977.43 utterances.], batch size: 364, lr: 4.07e-04
2022-08-25 07:08:21,574 INFO [train.py:927] (4/8) Epoch 9, batch 950, giga_loss[loss=0.2534, simple_loss=0.3213, pruned_loss=0.09274, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02968, over 48.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.302, pruned_loss=0.06644, over 2451639.12 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06881, over 17181.02 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.294, pruned_loss=0.05968, over 942459.74 frames. utt_duration=1222 frames, utt_pad_proportion=0.06554, over 3089.69 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3013, pruned_loss=0.0664, over 2439014.07 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06814, over 18001.19 utterances.], batch size: 48, lr: 4.07e-04
2022-08-25 07:10:13,792 INFO [train.py:927] (4/8) Epoch 9, batch 1000, giga_loss[loss=0.2292, simple_loss=0.3092, pruned_loss=0.07463, over 12403.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05079, over 161.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3022, pruned_loss=0.06746, over 2456131.99 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06653, over 17443.51 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2933, pruned_loss=0.05915, over 987556.59 frames. utt_duration=1219 frames, utt_pad_proportion=0.06487, over 3245.01 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3021, pruned_loss=0.06783, over 2445720.26 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06625, over 18340.35 utterances.], batch size: 161, lr: 4.07e-04
2022-08-25 07:11:55,994 INFO [train.py:927] (4/8) Epoch 9, batch 1050, giga_loss[loss=0.2024, simple_loss=0.2872, pruned_loss=0.05876, over 12350.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3015, pruned_loss=0.06814, over 2459522.31 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06905, over 17758.77 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2927, pruned_loss=0.05903, over 1016989.44 frames. utt_duration=1225 frames, utt_pad_proportion=0.06314, over 3323.58 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3018, pruned_loss=0.06866, over 2451041.54 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06908, over 18675.63 utterances.], batch size: 91, lr: 4.07e-04
2022-08-25 07:13:39,493 INFO [train.py:927] (4/8) Epoch 9, batch 1100, giga_loss[loss=0.181, simple_loss=0.2611, pruned_loss=0.05043, over 12336.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03062, over 48.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3003, pruned_loss=0.06725, over 2462385.05 frames. utt_duration=578 frames, utt_pad_proportion=0.06302, over 17085.44 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2927, pruned_loss=0.05894, over 1052372.14 frames. utt_duration=1238 frames, utt_pad_proportion=0.06046, over 3404.70 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3008, pruned_loss=0.06788, over 2455889.36 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06381, over 18051.54 utterances.], batch size: 48, lr: 4.07e-04
2022-08-25 07:15:23,883 INFO [train.py:927] (4/8) Epoch 9, batch 1150, giga_loss[loss=0.1994, simple_loss=0.2807, pruned_loss=0.05901, over 12356.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.02877, over 58.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2959, pruned_loss=0.06522, over 2465361.30 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06468, over 18184.36 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2929, pruned_loss=0.05869, over 1073460.59 frames. utt_duration=1245 frames, utt_pad_proportion=0.05918, over 3453.39 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2963, pruned_loss=0.06591, over 2460202.31 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06543, over 19086.02 utterances.], batch size: 58, lr: 4.07e-04
2022-08-25 07:17:08,428 INFO [train.py:927] (4/8) Epoch 9, batch 1200, giga_loss[loss=0.2306, simple_loss=0.3026, pruned_loss=0.07932, over 12366.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06038, over 182.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2922, pruned_loss=0.0643, over 2467292.16 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06897, over 19147.44 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.292, pruned_loss=0.05847, over 1114592.95 frames. utt_duration=1248 frames, utt_pad_proportion=0.05814, over 3575.24 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2929, pruned_loss=0.06511, over 2463259.86 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06966, over 20182.08 utterances.], batch size: 182, lr: 4.07e-04
2022-08-25 07:18:52,695 INFO [train.py:927] (4/8) Epoch 9, batch 1250, giga_loss[loss=0.2205, simple_loss=0.3039, pruned_loss=0.0686, over 12345.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2917, pruned_loss=0.06416, over 2468532.25 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06809, over 19166.68 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2917, pruned_loss=0.05833, over 1134883.33 frames. utt_duration=1255 frames, utt_pad_proportion=0.05677, over 3622.32 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2924, pruned_loss=0.06495, over 2465279.66 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06897, over 20161.14 utterances.], batch size: 85, lr: 4.07e-04
2022-08-25 07:20:38,189 INFO [train.py:927] (4/8) Epoch 9, batch 1300, libri_loss[loss=0.2142, simple_loss=0.3115, pruned_loss=0.05845, over 12316.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01854, over 41.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2896, pruned_loss=0.06338, over 2469763.84 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06522, over 18188.99 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2918, pruned_loss=0.05821, over 1154651.54 frames. utt_duration=1258 frames, utt_pad_proportion=0.05543, over 3675.75 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2901, pruned_loss=0.06413, over 2467341.31 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06637, over 19132.47 utterances.], batch size: 41, lr: 4.07e-04
2022-08-25 07:22:21,425 INFO [train.py:927] (4/8) Epoch 9, batch 1350, giga_loss[loss=0.1784, simple_loss=0.26, pruned_loss=0.04843, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03706, over 31.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2854, pruned_loss=0.06142, over 2470384.84 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06023, over 17219.44 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2923, pruned_loss=0.05838, over 1167685.74 frames. utt_duration=1251 frames, utt_pad_proportion=0.05627, over 3736.76 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2856, pruned_loss=0.06198, over 2468563.14 frames. utt_duration=549 frames, utt_pad_proportion=0.0613, over 18033.57 utterances.], batch size: 31, lr: 4.07e-04
2022-08-25 07:24:04,030 INFO [train.py:927] (4/8) Epoch 9, batch 1400, giga_loss[loss=0.1666, simple_loss=0.2425, pruned_loss=0.0454, over 12425.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.046, over 34.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2819, pruned_loss=0.05997, over 2470583.43 frames. utt_duration=589.7 frames, utt_pad_proportion=0.05907, over 16801.57 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2928, pruned_loss=0.05853, over 1180681.90 frames. utt_duration=1252 frames, utt_pad_proportion=0.05537, over 3776.29 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2817, pruned_loss=0.06037, over 2469151.86 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06015, over 17519.61 utterances.], batch size: 34, lr: 4.07e-04
2022-08-25 07:25:47,423 INFO [train.py:927] (4/8) Epoch 9, batch 1450, giga_loss[loss=0.1903, simple_loss=0.2679, pruned_loss=0.05638, over 12402.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04469, over 34.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2803, pruned_loss=0.05947, over 2471294.41 frames. utt_duration=610.1 frames, utt_pad_proportion=0.05742, over 16242.51 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2935, pruned_loss=0.05878, over 1225366.52 frames. utt_duration=1258 frames, utt_pad_proportion=0.05267, over 3901.06 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2795, pruned_loss=0.05971, over 2469960.07 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05894, over 17104.34 utterances.], batch size: 34, lr: 4.07e-04
2022-08-25 07:27:31,276 INFO [train.py:927] (4/8) Epoch 9, batch 1500, libri_loss[loss=0.2298, simple_loss=0.3179, pruned_loss=0.07087, over 12367.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01541, over 41.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2787, pruned_loss=0.05844, over 2471495.02 frames. utt_duration=616.7 frames, utt_pad_proportion=0.05649, over 16069.97 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2934, pruned_loss=0.05867, over 1268077.26 frames. utt_duration=1238 frames, utt_pad_proportion=0.05883, over 4102.22 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2776, pruned_loss=0.05868, over 2470653.91 frames. utt_duration=583.9 frames, utt_pad_proportion=0.05631, over 16968.83 utterances.], batch size: 41, lr: 4.07e-04
2022-08-25 07:29:15,778 INFO [train.py:927] (4/8) Epoch 9, batch 1550, giga_loss[loss=0.2348, simple_loss=0.3167, pruned_loss=0.07643, over 12359.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03171, over 97.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2816, pruned_loss=0.06034, over 2472444.89 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05846, over 16455.37 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2934, pruned_loss=0.05871, over 1291911.42 frames. utt_duration=1241 frames, utt_pad_proportion=0.05771, over 4167.53 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2806, pruned_loss=0.06051, over 2471816.31 frames. utt_duration=572 frames, utt_pad_proportion=0.05848, over 17329.90 utterances.], batch size: 97, lr: 4.07e-04
2022-08-25 07:30:59,975 INFO [train.py:927] (4/8) Epoch 9, batch 1600, libri_loss[loss=0.1759, simple_loss=0.2598, pruned_loss=0.04598, over 12447.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006222, over 32.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2869, pruned_loss=0.06321, over 2472442.21 frames. utt_duration=590.4 frames, utt_pad_proportion=0.05868, over 16794.76 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2933, pruned_loss=0.05902, over 1343733.37 frames. utt_duration=1253 frames, utt_pad_proportion=0.05413, over 4294.39 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2857, pruned_loss=0.06332, over 2472139.89 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05953, over 17906.05 utterances.], batch size: 32, lr: 4.06e-04
2022-08-25 07:32:44,846 INFO [train.py:927] (4/8) Epoch 9, batch 1650, giga_loss[loss=0.2248, simple_loss=0.3067, pruned_loss=0.0714, over 12279.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02683, over 54.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2922, pruned_loss=0.06608, over 2471643.95 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06535, over 17460.70 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.293, pruned_loss=0.05886, over 1376841.90 frames. utt_duration=1259 frames, utt_pad_proportion=0.05194, over 4379.48 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2913, pruned_loss=0.06642, over 2471708.80 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06623, over 18627.95 utterances.], batch size: 54, lr: 4.06e-04
2022-08-25 07:34:30,093 INFO [train.py:927] (4/8) Epoch 9, batch 1700, giga_loss[loss=0.2031, simple_loss=0.3, pruned_loss=0.05314, over 12378.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.02987, over 62.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2975, pruned_loss=0.06784, over 2472341.34 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06654, over 18046.41 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2927, pruned_loss=0.05887, over 1398667.91 frames. utt_duration=1267 frames, utt_pad_proportion=0.05068, over 4419.63 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2969, pruned_loss=0.06826, over 2472316.71 frames. utt_duration=517 frames, utt_pad_proportion=0.06751, over 19182.13 utterances.], batch size: 62, lr: 4.06e-04
2022-08-25 07:36:11,199 INFO [train.py:927] (4/8) Epoch 9, batch 1750, giga_loss[loss=0.2071, simple_loss=0.2891, pruned_loss=0.06256, over 12191.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.0376, over 33.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2997, pruned_loss=0.06759, over 2473100.62 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06152, over 17790.89 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2922, pruned_loss=0.05876, over 1435592.40 frames. utt_duration=1269 frames, utt_pad_proportion=0.04976, over 4529.73 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.2997, pruned_loss=0.06828, over 2473178.50 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06295, over 19019.39 utterances.], batch size: 33, lr: 4.06e-04
2022-08-25 07:37:56,090 INFO [train.py:927] (4/8) Epoch 9, batch 1800, giga_loss[loss=0.1904, simple_loss=0.2728, pruned_loss=0.05397, over 12420.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02716, over 62.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2975, pruned_loss=0.06532, over 2473525.85 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05767, over 17331.26 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2924, pruned_loss=0.05891, over 1461276.07 frames. utt_duration=1265 frames, utt_pad_proportion=0.04946, over 4626.76 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2975, pruned_loss=0.06594, over 2473579.40 frames. utt_duration=536 frames, utt_pad_proportion=0.05923, over 18510.57 utterances.], batch size: 62, lr: 4.06e-04
2022-08-25 07:39:40,686 INFO [train.py:927] (4/8) Epoch 9, batch 1850, giga_loss[loss=0.2291, simple_loss=0.3163, pruned_loss=0.07094, over 12384.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03761, over 113.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2979, pruned_loss=0.06505, over 2473057.75 frames. utt_duration=570.1 frames, utt_pad_proportion=0.0576, over 17397.16 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2916, pruned_loss=0.05836, over 1500392.64 frames. utt_duration=1273 frames, utt_pad_proportion=0.04749, over 4719.85 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2985, pruned_loss=0.06607, over 2473686.87 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05936, over 18715.90 utterances.], batch size: 113, lr: 4.06e-04
2022-08-25 07:41:24,912 INFO [train.py:927] (4/8) Epoch 9, batch 1900, giga_loss[loss=0.2663, simple_loss=0.3453, pruned_loss=0.09367, over 12384.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02721, over 91.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3003, pruned_loss=0.0669, over 2472492.95 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05875, over 17633.78 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2909, pruned_loss=0.05794, over 1519584.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.04653, over 4761.06 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3013, pruned_loss=0.06808, over 2473085.63 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06032, over 18872.90 utterances.], batch size: 91, lr: 4.06e-04
2022-08-25 07:43:09,436 INFO [train.py:927] (4/8) Epoch 9, batch 1950, libri_loss[loss=0.215, simple_loss=0.3008, pruned_loss=0.06461, over 12457.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.033, over 46.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.301, pruned_loss=0.06743, over 2472890.50 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05783, over 17432.38 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2903, pruned_loss=0.05773, over 1552539.64 frames. utt_duration=1279 frames, utt_pad_proportion=0.04544, over 4861.29 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3025, pruned_loss=0.0688, over 2473239.26 frames. utt_duration=529 frames, utt_pad_proportion=0.05961, over 18752.72 utterances.], batch size: 46, lr: 4.06e-04
2022-08-25 07:44:51,976 INFO [train.py:927] (4/8) Epoch 9, batch 2000, giga_loss[loss=0.2261, simple_loss=0.307, pruned_loss=0.07262, over 12426.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04182, over 146.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3025, pruned_loss=0.06871, over 2473790.23 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06265, over 17579.15 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2917, pruned_loss=0.05846, over 1597760.72 frames. utt_duration=1232 frames, utt_pad_proportion=0.05805, over 5192.61 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3034, pruned_loss=0.06989, over 2473879.59 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06076, over 18914.95 utterances.], batch size: 146, lr: 4.06e-04
2022-08-25 07:46:37,125 INFO [train.py:927] (4/8) Epoch 9, batch 2050, giga_loss[loss=0.2808, simple_loss=0.3387, pruned_loss=0.1114, over 12369.00 frames. utt_duration=194 frames, utt_pad_proportion=0.102, over 257.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3047, pruned_loss=0.06927, over 2473541.71 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05989, over 17183.19 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2918, pruned_loss=0.0585, over 1615199.52 frames. utt_duration=1234 frames, utt_pad_proportion=0.05673, over 5242.36 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3056, pruned_loss=0.07037, over 2473566.91 frames. utt_duration=538.6 frames, utt_pad_proportion=0.0589, over 18422.72 utterances.], batch size: 257, lr: 4.06e-04
2022-08-25 07:48:19,568 INFO [train.py:927] (4/8) Epoch 9, batch 2100, giga_loss[loss=0.2425, simple_loss=0.3182, pruned_loss=0.08335, over 12374.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03081, over 97.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3053, pruned_loss=0.06967, over 2473392.73 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05973, over 17070.73 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2923, pruned_loss=0.05881, over 1661359.73 frames. utt_duration=1239 frames, utt_pad_proportion=0.05435, over 5368.97 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3064, pruned_loss=0.07093, over 2473326.87 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05961, over 18556.04 utterances.], batch size: 97, lr: 4.06e-04
2022-08-25 07:50:01,573 INFO [train.py:927] (4/8) Epoch 9, batch 2150, giga_loss[loss=0.2458, simple_loss=0.3213, pruned_loss=0.08511, over 12362.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06106, over 182.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3043, pruned_loss=0.06954, over 2473354.66 frames. utt_duration=584 frames, utt_pad_proportion=0.06208, over 16985.64 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2929, pruned_loss=0.05909, over 1681407.91 frames. utt_duration=1238 frames, utt_pad_proportion=0.05329, over 5438.88 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3051, pruned_loss=0.07061, over 2473350.85 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06216, over 18365.77 utterances.], batch size: 182, lr: 4.06e-04
2022-08-25 07:51:43,828 INFO [train.py:927] (4/8) Epoch 9, batch 2200, giga_loss[loss=0.2333, simple_loss=0.3128, pruned_loss=0.07697, over 12195.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03184, over 42.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3048, pruned_loss=0.07041, over 2473522.30 frames. utt_duration=593.3 frames, utt_pad_proportion=0.06021, over 16718.87 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.293, pruned_loss=0.0591, over 1697070.18 frames. utt_duration=1241 frames, utt_pad_proportion=0.05206, over 5474.85 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3055, pruned_loss=0.07143, over 2473558.60 frames. utt_duration=551.7 frames, utt_pad_proportion=0.0608, over 17982.31 utterances.], batch size: 42, lr: 4.06e-04
2022-08-25 07:53:25,930 INFO [train.py:927] (4/8) Epoch 9, batch 2250, giga_loss[loss=0.2291, simple_loss=0.3156, pruned_loss=0.07133, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0265, over 42.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3058, pruned_loss=0.07073, over 2472809.26 frames. utt_duration=589.3 frames, utt_pad_proportion=0.06291, over 16826.82 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2936, pruned_loss=0.05922, over 1712204.59 frames. utt_duration=1238 frames, utt_pad_proportion=0.05211, over 5540.60 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3063, pruned_loss=0.07167, over 2473081.52 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06325, over 17961.58 utterances.], batch size: 42, lr: 4.06e-04
2022-08-25 07:55:09,765 INFO [train.py:927] (4/8) Epoch 9, batch 2300, giga_loss[loss=0.2218, simple_loss=0.2904, pruned_loss=0.07666, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03947, over 40.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3067, pruned_loss=0.07182, over 2472278.57 frames. utt_duration=609.9 frames, utt_pad_proportion=0.05967, over 16255.33 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.293, pruned_loss=0.05905, over 1734474.44 frames. utt_duration=1247 frames, utt_pad_proportion=0.0505, over 5572.05 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3077, pruned_loss=0.073, over 2472740.37 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06071, over 17432.36 utterances.], batch size: 40, lr: 4.06e-04
2022-08-25 07:56:54,030 INFO [train.py:927] (4/8) Epoch 9, batch 2350, giga_loss[loss=0.2134, simple_loss=0.2915, pruned_loss=0.06763, over 12418.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04635, over 31.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3041, pruned_loss=0.07034, over 2472179.30 frames. utt_duration=633.6 frames, utt_pad_proportion=0.05892, over 15645.25 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2933, pruned_loss=0.05913, over 1752519.95 frames. utt_duration=1253 frames, utt_pad_proportion=0.04924, over 5602.49 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3051, pruned_loss=0.0715, over 2472745.98 frames. utt_duration=590.7 frames, utt_pad_proportion=0.06029, over 16787.16 utterances.], batch size: 31, lr: 4.06e-04
2022-08-25 07:58:36,470 INFO [train.py:927] (4/8) Epoch 9, batch 2400, giga_loss[loss=0.1794, simple_loss=0.2676, pruned_loss=0.0456, over 12392.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03013, over 62.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3009, pruned_loss=0.06877, over 2471677.26 frames. utt_duration=621 frames, utt_pad_proportion=0.06145, over 15958.95 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2929, pruned_loss=0.05901, over 1763235.14 frames. utt_duration=1255 frames, utt_pad_proportion=0.04869, over 5625.42 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.302, pruned_loss=0.06989, over 2472135.98 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06259, over 16968.43 utterances.], batch size: 62, lr: 4.06e-04
2022-08-25 08:00:18,362 INFO [train.py:927] (4/8) Epoch 9, batch 2450, giga_loss[loss=0.2092, simple_loss=0.285, pruned_loss=0.06668, over 12179.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03049, over 39.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2987, pruned_loss=0.06783, over 2471320.74 frames. utt_duration=629.4 frames, utt_pad_proportion=0.05973, over 15744.13 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2931, pruned_loss=0.05921, over 1773522.06 frames. utt_duration=1258 frames, utt_pad_proportion=0.04798, over 5643.91 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2996, pruned_loss=0.06872, over 2471946.31 frames. utt_duration=594.9 frames, utt_pad_proportion=0.06102, over 16661.80 utterances.], batch size: 39, lr: 4.06e-04
2022-08-25 08:02:00,712 INFO [train.py:927] (4/8) Epoch 9, batch 2500, giga_loss[loss=0.1887, simple_loss=0.2672, pruned_loss=0.05504, over 12284.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02631, over 54.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2966, pruned_loss=0.0669, over 2472110.80 frames. utt_duration=630.2 frames, utt_pad_proportion=0.0568, over 15727.57 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2944, pruned_loss=0.05955, over 1780453.99 frames. utt_duration=1256 frames, utt_pad_proportion=0.04793, over 5678.36 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2965, pruned_loss=0.06746, over 2472627.53 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05803, over 16505.07 utterances.], batch size: 54, lr: 4.06e-04
2022-08-25 08:03:45,840 INFO [train.py:927] (4/8) Epoch 9, batch 2550, giga_loss[loss=0.2036, simple_loss=0.2873, pruned_loss=0.05991, over 12423.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03128, over 80.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2945, pruned_loss=0.06585, over 2472190.14 frames. utt_duration=616.4 frames, utt_pad_proportion=0.05852, over 16083.18 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2955, pruned_loss=0.05958, over 1797124.39 frames. utt_duration=1263 frames, utt_pad_proportion=0.04678, over 5699.21 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2938, pruned_loss=0.06644, over 2472987.98 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05982, over 16912.88 utterances.], batch size: 80, lr: 4.06e-04
2022-08-25 08:05:28,012 INFO [train.py:927] (4/8) Epoch 9, batch 2600, giga_loss[loss=0.2208, simple_loss=0.3054, pruned_loss=0.06807, over 12397.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0333, over 80.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2949, pruned_loss=0.06583, over 2472495.45 frames. utt_duration=593.7 frames, utt_pad_proportion=0.05795, over 16700.61 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2953, pruned_loss=0.05952, over 1810693.96 frames. utt_duration=1265 frames, utt_pad_proportion=0.0459, over 5731.04 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2944, pruned_loss=0.06643, over 2472974.21 frames. utt_duration=566.4 frames, utt_pad_proportion=0.05932, over 17511.38 utterances.], batch size: 80, lr: 4.06e-04
2022-08-25 08:07:09,194 INFO [train.py:927] (4/8) Epoch 9, batch 2650, libri_loss[loss=0.2325, simple_loss=0.3222, pruned_loss=0.07139, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008353, over 37.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2953, pruned_loss=0.06535, over 2473066.71 frames. utt_duration=570 frames, utt_pad_proportion=0.06091, over 17399.74 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2952, pruned_loss=0.0595, over 1827036.09 frames. utt_duration=1272 frames, utt_pad_proportion=0.04481, over 5752.60 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.295, pruned_loss=0.06599, over 2473501.94 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06228, over 18293.78 utterances.], batch size: 37, lr: 4.05e-04
2022-08-25 08:08:50,157 INFO [train.py:927] (4/8) Epoch 9, batch 2700, giga_loss[loss=0.1861, simple_loss=0.27, pruned_loss=0.05104, over 12338.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.04404, over 26.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.295, pruned_loss=0.06428, over 2473995.77 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06073, over 17367.31 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2965, pruned_loss=0.06033, over 1861690.93 frames. utt_duration=1244 frames, utt_pad_proportion=0.0535, over 5993.72 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2939, pruned_loss=0.06448, over 2474357.00 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05956, over 18443.75 utterances.], batch size: 26, lr: 4.05e-04
2022-08-25 08:10:32,142 INFO [train.py:927] (4/8) Epoch 9, batch 2750, libri_loss[loss=0.2172, simple_loss=0.3097, pruned_loss=0.06235, over 12410.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03588, over 46.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2943, pruned_loss=0.06386, over 2474442.30 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06132, over 17322.68 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2966, pruned_loss=0.06058, over 1882519.51 frames. utt_duration=1230 frames, utt_pad_proportion=0.05704, over 6127.48 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2931, pruned_loss=0.06393, over 2474997.65 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05927, over 18435.30 utterances.], batch size: 46, lr: 4.05e-04
2022-08-25 08:12:15,260 INFO [train.py:927] (4/8) Epoch 9, batch 2800, giga_loss[loss=0.2193, simple_loss=0.3026, pruned_loss=0.06795, over 12445.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03728, over 43.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2954, pruned_loss=0.06455, over 2474112.44 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06345, over 17478.57 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.297, pruned_loss=0.06094, over 1894355.51 frames. utt_duration=1231 frames, utt_pad_proportion=0.0564, over 6164.79 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2941, pruned_loss=0.0644, over 2474461.45 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06196, over 18536.74 utterances.], batch size: 43, lr: 4.05e-04
2022-08-25 08:13:57,862 INFO [train.py:927] (4/8) Epoch 9, batch 2850, giga_loss[loss=0.2148, simple_loss=0.3046, pruned_loss=0.06247, over 12388.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03392, over 80.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2971, pruned_loss=0.0652, over 2473103.54 frames. utt_duration=582.8 frames, utt_pad_proportion=0.0622, over 17018.65 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2976, pruned_loss=0.06137, over 1905812.29 frames. utt_duration=1231 frames, utt_pad_proportion=0.05572, over 6199.35 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2956, pruned_loss=0.06485, over 2473411.81 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06128, over 18020.06 utterances.], batch size: 80, lr: 4.05e-04
2022-08-25 08:15:40,597 INFO [train.py:927] (4/8) Epoch 9, batch 2900, giga_loss[loss=0.2427, simple_loss=0.3124, pruned_loss=0.08648, over 12451.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03814, over 40.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2983, pruned_loss=0.06523, over 2474016.06 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05864, over 16832.07 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.298, pruned_loss=0.0616, over 1917064.30 frames. utt_duration=1216 frames, utt_pad_proportion=0.06065, over 6315.87 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2969, pruned_loss=0.06487, over 2474293.84 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05669, over 17717.27 utterances.], batch size: 40, lr: 4.05e-04
2022-08-25 08:17:21,430 INFO [train.py:927] (4/8) Epoch 9, batch 2950, giga_loss[loss=0.1999, simple_loss=0.2744, pruned_loss=0.06265, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02969, over 45.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2973, pruned_loss=0.06459, over 2474056.42 frames. utt_duration=615.7 frames, utt_pad_proportion=0.05432, over 16113.06 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2974, pruned_loss=0.0614, over 1930603.09 frames. utt_duration=1224 frames, utt_pad_proportion=0.05931, over 6317.88 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2966, pruned_loss=0.06451, over 2474483.21 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05331, over 17041.20 utterances.], batch size: 45, lr: 4.05e-04
2022-08-25 08:19:07,818 INFO [train.py:927] (4/8) Epoch 9, batch 3000, giga_loss[loss=0.2304, simple_loss=0.3024, pruned_loss=0.07922, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03714, over 113.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2954, pruned_loss=0.06375, over 2473471.74 frames. utt_duration=611 frames, utt_pad_proportion=0.05064, over 16234.24 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2982, pruned_loss=0.06159, over 1936174.98 frames. utt_duration=1222 frames, utt_pad_proportion=0.05914, over 6346.66 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2942, pruned_loss=0.06357, over 2473662.13 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05003, over 17028.73 utterances.], batch size: 113, lr: 4.05e-04
2022-08-25 08:19:07,820 INFO [train.py:958] (4/8) Computing validation loss
2022-08-25 08:19:21,838 INFO [train.py:967] (4/8) Epoch 9, validation: loss=0.1887, simple_loss=0.3004, pruned_loss=0.03847, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 08:21:01,249 INFO [train.py:927] (4/8) Epoch 9, batch 3050, giga_loss[loss=0.211, simple_loss=0.3073, pruned_loss=0.05735, over 12372.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05264, over 161.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2949, pruned_loss=0.0633, over 2472778.72 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05446, over 16574.16 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2985, pruned_loss=0.06177, over 1952033.83 frames. utt_duration=1215 frames, utt_pad_proportion=0.06159, over 6434.32 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2936, pruned_loss=0.06307, over 2472971.72 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05289, over 17394.77 utterances.], batch size: 161, lr: 4.05e-04
2022-08-25 08:22:40,366 INFO [train.py:927] (4/8) Epoch 9, batch 3100, giga_loss[loss=0.2209, simple_loss=0.3083, pruned_loss=0.06681, over 12440.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.036, over 123.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2979, pruned_loss=0.0645, over 2473054.03 frames. utt_duration=573.8 frames, utt_pad_proportion=0.0547, over 17284.82 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2988, pruned_loss=0.06203, over 1964421.62 frames. utt_duration=1206 frames, utt_pad_proportion=0.06514, over 6524.06 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2966, pruned_loss=0.06417, over 2473621.52 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05231, over 18083.16 utterances.], batch size: 123, lr: 4.05e-04
2022-08-25 08:24:19,874 INFO [train.py:927] (4/8) Epoch 9, batch 3150, giga_loss[loss=0.1981, simple_loss=0.2866, pruned_loss=0.05486, over 12309.00 frames. utt_duration=795.7 frames, utt_pad_proportion=0.03663, over 62.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2963, pruned_loss=0.0648, over 2472667.45 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05897, over 17821.41 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2986, pruned_loss=0.06199, over 1974496.77 frames. utt_duration=1209 frames, utt_pad_proportion=0.06414, over 6538.43 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2953, pruned_loss=0.06462, over 2473139.80 frames. utt_duration=532.4 frames, utt_pad_proportion=0.05722, over 18633.52 utterances.], batch size: 62, lr: 4.05e-04
2022-08-25 08:25:58,737 INFO [train.py:927] (4/8) Epoch 9, batch 3200, giga_loss[loss=0.1883, simple_loss=0.265, pruned_loss=0.05578, over 12411.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04133, over 31.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.294, pruned_loss=0.06478, over 2472389.10 frames. utt_duration=558.9 frames, utt_pad_proportion=0.05863, over 17742.21 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2985, pruned_loss=0.06199, over 1981787.06 frames. utt_duration=1214 frames, utt_pad_proportion=0.06329, over 6536.39 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2933, pruned_loss=0.06467, over 2472894.04 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05749, over 18531.46 utterances.], batch size: 31, lr: 4.05e-04
2022-08-25 08:27:40,875 INFO [train.py:927] (4/8) Epoch 9, batch 3250, giga_loss[loss=0.1737, simple_loss=0.261, pruned_loss=0.04326, over 12433.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.0329, over 75.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.292, pruned_loss=0.06418, over 2472941.88 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05815, over 17626.48 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2981, pruned_loss=0.06185, over 1993975.26 frames. utt_duration=1222 frames, utt_pad_proportion=0.062, over 6534.08 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2916, pruned_loss=0.06426, over 2473286.65 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05768, over 18518.00 utterances.], batch size: 75, lr: 4.05e-04
2022-08-25 08:29:21,651 INFO [train.py:927] (4/8) Epoch 9, batch 3300, giga_loss[loss=0.2376, simple_loss=0.3244, pruned_loss=0.07538, over 12449.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03717, over 105.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2887, pruned_loss=0.06298, over 2473292.85 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05467, over 17206.65 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2979, pruned_loss=0.06181, over 2003238.36 frames. utt_duration=1229 frames, utt_pad_proportion=0.06102, over 6527.42 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2885, pruned_loss=0.06311, over 2473805.18 frames. utt_duration=547.8 frames, utt_pad_proportion=0.05471, over 18112.00 utterances.], batch size: 105, lr: 4.05e-04
2022-08-25 08:31:03,336 INFO [train.py:927] (4/8) Epoch 9, batch 3350, giga_loss[loss=0.1991, simple_loss=0.277, pruned_loss=0.06056, over 12141.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.041, over 33.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2884, pruned_loss=0.06254, over 2472682.79 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05626, over 17376.57 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2972, pruned_loss=0.06161, over 2014386.29 frames. utt_duration=1236 frames, utt_pad_proportion=0.0597, over 6528.14 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2885, pruned_loss=0.06283, over 2473542.36 frames. utt_duration=540.6 frames, utt_pad_proportion=0.05662, over 18353.89 utterances.], batch size: 33, lr: 4.05e-04
2022-08-25 08:32:44,577 INFO [train.py:927] (4/8) Epoch 9, batch 3400, giga_loss[loss=0.1849, simple_loss=0.2705, pruned_loss=0.04969, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03935, over 28.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2904, pruned_loss=0.06341, over 2472521.41 frames. utt_duration=586 frames, utt_pad_proportion=0.05376, over 16919.73 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2969, pruned_loss=0.06155, over 2021083.76 frames. utt_duration=1241 frames, utt_pad_proportion=0.05893, over 6524.24 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2905, pruned_loss=0.0637, over 2473321.72 frames. utt_duration=556 frames, utt_pad_proportion=0.05441, over 17841.65 utterances.], batch size: 28, lr: 4.05e-04
2022-08-25 08:34:26,166 INFO [train.py:927] (4/8) Epoch 9, batch 3450, giga_loss[loss=0.2161, simple_loss=0.3023, pruned_loss=0.06498, over 12352.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03237, over 97.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2929, pruned_loss=0.06407, over 2473440.85 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05481, over 17427.42 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2966, pruned_loss=0.06133, over 2034083.51 frames. utt_duration=1246 frames, utt_pad_proportion=0.05772, over 6539.19 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2932, pruned_loss=0.06452, over 2474430.51 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05562, over 18445.00 utterances.], batch size: 97, lr: 4.05e-04
2022-08-25 08:36:12,558 INFO [train.py:927] (4/8) Epoch 9, batch 3500, giga_loss[loss=0.226, simple_loss=0.3068, pruned_loss=0.07255, over 12466.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03467, over 86.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2968, pruned_loss=0.06665, over 2473241.50 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05358, over 16908.73 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2966, pruned_loss=0.06132, over 2053068.83 frames. utt_duration=1254 frames, utt_pad_proportion=0.05555, over 6556.87 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2969, pruned_loss=0.06714, over 2474397.83 frames. utt_duration=547.1 frames, utt_pad_proportion=0.05498, over 18139.27 utterances.], batch size: 86, lr: 4.05e-04
2022-08-25 08:37:54,398 INFO [train.py:927] (4/8) Epoch 9, batch 3550, giga_loss[loss=0.2558, simple_loss=0.3352, pruned_loss=0.08817, over 12388.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3054, pruned_loss=0.07242, over 2473373.44 frames. utt_duration=533 frames, utt_pad_proportion=0.06443, over 18613.62 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.297, pruned_loss=0.06144, over 2059051.98 frames. utt_duration=1255 frames, utt_pad_proportion=0.05488, over 6570.40 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3052, pruned_loss=0.07286, over 2474548.59 frames. utt_duration=503 frames, utt_pad_proportion=0.06515, over 19738.25 utterances.], batch size: 133, lr: 4.05e-04
2022-08-25 08:39:40,749 INFO [train.py:927] (4/8) Epoch 9, batch 3600, libri_loss[loss=0.2214, simple_loss=0.3174, pruned_loss=0.06273, over 12377.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.0255, over 43.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3123, pruned_loss=0.07819, over 2473704.61 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07577, over 19948.18 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2971, pruned_loss=0.06151, over 2067388.04 frames. utt_duration=1256 frames, utt_pad_proportion=0.05411, over 6589.90 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3123, pruned_loss=0.07873, over 2474544.69 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07612, over 21053.85 utterances.], batch size: 43, lr: 4.05e-04
2022-08-25 08:41:25,450 INFO [train.py:927] (4/8) Epoch 9, batch 3650, giga_loss[loss=0.2199, simple_loss=0.3015, pruned_loss=0.06919, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.02995, over 39.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3167, pruned_loss=0.0814, over 2473485.14 frames. utt_duration=492.7 frames, utt_pad_proportion=0.076, over 20142.94 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2967, pruned_loss=0.06144, over 2084859.43 frames. utt_duration=1251 frames, utt_pad_proportion=0.05707, over 6671.86 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3178, pruned_loss=0.08267, over 2474594.48 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07588, over 21525.96 utterances.], batch size: 39, lr: 4.05e-04
2022-08-25 08:43:12,278 INFO [train.py:927] (4/8) Epoch 9, batch 3700, giga_loss[loss=0.2543, simple_loss=0.332, pruned_loss=0.08825, over 12405.00 frames. utt_duration=710.1 frames, utt_pad_proportion=0.02589, over 70.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3192, pruned_loss=0.08382, over 2472756.01 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07692, over 20210.91 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2957, pruned_loss=0.0611, over 2097454.85 frames. utt_duration=1259 frames, utt_pad_proportion=0.05553, over 6669.31 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3214, pruned_loss=0.08572, over 2474362.85 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07738, over 21736.57 utterances.], batch size: 70, lr: 4.04e-04
2022-08-25 08:44:59,236 INFO [train.py:927] (4/8) Epoch 9, batch 3750, libri_loss[loss=0.2258, simple_loss=0.3261, pruned_loss=0.06278, over 12144.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006274, over 35.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3231, pruned_loss=0.08684, over 2472407.88 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07579, over 20208.41 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2958, pruned_loss=0.06094, over 2110009.79 frames. utt_duration=1261 frames, utt_pad_proportion=0.05402, over 6699.39 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3256, pruned_loss=0.0893, over 2474082.22 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0769, over 21849.98 utterances.], batch size: 35, lr: 4.04e-04
2022-08-25 08:46:48,321 INFO [train.py:927] (4/8) Epoch 9, batch 3800, giga_loss[loss=0.295, simple_loss=0.3599, pruned_loss=0.115, over 12393.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05699, over 162.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3259, pruned_loss=0.08951, over 2472899.76 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07882, over 20980.72 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2959, pruned_loss=0.06086, over 2124187.15 frames. utt_duration=1266 frames, utt_pad_proportion=0.05234, over 6719.13 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3288, pruned_loss=0.09249, over 2474314.66 frames. utt_duration=436 frames, utt_pad_proportion=0.08015, over 22773.40 utterances.], batch size: 162, lr: 4.04e-04
2022-08-25 08:48:34,159 INFO [train.py:927] (4/8) Epoch 9, batch 3850, giga_loss[loss=0.2346, simple_loss=0.3245, pruned_loss=0.07237, over 12473.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04055, over 34.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3275, pruned_loss=0.09073, over 2473304.72 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07891, over 21015.17 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.296, pruned_loss=0.06088, over 2125830.21 frames. utt_duration=1264 frames, utt_pad_proportion=0.05243, over 6736.53 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3299, pruned_loss=0.09318, over 2474511.65 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08, over 22470.68 utterances.], batch size: 34, lr: 4.04e-04
2022-08-25 08:50:17,062 INFO [train.py:927] (4/8) Epoch 9, batch 3900, giga_loss[loss=0.2601, simple_loss=0.3356, pruned_loss=0.0923, over 12342.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03337, over 97.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.329, pruned_loss=0.09125, over 2473575.65 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07824, over 21086.22 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2962, pruned_loss=0.06097, over 2136225.26 frames. utt_duration=1266 frames, utt_pad_proportion=0.05119, over 6756.21 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3316, pruned_loss=0.09395, over 2474452.84 frames. utt_duration=439 frames, utt_pad_proportion=0.07974, over 22620.06 utterances.], batch size: 97, lr: 4.04e-04
2022-08-25 08:52:04,913 INFO [train.py:927] (4/8) Epoch 9, batch 3950, giga_loss[loss=0.256, simple_loss=0.3327, pruned_loss=0.08968, over 12379.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04191, over 133.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.328, pruned_loss=0.08953, over 2474061.56 frames. utt_duration=464.4 frames, utt_pad_proportion=0.0796, over 21377.24 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2965, pruned_loss=0.061, over 2142882.19 frames. utt_duration=1266 frames, utt_pad_proportion=0.05048, over 6777.96 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3304, pruned_loss=0.09218, over 2474765.20 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08108, over 22836.59 utterances.], batch size: 133, lr: 4.04e-04
2022-08-25 08:53:53,394 INFO [train.py:927] (4/8) Epoch 9, batch 4000, giga_loss[loss=0.2098, simple_loss=0.2937, pruned_loss=0.06298, over 12249.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03081, over 45.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3263, pruned_loss=0.08776, over 2474344.52 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07812, over 21645.03 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2964, pruned_loss=0.06093, over 2146078.67 frames. utt_duration=1267 frames, utt_pad_proportion=0.05005, over 6781.19 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3285, pruned_loss=0.09011, over 2474988.20 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07953, over 22910.46 utterances.], batch size: 45, lr: 4.04e-04
2022-08-25 08:55:35,938 INFO [train.py:927] (4/8) Epoch 9, batch 4050, giga_loss[loss=0.2692, simple_loss=0.3326, pruned_loss=0.1029, over 12447.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03739, over 123.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3232, pruned_loss=0.08573, over 2474515.77 frames. utt_duration=458 frames, utt_pad_proportion=0.08269, over 21680.39 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2965, pruned_loss=0.06092, over 2160121.69 frames. utt_duration=1253 frames, utt_pad_proportion=0.05418, over 6903.33 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3261, pruned_loss=0.08871, over 2475461.04 frames. utt_duration=428 frames, utt_pad_proportion=0.08307, over 23214.74 utterances.], batch size: 123, lr: 4.04e-04
2022-08-25 08:57:25,133 INFO [train.py:927] (4/8) Epoch 9, batch 4100, giga_loss[loss=0.2204, simple_loss=0.3042, pruned_loss=0.06825, over 12390.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03701, over 113.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3228, pruned_loss=0.0851, over 2474093.76 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07801, over 21312.32 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2966, pruned_loss=0.06088, over 2167473.99 frames. utt_duration=1257 frames, utt_pad_proportion=0.05313, over 6904.72 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3257, pruned_loss=0.08806, over 2475225.05 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07906, over 22867.29 utterances.], batch size: 113, lr: 4.04e-04
2022-08-25 08:59:17,390 INFO [train.py:927] (4/8) Epoch 9, batch 4150, giga_loss[loss=0.2264, simple_loss=0.3253, pruned_loss=0.0637, over 12420.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03385, over 75.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3222, pruned_loss=0.08353, over 2473884.26 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07564, over 20708.48 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2957, pruned_loss=0.06045, over 2174791.38 frames. utt_duration=1262 frames, utt_pad_proportion=0.05224, over 6901.25 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3256, pruned_loss=0.08672, over 2475014.91 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07707, over 22250.81 utterances.], batch size: 75, lr: 4.04e-04
2022-08-25 09:01:02,927 INFO [train.py:927] (4/8) Epoch 9, batch 4200, giga_loss[loss=0.2882, simple_loss=0.3532, pruned_loss=0.1115, over 12369.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06531, over 183.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.323, pruned_loss=0.083, over 2474047.38 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07599, over 20870.58 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2957, pruned_loss=0.06039, over 2185121.23 frames. utt_duration=1270 frames, utt_pad_proportion=0.05075, over 6892.84 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3266, pruned_loss=0.0863, over 2474948.34 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07776, over 22548.93 utterances.], batch size: 183, lr: 4.04e-04
2022-08-25 09:02:47,797 INFO [train.py:927] (4/8) Epoch 9, batch 4250, giga_loss[loss=0.2405, simple_loss=0.3197, pruned_loss=0.08067, over 12325.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03391, over 85.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3221, pruned_loss=0.08269, over 2473987.65 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07397, over 20452.09 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.296, pruned_loss=0.06056, over 2195129.35 frames. utt_duration=1261 frames, utt_pad_proportion=0.05388, over 6972.04 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3255, pruned_loss=0.0859, over 2474663.41 frames. utt_duration=448 frames, utt_pad_proportion=0.07506, over 22164.56 utterances.], batch size: 85, lr: 4.04e-04
2022-08-25 09:04:34,563 INFO [train.py:927] (4/8) Epoch 9, batch 4300, giga_loss[loss=0.2338, simple_loss=0.3067, pruned_loss=0.08048, over 12404.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06336, over 183.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3196, pruned_loss=0.0821, over 2474237.41 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07381, over 20379.93 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2958, pruned_loss=0.06052, over 2205817.62 frames. utt_duration=1265 frames, utt_pad_proportion=0.05241, over 6985.82 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3235, pruned_loss=0.0855, over 2475031.34 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07533, over 22230.06 utterances.], batch size: 183, lr: 4.04e-04
2022-08-25 09:06:23,645 INFO [train.py:927] (4/8) Epoch 9, batch 4350, giga_loss[loss=0.2284, simple_loss=0.3145, pruned_loss=0.07116, over 12446.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.0317, over 55.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3183, pruned_loss=0.07983, over 2474600.08 frames. utt_duration=511.4 frames, utt_pad_proportion=0.07066, over 19410.42 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2959, pruned_loss=0.06041, over 2212274.67 frames. utt_duration=1256 frames, utt_pad_proportion=0.0535, over 7055.34 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3219, pruned_loss=0.08312, over 2475416.93 frames. utt_duration=470.4 frames, utt_pad_proportion=0.072, over 21115.23 utterances.], batch size: 55, lr: 4.04e-04
2022-08-25 09:08:10,753 INFO [train.py:927] (4/8) Epoch 9, batch 4400, libri_loss[loss=0.2051, simple_loss=0.287, pruned_loss=0.06163, over 12285.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.004493, over 32.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3178, pruned_loss=0.07934, over 2474731.78 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07115, over 19664.00 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2956, pruned_loss=0.06027, over 2215776.29 frames. utt_duration=1260 frames, utt_pad_proportion=0.05288, over 7043.59 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3212, pruned_loss=0.08229, over 2475734.48 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07245, over 21187.47 utterances.], batch size: 32, lr: 4.04e-04
2022-08-25 09:09:59,840 INFO [train.py:927] (4/8) Epoch 9, batch 4450, giga_loss[loss=0.2632, simple_loss=0.3354, pruned_loss=0.09552, over 12463.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03459, over 86.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3153, pruned_loss=0.07849, over 2474177.15 frames. utt_duration=508.4 frames, utt_pad_proportion=0.07228, over 19521.90 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2952, pruned_loss=0.06012, over 2223170.58 frames. utt_duration=1268 frames, utt_pad_proportion=0.05173, over 7023.47 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3189, pruned_loss=0.08149, over 2475235.28 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07381, over 21110.39 utterances.], batch size: 86, lr: 4.04e-04
2022-08-25 09:11:48,094 INFO [train.py:927] (4/8) Epoch 9, batch 4500, libri_loss[loss=0.2307, simple_loss=0.3228, pruned_loss=0.06927, over 12406.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.024, over 43.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.315, pruned_loss=0.07966, over 2473116.98 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07684, over 19902.16 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2955, pruned_loss=0.06025, over 2228130.79 frames. utt_duration=1269 frames, utt_pad_proportion=0.05091, over 7030.00 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.318, pruned_loss=0.08228, over 2473963.52 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07818, over 21396.63 utterances.], batch size: 43, lr: 4.04e-04
2022-08-25 09:13:33,341 INFO [train.py:927] (4/8) Epoch 9, batch 4550, giga_loss[loss=0.2107, simple_loss=0.2918, pruned_loss=0.06481, over 12377.00 frames. utt_duration=972.4 frames, utt_pad_proportion=0.02959, over 51.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3148, pruned_loss=0.08013, over 2473393.18 frames. utt_duration=494.6 frames, utt_pad_proportion=0.0738, over 20063.62 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2956, pruned_loss=0.06018, over 2230434.83 frames. utt_duration=1272 frames, utt_pad_proportion=0.05054, over 7020.73 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3172, pruned_loss=0.08243, over 2474207.80 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07522, over 21367.30 utterances.], batch size: 51, lr: 4.04e-04
2022-08-25 09:15:19,505 INFO [train.py:927] (4/8) Epoch 9, batch 4600, giga_loss[loss=0.2547, simple_loss=0.3333, pruned_loss=0.08807, over 12358.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02879, over 91.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.315, pruned_loss=0.07976, over 2474014.82 frames. utt_duration=493.9 frames, utt_pad_proportion=0.0733, over 20096.95 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2957, pruned_loss=0.06009, over 2237625.65 frames. utt_duration=1278 frames, utt_pad_proportion=0.04927, over 7014.27 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3173, pruned_loss=0.08224, over 2474666.59 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07508, over 21516.30 utterances.], batch size: 91, lr: 4.04e-04
2022-08-25 09:17:06,849 INFO [train.py:927] (4/8) Epoch 9, batch 4650, giga_loss[loss=0.248, simple_loss=0.3241, pruned_loss=0.08595, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03449, over 40.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3147, pruned_loss=0.07977, over 2474630.33 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07784, over 20801.87 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2957, pruned_loss=0.06013, over 2242130.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.04933, over 7047.91 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3169, pruned_loss=0.08207, over 2475330.87 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07912, over 22138.08 utterances.], batch size: 40, lr: 4.04e-04
2022-08-25 09:18:54,775 INFO [train.py:927] (4/8) Epoch 9, batch 4700, giga_loss[loss=0.2731, simple_loss=0.344, pruned_loss=0.1011, over 12346.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03566, over 104.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3148, pruned_loss=0.08004, over 2474782.91 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0773, over 20880.94 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2956, pruned_loss=0.0601, over 2245383.25 frames. utt_duration=1277 frames, utt_pad_proportion=0.04874, over 7040.19 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3169, pruned_loss=0.08212, over 2475524.18 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07859, over 22112.48 utterances.], batch size: 104, lr: 4.04e-04
2022-08-25 09:20:42,216 INFO [train.py:927] (4/8) Epoch 9, batch 4750, giga_loss[loss=0.243, simple_loss=0.3118, pruned_loss=0.0871, over 12291.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02596, over 54.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.318, pruned_loss=0.08287, over 2475103.24 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07351, over 20748.63 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.06022, over 2248624.09 frames. utt_duration=1278 frames, utt_pad_proportion=0.04822, over 7048.60 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3196, pruned_loss=0.08472, over 2475859.66 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07501, over 21913.56 utterances.], batch size: 54, lr: 4.03e-04
2022-08-25 09:22:26,442 INFO [train.py:927] (4/8) Epoch 9, batch 4800, giga_loss[loss=0.2474, simple_loss=0.3194, pruned_loss=0.08771, over 12455.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03184, over 86.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.319, pruned_loss=0.08458, over 2475637.01 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07519, over 21189.96 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2962, pruned_loss=0.06024, over 2252130.16 frames. utt_duration=1280 frames, utt_pad_proportion=0.0476, over 7045.89 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3205, pruned_loss=0.08636, over 2476122.17 frames. utt_duration=445.3 frames, utt_pad_proportion=0.0766, over 22315.24 utterances.], batch size: 86, lr: 4.03e-04
2022-08-25 09:24:10,641 INFO [train.py:927] (4/8) Epoch 9, batch 4850, giga_loss[loss=0.2297, simple_loss=0.3163, pruned_loss=0.07151, over 12314.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02717, over 45.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3192, pruned_loss=0.08457, over 2475177.72 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07818, over 21557.50 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.06021, over 2255108.20 frames. utt_duration=1284 frames, utt_pad_proportion=0.04704, over 7036.25 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3208, pruned_loss=0.08634, over 2475892.81 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07942, over 22658.26 utterances.], batch size: 45, lr: 4.03e-04
2022-08-25 09:25:57,680 INFO [train.py:927] (4/8) Epoch 9, batch 4900, giga_loss[loss=0.211, simple_loss=0.2964, pruned_loss=0.06286, over 12442.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.043, over 114.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3169, pruned_loss=0.08197, over 2474902.75 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07521, over 20833.57 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2957, pruned_loss=0.06003, over 2257361.47 frames. utt_duration=1287 frames, utt_pad_proportion=0.04671, over 7025.91 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3186, pruned_loss=0.08373, over 2475406.81 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07653, over 21840.95 utterances.], batch size: 114, lr: 4.03e-04
2022-08-25 09:27:47,809 INFO [train.py:927] (4/8) Epoch 9, batch 4950, giga_loss[loss=0.2289, simple_loss=0.3027, pruned_loss=0.0776, over 12429.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03991, over 37.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3159, pruned_loss=0.08248, over 2475395.58 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07611, over 20891.52 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2957, pruned_loss=0.06011, over 2260461.62 frames. utt_duration=1276 frames, utt_pad_proportion=0.05178, over 7093.72 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3176, pruned_loss=0.08411, over 2475938.65 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07587, over 21816.63 utterances.], batch size: 37, lr: 4.03e-04
2022-08-25 09:29:40,169 INFO [train.py:927] (4/8) Epoch 9, batch 5000, giga_loss[loss=0.2385, simple_loss=0.3189, pruned_loss=0.07901, over 12425.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.0369, over 105.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08199, over 2475640.84 frames. utt_duration=503 frames, utt_pad_proportion=0.07056, over 19746.23 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2956, pruned_loss=0.06003, over 2267709.38 frames. utt_duration=1282 frames, utt_pad_proportion=0.05037, over 7085.36 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3189, pruned_loss=0.08404, over 2476231.81 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07127, over 20905.60 utterances.], batch size: 105, lr: 4.03e-04
2022-08-25 09:31:28,459 INFO [train.py:927] (4/8) Epoch 9, batch 5050, libri_loss[loss=0.1827, simple_loss=0.2607, pruned_loss=0.05233, over 12228.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008023, over 29.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3196, pruned_loss=0.08211, over 2474794.05 frames. utt_duration=496 frames, utt_pad_proportion=0.07062, over 20017.53 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2953, pruned_loss=0.06, over 2271270.13 frames. utt_duration=1286 frames, utt_pad_proportion=0.04958, over 7071.73 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.322, pruned_loss=0.08416, over 2475763.12 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07153, over 21187.33 utterances.], batch size: 29, lr: 4.03e-04
2022-08-25 09:33:12,482 INFO [train.py:927] (4/8) Epoch 9, batch 5100, giga_loss[loss=0.2593, simple_loss=0.3259, pruned_loss=0.09635, over 12344.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03302, over 97.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3198, pruned_loss=0.08214, over 2475032.09 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06511, over 19243.29 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2949, pruned_loss=0.05983, over 2279046.76 frames. utt_duration=1289 frames, utt_pad_proportion=0.04852, over 7081.54 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3228, pruned_loss=0.0847, over 2476030.70 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06674, over 20624.58 utterances.], batch size: 97, lr: 4.03e-04
2022-08-25 09:34:59,258 INFO [train.py:927] (4/8) Epoch 9, batch 5150, giga_loss[loss=0.2201, simple_loss=0.3002, pruned_loss=0.06997, over 12377.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03161, over 62.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.32, pruned_loss=0.0825, over 2475159.43 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06744, over 19334.79 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2951, pruned_loss=0.0597, over 2282615.02 frames. utt_duration=1294 frames, utt_pad_proportion=0.04782, over 7063.99 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3228, pruned_loss=0.08506, over 2476256.31 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06894, over 20677.61 utterances.], batch size: 62, lr: 4.03e-04
2022-08-25 09:36:44,961 INFO [train.py:927] (4/8) Epoch 9, batch 5200, giga_loss[loss=0.2164, simple_loss=0.2975, pruned_loss=0.06768, over 12423.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04258, over 34.00 utterances.], tot_loss[loss=0.24, simple_loss=0.317, pruned_loss=0.08145, over 2474200.94 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06358, over 19082.91 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2943, pruned_loss=0.05928, over 2287542.20 frames. utt_duration=1302 frames, utt_pad_proportion=0.04679, over 7036.44 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3205, pruned_loss=0.08445, over 2475782.45 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06549, over 20510.05 utterances.], batch size: 34, lr: 4.03e-04
2022-08-25 09:38:32,292 INFO [train.py:927] (4/8) Epoch 9, batch 5250, giga_loss[loss=0.3497, simple_loss=0.3864, pruned_loss=0.1565, over 12366.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3171, pruned_loss=0.08231, over 2473670.66 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07056, over 19997.60 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2943, pruned_loss=0.05934, over 2293611.83 frames. utt_duration=1287 frames, utt_pad_proportion=0.0514, over 7134.99 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3206, pruned_loss=0.08539, over 2475283.35 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07062, over 21460.88 utterances.], batch size: 257, lr: 4.03e-04
2022-08-25 09:40:19,556 INFO [train.py:927] (4/8) Epoch 9, batch 5300, giga_loss[loss=0.2947, simple_loss=0.3484, pruned_loss=0.1205, over 12351.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2014, over 368.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3157, pruned_loss=0.08194, over 2474323.17 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07339, over 19750.08 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2946, pruned_loss=0.05967, over 2299009.88 frames. utt_duration=1279 frames, utt_pad_proportion=0.05211, over 7196.71 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3188, pruned_loss=0.08474, over 2475572.58 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07327, over 21197.57 utterances.], batch size: 368, lr: 4.03e-04
2022-08-25 09:42:04,541 INFO [train.py:927] (4/8) Epoch 9, batch 5350, giga_loss[loss=0.2034, simple_loss=0.2907, pruned_loss=0.05801, over 12447.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03185, over 75.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3156, pruned_loss=0.08167, over 2474727.29 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06885, over 19139.38 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2946, pruned_loss=0.05957, over 2302405.03 frames. utt_duration=1280 frames, utt_pad_proportion=0.05139, over 7204.82 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3184, pruned_loss=0.08433, over 2475788.02 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06937, over 20484.97 utterances.], batch size: 75, lr: 4.03e-04
2022-08-25 09:43:50,501 INFO [train.py:927] (4/8) Epoch 9, batch 5400, libri_loss[loss=0.1631, simple_loss=0.2518, pruned_loss=0.0372, over 12242.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.04903, over 27.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.318, pruned_loss=0.0831, over 2473561.58 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07189, over 19943.47 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2949, pruned_loss=0.05941, over 2305562.64 frames. utt_duration=1281 frames, utt_pad_proportion=0.05077, over 7205.64 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3205, pruned_loss=0.08582, over 2474641.60 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07246, over 21255.21 utterances.], batch size: 27, lr: 4.03e-04
2022-08-25 09:45:38,278 INFO [train.py:927] (4/8) Epoch 9, batch 5450, giga_loss[loss=0.2244, simple_loss=0.3086, pruned_loss=0.07014, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03235, over 51.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3198, pruned_loss=0.08297, over 2472819.01 frames. utt_duration=503 frames, utt_pad_proportion=0.07208, over 19724.90 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2953, pruned_loss=0.05955, over 2307922.35 frames. utt_duration=1269 frames, utt_pad_proportion=0.05553, over 7281.62 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3218, pruned_loss=0.08533, over 2473794.65 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07116, over 20860.71 utterances.], batch size: 51, lr: 4.03e-04
2022-08-25 09:47:23,298 INFO [train.py:927] (4/8) Epoch 9, batch 5500, giga_loss[loss=0.3215, simple_loss=0.3807, pruned_loss=0.1312, over 12434.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05151, over 162.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3218, pruned_loss=0.08219, over 2473716.47 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06932, over 19142.12 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2955, pruned_loss=0.05967, over 2311308.41 frames. utt_duration=1254 frames, utt_pad_proportion=0.06014, over 7383.76 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3236, pruned_loss=0.08437, over 2474407.40 frames. utt_duration=492.3 frames, utt_pad_proportion=0.0672, over 20163.66 utterances.], batch size: 162, lr: 4.03e-04
2022-08-25 09:49:06,853 INFO [train.py:927] (4/8) Epoch 9, batch 5550, libri_loss[loss=0.2059, simple_loss=0.2884, pruned_loss=0.06167, over 12451.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006457, over 32.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3223, pruned_loss=0.08252, over 2473620.31 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06341, over 18327.50 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2954, pruned_loss=0.05962, over 2315844.26 frames. utt_duration=1261 frames, utt_pad_proportion=0.05886, over 7356.54 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3246, pruned_loss=0.08492, over 2474421.03 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06243, over 19478.27 utterances.], batch size: 32, lr: 4.03e-04
2022-08-25 09:50:52,388 INFO [train.py:927] (4/8) Epoch 9, batch 5600, giga_loss[loss=0.241, simple_loss=0.3206, pruned_loss=0.08063, over 12419.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04952, over 161.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3242, pruned_loss=0.0848, over 2474074.04 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06807, over 19856.69 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2955, pruned_loss=0.05968, over 2318884.94 frames. utt_duration=1264 frames, utt_pad_proportion=0.0579, over 7347.42 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3264, pruned_loss=0.08708, over 2474777.03 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06746, over 20979.19 utterances.], batch size: 161, lr: 4.03e-04
2022-08-25 09:52:36,677 INFO [train.py:927] (4/8) Epoch 9, batch 5650, giga_loss[loss=0.2573, simple_loss=0.3344, pruned_loss=0.09015, over 12349.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02944, over 91.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.323, pruned_loss=0.08275, over 2474102.27 frames. utt_duration=506.7 frames, utt_pad_proportion=0.07071, over 19588.24 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2958, pruned_loss=0.05976, over 2324106.58 frames. utt_duration=1266 frames, utt_pad_proportion=0.05638, over 7352.99 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3255, pruned_loss=0.08528, over 2474775.03 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07073, over 20879.48 utterances.], batch size: 91, lr: 4.03e-04
2022-08-25 09:54:23,003 INFO [train.py:927] (4/8) Epoch 9, batch 5700, giga_loss[loss=0.2343, simple_loss=0.3263, pruned_loss=0.07117, over 12429.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03325, over 75.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.324, pruned_loss=0.08328, over 2473422.84 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07196, over 20001.90 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2959, pruned_loss=0.05977, over 2328234.01 frames. utt_duration=1267 frames, utt_pad_proportion=0.0553, over 7358.19 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3267, pruned_loss=0.08593, over 2474236.69 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07231, over 21356.52 utterances.], batch size: 75, lr: 4.03e-04
2022-08-25 09:56:05,440 INFO [train.py:927] (4/8) Epoch 9, batch 5750, giga_loss[loss=0.229, simple_loss=0.3084, pruned_loss=0.07477, over 12479.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02881, over 55.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3229, pruned_loss=0.08307, over 2474081.00 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07195, over 20138.61 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.296, pruned_loss=0.05974, over 2331699.33 frames. utt_duration=1264 frames, utt_pad_proportion=0.05518, over 7388.02 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3255, pruned_loss=0.08569, over 2474846.40 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07242, over 21463.98 utterances.], batch size: 55, lr: 4.03e-04
2022-08-25 09:57:51,033 INFO [train.py:927] (4/8) Epoch 9, batch 5800, giga_loss[loss=0.2333, simple_loss=0.3172, pruned_loss=0.0747, over 12395.00 frames. utt_duration=662.6 frames, utt_pad_proportion=0.03552, over 75.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.321, pruned_loss=0.08253, over 2474463.51 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07579, over 20269.62 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.296, pruned_loss=0.05967, over 2338293.65 frames. utt_duration=1264 frames, utt_pad_proportion=0.05391, over 7405.85 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3242, pruned_loss=0.08568, over 2474809.42 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07667, over 21863.98 utterances.], batch size: 75, lr: 4.03e-04
2022-08-25 09:59:38,639 INFO [train.py:927] (4/8) Epoch 9, batch 5850, giga_loss[loss=0.2456, simple_loss=0.3125, pruned_loss=0.08938, over 12473.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03393, over 37.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3184, pruned_loss=0.08133, over 2475256.49 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07135, over 19655.10 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2961, pruned_loss=0.05974, over 2341675.25 frames. utt_duration=1267 frames, utt_pad_proportion=0.0528, over 7401.76 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3214, pruned_loss=0.08427, over 2475548.39 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07286, over 21205.80 utterances.], batch size: 37, lr: 4.02e-04
2022-08-25 10:01:20,799 INFO [train.py:927] (4/8) Epoch 9, batch 5900, libri_loss[loss=0.2262, simple_loss=0.3249, pruned_loss=0.0638, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007836, over 37.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3163, pruned_loss=0.08032, over 2475022.16 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07562, over 20213.59 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2961, pruned_loss=0.05969, over 2344678.81 frames. utt_duration=1267 frames, utt_pad_proportion=0.05273, over 7413.81 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3192, pruned_loss=0.0832, over 2475503.72 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07673, over 21734.08 utterances.], batch size: 37, lr: 4.02e-04
2022-08-25 10:03:03,974 INFO [train.py:927] (4/8) Epoch 9, batch 5950, giga_loss[loss=0.2387, simple_loss=0.3195, pruned_loss=0.07896, over 12322.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.0306, over 66.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3144, pruned_loss=0.07801, over 2475175.34 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07685, over 21107.18 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.296, pruned_loss=0.05961, over 2348033.04 frames. utt_duration=1268 frames, utt_pad_proportion=0.05202, over 7416.37 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3173, pruned_loss=0.08093, over 2476022.51 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07801, over 22683.06 utterances.], batch size: 66, lr: 4.02e-04
2022-08-25 10:04:54,462 INFO [train.py:927] (4/8) Epoch 9, batch 6000, giga_loss[loss=0.2022, simple_loss=0.2797, pruned_loss=0.06236, over 12391.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3123, pruned_loss=0.07755, over 2474971.65 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07475, over 20648.42 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2962, pruned_loss=0.05974, over 2349679.61 frames. utt_duration=1270 frames, utt_pad_proportion=0.05138, over 7412.13 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3146, pruned_loss=0.07997, over 2475868.57 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07608, over 22071.37 utterances.], batch size: 62, lr: 4.02e-04
2022-08-25 10:04:54,464 INFO [train.py:958] (4/8) Computing validation loss
2022-08-25 10:05:09,989 INFO [train.py:967] (4/8) Epoch 9, validation: loss=0.1964, simple_loss=0.314, pruned_loss=0.03941, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 10:06:53,228 INFO [train.py:927] (4/8) Epoch 9, batch 6050, giga_loss[loss=0.2221, simple_loss=0.3031, pruned_loss=0.0706, over 12420.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05493, over 162.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3126, pruned_loss=0.07805, over 2474861.82 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07943, over 21528.69 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2966, pruned_loss=0.05962, over 2352514.45 frames. utt_duration=1271 frames, utt_pad_proportion=0.05067, over 7411.81 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3145, pruned_loss=0.08048, over 2475795.91 frames. utt_duration=432.7 frames, utt_pad_proportion=0.08056, over 22962.01 utterances.], batch size: 162, lr: 4.02e-04
2022-08-25 10:08:35,815 INFO [train.py:927] (4/8) Epoch 9, batch 6100, libri_loss[loss=0.2322, simple_loss=0.3221, pruned_loss=0.07109, over 12443.00 frames. utt_duration=767.3 frames, utt_pad_proportion=0.1261, over 65.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3145, pruned_loss=0.07895, over 2475179.17 frames. utt_duration=445.8 frames, utt_pad_proportion=0.0844, over 22280.84 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.297, pruned_loss=0.05975, over 2356544.60 frames. utt_duration=1269 frames, utt_pad_proportion=0.05025, over 7434.54 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3162, pruned_loss=0.08142, over 2476096.99 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08538, over 23886.60 utterances.], batch size: 65, lr: 4.02e-04
2022-08-25 10:10:23,199 INFO [train.py:927] (4/8) Epoch 9, batch 6150, giga_loss[loss=0.2291, simple_loss=0.3097, pruned_loss=0.0742, over 12387.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02704, over 70.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3146, pruned_loss=0.07945, over 2475055.28 frames. utt_duration=452.9 frames, utt_pad_proportion=0.08068, over 21928.26 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2974, pruned_loss=0.06004, over 2358548.53 frames. utt_duration=1269 frames, utt_pad_proportion=0.04975, over 7444.95 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3159, pruned_loss=0.08142, over 2475579.21 frames. utt_duration=425.1 frames, utt_pad_proportion=0.08196, over 23374.04 utterances.], batch size: 70, lr: 4.02e-04
2022-08-25 10:12:10,294 INFO [train.py:927] (4/8) Epoch 9, batch 6200, giga_loss[loss=0.2384, simple_loss=0.3256, pruned_loss=0.07558, over 12371.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03208, over 104.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3161, pruned_loss=0.08065, over 2474747.67 frames. utt_duration=469.2 frames, utt_pad_proportion=0.08052, over 21162.41 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2974, pruned_loss=0.06019, over 2365673.43 frames. utt_duration=1268 frames, utt_pad_proportion=0.04873, over 7469.58 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3182, pruned_loss=0.08335, over 2475404.31 frames. utt_duration=428.4 frames, utt_pad_proportion=0.08259, over 23193.10 utterances.], batch size: 104, lr: 4.02e-04
2022-08-25 10:13:59,393 INFO [train.py:927] (4/8) Epoch 9, batch 6250, giga_loss[loss=0.271, simple_loss=0.3428, pruned_loss=0.09962, over 12393.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06403, over 183.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3182, pruned_loss=0.08196, over 2474911.87 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07758, over 21183.28 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2982, pruned_loss=0.0605, over 2367166.53 frames. utt_duration=1256 frames, utt_pad_proportion=0.05306, over 7548.16 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3194, pruned_loss=0.08412, over 2475554.26 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07828, over 22905.97 utterances.], batch size: 183, lr: 4.02e-04
2022-08-25 10:15:48,277 INFO [train.py:927] (4/8) Epoch 9, batch 6300, giga_loss[loss=0.2414, simple_loss=0.3369, pruned_loss=0.07293, over 12382.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04545, over 146.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3194, pruned_loss=0.08268, over 2474856.72 frames. utt_duration=440.2 frames, utt_pad_proportion=0.0843, over 22564.44 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2981, pruned_loss=0.06046, over 2369803.08 frames. utt_duration=1260 frames, utt_pad_proportion=0.05197, over 7532.72 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.321, pruned_loss=0.08499, over 2475856.89 frames. utt_duration=408.9 frames, utt_pad_proportion=0.08482, over 24308.51 utterances.], batch size: 146, lr: 4.02e-04
2022-08-25 10:17:36,287 INFO [train.py:927] (4/8) Epoch 9, batch 6350, giga_loss[loss=0.2185, simple_loss=0.2917, pruned_loss=0.07265, over 12475.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02896, over 55.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3187, pruned_loss=0.08156, over 2475712.77 frames. utt_duration=461.3 frames, utt_pad_proportion=0.0777, over 21536.48 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.298, pruned_loss=0.06034, over 2372244.03 frames. utt_duration=1262 frames, utt_pad_proportion=0.05104, over 7529.34 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3205, pruned_loss=0.084, over 2476672.20 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07907, over 23272.65 utterances.], batch size: 55, lr: 4.02e-04
2022-08-25 10:19:23,291 INFO [train.py:927] (4/8) Epoch 9, batch 6400, giga_loss[loss=0.2283, simple_loss=0.3173, pruned_loss=0.06964, over 12453.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03665, over 105.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3183, pruned_loss=0.08251, over 2475323.14 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07807, over 21724.81 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2976, pruned_loss=0.06024, over 2374440.34 frames. utt_duration=1267 frames, utt_pad_proportion=0.05007, over 7506.28 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3206, pruned_loss=0.08504, over 2476433.61 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07958, over 23455.22 utterances.], batch size: 105, lr: 4.02e-04
2022-08-25 10:21:11,757 INFO [train.py:927] (4/8) Epoch 9, batch 6450, giga_loss[loss=0.2363, simple_loss=0.3118, pruned_loss=0.08038, over 12392.00 frames. utt_duration=477.9 frames, utt_pad_proportion=0.0306, over 104.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3169, pruned_loss=0.08224, over 2474947.35 frames. utt_duration=470 frames, utt_pad_proportion=0.07657, over 21128.67 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2976, pruned_loss=0.06026, over 2376180.54 frames. utt_duration=1272 frames, utt_pad_proportion=0.04944, over 7480.30 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3192, pruned_loss=0.08465, over 2476055.87 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07821, over 22777.05 utterances.], batch size: 104, lr: 4.02e-04
2022-08-25 10:22:57,660 INFO [train.py:927] (4/8) Epoch 9, batch 6500, libri_loss[loss=0.2083, simple_loss=0.2933, pruned_loss=0.06164, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00567, over 34.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3177, pruned_loss=0.08306, over 2475795.36 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07385, over 21432.49 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2977, pruned_loss=0.06031, over 2378247.12 frames. utt_duration=1257 frames, utt_pad_proportion=0.05449, over 7576.87 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3197, pruned_loss=0.08534, over 2476588.42 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07406, over 22910.33 utterances.], batch size: 34, lr: 4.02e-04
2022-08-25 10:24:40,430 INFO [train.py:927] (4/8) Epoch 9, batch 6550, giga_loss[loss=0.2475, simple_loss=0.3256, pruned_loss=0.08468, over 12361.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.318, pruned_loss=0.08316, over 2475505.01 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07028, over 20897.14 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2977, pruned_loss=0.06032, over 2379783.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05385, over 7571.26 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3199, pruned_loss=0.08523, over 2476068.60 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07092, over 22242.14 utterances.], batch size: 62, lr: 4.02e-04
2022-08-25 10:26:24,113 INFO [train.py:927] (4/8) Epoch 9, batch 6600, giga_loss[loss=0.2086, simple_loss=0.3019, pruned_loss=0.05762, over 12438.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.0323, over 75.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.319, pruned_loss=0.08395, over 2474904.88 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06814, over 20403.80 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.298, pruned_loss=0.06051, over 2382772.85 frames. utt_duration=1261 frames, utt_pad_proportion=0.05273, over 7566.21 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3209, pruned_loss=0.0862, over 2475634.01 frames. utt_duration=453.4 frames, utt_pad_proportion=0.06935, over 21913.31 utterances.], batch size: 75, lr: 4.02e-04
2022-08-25 10:28:10,401 INFO [train.py:927] (4/8) Epoch 9, batch 6650, giga_loss[loss=0.2452, simple_loss=0.3252, pruned_loss=0.08258, over 12367.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.0463, over 146.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3196, pruned_loss=0.0842, over 2474444.74 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07407, over 21185.68 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2984, pruned_loss=0.0603, over 2384727.21 frames. utt_duration=1265 frames, utt_pad_proportion=0.05179, over 7552.21 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3212, pruned_loss=0.08671, over 2475324.50 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07509, over 22706.40 utterances.], batch size: 146, lr: 4.02e-04
2022-08-25 10:29:56,195 INFO [train.py:927] (4/8) Epoch 9, batch 6700, giga_loss[loss=0.2557, simple_loss=0.3318, pruned_loss=0.08979, over 12344.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.02761, over 70.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3209, pruned_loss=0.0848, over 2474468.79 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07013, over 20415.29 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2987, pruned_loss=0.06056, over 2386713.81 frames. utt_duration=1251 frames, utt_pad_proportion=0.05522, over 7640.33 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3223, pruned_loss=0.08708, over 2475366.05 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07034, over 21838.49 utterances.], batch size: 70, lr: 4.02e-04
2022-08-25 10:31:38,545 INFO [train.py:927] (4/8) Epoch 9, batch 6750, libri_loss[loss=0.2039, simple_loss=0.2975, pruned_loss=0.05515, over 12429.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01463, over 40.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3209, pruned_loss=0.08514, over 2474486.57 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06779, over 19496.78 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2988, pruned_loss=0.06061, over 2389470.45 frames. utt_duration=1248 frames, utt_pad_proportion=0.05487, over 7668.82 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3226, pruned_loss=0.08759, over 2475075.07 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06838, over 20945.25 utterances.], batch size: 40, lr: 4.02e-04
2022-08-25 10:33:23,487 INFO [train.py:927] (4/8) Epoch 9, batch 6800, giga_loss[loss=0.2362, simple_loss=0.317, pruned_loss=0.07768, over 12326.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.03056, over 66.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3206, pruned_loss=0.08451, over 2473618.33 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06796, over 19042.42 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2984, pruned_loss=0.06051, over 2390753.42 frames. utt_duration=1252 frames, utt_pad_proportion=0.05409, over 7645.67 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3226, pruned_loss=0.08695, over 2474439.94 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06876, over 20409.63 utterances.], batch size: 66, lr: 4.02e-04
2022-08-25 10:35:05,828 INFO [train.py:927] (4/8) Epoch 9, batch 6850, giga_loss[loss=0.2543, simple_loss=0.3232, pruned_loss=0.09264, over 12338.00 frames. utt_duration=626.1 frames, utt_pad_proportion=0.02773, over 79.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3201, pruned_loss=0.08343, over 2473648.85 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06961, over 18992.57 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2987, pruned_loss=0.06055, over 2392356.08 frames. utt_duration=1244 frames, utt_pad_proportion=0.05719, over 7700.96 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3218, pruned_loss=0.08575, over 2474350.27 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06911, over 20236.98 utterances.], batch size: 79, lr: 4.02e-04
2022-08-25 10:36:47,780 INFO [train.py:927] (4/8) Epoch 9, batch 6900, giga_loss[loss=0.2253, simple_loss=0.3048, pruned_loss=0.07291, over 12188.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04293, over 28.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3189, pruned_loss=0.08249, over 2473583.86 frames. utt_duration=522.1 frames, utt_pad_proportion=0.07007, over 19003.97 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2991, pruned_loss=0.06066, over 2394191.14 frames. utt_duration=1239 frames, utt_pad_proportion=0.05728, over 7737.14 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3204, pruned_loss=0.08473, over 2474305.88 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06975, over 20214.61 utterances.], batch size: 28, lr: 4.01e-04
2022-08-25 10:38:33,519 INFO [train.py:927] (4/8) Epoch 9, batch 6950, giga_loss[loss=0.2946, simple_loss=0.3469, pruned_loss=0.1211, over 12427.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06641, over 184.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3195, pruned_loss=0.08346, over 2473120.28 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07307, over 19333.37 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2986, pruned_loss=0.06037, over 2395814.90 frames. utt_duration=1245 frames, utt_pad_proportion=0.05635, over 7704.97 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3216, pruned_loss=0.08603, over 2474020.54 frames. utt_duration=482 frames, utt_pad_proportion=0.07311, over 20596.68 utterances.], batch size: 184, lr: 4.01e-04
2022-08-25 10:40:25,144 INFO [train.py:927] (4/8) Epoch 9, batch 7000, giga_loss[loss=0.2214, simple_loss=0.3092, pruned_loss=0.06679, over 12351.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02981, over 70.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3208, pruned_loss=0.08521, over 2473433.67 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07575, over 20100.58 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2987, pruned_loss=0.06042, over 2396808.96 frames. utt_duration=1243 frames, utt_pad_proportion=0.05669, over 7720.47 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3227, pruned_loss=0.0875, over 2474276.62 frames. utt_duration=467.5 frames, utt_pad_proportion=0.0756, over 21235.74 utterances.], batch size: 70, lr: 4.01e-04
2022-08-25 10:42:09,400 INFO [train.py:927] (4/8) Epoch 9, batch 7050, giga_loss[loss=0.2429, simple_loss=0.3243, pruned_loss=0.08074, over 12454.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03684, over 123.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3215, pruned_loss=0.08533, over 2473202.42 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07608, over 20247.69 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.299, pruned_loss=0.06054, over 2398952.29 frames. utt_duration=1247 frames, utt_pad_proportion=0.0553, over 7702.62 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3234, pruned_loss=0.08785, over 2474337.18 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07655, over 21567.85 utterances.], batch size: 123, lr: 4.01e-04
2022-08-25 10:43:53,145 INFO [train.py:927] (4/8) Epoch 9, batch 7100, giga_loss[loss=0.2181, simple_loss=0.3071, pruned_loss=0.0645, over 12459.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3209, pruned_loss=0.08425, over 2474080.19 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07439, over 19924.60 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2985, pruned_loss=0.06036, over 2400908.72 frames. utt_duration=1253 frames, utt_pad_proportion=0.05427, over 7673.30 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3233, pruned_loss=0.08698, over 2474897.28 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07531, over 21280.86 utterances.], batch size: 75, lr: 4.01e-04
2022-08-25 10:45:35,871 INFO [train.py:927] (4/8) Epoch 9, batch 7150, giga_loss[loss=0.269, simple_loss=0.3345, pruned_loss=0.1018, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03713, over 105.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3197, pruned_loss=0.08352, over 2473116.05 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06973, over 19149.07 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.298, pruned_loss=0.06021, over 2403179.63 frames. utt_duration=1256 frames, utt_pad_proportion=0.05329, over 7660.37 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3228, pruned_loss=0.08659, over 2473992.40 frames. utt_duration=481.1 frames, utt_pad_proportion=0.0713, over 20633.43 utterances.], batch size: 105, lr: 4.01e-04
2022-08-25 10:47:20,686 INFO [train.py:927] (4/8) Epoch 9, batch 7200, giga_loss[loss=0.2378, simple_loss=0.3191, pruned_loss=0.07823, over 12369.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03143, over 58.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.319, pruned_loss=0.08269, over 2473601.60 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06846, over 18983.99 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2983, pruned_loss=0.06032, over 2404876.40 frames. utt_duration=1247 frames, utt_pad_proportion=0.05667, over 7724.64 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3217, pruned_loss=0.08555, over 2474323.56 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06883, over 20358.35 utterances.], batch size: 58, lr: 4.01e-04
2022-08-25 10:49:05,831 INFO [train.py:927] (4/8) Epoch 9, batch 7250, giga_loss[loss=0.255, simple_loss=0.3239, pruned_loss=0.09303, over 12400.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06308, over 183.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3164, pruned_loss=0.08193, over 2473376.96 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06985, over 19474.74 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2984, pruned_loss=0.0604, over 2406048.78 frames. utt_duration=1240 frames, utt_pad_proportion=0.05909, over 7773.92 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.319, pruned_loss=0.08462, over 2474432.67 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06933, over 20778.50 utterances.], batch size: 183, lr: 4.01e-04
2022-08-25 10:50:51,307 INFO [train.py:927] (4/8) Epoch 9, batch 7300, giga_loss[loss=0.2562, simple_loss=0.3206, pruned_loss=0.09591, over 12410.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07621, over 213.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3138, pruned_loss=0.08138, over 2473398.03 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06667, over 18928.59 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2982, pruned_loss=0.06039, over 2407274.13 frames. utt_duration=1243 frames, utt_pad_proportion=0.05815, over 7756.62 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3162, pruned_loss=0.08391, over 2474332.68 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06681, over 20181.97 utterances.], batch size: 213, lr: 4.01e-04
2022-08-25 10:52:35,892 INFO [train.py:927] (4/8) Epoch 9, batch 7350, giga_loss[loss=0.2294, simple_loss=0.3147, pruned_loss=0.07199, over 12448.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05366, over 162.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3136, pruned_loss=0.08015, over 2474173.87 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06681, over 19528.15 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2979, pruned_loss=0.06029, over 2408149.82 frames. utt_duration=1247 frames, utt_pad_proportion=0.05754, over 7734.40 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.316, pruned_loss=0.08251, over 2475001.71 frames. utt_duration=479.8 frames, utt_pad_proportion=0.06716, over 20695.99 utterances.], batch size: 162, lr: 4.01e-04
2022-08-25 10:54:18,878 INFO [train.py:927] (4/8) Epoch 9, batch 7400, giga_loss[loss=0.1973, simple_loss=0.2877, pruned_loss=0.0534, over 12369.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07208, over 212.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3122, pruned_loss=0.0775, over 2474023.30 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06931, over 20891.05 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2974, pruned_loss=0.06013, over 2408716.60 frames. utt_duration=1252 frames, utt_pad_proportion=0.057, over 7706.54 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3148, pruned_loss=0.07977, over 2475079.45 frames. utt_duration=451.1 frames, utt_pad_proportion=0.06966, over 22017.72 utterances.], batch size: 212, lr: 4.01e-04
2022-08-25 10:56:04,136 INFO [train.py:927] (4/8) Epoch 9, batch 7450, giga_loss[loss=0.1909, simple_loss=0.2777, pruned_loss=0.05206, over 12369.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04849, over 31.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3099, pruned_loss=0.07432, over 2474496.69 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06912, over 21130.32 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2977, pruned_loss=0.06027, over 2410506.40 frames. utt_duration=1254 frames, utt_pad_proportion=0.05581, over 7699.50 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3121, pruned_loss=0.07643, over 2475478.63 frames. utt_duration=443.4 frames, utt_pad_proportion=0.06991, over 22405.20 utterances.], batch size: 31, lr: 4.01e-04
2022-08-25 10:57:47,186 INFO [train.py:927] (4/8) Epoch 9, batch 7500, giga_loss[loss=0.2355, simple_loss=0.3066, pruned_loss=0.08218, over 12379.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09791, over 256.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3102, pruned_loss=0.0731, over 2475620.28 frames. utt_duration=462.7 frames, utt_pad_proportion=0.06664, over 21469.97 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2968, pruned_loss=0.05993, over 2413015.23 frames. utt_duration=1257 frames, utt_pad_proportion=0.05466, over 7685.20 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3131, pruned_loss=0.07554, over 2476436.78 frames. utt_duration=432.5 frames, utt_pad_proportion=0.06784, over 22980.91 utterances.], batch size: 256, lr: 4.01e-04
2022-08-25 10:59:33,182 INFO [train.py:927] (4/8) Epoch 9, batch 7550, giga_loss[loss=0.1909, simple_loss=0.2863, pruned_loss=0.04773, over 12360.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3104, pruned_loss=0.07283, over 2476030.14 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07146, over 23296.68 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2973, pruned_loss=0.06014, over 2413760.36 frames. utt_duration=1254 frames, utt_pad_proportion=0.05466, over 7706.31 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3124, pruned_loss=0.07469, over 2476564.04 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07212, over 24593.75 utterances.], batch size: 66, lr: 4.01e-04
2022-08-25 11:01:16,861 INFO [train.py:927] (4/8) Epoch 9, batch 7600, giga_loss[loss=0.2331, simple_loss=0.3151, pruned_loss=0.07554, over 12409.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.0727, over 212.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3077, pruned_loss=0.07043, over 2475213.31 frames. utt_duration=430 frames, utt_pad_proportion=0.06908, over 23101.24 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2976, pruned_loss=0.06011, over 2414462.02 frames. utt_duration=1258 frames, utt_pad_proportion=0.05384, over 7683.32 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3092, pruned_loss=0.07214, over 2476108.02 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07004, over 24433.41 utterances.], batch size: 212, lr: 4.01e-04
2022-08-25 11:03:02,855 INFO [train.py:927] (4/8) Epoch 9, batch 7650, giga_loss[loss=0.1885, simple_loss=0.2806, pruned_loss=0.04823, over 12392.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.0399, over 34.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3062, pruned_loss=0.06861, over 2475067.14 frames. utt_duration=428 frames, utt_pad_proportion=0.06871, over 23209.66 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2981, pruned_loss=0.0602, over 2414993.66 frames. utt_duration=1260 frames, utt_pad_proportion=0.05345, over 7677.53 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3071, pruned_loss=0.06995, over 2475833.10 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06965, over 24411.56 utterances.], batch size: 34, lr: 4.01e-04
2022-08-25 11:04:46,116 INFO [train.py:927] (4/8) Epoch 9, batch 7700, giga_loss[loss=0.1777, simple_loss=0.268, pruned_loss=0.04373, over 12450.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03495, over 123.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3029, pruned_loss=0.06627, over 2475603.80 frames. utt_duration=415 frames, utt_pad_proportion=0.07189, over 23946.27 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2982, pruned_loss=0.06023, over 2416065.36 frames. utt_duration=1259 frames, utt_pad_proportion=0.05314, over 7685.27 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3035, pruned_loss=0.0674, over 2476054.50 frames. utt_duration=395.9 frames, utt_pad_proportion=0.07266, over 25107.31 utterances.], batch size: 123, lr: 4.01e-04
2022-08-25 11:06:31,104 INFO [train.py:927] (4/8) Epoch 9, batch 7750, giga_loss[loss=0.1803, simple_loss=0.2634, pruned_loss=0.04861, over 12320.00 frames. utt_duration=914.1 frames, utt_pad_proportion=0.02341, over 54.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3, pruned_loss=0.06478, over 2475494.64 frames. utt_duration=424.1 frames, utt_pad_proportion=0.0706, over 23428.36 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2979, pruned_loss=0.06001, over 2417554.37 frames. utt_duration=1262 frames, utt_pad_proportion=0.05226, over 7668.97 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3008, pruned_loss=0.06603, over 2476119.50 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07165, over 24811.82 utterances.], batch size: 54, lr: 4.01e-04
2022-08-25 11:08:20,981 INFO [train.py:927] (4/8) Epoch 9, batch 7800, giga_loss[loss=0.2131, simple_loss=0.2989, pruned_loss=0.06361, over 12420.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06127, over 183.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3003, pruned_loss=0.06465, over 2475309.55 frames. utt_duration=413 frames, utt_pad_proportion=0.07207, over 24058.41 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2978, pruned_loss=0.05993, over 2418296.18 frames. utt_duration=1264 frames, utt_pad_proportion=0.05177, over 7664.47 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3012, pruned_loss=0.0658, over 2476196.14 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07306, over 25467.14 utterances.], batch size: 183, lr: 4.01e-04
2022-08-25 11:10:23,130 INFO [train.py:927] (4/8) Epoch 9, batch 7850, giga_loss[loss=0.2144, simple_loss=0.3087, pruned_loss=0.06007, over 12362.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02921, over 91.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.3005, pruned_loss=0.06415, over 2475735.06 frames. utt_duration=404.1 frames, utt_pad_proportion=0.07211, over 24591.15 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.298, pruned_loss=0.06, over 2419462.91 frames. utt_duration=1252 frames, utt_pad_proportion=0.05501, over 7738.81 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3011, pruned_loss=0.06507, over 2476421.04 frames. utt_duration=383.3 frames, utt_pad_proportion=0.07223, over 25938.96 utterances.], batch size: 91, lr: 4.01e-04
2022-08-25 11:12:23,050 INFO [train.py:927] (4/8) Epoch 9, batch 7900, giga_loss[loss=0.2215, simple_loss=0.3075, pruned_loss=0.06776, over 12444.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02878, over 80.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2993, pruned_loss=0.06376, over 2476560.55 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06973, over 25000.52 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.298, pruned_loss=0.06017, over 2419848.82 frames. utt_duration=1255 frames, utt_pad_proportion=0.05462, over 7724.47 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2998, pruned_loss=0.06439, over 2477256.71 frames. utt_duration=379.3 frames, utt_pad_proportion=0.07006, over 26216.43 utterances.], batch size: 80, lr: 4.01e-04
2022-08-25 11:14:33,867 INFO [train.py:927] (4/8) Epoch 9, batch 7950, giga_loss[loss=0.195, simple_loss=0.2673, pruned_loss=0.06129, over 12367.00 frames. utt_duration=140.5 frames, utt_pad_proportion=0.1734, over 355.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2963, pruned_loss=0.06173, over 2476894.11 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07011, over 25152.47 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2975, pruned_loss=0.05989, over 2421428.45 frames. utt_duration=1257 frames, utt_pad_proportion=0.05451, over 7715.34 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2971, pruned_loss=0.06255, over 2477555.16 frames. utt_duration=373.5 frames, utt_pad_proportion=0.07048, over 26627.92 utterances.], batch size: 355, lr: 4.01e-04
2022-08-25 11:16:30,944 INFO [train.py:927] (4/8) Epoch 9, batch 8000, giga_loss[loss=0.1834, simple_loss=0.276, pruned_loss=0.04537, over 12324.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.03266, over 58.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2951, pruned_loss=0.06127, over 2477389.84 frames. utt_duration=402.9 frames, utt_pad_proportion=0.0681, over 24672.07 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2981, pruned_loss=0.06009, over 2423033.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.05397, over 7732.15 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2951, pruned_loss=0.06177, over 2477705.62 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06875, over 26205.33 utterances.], batch size: 58, lr: 4.00e-04
2022-08-25 11:18:33,869 INFO [train.py:927] (4/8) Epoch 9, batch 8050, giga_loss[loss=0.1797, simple_loss=0.2758, pruned_loss=0.04179, over 12406.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0484, over 34.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2961, pruned_loss=0.06134, over 2477015.35 frames. utt_duration=386.9 frames, utt_pad_proportion=0.07306, over 25694.47 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.298, pruned_loss=0.06012, over 2423169.87 frames. utt_duration=1257 frames, utt_pad_proportion=0.05358, over 7717.86 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2962, pruned_loss=0.06173, over 2477611.97 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07345, over 27067.40 utterances.], batch size: 34, lr: 4.00e-04
2022-08-25 11:20:47,514 INFO [train.py:927] (4/8) Epoch 9, batch 8100, giga_loss[loss=0.2319, simple_loss=0.3219, pruned_loss=0.07096, over 12423.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0389, over 133.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2937, pruned_loss=0.06015, over 2477134.07 frames. utt_duration=383.3 frames, utt_pad_proportion=0.0715, over 25933.95 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2978, pruned_loss=0.06009, over 2423846.79 frames. utt_duration=1260 frames, utt_pad_proportion=0.05299, over 7701.14 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2939, pruned_loss=0.06049, over 2477728.35 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07209, over 27272.34 utterances.], batch size: 133, lr: 4.00e-04
2022-08-25 11:22:46,095 INFO [train.py:927] (4/8) Epoch 9, batch 8150, giga_loss[loss=0.2592, simple_loss=0.3326, pruned_loss=0.0929, over 12420.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09994, over 257.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2968, pruned_loss=0.06119, over 2477025.72 frames. utt_duration=387.2 frames, utt_pad_proportion=0.07017, over 25672.37 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2981, pruned_loss=0.0603, over 2425979.53 frames. utt_duration=1265 frames, utt_pad_proportion=0.05132, over 7679.27 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2965, pruned_loss=0.06129, over 2477724.51 frames. utt_duration=361.4 frames, utt_pad_proportion=0.07134, over 27515.84 utterances.], batch size: 257, lr: 4.00e-04
2022-08-25 11:24:49,037 INFO [train.py:927] (4/8) Epoch 9, batch 8200, libri_loss[loss=0.2248, simple_loss=0.3193, pruned_loss=0.0651, over 12306.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00563, over 35.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2988, pruned_loss=0.06003, over 2477615.37 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06584, over 25145.28 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2983, pruned_loss=0.06024, over 2427239.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.05051, over 7685.86 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2984, pruned_loss=0.06015, over 2478449.16 frames. utt_duration=367 frames, utt_pad_proportion=0.0674, over 27102.21 utterances.], batch size: 35, lr: 4.00e-04
2022-08-25 11:26:54,328 INFO [train.py:927] (4/8) Epoch 9, batch 8250, libri_loss[loss=0.2091, simple_loss=0.2963, pruned_loss=0.06097, over 12462.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008209, over 39.00 utterances.], tot_loss[loss=0.211, simple_loss=0.3003, pruned_loss=0.0609, over 2477723.29 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06883, over 25573.93 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2986, pruned_loss=0.06048, over 2429234.90 frames. utt_duration=1241 frames, utt_pad_proportion=0.0586, over 7837.49 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2998, pruned_loss=0.06077, over 2478379.03 frames. utt_duration=359.1 frames, utt_pad_proportion=0.06803, over 27696.86 utterances.], batch size: 39, lr: 4.00e-04
2022-08-25 11:29:17,700 INFO [train.py:927] (4/8) Epoch 9, batch 8300, giga_loss[loss=0.2332, simple_loss=0.3166, pruned_loss=0.07496, over 12399.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02621, over 91.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2996, pruned_loss=0.06114, over 2478059.79 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06842, over 25013.11 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2987, pruned_loss=0.06056, over 2429958.74 frames. utt_duration=1230 frames, utt_pad_proportion=0.06199, over 7908.97 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2991, pruned_loss=0.06096, over 2478558.05 frames. utt_duration=370.3 frames, utt_pad_proportion=0.06685, over 26857.09 utterances.], batch size: 91, lr: 4.00e-04
2022-08-25 11:31:29,896 INFO [train.py:927] (4/8) Epoch 9, batch 8350, giga_loss[loss=0.1786, simple_loss=0.2723, pruned_loss=0.04247, over 12399.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.04158, over 105.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2977, pruned_loss=0.06085, over 2478621.48 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06911, over 24785.50 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2986, pruned_loss=0.06064, over 2431706.56 frames. utt_duration=1223 frames, utt_pad_proportion=0.0653, over 7962.70 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2974, pruned_loss=0.06065, over 2478942.09 frames. utt_duration=372 frames, utt_pad_proportion=0.06691, over 26738.00 utterances.], batch size: 105, lr: 4.00e-04
2022-08-25 11:33:36,801 INFO [train.py:927] (4/8) Epoch 9, batch 8400, giga_loss[loss=0.1977, simple_loss=0.2832, pruned_loss=0.05605, over 12447.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.02864, over 80.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2949, pruned_loss=0.05945, over 2478625.35 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06865, over 24097.48 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2988, pruned_loss=0.06075, over 2432423.90 frames. utt_duration=1225 frames, utt_pad_proportion=0.06439, over 7950.57 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2944, pruned_loss=0.05919, over 2479067.10 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06716, over 25954.05 utterances.], batch size: 80, lr: 4.00e-04
2022-08-25 11:35:40,405 INFO [train.py:927] (4/8) Epoch 9, batch 8450, giga_loss[loss=0.2159, simple_loss=0.3069, pruned_loss=0.06242, over 12360.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03631, over 132.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2977, pruned_loss=0.0612, over 2478255.82 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06759, over 24023.84 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2992, pruned_loss=0.06101, over 2432955.23 frames. utt_duration=1226 frames, utt_pad_proportion=0.06358, over 7947.60 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2969, pruned_loss=0.06077, over 2478946.50 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06669, over 25790.38 utterances.], batch size: 132, lr: 4.00e-04
2022-08-25 11:37:36,645 INFO [train.py:927] (4/8) Epoch 9, batch 8500, giga_loss[loss=0.2449, simple_loss=0.3211, pruned_loss=0.08431, over 12394.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.0976, over 256.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2972, pruned_loss=0.06226, over 2478013.96 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07115, over 24957.83 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.299, pruned_loss=0.06091, over 2433205.35 frames. utt_duration=1229 frames, utt_pad_proportion=0.06314, over 7930.18 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2968, pruned_loss=0.06201, over 2478725.99 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07039, over 26502.54 utterances.], batch size: 256, lr: 4.00e-04
2022-08-25 11:39:42,241 INFO [train.py:927] (4/8) Epoch 9, batch 8550, giga_loss[loss=0.2124, simple_loss=0.3023, pruned_loss=0.06128, over 12437.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05625, over 182.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2976, pruned_loss=0.06205, over 2477906.04 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07046, over 25031.25 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2989, pruned_loss=0.06093, over 2434228.44 frames. utt_duration=1229 frames, utt_pad_proportion=0.06267, over 7931.44 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2973, pruned_loss=0.06185, over 2478741.44 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07011, over 26741.99 utterances.], batch size: 182, lr: 4.00e-04
2022-08-25 11:42:09,083 INFO [train.py:927] (4/8) Epoch 9, batch 8600, giga_loss[loss=0.1788, simple_loss=0.2642, pruned_loss=0.04675, over 12364.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.02925, over 51.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2963, pruned_loss=0.06132, over 2478069.59 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06784, over 24839.26 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.298, pruned_loss=0.06065, over 2435288.89 frames. utt_duration=1236 frames, utt_pad_proportion=0.0616, over 7890.64 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2968, pruned_loss=0.06141, over 2478756.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.06806, over 26627.87 utterances.], batch size: 51, lr: 4.00e-04
2022-08-25 11:44:14,603 INFO [train.py:927] (4/8) Epoch 9, batch 8650, giga_loss[loss=0.2142, simple_loss=0.2908, pruned_loss=0.06883, over 12412.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07328, over 212.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2916, pruned_loss=0.05983, over 2477363.41 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06562, over 24305.48 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2975, pruned_loss=0.06053, over 2435380.64 frames. utt_duration=1242 frames, utt_pad_proportion=0.06089, over 7850.13 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2924, pruned_loss=0.06001, over 2478601.67 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06615, over 26055.83 utterances.], batch size: 212, lr: 4.00e-04
2022-08-25 11:46:06,877 INFO [train.py:927] (4/8) Epoch 9, batch 8700, giga_loss[loss=0.2507, simple_loss=0.3165, pruned_loss=0.09245, over 12407.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06941, over 212.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2906, pruned_loss=0.05951, over 2477155.59 frames. utt_duration=397 frames, utt_pad_proportion=0.07035, over 25033.11 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2973, pruned_loss=0.06048, over 2435422.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.06079, over 7837.88 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2913, pruned_loss=0.05969, over 2478272.34 frames. utt_duration=375.4 frames, utt_pad_proportion=0.07056, over 26489.84 utterances.], batch size: 212, lr: 4.00e-04
2022-08-25 11:48:09,976 INFO [train.py:927] (4/8) Epoch 9, batch 8750, giga_loss[loss=0.1908, simple_loss=0.2874, pruned_loss=0.04714, over 12320.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03552, over 51.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2888, pruned_loss=0.05804, over 2477364.98 frames. utt_duration=401.1 frames, utt_pad_proportion=0.0697, over 24777.92 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2974, pruned_loss=0.06056, over 2435481.62 frames. utt_duration=1245 frames, utt_pad_proportion=0.06055, over 7832.69 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2892, pruned_loss=0.05811, over 2478373.02 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06998, over 26001.14 utterances.], batch size: 51, lr: 4.00e-04
2022-08-25 11:50:24,630 INFO [train.py:927] (4/8) Epoch 9, batch 8800, giga_loss[loss=0.2054, simple_loss=0.2947, pruned_loss=0.05802, over 12455.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02825, over 80.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2883, pruned_loss=0.05766, over 2477726.31 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06908, over 24591.77 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2975, pruned_loss=0.06055, over 2436091.87 frames. utt_duration=1250 frames, utt_pad_proportion=0.05944, over 7806.07 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2884, pruned_loss=0.05765, over 2478940.33 frames. utt_duration=382.7 frames, utt_pad_proportion=0.0697, over 25993.32 utterances.], batch size: 80, lr: 4.00e-04
2022-08-25 11:52:32,616 INFO [train.py:927] (4/8) Epoch 9, batch 8850, giga_loss[loss=0.1876, simple_loss=0.2787, pruned_loss=0.04827, over 12444.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03607, over 105.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2882, pruned_loss=0.0574, over 2478131.61 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06777, over 24261.44 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2975, pruned_loss=0.0606, over 2436856.92 frames. utt_duration=1247 frames, utt_pad_proportion=0.05957, over 7826.77 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2881, pruned_loss=0.05732, over 2478963.06 frames. utt_duration=389 frames, utt_pad_proportion=0.06835, over 25567.69 utterances.], batch size: 105, lr: 4.00e-04
2022-08-25 11:54:36,583 INFO [train.py:927] (4/8) Epoch 9, batch 8900, giga_loss[loss=0.2127, simple_loss=0.3112, pruned_loss=0.05705, over 12365.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02893, over 91.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2871, pruned_loss=0.05678, over 2477734.88 frames. utt_duration=403.3 frames, utt_pad_proportion=0.0687, over 24646.13 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2974, pruned_loss=0.06052, over 2436895.63 frames. utt_duration=1248 frames, utt_pad_proportion=0.05936, over 7818.63 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2872, pruned_loss=0.05678, over 2478540.54 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06919, over 25754.13 utterances.], batch size: 91, lr: 4.00e-04
2022-08-25 11:56:35,439 INFO [train.py:927] (4/8) Epoch 9, batch 8950, giga_loss[loss=0.191, simple_loss=0.2971, pruned_loss=0.04243, over 12389.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.0361, over 75.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2902, pruned_loss=0.05706, over 2477617.10 frames. utt_duration=410 frames, utt_pad_proportion=0.06635, over 24240.22 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2972, pruned_loss=0.06037, over 2437384.23 frames. utt_duration=1253 frames, utt_pad_proportion=0.05823, over 7790.50 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2902, pruned_loss=0.05711, over 2478765.86 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06722, over 25535.62 utterances.], batch size: 75, lr: 4.00e-04
2022-08-25 11:58:42,998 INFO [train.py:927] (4/8) Epoch 9, batch 9000, libri_loss[loss=0.1785, simple_loss=0.2586, pruned_loss=0.04921, over 12224.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009152, over 29.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.29, pruned_loss=0.05652, over 2477546.10 frames. utt_duration=408.3 frames, utt_pad_proportion=0.0671, over 24346.29 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2969, pruned_loss=0.06025, over 2437893.81 frames. utt_duration=1259 frames, utt_pad_proportion=0.05719, over 7756.05 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2901, pruned_loss=0.05659, over 2478911.12 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06811, over 25794.88 utterances.], batch size: 29, lr: 4.00e-04
2022-08-25 11:58:42,999 INFO [train.py:958] (4/8) Computing validation loss
2022-08-25 11:58:56,847 INFO [train.py:967] (4/8) Epoch 9, validation: loss=0.1808, simple_loss=0.2906, pruned_loss=0.03546, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 12:01:01,089 INFO [train.py:927] (4/8) Epoch 9, batch 9050, giga_loss[loss=0.1902, simple_loss=0.2788, pruned_loss=0.0508, over 12178.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03512, over 39.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2885, pruned_loss=0.05543, over 2477253.94 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06465, over 23957.03 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2966, pruned_loss=0.06017, over 2438468.87 frames. utt_duration=1261 frames, utt_pad_proportion=0.05643, over 7741.91 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2887, pruned_loss=0.05549, over 2478542.91 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06585, over 25421.74 utterances.], batch size: 39, lr: 4.00e-04
2022-08-25 12:03:01,957 INFO [train.py:927] (4/8) Epoch 9, batch 9100, giga_loss[loss=0.181, simple_loss=0.274, pruned_loss=0.04403, over 12399.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.0292, over 58.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2874, pruned_loss=0.05542, over 2477259.23 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06498, over 23704.19 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2969, pruned_loss=0.06045, over 2439267.79 frames. utt_duration=1257 frames, utt_pad_proportion=0.05656, over 7771.73 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2871, pruned_loss=0.05514, over 2478254.21 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06597, over 25125.71 utterances.], batch size: 58, lr: 3.99e-04
2022-08-25 12:05:09,447 INFO [train.py:927] (4/8) Epoch 9, batch 9150, giga_loss[loss=0.2156, simple_loss=0.3027, pruned_loss=0.06429, over 12433.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.02967, over 122.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.289, pruned_loss=0.05626, over 2476986.80 frames. utt_duration=422.1 frames, utt_pad_proportion=0.0641, over 23542.08 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2964, pruned_loss=0.06026, over 2440368.23 frames. utt_duration=1253 frames, utt_pad_proportion=0.05865, over 7797.29 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2889, pruned_loss=0.05606, over 2478175.94 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06448, over 25252.38 utterances.], batch size: 122, lr: 3.99e-04
2022-08-25 12:07:08,504 INFO [train.py:927] (4/8) Epoch 9, batch 9200, giga_loss[loss=0.2238, simple_loss=0.3149, pruned_loss=0.06637, over 12353.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.291, pruned_loss=0.05821, over 2477672.90 frames. utt_duration=402.8 frames, utt_pad_proportion=0.06749, over 24678.37 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2963, pruned_loss=0.06019, over 2441295.53 frames. utt_duration=1252 frames, utt_pad_proportion=0.05854, over 7807.30 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.291, pruned_loss=0.05807, over 2478453.18 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06765, over 26304.35 utterances.], batch size: 97, lr: 3.99e-04
2022-08-25 12:09:12,584 INFO [train.py:927] (4/8) Epoch 9, batch 9250, giga_loss[loss=0.2132, simple_loss=0.2938, pruned_loss=0.06633, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02143, over 45.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2939, pruned_loss=0.0595, over 2477542.02 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06699, over 25216.48 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2963, pruned_loss=0.0602, over 2441643.29 frames. utt_duration=1256 frames, utt_pad_proportion=0.05765, over 7787.36 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2939, pruned_loss=0.05935, over 2478467.66 frames. utt_duration=371 frames, utt_pad_proportion=0.0674, over 26811.65 utterances.], batch size: 45, lr: 3.99e-04
2022-08-25 12:11:28,590 INFO [train.py:927] (4/8) Epoch 9, batch 9300, giga_loss[loss=0.1876, simple_loss=0.2755, pruned_loss=0.04984, over 12427.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05768, over 182.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2935, pruned_loss=0.06009, over 2478287.11 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06984, over 26271.16 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2965, pruned_loss=0.06046, over 2442664.16 frames. utt_duration=1257 frames, utt_pad_proportion=0.05686, over 7779.96 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2932, pruned_loss=0.05971, over 2478907.35 frames. utt_duration=355.7 frames, utt_pad_proportion=0.07029, over 27966.47 utterances.], batch size: 182, lr: 3.99e-04
2022-08-25 12:13:28,472 INFO [train.py:927] (4/8) Epoch 9, batch 9350, giga_loss[loss=0.2123, simple_loss=0.2925, pruned_loss=0.06607, over 12420.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07226, over 212.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2933, pruned_loss=0.05962, over 2478363.67 frames. utt_duration=393.7 frames, utt_pad_proportion=0.0669, over 25258.15 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2964, pruned_loss=0.06037, over 2443270.52 frames. utt_duration=1257 frames, utt_pad_proportion=0.05624, over 7781.19 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2931, pruned_loss=0.05939, over 2478953.26 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06765, over 26909.95 utterances.], batch size: 212, lr: 3.99e-04
2022-08-25 12:15:34,049 INFO [train.py:927] (4/8) Epoch 9, batch 9400, giga_loss[loss=0.2114, simple_loss=0.2905, pruned_loss=0.06614, over 12420.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09974, over 257.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2914, pruned_loss=0.05885, over 2477634.67 frames. utt_duration=400 frames, utt_pad_proportion=0.06805, over 24850.13 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2959, pruned_loss=0.06009, over 2443678.66 frames. utt_duration=1263 frames, utt_pad_proportion=0.05521, over 7750.00 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2915, pruned_loss=0.05888, over 2478476.62 frames. utt_duration=374.2 frames, utt_pad_proportion=0.06893, over 26577.64 utterances.], batch size: 257, lr: 3.99e-04
2022-08-25 12:17:37,572 INFO [train.py:927] (4/8) Epoch 9, batch 9450, giga_loss[loss=0.2175, simple_loss=0.3153, pruned_loss=0.05989, over 12472.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02381, over 80.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2904, pruned_loss=0.05725, over 2477603.36 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06818, over 24153.70 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2959, pruned_loss=0.06004, over 2443874.74 frames. utt_duration=1264 frames, utt_pad_proportion=0.05486, over 7744.48 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2905, pruned_loss=0.05729, over 2478406.94 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06903, over 25674.49 utterances.], batch size: 80, lr: 3.99e-04
2022-08-25 12:19:31,350 INFO [train.py:927] (4/8) Epoch 9, batch 9500, giga_loss[loss=0.1979, simple_loss=0.2944, pruned_loss=0.05076, over 12355.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04697, over 146.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2914, pruned_loss=0.05606, over 2477508.97 frames. utt_duration=424.7 frames, utt_pad_proportion=0.06479, over 23399.38 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.296, pruned_loss=0.06004, over 2444294.53 frames. utt_duration=1264 frames, utt_pad_proportion=0.05433, over 7744.93 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2913, pruned_loss=0.05604, over 2478505.70 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06589, over 24947.39 utterances.], batch size: 146, lr: 3.99e-04
2022-08-25 12:21:42,766 INFO [train.py:927] (4/8) Epoch 9, batch 9550, giga_loss[loss=0.1999, simple_loss=0.2953, pruned_loss=0.05225, over 12419.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.02838, over 122.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2921, pruned_loss=0.05702, over 2477508.40 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06993, over 24195.96 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2958, pruned_loss=0.06, over 2444864.41 frames. utt_duration=1268 frames, utt_pad_proportion=0.05354, over 7723.12 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05697, over 2478373.85 frames. utt_duration=386.9 frames, utt_pad_proportion=0.07071, over 25700.87 utterances.], batch size: 122, lr: 3.99e-04
2022-08-25 12:23:56,945 INFO [train.py:927] (4/8) Epoch 9, batch 9600, giga_loss[loss=0.1727, simple_loss=0.2731, pruned_loss=0.03615, over 12475.00 frames. utt_duration=704 frames, utt_pad_proportion=0.03433, over 71.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2917, pruned_loss=0.05676, over 2478107.89 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07119, over 24760.09 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2953, pruned_loss=0.05991, over 2445954.93 frames. utt_duration=1269 frames, utt_pad_proportion=0.05353, over 7720.63 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2921, pruned_loss=0.05674, over 2478688.34 frames. utt_duration=376.3 frames, utt_pad_proportion=0.07188, over 26429.69 utterances.], batch size: 71, lr: 3.99e-04
2022-08-25 12:26:16,676 INFO [train.py:927] (4/8) Epoch 9, batch 9650, giga_loss[loss=0.2301, simple_loss=0.3198, pruned_loss=0.07024, over 12405.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04403, over 146.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.294, pruned_loss=0.05726, over 2477939.05 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06699, over 24249.14 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.295, pruned_loss=0.0599, over 2446415.83 frames. utt_duration=1272 frames, utt_pad_proportion=0.05264, over 7704.65 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2945, pruned_loss=0.05718, over 2478735.58 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06813, over 25981.94 utterances.], batch size: 146, lr: 3.99e-04
2022-08-25 12:28:41,833 INFO [train.py:927] (4/8) Epoch 9, batch 9700, giga_loss[loss=0.2101, simple_loss=0.2914, pruned_loss=0.06442, over 12463.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02908, over 80.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2949, pruned_loss=0.05742, over 2477616.24 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06435, over 23748.08 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2954, pruned_loss=0.06003, over 2446528.42 frames. utt_duration=1268 frames, utt_pad_proportion=0.05302, over 7726.47 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2949, pruned_loss=0.05721, over 2478422.76 frames. utt_duration=394 frames, utt_pad_proportion=0.06537, over 25235.67 utterances.], batch size: 80, lr: 3.99e-04
2022-08-25 12:30:55,217 INFO [train.py:927] (4/8) Epoch 9, batch 9750, giga_loss[loss=0.1721, simple_loss=0.2621, pruned_loss=0.04102, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03388, over 40.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2938, pruned_loss=0.05658, over 2478201.93 frames. utt_duration=425 frames, utt_pad_proportion=0.06051, over 23389.27 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2958, pruned_loss=0.05994, over 2446980.44 frames. utt_duration=1267 frames, utt_pad_proportion=0.05251, over 7735.52 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2935, pruned_loss=0.05645, over 2478851.54 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06171, over 24770.93 utterances.], batch size: 40, lr: 3.99e-04
2022-08-25 12:32:56,714 INFO [train.py:927] (4/8) Epoch 9, batch 9800, giga_loss[loss=0.1931, simple_loss=0.2881, pruned_loss=0.04903, over 12454.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03169, over 75.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2937, pruned_loss=0.05667, over 2478137.70 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06148, over 23367.78 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2957, pruned_loss=0.05993, over 2447518.85 frames. utt_duration=1259 frames, utt_pad_proportion=0.05595, over 7787.94 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2934, pruned_loss=0.05648, over 2478976.78 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06136, over 24829.57 utterances.], batch size: 75, lr: 3.99e-04
2022-08-25 12:34:53,585 INFO [train.py:927] (4/8) Epoch 9, batch 9850, libri_loss[loss=0.2228, simple_loss=0.3152, pruned_loss=0.06521, over 12441.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03519, over 46.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2956, pruned_loss=0.0576, over 2477879.96 frames. utt_duration=424.5 frames, utt_pad_proportion=0.06009, over 23413.42 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2956, pruned_loss=0.05986, over 2447915.33 frames. utt_duration=1260 frames, utt_pad_proportion=0.05543, over 7783.19 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2954, pruned_loss=0.05747, over 2478596.20 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06023, over 24792.83 utterances.], batch size: 46, lr: 3.99e-04
2022-08-25 12:36:52,436 INFO [train.py:927] (4/8) Epoch 9, batch 9900, giga_loss[loss=0.2137, simple_loss=0.296, pruned_loss=0.06569, over 12405.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03176, over 80.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2941, pruned_loss=0.05782, over 2477505.04 frames. utt_duration=426.5 frames, utt_pad_proportion=0.05826, over 23302.42 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2955, pruned_loss=0.0598, over 2448002.20 frames. utt_duration=1263 frames, utt_pad_proportion=0.05482, over 7764.55 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2941, pruned_loss=0.05774, over 2478406.70 frames. utt_duration=403.7 frames, utt_pad_proportion=0.05865, over 24630.56 utterances.], batch size: 80, lr: 3.99e-04
2022-08-25 12:38:37,984 INFO [train.py:927] (4/8) Epoch 9, batch 9950, giga_loss[loss=0.2358, simple_loss=0.3248, pruned_loss=0.07337, over 12375.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02801, over 91.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2984, pruned_loss=0.06081, over 2477178.38 frames. utt_duration=436.4 frames, utt_pad_proportion=0.05989, over 22768.96 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2955, pruned_loss=0.05986, over 2448784.87 frames. utt_duration=1252 frames, utt_pad_proportion=0.0579, over 7834.59 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2984, pruned_loss=0.06067, over 2478111.53 frames. utt_duration=410.1 frames, utt_pad_proportion=0.05938, over 24241.22 utterances.], batch size: 91, lr: 3.99e-04
2022-08-25 12:40:23,500 INFO [train.py:927] (4/8) Epoch 9, batch 10000, giga_loss[loss=0.2362, simple_loss=0.317, pruned_loss=0.07772, over 12389.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07334, over 212.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3032, pruned_loss=0.06361, over 2476596.52 frames. utt_duration=453.8 frames, utt_pad_proportion=0.06137, over 21892.97 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2954, pruned_loss=0.05985, over 2448908.10 frames. utt_duration=1250 frames, utt_pad_proportion=0.05813, over 7847.19 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3033, pruned_loss=0.06355, over 2477600.53 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06078, over 23240.35 utterances.], batch size: 212, lr: 3.99e-04
2022-08-25 12:42:08,708 INFO [train.py:927] (4/8) Epoch 9, batch 10050, giga_loss[loss=0.18, simple_loss=0.262, pruned_loss=0.04896, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02589, over 45.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2991, pruned_loss=0.06271, over 2475493.39 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06095, over 21443.62 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2957, pruned_loss=0.05993, over 2449172.81 frames. utt_duration=1254 frames, utt_pad_proportion=0.0574, over 7823.37 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2991, pruned_loss=0.06266, over 2476521.48 frames. utt_duration=436.3 frames, utt_pad_proportion=0.06073, over 22769.93 utterances.], batch size: 45, lr: 3.99e-04
2022-08-25 12:43:53,043 INFO [train.py:927] (4/8) Epoch 9, batch 10100, giga_loss[loss=0.1495, simple_loss=0.2372, pruned_loss=0.03087, over 12370.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02703, over 66.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2919, pruned_loss=0.06006, over 2475963.48 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06366, over 20891.83 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2959, pruned_loss=0.05982, over 2449604.73 frames. utt_duration=1259 frames, utt_pad_proportion=0.05635, over 7791.11 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2917, pruned_loss=0.06014, over 2476964.88 frames. utt_duration=446.3 frames, utt_pad_proportion=0.06366, over 22265.52 utterances.], batch size: 66, lr: 3.99e-04
2022-08-25 12:45:35,690 INFO [train.py:927] (4/8) Epoch 9, batch 10150, giga_loss[loss=0.1608, simple_loss=0.2553, pruned_loss=0.03308, over 12384.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02728, over 70.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2837, pruned_loss=0.05723, over 2475936.42 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06206, over 20465.21 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2957, pruned_loss=0.05975, over 2449808.71 frames. utt_duration=1260 frames, utt_pad_proportion=0.05614, over 7784.15 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2836, pruned_loss=0.05736, over 2476647.39 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06222, over 21610.23 utterances.], batch size: 70, lr: 3.99e-04
2022-08-25 12:47:19,870 INFO [train.py:927] (4/8) Epoch 9, batch 10200, giga_loss[loss=0.1673, simple_loss=0.2475, pruned_loss=0.04354, over 12397.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.02856, over 62.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2793, pruned_loss=0.05581, over 2475747.10 frames. utt_duration=490.9 frames, utt_pad_proportion=0.06493, over 20229.68 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2955, pruned_loss=0.05963, over 2450717.77 frames. utt_duration=1265 frames, utt_pad_proportion=0.05464, over 7761.20 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2791, pruned_loss=0.05591, over 2476313.68 frames. utt_duration=460.8 frames, utt_pad_proportion=0.06542, over 21559.18 utterances.], batch size: 62, lr: 3.98e-04
2022-08-25 12:49:02,984 INFO [train.py:927] (4/8) Epoch 9, batch 10250, giga_loss[loss=0.1671, simple_loss=0.2511, pruned_loss=0.04152, over 12338.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03286, over 51.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2744, pruned_loss=0.05439, over 2474842.41 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06545, over 19791.73 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2951, pruned_loss=0.05957, over 2450933.68 frames. utt_duration=1269 frames, utt_pad_proportion=0.05376, over 7736.75 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.274, pruned_loss=0.05439, over 2475745.77 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06621, over 21209.79 utterances.], batch size: 51, lr: 3.98e-04
2022-08-25 12:50:47,779 INFO [train.py:927] (4/8) Epoch 9, batch 10300, giga_loss[loss=0.1734, simple_loss=0.2602, pruned_loss=0.04329, over 12376.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02808, over 70.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2715, pruned_loss=0.05357, over 2474142.04 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06886, over 19867.39 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2953, pruned_loss=0.05956, over 2451468.89 frames. utt_duration=1265 frames, utt_pad_proportion=0.05377, over 7760.81 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2702, pruned_loss=0.05339, over 2475128.01 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06943, over 21378.46 utterances.], batch size: 70, lr: 3.98e-04
2022-08-25 12:52:29,485 INFO [train.py:927] (4/8) Epoch 9, batch 10350, giga_loss[loss=0.1643, simple_loss=0.2527, pruned_loss=0.03798, over 12343.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03613, over 104.00 utterances.], tot_loss[loss=0.185, simple_loss=0.2672, pruned_loss=0.05144, over 2473997.24 frames. utt_duration=525 frames, utt_pad_proportion=0.06633, over 18900.76 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2954, pruned_loss=0.05961, over 2452248.86 frames. utt_duration=1265 frames, utt_pad_proportion=0.05267, over 7761.29 utterances.], giga_tot_loss[loss=0.1836, simple_loss=0.2653, pruned_loss=0.05101, over 2474773.42 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06751, over 20492.67 utterances.], batch size: 104, lr: 3.98e-04
2022-08-25 12:54:14,255 INFO [train.py:927] (4/8) Epoch 9, batch 10400, giga_loss[loss=0.1902, simple_loss=0.2615, pruned_loss=0.05946, over 12363.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2034, over 369.00 utterances.], tot_loss[loss=0.181, simple_loss=0.2625, pruned_loss=0.04979, over 2473827.24 frames. utt_duration=513 frames, utt_pad_proportion=0.0734, over 19344.63 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2947, pruned_loss=0.05936, over 2452707.72 frames. utt_duration=1272 frames, utt_pad_proportion=0.05111, over 7722.44 utterances.], giga_tot_loss[loss=0.1795, simple_loss=0.2604, pruned_loss=0.04933, over 2474821.41 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07447, over 21062.59 utterances.], batch size: 369, lr: 3.98e-04
2022-08-25 12:55:59,244 INFO [train.py:927] (4/8) Epoch 9, batch 10450, libri_loss[loss=0.1745, simple_loss=0.2518, pruned_loss=0.04854, over 12468.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008561, over 29.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2688, pruned_loss=0.05295, over 2474209.14 frames. utt_duration=506.4 frames, utt_pad_proportion=0.07211, over 19600.63 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2945, pruned_loss=0.05931, over 2452905.96 frames. utt_duration=1264 frames, utt_pad_proportion=0.05386, over 7771.07 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.2667, pruned_loss=0.05245, over 2475271.85 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07245, over 21187.06 utterances.], batch size: 29, lr: 3.98e-04
2022-08-25 12:57:42,437 INFO [train.py:927] (4/8) Epoch 9, batch 10500, libri_loss[loss=0.2199, simple_loss=0.3103, pruned_loss=0.06468, over 12395.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02475, over 43.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2787, pruned_loss=0.05733, over 2473996.06 frames. utt_duration=525.9 frames, utt_pad_proportion=0.07026, over 18869.64 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2939, pruned_loss=0.05898, over 2453597.07 frames. utt_duration=1273 frames, utt_pad_proportion=0.05219, over 7721.73 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2768, pruned_loss=0.0571, over 2475083.85 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07155, over 20699.52 utterances.], batch size: 43, lr: 3.98e-04
2022-08-25 12:59:26,911 INFO [train.py:927] (4/8) Epoch 9, batch 10550, giga_loss[loss=0.2038, simple_loss=0.2892, pruned_loss=0.05924, over 12247.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03081, over 45.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2843, pruned_loss=0.05893, over 2473912.94 frames. utt_duration=518.1 frames, utt_pad_proportion=0.07281, over 19154.47 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2938, pruned_loss=0.05897, over 2454103.17 frames. utt_duration=1269 frames, utt_pad_proportion=0.05258, over 7745.44 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2826, pruned_loss=0.05874, over 2474668.77 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07365, over 20782.07 utterances.], batch size: 45, lr: 3.98e-04
2022-08-25 13:01:10,716 INFO [train.py:927] (4/8) Epoch 9, batch 10600, giga_loss[loss=0.2194, simple_loss=0.3018, pruned_loss=0.06848, over 12410.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.0464, over 31.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2884, pruned_loss=0.0602, over 2473593.30 frames. utt_duration=526.9 frames, utt_pad_proportion=0.07216, over 18831.51 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2942, pruned_loss=0.05889, over 2454261.50 frames. utt_duration=1269 frames, utt_pad_proportion=0.05189, over 7742.79 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2865, pruned_loss=0.06012, over 2474501.82 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07331, over 20388.15 utterances.], batch size: 31, lr: 3.98e-04
2022-08-25 13:02:55,783 INFO [train.py:927] (4/8) Epoch 9, batch 10650, giga_loss[loss=0.2415, simple_loss=0.3236, pruned_loss=0.07971, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02962, over 91.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2932, pruned_loss=0.06335, over 2472684.68 frames. utt_duration=533.5 frames, utt_pad_proportion=0.07306, over 18590.91 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2944, pruned_loss=0.05903, over 2454666.68 frames. utt_duration=1269 frames, utt_pad_proportion=0.05154, over 7744.97 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2914, pruned_loss=0.0632, over 2473387.81 frames. utt_duration=496 frames, utt_pad_proportion=0.07416, over 20006.73 utterances.], batch size: 91, lr: 3.98e-04
2022-08-25 13:04:39,284 INFO [train.py:927] (4/8) Epoch 9, batch 10700, giga_loss[loss=0.2386, simple_loss=0.3351, pruned_loss=0.07107, over 12366.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04041, over 145.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2982, pruned_loss=0.06577, over 2473188.92 frames. utt_duration=535.6 frames, utt_pad_proportion=0.07079, over 18522.90 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2942, pruned_loss=0.05897, over 2455057.59 frames. utt_duration=1274 frames, utt_pad_proportion=0.05028, over 7714.52 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.297, pruned_loss=0.06587, over 2473966.69 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0725, over 20029.59 utterances.], batch size: 145, lr: 3.98e-04
2022-08-25 13:06:22,842 INFO [train.py:927] (4/8) Epoch 9, batch 10750, giga_loss[loss=0.2279, simple_loss=0.3206, pruned_loss=0.06758, over 12406.00 frames. utt_duration=856.8 frames, utt_pad_proportion=0.02856, over 58.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3015, pruned_loss=0.06669, over 2472802.91 frames. utt_duration=552.3 frames, utt_pad_proportion=0.0685, over 17958.66 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2941, pruned_loss=0.05897, over 2455214.41 frames. utt_duration=1278 frames, utt_pad_proportion=0.04955, over 7694.36 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3007, pruned_loss=0.0669, over 2473622.51 frames. utt_duration=512.4 frames, utt_pad_proportion=0.07046, over 19365.94 utterances.], batch size: 58, lr: 3.98e-04
2022-08-25 13:08:08,541 INFO [train.py:927] (4/8) Epoch 9, batch 10800, giga_loss[loss=0.214, simple_loss=0.3033, pruned_loss=0.06232, over 12371.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.03158, over 104.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3021, pruned_loss=0.066, over 2472619.85 frames. utt_duration=542.1 frames, utt_pad_proportion=0.07237, over 18294.40 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2938, pruned_loss=0.05885, over 2455136.34 frames. utt_duration=1279 frames, utt_pad_proportion=0.04938, over 7685.89 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3018, pruned_loss=0.0663, over 2473415.47 frames. utt_duration=510.1 frames, utt_pad_proportion=0.07377, over 19453.47 utterances.], batch size: 104, lr: 3.98e-04
2022-08-25 13:09:52,832 INFO [train.py:927] (4/8) Epoch 9, batch 10850, giga_loss[loss=0.2005, simple_loss=0.289, pruned_loss=0.05597, over 12439.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03891, over 40.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3017, pruned_loss=0.06517, over 2472494.89 frames. utt_duration=573.7 frames, utt_pad_proportion=0.07008, over 17282.70 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2936, pruned_loss=0.0587, over 2456350.24 frames. utt_duration=1280 frames, utt_pad_proportion=0.04872, over 7683.82 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.302, pruned_loss=0.06585, over 2472695.06 frames. utt_duration=531.8 frames, utt_pad_proportion=0.07204, over 18651.76 utterances.], batch size: 40, lr: 3.98e-04
2022-08-25 13:11:35,886 INFO [train.py:927] (4/8) Epoch 9, batch 10900, giga_loss[loss=0.236, simple_loss=0.3219, pruned_loss=0.07511, over 12354.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02909, over 91.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3026, pruned_loss=0.0665, over 2472589.71 frames. utt_duration=604 frames, utt_pad_proportion=0.06482, over 16415.56 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2937, pruned_loss=0.05868, over 2456827.80 frames. utt_duration=1280 frames, utt_pad_proportion=0.04845, over 7689.41 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.303, pruned_loss=0.06726, over 2472850.08 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06721, over 17794.36 utterances.], batch size: 91, lr: 3.98e-04
2022-08-25 13:13:21,952 INFO [train.py:927] (4/8) Epoch 9, batch 10950, giga_loss[loss=0.2276, simple_loss=0.3023, pruned_loss=0.07644, over 12368.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02817, over 91.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3038, pruned_loss=0.06881, over 2471983.31 frames. utt_duration=614.9 frames, utt_pad_proportion=0.06442, over 16119.04 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2937, pruned_loss=0.05869, over 2457056.26 frames. utt_duration=1282 frames, utt_pad_proportion=0.04776, over 7672.68 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3044, pruned_loss=0.06958, over 2472264.94 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06677, over 17387.98 utterances.], batch size: 91, lr: 3.98e-04
2022-08-25 13:15:15,185 INFO [train.py:927] (4/8) Epoch 9, batch 11000, giga_loss[loss=0.2368, simple_loss=0.3218, pruned_loss=0.0759, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02665, over 48.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3031, pruned_loss=0.06876, over 2472697.35 frames. utt_duration=606.8 frames, utt_pad_proportion=0.0598, over 16340.98 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2937, pruned_loss=0.05876, over 2457180.17 frames. utt_duration=1285 frames, utt_pad_proportion=0.04724, over 7658.70 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3036, pruned_loss=0.06945, over 2473027.41 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06222, over 17484.07 utterances.], batch size: 48, lr: 3.98e-04
2022-08-25 13:17:01,374 INFO [train.py:927] (4/8) Epoch 9, batch 11050, giga_loss[loss=0.2008, simple_loss=0.284, pruned_loss=0.05881, over 12428.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03142, over 80.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3011, pruned_loss=0.06726, over 2473147.51 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06496, over 16990.32 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05849, over 2457821.65 frames. utt_duration=1283 frames, utt_pad_proportion=0.04717, over 7671.74 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3019, pruned_loss=0.06828, over 2473262.01 frames. utt_duration=547.7 frames, utt_pad_proportion=0.0667, over 18113.64 utterances.], batch size: 80, lr: 3.98e-04
2022-08-25 13:18:48,939 INFO [train.py:927] (4/8) Epoch 9, batch 11100, libri_loss[loss=0.1596, simple_loss=0.2455, pruned_loss=0.03689, over 12224.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.02916, over 27.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2969, pruned_loss=0.06529, over 2472999.44 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06321, over 17406.60 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2936, pruned_loss=0.0584, over 2457701.83 frames. utt_duration=1288 frames, utt_pad_proportion=0.04618, over 7640.50 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2977, pruned_loss=0.06645, over 2473699.31 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06527, over 18665.12 utterances.], batch size: 27, lr: 3.98e-04
2022-08-25 13:20:32,914 INFO [train.py:927] (4/8) Epoch 9, batch 11150, giga_loss[loss=0.2078, simple_loss=0.2961, pruned_loss=0.05973, over 12416.00 frames. utt_duration=753.9 frames, utt_pad_proportion=0.02341, over 66.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2935, pruned_loss=0.06437, over 2473169.51 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06776, over 18249.86 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2936, pruned_loss=0.05843, over 2457561.64 frames. utt_duration=1277 frames, utt_pad_proportion=0.05092, over 7707.89 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.294, pruned_loss=0.06534, over 2474105.68 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06735, over 19356.63 utterances.], batch size: 66, lr: 3.98e-04
2022-08-25 13:22:18,227 INFO [train.py:927] (4/8) Epoch 9, batch 11200, giga_loss[loss=0.1814, simple_loss=0.2654, pruned_loss=0.04872, over 12394.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03025, over 62.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2929, pruned_loss=0.06438, over 2472997.11 frames. utt_duration=544.2 frames, utt_pad_proportion=0.0692, over 18227.25 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05841, over 2457788.06 frames. utt_duration=1275 frames, utt_pad_proportion=0.0511, over 7719.21 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2934, pruned_loss=0.06526, over 2473750.66 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06889, over 19244.39 utterances.], batch size: 62, lr: 3.98e-04
2022-08-25 13:23:59,015 INFO [train.py:927] (4/8) Epoch 9, batch 11250, giga_loss[loss=0.1735, simple_loss=0.2577, pruned_loss=0.04466, over 12385.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03091, over 62.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2898, pruned_loss=0.06283, over 2473059.57 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06499, over 17230.93 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.0585, over 2458241.21 frames. utt_duration=1265 frames, utt_pad_proportion=0.05519, over 7782.67 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2903, pruned_loss=0.06352, over 2473441.10 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06361, over 18120.02 utterances.], batch size: 62, lr: 3.98e-04
2022-08-25 13:25:42,855 INFO [train.py:927] (4/8) Epoch 9, batch 11300, giga_loss[loss=0.1855, simple_loss=0.2606, pruned_loss=0.05521, over 12191.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03266, over 39.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2862, pruned_loss=0.06117, over 2472237.32 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06007, over 16462.34 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05835, over 2458221.76 frames. utt_duration=1271 frames, utt_pad_proportion=0.05398, over 7745.60 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2867, pruned_loss=0.06196, over 2472973.88 frames. utt_duration=568 frames, utt_pad_proportion=0.05972, over 17460.43 utterances.], batch size: 39, lr: 3.98e-04
2022-08-25 13:27:24,985 INFO [train.py:927] (4/8) Epoch 9, batch 11350, libri_loss[loss=0.1885, simple_loss=0.2893, pruned_loss=0.0439, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00568, over 34.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2831, pruned_loss=0.05958, over 2472072.96 frames. utt_duration=624 frames, utt_pad_proportion=0.0557, over 15885.79 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2928, pruned_loss=0.05811, over 2458022.85 frames. utt_duration=1276 frames, utt_pad_proportion=0.0529, over 7715.52 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2836, pruned_loss=0.06049, over 2473254.97 frames. utt_duration=585 frames, utt_pad_proportion=0.05615, over 16954.78 utterances.], batch size: 34, lr: 3.97e-04
2022-08-25 13:29:07,061 INFO [train.py:927] (4/8) Epoch 9, batch 11400, giga_loss[loss=0.2027, simple_loss=0.2789, pruned_loss=0.06327, over 12440.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03817, over 123.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2812, pruned_loss=0.05921, over 2471893.23 frames. utt_duration=654.6 frames, utt_pad_proportion=0.05175, over 15138.34 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2932, pruned_loss=0.05831, over 2458382.02 frames. utt_duration=1271 frames, utt_pad_proportion=0.0529, over 7743.73 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.281, pruned_loss=0.05981, over 2472879.86 frames. utt_duration=612.9 frames, utt_pad_proportion=0.0524, over 16178.62 utterances.], batch size: 123, lr: 3.97e-04
2022-08-25 13:30:49,665 INFO [train.py:927] (4/8) Epoch 9, batch 11450, giga_loss[loss=0.1845, simple_loss=0.2652, pruned_loss=0.05194, over 12339.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03352, over 58.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2792, pruned_loss=0.05843, over 2471265.04 frames. utt_duration=678.8 frames, utt_pad_proportion=0.05091, over 14595.73 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2934, pruned_loss=0.05857, over 2458869.18 frames. utt_duration=1264 frames, utt_pad_proportion=0.0547, over 7792.70 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2783, pruned_loss=0.05868, over 2472136.10 frames. utt_duration=631.8 frames, utt_pad_proportion=0.05051, over 15687.59 utterances.], batch size: 58, lr: 3.97e-04
2022-08-25 13:32:34,696 INFO [train.py:927] (4/8) Epoch 9, batch 11500, giga_loss[loss=0.2709, simple_loss=0.3416, pruned_loss=0.1002, over 12393.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.0785, over 213.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2803, pruned_loss=0.0593, over 2470820.47 frames. utt_duration=651.7 frames, utt_pad_proportion=0.05501, over 15200.85 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.293, pruned_loss=0.05838, over 2458994.44 frames. utt_duration=1269 frames, utt_pad_proportion=0.05361, over 7759.45 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2795, pruned_loss=0.05967, over 2471727.64 frames. utt_duration=608 frames, utt_pad_proportion=0.05491, over 16300.40 utterances.], batch size: 213, lr: 3.97e-04
2022-08-25 13:34:18,883 INFO [train.py:927] (4/8) Epoch 9, batch 11550, giga_loss[loss=0.295, simple_loss=0.3523, pruned_loss=0.1189, over 12355.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.208, over 371.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2848, pruned_loss=0.06203, over 2471270.72 frames. utt_duration=623.7 frames, utt_pad_proportion=0.06139, over 15885.83 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2935, pruned_loss=0.05859, over 2459233.85 frames. utt_duration=1257 frames, utt_pad_proportion=0.05646, over 7832.51 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2836, pruned_loss=0.06215, over 2471867.93 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05969, over 16755.75 utterances.], batch size: 371, lr: 3.97e-04
2022-08-25 13:36:03,641 INFO [train.py:927] (4/8) Epoch 9, batch 11600, giga_loss[loss=0.2418, simple_loss=0.3143, pruned_loss=0.08463, over 12428.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04788, over 34.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2916, pruned_loss=0.06539, over 2472685.14 frames. utt_duration=590.2 frames, utt_pad_proportion=0.06421, over 16799.58 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2939, pruned_loss=0.05878, over 2459415.52 frames. utt_duration=1259 frames, utt_pad_proportion=0.05579, over 7826.06 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2902, pruned_loss=0.06538, over 2473162.66 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06312, over 17599.42 utterances.], batch size: 34, lr: 3.97e-04
2022-08-25 13:37:47,190 INFO [train.py:927] (4/8) Epoch 9, batch 11650, giga_loss[loss=0.2047, simple_loss=0.2975, pruned_loss=0.05592, over 12391.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.03044, over 62.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2978, pruned_loss=0.0681, over 2473344.80 frames. utt_duration=533.6 frames, utt_pad_proportion=0.07643, over 18592.83 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2939, pruned_loss=0.05865, over 2459541.30 frames. utt_duration=1257 frames, utt_pad_proportion=0.05575, over 7837.40 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2967, pruned_loss=0.06834, over 2473835.91 frames. utt_duration=511.8 frames, utt_pad_proportion=0.07533, over 19389.40 utterances.], batch size: 62, lr: 3.97e-04
2022-08-25 13:39:29,668 INFO [train.py:927] (4/8) Epoch 9, batch 11700, giga_loss[loss=0.1929, simple_loss=0.2831, pruned_loss=0.05135, over 12342.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03587, over 104.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3007, pruned_loss=0.06884, over 2473322.38 frames. utt_duration=518.2 frames, utt_pad_proportion=0.07706, over 19146.71 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2941, pruned_loss=0.05868, over 2460027.30 frames. utt_duration=1245 frames, utt_pad_proportion=0.06014, over 7913.89 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2998, pruned_loss=0.06918, over 2473526.77 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07502, over 19904.97 utterances.], batch size: 104, lr: 3.97e-04
2022-08-25 13:41:12,321 INFO [train.py:927] (4/8) Epoch 9, batch 11750, giga_loss[loss=0.1996, simple_loss=0.2855, pruned_loss=0.0568, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02478, over 48.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2992, pruned_loss=0.06648, over 2473169.03 frames. utt_duration=542.7 frames, utt_pad_proportion=0.07092, over 18278.89 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2945, pruned_loss=0.05872, over 2459890.51 frames. utt_duration=1250 frames, utt_pad_proportion=0.05908, over 7878.31 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2983, pruned_loss=0.06693, over 2473742.83 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06995, over 19152.27 utterances.], batch size: 48, lr: 3.97e-04
2022-08-25 13:42:56,957 INFO [train.py:927] (4/8) Epoch 9, batch 11800, giga_loss[loss=0.2141, simple_loss=0.3105, pruned_loss=0.05882, over 12395.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02854, over 62.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2996, pruned_loss=0.06604, over 2473251.38 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06819, over 17760.56 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2944, pruned_loss=0.05861, over 2459974.25 frames. utt_duration=1253 frames, utt_pad_proportion=0.0584, over 7861.21 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.299, pruned_loss=0.06657, over 2473795.76 frames. utt_duration=533.8 frames, utt_pad_proportion=0.0678, over 18588.65 utterances.], batch size: 62, lr: 3.97e-04
2022-08-25 13:44:42,218 INFO [train.py:927] (4/8) Epoch 9, batch 11850, giga_loss[loss=0.2409, simple_loss=0.3253, pruned_loss=0.07824, over 12394.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05802, over 182.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3027, pruned_loss=0.0684, over 2472179.03 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06709, over 17956.80 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.294, pruned_loss=0.05846, over 2460032.45 frames. utt_duration=1260 frames, utt_pad_proportion=0.05749, over 7819.11 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3028, pruned_loss=0.06916, over 2472856.86 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06724, over 18880.86 utterances.], batch size: 182, lr: 3.97e-04
2022-08-25 13:46:26,680 INFO [train.py:927] (4/8) Epoch 9, batch 11900, giga_loss[loss=0.258, simple_loss=0.3339, pruned_loss=0.09101, over 12430.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05425, over 162.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3033, pruned_loss=0.0693, over 2472623.17 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06483, over 17486.32 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2937, pruned_loss=0.05845, over 2460539.40 frames. utt_duration=1266 frames, utt_pad_proportion=0.05576, over 7784.14 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.304, pruned_loss=0.07028, over 2473132.12 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06588, over 18629.50 utterances.], batch size: 162, lr: 3.97e-04
2022-08-25 13:48:10,181 INFO [train.py:927] (4/8) Epoch 9, batch 11950, giga_loss[loss=0.231, simple_loss=0.3239, pruned_loss=0.06905, over 12416.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04348, over 26.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3025, pruned_loss=0.06837, over 2473004.72 frames. utt_duration=599.2 frames, utt_pad_proportion=0.06267, over 16548.81 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2931, pruned_loss=0.05819, over 2461037.58 frames. utt_duration=1271 frames, utt_pad_proportion=0.05443, over 7755.53 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3039, pruned_loss=0.06977, over 2473397.67 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06438, over 17835.80 utterances.], batch size: 26, lr: 3.97e-04
2022-08-25 13:49:56,644 INFO [train.py:927] (4/8) Epoch 9, batch 12000, giga_loss[loss=0.2153, simple_loss=0.2997, pruned_loss=0.0655, over 12142.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.03758, over 28.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3034, pruned_loss=0.06869, over 2473278.22 frames. utt_duration=610.8 frames, utt_pad_proportion=0.06229, over 16235.88 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2929, pruned_loss=0.05821, over 2461244.40 frames. utt_duration=1273 frames, utt_pad_proportion=0.05349, over 7739.99 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3049, pruned_loss=0.0701, over 2473752.79 frames. utt_duration=566.4 frames, utt_pad_proportion=0.0642, over 17517.16 utterances.], batch size: 28, lr: 3.97e-04
2022-08-25 13:49:56,645 INFO [train.py:958] (4/8) Computing validation loss
2022-08-25 13:50:11,625 INFO [train.py:967] (4/8) Epoch 9, validation: loss=0.1847, simple_loss=0.2908, pruned_loss=0.03928, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 13:51:55,250 INFO [train.py:927] (4/8) Epoch 9, batch 12050, libri_loss[loss=0.2232, simple_loss=0.3161, pruned_loss=0.06515, over 12438.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02176, over 43.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3044, pruned_loss=0.06939, over 2474114.19 frames. utt_duration=618.3 frames, utt_pad_proportion=0.05869, over 16043.75 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2935, pruned_loss=0.0584, over 2461700.36 frames. utt_duration=1274 frames, utt_pad_proportion=0.05288, over 7737.94 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3052, pruned_loss=0.07047, over 2474241.14 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06074, over 17173.70 utterances.], batch size: 43, lr: 3.97e-04
2022-08-25 13:53:37,424 INFO [train.py:927] (4/8) Epoch 9, batch 12100, libri_loss[loss=0.1624, simple_loss=0.2524, pruned_loss=0.03614, over 12187.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007586, over 30.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3034, pruned_loss=0.06956, over 2473027.66 frames. utt_duration=617.9 frames, utt_pad_proportion=0.0609, over 16049.30 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2936, pruned_loss=0.05852, over 2462126.34 frames. utt_duration=1265 frames, utt_pad_proportion=0.05653, over 7792.53 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3044, pruned_loss=0.0707, over 2473138.21 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06099, over 17176.76 utterances.], batch size: 30, lr: 3.97e-04
2022-08-25 13:55:20,326 INFO [train.py:927] (4/8) Epoch 9, batch 12150, giga_loss[loss=0.2846, simple_loss=0.3503, pruned_loss=0.1095, over 12389.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07027, over 212.00 utterances.], tot_loss[loss=0.222, simple_loss=0.304, pruned_loss=0.07007, over 2472738.62 frames. utt_duration=626.3 frames, utt_pad_proportion=0.05894, over 15830.55 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2933, pruned_loss=0.05844, over 2462084.91 frames. utt_duration=1265 frames, utt_pad_proportion=0.05626, over 7792.01 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3052, pruned_loss=0.07134, over 2473136.31 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05931, over 16946.23 utterances.], batch size: 212, lr: 3.97e-04
2022-08-25 13:57:04,550 INFO [train.py:927] (4/8) Epoch 9, batch 12200, giga_loss[loss=0.2285, simple_loss=0.3204, pruned_loss=0.06833, over 12448.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03455, over 98.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.304, pruned_loss=0.0699, over 2472506.98 frames. utt_duration=628.8 frames, utt_pad_proportion=0.05879, over 15765.34 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2931, pruned_loss=0.05842, over 2462068.03 frames. utt_duration=1270 frames, utt_pad_proportion=0.05549, over 7765.31 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3054, pruned_loss=0.07114, over 2473043.38 frames. utt_duration=589.8 frames, utt_pad_proportion=0.0594, over 16815.89 utterances.], batch size: 98, lr: 3.97e-04
2022-08-25 13:58:48,478 INFO [train.py:927] (4/8) Epoch 9, batch 12250, libri_loss[loss=0.2844, simple_loss=0.3828, pruned_loss=0.09299, over 12398.00 frames. utt_duration=389 frames, utt_pad_proportion=0.3931, over 128.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3046, pruned_loss=0.07021, over 2472508.34 frames. utt_duration=627.4 frames, utt_pad_proportion=0.06179, over 15801.05 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2935, pruned_loss=0.05854, over 2461873.68 frames. utt_duration=1258 frames, utt_pad_proportion=0.06048, over 7836.18 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3055, pruned_loss=0.07127, over 2473267.93 frames. utt_duration=594 frames, utt_pad_proportion=0.05977, over 16698.56 utterances.], batch size: 128, lr: 3.97e-04
2022-08-25 14:00:30,395 INFO [train.py:927] (4/8) Epoch 9, batch 12300, libri_loss[loss=0.2144, simple_loss=0.2932, pruned_loss=0.06782, over 12384.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006692, over 34.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3033, pruned_loss=0.06976, over 2472539.56 frames. utt_duration=624.1 frames, utt_pad_proportion=0.06062, over 15886.47 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2935, pruned_loss=0.05867, over 2462322.48 frames. utt_duration=1269 frames, utt_pad_proportion=0.05807, over 7771.59 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3045, pruned_loss=0.07107, over 2473300.99 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06011, over 17086.26 utterances.], batch size: 34, lr: 3.97e-04
2022-08-25 14:02:13,546 INFO [train.py:927] (4/8) Epoch 9, batch 12350, giga_loss[loss=0.1929, simple_loss=0.2715, pruned_loss=0.05712, over 12352.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03188, over 51.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3008, pruned_loss=0.06852, over 2472392.22 frames. utt_duration=649.9 frames, utt_pad_proportion=0.0571, over 15252.71 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2942, pruned_loss=0.05911, over 2462709.13 frames. utt_duration=1266 frames, utt_pad_proportion=0.05718, over 7789.14 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3014, pruned_loss=0.06942, over 2472899.81 frames. utt_duration=605.8 frames, utt_pad_proportion=0.05728, over 16367.70 utterances.], batch size: 51, lr: 3.97e-04
2022-08-25 14:03:55,894 INFO [train.py:927] (4/8) Epoch 9, batch 12400, giga_loss[loss=0.1861, simple_loss=0.2681, pruned_loss=0.05201, over 12372.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.02781, over 58.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2982, pruned_loss=0.06754, over 2470779.43 frames. utt_duration=648.9 frames, utt_pad_proportion=0.06005, over 15265.14 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2943, pruned_loss=0.05929, over 2462407.51 frames. utt_duration=1271 frames, utt_pad_proportion=0.05586, over 7760.92 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2987, pruned_loss=0.06833, over 2471678.06 frames. utt_duration=604.9 frames, utt_pad_proportion=0.06066, over 16386.39 utterances.], batch size: 58, lr: 3.97e-04
2022-08-25 14:05:40,313 INFO [train.py:927] (4/8) Epoch 9, batch 12450, giga_loss[loss=0.2094, simple_loss=0.2897, pruned_loss=0.06452, over 12410.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03795, over 113.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2955, pruned_loss=0.06664, over 2471426.59 frames. utt_duration=608.4 frames, utt_pad_proportion=0.06616, over 16288.22 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2942, pruned_loss=0.05942, over 2462631.04 frames. utt_duration=1271 frames, utt_pad_proportion=0.05528, over 7760.74 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2961, pruned_loss=0.06738, over 2472200.17 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06653, over 17399.32 utterances.], batch size: 113, lr: 3.96e-04
2022-08-25 14:07:24,571 INFO [train.py:927] (4/8) Epoch 9, batch 12500, giga_loss[loss=0.2144, simple_loss=0.3024, pruned_loss=0.06323, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2928, pruned_loss=0.06562, over 2471917.81 frames. utt_duration=609.8 frames, utt_pad_proportion=0.06338, over 16254.78 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2947, pruned_loss=0.05992, over 2462783.98 frames. utt_duration=1260 frames, utt_pad_proportion=0.05908, over 7825.66 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2928, pruned_loss=0.06585, over 2472545.68 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06224, over 17230.31 utterances.], batch size: 113, lr: 3.96e-04
2022-08-25 14:09:06,671 INFO [train.py:927] (4/8) Epoch 9, batch 12550, giga_loss[loss=0.2103, simple_loss=0.3026, pruned_loss=0.05903, over 12419.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03556, over 105.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2941, pruned_loss=0.06584, over 2472187.72 frames. utt_duration=588.8 frames, utt_pad_proportion=0.06543, over 16836.22 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2947, pruned_loss=0.05994, over 2462890.97 frames. utt_duration=1262 frames, utt_pad_proportion=0.05823, over 7815.17 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2941, pruned_loss=0.06613, over 2472763.59 frames. utt_duration=557.3 frames, utt_pad_proportion=0.0649, over 17796.00 utterances.], batch size: 105, lr: 3.96e-04
2022-08-25 14:10:49,336 INFO [train.py:927] (4/8) Epoch 9, batch 12600, giga_loss[loss=0.2143, simple_loss=0.3093, pruned_loss=0.05962, over 12430.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03835, over 105.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2954, pruned_loss=0.06521, over 2472949.61 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06322, over 17292.58 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2951, pruned_loss=0.06009, over 2462987.32 frames. utt_duration=1266 frames, utt_pad_proportion=0.05737, over 7792.11 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.295, pruned_loss=0.06539, over 2473480.54 frames. utt_duration=544 frames, utt_pad_proportion=0.0633, over 18238.98 utterances.], batch size: 105, lr: 3.96e-04
2022-08-25 14:12:30,931 INFO [train.py:927] (4/8) Epoch 9, batch 12650, giga_loss[loss=0.1823, simple_loss=0.2664, pruned_loss=0.04908, over 12376.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04731, over 26.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2949, pruned_loss=0.06443, over 2472759.94 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06335, over 17661.10 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2947, pruned_loss=0.06019, over 2462634.49 frames. utt_duration=1274 frames, utt_pad_proportion=0.05584, over 7743.58 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2949, pruned_loss=0.06466, over 2473824.72 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06408, over 18820.91 utterances.], batch size: 26, lr: 3.96e-04
2022-08-25 14:14:14,890 INFO [train.py:927] (4/8) Epoch 9, batch 12700, giga_loss[loss=0.2509, simple_loss=0.3303, pruned_loss=0.08576, over 12385.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06448, over 183.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2942, pruned_loss=0.06375, over 2472388.63 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06393, over 17772.96 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2947, pruned_loss=0.06037, over 2462939.88 frames. utt_duration=1278 frames, utt_pad_proportion=0.05445, over 7714.87 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2942, pruned_loss=0.06389, over 2473279.90 frames. utt_duration=521 frames, utt_pad_proportion=0.06504, over 19041.53 utterances.], batch size: 183, lr: 3.96e-04
2022-08-25 14:15:58,968 INFO [train.py:927] (4/8) Epoch 9, batch 12750, giga_loss[loss=0.2374, simple_loss=0.3101, pruned_loss=0.08231, over 12417.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2957, pruned_loss=0.06426, over 2472992.47 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06478, over 18131.82 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.295, pruned_loss=0.06059, over 2463019.18 frames. utt_duration=1277 frames, utt_pad_proportion=0.05436, over 7722.30 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2954, pruned_loss=0.0642, over 2473663.90 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06565, over 19160.03 utterances.], batch size: 80, lr: 3.96e-04
2022-08-25 14:17:39,487 INFO [train.py:927] (4/8) Epoch 9, batch 12800, giga_loss[loss=0.1925, simple_loss=0.2824, pruned_loss=0.05132, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02615, over 45.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2974, pruned_loss=0.06511, over 2473202.12 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06172, over 17695.81 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2948, pruned_loss=0.06081, over 2462955.25 frames. utt_duration=1281 frames, utt_pad_proportion=0.05316, over 7697.32 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2974, pruned_loss=0.06499, over 2474117.30 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06317, over 18880.87 utterances.], batch size: 45, lr: 3.96e-04
2022-08-25 14:19:21,376 INFO [train.py:927] (4/8) Epoch 9, batch 12850, giga_loss[loss=0.2018, simple_loss=0.2792, pruned_loss=0.06224, over 12332.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02593, over 45.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2984, pruned_loss=0.06576, over 2472837.25 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06092, over 17213.41 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2952, pruned_loss=0.0613, over 2463493.35 frames. utt_duration=1260 frames, utt_pad_proportion=0.06105, over 7828.88 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2982, pruned_loss=0.06536, over 2473361.86 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05934, over 18306.30 utterances.], batch size: 45, lr: 3.96e-04
2022-08-25 14:21:04,583 INFO [train.py:927] (4/8) Epoch 9, batch 12900, libri_loss[loss=0.2184, simple_loss=0.2984, pruned_loss=0.06916, over 12241.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005882, over 34.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2985, pruned_loss=0.0663, over 2472722.91 frames. utt_duration=558.3 frames, utt_pad_proportion=0.0641, over 17762.81 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2949, pruned_loss=0.06127, over 2463536.54 frames. utt_duration=1264 frames, utt_pad_proportion=0.06039, over 7806.56 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2986, pruned_loss=0.06607, over 2473233.87 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06296, over 18777.45 utterances.], batch size: 34, lr: 3.96e-04
2022-08-25 14:22:45,768 INFO [train.py:927] (4/8) Epoch 9, batch 12950, giga_loss[loss=0.1861, simple_loss=0.2757, pruned_loss=0.04829, over 12344.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.214, simple_loss=0.297, pruned_loss=0.06555, over 2472560.74 frames. utt_duration=564 frames, utt_pad_proportion=0.06245, over 17581.92 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2957, pruned_loss=0.06152, over 2463398.78 frames. utt_duration=1265 frames, utt_pad_proportion=0.0597, over 7799.52 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2964, pruned_loss=0.06521, over 2473207.95 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06189, over 18521.63 utterances.], batch size: 62, lr: 3.96e-04
2022-08-25 14:24:32,921 INFO [train.py:927] (4/8) Epoch 9, batch 13000, giga_loss[loss=0.2178, simple_loss=0.3173, pruned_loss=0.0591, over 12381.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04164, over 133.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2976, pruned_loss=0.06527, over 2473106.77 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05961, over 18095.39 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2956, pruned_loss=0.06154, over 2463339.49 frames. utt_duration=1270 frames, utt_pad_proportion=0.05861, over 7768.75 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2972, pruned_loss=0.06508, over 2473902.76 frames. utt_duration=519.4 frames, utt_pad_proportion=0.05972, over 19105.64 utterances.], batch size: 133, lr: 3.96e-04
2022-08-25 14:26:13,810 INFO [train.py:927] (4/8) Epoch 9, batch 13050, giga_loss[loss=0.2264, simple_loss=0.3182, pruned_loss=0.06734, over 12427.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03334, over 75.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2977, pruned_loss=0.06442, over 2473364.73 frames. utt_duration=549.6 frames, utt_pad_proportion=0.05786, over 18048.86 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.295, pruned_loss=0.06145, over 2463416.32 frames. utt_duration=1276 frames, utt_pad_proportion=0.05798, over 7733.69 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2979, pruned_loss=0.06438, over 2474093.30 frames. utt_duration=520.9 frames, utt_pad_proportion=0.05826, over 19051.97 utterances.], batch size: 75, lr: 3.96e-04
2022-08-25 14:27:54,007 INFO [train.py:927] (4/8) Epoch 9, batch 13100, giga_loss[loss=0.2063, simple_loss=0.283, pruned_loss=0.06476, over 12364.00 frames. utt_duration=583 frames, utt_pad_proportion=0.02987, over 85.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2958, pruned_loss=0.06487, over 2473711.66 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05773, over 17920.58 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2946, pruned_loss=0.06153, over 2463705.24 frames. utt_duration=1279 frames, utt_pad_proportion=0.05687, over 7714.56 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2963, pruned_loss=0.06485, over 2474342.18 frames. utt_duration=520.8 frames, utt_pad_proportion=0.05847, over 19059.57 utterances.], batch size: 85, lr: 3.96e-04
2022-08-25 14:29:33,450 INFO [train.py:927] (4/8) Epoch 9, batch 13150, giga_loss[loss=0.2349, simple_loss=0.3127, pruned_loss=0.07857, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04363, over 146.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2953, pruned_loss=0.06579, over 2473884.61 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06011, over 17922.68 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2952, pruned_loss=0.06223, over 2463992.15 frames. utt_duration=1257 frames, utt_pad_proportion=0.06476, over 7852.51 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2953, pruned_loss=0.06534, over 2474566.92 frames. utt_duration=517.6 frames, utt_pad_proportion=0.05791, over 19179.91 utterances.], batch size: 146, lr: 3.96e-04
2022-08-25 14:31:14,005 INFO [train.py:927] (4/8) Epoch 9, batch 13200, giga_loss[loss=0.1944, simple_loss=0.2808, pruned_loss=0.05396, over 12366.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0311, over 97.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2939, pruned_loss=0.0657, over 2474334.54 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06183, over 18207.99 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2956, pruned_loss=0.06263, over 2464004.51 frames. utt_duration=1245 frames, utt_pad_proportion=0.06865, over 7925.58 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2936, pruned_loss=0.06502, over 2475040.51 frames. utt_duration=513.8 frames, utt_pad_proportion=0.05836, over 19324.69 utterances.], batch size: 97, lr: 3.96e-04
2022-08-25 14:32:55,004 INFO [train.py:927] (4/8) Epoch 9, batch 13250, giga_loss[loss=0.1873, simple_loss=0.2554, pruned_loss=0.05967, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.0436, over 31.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2898, pruned_loss=0.06383, over 2475104.47 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06088, over 18376.39 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2956, pruned_loss=0.06266, over 2464162.91 frames. utt_duration=1244 frames, utt_pad_proportion=0.06865, over 7935.48 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2895, pruned_loss=0.06332, over 2475659.73 frames. utt_duration=512.2 frames, utt_pad_proportion=0.05818, over 19390.53 utterances.], batch size: 31, lr: 3.96e-04
2022-08-25 14:34:36,663 INFO [train.py:927] (4/8) Epoch 9, batch 13300, giga_loss[loss=0.2578, simple_loss=0.3272, pruned_loss=0.09423, over 12354.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1949, over 365.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2895, pruned_loss=0.06389, over 2474889.76 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06254, over 17971.84 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2961, pruned_loss=0.06323, over 2464614.18 frames. utt_duration=1247 frames, utt_pad_proportion=0.06698, over 7917.46 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2885, pruned_loss=0.063, over 2475428.37 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06075, over 19289.86 utterances.], batch size: 365, lr: 3.96e-04
2022-08-25 14:36:15,884 INFO [train.py:927] (4/8) Epoch 9, batch 13350, giga_loss[loss=0.2272, simple_loss=0.3073, pruned_loss=0.07357, over 12463.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03495, over 43.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2909, pruned_loss=0.06391, over 2475194.32 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06089, over 17419.40 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2962, pruned_loss=0.06343, over 2464811.94 frames. utt_duration=1244 frames, utt_pad_proportion=0.06691, over 7934.79 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2898, pruned_loss=0.06303, over 2475754.86 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05949, over 18779.62 utterances.], batch size: 43, lr: 3.96e-04
2022-08-25 14:37:57,472 INFO [train.py:927] (4/8) Epoch 9, batch 13400, giga_loss[loss=0.2031, simple_loss=0.2854, pruned_loss=0.06039, over 12355.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03233, over 51.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2933, pruned_loss=0.06474, over 2474915.74 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06073, over 17173.83 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2966, pruned_loss=0.06382, over 2464732.79 frames. utt_duration=1244 frames, utt_pad_proportion=0.0664, over 7935.09 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.292, pruned_loss=0.06372, over 2475682.81 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05973, over 18463.96 utterances.], batch size: 51, lr: 3.96e-04
2022-08-25 14:39:41,856 INFO [train.py:927] (4/8) Epoch 9, batch 13450, giga_loss[loss=0.3944, simple_loss=0.4159, pruned_loss=0.1865, over 12360.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2034, over 371.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.297, pruned_loss=0.06698, over 2474548.14 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06324, over 17305.03 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2969, pruned_loss=0.06427, over 2464937.33 frames. utt_duration=1243 frames, utt_pad_proportion=0.06571, over 7942.84 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2956, pruned_loss=0.06578, over 2475247.51 frames. utt_duration=534 frames, utt_pad_proportion=0.06247, over 18594.25 utterances.], batch size: 371, lr: 3.96e-04
2022-08-25 14:41:30,656 INFO [train.py:927] (4/8) Epoch 9, batch 13500, giga_loss[loss=0.2517, simple_loss=0.3375, pruned_loss=0.08299, over 12370.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03871, over 113.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3022, pruned_loss=0.0706, over 2474683.13 frames. utt_duration=543.7 frames, utt_pad_proportion=0.07204, over 18255.68 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2972, pruned_loss=0.06463, over 2464939.89 frames. utt_duration=1232 frames, utt_pad_proportion=0.06959, over 8013.75 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3009, pruned_loss=0.06938, over 2475374.32 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06941, over 19337.94 utterances.], batch size: 113, lr: 3.96e-04
2022-08-25 14:43:13,965 INFO [train.py:927] (4/8) Epoch 9, batch 13550, giga_loss[loss=0.2264, simple_loss=0.3148, pruned_loss=0.06904, over 12267.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02784, over 54.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3086, pruned_loss=0.07513, over 2474477.71 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06956, over 18642.49 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2975, pruned_loss=0.06486, over 2465424.87 frames. utt_duration=1232 frames, utt_pad_proportion=0.06777, over 8017.45 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3076, pruned_loss=0.07425, over 2474991.98 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06836, over 19951.28 utterances.], batch size: 54, lr: 3.96e-04
2022-08-25 14:44:58,579 INFO [train.py:927] (4/8) Epoch 9, batch 13600, giga_loss[loss=0.2638, simple_loss=0.3408, pruned_loss=0.0934, over 12377.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03501, over 80.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3157, pruned_loss=0.0804, over 2474743.88 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06767, over 19087.48 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2975, pruned_loss=0.06489, over 2465415.49 frames. utt_duration=1236 frames, utt_pad_proportion=0.0668, over 7985.32 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3151, pruned_loss=0.0799, over 2475313.77 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06719, over 20346.12 utterances.], batch size: 80, lr: 3.95e-04
2022-08-25 14:46:43,269 INFO [train.py:927] (4/8) Epoch 9, batch 13650, libri_loss[loss=0.173, simple_loss=0.2552, pruned_loss=0.0454, over 12323.00 frames. utt_duration=1827 frames, utt_pad_proportion=0.03178, over 27.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3197, pruned_loss=0.08433, over 2474535.46 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07577, over 20409.32 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2971, pruned_loss=0.06482, over 2465153.47 frames. utt_duration=1241 frames, utt_pad_proportion=0.06594, over 7953.78 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.32, pruned_loss=0.08434, over 2475417.53 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07532, over 21660.01 utterances.], batch size: 27, lr: 3.95e-04
2022-08-25 14:48:33,273 INFO [train.py:927] (4/8) Epoch 9, batch 13700, giga_loss[loss=0.2541, simple_loss=0.3338, pruned_loss=0.08716, over 12334.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03405, over 58.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3267, pruned_loss=0.09098, over 2473603.75 frames. utt_duration=443.1 frames, utt_pad_proportion=0.09056, over 22404.61 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.297, pruned_loss=0.06476, over 2465069.81 frames. utt_duration=1244 frames, utt_pad_proportion=0.06546, over 7938.27 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3273, pruned_loss=0.0912, over 2474443.51 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08971, over 23504.04 utterances.], batch size: 58, lr: 3.95e-04
2022-08-25 14:50:22,708 INFO [train.py:927] (4/8) Epoch 9, batch 13750, giga_loss[loss=0.3298, simple_loss=0.3708, pruned_loss=0.1444, over 12359.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1978, over 366.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3293, pruned_loss=0.09409, over 2473486.90 frames. utt_duration=423.6 frames, utt_pad_proportion=0.09587, over 23436.85 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2974, pruned_loss=0.06527, over 2465121.83 frames. utt_duration=1223 frames, utt_pad_proportion=0.07307, over 8073.46 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3302, pruned_loss=0.09454, over 2474304.98 frames. utt_duration=403.9 frames, utt_pad_proportion=0.09307, over 24594.97 utterances.], batch size: 366, lr: 3.95e-04
2022-08-25 14:52:09,146 INFO [train.py:927] (4/8) Epoch 9, batch 13800, giga_loss[loss=0.238, simple_loss=0.3252, pruned_loss=0.07537, over 12346.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03112, over 85.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.33, pruned_loss=0.09481, over 2473570.84 frames. utt_duration=426.4 frames, utt_pad_proportion=0.09201, over 23285.53 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2975, pruned_loss=0.06564, over 2464961.67 frames. utt_duration=1227 frames, utt_pad_proportion=0.07173, over 8045.85 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3313, pruned_loss=0.09547, over 2474554.96 frames. utt_duration=404.5 frames, utt_pad_proportion=0.09045, over 24559.77 utterances.], batch size: 85, lr: 3.95e-04
2022-08-25 14:53:57,022 INFO [train.py:927] (4/8) Epoch 9, batch 13850, giga_loss[loss=0.218, simple_loss=0.3059, pruned_loss=0.06504, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04764, over 34.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3318, pruned_loss=0.09502, over 2474227.50 frames. utt_duration=423.1 frames, utt_pad_proportion=0.09024, over 23474.06 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2977, pruned_loss=0.0657, over 2465272.28 frames. utt_duration=1229 frames, utt_pad_proportion=0.07121, over 8030.45 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.333, pruned_loss=0.09575, over 2474801.20 frames. utt_duration=403.4 frames, utt_pad_proportion=0.0893, over 24629.05 utterances.], batch size: 34, lr: 3.95e-04
2022-08-25 14:55:44,803 INFO [train.py:927] (4/8) Epoch 9, batch 13900, giga_loss[loss=0.2384, simple_loss=0.3219, pruned_loss=0.07743, over 12425.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06638, over 184.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3319, pruned_loss=0.09369, over 2475007.24 frames. utt_duration=419.7 frames, utt_pad_proportion=0.0873, over 23672.57 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2991, pruned_loss=0.06624, over 2465585.24 frames. utt_duration=1233 frames, utt_pad_proportion=0.06989, over 8006.87 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3324, pruned_loss=0.09445, over 2475390.06 frames. utt_duration=397.9 frames, utt_pad_proportion=0.08723, over 24976.78 utterances.], batch size: 184, lr: 3.95e-04
2022-08-25 14:57:32,253 INFO [train.py:927] (4/8) Epoch 9, batch 13950, giga_loss[loss=0.255, simple_loss=0.3283, pruned_loss=0.09083, over 12443.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03791, over 123.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3306, pruned_loss=0.09181, over 2474812.50 frames. utt_duration=429.8 frames, utt_pad_proportion=0.08451, over 23111.82 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.299, pruned_loss=0.06635, over 2466044.85 frames. utt_duration=1238 frames, utt_pad_proportion=0.06859, over 7980.00 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3318, pruned_loss=0.09291, over 2474917.67 frames. utt_duration=405.1 frames, utt_pad_proportion=0.0851, over 24523.45 utterances.], batch size: 123, lr: 3.95e-04
2022-08-25 14:59:17,191 INFO [train.py:927] (4/8) Epoch 9, batch 14000, giga_loss[loss=0.3018, simple_loss=0.3569, pruned_loss=0.1233, over 12413.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07226, over 212.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3267, pruned_loss=0.08916, over 2475374.63 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08001, over 22529.94 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2989, pruned_loss=0.06666, over 2466222.18 frames. utt_duration=1238 frames, utt_pad_proportion=0.06803, over 7980.24 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3283, pruned_loss=0.09029, over 2475515.88 frames. utt_duration=414 frames, utt_pad_proportion=0.08103, over 24004.43 utterances.], batch size: 212, lr: 3.95e-04
2022-08-25 15:01:04,289 INFO [train.py:927] (4/8) Epoch 9, batch 14050, giga_loss[loss=0.2386, simple_loss=0.3144, pruned_loss=0.08133, over 12357.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.032, over 97.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.325, pruned_loss=0.08809, over 2474763.20 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07658, over 22193.77 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2985, pruned_loss=0.06661, over 2466173.82 frames. utt_duration=1245 frames, utt_pad_proportion=0.06701, over 7933.13 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3273, pruned_loss=0.08953, over 2475102.56 frames. utt_duration=418.7 frames, utt_pad_proportion=0.07795, over 23729.52 utterances.], batch size: 97, lr: 3.95e-04
2022-08-25 15:02:57,843 INFO [train.py:927] (4/8) Epoch 9, batch 14100, giga_loss[loss=0.2338, simple_loss=0.3259, pruned_loss=0.07081, over 12477.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02923, over 55.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3244, pruned_loss=0.08682, over 2475088.36 frames. utt_duration=442.2 frames, utt_pad_proportion=0.08237, over 22463.04 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2986, pruned_loss=0.06689, over 2466750.10 frames. utt_duration=1248 frames, utt_pad_proportion=0.06572, over 7913.03 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3267, pruned_loss=0.08818, over 2475017.25 frames. utt_duration=413.3 frames, utt_pad_proportion=0.08355, over 24036.23 utterances.], batch size: 55, lr: 3.95e-04
2022-08-25 15:04:44,031 INFO [train.py:927] (4/8) Epoch 9, batch 14150, giga_loss[loss=0.2607, simple_loss=0.3454, pruned_loss=0.08799, over 12453.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03796, over 40.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3252, pruned_loss=0.08635, over 2475363.80 frames. utt_duration=435.7 frames, utt_pad_proportion=0.08792, over 22800.78 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2986, pruned_loss=0.06702, over 2466871.35 frames. utt_duration=1250 frames, utt_pad_proportion=0.06552, over 7902.46 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3272, pruned_loss=0.08738, over 2475238.16 frames. utt_duration=412.2 frames, utt_pad_proportion=0.08863, over 24104.29 utterances.], batch size: 40, lr: 3.95e-04
2022-08-25 15:06:31,020 INFO [train.py:927] (4/8) Epoch 9, batch 14200, giga_loss[loss=0.2101, simple_loss=0.2833, pruned_loss=0.06847, over 12325.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03151, over 48.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3237, pruned_loss=0.08553, over 2475513.35 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08465, over 21869.55 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2985, pruned_loss=0.06716, over 2467439.95 frames. utt_duration=1251 frames, utt_pad_proportion=0.06411, over 7896.95 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3262, pruned_loss=0.08682, over 2475167.64 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08606, over 23387.23 utterances.], batch size: 48, lr: 3.95e-04
2022-08-25 15:08:17,684 INFO [train.py:927] (4/8) Epoch 9, batch 14250, giga_loss[loss=0.2366, simple_loss=0.3162, pruned_loss=0.07848, over 12343.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03254, over 85.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3211, pruned_loss=0.08514, over 2475339.63 frames. utt_duration=453.1 frames, utt_pad_proportion=0.08372, over 21924.03 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2984, pruned_loss=0.0672, over 2467815.09 frames. utt_duration=1254 frames, utt_pad_proportion=0.06289, over 7879.53 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3237, pruned_loss=0.08655, over 2474915.55 frames. utt_duration=423.4 frames, utt_pad_proportion=0.08541, over 23458.19 utterances.], batch size: 85, lr: 3.95e-04
2022-08-25 15:10:07,693 INFO [train.py:927] (4/8) Epoch 9, batch 14300, giga_loss[loss=0.247, simple_loss=0.3216, pruned_loss=0.0862, over 12446.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03305, over 43.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3206, pruned_loss=0.08386, over 2475624.69 frames. utt_duration=468.4 frames, utt_pad_proportion=0.08243, over 21204.00 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2988, pruned_loss=0.06773, over 2468252.53 frames. utt_duration=1245 frames, utt_pad_proportion=0.06666, over 7942.82 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3228, pruned_loss=0.08491, over 2475073.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08298, over 22664.89 utterances.], batch size: 43, lr: 3.95e-04
2022-08-25 15:11:55,575 INFO [train.py:927] (4/8) Epoch 9, batch 14350, giga_loss[loss=0.2973, simple_loss=0.3421, pruned_loss=0.1263, over 12371.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2038, over 369.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3203, pruned_loss=0.08346, over 2476163.07 frames. utt_duration=462.3 frames, utt_pad_proportion=0.08369, over 21490.48 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2994, pruned_loss=0.06826, over 2468237.51 frames. utt_duration=1236 frames, utt_pad_proportion=0.06919, over 7997.23 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.322, pruned_loss=0.0842, over 2475943.88 frames. utt_duration=433.6 frames, utt_pad_proportion=0.0834, over 22916.63 utterances.], batch size: 369, lr: 3.95e-04
2022-08-25 15:13:43,137 INFO [train.py:927] (4/8) Epoch 9, batch 14400, giga_loss[loss=0.2303, simple_loss=0.3099, pruned_loss=0.07535, over 12415.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04273, over 146.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3186, pruned_loss=0.08252, over 2475516.20 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07878, over 21010.55 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2995, pruned_loss=0.06829, over 2468422.67 frames. utt_duration=1238 frames, utt_pad_proportion=0.06789, over 7987.27 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3203, pruned_loss=0.08343, over 2475346.45 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07932, over 22458.99 utterances.], batch size: 146, lr: 3.95e-04
2022-08-25 15:15:30,786 INFO [train.py:927] (4/8) Epoch 9, batch 14450, giga_loss[loss=0.2242, simple_loss=0.3026, pruned_loss=0.07295, over 12228.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03106, over 39.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3177, pruned_loss=0.08269, over 2475085.40 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07547, over 20546.70 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2999, pruned_loss=0.06862, over 2468682.84 frames. utt_duration=1239 frames, utt_pad_proportion=0.06645, over 7981.73 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3194, pruned_loss=0.08355, over 2474924.80 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07668, over 22096.29 utterances.], batch size: 39, lr: 3.95e-04
2022-08-25 15:17:16,043 INFO [train.py:927] (4/8) Epoch 9, batch 14500, giga_loss[loss=0.1885, simple_loss=0.2653, pruned_loss=0.05584, over 12462.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03729, over 37.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3162, pruned_loss=0.08189, over 2475385.72 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07316, over 20206.97 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3006, pruned_loss=0.06908, over 2469225.19 frames. utt_duration=1234 frames, utt_pad_proportion=0.06623, over 8016.56 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3175, pruned_loss=0.08266, over 2475005.34 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07451, over 21864.85 utterances.], batch size: 37, lr: 3.95e-04
2022-08-25 15:19:02,039 INFO [train.py:927] (4/8) Epoch 9, batch 14550, giga_loss[loss=0.2483, simple_loss=0.3207, pruned_loss=0.08798, over 12457.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02773, over 80.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3156, pruned_loss=0.08154, over 2475037.48 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07013, over 19534.23 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3002, pruned_loss=0.06896, over 2469663.89 frames. utt_duration=1238 frames, utt_pad_proportion=0.06465, over 7989.27 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3176, pruned_loss=0.08268, over 2474520.73 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07207, over 21265.60 utterances.], batch size: 80, lr: 3.95e-04
2022-08-25 15:20:48,112 INFO [train.py:927] (4/8) Epoch 9, batch 14600, libri_loss[loss=0.1924, simple_loss=0.2877, pruned_loss=0.04849, over 12248.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.00499, over 34.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3161, pruned_loss=0.08102, over 2474512.00 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06882, over 19619.97 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3002, pruned_loss=0.06904, over 2469467.80 frames. utt_duration=1238 frames, utt_pad_proportion=0.06438, over 7990.44 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.318, pruned_loss=0.08214, over 2474413.10 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07062, over 21281.05 utterances.], batch size: 34, lr: 3.95e-04
2022-08-25 15:22:34,708 INFO [train.py:927] (4/8) Epoch 9, batch 14650, giga_loss[loss=0.2157, simple_loss=0.3053, pruned_loss=0.06303, over 12330.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03493, over 62.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3153, pruned_loss=0.08048, over 2474123.34 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07256, over 19824.10 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3, pruned_loss=0.06903, over 2469095.44 frames. utt_duration=1243 frames, utt_pad_proportion=0.06322, over 7956.96 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3173, pruned_loss=0.08164, over 2474468.51 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07415, over 21433.78 utterances.], batch size: 62, lr: 3.95e-04
2022-08-25 15:24:19,993 INFO [train.py:927] (4/8) Epoch 9, batch 14700, giga_loss[loss=0.2421, simple_loss=0.3186, pruned_loss=0.08275, over 12418.00 frames. utt_duration=754.2 frames, utt_pad_proportion=0.02429, over 66.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3163, pruned_loss=0.0818, over 2473755.18 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06867, over 19518.54 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3001, pruned_loss=0.06927, over 2468787.75 frames. utt_duration=1238 frames, utt_pad_proportion=0.06562, over 7984.25 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3185, pruned_loss=0.083, over 2474481.66 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06967, over 21245.39 utterances.], batch size: 66, lr: 3.95e-04
2022-08-25 15:26:05,705 INFO [train.py:927] (4/8) Epoch 9, batch 14750, libri_loss[loss=0.2531, simple_loss=0.325, pruned_loss=0.09058, over 12144.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006274, over 35.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3176, pruned_loss=0.08357, over 2473427.51 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06487, over 18973.80 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3002, pruned_loss=0.06935, over 2468572.71 frames. utt_duration=1240 frames, utt_pad_proportion=0.06471, over 7969.67 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3196, pruned_loss=0.08468, over 2474301.56 frames. utt_duration=482.8 frames, utt_pad_proportion=0.06629, over 20560.40 utterances.], batch size: 35, lr: 3.94e-04
2022-08-25 15:27:53,462 INFO [train.py:927] (4/8) Epoch 9, batch 14800, giga_loss[loss=0.2312, simple_loss=0.3153, pruned_loss=0.07352, over 12467.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03116, over 86.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3179, pruned_loss=0.08402, over 2473245.52 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07141, over 20487.51 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2997, pruned_loss=0.06922, over 2468314.60 frames. utt_duration=1246 frames, utt_pad_proportion=0.06422, over 7936.27 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3201, pruned_loss=0.0852, over 2474229.83 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07222, over 21933.35 utterances.], batch size: 86, lr: 3.94e-04
2022-08-25 15:29:36,454 INFO [train.py:927] (4/8) Epoch 9, batch 14850, giga_loss[loss=0.2281, simple_loss=0.3204, pruned_loss=0.06797, over 12379.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02785, over 70.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3167, pruned_loss=0.08203, over 2473465.35 frames. utt_duration=512.6 frames, utt_pad_proportion=0.0676, over 19358.68 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2998, pruned_loss=0.06959, over 2468285.96 frames. utt_duration=1240 frames, utt_pad_proportion=0.06692, over 7970.04 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3192, pruned_loss=0.0832, over 2474516.73 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06754, over 21003.70 utterances.], batch size: 70, lr: 3.94e-04
2022-08-25 15:31:22,924 INFO [train.py:927] (4/8) Epoch 9, batch 14900, giga_loss[loss=0.2393, simple_loss=0.318, pruned_loss=0.08035, over 12463.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03378, over 98.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3142, pruned_loss=0.08081, over 2473564.98 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06525, over 18999.00 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2995, pruned_loss=0.06965, over 2468074.77 frames. utt_duration=1248 frames, utt_pad_proportion=0.0656, over 7922.52 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3169, pruned_loss=0.08202, over 2474763.72 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06582, over 20666.16 utterances.], batch size: 98, lr: 3.94e-04
2022-08-25 15:33:07,777 INFO [train.py:927] (4/8) Epoch 9, batch 14950, giga_loss[loss=0.2416, simple_loss=0.3147, pruned_loss=0.08425, over 12395.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03715, over 105.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3143, pruned_loss=0.08134, over 2474201.67 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06895, over 19565.54 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2992, pruned_loss=0.06964, over 2468422.02 frames. utt_duration=1253 frames, utt_pad_proportion=0.06393, over 7886.77 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3172, pruned_loss=0.0827, over 2475036.54 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06979, over 21328.97 utterances.], batch size: 105, lr: 3.94e-04
2022-08-25 15:35:02,868 INFO [train.py:927] (4/8) Epoch 9, batch 15000, giga_loss[loss=0.2721, simple_loss=0.3532, pruned_loss=0.09545, over 12408.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06259, over 183.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3176, pruned_loss=0.08099, over 2474572.24 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06756, over 19594.21 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2999, pruned_loss=0.07021, over 2468583.32 frames. utt_duration=1241 frames, utt_pad_proportion=0.06714, over 7964.80 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3198, pruned_loss=0.08191, over 2475261.83 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06743, over 21248.60 utterances.], batch size: 183, lr: 3.94e-04
2022-08-25 15:35:02,870 INFO [train.py:958] (4/8) Computing validation loss
2022-08-25 15:35:17,850 INFO [train.py:967] (4/8) Epoch 9, validation: loss=0.1777, simple_loss=0.2884, pruned_loss=0.03352, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 15:37:03,639 INFO [train.py:927] (4/8) Epoch 9, batch 15050, giga_loss[loss=0.241, simple_loss=0.3217, pruned_loss=0.08016, over 12195.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03305, over 42.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3185, pruned_loss=0.08142, over 2473759.69 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06787, over 19438.17 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2994, pruned_loss=0.07005, over 2468401.07 frames. utt_duration=1245 frames, utt_pad_proportion=0.06683, over 7940.22 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3208, pruned_loss=0.08239, over 2474519.81 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06788, over 20868.19 utterances.], batch size: 42, lr: 3.94e-04
2022-08-25 15:38:50,199 INFO [train.py:927] (4/8) Epoch 9, batch 15100, giga_loss[loss=0.2306, simple_loss=0.3023, pruned_loss=0.07944, over 12388.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05013, over 34.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3206, pruned_loss=0.08347, over 2473907.74 frames. utt_duration=504.5 frames, utt_pad_proportion=0.0689, over 19673.79 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2996, pruned_loss=0.07021, over 2468418.88 frames. utt_duration=1246 frames, utt_pad_proportion=0.06637, over 7936.10 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3226, pruned_loss=0.08428, over 2474567.53 frames. utt_duration=473.7 frames, utt_pad_proportion=0.06901, over 20958.62 utterances.], batch size: 34, lr: 3.94e-04
2022-08-25 15:40:35,590 INFO [train.py:927] (4/8) Epoch 9, batch 15150, giga_loss[loss=0.2134, simple_loss=0.2854, pruned_loss=0.07075, over 12361.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.0328, over 62.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3203, pruned_loss=0.08469, over 2475018.00 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07469, over 20760.78 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2997, pruned_loss=0.07034, over 2468505.11 frames. utt_duration=1248 frames, utt_pad_proportion=0.06561, over 7922.09 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.322, pruned_loss=0.08539, over 2475540.63 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07469, over 21938.46 utterances.], batch size: 62, lr: 3.94e-04
2022-08-25 15:42:18,451 INFO [train.py:927] (4/8) Epoch 9, batch 15200, giga_loss[loss=0.2794, simple_loss=0.3285, pruned_loss=0.1151, over 12358.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1994, over 367.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3197, pruned_loss=0.08508, over 2474777.17 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07669, over 20898.52 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3, pruned_loss=0.0706, over 2468356.52 frames. utt_duration=1239 frames, utt_pad_proportion=0.06894, over 7978.54 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3212, pruned_loss=0.08568, over 2475438.55 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07572, over 22006.25 utterances.], batch size: 367, lr: 3.94e-04
2022-08-25 15:44:05,588 INFO [train.py:927] (4/8) Epoch 9, batch 15250, libri_loss[loss=0.2156, simple_loss=0.2896, pruned_loss=0.07085, over 12333.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006358, over 33.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3186, pruned_loss=0.08472, over 2474686.94 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07333, over 20553.79 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2998, pruned_loss=0.07056, over 2468134.18 frames. utt_duration=1241 frames, utt_pad_proportion=0.06779, over 7963.43 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3205, pruned_loss=0.08563, over 2475629.96 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07317, over 21818.00 utterances.], batch size: 33, lr: 3.94e-04
2022-08-25 15:45:52,100 INFO [train.py:927] (4/8) Epoch 9, batch 15300, libri_loss[loss=0.1745, simple_loss=0.2504, pruned_loss=0.04925, over 12412.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007789, over 30.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3174, pruned_loss=0.0844, over 2474691.75 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07318, over 20270.51 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2993, pruned_loss=0.07042, over 2468239.61 frames. utt_duration=1247 frames, utt_pad_proportion=0.06656, over 7926.70 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3198, pruned_loss=0.08559, over 2475501.07 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07351, over 21600.27 utterances.], batch size: 30, lr: 3.94e-04
2022-08-25 15:47:38,724 INFO [train.py:927] (4/8) Epoch 9, batch 15350, giga_loss[loss=0.2215, simple_loss=0.2991, pruned_loss=0.07195, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02791, over 91.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3198, pruned_loss=0.08519, over 2474654.37 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07263, over 21010.46 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2994, pruned_loss=0.07045, over 2468195.09 frames. utt_duration=1246 frames, utt_pad_proportion=0.066, over 7930.84 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3218, pruned_loss=0.08629, over 2475418.90 frames. utt_duration=447 frames, utt_pad_proportion=0.07312, over 22223.47 utterances.], batch size: 91, lr: 3.94e-04
2022-08-25 15:49:25,979 INFO [train.py:927] (4/8) Epoch 9, batch 15400, giga_loss[loss=0.2298, simple_loss=0.329, pruned_loss=0.06534, over 12200.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03364, over 42.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3204, pruned_loss=0.08539, over 2474729.58 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07272, over 20746.29 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2995, pruned_loss=0.07062, over 2468361.64 frames. utt_duration=1244 frames, utt_pad_proportion=0.06565, over 7947.84 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3223, pruned_loss=0.08638, over 2475305.42 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07327, over 21918.77 utterances.], batch size: 42, lr: 3.94e-04
2022-08-25 15:51:12,099 INFO [train.py:927] (4/8) Epoch 9, batch 15450, giga_loss[loss=0.219, simple_loss=0.3036, pruned_loss=0.06719, over 12426.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04413, over 31.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3213, pruned_loss=0.08395, over 2475244.54 frames. utt_duration=482 frames, utt_pad_proportion=0.07584, over 20606.75 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2999, pruned_loss=0.07086, over 2468587.59 frames. utt_duration=1233 frames, utt_pad_proportion=0.06954, over 8015.83 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3227, pruned_loss=0.08471, over 2475576.30 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07495, over 21655.33 utterances.], batch size: 31, lr: 3.94e-04
2022-08-25 15:52:58,201 INFO [train.py:927] (4/8) Epoch 9, batch 15500, giga_loss[loss=0.2758, simple_loss=0.3455, pruned_loss=0.1031, over 12346.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03126, over 85.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3236, pruned_loss=0.08605, over 2474138.99 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07483, over 20405.38 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3, pruned_loss=0.071, over 2468093.19 frames. utt_duration=1237 frames, utt_pad_proportion=0.0681, over 7990.76 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3253, pruned_loss=0.0869, over 2474994.12 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07474, over 21603.88 utterances.], batch size: 85, lr: 3.94e-04
2022-08-25 15:54:44,326 INFO [train.py:927] (4/8) Epoch 9, batch 15550, giga_loss[loss=0.2494, simple_loss=0.3216, pruned_loss=0.08863, over 12393.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02595, over 91.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3246, pruned_loss=0.08756, over 2474338.32 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07386, over 20746.27 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3002, pruned_loss=0.07137, over 2468307.69 frames. utt_duration=1240 frames, utt_pad_proportion=0.06686, over 7969.39 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3262, pruned_loss=0.08825, over 2474958.80 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07427, over 22006.36 utterances.], batch size: 91, lr: 3.94e-04
2022-08-25 15:56:28,920 INFO [train.py:927] (4/8) Epoch 9, batch 15600, giga_loss[loss=0.222, simple_loss=0.3088, pruned_loss=0.06762, over 12442.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02986, over 80.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3231, pruned_loss=0.08534, over 2473536.29 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07263, over 20328.42 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3003, pruned_loss=0.07149, over 2468108.71 frames. utt_duration=1233 frames, utt_pad_proportion=0.0699, over 8017.75 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3252, pruned_loss=0.08633, over 2474424.54 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07197, over 21749.63 utterances.], batch size: 80, lr: 3.94e-04
2022-08-25 15:58:14,170 INFO [train.py:927] (4/8) Epoch 9, batch 15650, giga_loss[loss=0.2628, simple_loss=0.3413, pruned_loss=0.09209, over 12374.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03529, over 122.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3244, pruned_loss=0.085, over 2473957.76 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07251, over 20294.85 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3009, pruned_loss=0.07197, over 2468074.06 frames. utt_duration=1230 frames, utt_pad_proportion=0.06932, over 8038.11 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.326, pruned_loss=0.08565, over 2474809.14 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07218, over 21687.52 utterances.], batch size: 122, lr: 3.94e-04
2022-08-25 15:59:59,038 INFO [train.py:927] (4/8) Epoch 9, batch 15700, giga_loss[loss=0.2291, simple_loss=0.3095, pruned_loss=0.07439, over 12344.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03281, over 85.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3244, pruned_loss=0.08521, over 2474615.83 frames. utt_duration=487.3 frames, utt_pad_proportion=0.0693, over 20375.02 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3011, pruned_loss=0.07222, over 2468138.59 frames. utt_duration=1234 frames, utt_pad_proportion=0.06804, over 8012.33 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3261, pruned_loss=0.08581, over 2475370.37 frames. utt_duration=456.1 frames, utt_pad_proportion=0.06964, over 21782.33 utterances.], batch size: 85, lr: 3.94e-04
2022-08-25 16:01:45,419 INFO [train.py:927] (4/8) Epoch 9, batch 15750, giga_loss[loss=0.2214, simple_loss=0.3063, pruned_loss=0.0683, over 12320.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.032, over 70.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3232, pruned_loss=0.08502, over 2474769.07 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06516, over 19991.40 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3015, pruned_loss=0.07225, over 2468215.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.06802, over 8024.78 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3246, pruned_loss=0.0857, over 2475433.54 frames. utt_duration=466.1 frames, utt_pad_proportion=0.06569, over 21310.91 utterances.], batch size: 70, lr: 3.94e-04
2022-08-25 16:03:32,468 INFO [train.py:927] (4/8) Epoch 9, batch 15800, giga_loss[loss=0.2081, simple_loss=0.2896, pruned_loss=0.06329, over 12410.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03459, over 75.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3199, pruned_loss=0.08336, over 2475064.40 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06099, over 19165.19 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3016, pruned_loss=0.07245, over 2468271.13 frames. utt_duration=1230 frames, utt_pad_proportion=0.06799, over 8035.34 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3212, pruned_loss=0.08386, over 2475640.13 frames. utt_duration=488 frames, utt_pad_proportion=0.06164, over 20352.57 utterances.], batch size: 75, lr: 3.94e-04
2022-08-25 16:05:13,815 INFO [train.py:927] (4/8) Epoch 9, batch 15850, giga_loss[loss=0.2195, simple_loss=0.3097, pruned_loss=0.06464, over 12386.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.0305, over 62.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3182, pruned_loss=0.08272, over 2474625.53 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06256, over 19067.39 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3016, pruned_loss=0.07248, over 2468370.33 frames. utt_duration=1233 frames, utt_pad_proportion=0.06692, over 8017.70 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3196, pruned_loss=0.08329, over 2475117.01 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06332, over 20219.38 utterances.], batch size: 62, lr: 3.94e-04
2022-08-25 16:06:55,331 INFO [train.py:927] (4/8) Epoch 9, batch 15900, giga_loss[loss=0.2397, simple_loss=0.3151, pruned_loss=0.08211, over 12439.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03048, over 80.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3158, pruned_loss=0.08084, over 2474869.29 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06891, over 20269.86 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3015, pruned_loss=0.0727, over 2468477.87 frames. utt_duration=1222 frames, utt_pad_proportion=0.07075, over 8090.06 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3173, pruned_loss=0.08127, over 2475312.84 frames. utt_duration=464.4 frames, utt_pad_proportion=0.06776, over 21386.98 utterances.], batch size: 80, lr: 3.93e-04
2022-08-25 16:08:44,422 INFO [train.py:927] (4/8) Epoch 9, batch 15950, giga_loss[loss=0.1749, simple_loss=0.2627, pruned_loss=0.04361, over 12361.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.02972, over 58.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3137, pruned_loss=0.07982, over 2474960.86 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07278, over 20892.05 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3016, pruned_loss=0.07254, over 2468470.65 frames. utt_duration=1224 frames, utt_pad_proportion=0.06992, over 8074.79 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.315, pruned_loss=0.08042, over 2475398.90 frames. utt_duration=452.3 frames, utt_pad_proportion=0.072, over 21961.18 utterances.], batch size: 58, lr: 3.93e-04
2022-08-25 16:10:27,636 INFO [train.py:927] (4/8) Epoch 9, batch 16000, giga_loss[loss=0.2199, simple_loss=0.3094, pruned_loss=0.0652, over 12362.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02876, over 91.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3133, pruned_loss=0.07987, over 2473926.21 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07477, over 21143.03 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3015, pruned_loss=0.07258, over 2468251.40 frames. utt_duration=1229 frames, utt_pad_proportion=0.06892, over 8041.53 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3146, pruned_loss=0.08044, over 2474581.59 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07443, over 22256.70 utterances.], batch size: 91, lr: 3.93e-04
2022-08-25 16:12:14,478 INFO [train.py:927] (4/8) Epoch 9, batch 16050, giga_loss[loss=0.2272, simple_loss=0.3083, pruned_loss=0.07301, over 12430.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.03612, over 98.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3147, pruned_loss=0.08068, over 2473694.00 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07882, over 21697.62 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3011, pruned_loss=0.07239, over 2468014.41 frames. utt_duration=1235 frames, utt_pad_proportion=0.06767, over 8003.84 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3164, pruned_loss=0.08148, over 2474552.97 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07887, over 22915.06 utterances.], batch size: 98, lr: 3.93e-04
2022-08-25 16:13:58,590 INFO [train.py:927] (4/8) Epoch 9, batch 16100, giga_loss[loss=0.2575, simple_loss=0.3249, pruned_loss=0.09505, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03253, over 80.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3153, pruned_loss=0.08169, over 2473867.50 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07879, over 21298.83 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3013, pruned_loss=0.07261, over 2467773.69 frames. utt_duration=1228 frames, utt_pad_proportion=0.06998, over 8046.88 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.317, pruned_loss=0.08249, over 2474992.07 frames. utt_duration=435.9 frames, utt_pad_proportion=0.0783, over 22787.69 utterances.], batch size: 80, lr: 3.93e-04
2022-08-25 16:15:44,568 INFO [train.py:927] (4/8) Epoch 9, batch 16150, giga_loss[loss=0.2336, simple_loss=0.3131, pruned_loss=0.07702, over 12386.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02705, over 91.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3169, pruned_loss=0.08313, over 2473871.15 frames. utt_duration=469 frames, utt_pad_proportion=0.0775, over 21163.84 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3012, pruned_loss=0.07276, over 2467848.14 frames. utt_duration=1221 frames, utt_pad_proportion=0.07299, over 8094.44 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3188, pruned_loss=0.08391, over 2474876.72 frames. utt_duration=438 frames, utt_pad_proportion=0.07622, over 22675.52 utterances.], batch size: 91, lr: 3.93e-04
2022-08-25 16:17:34,263 INFO [train.py:927] (4/8) Epoch 9, batch 16200, giga_loss[loss=0.2392, simple_loss=0.3125, pruned_loss=0.08294, over 12367.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04001, over 145.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3181, pruned_loss=0.08356, over 2473651.72 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07402, over 20343.84 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3017, pruned_loss=0.07313, over 2468034.36 frames. utt_duration=1223 frames, utt_pad_proportion=0.07162, over 8080.33 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3195, pruned_loss=0.08409, over 2474422.33 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07362, over 21838.50 utterances.], batch size: 145, lr: 3.93e-04
2022-08-25 16:19:22,855 INFO [train.py:927] (4/8) Epoch 9, batch 16250, giga_loss[loss=0.2189, simple_loss=0.3149, pruned_loss=0.06148, over 12431.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3187, pruned_loss=0.08322, over 2474719.74 frames. utt_duration=488.6 frames, utt_pad_proportion=0.0737, over 20321.48 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3017, pruned_loss=0.07309, over 2468344.59 frames. utt_duration=1227 frames, utt_pad_proportion=0.07003, over 8056.29 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3203, pruned_loss=0.08396, over 2475190.07 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07398, over 21885.22 utterances.], batch size: 75, lr: 3.93e-04
2022-08-25 16:21:11,594 INFO [train.py:927] (4/8) Epoch 9, batch 16300, giga_loss[loss=0.2116, simple_loss=0.2925, pruned_loss=0.06539, over 12361.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03284, over 62.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3181, pruned_loss=0.08231, over 2475259.71 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07182, over 20678.15 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3016, pruned_loss=0.07307, over 2468299.87 frames. utt_duration=1228 frames, utt_pad_proportion=0.06978, over 8048.01 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3195, pruned_loss=0.08295, over 2475700.01 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07224, over 21968.22 utterances.], batch size: 62, lr: 3.93e-04
2022-08-25 16:22:55,958 INFO [train.py:927] (4/8) Epoch 9, batch 16350, giga_loss[loss=0.226, simple_loss=0.3135, pruned_loss=0.0693, over 12317.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.03421, over 51.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3186, pruned_loss=0.08371, over 2474871.08 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07613, over 21853.97 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3022, pruned_loss=0.07351, over 2468057.61 frames. utt_duration=1221 frames, utt_pad_proportion=0.07202, over 8092.28 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3195, pruned_loss=0.08397, over 2475548.76 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07543, over 23067.85 utterances.], batch size: 51, lr: 3.93e-04
2022-08-25 16:24:42,340 INFO [train.py:927] (4/8) Epoch 9, batch 16400, libri_loss[loss=0.2678, simple_loss=0.3362, pruned_loss=0.09967, over 12312.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01914, over 41.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3185, pruned_loss=0.08441, over 2474613.02 frames. utt_duration=447 frames, utt_pad_proportion=0.07764, over 22218.84 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3023, pruned_loss=0.0737, over 2468086.48 frames. utt_duration=1224 frames, utt_pad_proportion=0.07125, over 8075.02 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3192, pruned_loss=0.08458, over 2475219.02 frames. utt_duration=424.8 frames, utt_pad_proportion=0.07727, over 23385.19 utterances.], batch size: 41, lr: 3.93e-04
2022-08-25 16:26:28,943 INFO [train.py:927] (4/8) Epoch 9, batch 16450, giga_loss[loss=0.2484, simple_loss=0.3217, pruned_loss=0.08755, over 12379.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.0297, over 85.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.319, pruned_loss=0.08534, over 2473558.84 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07963, over 22133.73 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3024, pruned_loss=0.0738, over 2468210.02 frames. utt_duration=1224 frames, utt_pad_proportion=0.07075, over 8073.24 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3197, pruned_loss=0.08548, over 2473987.25 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07942, over 23172.28 utterances.], batch size: 85, lr: 3.93e-04
2022-08-25 16:28:16,437 INFO [train.py:927] (4/8) Epoch 9, batch 16500, libri_loss[loss=0.1691, simple_loss=0.2495, pruned_loss=0.04437, over 12214.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.04938, over 27.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3199, pruned_loss=0.08594, over 2474119.75 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07407, over 21613.42 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.302, pruned_loss=0.07362, over 2468029.19 frames. utt_duration=1228 frames, utt_pad_proportion=0.07043, over 8051.55 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3209, pruned_loss=0.08633, over 2474682.54 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07423, over 22576.19 utterances.], batch size: 27, lr: 3.93e-04
2022-08-25 16:30:01,169 INFO [train.py:927] (4/8) Epoch 9, batch 16550, libri_loss[loss=0.2806, simple_loss=0.448, pruned_loss=0.05655, over 12268.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007014, over 32.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3208, pruned_loss=0.08615, over 2473565.54 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07729, over 21430.95 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3032, pruned_loss=0.07362, over 2467948.09 frames. utt_duration=1228 frames, utt_pad_proportion=0.06995, over 8049.38 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3208, pruned_loss=0.08675, over 2474214.55 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07752, over 22504.73 utterances.], batch size: 32, lr: 3.93e-04
2022-08-25 16:31:47,164 INFO [train.py:927] (4/8) Epoch 9, batch 16600, giga_loss[loss=0.227, simple_loss=0.3143, pruned_loss=0.06982, over 12430.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04918, over 161.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3218, pruned_loss=0.0871, over 2474364.90 frames. utt_duration=456.4 frames, utt_pad_proportion=0.0786, over 21757.76 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3034, pruned_loss=0.0739, over 2468135.38 frames. utt_duration=1220 frames, utt_pad_proportion=0.07213, over 8099.71 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3221, pruned_loss=0.08765, over 2474890.29 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07819, over 22961.52 utterances.], batch size: 161, lr: 3.93e-04
2022-08-25 16:33:34,459 INFO [train.py:927] (4/8) Epoch 9, batch 16650, giga_loss[loss=0.2421, simple_loss=0.3121, pruned_loss=0.08608, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03265, over 42.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3213, pruned_loss=0.08652, over 2474231.74 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07239, over 20634.41 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3032, pruned_loss=0.07393, over 2468238.13 frames. utt_duration=1224 frames, utt_pad_proportion=0.07066, over 8074.07 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3222, pruned_loss=0.08728, over 2474723.65 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07288, over 21981.21 utterances.], batch size: 42, lr: 3.93e-04
2022-08-25 16:35:17,269 INFO [train.py:927] (4/8) Epoch 9, batch 16700, giga_loss[loss=0.2336, simple_loss=0.3183, pruned_loss=0.07441, over 12453.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03127, over 75.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3211, pruned_loss=0.08654, over 2474385.35 frames. utt_duration=486 frames, utt_pad_proportion=0.07043, over 20426.62 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3028, pruned_loss=0.0737, over 2468231.09 frames. utt_duration=1227 frames, utt_pad_proportion=0.07017, over 8055.39 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3225, pruned_loss=0.08747, over 2474841.72 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07108, over 21619.62 utterances.], batch size: 75, lr: 3.93e-04
2022-08-25 16:37:04,127 INFO [train.py:927] (4/8) Epoch 9, batch 16750, giga_loss[loss=0.3153, simple_loss=0.3579, pruned_loss=0.1364, over 12376.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3225, pruned_loss=0.08659, over 2475514.83 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07218, over 21150.54 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3029, pruned_loss=0.07375, over 2468633.63 frames. utt_duration=1227 frames, utt_pad_proportion=0.06957, over 8059.62 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3237, pruned_loss=0.08746, over 2475588.60 frames. utt_duration=446 frames, utt_pad_proportion=0.07282, over 22274.62 utterances.], batch size: 258, lr: 3.93e-04
2022-08-25 16:38:48,022 INFO [train.py:927] (4/8) Epoch 9, batch 16800, giga_loss[loss=0.2244, simple_loss=0.3094, pruned_loss=0.06968, over 12446.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3217, pruned_loss=0.08603, over 2475402.06 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07365, over 21145.45 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3033, pruned_loss=0.07408, over 2468517.49 frames. utt_duration=1225 frames, utt_pad_proportion=0.06895, over 8070.20 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3228, pruned_loss=0.08671, over 2475714.88 frames. utt_duration=445 frames, utt_pad_proportion=0.07434, over 22326.58 utterances.], batch size: 75, lr: 3.93e-04
2022-08-25 16:40:32,639 INFO [train.py:927] (4/8) Epoch 9, batch 16850, giga_loss[loss=0.2645, simple_loss=0.3339, pruned_loss=0.09754, over 12362.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04041, over 145.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3222, pruned_loss=0.08664, over 2475309.79 frames. utt_duration=469 frames, utt_pad_proportion=0.07124, over 21178.14 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3038, pruned_loss=0.07437, over 2468560.80 frames. utt_duration=1225 frames, utt_pad_proportion=0.06772, over 8073.42 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.323, pruned_loss=0.0872, over 2475685.10 frames. utt_duration=443 frames, utt_pad_proportion=0.07234, over 22430.46 utterances.], batch size: 145, lr: 3.93e-04
2022-08-25 16:42:21,527 INFO [train.py:927] (4/8) Epoch 9, batch 16900, giga_loss[loss=0.3093, simple_loss=0.3491, pruned_loss=0.1348, over 12350.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1975, over 366.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3222, pruned_loss=0.08714, over 2474987.77 frames. utt_duration=476.4 frames, utt_pad_proportion=0.0745, over 20845.94 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3038, pruned_loss=0.0745, over 2468525.66 frames. utt_duration=1221 frames, utt_pad_proportion=0.06904, over 8098.61 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3238, pruned_loss=0.0881, over 2475654.80 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07482, over 22495.76 utterances.], batch size: 366, lr: 3.93e-04
2022-08-25 16:44:07,128 INFO [train.py:927] (4/8) Epoch 9, batch 16950, giga_loss[loss=0.303, simple_loss=0.3457, pruned_loss=0.1302, over 12344.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.2109, over 372.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.323, pruned_loss=0.08847, over 2475194.82 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07896, over 22098.31 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3038, pruned_loss=0.07449, over 2468474.03 frames. utt_duration=1221 frames, utt_pad_proportion=0.06875, over 8095.12 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3243, pruned_loss=0.08929, over 2475792.93 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07904, over 23451.03 utterances.], batch size: 372, lr: 3.93e-04
2022-08-25 16:45:58,197 INFO [train.py:927] (4/8) Epoch 9, batch 17000, giga_loss[loss=0.3427, simple_loss=0.3816, pruned_loss=0.1518, over 12385.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1108, over 260.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3245, pruned_loss=0.0896, over 2474858.18 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08199, over 22769.34 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.304, pruned_loss=0.07467, over 2468579.53 frames. utt_duration=1224 frames, utt_pad_proportion=0.06742, over 8076.88 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3258, pruned_loss=0.09044, over 2475393.33 frames. utt_duration=410.5 frames, utt_pad_proportion=0.08239, over 24205.28 utterances.], batch size: 260, lr: 3.93e-04
2022-08-25 16:47:39,948 INFO [train.py:927] (4/8) Epoch 9, batch 17050, giga_loss[loss=0.2495, simple_loss=0.3257, pruned_loss=0.08671, over 12441.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04085, over 146.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.324, pruned_loss=0.08868, over 2475374.88 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08154, over 22911.03 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3045, pruned_loss=0.07483, over 2468588.81 frames. utt_duration=1221 frames, utt_pad_proportion=0.06716, over 8099.29 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.325, pruned_loss=0.08945, over 2475902.16 frames. utt_duration=409.1 frames, utt_pad_proportion=0.08205, over 24293.39 utterances.], batch size: 146, lr: 3.92e-04
2022-08-25 16:49:22,435 INFO [train.py:927] (4/8) Epoch 9, batch 17100, giga_loss[loss=0.2657, simple_loss=0.3182, pruned_loss=0.1066, over 12366.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2037, over 369.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3227, pruned_loss=0.08719, over 2475403.64 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07826, over 21912.13 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3043, pruned_loss=0.07461, over 2468484.40 frames. utt_duration=1227 frames, utt_pad_proportion=0.06599, over 8058.16 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3241, pruned_loss=0.08832, over 2476077.54 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07927, over 23377.95 utterances.], batch size: 369, lr: 3.92e-04
2022-08-25 16:51:08,364 INFO [train.py:927] (4/8) Epoch 9, batch 17150, giga_loss[loss=0.2321, simple_loss=0.3055, pruned_loss=0.07937, over 12466.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03619, over 105.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3206, pruned_loss=0.08615, over 2475595.66 frames. utt_duration=459 frames, utt_pad_proportion=0.07671, over 21645.39 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3043, pruned_loss=0.07457, over 2468526.39 frames. utt_duration=1229 frames, utt_pad_proportion=0.065, over 8042.06 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3222, pruned_loss=0.08732, over 2476246.83 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07797, over 23066.63 utterances.], batch size: 105, lr: 3.92e-04
2022-08-25 16:52:56,415 INFO [train.py:927] (4/8) Epoch 9, batch 17200, libri_loss[loss=0.2607, simple_loss=0.3362, pruned_loss=0.09264, over 12483.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.0321, over 46.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3182, pruned_loss=0.08544, over 2475649.80 frames. utt_duration=453 frames, utt_pad_proportion=0.07934, over 21932.73 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3042, pruned_loss=0.07455, over 2468801.45 frames. utt_duration=1230 frames, utt_pad_proportion=0.06461, over 8036.69 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3195, pruned_loss=0.08648, over 2475961.93 frames. utt_duration=428.6 frames, utt_pad_proportion=0.08037, over 23189.54 utterances.], batch size: 46, lr: 3.92e-04
2022-08-25 16:54:41,998 INFO [train.py:927] (4/8) Epoch 9, batch 17250, giga_loss[loss=0.2345, simple_loss=0.3229, pruned_loss=0.0731, over 12380.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04199, over 133.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3163, pruned_loss=0.08417, over 2475828.64 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07943, over 21573.57 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3044, pruned_loss=0.07453, over 2468891.73 frames. utt_duration=1231 frames, utt_pad_proportion=0.06397, over 8034.19 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3173, pruned_loss=0.08514, over 2476088.69 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08051, over 22747.19 utterances.], batch size: 133, lr: 3.92e-04
2022-08-25 16:56:26,029 INFO [train.py:927] (4/8) Epoch 9, batch 17300, giga_loss[loss=0.2065, simple_loss=0.3036, pruned_loss=0.05469, over 12432.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3147, pruned_loss=0.0808, over 2476147.00 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07735, over 21473.19 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.304, pruned_loss=0.07424, over 2468923.22 frames. utt_duration=1222 frames, utt_pad_proportion=0.06756, over 8091.14 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3162, pruned_loss=0.08203, over 2476512.87 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07726, over 22724.19 utterances.], batch size: 105, lr: 3.92e-04
2022-08-25 16:58:10,731 INFO [train.py:927] (4/8) Epoch 9, batch 17350, giga_loss[loss=0.2335, simple_loss=0.3228, pruned_loss=0.07211, over 12394.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04043, over 133.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.312, pruned_loss=0.07757, over 2476278.13 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07933, over 23056.38 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3041, pruned_loss=0.07432, over 2468849.10 frames. utt_duration=1223 frames, utt_pad_proportion=0.06679, over 8082.78 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3133, pruned_loss=0.07853, over 2476764.17 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07945, over 24241.16 utterances.], batch size: 133, lr: 3.92e-04
2022-08-25 16:59:55,149 INFO [train.py:927] (4/8) Epoch 9, batch 17400, giga_loss[loss=0.2117, simple_loss=0.3014, pruned_loss=0.06099, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02724, over 45.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.31, pruned_loss=0.07415, over 2476323.93 frames. utt_duration=430.4 frames, utt_pad_proportion=0.07761, over 23092.23 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3041, pruned_loss=0.07441, over 2468953.59 frames. utt_duration=1221 frames, utt_pad_proportion=0.06633, over 8097.17 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.311, pruned_loss=0.07487, over 2476741.22 frames. utt_duration=409.4 frames, utt_pad_proportion=0.07798, over 24283.87 utterances.], batch size: 45, lr: 3.92e-04
2022-08-25 17:01:39,869 INFO [train.py:927] (4/8) Epoch 9, batch 17450, giga_loss[loss=0.1995, simple_loss=0.2869, pruned_loss=0.05606, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04461, over 34.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3088, pruned_loss=0.07232, over 2476285.24 frames. utt_duration=427 frames, utt_pad_proportion=0.07453, over 23278.71 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3043, pruned_loss=0.07455, over 2469133.12 frames. utt_duration=1224 frames, utt_pad_proportion=0.06538, over 8077.41 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3096, pruned_loss=0.07275, over 2476596.35 frames. utt_duration=405.8 frames, utt_pad_proportion=0.07528, over 24497.98 utterances.], batch size: 34, lr: 3.92e-04
2022-08-25 17:03:25,498 INFO [train.py:927] (4/8) Epoch 9, batch 17500, giga_loss[loss=0.2007, simple_loss=0.273, pruned_loss=0.0642, over 12350.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1802, over 358.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3063, pruned_loss=0.07034, over 2476303.96 frames. utt_duration=417.8 frames, utt_pad_proportion=0.0739, over 23789.61 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3046, pruned_loss=0.07466, over 2469448.91 frames. utt_duration=1226 frames, utt_pad_proportion=0.06438, over 8068.01 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3067, pruned_loss=0.07053, over 2476397.58 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07483, over 25030.64 utterances.], batch size: 358, lr: 3.92e-04
2022-08-25 17:05:10,092 INFO [train.py:927] (4/8) Epoch 9, batch 17550, giga_loss[loss=0.1689, simple_loss=0.2642, pruned_loss=0.03678, over 12314.00 frames. utt_duration=705.1 frames, utt_pad_proportion=0.03273, over 70.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3049, pruned_loss=0.06896, over 2476186.37 frames. utt_duration=412 frames, utt_pad_proportion=0.07484, over 24129.12 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3046, pruned_loss=0.07464, over 2469677.18 frames. utt_duration=1227 frames, utt_pad_proportion=0.06399, over 8062.12 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3052, pruned_loss=0.06905, over 2476152.29 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07567, over 25314.78 utterances.], batch size: 70, lr: 3.92e-04
2022-08-25 17:06:52,022 INFO [train.py:927] (4/8) Epoch 9, batch 17600, giga_loss[loss=0.2051, simple_loss=0.2933, pruned_loss=0.0584, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03862, over 40.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3031, pruned_loss=0.06767, over 2476461.78 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07387, over 23367.90 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3047, pruned_loss=0.0749, over 2469897.78 frames. utt_duration=1206 frames, utt_pad_proportion=0.07041, over 8205.63 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3032, pruned_loss=0.06714, over 2476572.78 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07279, over 25059.15 utterances.], batch size: 40, lr: 3.92e-04
2022-08-25 17:08:35,500 INFO [train.py:927] (4/8) Epoch 9, batch 17650, libri_loss[loss=0.2211, simple_loss=0.3051, pruned_loss=0.06851, over 12454.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005762, over 35.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2993, pruned_loss=0.06513, over 2476313.40 frames. utt_duration=422 frames, utt_pad_proportion=0.07354, over 23552.86 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3043, pruned_loss=0.07469, over 2469721.58 frames. utt_duration=1212 frames, utt_pad_proportion=0.06914, over 8163.91 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2996, pruned_loss=0.06471, over 2476702.02 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07308, over 25282.94 utterances.], batch size: 35, lr: 3.92e-04
2022-08-25 17:10:23,801 INFO [train.py:927] (4/8) Epoch 9, batch 17700, giga_loss[loss=0.2184, simple_loss=0.3073, pruned_loss=0.06471, over 12391.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05175, over 161.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2968, pruned_loss=0.06362, over 2476491.67 frames. utt_duration=415.7 frames, utt_pad_proportion=0.0736, over 23910.88 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3043, pruned_loss=0.07464, over 2469788.14 frames. utt_duration=1212 frames, utt_pad_proportion=0.06865, over 8159.30 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2971, pruned_loss=0.06325, over 2476797.78 frames. utt_duration=391.4 frames, utt_pad_proportion=0.07338, over 25406.47 utterances.], batch size: 161, lr: 3.92e-04
2022-08-25 17:12:19,057 INFO [train.py:927] (4/8) Epoch 9, batch 17750, giga_loss[loss=0.215, simple_loss=0.3117, pruned_loss=0.05916, over 12399.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04411, over 146.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2985, pruned_loss=0.06391, over 2476564.58 frames. utt_duration=391.1 frames, utt_pad_proportion=0.07728, over 25419.37 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3045, pruned_loss=0.07458, over 2470060.64 frames. utt_duration=1211 frames, utt_pad_proportion=0.06859, over 8169.00 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2984, pruned_loss=0.06351, over 2476647.49 frames. utt_duration=370.8 frames, utt_pad_proportion=0.07697, over 26821.94 utterances.], batch size: 146, lr: 3.92e-04
2022-08-25 17:14:28,671 INFO [train.py:927] (4/8) Epoch 9, batch 17800, giga_loss[loss=0.1938, simple_loss=0.2776, pruned_loss=0.05501, over 12360.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03245, over 97.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2987, pruned_loss=0.06371, over 2476973.90 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07109, over 25208.40 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3042, pruned_loss=0.07452, over 2470093.27 frames. utt_duration=1214 frames, utt_pad_proportion=0.06785, over 8150.51 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2988, pruned_loss=0.06332, over 2477107.32 frames. utt_duration=374.4 frames, utt_pad_proportion=0.07134, over 26565.56 utterances.], batch size: 97, lr: 3.92e-04
2022-08-25 17:16:28,676 INFO [train.py:927] (4/8) Epoch 9, batch 17850, giga_loss[loss=0.184, simple_loss=0.2793, pruned_loss=0.04442, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04002, over 113.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2975, pruned_loss=0.06236, over 2476969.04 frames. utt_duration=382.8 frames, utt_pad_proportion=0.07446, over 25972.81 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3044, pruned_loss=0.07464, over 2470072.74 frames. utt_duration=1204 frames, utt_pad_proportion=0.07128, over 8215.25 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2973, pruned_loss=0.06174, over 2477204.45 frames. utt_duration=364.4 frames, utt_pad_proportion=0.07363, over 27296.37 utterances.], batch size: 113, lr: 3.92e-04
2022-08-25 17:18:37,364 INFO [train.py:927] (4/8) Epoch 9, batch 17900, giga_loss[loss=0.1949, simple_loss=0.2848, pruned_loss=0.05248, over 12373.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05563, over 181.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2955, pruned_loss=0.0618, over 2477215.25 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07111, over 25534.70 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3045, pruned_loss=0.07478, over 2470218.52 frames. utt_duration=1206 frames, utt_pad_proportion=0.07074, over 8202.13 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2952, pruned_loss=0.06107, over 2477332.07 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07073, over 26747.59 utterances.], batch size: 181, lr: 3.92e-04
2022-08-25 17:20:31,342 INFO [train.py:927] (4/8) Epoch 9, batch 17950, giga_loss[loss=0.2263, simple_loss=0.3128, pruned_loss=0.06992, over 12364.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2949, pruned_loss=0.06129, over 2477213.81 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07198, over 25365.30 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3048, pruned_loss=0.07504, over 2470122.33 frames. utt_duration=1198 frames, utt_pad_proportion=0.07436, over 8260.92 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2943, pruned_loss=0.06025, over 2477490.85 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0707, over 26583.82 utterances.], batch size: 97, lr: 3.92e-04
2022-08-25 17:22:49,170 INFO [train.py:927] (4/8) Epoch 9, batch 18000, giga_loss[loss=0.192, simple_loss=0.281, pruned_loss=0.05155, over 12216.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.03036, over 36.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2955, pruned_loss=0.06095, over 2477731.19 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07124, over 24833.31 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3046, pruned_loss=0.07519, over 2470111.52 frames. utt_duration=1193 frames, utt_pad_proportion=0.07711, over 8292.13 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2949, pruned_loss=0.05965, over 2478140.01 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06937, over 26158.16 utterances.], batch size: 36, lr: 3.92e-04
2022-08-25 17:22:49,170 INFO [train.py:958] (4/8) Computing validation loss
2022-08-25 17:23:03,443 INFO [train.py:967] (4/8) Epoch 9, validation: loss=0.1782, simple_loss=0.2886, pruned_loss=0.03391, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 17:25:05,011 INFO [train.py:927] (4/8) Epoch 9, batch 18050, giga_loss[loss=0.1932, simple_loss=0.2813, pruned_loss=0.05261, over 12350.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03022, over 51.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2942, pruned_loss=0.06023, over 2477893.75 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07105, over 24563.78 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3045, pruned_loss=0.07522, over 2470456.37 frames. utt_duration=1186 frames, utt_pad_proportion=0.07999, over 8339.26 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2935, pruned_loss=0.0588, over 2478073.92 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06853, over 25938.18 utterances.], batch size: 51, lr: 3.92e-04
2022-08-25 17:27:13,170 INFO [train.py:927] (4/8) Epoch 9, batch 18100, giga_loss[loss=0.2043, simple_loss=0.2979, pruned_loss=0.05531, over 12429.00 frames. utt_duration=308 frames, utt_pad_proportion=0.04946, over 162.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2964, pruned_loss=0.05945, over 2478243.76 frames. utt_duration=404 frames, utt_pad_proportion=0.06894, over 24614.20 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3048, pruned_loss=0.07535, over 2470429.11 frames. utt_duration=1177 frames, utt_pad_proportion=0.08341, over 8408.39 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2955, pruned_loss=0.05802, over 2478518.90 frames. utt_duration=384.7 frames, utt_pad_proportion=0.06608, over 25855.48 utterances.], batch size: 162, lr: 3.92e-04
2022-08-25 17:29:22,115 INFO [train.py:927] (4/8) Epoch 9, batch 18150, giga_loss[loss=0.183, simple_loss=0.2807, pruned_loss=0.0426, over 12354.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03278, over 58.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2967, pruned_loss=0.05863, over 2477785.91 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07026, over 25070.44 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3045, pruned_loss=0.07512, over 2469877.38 frames. utt_duration=1181 frames, utt_pad_proportion=0.08279, over 8377.48 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2961, pruned_loss=0.05741, over 2478628.60 frames. utt_duration=377.1 frames, utt_pad_proportion=0.06808, over 26376.06 utterances.], batch size: 58, lr: 3.92e-04
2022-08-25 17:31:27,904 INFO [train.py:927] (4/8) Epoch 9, batch 18200, giga_loss[loss=0.2141, simple_loss=0.2984, pruned_loss=0.06488, over 12440.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02785, over 80.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2983, pruned_loss=0.06067, over 2477978.29 frames. utt_duration=389.6 frames, utt_pad_proportion=0.07187, over 25520.66 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3047, pruned_loss=0.07523, over 2469741.58 frames. utt_duration=1178 frames, utt_pad_proportion=0.08182, over 8398.13 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2975, pruned_loss=0.05919, over 2478965.49 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07021, over 26974.99 utterances.], batch size: 80, lr: 3.91e-04
2022-08-25 17:34:00,055 INFO [train.py:927] (4/8) Epoch 9, batch 18250, giga_loss[loss=0.1741, simple_loss=0.2658, pruned_loss=0.04117, over 12381.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.02496, over 62.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2985, pruned_loss=0.06139, over 2477965.25 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07134, over 24716.90 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3052, pruned_loss=0.07561, over 2469670.17 frames. utt_duration=1183 frames, utt_pad_proportion=0.08031, over 8361.47 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2972, pruned_loss=0.05951, over 2479017.43 frames. utt_duration=378.1 frames, utt_pad_proportion=0.07042, over 26310.38 utterances.], batch size: 62, lr: 3.91e-04
2022-08-25 17:36:10,617 INFO [train.py:927] (4/8) Epoch 9, batch 18300, giga_loss[loss=0.2077, simple_loss=0.2893, pruned_loss=0.06305, over 12446.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.0287, over 122.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2955, pruned_loss=0.05972, over 2478428.96 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06821, over 24606.72 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.305, pruned_loss=0.0755, over 2469962.24 frames. utt_duration=1185 frames, utt_pad_proportion=0.07947, over 8349.04 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2946, pruned_loss=0.05815, over 2479128.40 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06783, over 26083.17 utterances.], batch size: 122, lr: 3.91e-04
2022-08-25 17:38:15,729 INFO [train.py:927] (4/8) Epoch 9, batch 18350, giga_loss[loss=0.2145, simple_loss=0.3108, pruned_loss=0.05905, over 12444.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.0487, over 162.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2944, pruned_loss=0.05919, over 2478720.62 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06721, over 24208.50 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3048, pruned_loss=0.07537, over 2469894.56 frames. utt_duration=1189 frames, utt_pad_proportion=0.07799, over 8321.49 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2937, pruned_loss=0.0577, over 2479527.27 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06732, over 25764.11 utterances.], batch size: 162, lr: 3.91e-04
2022-08-25 17:40:16,470 INFO [train.py:927] (4/8) Epoch 9, batch 18400, giga_loss[loss=0.1941, simple_loss=0.2839, pruned_loss=0.05219, over 12394.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02954, over 58.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2942, pruned_loss=0.06017, over 2478707.66 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06781, over 23715.84 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3048, pruned_loss=0.07547, over 2470033.53 frames. utt_duration=1182 frames, utt_pad_proportion=0.07939, over 8371.14 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.05816, over 2479645.63 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06726, over 25650.48 utterances.], batch size: 58, lr: 3.91e-04
2022-08-25 17:42:23,557 INFO [train.py:927] (4/8) Epoch 9, batch 18450, giga_loss[loss=0.2166, simple_loss=0.3073, pruned_loss=0.06288, over 12372.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03987, over 145.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2938, pruned_loss=0.06032, over 2478632.63 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06663, over 23096.37 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3045, pruned_loss=0.07536, over 2469958.61 frames. utt_duration=1186 frames, utt_pad_proportion=0.0786, over 8337.74 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.293, pruned_loss=0.05863, over 2479552.09 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06647, over 24856.88 utterances.], batch size: 145, lr: 3.91e-04
2022-08-25 17:44:39,098 INFO [train.py:927] (4/8) Epoch 9, batch 18500, giga_loss[loss=0.1997, simple_loss=0.2928, pruned_loss=0.05333, over 12261.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03717, over 28.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2951, pruned_loss=0.06021, over 2478471.66 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06761, over 23340.15 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3048, pruned_loss=0.07555, over 2469979.54 frames. utt_duration=1189 frames, utt_pad_proportion=0.07692, over 8317.26 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.0582, over 2479482.30 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06779, over 25241.31 utterances.], batch size: 28, lr: 3.91e-04
2022-08-25 17:46:51,225 INFO [train.py:927] (4/8) Epoch 9, batch 18550, giga_loss[loss=0.1831, simple_loss=0.2687, pruned_loss=0.04878, over 12418.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03275, over 122.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2927, pruned_loss=0.0592, over 2479090.30 frames. utt_duration=427.3 frames, utt_pad_proportion=0.06775, over 23270.75 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3044, pruned_loss=0.07528, over 2470151.21 frames. utt_duration=1193 frames, utt_pad_proportion=0.07639, over 8295.57 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2918, pruned_loss=0.05748, over 2479931.35 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06798, over 25154.83 utterances.], batch size: 122, lr: 3.91e-04
2022-08-25 17:48:49,923 INFO [train.py:927] (4/8) Epoch 9, batch 18600, libri_loss[loss=0.246, simple_loss=0.3293, pruned_loss=0.08132, over 12454.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.01028, over 39.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2881, pruned_loss=0.05786, over 2478888.70 frames. utt_duration=434.2 frames, utt_pad_proportion=0.06865, over 22899.46 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3044, pruned_loss=0.07542, over 2470431.50 frames. utt_duration=1199 frames, utt_pad_proportion=0.07438, over 8253.02 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2869, pruned_loss=0.05579, over 2479582.09 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06925, over 24915.69 utterances.], batch size: 39, lr: 3.91e-04
2022-08-25 17:50:46,707 INFO [train.py:927] (4/8) Epoch 9, batch 18650, giga_loss[loss=0.1834, simple_loss=0.2782, pruned_loss=0.04432, over 12337.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03392, over 62.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2891, pruned_loss=0.05864, over 2478020.59 frames. utt_duration=439.1 frames, utt_pad_proportion=0.06556, over 22633.44 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3041, pruned_loss=0.07547, over 2469936.69 frames. utt_duration=1206 frames, utt_pad_proportion=0.0728, over 8203.18 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.288, pruned_loss=0.05645, over 2479222.54 frames. utt_duration=402.8 frames, utt_pad_proportion=0.06671, over 24688.80 utterances.], batch size: 62, lr: 3.91e-04
2022-08-25 17:52:48,173 INFO [train.py:927] (4/8) Epoch 9, batch 18700, giga_loss[loss=0.2275, simple_loss=0.3235, pruned_loss=0.06582, over 12396.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04041, over 133.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2878, pruned_loss=0.05755, over 2477645.35 frames. utt_duration=433.2 frames, utt_pad_proportion=0.06576, over 22940.56 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3034, pruned_loss=0.07502, over 2469715.49 frames. utt_duration=1215 frames, utt_pad_proportion=0.07112, over 8140.94 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.287, pruned_loss=0.05568, over 2479063.22 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06708, over 25110.12 utterances.], batch size: 133, lr: 3.91e-04
2022-08-25 17:55:04,856 INFO [train.py:927] (4/8) Epoch 9, batch 18750, giga_loss[loss=0.1967, simple_loss=0.2851, pruned_loss=0.05414, over 12431.00 frames. utt_duration=233.4 frames, utt_pad_proportion=0.07386, over 214.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2861, pruned_loss=0.05701, over 2477925.17 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07007, over 23887.14 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3035, pruned_loss=0.07507, over 2470063.45 frames. utt_duration=1214 frames, utt_pad_proportion=0.07051, over 8151.52 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2851, pruned_loss=0.05508, over 2478921.10 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07093, over 25940.49 utterances.], batch size: 214, lr: 3.91e-04
2022-08-25 17:57:15,151 INFO [train.py:927] (4/8) Epoch 9, batch 18800, giga_loss[loss=0.2087, simple_loss=0.2888, pruned_loss=0.0643, over 12339.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03347, over 62.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2866, pruned_loss=0.05755, over 2477424.73 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06796, over 24487.28 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3029, pruned_loss=0.0749, over 2469953.19 frames. utt_duration=1218 frames, utt_pad_proportion=0.06952, over 8124.76 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2859, pruned_loss=0.05578, over 2478486.24 frames. utt_duration=375.1 frames, utt_pad_proportion=0.06905, over 26510.00 utterances.], batch size: 62, lr: 3.91e-04
2022-08-25 17:59:13,323 INFO [train.py:927] (4/8) Epoch 9, batch 18850, giga_loss[loss=0.2006, simple_loss=0.304, pruned_loss=0.04864, over 12343.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2863, pruned_loss=0.05746, over 2477081.69 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06757, over 24552.37 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3028, pruned_loss=0.07491, over 2469867.11 frames. utt_duration=1214 frames, utt_pad_proportion=0.06973, over 8148.60 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2857, pruned_loss=0.05583, over 2478115.71 frames. utt_duration=377.4 frames, utt_pad_proportion=0.0684, over 26351.31 utterances.], batch size: 62, lr: 3.91e-04
2022-08-25 18:01:14,506 INFO [train.py:927] (4/8) Epoch 9, batch 18900, giga_loss[loss=0.236, simple_loss=0.3309, pruned_loss=0.0706, over 12371.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.0466, over 146.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2888, pruned_loss=0.05754, over 2477224.71 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06724, over 24429.89 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3028, pruned_loss=0.0749, over 2469936.04 frames. utt_duration=1219 frames, utt_pad_proportion=0.06815, over 8117.48 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.288, pruned_loss=0.05577, over 2478205.22 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06834, over 26339.71 utterances.], batch size: 146, lr: 3.91e-04
2022-08-25 18:03:14,073 INFO [train.py:927] (4/8) Epoch 9, batch 18950, giga_loss[loss=0.193, simple_loss=0.2875, pruned_loss=0.04926, over 12423.00 frames. utt_duration=375 frames, utt_pad_proportion=0.0384, over 133.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2894, pruned_loss=0.05702, over 2476967.54 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06379, over 23741.50 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3028, pruned_loss=0.0749, over 2469898.90 frames. utt_duration=1222 frames, utt_pad_proportion=0.06738, over 8097.79 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2885, pruned_loss=0.05541, over 2477854.76 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06512, over 25470.89 utterances.], batch size: 133, lr: 3.91e-04
2022-08-25 18:05:23,167 INFO [train.py:927] (4/8) Epoch 9, batch 19000, giga_loss[loss=0.2044, simple_loss=0.2837, pruned_loss=0.0625, over 12378.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02844, over 85.00 utterances.], tot_loss[loss=0.2, simple_loss=0.288, pruned_loss=0.05606, over 2477382.68 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06179, over 23309.00 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3026, pruned_loss=0.07481, over 2469923.81 frames. utt_duration=1223 frames, utt_pad_proportion=0.06695, over 8091.35 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2871, pruned_loss=0.05448, over 2478213.27 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06311, over 25026.64 utterances.], batch size: 85, lr: 3.91e-04
2022-08-25 18:07:25,960 INFO [train.py:927] (4/8) Epoch 9, batch 19050, giga_loss[loss=0.19, simple_loss=0.2715, pruned_loss=0.05424, over 12275.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02754, over 54.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2876, pruned_loss=0.05629, over 2476961.26 frames. utt_duration=435 frames, utt_pad_proportion=0.06056, over 22840.91 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3026, pruned_loss=0.07479, over 2469843.34 frames. utt_duration=1216 frames, utt_pad_proportion=0.06975, over 8133.73 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2865, pruned_loss=0.05444, over 2477933.83 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06074, over 24652.91 utterances.], batch size: 54, lr: 3.91e-04
2022-08-25 18:09:32,263 INFO [train.py:927] (4/8) Epoch 9, batch 19100, giga_loss[loss=0.2213, simple_loss=0.312, pruned_loss=0.06529, over 12374.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.0462, over 146.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2894, pruned_loss=0.05718, over 2476859.32 frames. utt_duration=443 frames, utt_pad_proportion=0.05791, over 22427.13 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.302, pruned_loss=0.0745, over 2469781.71 frames. utt_duration=1222 frames, utt_pad_proportion=0.06805, over 8097.35 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2886, pruned_loss=0.05537, over 2477929.15 frames. utt_duration=407.5 frames, utt_pad_proportion=0.05866, over 24398.03 utterances.], batch size: 146, lr: 3.91e-04
2022-08-25 18:11:30,518 INFO [train.py:927] (4/8) Epoch 9, batch 19150, giga_loss[loss=0.2022, simple_loss=0.2907, pruned_loss=0.05685, over 12234.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03222, over 45.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2919, pruned_loss=0.05866, over 2477050.61 frames. utt_duration=413 frames, utt_pad_proportion=0.06232, over 24062.23 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3026, pruned_loss=0.0748, over 2469857.01 frames. utt_duration=1209 frames, utt_pad_proportion=0.07147, over 8180.40 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2906, pruned_loss=0.05674, over 2477928.81 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06157, over 25746.26 utterances.], batch size: 45, lr: 3.91e-04
2022-08-25 18:13:37,624 INFO [train.py:927] (4/8) Epoch 9, batch 19200, giga_loss[loss=0.237, simple_loss=0.3163, pruned_loss=0.07884, over 12367.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04699, over 146.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2941, pruned_loss=0.05938, over 2477458.19 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06411, over 24887.23 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3027, pruned_loss=0.07484, over 2469906.80 frames. utt_duration=1208 frames, utt_pad_proportion=0.07114, over 8188.60 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.0577, over 2478164.14 frames. utt_duration=377.6 frames, utt_pad_proportion=0.0635, over 26338.81 utterances.], batch size: 146, lr: 3.91e-04
2022-08-25 18:15:55,405 INFO [train.py:927] (4/8) Epoch 9, batch 19250, giga_loss[loss=0.1887, simple_loss=0.2793, pruned_loss=0.04911, over 12477.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02692, over 55.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2935, pruned_loss=0.05879, over 2477401.01 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06419, over 24877.60 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3035, pruned_loss=0.07486, over 2469714.58 frames. utt_duration=1211 frames, utt_pad_proportion=0.07033, over 8168.85 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2917, pruned_loss=0.05725, over 2478223.41 frames. utt_duration=378.7 frames, utt_pad_proportion=0.0639, over 26261.13 utterances.], batch size: 55, lr: 3.91e-04
2022-08-25 18:17:58,025 INFO [train.py:927] (4/8) Epoch 9, batch 19300, giga_loss[loss=0.2503, simple_loss=0.3195, pruned_loss=0.09055, over 12416.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07031, over 213.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.292, pruned_loss=0.05809, over 2477157.98 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06175, over 23907.43 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3033, pruned_loss=0.07468, over 2469827.68 frames. utt_duration=1205 frames, utt_pad_proportion=0.07359, over 8212.13 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2905, pruned_loss=0.05658, over 2477899.28 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06065, over 25404.87 utterances.], batch size: 213, lr: 3.91e-04
2022-08-25 18:20:04,986 INFO [train.py:927] (4/8) Epoch 9, batch 19350, giga_loss[loss=0.1842, simple_loss=0.2722, pruned_loss=0.04808, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03525, over 43.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2901, pruned_loss=0.05773, over 2477969.48 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06073, over 23547.88 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3032, pruned_loss=0.07464, over 2470076.69 frames. utt_duration=1205 frames, utt_pad_proportion=0.07281, over 8209.83 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2889, pruned_loss=0.0563, over 2478470.24 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06005, over 25003.47 utterances.], batch size: 43, lr: 3.91e-04
2022-08-25 18:22:09,594 INFO [train.py:927] (4/8) Epoch 9, batch 19400, giga_loss[loss=0.1789, simple_loss=0.2727, pruned_loss=0.04255, over 12371.00 frames. utt_duration=376.2 frames, utt_pad_proportion=0.03551, over 132.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.29, pruned_loss=0.05712, over 2478293.76 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06209, over 24077.91 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.303, pruned_loss=0.0745, over 2470501.23 frames. utt_duration=1209 frames, utt_pad_proportion=0.07176, over 8182.80 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.289, pruned_loss=0.05581, over 2478442.70 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06176, over 25556.79 utterances.], batch size: 132, lr: 3.90e-04
2022-08-25 18:23:58,954 INFO [train.py:927] (4/8) Epoch 9, batch 19450, giga_loss[loss=0.199, simple_loss=0.291, pruned_loss=0.05353, over 12345.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03237, over 51.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2919, pruned_loss=0.0572, over 2477472.76 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06102, over 23478.12 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3031, pruned_loss=0.07438, over 2469542.79 frames. utt_duration=1212 frames, utt_pad_proportion=0.0703, over 8160.44 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2905, pruned_loss=0.05552, over 2478866.24 frames. utt_duration=392 frames, utt_pad_proportion=0.06115, over 25373.48 utterances.], batch size: 51, lr: 3.90e-04
2022-08-25 18:26:09,232 INFO [train.py:927] (4/8) Epoch 9, batch 19500, giga_loss[loss=0.1865, simple_loss=0.2818, pruned_loss=0.04566, over 12472.00 frames. utt_duration=745.9 frames, utt_pad_proportion=0.03258, over 67.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2924, pruned_loss=0.05737, over 2477603.73 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06161, over 23508.36 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3031, pruned_loss=0.07455, over 2469436.75 frames. utt_duration=1218 frames, utt_pad_proportion=0.06906, over 8120.78 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.291, pruned_loss=0.05546, over 2479008.27 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06199, over 25429.07 utterances.], batch size: 67, lr: 3.90e-04
2022-08-25 18:28:17,511 INFO [train.py:927] (4/8) Epoch 9, batch 19550, giga_loss[loss=0.1951, simple_loss=0.2916, pruned_loss=0.04926, over 12368.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02874, over 91.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2921, pruned_loss=0.05751, over 2477730.90 frames. utt_duration=425.7 frames, utt_pad_proportion=0.06274, over 23347.12 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3029, pruned_loss=0.07445, over 2469606.66 frames. utt_duration=1223 frames, utt_pad_proportion=0.0672, over 8088.00 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2907, pruned_loss=0.05533, over 2479057.80 frames. utt_duration=388.8 frames, utt_pad_proportion=0.0634, over 25583.47 utterances.], batch size: 91, lr: 3.90e-04
2022-08-25 18:30:32,356 INFO [train.py:927] (4/8) Epoch 9, batch 19600, giga_loss[loss=0.2262, simple_loss=0.317, pruned_loss=0.06769, over 12459.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03297, over 105.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2934, pruned_loss=0.05748, over 2477650.70 frames. utt_duration=420.2 frames, utt_pad_proportion=0.06275, over 23655.82 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3027, pruned_loss=0.07421, over 2469553.97 frames. utt_duration=1224 frames, utt_pad_proportion=0.06678, over 8083.19 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2921, pruned_loss=0.05556, over 2478942.84 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06334, over 25776.35 utterances.], batch size: 105, lr: 3.90e-04
2022-08-25 18:32:45,918 INFO [train.py:927] (4/8) Epoch 9, batch 19650, giga_loss[loss=0.1999, simple_loss=0.2873, pruned_loss=0.05624, over 12448.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03007, over 80.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2954, pruned_loss=0.05852, over 2478209.48 frames. utt_duration=433.6 frames, utt_pad_proportion=0.06084, over 22927.39 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.303, pruned_loss=0.07436, over 2469698.17 frames. utt_duration=1227 frames, utt_pad_proportion=0.06519, over 8062.46 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2939, pruned_loss=0.05631, over 2479380.61 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06192, over 25158.37 utterances.], batch size: 80, lr: 3.90e-04
2022-08-25 18:35:11,155 INFO [train.py:927] (4/8) Epoch 9, batch 19700, giga_loss[loss=0.1884, simple_loss=0.2765, pruned_loss=0.05016, over 12455.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03285, over 105.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2935, pruned_loss=0.05755, over 2478914.96 frames. utt_duration=443.4 frames, utt_pad_proportion=0.05781, over 22422.74 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3032, pruned_loss=0.07438, over 2469789.18 frames. utt_duration=1226 frames, utt_pad_proportion=0.0649, over 8067.79 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.292, pruned_loss=0.05566, over 2479829.26 frames. utt_duration=409.2 frames, utt_pad_proportion=0.05898, over 24308.84 utterances.], batch size: 105, lr: 3.90e-04
2022-08-25 18:37:16,731 INFO [train.py:927] (4/8) Epoch 9, batch 19750, giga_loss[loss=0.184, simple_loss=0.2774, pruned_loss=0.04535, over 12382.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.02817, over 58.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.293, pruned_loss=0.05707, over 2478169.50 frames. utt_duration=434.9 frames, utt_pad_proportion=0.05828, over 22855.37 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3029, pruned_loss=0.0743, over 2469140.73 frames. utt_duration=1232 frames, utt_pad_proportion=0.06374, over 8028.58 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2918, pruned_loss=0.05524, over 2479693.54 frames. utt_duration=402.2 frames, utt_pad_proportion=0.05948, over 24734.80 utterances.], batch size: 58, lr: 3.90e-04
2022-08-25 18:39:16,053 INFO [train.py:927] (4/8) Epoch 9, batch 19800, giga_loss[loss=0.187, simple_loss=0.2793, pruned_loss=0.04739, over 12439.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.02919, over 122.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.295, pruned_loss=0.05787, over 2478154.07 frames. utt_duration=433.6 frames, utt_pad_proportion=0.05722, over 22924.07 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3029, pruned_loss=0.07433, over 2469350.20 frames. utt_duration=1229 frames, utt_pad_proportion=0.06379, over 8045.06 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.294, pruned_loss=0.05617, over 2479289.18 frames. utt_duration=404.3 frames, utt_pad_proportion=0.05822, over 24598.21 utterances.], batch size: 122, lr: 3.90e-04
2022-08-25 18:41:06,133 INFO [train.py:927] (4/8) Epoch 9, batch 19850, giga_loss[loss=0.1962, simple_loss=0.2888, pruned_loss=0.05183, over 12326.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.0292, over 66.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2933, pruned_loss=0.05776, over 2478193.88 frames. utt_duration=435.3 frames, utt_pad_proportion=0.05828, over 22836.77 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.303, pruned_loss=0.07436, over 2469388.16 frames. utt_duration=1228 frames, utt_pad_proportion=0.06388, over 8056.50 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2924, pruned_loss=0.05618, over 2479172.34 frames. utt_duration=408.7 frames, utt_pad_proportion=0.05893, over 24332.24 utterances.], batch size: 66, lr: 3.90e-04
2022-08-25 18:43:00,674 INFO [train.py:927] (4/8) Epoch 9, batch 19900, giga_loss[loss=0.2335, simple_loss=0.3256, pruned_loss=0.07075, over 12344.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03349, over 97.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2951, pruned_loss=0.05912, over 2477603.69 frames. utt_duration=433.6 frames, utt_pad_proportion=0.06094, over 22920.65 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3027, pruned_loss=0.07407, over 2469675.99 frames. utt_duration=1234 frames, utt_pad_proportion=0.06223, over 8015.33 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2942, pruned_loss=0.05758, over 2478379.67 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06173, over 24638.51 utterances.], batch size: 97, lr: 3.90e-04
2022-08-25 18:44:43,724 INFO [train.py:927] (4/8) Epoch 9, batch 19950, giga_loss[loss=0.2485, simple_loss=0.3205, pruned_loss=0.08825, over 12368.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1901, over 363.00 utterances.], tot_loss[loss=0.214, simple_loss=0.3017, pruned_loss=0.06314, over 2476061.17 frames. utt_duration=437.4 frames, utt_pad_proportion=0.0632, over 22709.21 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3022, pruned_loss=0.07386, over 2469372.90 frames. utt_duration=1240 frames, utt_pad_proportion=0.06139, over 7978.33 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.3013, pruned_loss=0.06187, over 2477062.16 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06392, over 24351.41 utterances.], batch size: 363, lr: 3.90e-04
2022-08-25 18:46:24,698 INFO [train.py:927] (4/8) Epoch 9, batch 20000, giga_loss[loss=0.2641, simple_loss=0.326, pruned_loss=0.1011, over 12358.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1027, over 257.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2988, pruned_loss=0.06232, over 2474964.40 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06014, over 21235.46 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3018, pruned_loss=0.07358, over 2468964.94 frames. utt_duration=1245 frames, utt_pad_proportion=0.06029, over 7939.20 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2989, pruned_loss=0.06131, over 2476249.73 frames. utt_duration=434.2 frames, utt_pad_proportion=0.06128, over 22881.49 utterances.], batch size: 257, lr: 3.90e-04
2022-08-25 18:48:09,990 INFO [train.py:927] (4/8) Epoch 9, batch 20050, giga_loss[loss=0.1704, simple_loss=0.2533, pruned_loss=0.04375, over 12309.00 frames. utt_duration=913.2 frames, utt_pad_proportion=0.02434, over 54.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2925, pruned_loss=0.06028, over 2474981.29 frames. utt_duration=482.6 frames, utt_pad_proportion=0.05804, over 20571.61 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3012, pruned_loss=0.07321, over 2468732.86 frames. utt_duration=1249 frames, utt_pad_proportion=0.05948, over 7913.55 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.293, pruned_loss=0.05961, over 2476318.87 frames. utt_duration=448.7 frames, utt_pad_proportion=0.05938, over 22139.85 utterances.], batch size: 54, lr: 3.90e-04
2022-08-25 18:49:52,277 INFO [train.py:927] (4/8) Epoch 9, batch 20100, giga_loss[loss=0.1538, simple_loss=0.236, pruned_loss=0.03582, over 12360.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.0468, over 31.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2849, pruned_loss=0.05808, over 2474201.50 frames. utt_duration=482.8 frames, utt_pad_proportion=0.05929, over 20555.83 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3009, pruned_loss=0.07306, over 2468528.63 frames. utt_duration=1253 frames, utt_pad_proportion=0.05864, over 7889.82 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2853, pruned_loss=0.05738, over 2475588.31 frames. utt_duration=449.3 frames, utt_pad_proportion=0.06055, over 22107.49 utterances.], batch size: 31, lr: 3.90e-04
2022-08-25 18:51:35,239 INFO [train.py:927] (4/8) Epoch 9, batch 20150, giga_loss[loss=0.1575, simple_loss=0.2373, pruned_loss=0.03885, over 12276.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03452, over 28.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2797, pruned_loss=0.05627, over 2474518.21 frames. utt_duration=497.2 frames, utt_pad_proportion=0.05803, over 19965.16 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3012, pruned_loss=0.07324, over 2468662.06 frames. utt_duration=1242 frames, utt_pad_proportion=0.06232, over 7963.10 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2794, pruned_loss=0.05535, over 2475580.54 frames. utt_duration=466.5 frames, utt_pad_proportion=0.05793, over 21288.96 utterances.], batch size: 28, lr: 3.90e-04
2022-08-25 18:53:19,156 INFO [train.py:927] (4/8) Epoch 9, batch 20200, giga_loss[loss=0.1822, simple_loss=0.2633, pruned_loss=0.05057, over 12354.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.0322, over 51.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2752, pruned_loss=0.05511, over 2474277.39 frames. utt_duration=497.6 frames, utt_pad_proportion=0.05883, over 19947.69 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.301, pruned_loss=0.07331, over 2468718.64 frames. utt_duration=1242 frames, utt_pad_proportion=0.0621, over 7961.72 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2746, pruned_loss=0.05389, over 2475198.52 frames. utt_duration=466.3 frames, utt_pad_proportion=0.05879, over 21296.08 utterances.], batch size: 51, lr: 3.90e-04
2022-08-25 18:55:00,060 INFO [train.py:927] (4/8) Epoch 9, batch 20250, giga_loss[loss=0.1773, simple_loss=0.2558, pruned_loss=0.0494, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02808, over 45.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2715, pruned_loss=0.05375, over 2473296.44 frames. utt_duration=518.3 frames, utt_pad_proportion=0.05567, over 19140.02 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3011, pruned_loss=0.07337, over 2468214.89 frames. utt_duration=1246 frames, utt_pad_proportion=0.06045, over 7931.57 utterances.], giga_tot_loss[loss=0.1871, simple_loss=0.2701, pruned_loss=0.05211, over 2474668.47 frames. utt_duration=481.5 frames, utt_pad_proportion=0.05634, over 20619.45 utterances.], batch size: 45, lr: 3.90e-04
2022-08-25 18:56:40,907 INFO [train.py:927] (4/8) Epoch 9, batch 20300, giga_loss[loss=0.1716, simple_loss=0.2624, pruned_loss=0.0404, over 12392.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.1846, simple_loss=0.2662, pruned_loss=0.05148, over 2473710.45 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06101, over 19261.06 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3011, pruned_loss=0.07331, over 2468263.54 frames. utt_duration=1248 frames, utt_pad_proportion=0.05977, over 7923.68 utterances.], giga_tot_loss[loss=0.1823, simple_loss=0.2648, pruned_loss=0.04997, over 2474812.51 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06143, over 20577.39 utterances.], batch size: 113, lr: 3.90e-04
2022-08-25 18:58:19,237 INFO [train.py:927] (4/8) Epoch 9, batch 20350, giga_loss[loss=0.1965, simple_loss=0.2644, pruned_loss=0.06432, over 12375.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.1811, simple_loss=0.262, pruned_loss=0.05011, over 2473181.05 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06195, over 18991.27 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3007, pruned_loss=0.07318, over 2468432.51 frames. utt_duration=1252 frames, utt_pad_proportion=0.05854, over 7894.03 utterances.], giga_tot_loss[loss=0.1783, simple_loss=0.26, pruned_loss=0.0483, over 2474067.85 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06264, over 20416.15 utterances.], batch size: 258, lr: 3.90e-04
2022-08-25 18:59:59,881 INFO [train.py:927] (4/8) Epoch 9, batch 20400, giga_loss[loss=0.2223, simple_loss=0.3098, pruned_loss=0.06742, over 12362.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02885, over 66.00 utterances.], tot_loss[loss=0.1868, simple_loss=0.2677, pruned_loss=0.05302, over 2473682.40 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06106, over 19289.30 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3008, pruned_loss=0.07332, over 2467980.81 frames. utt_duration=1249 frames, utt_pad_proportion=0.05806, over 7914.60 utterances.], giga_tot_loss[loss=0.1827, simple_loss=0.2644, pruned_loss=0.05052, over 2475017.29 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06187, over 20883.22 utterances.], batch size: 66, lr: 3.90e-04
2022-08-25 19:01:41,304 INFO [train.py:927] (4/8) Epoch 9, batch 20450, giga_loss[loss=0.2295, simple_loss=0.3136, pruned_loss=0.07274, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03725, over 37.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2779, pruned_loss=0.05776, over 2473332.59 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06291, over 18778.02 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3008, pruned_loss=0.07334, over 2468021.65 frames. utt_duration=1250 frames, utt_pad_proportion=0.05731, over 7906.27 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2748, pruned_loss=0.05544, over 2474456.48 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06379, over 20263.91 utterances.], batch size: 37, lr: 3.90e-04
2022-08-25 19:03:23,444 INFO [train.py:927] (4/8) Epoch 9, batch 20500, giga_loss[loss=0.2096, simple_loss=0.2969, pruned_loss=0.06113, over 12400.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03861, over 113.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2841, pruned_loss=0.05967, over 2473144.07 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06372, over 18559.59 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3008, pruned_loss=0.0734, over 2467859.58 frames. utt_duration=1253 frames, utt_pad_proportion=0.05646, over 7886.27 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2814, pruned_loss=0.05752, over 2474278.05 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06471, over 19938.73 utterances.], batch size: 113, lr: 3.90e-04
2022-08-25 19:05:07,557 INFO [train.py:927] (4/8) Epoch 9, batch 20550, giga_loss[loss=0.1998, simple_loss=0.2837, pruned_loss=0.05798, over 12351.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04753, over 31.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2883, pruned_loss=0.06099, over 2473854.68 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06403, over 18622.24 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3013, pruned_loss=0.0738, over 2468059.20 frames. utt_duration=1244 frames, utt_pad_proportion=0.06054, over 7946.65 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2853, pruned_loss=0.05861, over 2474700.01 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06353, over 19914.64 utterances.], batch size: 31, lr: 3.89e-04
2022-08-25 19:06:50,653 INFO [train.py:927] (4/8) Epoch 9, batch 20600, giga_loss[loss=0.2391, simple_loss=0.3196, pruned_loss=0.07928, over 12406.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03441, over 80.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2924, pruned_loss=0.06316, over 2473041.71 frames. utt_duration=530 frames, utt_pad_proportion=0.06566, over 18716.06 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3011, pruned_loss=0.07366, over 2468278.87 frames. utt_duration=1247 frames, utt_pad_proportion=0.05976, over 7926.79 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.29, pruned_loss=0.0612, over 2473594.84 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06547, over 19953.31 utterances.], batch size: 80, lr: 3.89e-04
2022-08-25 19:08:30,808 INFO [train.py:927] (4/8) Epoch 9, batch 20650, giga_loss[loss=0.2367, simple_loss=0.3362, pruned_loss=0.06864, over 12382.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.0275, over 66.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2965, pruned_loss=0.065, over 2473616.98 frames. utt_duration=551 frames, utt_pad_proportion=0.062, over 18006.48 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3008, pruned_loss=0.07358, over 2468437.36 frames. utt_duration=1245 frames, utt_pad_proportion=0.05983, over 7941.18 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2947, pruned_loss=0.0633, over 2474039.46 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06208, over 19213.99 utterances.], batch size: 66, lr: 3.89e-04
2022-08-25 19:10:12,587 INFO [train.py:927] (4/8) Epoch 9, batch 20700, giga_loss[loss=0.2032, simple_loss=0.3055, pruned_loss=0.05052, over 12364.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02904, over 70.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2998, pruned_loss=0.06586, over 2473384.36 frames. utt_duration=543 frames, utt_pad_proportion=0.06533, over 18269.03 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3008, pruned_loss=0.07359, over 2468491.51 frames. utt_duration=1245 frames, utt_pad_proportion=0.05939, over 7940.76 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2984, pruned_loss=0.06444, over 2473711.43 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06543, over 19313.61 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:11:54,856 INFO [train.py:927] (4/8) Epoch 9, batch 20750, giga_loss[loss=0.2255, simple_loss=0.3137, pruned_loss=0.06867, over 12335.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03114, over 62.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3013, pruned_loss=0.06624, over 2473178.52 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06479, over 18352.66 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3006, pruned_loss=0.07341, over 2468261.95 frames. utt_duration=1245 frames, utt_pad_proportion=0.05904, over 7941.74 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3004, pruned_loss=0.06507, over 2473800.43 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06508, over 19465.00 utterances.], batch size: 62, lr: 3.89e-04
2022-08-25 19:13:34,839 INFO [train.py:927] (4/8) Epoch 9, batch 20800, giga_loss[loss=0.2066, simple_loss=0.2947, pruned_loss=0.05926, over 12309.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02702, over 45.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3022, pruned_loss=0.06682, over 2472130.60 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06452, over 18085.29 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3003, pruned_loss=0.0733, over 2467950.46 frames. utt_duration=1250 frames, utt_pad_proportion=0.05825, over 7906.18 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3017, pruned_loss=0.06587, over 2472988.38 frames. utt_duration=517 frames, utt_pad_proportion=0.06511, over 19190.39 utterances.], batch size: 45, lr: 3.89e-04
2022-08-25 19:15:17,791 INFO [train.py:927] (4/8) Epoch 9, batch 20850, giga_loss[loss=0.2281, simple_loss=0.3049, pruned_loss=0.07564, over 12448.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04077, over 146.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3038, pruned_loss=0.06913, over 2472014.99 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06137, over 17563.61 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2996, pruned_loss=0.07284, over 2467809.86 frames. utt_duration=1257 frames, utt_pad_proportion=0.05717, over 7859.47 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3042, pruned_loss=0.06868, over 2472968.95 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06246, over 18764.29 utterances.], batch size: 146, lr: 3.89e-04
2022-08-25 19:17:01,825 INFO [train.py:927] (4/8) Epoch 9, batch 20900, giga_loss[loss=0.2366, simple_loss=0.3191, pruned_loss=0.07708, over 12345.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3035, pruned_loss=0.06955, over 2471013.39 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05756, over 16664.22 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.2997, pruned_loss=0.07291, over 2467598.35 frames. utt_duration=1262 frames, utt_pad_proportion=0.05585, over 7832.02 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3038, pruned_loss=0.06903, over 2472048.84 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05926, over 17906.24 utterances.], batch size: 62, lr: 3.89e-04
2022-08-25 19:18:46,108 INFO [train.py:927] (4/8) Epoch 9, batch 20950, giga_loss[loss=0.1955, simple_loss=0.2813, pruned_loss=0.05491, over 12444.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03524, over 37.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3025, pruned_loss=0.06942, over 2472263.31 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06148, over 17291.80 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2994, pruned_loss=0.07279, over 2467814.34 frames. utt_duration=1261 frames, utt_pad_proportion=0.05585, over 7836.12 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3031, pruned_loss=0.06904, over 2472974.09 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06263, over 18490.96 utterances.], batch size: 37, lr: 3.89e-04
2022-08-25 19:20:38,928 INFO [train.py:927] (4/8) Epoch 9, batch 21000, giga_loss[loss=0.2015, simple_loss=0.2801, pruned_loss=0.0614, over 12375.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.03855, over 37.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3009, pruned_loss=0.06841, over 2472524.28 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06937, over 18206.46 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2994, pruned_loss=0.07279, over 2467814.34 frames. utt_duration=1261 frames, utt_pad_proportion=0.05585, over 7836.12 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3014, pruned_loss=0.06811, over 2473077.49 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06985, over 19139.78 utterances.], batch size: 37, lr: 3.89e-04
2022-08-25 19:20:38,930 INFO [train.py:958] (4/8) Computing validation loss
2022-08-25 19:20:52,828 INFO [train.py:967] (4/8) Epoch 9, validation: loss=0.1827, simple_loss=0.2949, pruned_loss=0.03521, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 19:22:35,510 INFO [train.py:927] (4/8) Epoch 9, batch 21050, giga_loss[loss=0.1792, simple_loss=0.2573, pruned_loss=0.05058, over 12336.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03484, over 51.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2967, pruned_loss=0.06663, over 2473139.47 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06978, over 18971.07 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2994, pruned_loss=0.07284, over 2468029.51 frames. utt_duration=1252 frames, utt_pad_proportion=0.05936, over 7893.61 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2971, pruned_loss=0.06621, over 2473495.43 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06897, over 19908.97 utterances.], batch size: 51, lr: 3.89e-04
2022-08-25 19:24:18,011 INFO [train.py:927] (4/8) Epoch 9, batch 21100, giga_loss[loss=0.1984, simple_loss=0.2793, pruned_loss=0.05869, over 12412.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06837, over 212.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2932, pruned_loss=0.06541, over 2473431.70 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07059, over 19464.70 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2988, pruned_loss=0.07262, over 2468063.57 frames. utt_duration=1253 frames, utt_pad_proportion=0.05912, over 7891.32 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2939, pruned_loss=0.06506, over 2473875.86 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07009, over 20578.41 utterances.], batch size: 212, lr: 3.89e-04
2022-08-25 19:26:01,883 INFO [train.py:927] (4/8) Epoch 9, batch 21150, giga_loss[loss=0.2052, simple_loss=0.2859, pruned_loss=0.0622, over 12448.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03709, over 123.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2928, pruned_loss=0.06513, over 2473517.98 frames. utt_duration=515.9 frames, utt_pad_proportion=0.07229, over 19235.47 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2986, pruned_loss=0.07257, over 2467836.78 frames. utt_duration=1231 frames, utt_pad_proportion=0.0665, over 8030.80 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2932, pruned_loss=0.06462, over 2474274.54 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06932, over 20431.81 utterances.], batch size: 123, lr: 3.89e-04
2022-08-25 19:27:43,646 INFO [train.py:927] (4/8) Epoch 9, batch 21200, giga_loss[loss=0.2125, simple_loss=0.2844, pruned_loss=0.07029, over 12258.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02832, over 42.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2914, pruned_loss=0.06463, over 2472782.29 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06633, over 18410.15 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2991, pruned_loss=0.07288, over 2467737.33 frames. utt_duration=1231 frames, utt_pad_proportion=0.06514, over 8030.83 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2912, pruned_loss=0.06369, over 2473651.43 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06472, over 19715.25 utterances.], batch size: 42, lr: 3.89e-04
2022-08-25 19:29:26,800 INFO [train.py:927] (4/8) Epoch 9, batch 21250, giga_loss[loss=0.1913, simple_loss=0.2717, pruned_loss=0.05541, over 12409.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02493, over 48.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2885, pruned_loss=0.06366, over 2472888.93 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06385, over 18077.23 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2989, pruned_loss=0.07281, over 2467352.31 frames. utt_duration=1236 frames, utt_pad_proportion=0.06423, over 7996.49 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2883, pruned_loss=0.06282, over 2474052.81 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06305, over 19338.16 utterances.], batch size: 48, lr: 3.89e-04
2022-08-25 19:31:07,180 INFO [train.py:927] (4/8) Epoch 9, batch 21300, giga_loss[loss=0.2227, simple_loss=0.3004, pruned_loss=0.07251, over 12426.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06135, over 183.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.286, pruned_loss=0.0629, over 2473867.26 frames. utt_duration=563 frames, utt_pad_proportion=0.05941, over 17623.13 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2986, pruned_loss=0.07266, over 2467194.37 frames. utt_duration=1240 frames, utt_pad_proportion=0.06291, over 7967.22 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2858, pruned_loss=0.0621, over 2475093.16 frames. utt_duration=524.7 frames, utt_pad_proportion=0.0595, over 18922.14 utterances.], batch size: 183, lr: 3.89e-04
2022-08-25 19:32:50,531 INFO [train.py:927] (4/8) Epoch 9, batch 21350, giga_loss[loss=0.1984, simple_loss=0.2821, pruned_loss=0.05735, over 12420.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04914, over 161.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2841, pruned_loss=0.06209, over 2473301.79 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05489, over 16777.30 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2993, pruned_loss=0.07302, over 2467100.14 frames. utt_duration=1243 frames, utt_pad_proportion=0.06071, over 7951.32 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2826, pruned_loss=0.06062, over 2474675.78 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05607, over 18268.73 utterances.], batch size: 161, lr: 3.89e-04
2022-08-25 19:34:32,002 INFO [train.py:927] (4/8) Epoch 9, batch 21400, giga_loss[loss=0.1695, simple_loss=0.2582, pruned_loss=0.04042, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03183, over 85.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2819, pruned_loss=0.06106, over 2473579.99 frames. utt_duration=617.8 frames, utt_pad_proportion=0.05147, over 16054.93 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2997, pruned_loss=0.07328, over 2466731.86 frames. utt_duration=1251 frames, utt_pad_proportion=0.05978, over 7897.44 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.28, pruned_loss=0.05937, over 2475180.10 frames. utt_duration=566.4 frames, utt_pad_proportion=0.05302, over 17525.35 utterances.], batch size: 85, lr: 3.89e-04
2022-08-25 19:36:18,033 INFO [train.py:927] (4/8) Epoch 9, batch 21450, giga_loss[loss=0.2037, simple_loss=0.2789, pruned_loss=0.06423, over 12230.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02921, over 39.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2819, pruned_loss=0.06132, over 2473797.87 frames. utt_duration=607.3 frames, utt_pad_proportion=0.05146, over 16333.45 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2994, pruned_loss=0.07316, over 2467036.98 frames. utt_duration=1253 frames, utt_pad_proportion=0.0589, over 7887.61 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2802, pruned_loss=0.05986, over 2474916.95 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05298, over 17667.87 utterances.], batch size: 39, lr: 3.89e-04
2022-08-25 19:38:02,511 INFO [train.py:927] (4/8) Epoch 9, batch 21500, giga_loss[loss=0.2123, simple_loss=0.2895, pruned_loss=0.06756, over 12221.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04038, over 28.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2853, pruned_loss=0.06301, over 2473656.28 frames. utt_duration=605 frames, utt_pad_proportion=0.05526, over 16395.54 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2992, pruned_loss=0.07292, over 2467145.89 frames. utt_duration=1255 frames, utt_pad_proportion=0.05798, over 7872.60 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2836, pruned_loss=0.06163, over 2474717.50 frames. utt_duration=558 frames, utt_pad_proportion=0.05654, over 17788.54 utterances.], batch size: 28, lr: 3.89e-04
2022-08-25 19:39:42,727 INFO [train.py:927] (4/8) Epoch 9, batch 21550, giga_loss[loss=0.2018, simple_loss=0.2782, pruned_loss=0.06267, over 12337.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03295, over 51.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2919, pruned_loss=0.06731, over 2474402.24 frames. utt_duration=599.9 frames, utt_pad_proportion=0.05524, over 16541.08 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2993, pruned_loss=0.07307, over 2467264.11 frames. utt_duration=1256 frames, utt_pad_proportion=0.05735, over 7866.87 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2901, pruned_loss=0.06585, over 2475389.83 frames. utt_duration=553 frames, utt_pad_proportion=0.05652, over 17953.46 utterances.], batch size: 51, lr: 3.89e-04
2022-08-25 19:41:25,976 INFO [train.py:927] (4/8) Epoch 9, batch 21600, giga_loss[loss=0.2129, simple_loss=0.2975, pruned_loss=0.06418, over 12342.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03433, over 51.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2958, pruned_loss=0.06843, over 2473519.42 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06429, over 17511.42 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.299, pruned_loss=0.07285, over 2467108.50 frames. utt_duration=1260 frames, utt_pad_proportion=0.05632, over 7839.41 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2946, pruned_loss=0.06735, over 2474603.58 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06509, over 18869.24 utterances.], batch size: 51, lr: 3.89e-04
2022-08-25 19:43:07,298 INFO [train.py:927] (4/8) Epoch 9, batch 21650, libri_loss[loss=0.2506, simple_loss=0.3161, pruned_loss=0.09253, over 12274.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006509, over 32.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3013, pruned_loss=0.07066, over 2473614.61 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06391, over 17493.03 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2986, pruned_loss=0.0726, over 2467307.51 frames. utt_duration=1268 frames, utt_pad_proportion=0.05472, over 7792.66 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3006, pruned_loss=0.06989, over 2474559.18 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06535, over 18991.28 utterances.], batch size: 32, lr: 3.89e-04
2022-08-25 19:44:49,615 INFO [train.py:927] (4/8) Epoch 9, batch 21700, giga_loss[loss=0.208, simple_loss=0.2951, pruned_loss=0.06044, over 12375.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02758, over 91.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.2999, pruned_loss=0.06831, over 2473507.85 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05994, over 17169.30 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2993, pruned_loss=0.07303, over 2467409.29 frames. utt_duration=1257 frames, utt_pad_proportion=0.05784, over 7859.47 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2988, pruned_loss=0.0672, over 2474394.62 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06026, over 18643.26 utterances.], batch size: 91, lr: 3.89e-04
2022-08-25 19:46:33,140 INFO [train.py:927] (4/8) Epoch 9, batch 21750, giga_loss[loss=0.2173, simple_loss=0.3024, pruned_loss=0.06607, over 12395.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04397, over 146.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2988, pruned_loss=0.06688, over 2473740.95 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05866, over 17336.06 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2989, pruned_loss=0.07281, over 2467361.61 frames. utt_duration=1261 frames, utt_pad_proportion=0.05714, over 7834.52 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2982, pruned_loss=0.06609, over 2474595.57 frames. utt_duration=531.2 frames, utt_pad_proportion=0.05925, over 18687.79 utterances.], batch size: 146, lr: 3.88e-04
2022-08-25 19:48:17,897 INFO [train.py:927] (4/8) Epoch 9, batch 21800, giga_loss[loss=0.2205, simple_loss=0.3057, pruned_loss=0.06767, over 12323.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.03274, over 58.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3012, pruned_loss=0.06807, over 2474166.38 frames. utt_duration=569 frames, utt_pad_proportion=0.05966, over 17440.17 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.2994, pruned_loss=0.07314, over 2467590.93 frames. utt_duration=1260 frames, utt_pad_proportion=0.05641, over 7844.60 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3003, pruned_loss=0.06704, over 2474802.67 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06035, over 18710.51 utterances.], batch size: 58, lr: 3.88e-04
2022-08-25 19:50:01,115 INFO [train.py:927] (4/8) Epoch 9, batch 21850, giga_loss[loss=0.2324, simple_loss=0.3051, pruned_loss=0.07978, over 12243.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03028, over 42.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3032, pruned_loss=0.06941, over 2474168.87 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05974, over 17825.22 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2991, pruned_loss=0.07297, over 2467661.03 frames. utt_duration=1262 frames, utt_pad_proportion=0.056, over 7830.18 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3028, pruned_loss=0.0687, over 2474659.00 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06043, over 18924.41 utterances.], batch size: 42, lr: 3.88e-04
2022-08-25 19:51:45,676 INFO [train.py:927] (4/8) Epoch 9, batch 21900, giga_loss[loss=0.2176, simple_loss=0.3012, pruned_loss=0.06704, over 12387.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.03095, over 51.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3045, pruned_loss=0.07084, over 2474346.00 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06219, over 17700.98 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2994, pruned_loss=0.07324, over 2467895.97 frames. utt_duration=1254 frames, utt_pad_proportion=0.05916, over 7884.09 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3041, pruned_loss=0.06998, over 2474684.77 frames. utt_duration=529 frames, utt_pad_proportion=0.0616, over 18764.40 utterances.], batch size: 51, lr: 3.88e-04
2022-08-25 19:53:29,932 INFO [train.py:927] (4/8) Epoch 9, batch 21950, giga_loss[loss=0.2076, simple_loss=0.2895, pruned_loss=0.06284, over 12483.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03423, over 37.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3044, pruned_loss=0.07047, over 2474438.88 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06198, over 17183.50 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.299, pruned_loss=0.07313, over 2467642.72 frames. utt_duration=1257 frames, utt_pad_proportion=0.05821, over 7863.54 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3046, pruned_loss=0.0698, over 2475198.27 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06192, over 18423.16 utterances.], batch size: 37, lr: 3.88e-04
2022-08-25 19:55:12,110 INFO [train.py:927] (4/8) Epoch 9, batch 22000, giga_loss[loss=0.2566, simple_loss=0.3298, pruned_loss=0.09165, over 12400.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05095, over 34.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3055, pruned_loss=0.07074, over 2475149.62 frames. utt_duration=602.1 frames, utt_pad_proportion=0.05888, over 16483.74 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2993, pruned_loss=0.07328, over 2467768.37 frames. utt_duration=1257 frames, utt_pad_proportion=0.05777, over 7861.90 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3055, pruned_loss=0.07005, over 2475691.89 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05919, over 17544.14 utterances.], batch size: 34, lr: 3.88e-04
2022-08-25 19:56:55,115 INFO [train.py:927] (4/8) Epoch 9, batch 22050, libri_loss[loss=0.1875, simple_loss=0.2682, pruned_loss=0.05337, over 12175.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009228, over 30.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3042, pruned_loss=0.0703, over 2474883.72 frames. utt_duration=619.1 frames, utt_pad_proportion=0.05652, over 16029.94 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.299, pruned_loss=0.07296, over 2467641.29 frames. utt_duration=1262 frames, utt_pad_proportion=0.05661, over 7833.50 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3046, pruned_loss=0.06996, over 2475644.49 frames. utt_duration=579.4 frames, utt_pad_proportion=0.0574, over 17135.78 utterances.], batch size: 30, lr: 3.88e-04
2022-08-25 19:58:37,911 INFO [train.py:927] (4/8) Epoch 9, batch 22100, giga_loss[loss=0.2239, simple_loss=0.3073, pruned_loss=0.07025, over 12410.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.02882, over 62.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3026, pruned_loss=0.06988, over 2473983.58 frames. utt_duration=636.8 frames, utt_pad_proportion=0.0563, over 15576.70 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2982, pruned_loss=0.07251, over 2467279.77 frames. utt_duration=1270 frames, utt_pad_proportion=0.05512, over 7777.27 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3038, pruned_loss=0.0699, over 2475184.68 frames. utt_duration=590.4 frames, utt_pad_proportion=0.0577, over 16813.47 utterances.], batch size: 62, lr: 3.88e-04
2022-08-25 20:00:18,810 INFO [train.py:927] (4/8) Epoch 9, batch 22150, libri_loss[loss=0.2353, simple_loss=0.3198, pruned_loss=0.07536, over 12359.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0152, over 41.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3034, pruned_loss=0.07046, over 2472609.90 frames. utt_duration=645.2 frames, utt_pad_proportion=0.0543, over 15364.79 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2979, pruned_loss=0.07239, over 2466902.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.05337, over 7731.50 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3047, pruned_loss=0.07047, over 2474183.33 frames. utt_duration=593.2 frames, utt_pad_proportion=0.05633, over 16726.54 utterances.], batch size: 41, lr: 3.88e-04
2022-08-25 20:02:02,951 INFO [train.py:927] (4/8) Epoch 9, batch 22200, giga_loss[loss=0.2272, simple_loss=0.3072, pruned_loss=0.07355, over 12359.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03308, over 51.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3047, pruned_loss=0.07069, over 2472047.78 frames. utt_duration=654.2 frames, utt_pad_proportion=0.05271, over 15148.91 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2984, pruned_loss=0.07275, over 2466933.44 frames. utt_duration=1265 frames, utt_pad_proportion=0.05733, over 7808.54 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3054, pruned_loss=0.07032, over 2473336.48 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05257, over 16252.84 utterances.], batch size: 51, lr: 3.88e-04
2022-08-25 20:03:45,751 INFO [train.py:927] (4/8) Epoch 9, batch 22250, giga_loss[loss=0.2132, simple_loss=0.2986, pruned_loss=0.0639, over 12382.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03005, over 58.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3051, pruned_loss=0.07096, over 2472534.29 frames. utt_duration=644.4 frames, utt_pad_proportion=0.05253, over 15382.68 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2991, pruned_loss=0.07277, over 2466865.47 frames. utt_duration=1254 frames, utt_pad_proportion=0.06063, over 7879.73 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3053, pruned_loss=0.07059, over 2473744.09 frames. utt_duration=604.9 frames, utt_pad_proportion=0.05083, over 16397.97 utterances.], batch size: 58, lr: 3.88e-04
2022-08-25 20:05:28,040 INFO [train.py:927] (4/8) Epoch 9, batch 22300, giga_loss[loss=0.1855, simple_loss=0.2711, pruned_loss=0.04998, over 12356.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3018, pruned_loss=0.06949, over 2471674.16 frames. utt_duration=669 frames, utt_pad_proportion=0.05016, over 14810.44 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.299, pruned_loss=0.07291, over 2467136.33 frames. utt_duration=1254 frames, utt_pad_proportion=0.06019, over 7877.76 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.302, pruned_loss=0.06893, over 2472522.14 frames. utt_duration=626.6 frames, utt_pad_proportion=0.04891, over 15821.59 utterances.], batch size: 62, lr: 3.88e-04
2022-08-25 20:07:09,885 INFO [train.py:927] (4/8) Epoch 9, batch 22350, giga_loss[loss=0.2422, simple_loss=0.3254, pruned_loss=0.07953, over 12422.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.0423, over 146.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2992, pruned_loss=0.06846, over 2472179.71 frames. utt_duration=668 frames, utt_pad_proportion=0.05183, over 14835.99 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2984, pruned_loss=0.07248, over 2467892.98 frames. utt_duration=1262 frames, utt_pad_proportion=0.05827, over 7832.43 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3, pruned_loss=0.06824, over 2472360.32 frames. utt_duration=620.4 frames, utt_pad_proportion=0.05139, over 15980.34 utterances.], batch size: 146, lr: 3.88e-04
2022-08-25 20:08:51,900 INFO [train.py:927] (4/8) Epoch 9, batch 22400, giga_loss[loss=0.2, simple_loss=0.2788, pruned_loss=0.06057, over 12376.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04338, over 37.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2966, pruned_loss=0.06781, over 2472054.56 frames. utt_duration=665.3 frames, utt_pad_proportion=0.05393, over 14896.38 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2987, pruned_loss=0.07273, over 2467712.33 frames. utt_duration=1259 frames, utt_pad_proportion=0.05807, over 7848.53 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2969, pruned_loss=0.06731, over 2472467.65 frames. utt_duration=621.3 frames, utt_pad_proportion=0.05349, over 15957.68 utterances.], batch size: 37, lr: 3.88e-04
2022-08-25 20:10:34,425 INFO [train.py:927] (4/8) Epoch 9, batch 22450, giga_loss[loss=0.1874, simple_loss=0.2696, pruned_loss=0.05261, over 12367.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03141, over 58.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.293, pruned_loss=0.0668, over 2470855.39 frames. utt_duration=655.2 frames, utt_pad_proportion=0.05636, over 15120.29 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2984, pruned_loss=0.07285, over 2467644.84 frames. utt_duration=1256 frames, utt_pad_proportion=0.06109, over 7868.56 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2934, pruned_loss=0.06612, over 2471417.62 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05469, over 16241.34 utterances.], batch size: 58, lr: 3.88e-04
2022-08-25 20:12:16,215 INFO [train.py:927] (4/8) Epoch 9, batch 22500, giga_loss[loss=0.2374, simple_loss=0.3214, pruned_loss=0.07665, over 12362.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04147, over 113.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2927, pruned_loss=0.06626, over 2472186.06 frames. utt_duration=626.6 frames, utt_pad_proportion=0.05949, over 15818.44 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2986, pruned_loss=0.07288, over 2467806.86 frames. utt_duration=1258 frames, utt_pad_proportion=0.05995, over 7853.06 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2928, pruned_loss=0.06553, over 2472591.99 frames. utt_duration=586.4 frames, utt_pad_proportion=0.0585, over 16909.54 utterances.], batch size: 113, lr: 3.88e-04
2022-08-25 20:13:58,955 INFO [train.py:927] (4/8) Epoch 9, batch 22550, giga_loss[loss=0.2195, simple_loss=0.3137, pruned_loss=0.06263, over 12410.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2944, pruned_loss=0.06675, over 2471824.12 frames. utt_duration=584.7 frames, utt_pad_proportion=0.06252, over 16953.99 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2982, pruned_loss=0.07269, over 2467707.48 frames. utt_duration=1262 frames, utt_pad_proportion=0.05941, over 7832.32 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2948, pruned_loss=0.06626, over 2472293.98 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06187, over 17952.11 utterances.], batch size: 146, lr: 3.88e-04
2022-08-25 20:15:38,216 INFO [train.py:927] (4/8) Epoch 9, batch 22600, giga_loss[loss=0.1988, simple_loss=0.2827, pruned_loss=0.05744, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02823, over 48.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2942, pruned_loss=0.06574, over 2472304.72 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06735, over 18079.27 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2981, pruned_loss=0.07276, over 2467897.10 frames. utt_duration=1264 frames, utt_pad_proportion=0.0586, over 7816.93 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2945, pruned_loss=0.06512, over 2472598.93 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06693, over 19106.42 utterances.], batch size: 48, lr: 3.88e-04
2022-08-25 20:17:19,159 INFO [train.py:927] (4/8) Epoch 9, batch 22650, giga_loss[loss=0.2048, simple_loss=0.2969, pruned_loss=0.05637, over 12392.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02655, over 70.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2931, pruned_loss=0.06413, over 2473269.16 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06211, over 17759.88 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2978, pruned_loss=0.07252, over 2467747.49 frames. utt_duration=1267 frames, utt_pad_proportion=0.05829, over 7802.77 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2935, pruned_loss=0.0638, over 2473682.37 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06213, over 18673.49 utterances.], batch size: 70, lr: 3.88e-04
2022-08-25 20:19:01,926 INFO [train.py:927] (4/8) Epoch 9, batch 22700, giga_loss[loss=0.2132, simple_loss=0.3002, pruned_loss=0.06313, over 12358.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02887, over 91.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2942, pruned_loss=0.06463, over 2473031.54 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06274, over 17791.29 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2979, pruned_loss=0.07253, over 2467661.83 frames. utt_duration=1270 frames, utt_pad_proportion=0.05717, over 7782.01 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2944, pruned_loss=0.06417, over 2473541.05 frames. utt_duration=528.9 frames, utt_pad_proportion=0.0632, over 18760.43 utterances.], batch size: 91, lr: 3.88e-04
2022-08-25 20:20:45,371 INFO [train.py:927] (4/8) Epoch 9, batch 22750, giga_loss[loss=0.2332, simple_loss=0.3178, pruned_loss=0.07431, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04255, over 146.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2968, pruned_loss=0.06559, over 2472588.60 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06503, over 17485.03 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2984, pruned_loss=0.07277, over 2467831.91 frames. utt_duration=1257 frames, utt_pad_proportion=0.06177, over 7865.19 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2964, pruned_loss=0.06493, over 2472870.02 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06338, over 18256.35 utterances.], batch size: 146, lr: 3.88e-04
2022-08-25 20:22:26,546 INFO [train.py:927] (4/8) Epoch 9, batch 22800, giga_loss[loss=0.1957, simple_loss=0.2853, pruned_loss=0.05301, over 12363.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03267, over 62.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2973, pruned_loss=0.06541, over 2472686.71 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06105, over 16943.95 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2981, pruned_loss=0.07256, over 2467711.93 frames. utt_duration=1261 frames, utt_pad_proportion=0.0604, over 7839.62 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2972, pruned_loss=0.06483, over 2473156.94 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06041, over 17868.33 utterances.], batch size: 62, lr: 3.88e-04
2022-08-25 20:24:07,468 INFO [train.py:927] (4/8) Epoch 9, batch 22850, libri_loss[loss=0.1965, simple_loss=0.2661, pruned_loss=0.06348, over 12218.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005972, over 31.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2978, pruned_loss=0.06565, over 2472686.47 frames. utt_duration=611.4 frames, utt_pad_proportion=0.05679, over 16216.20 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2984, pruned_loss=0.07278, over 2467697.60 frames. utt_duration=1264 frames, utt_pad_proportion=0.05873, over 7818.41 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2975, pruned_loss=0.06471, over 2473281.82 frames. utt_duration=573 frames, utt_pad_proportion=0.05716, over 17311.48 utterances.], batch size: 31, lr: 3.88e-04
2022-08-25 20:25:50,699 INFO [train.py:927] (4/8) Epoch 9, batch 22900, giga_loss[loss=0.1976, simple_loss=0.2782, pruned_loss=0.05852, over 12391.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04384, over 31.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2969, pruned_loss=0.06507, over 2473411.76 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05602, over 16145.86 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2985, pruned_loss=0.07283, over 2467750.40 frames. utt_duration=1261 frames, utt_pad_proportion=0.05833, over 7835.73 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2964, pruned_loss=0.06413, over 2473947.09 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05649, over 17192.83 utterances.], batch size: 31, lr: 3.88e-04
2022-08-25 20:27:30,987 INFO [train.py:927] (4/8) Epoch 9, batch 22950, giga_loss[loss=0.2041, simple_loss=0.2922, pruned_loss=0.05802, over 12403.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02451, over 66.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2953, pruned_loss=0.06447, over 2473594.38 frames. utt_duration=610 frames, utt_pad_proportion=0.05526, over 16260.35 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2986, pruned_loss=0.07273, over 2467939.84 frames. utt_duration=1263 frames, utt_pad_proportion=0.0573, over 7823.60 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2948, pruned_loss=0.06357, over 2474020.06 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05605, over 17336.91 utterances.], batch size: 66, lr: 3.87e-04
2022-08-25 20:29:18,827 INFO [train.py:927] (4/8) Epoch 9, batch 23000, giga_loss[loss=0.2146, simple_loss=0.3108, pruned_loss=0.05917, over 12315.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02638, over 79.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2955, pruned_loss=0.06367, over 2473629.91 frames. utt_duration=614.4 frames, utt_pad_proportion=0.05177, over 16144.30 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2982, pruned_loss=0.07259, over 2467885.31 frames. utt_duration=1267 frames, utt_pad_proportion=0.05656, over 7802.24 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2954, pruned_loss=0.06293, over 2474110.67 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05287, over 17173.00 utterances.], batch size: 79, lr: 3.87e-04
2022-08-25 20:31:00,004 INFO [train.py:927] (4/8) Epoch 9, batch 23050, giga_loss[loss=0.2386, simple_loss=0.3217, pruned_loss=0.07779, over 12450.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.0364, over 133.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2954, pruned_loss=0.064, over 2473996.26 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05011, over 16437.52 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.298, pruned_loss=0.07249, over 2468028.67 frames. utt_duration=1267 frames, utt_pad_proportion=0.05585, over 7798.25 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2954, pruned_loss=0.06328, over 2474392.86 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05128, over 17451.60 utterances.], batch size: 133, lr: 3.87e-04
2022-08-25 20:32:41,478 INFO [train.py:927] (4/8) Epoch 9, batch 23100, giga_loss[loss=0.217, simple_loss=0.2886, pruned_loss=0.07267, over 12448.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03388, over 86.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2937, pruned_loss=0.06426, over 2474529.75 frames. utt_duration=598.3 frames, utt_pad_proportion=0.04863, over 16586.74 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2979, pruned_loss=0.07244, over 2468101.59 frames. utt_duration=1272 frames, utt_pad_proportion=0.0553, over 7772.39 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2939, pruned_loss=0.06364, over 2474867.29 frames. utt_duration=566.4 frames, utt_pad_proportion=0.04981, over 17523.05 utterances.], batch size: 86, lr: 3.87e-04
2022-08-25 20:34:21,282 INFO [train.py:927] (4/8) Epoch 9, batch 23150, giga_loss[loss=0.1724, simple_loss=0.2536, pruned_loss=0.0456, over 12211.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.03427, over 33.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2925, pruned_loss=0.06436, over 2474492.12 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05045, over 17146.73 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2982, pruned_loss=0.07237, over 2468316.20 frames. utt_duration=1271 frames, utt_pad_proportion=0.05435, over 7777.89 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2923, pruned_loss=0.06375, over 2474722.78 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05157, over 18084.47 utterances.], batch size: 33, lr: 3.87e-04
2022-08-25 20:36:01,780 INFO [train.py:927] (4/8) Epoch 9, batch 23200, giga_loss[loss=0.1917, simple_loss=0.2739, pruned_loss=0.05476, over 12347.00 frames. utt_duration=970 frames, utt_pad_proportion=0.0339, over 51.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.29, pruned_loss=0.06353, over 2473968.93 frames. utt_duration=589 frames, utt_pad_proportion=0.05522, over 16845.32 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2988, pruned_loss=0.07276, over 2468249.99 frames. utt_duration=1244 frames, utt_pad_proportion=0.06308, over 7946.48 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.289, pruned_loss=0.06246, over 2474344.47 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05215, over 17642.35 utterances.], batch size: 51, lr: 3.87e-04
2022-08-25 20:37:44,299 INFO [train.py:927] (4/8) Epoch 9, batch 23250, giga_loss[loss=0.2357, simple_loss=0.3155, pruned_loss=0.07793, over 12403.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03176, over 80.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2871, pruned_loss=0.06228, over 2474234.88 frames. utt_duration=605.7 frames, utt_pad_proportion=0.05204, over 16380.34 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2987, pruned_loss=0.07262, over 2468402.82 frames. utt_duration=1246 frames, utt_pad_proportion=0.06214, over 7932.67 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2862, pruned_loss=0.06136, over 2474509.88 frames. utt_duration=577.4 frames, utt_pad_proportion=0.04999, over 17187.77 utterances.], batch size: 80, lr: 3.87e-04
2022-08-25 20:39:25,571 INFO [train.py:927] (4/8) Epoch 9, batch 23300, giga_loss[loss=0.2118, simple_loss=0.2983, pruned_loss=0.0627, over 12481.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02567, over 55.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2896, pruned_loss=0.06371, over 2474051.49 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05238, over 16779.02 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2985, pruned_loss=0.07258, over 2468388.54 frames. utt_duration=1249 frames, utt_pad_proportion=0.06146, over 7912.20 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2888, pruned_loss=0.06284, over 2474371.35 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05099, over 17592.30 utterances.], batch size: 55, lr: 3.87e-04
2022-08-25 20:41:05,831 INFO [train.py:927] (4/8) Epoch 9, batch 23350, giga_loss[loss=0.3433, simple_loss=0.3772, pruned_loss=0.1547, over 12371.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2927, pruned_loss=0.0647, over 2474061.32 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05243, over 17216.24 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2982, pruned_loss=0.07237, over 2468606.25 frames. utt_duration=1252 frames, utt_pad_proportion=0.06079, over 7897.52 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2922, pruned_loss=0.06399, over 2474228.75 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05153, over 18081.50 utterances.], batch size: 259, lr: 3.87e-04
2022-08-25 20:42:46,952 INFO [train.py:927] (4/8) Epoch 9, batch 23400, libri_loss[loss=0.2664, simple_loss=0.3421, pruned_loss=0.0953, over 12326.00 frames. utt_duration=949.5 frames, utt_pad_proportion=0.08174, over 52.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2947, pruned_loss=0.06589, over 2473045.28 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05424, over 17087.75 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.298, pruned_loss=0.07235, over 2467651.71 frames. utt_duration=1257 frames, utt_pad_proportion=0.05944, over 7860.46 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2943, pruned_loss=0.06508, over 2474223.74 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05382, over 18154.61 utterances.], batch size: 52, lr: 3.87e-04
2022-08-25 20:44:33,879 INFO [train.py:927] (4/8) Epoch 9, batch 23450, giga_loss[loss=0.2418, simple_loss=0.3278, pruned_loss=0.07794, over 12361.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03153, over 97.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3, pruned_loss=0.06941, over 2473189.60 frames. utt_duration=576.7 frames, utt_pad_proportion=0.0552, over 17200.15 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2979, pruned_loss=0.07223, over 2467357.22 frames. utt_duration=1260 frames, utt_pad_proportion=0.05831, over 7839.13 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2998, pruned_loss=0.06875, over 2474517.88 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05521, over 18275.85 utterances.], batch size: 97, lr: 3.87e-04
2022-08-25 20:46:15,435 INFO [train.py:927] (4/8) Epoch 9, batch 23500, giga_loss[loss=0.2738, simple_loss=0.343, pruned_loss=0.1023, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.306, pruned_loss=0.07371, over 2473346.71 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06217, over 18272.75 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2973, pruned_loss=0.07194, over 2467500.68 frames. utt_duration=1266 frames, utt_pad_proportion=0.05716, over 7804.56 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3066, pruned_loss=0.07344, over 2474457.66 frames. utt_duration=509 frames, utt_pad_proportion=0.06229, over 19501.45 utterances.], batch size: 133, lr: 3.87e-04
2022-08-25 20:48:01,822 INFO [train.py:927] (4/8) Epoch 9, batch 23550, giga_loss[loss=0.2277, simple_loss=0.3082, pruned_loss=0.07353, over 12479.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02875, over 55.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3118, pruned_loss=0.07786, over 2473343.34 frames. utt_duration=547 frames, utt_pad_proportion=0.06163, over 18135.88 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.297, pruned_loss=0.0717, over 2467075.65 frames. utt_duration=1271 frames, utt_pad_proportion=0.05633, over 7775.70 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3127, pruned_loss=0.07789, over 2474668.66 frames. utt_duration=514 frames, utt_pad_proportion=0.06207, over 19312.21 utterances.], batch size: 55, lr: 3.87e-04
2022-08-25 20:49:45,912 INFO [train.py:927] (4/8) Epoch 9, batch 23600, giga_loss[loss=0.2518, simple_loss=0.3233, pruned_loss=0.09014, over 12376.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02742, over 91.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3166, pruned_loss=0.082, over 2473972.32 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06455, over 18710.74 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2971, pruned_loss=0.07171, over 2467506.45 frames. utt_duration=1261 frames, utt_pad_proportion=0.05983, over 7839.20 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3175, pruned_loss=0.0822, over 2474800.45 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06368, over 19829.15 utterances.], batch size: 91, lr: 3.87e-04
2022-08-25 20:51:30,448 INFO [train.py:927] (4/8) Epoch 9, batch 23650, giga_loss[loss=0.2722, simple_loss=0.3465, pruned_loss=0.09895, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03937, over 133.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3215, pruned_loss=0.08687, over 2474434.46 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06306, over 19693.23 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2967, pruned_loss=0.07161, over 2467456.85 frames. utt_duration=1267 frames, utt_pad_proportion=0.05849, over 7801.42 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3232, pruned_loss=0.08744, over 2475306.73 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06295, over 20916.34 utterances.], batch size: 133, lr: 3.87e-04
2022-08-25 20:53:17,712 INFO [train.py:927] (4/8) Epoch 9, batch 23700, giga_loss[loss=0.237, simple_loss=0.3215, pruned_loss=0.07623, over 12375.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03061, over 58.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3268, pruned_loss=0.0918, over 2474868.41 frames. utt_duration=477.7 frames, utt_pad_proportion=0.0666, over 20786.12 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2968, pruned_loss=0.0717, over 2467754.27 frames. utt_duration=1273 frames, utt_pad_proportion=0.05669, over 7765.83 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3292, pruned_loss=0.09291, over 2475563.51 frames. utt_duration=445.6 frames, utt_pad_proportion=0.06709, over 22298.38 utterances.], batch size: 58, lr: 3.87e-04
2022-08-25 20:55:05,428 INFO [train.py:927] (4/8) Epoch 9, batch 23750, giga_loss[loss=0.3084, simple_loss=0.3625, pruned_loss=0.1272, over 12423.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06169, over 183.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3273, pruned_loss=0.09294, over 2475775.94 frames. utt_duration=462.1 frames, utt_pad_proportion=0.0713, over 21496.50 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2968, pruned_loss=0.0717, over 2467754.27 frames. utt_duration=1273 frames, utt_pad_proportion=0.05669, over 7765.83 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3292, pruned_loss=0.09381, over 2476316.95 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07143, over 22673.51 utterances.], batch size: 183, lr: 3.87e-04
2022-08-25 20:56:49,476 INFO [train.py:927] (4/8) Epoch 9, batch 23800, giga_loss[loss=0.2506, simple_loss=0.3491, pruned_loss=0.07604, over 12397.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02649, over 70.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3294, pruned_loss=0.0934, over 2476197.86 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07605, over 21979.27 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2972, pruned_loss=0.07167, over 2468053.46 frames. utt_duration=1273 frames, utt_pad_proportion=0.05604, over 7764.74 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3312, pruned_loss=0.0946, over 2476551.24 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07629, over 23237.16 utterances.], batch size: 70, lr: 3.87e-04
2022-08-25 20:58:34,298 INFO [train.py:927] (4/8) Epoch 9, batch 23850, giga_loss[loss=0.2252, simple_loss=0.3027, pruned_loss=0.07387, over 12404.00 frames. utt_duration=478.5 frames, utt_pad_proportion=0.02949, over 104.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3283, pruned_loss=0.09253, over 2475437.97 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07719, over 22146.88 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2965, pruned_loss=0.07119, over 2468133.79 frames. utt_duration=1277 frames, utt_pad_proportion=0.05534, over 7742.03 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3317, pruned_loss=0.09481, over 2475944.09 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07775, over 23756.84 utterances.], batch size: 104, lr: 3.87e-04
2022-08-25 21:00:23,541 INFO [train.py:927] (4/8) Epoch 9, batch 23900, giga_loss[loss=0.2436, simple_loss=0.3226, pruned_loss=0.08231, over 12446.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03195, over 80.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3272, pruned_loss=0.09019, over 2474452.83 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07905, over 22449.76 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2965, pruned_loss=0.07118, over 2468166.93 frames. utt_duration=1278 frames, utt_pad_proportion=0.05484, over 7737.12 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.331, pruned_loss=0.09265, over 2475070.04 frames. utt_duration=410.5 frames, utt_pad_proportion=0.07974, over 24202.20 utterances.], batch size: 80, lr: 3.87e-04
2022-08-25 21:02:09,108 INFO [train.py:927] (4/8) Epoch 9, batch 23950, giga_loss[loss=0.2071, simple_loss=0.2899, pruned_loss=0.06215, over 12363.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03394, over 122.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3249, pruned_loss=0.0882, over 2474289.92 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07937, over 22396.65 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2969, pruned_loss=0.07136, over 2468278.39 frames. utt_duration=1275 frames, utt_pad_proportion=0.0546, over 7754.81 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3281, pruned_loss=0.09041, over 2474821.88 frames. utt_duration=412 frames, utt_pad_proportion=0.08015, over 24112.07 utterances.], batch size: 122, lr: 3.87e-04
2022-08-25 21:03:53,775 INFO [train.py:927] (4/8) Epoch 9, batch 24000, libri_loss[loss=0.2001, simple_loss=0.2713, pruned_loss=0.06445, over 12242.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.03863, over 27.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3232, pruned_loss=0.08681, over 2474955.75 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07635, over 21866.63 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2974, pruned_loss=0.07166, over 2468310.08 frames. utt_duration=1265 frames, utt_pad_proportion=0.0583, over 7816.08 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3266, pruned_loss=0.08905, over 2475659.08 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07636, over 23859.81 utterances.], batch size: 27, lr: 3.87e-04
2022-08-25 21:03:53,776 INFO [train.py:958] (4/8) Computing validation loss
2022-08-25 21:04:08,555 INFO [train.py:967] (4/8) Epoch 9, validation: loss=0.1763, simple_loss=0.2864, pruned_loss=0.03306, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 21:06:01,896 INFO [train.py:927] (4/8) Epoch 9, batch 24050, giga_loss[loss=0.2409, simple_loss=0.3281, pruned_loss=0.07687, over 12477.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3217, pruned_loss=0.08563, over 2475474.71 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07082, over 21139.66 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2971, pruned_loss=0.07152, over 2468460.45 frames. utt_duration=1269 frames, utt_pad_proportion=0.05745, over 7788.91 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3251, pruned_loss=0.08778, over 2476004.91 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07157, over 22980.77 utterances.], batch size: 55, lr: 3.87e-04
2022-08-25 21:07:51,580 INFO [train.py:927] (4/8) Epoch 9, batch 24100, giga_loss[loss=0.2359, simple_loss=0.3348, pruned_loss=0.06844, over 12324.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.03062, over 66.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3225, pruned_loss=0.08399, over 2475125.54 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07106, over 21196.68 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2971, pruned_loss=0.0716, over 2468475.98 frames. utt_duration=1267 frames, utt_pad_proportion=0.05718, over 7800.92 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3258, pruned_loss=0.08592, over 2475683.66 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07181, over 22956.17 utterances.], batch size: 66, lr: 3.87e-04
2022-08-25 21:09:36,505 INFO [train.py:927] (4/8) Epoch 9, batch 24150, giga_loss[loss=0.2476, simple_loss=0.3282, pruned_loss=0.08346, over 12312.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02925, over 74.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3214, pruned_loss=0.08291, over 2475124.53 frames. utt_duration=482.5 frames, utt_pad_proportion=0.0684, over 20579.22 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2972, pruned_loss=0.07163, over 2468288.78 frames. utt_duration=1265 frames, utt_pad_proportion=0.05691, over 7813.40 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3247, pruned_loss=0.0848, over 2475976.29 frames. utt_duration=443.7 frames, utt_pad_proportion=0.06944, over 22395.65 utterances.], batch size: 74, lr: 3.86e-04
2022-08-25 21:11:20,389 INFO [train.py:927] (4/8) Epoch 9, batch 24200, libri_loss[loss=0.2347, simple_loss=0.3144, pruned_loss=0.07744, over 12485.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006419, over 37.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3203, pruned_loss=0.0826, over 2475042.89 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06563, over 19911.11 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2973, pruned_loss=0.07164, over 2468158.54 frames. utt_duration=1269 frames, utt_pad_proportion=0.05594, over 7786.30 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3234, pruned_loss=0.08435, over 2475981.02 frames. utt_duration=458.6 frames, utt_pad_proportion=0.06708, over 21665.53 utterances.], batch size: 37, lr: 3.86e-04
2022-08-25 21:13:05,589 INFO [train.py:927] (4/8) Epoch 9, batch 24250, giga_loss[loss=0.2274, simple_loss=0.3077, pruned_loss=0.07359, over 12377.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03588, over 113.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3182, pruned_loss=0.08175, over 2475115.16 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06532, over 19151.00 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2973, pruned_loss=0.07173, over 2467866.44 frames. utt_duration=1254 frames, utt_pad_proportion=0.06073, over 7878.75 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3212, pruned_loss=0.0833, over 2476271.56 frames. utt_duration=479.5 frames, utt_pad_proportion=0.06506, over 20720.14 utterances.], batch size: 113, lr: 3.86e-04
2022-08-25 21:14:53,024 INFO [train.py:927] (4/8) Epoch 9, batch 24300, giga_loss[loss=0.207, simple_loss=0.2853, pruned_loss=0.06435, over 12156.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.02868, over 36.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3166, pruned_loss=0.07969, over 2475035.94 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06228, over 18432.16 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2968, pruned_loss=0.07153, over 2467947.62 frames. utt_duration=1258 frames, utt_pad_proportion=0.05953, over 7858.33 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3203, pruned_loss=0.08151, over 2476213.21 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06276, over 20175.98 utterances.], batch size: 36, lr: 3.86e-04
2022-08-25 21:16:42,350 INFO [train.py:927] (4/8) Epoch 9, batch 24350, giga_loss[loss=0.2305, simple_loss=0.3091, pruned_loss=0.07598, over 12423.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04215, over 146.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3169, pruned_loss=0.07995, over 2474559.73 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06433, over 19054.31 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2967, pruned_loss=0.07144, over 2467847.80 frames. utt_duration=1261 frames, utt_pad_proportion=0.05862, over 7837.33 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3203, pruned_loss=0.08161, over 2475689.68 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06484, over 20632.41 utterances.], batch size: 146, lr: 3.86e-04
2022-08-25 21:18:26,930 INFO [train.py:927] (4/8) Epoch 9, batch 24400, giga_loss[loss=0.2169, simple_loss=0.2919, pruned_loss=0.07097, over 12374.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04756, over 26.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3154, pruned_loss=0.08006, over 2474593.32 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06581, over 19190.11 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2967, pruned_loss=0.07148, over 2467689.06 frames. utt_duration=1263 frames, utt_pad_proportion=0.05803, over 7823.89 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3183, pruned_loss=0.08145, over 2475707.57 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06634, over 20602.18 utterances.], batch size: 26, lr: 3.86e-04
2022-08-25 21:20:13,637 INFO [train.py:927] (4/8) Epoch 9, batch 24450, giga_loss[loss=0.2415, simple_loss=0.3129, pruned_loss=0.08499, over 12434.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05461, over 162.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3139, pruned_loss=0.08003, over 2474532.12 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06963, over 19359.44 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.297, pruned_loss=0.07144, over 2467663.53 frames. utt_duration=1268 frames, utt_pad_proportion=0.05733, over 7794.68 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3163, pruned_loss=0.08132, over 2475529.82 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07012, over 20709.98 utterances.], batch size: 162, lr: 3.86e-04
2022-08-25 21:21:57,787 INFO [train.py:927] (4/8) Epoch 9, batch 24500, libri_loss[loss=0.2367, simple_loss=0.319, pruned_loss=0.07715, over 12439.00 frames. utt_duration=958.1 frames, utt_pad_proportion=0.06977, over 52.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3131, pruned_loss=0.08015, over 2474209.39 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06915, over 19090.28 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.297, pruned_loss=0.07137, over 2467299.79 frames. utt_duration=1271 frames, utt_pad_proportion=0.05615, over 7772.43 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3155, pruned_loss=0.08155, over 2475589.80 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07015, over 20573.39 utterances.], batch size: 52, lr: 3.86e-04
2022-08-25 21:23:43,160 INFO [train.py:927] (4/8) Epoch 9, batch 24550, giga_loss[loss=0.2228, simple_loss=0.3163, pruned_loss=0.06465, over 12439.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03208, over 75.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3132, pruned_loss=0.07943, over 2474362.39 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06743, over 19180.64 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.297, pruned_loss=0.07137, over 2467160.85 frames. utt_duration=1274 frames, utt_pad_proportion=0.05528, over 7754.16 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3154, pruned_loss=0.08069, over 2475712.49 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06874, over 20583.38 utterances.], batch size: 75, lr: 3.86e-04
2022-08-25 21:25:31,051 INFO [train.py:927] (4/8) Epoch 9, batch 24600, giga_loss[loss=0.2337, simple_loss=0.302, pruned_loss=0.08272, over 12380.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04311, over 37.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3138, pruned_loss=0.07959, over 2474076.95 frames. utt_duration=515.2 frames, utt_pad_proportion=0.07024, over 19264.18 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2966, pruned_loss=0.07126, over 2467376.09 frames. utt_duration=1276 frames, utt_pad_proportion=0.05468, over 7741.87 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3161, pruned_loss=0.08079, over 2475051.71 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07138, over 20530.41 utterances.], batch size: 37, lr: 3.86e-04
2022-08-25 21:27:18,429 INFO [train.py:927] (4/8) Epoch 9, batch 24650, giga_loss[loss=0.2277, simple_loss=0.3178, pruned_loss=0.06878, over 12380.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.0273, over 70.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3146, pruned_loss=0.0799, over 2474107.94 frames. utt_duration=521 frames, utt_pad_proportion=0.07126, over 19049.21 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2971, pruned_loss=0.07139, over 2467487.84 frames. utt_duration=1249 frames, utt_pad_proportion=0.06391, over 7910.32 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3163, pruned_loss=0.08088, over 2474906.97 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06915, over 20111.56 utterances.], batch size: 70, lr: 3.86e-04
2022-08-25 21:29:03,735 INFO [train.py:927] (4/8) Epoch 9, batch 24700, giga_loss[loss=0.2627, simple_loss=0.3338, pruned_loss=0.09587, over 12398.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0401, over 133.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.315, pruned_loss=0.08112, over 2474179.20 frames. utt_duration=516.4 frames, utt_pad_proportion=0.07091, over 19218.81 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2968, pruned_loss=0.0713, over 2467557.19 frames. utt_duration=1250 frames, utt_pad_proportion=0.06356, over 7902.77 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3171, pruned_loss=0.0822, over 2474908.03 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06944, over 20329.79 utterances.], batch size: 133, lr: 3.86e-04
2022-08-25 21:30:50,155 INFO [train.py:927] (4/8) Epoch 9, batch 24750, giga_loss[loss=0.329, simple_loss=0.3869, pruned_loss=0.1355, over 12348.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1886, over 362.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3175, pruned_loss=0.08379, over 2474162.50 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07979, over 20915.67 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.297, pruned_loss=0.07138, over 2467667.84 frames. utt_duration=1247 frames, utt_pad_proportion=0.06363, over 7928.07 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3192, pruned_loss=0.08474, over 2474729.08 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07841, over 21941.03 utterances.], batch size: 362, lr: 3.86e-04
2022-08-25 21:32:34,118 INFO [train.py:927] (4/8) Epoch 9, batch 24800, giga_loss[loss=0.2357, simple_loss=0.3284, pruned_loss=0.07149, over 12385.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3163, pruned_loss=0.08192, over 2473426.42 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07894, over 20490.53 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2967, pruned_loss=0.07125, over 2467393.40 frames. utt_duration=1252 frames, utt_pad_proportion=0.06257, over 7890.31 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3184, pruned_loss=0.08303, over 2474236.25 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07833, over 21613.80 utterances.], batch size: 62, lr: 3.86e-04
2022-08-25 21:34:22,780 INFO [train.py:927] (4/8) Epoch 9, batch 24850, giga_loss[loss=0.2669, simple_loss=0.3288, pruned_loss=0.1024, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07553, over 212.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3151, pruned_loss=0.08134, over 2473927.36 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07756, over 20821.11 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2973, pruned_loss=0.07181, over 2467441.60 frames. utt_duration=1240 frames, utt_pad_proportion=0.06614, over 7971.95 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3165, pruned_loss=0.0819, over 2474642.85 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07606, over 21871.00 utterances.], batch size: 212, lr: 3.86e-04
2022-08-25 21:36:09,018 INFO [train.py:927] (4/8) Epoch 9, batch 24900, giga_loss[loss=0.2193, simple_loss=0.298, pruned_loss=0.07031, over 12246.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03601, over 28.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3138, pruned_loss=0.08089, over 2474359.40 frames. utt_duration=483.8 frames, utt_pad_proportion=0.0758, over 20521.78 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2977, pruned_loss=0.07194, over 2467522.19 frames. utt_duration=1239 frames, utt_pad_proportion=0.06585, over 7976.27 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3149, pruned_loss=0.08136, over 2474960.10 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07484, over 21572.07 utterances.], batch size: 28, lr: 3.86e-04
2022-08-25 21:37:57,979 INFO [train.py:927] (4/8) Epoch 9, batch 24950, giga_loss[loss=0.2394, simple_loss=0.3305, pruned_loss=0.0741, over 12378.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03009, over 62.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3174, pruned_loss=0.08136, over 2473807.26 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07138, over 19904.42 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2977, pruned_loss=0.07196, over 2467704.09 frames. utt_duration=1242 frames, utt_pad_proportion=0.06488, over 7956.92 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3185, pruned_loss=0.08192, over 2474243.66 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07117, over 20984.24 utterances.], batch size: 62, lr: 3.86e-04
2022-08-25 21:39:49,325 INFO [train.py:927] (4/8) Epoch 9, batch 25000, giga_loss[loss=0.2537, simple_loss=0.3333, pruned_loss=0.08706, over 12412.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03692, over 113.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3195, pruned_loss=0.08183, over 2474126.14 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06838, over 20222.19 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.298, pruned_loss=0.07214, over 2467667.57 frames. utt_duration=1240 frames, utt_pad_proportion=0.06484, over 7968.13 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3203, pruned_loss=0.08214, over 2474527.38 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06837, over 21112.31 utterances.], batch size: 113, lr: 3.86e-04
2022-08-25 21:41:36,078 INFO [train.py:927] (4/8) Epoch 9, batch 25050, libri_loss[loss=0.2603, simple_loss=0.3503, pruned_loss=0.08515, over 12321.00 frames. utt_duration=949.4 frames, utt_pad_proportion=0.08094, over 52.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3211, pruned_loss=0.08343, over 2474289.01 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07529, over 20624.91 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2987, pruned_loss=0.07245, over 2467653.07 frames. utt_duration=1235 frames, utt_pad_proportion=0.06499, over 8001.44 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3214, pruned_loss=0.0836, over 2474748.53 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07504, over 21530.72 utterances.], batch size: 52, lr: 3.86e-04
2022-08-25 21:43:22,079 INFO [train.py:927] (4/8) Epoch 9, batch 25100, giga_loss[loss=0.2386, simple_loss=0.3111, pruned_loss=0.08306, over 12392.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02646, over 70.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3204, pruned_loss=0.08382, over 2473669.52 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07944, over 20428.88 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2997, pruned_loss=0.07266, over 2467818.69 frames. utt_duration=1233 frames, utt_pad_proportion=0.06357, over 8018.31 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3208, pruned_loss=0.08426, over 2474182.53 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07979, over 21721.37 utterances.], batch size: 70, lr: 3.86e-04
2022-08-25 21:45:06,725 INFO [train.py:927] (4/8) Epoch 9, batch 25150, giga_loss[loss=0.2327, simple_loss=0.3043, pruned_loss=0.08057, over 12460.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03752, over 40.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3189, pruned_loss=0.08365, over 2473999.40 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07714, over 19948.67 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2996, pruned_loss=0.0726, over 2467654.01 frames. utt_duration=1226 frames, utt_pad_proportion=0.06628, over 8064.20 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3198, pruned_loss=0.0843, over 2474702.20 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07667, over 21221.08 utterances.], batch size: 40, lr: 3.86e-04
2022-08-25 21:46:51,564 INFO [train.py:927] (4/8) Epoch 9, batch 25200, giga_loss[loss=0.2313, simple_loss=0.3128, pruned_loss=0.07485, over 12371.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0275, over 91.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3183, pruned_loss=0.08347, over 2474305.26 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07483, over 19752.59 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2997, pruned_loss=0.07254, over 2467601.63 frames. utt_duration=1229 frames, utt_pad_proportion=0.06484, over 8038.68 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3194, pruned_loss=0.08433, over 2475063.20 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07519, over 21108.96 utterances.], batch size: 91, lr: 3.86e-04
2022-08-25 21:48:35,474 INFO [train.py:927] (4/8) Epoch 9, batch 25250, giga_loss[loss=0.2708, simple_loss=0.3389, pruned_loss=0.1014, over 12368.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.0462, over 146.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3167, pruned_loss=0.08285, over 2474505.30 frames. utt_duration=511.8 frames, utt_pad_proportion=0.07113, over 19395.42 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2999, pruned_loss=0.0726, over 2467719.65 frames. utt_duration=1228 frames, utt_pad_proportion=0.06434, over 8047.13 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3177, pruned_loss=0.08361, over 2475090.73 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07186, over 20617.09 utterances.], batch size: 146, lr: 3.86e-04
2022-08-25 21:50:19,675 INFO [train.py:927] (4/8) Epoch 9, batch 25300, giga_loss[loss=0.2202, simple_loss=0.303, pruned_loss=0.06873, over 12427.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04399, over 34.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3171, pruned_loss=0.08293, over 2474872.86 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07348, over 19726.04 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2999, pruned_loss=0.07261, over 2468219.47 frames. utt_duration=1227 frames, utt_pad_proportion=0.06383, over 8056.41 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3183, pruned_loss=0.0838, over 2475066.02 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07423, over 21014.45 utterances.], batch size: 34, lr: 3.86e-04
2022-08-25 21:52:04,492 INFO [train.py:927] (4/8) Epoch 9, batch 25350, giga_loss[loss=0.268, simple_loss=0.3315, pruned_loss=0.1023, over 12457.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0343, over 98.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3163, pruned_loss=0.08259, over 2474957.52 frames. utt_duration=520.5 frames, utt_pad_proportion=0.07081, over 19073.34 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2998, pruned_loss=0.07241, over 2468576.31 frames. utt_duration=1225 frames, utt_pad_proportion=0.06345, over 8070.55 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3178, pruned_loss=0.08373, over 2474956.17 frames. utt_duration=487 frames, utt_pad_proportion=0.07178, over 20391.03 utterances.], batch size: 98, lr: 3.86e-04
2022-08-25 21:53:49,250 INFO [train.py:927] (4/8) Epoch 9, batch 25400, libri_loss[loss=0.2601, simple_loss=0.3321, pruned_loss=0.09401, over 12398.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02387, over 43.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3183, pruned_loss=0.08206, over 2474693.37 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07832, over 19863.42 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3001, pruned_loss=0.07267, over 2468617.08 frames. utt_duration=1224 frames, utt_pad_proportion=0.06271, over 8080.24 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3197, pruned_loss=0.08299, over 2474798.26 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07908, over 21228.45 utterances.], batch size: 43, lr: 3.85e-04
2022-08-25 21:55:33,004 INFO [train.py:927] (4/8) Epoch 9, batch 25450, giga_loss[loss=0.3077, simple_loss=0.3568, pruned_loss=0.1294, over 12354.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.204, over 369.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3209, pruned_loss=0.0834, over 2474480.48 frames. utt_duration=490.9 frames, utt_pad_proportion=0.08168, over 20225.10 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2996, pruned_loss=0.0723, over 2468843.23 frames. utt_duration=1227 frames, utt_pad_proportion=0.06096, over 8057.52 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3232, pruned_loss=0.08485, over 2474598.37 frames. utt_duration=456 frames, utt_pad_proportion=0.08285, over 21774.57 utterances.], batch size: 369, lr: 3.85e-04
2022-08-25 21:57:17,548 INFO [train.py:927] (4/8) Epoch 9, batch 25500, giga_loss[loss=0.2361, simple_loss=0.3247, pruned_loss=0.07372, over 12417.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03689, over 113.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3231, pruned_loss=0.08496, over 2474651.45 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07507, over 19940.24 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2999, pruned_loss=0.0724, over 2468628.30 frames. utt_duration=1231 frames, utt_pad_proportion=0.05957, over 8034.07 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3253, pruned_loss=0.08636, over 2475101.59 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07708, over 21538.62 utterances.], batch size: 113, lr: 3.85e-04
2022-08-25 21:59:01,761 INFO [train.py:927] (4/8) Epoch 9, batch 25550, giga_loss[loss=0.2499, simple_loss=0.3251, pruned_loss=0.08731, over 12390.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03683, over 113.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3227, pruned_loss=0.08435, over 2474613.42 frames. utt_duration=507.5 frames, utt_pad_proportion=0.0721, over 19560.40 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3006, pruned_loss=0.07249, over 2468412.60 frames. utt_duration=1229 frames, utt_pad_proportion=0.05921, over 8046.44 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3243, pruned_loss=0.08566, over 2475274.23 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07419, over 21076.66 utterances.], batch size: 113, lr: 3.85e-04
2022-08-25 22:00:46,712 INFO [train.py:927] (4/8) Epoch 9, batch 25600, giga_loss[loss=0.2963, simple_loss=0.3482, pruned_loss=0.1222, over 12338.00 frames. utt_duration=135 frames, utt_pad_proportion=0.206, over 370.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3224, pruned_loss=0.08244, over 2474641.84 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07099, over 19835.54 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3007, pruned_loss=0.07251, over 2468406.15 frames. utt_duration=1227 frames, utt_pad_proportion=0.05888, over 8055.12 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3241, pruned_loss=0.08371, over 2475317.57 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07293, over 21296.65 utterances.], batch size: 370, lr: 3.85e-04
2022-08-25 22:02:29,341 INFO [train.py:927] (4/8) Epoch 9, batch 25650, giga_loss[loss=0.255, simple_loss=0.3262, pruned_loss=0.09193, over 12382.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06447, over 183.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3225, pruned_loss=0.08284, over 2474482.60 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07496, over 20443.01 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3007, pruned_loss=0.07254, over 2468481.76 frames. utt_duration=1230 frames, utt_pad_proportion=0.05778, over 8038.93 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3243, pruned_loss=0.08405, over 2475094.82 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07673, over 21897.16 utterances.], batch size: 183, lr: 3.85e-04
2022-08-25 22:04:11,608 INFO [train.py:927] (4/8) Epoch 9, batch 25700, giga_loss[loss=0.2434, simple_loss=0.3116, pruned_loss=0.0876, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03164, over 40.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3207, pruned_loss=0.08257, over 2474440.04 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07833, over 20417.52 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3007, pruned_loss=0.07264, over 2468358.90 frames. utt_duration=1234 frames, utt_pad_proportion=0.05675, over 8008.26 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3226, pruned_loss=0.08366, over 2475173.37 frames. utt_duration=454 frames, utt_pad_proportion=0.07998, over 21877.36 utterances.], batch size: 40, lr: 3.85e-04
2022-08-25 22:05:58,773 INFO [train.py:927] (4/8) Epoch 9, batch 25750, giga_loss[loss=0.2927, simple_loss=0.3473, pruned_loss=0.119, over 12358.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3186, pruned_loss=0.08251, over 2474453.11 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07967, over 20114.91 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3006, pruned_loss=0.07258, over 2468356.37 frames. utt_duration=1236 frames, utt_pad_proportion=0.05619, over 7999.28 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3206, pruned_loss=0.08361, over 2475156.96 frames. utt_duration=461.8 frames, utt_pad_proportion=0.08131, over 21508.46 utterances.], batch size: 258, lr: 3.85e-04
2022-08-25 22:07:42,974 INFO [train.py:927] (4/8) Epoch 9, batch 25800, giga_loss[loss=0.2726, simple_loss=0.3355, pruned_loss=0.1048, over 12419.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03923, over 43.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3185, pruned_loss=0.08369, over 2474642.50 frames. utt_duration=476.6 frames, utt_pad_proportion=0.08128, over 20832.45 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3004, pruned_loss=0.07254, over 2468453.87 frames. utt_duration=1228 frames, utt_pad_proportion=0.06034, over 8047.70 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3206, pruned_loss=0.08483, over 2475267.06 frames. utt_duration=448 frames, utt_pad_proportion=0.08137, over 22172.28 utterances.], batch size: 43, lr: 3.85e-04
2022-08-25 22:09:24,818 INFO [train.py:927] (4/8) Epoch 9, batch 25850, giga_loss[loss=0.2198, simple_loss=0.3025, pruned_loss=0.06856, over 12444.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03697, over 31.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3166, pruned_loss=0.08161, over 2474527.71 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07956, over 21142.35 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3004, pruned_loss=0.0725, over 2468368.24 frames. utt_duration=1232 frames, utt_pad_proportion=0.05969, over 8025.09 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3185, pruned_loss=0.0827, over 2475191.00 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07998, over 22387.37 utterances.], batch size: 31, lr: 3.85e-04
2022-08-25 22:11:11,876 INFO [train.py:927] (4/8) Epoch 9, batch 25900, libri_loss[loss=0.1959, simple_loss=0.279, pruned_loss=0.05637, over 12218.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006841, over 31.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3145, pruned_loss=0.0799, over 2474703.98 frames. utt_duration=476 frames, utt_pad_proportion=0.07593, over 20860.47 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3004, pruned_loss=0.07246, over 2468589.99 frames. utt_duration=1239 frames, utt_pad_proportion=0.05793, over 7979.78 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3167, pruned_loss=0.08112, over 2475274.57 frames. utt_duration=444 frames, utt_pad_proportion=0.07721, over 22373.58 utterances.], batch size: 31, lr: 3.85e-04
2022-08-25 22:12:55,974 INFO [train.py:927] (4/8) Epoch 9, batch 25950, giga_loss[loss=0.2143, simple_loss=0.2859, pruned_loss=0.07137, over 12298.00 frames. utt_duration=794.8 frames, utt_pad_proportion=0.03428, over 62.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3128, pruned_loss=0.07906, over 2474527.46 frames. utt_duration=490.9 frames, utt_pad_proportion=0.0746, over 20223.70 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3014, pruned_loss=0.07292, over 2468387.45 frames. utt_duration=1231 frames, utt_pad_proportion=0.06049, over 8032.75 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3141, pruned_loss=0.07988, over 2475438.17 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07507, over 21896.81 utterances.], batch size: 62, lr: 3.85e-04
2022-08-25 22:14:38,615 INFO [train.py:927] (4/8) Epoch 9, batch 26000, giga_loss[loss=0.2243, simple_loss=0.3108, pruned_loss=0.06887, over 12421.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03511, over 105.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3136, pruned_loss=0.07951, over 2474076.74 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07053, over 20244.53 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.301, pruned_loss=0.07265, over 2467961.70 frames. utt_duration=1237 frames, utt_pad_proportion=0.05916, over 7993.27 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3153, pruned_loss=0.08057, over 2475360.90 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07173, over 21946.35 utterances.], batch size: 105, lr: 3.85e-04
2022-08-25 22:16:23,738 INFO [train.py:927] (4/8) Epoch 9, batch 26050, giga_loss[loss=0.2516, simple_loss=0.326, pruned_loss=0.08863, over 12376.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05266, over 161.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3151, pruned_loss=0.08129, over 2474039.81 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07679, over 21473.46 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3006, pruned_loss=0.0725, over 2468205.53 frames. utt_duration=1240 frames, utt_pad_proportion=0.05832, over 7968.56 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3171, pruned_loss=0.08241, over 2474938.42 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07758, over 23076.38 utterances.], batch size: 161, lr: 3.85e-04
2022-08-25 22:18:06,205 INFO [train.py:927] (4/8) Epoch 9, batch 26100, giga_loss[loss=0.2904, simple_loss=0.3567, pruned_loss=0.1121, over 12430.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05482, over 162.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3154, pruned_loss=0.08177, over 2473529.10 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07464, over 21233.01 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3004, pruned_loss=0.07229, over 2467948.44 frames. utt_duration=1240 frames, utt_pad_proportion=0.05729, over 7968.80 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3176, pruned_loss=0.08314, over 2474635.25 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07597, over 22947.68 utterances.], batch size: 162, lr: 3.85e-04
2022-08-25 22:19:49,890 INFO [train.py:927] (4/8) Epoch 9, batch 26150, giga_loss[loss=0.2768, simple_loss=0.3432, pruned_loss=0.1052, over 12382.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05948, over 182.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3167, pruned_loss=0.08214, over 2473636.22 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07314, over 20472.60 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3005, pruned_loss=0.07247, over 2467981.44 frames. utt_duration=1219 frames, utt_pad_proportion=0.06593, over 8108.46 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3188, pruned_loss=0.08336, over 2474673.17 frames. utt_duration=449 frames, utt_pad_proportion=0.07181, over 22119.88 utterances.], batch size: 182, lr: 3.85e-04
2022-08-25 22:21:32,940 INFO [train.py:927] (4/8) Epoch 9, batch 26200, giga_loss[loss=0.2201, simple_loss=0.301, pruned_loss=0.06963, over 12448.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03144, over 75.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3189, pruned_loss=0.08384, over 2474364.13 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07682, over 20242.11 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3018, pruned_loss=0.0733, over 2468382.95 frames. utt_duration=1165 frames, utt_pad_proportion=0.08309, over 8484.80 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3201, pruned_loss=0.08449, over 2475059.26 frames. utt_duration=457.1 frames, utt_pad_proportion=0.0693, over 21727.10 utterances.], batch size: 75, lr: 3.85e-04
2022-08-25 22:22:44,169 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-25 22:25:16,116 INFO [train.py:927] (4/8) Epoch 10, batch 50, giga_loss[loss=0.2182, simple_loss=0.3032, pruned_loss=0.06656, over 12397.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07365, over 213.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3179, pruned_loss=0.07149, over 548394.50 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05062, over 3816.92 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2953, pruned_loss=0.05705, over 49107.63 frames. utt_duration=1126 frames, utt_pad_proportion=0.05224, over 174.76 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3198, pruned_loss=0.07274, over 509401.76 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05052, over 3689.71 utterances.], batch size: 213, lr: 3.75e-04
2022-08-25 22:27:00,719 INFO [train.py:927] (4/8) Epoch 10, batch 100, giga_loss[loss=0.1746, simple_loss=0.2644, pruned_loss=0.04241, over 12384.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04104, over 133.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2954, pruned_loss=0.06281, over 974486.78 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06315, over 7113.59 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2814, pruned_loss=0.04994, over 73173.17 frames. utt_duration=1286 frames, utt_pad_proportion=0.04521, over 227.88 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2966, pruned_loss=0.06374, over 928840.64 frames. utt_duration=530.8 frames, utt_pad_proportion=0.0636, over 7018.86 utterances.], batch size: 133, lr: 3.75e-04
2022-08-25 22:28:43,094 INFO [train.py:927] (4/8) Epoch 10, batch 150, giga_loss[loss=0.1551, simple_loss=0.2442, pruned_loss=0.033, over 12339.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03407, over 62.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2813, pruned_loss=0.05715, over 1306829.05 frames. utt_duration=530 frames, utt_pad_proportion=0.06379, over 9891.40 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2925, pruned_loss=0.05506, over 109235.93 frames. utt_duration=1067 frames, utt_pad_proportion=0.1284, over 410.00 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2806, pruned_loss=0.05731, over 1252859.09 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06094, over 9768.68 utterances.], batch size: 62, lr: 3.75e-04
2022-08-25 22:30:23,816 INFO [train.py:927] (4/8) Epoch 10, batch 200, giga_loss[loss=0.1769, simple_loss=0.2547, pruned_loss=0.04956, over 12336.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.0306, over 91.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2738, pruned_loss=0.05389, over 1565264.10 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06488, over 11686.64 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2991, pruned_loss=0.05815, over 224441.26 frames. utt_duration=1085 frames, utt_pad_proportion=0.1199, over 828.17 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2709, pruned_loss=0.05347, over 1474763.87 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06128, over 11661.00 utterances.], batch size: 91, lr: 3.75e-04
2022-08-25 22:32:04,242 INFO [train.py:927] (4/8) Epoch 10, batch 250, libri_loss[loss=0.2049, simple_loss=0.2848, pruned_loss=0.06251, over 12191.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005298, over 33.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2688, pruned_loss=0.05175, over 1766826.46 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06028, over 12742.52 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2978, pruned_loss=0.05928, over 312463.40 frames. utt_duration=1053 frames, utt_pad_proportion=0.1247, over 1188.81 utterances.], giga_tot_loss[loss=0.1835, simple_loss=0.2653, pruned_loss=0.05086, over 1664970.80 frames. utt_duration=521.5 frames, utt_pad_proportion=0.05579, over 12808.35 utterances.], batch size: 33, lr: 3.75e-04
2022-08-25 22:33:45,233 INFO [train.py:927] (4/8) Epoch 10, batch 300, giga_loss[loss=0.144, simple_loss=0.2302, pruned_loss=0.02889, over 12308.00 frames. utt_duration=795.5 frames, utt_pad_proportion=0.0322, over 62.00 utterances.], tot_loss[loss=0.1821, simple_loss=0.2642, pruned_loss=0.04997, over 1923641.13 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06321, over 13985.69 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2964, pruned_loss=0.05929, over 355405.46 frames. utt_duration=1086 frames, utt_pad_proportion=0.1132, over 1311.19 utterances.], giga_tot_loss[loss=0.1795, simple_loss=0.2609, pruned_loss=0.04903, over 1831579.14 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06031, over 14134.75 utterances.], batch size: 62, lr: 3.75e-04
2022-08-25 22:35:25,928 INFO [train.py:927] (4/8) Epoch 10, batch 350, libri_loss[loss=0.2122, simple_loss=0.2944, pruned_loss=0.06495, over 12306.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007292, over 36.00 utterances.], tot_loss[loss=0.1785, simple_loss=0.2602, pruned_loss=0.04842, over 2045638.44 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06256, over 14958.55 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2958, pruned_loss=0.05959, over 397216.17 frames. utt_duration=1119 frames, utt_pad_proportion=0.1029, over 1422.12 utterances.], giga_tot_loss[loss=0.1759, simple_loss=0.257, pruned_loss=0.04738, over 1964078.91 frames. utt_duration=518 frames, utt_pad_proportion=0.06086, over 15211.95 utterances.], batch size: 36, lr: 3.75e-04
2022-08-25 22:37:07,140 INFO [train.py:927] (4/8) Epoch 10, batch 400, giga_loss[loss=0.1526, simple_loss=0.2415, pruned_loss=0.03181, over 12250.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03234, over 28.00 utterances.], tot_loss[loss=0.1764, simple_loss=0.258, pruned_loss=0.04744, over 2140264.77 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06172, over 14853.62 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2948, pruned_loss=0.0596, over 488593.05 frames. utt_duration=1096 frames, utt_pad_proportion=0.1081, over 1785.27 utterances.], giga_tot_loss[loss=0.1728, simple_loss=0.2537, pruned_loss=0.04599, over 2058674.06 frames. utt_duration=541 frames, utt_pad_proportion=0.05852, over 15263.57 utterances.], batch size: 28, lr: 3.75e-04
2022-08-25 22:38:49,115 INFO [train.py:927] (4/8) Epoch 10, batch 450, giga_loss[loss=0.1594, simple_loss=0.2328, pruned_loss=0.04305, over 12400.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03472, over 80.00 utterances.], tot_loss[loss=0.1729, simple_loss=0.2542, pruned_loss=0.04585, over 2214376.10 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06683, over 16163.04 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2957, pruned_loss=0.05959, over 518109.45 frames. utt_duration=1108 frames, utt_pad_proportion=0.1037, over 1873.15 utterances.], giga_tot_loss[loss=0.1695, simple_loss=0.25, pruned_loss=0.04448, over 2146078.83 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06458, over 16595.27 utterances.], batch size: 80, lr: 3.75e-04
2022-08-25 22:40:30,241 INFO [train.py:927] (4/8) Epoch 10, batch 500, giga_loss[loss=0.205, simple_loss=0.2854, pruned_loss=0.06234, over 12432.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03788, over 105.00 utterances.], tot_loss[loss=0.1796, simple_loss=0.2611, pruned_loss=0.04907, over 2272232.59 frames. utt_duration=522 frames, utt_pad_proportion=0.07563, over 17462.35 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2971, pruned_loss=0.06014, over 557016.09 frames. utt_duration=1029 frames, utt_pad_proportion=0.1284, over 2168.40 utterances.], giga_tot_loss[loss=0.1762, simple_loss=0.257, pruned_loss=0.04772, over 2213827.65 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07063, over 17809.77 utterances.], batch size: 105, lr: 3.75e-04
2022-08-25 22:42:12,714 INFO [train.py:927] (4/8) Epoch 10, batch 550, giga_loss[loss=0.2367, simple_loss=0.3208, pruned_loss=0.07629, over 12459.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03394, over 98.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2736, pruned_loss=0.05466, over 2317315.52 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06868, over 17384.73 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2963, pruned_loss=0.05983, over 585771.55 frames. utt_duration=1045 frames, utt_pad_proportion=0.1228, over 2244.45 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2704, pruned_loss=0.05368, over 2268663.02 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06517, over 17792.95 utterances.], batch size: 98, lr: 3.75e-04
2022-08-25 22:43:53,843 INFO [train.py:927] (4/8) Epoch 10, batch 600, giga_loss[loss=0.2117, simple_loss=0.3102, pruned_loss=0.05659, over 12426.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04207, over 146.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2798, pruned_loss=0.05672, over 2351885.76 frames. utt_duration=518.1 frames, utt_pad_proportion=0.07633, over 18211.85 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2963, pruned_loss=0.06007, over 623134.02 frames. utt_duration=1053 frames, utt_pad_proportion=0.1178, over 2370.83 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.277, pruned_loss=0.05587, over 2310873.34 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07366, over 18695.94 utterances.], batch size: 146, lr: 3.75e-04
2022-08-25 22:45:35,633 INFO [train.py:927] (4/8) Epoch 10, batch 650, giga_loss[loss=0.2279, simple_loss=0.3133, pruned_loss=0.07126, over 12382.00 frames. utt_duration=270.9 frames, utt_pad_proportion=0.0692, over 184.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2837, pruned_loss=0.05768, over 2378867.25 frames. utt_duration=512.6 frames, utt_pad_proportion=0.07516, over 18618.34 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2966, pruned_loss=0.05996, over 686305.76 frames. utt_duration=1085 frames, utt_pad_proportion=0.1072, over 2533.45 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.281, pruned_loss=0.05695, over 2343007.17 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07391, over 19371.21 utterances.], batch size: 184, lr: 3.75e-04
2022-08-25 22:47:18,125 INFO [train.py:927] (4/8) Epoch 10, batch 700, giga_loss[loss=0.2034, simple_loss=0.2832, pruned_loss=0.0618, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02743, over 48.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2881, pruned_loss=0.0604, over 2400143.77 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07718, over 19358.56 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.296, pruned_loss=0.05983, over 730630.89 frames. utt_duration=1071 frames, utt_pad_proportion=0.1117, over 2732.93 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2859, pruned_loss=0.05989, over 2369578.97 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07519, over 20153.04 utterances.], batch size: 48, lr: 3.75e-04
2022-08-25 22:49:09,108 INFO [train.py:927] (4/8) Epoch 10, batch 750, giga_loss[loss=0.2139, simple_loss=0.3103, pruned_loss=0.05879, over 12390.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02738, over 70.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2926, pruned_loss=0.06163, over 2416713.86 frames. utt_duration=515.6 frames, utt_pad_proportion=0.07377, over 18802.35 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2963, pruned_loss=0.05989, 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=0.06124, 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
2022-08-25 22:50:49,473 INFO [train.py:927] (4/8) Epoch 10, batch 800, giga_loss[loss=0.2051, simple_loss=0.2985, pruned_loss=0.05591, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02799, over 48.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2944, pruned_loss=0.06208, over 2428234.46 frames. utt_duration=535.6 frames, utt_pad_proportion=0.07414, over 18185.22 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2935, pruned_loss=0.05868, over 815096.23 frames. utt_duration=1075 frames, utt_pad_proportion=0.1121, over 3036.26 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2939, pruned_loss=0.06224, over 2407229.63 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07247, over 19126.61 utterances.], batch size: 48, lr: 3.75e-04
2022-08-25 22:52:32,255 INFO [train.py:927] (4/8) Epoch 10, batch 850, giga_loss[loss=0.1915, simple_loss=0.2886, pruned_loss=0.04723, over 12224.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03874, over 28.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2957, pruned_loss=0.06149, over 2436760.14 frames. utt_duration=559 frames, utt_pad_proportion=0.07027, over 17484.41 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2935, pruned_loss=0.05868, over 831764.67 frames. utt_duration=1079 frames, utt_pad_proportion=0.1095, over 3086.76 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2953, pruned_loss=0.06163, over 2419765.09 frames. utt_duration=530.1 frames, utt_pad_proportion=0.0693, over 18311.02 utterances.], batch size: 28, lr: 3.75e-04
2022-08-25 22:54:14,772 INFO [train.py:927] (4/8) Epoch 10, batch 900, giga_loss[loss=0.2457, simple_loss=0.3127, pruned_loss=0.08937, over 12426.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03296, over 80.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2965, pruned_loss=0.06165, over 2444926.81 frames. utt_duration=558 frames, utt_pad_proportion=0.07374, over 17574.79 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2927, pruned_loss=0.05813, over 864163.48 frames. utt_duration=1092 frames, utt_pad_proportion=0.1058, over 3170.41 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2964, pruned_loss=0.06197, over 2431023.03 frames. utt_duration=529.9 frames, utt_pad_proportion=0.07309, over 18403.25 utterances.], batch size: 80, lr: 3.75e-04
2022-08-25 22:55:56,828 INFO [train.py:927] (4/8) Epoch 10, batch 950, giga_loss[loss=0.2849, simple_loss=0.3391, pruned_loss=0.1154, over 12401.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1097, over 260.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2997, pruned_loss=0.06443, over 2451384.00 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06938, over 17691.39 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2937, pruned_loss=0.05803, over 896191.28 frames. utt_duration=1092 frames, utt_pad_proportion=0.1034, over 3288.13 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2995, pruned_loss=0.06482, over 2439819.36 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06909, over 18498.68 utterances.], batch size: 260, lr: 3.75e-04
2022-08-25 22:57:39,551 INFO [train.py:927] (4/8) Epoch 10, batch 1000, giga_loss[loss=0.2241, simple_loss=0.309, pruned_loss=0.06959, over 12434.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04146, over 146.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3005, pruned_loss=0.066, over 2456410.75 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06499, over 17611.71 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2942, pruned_loss=0.05829, over 911955.19 frames. utt_duration=1087 frames, utt_pad_proportion=0.103, over 3360.01 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3001, pruned_loss=0.06628, over 2447114.45 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06482, over 18308.18 utterances.], batch size: 146, lr: 3.75e-04
2022-08-25 22:59:23,685 INFO [train.py:927] (4/8) Epoch 10, batch 1050, giga_loss[loss=0.212, simple_loss=0.2967, pruned_loss=0.06364, over 12451.00 frames. utt_duration=542.9 frames, utt_pad_proportion=0.03218, over 92.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3002, pruned_loss=0.06641, over 2460176.46 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06969, over 17764.09 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2945, pruned_loss=0.05848, over 950659.41 frames. utt_duration=1079 frames, utt_pad_proportion=0.1082, over 3528.24 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3, pruned_loss=0.06675, over 2452368.62 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06794, over 18493.12 utterances.], batch size: 92, lr: 3.75e-04
2022-08-25 23:01:07,018 INFO [train.py:927] (4/8) Epoch 10, batch 1100, giga_loss[loss=0.2051, simple_loss=0.2799, pruned_loss=0.06518, over 12481.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03461, over 43.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2979, pruned_loss=0.06497, over 2463388.92 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06685, over 17413.06 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2934, pruned_loss=0.05803, over 988227.33 frames. utt_duration=1101 frames, utt_pad_proportion=0.1042, over 3596.41 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2982, pruned_loss=0.06555, over 2457012.61 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06593, over 18245.37 utterances.], batch size: 43, lr: 3.75e-04
2022-08-25 23:02:51,605 INFO [train.py:927] (4/8) Epoch 10, batch 1150, giga_loss[loss=0.1783, simple_loss=0.2623, pruned_loss=0.04717, over 12378.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05984, over 182.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2929, pruned_loss=0.06289, over 2465973.50 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06784, over 18446.58 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2924, pruned_loss=0.05767, over 1025035.98 frames. utt_duration=1115 frames, utt_pad_proportion=0.1003, over 3682.63 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2936, pruned_loss=0.06361, over 2460637.77 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06752, over 19365.80 utterances.], batch size: 182, lr: 3.75e-04
2022-08-25 23:04:35,530 INFO [train.py:927] (4/8) Epoch 10, batch 1200, giga_loss[loss=0.1969, simple_loss=0.2834, pruned_loss=0.05522, over 12444.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03298, over 86.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2899, pruned_loss=0.06242, over 2468177.82 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07306, over 19852.42 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2914, pruned_loss=0.05741, over 1053815.88 frames. utt_duration=1130 frames, utt_pad_proportion=0.09715, over 3735.55 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2907, pruned_loss=0.06319, over 2463798.49 frames. utt_duration=475 frames, utt_pad_proportion=0.07295, over 20812.59 utterances.], batch size: 86, lr: 3.74e-04
2022-08-25 23:06:17,075 INFO [train.py:927] (4/8) Epoch 10, batch 1250, giga_loss[loss=0.2176, simple_loss=0.2865, pruned_loss=0.07435, over 12255.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.02887, over 39.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2889, pruned_loss=0.06176, over 2468708.85 frames. utt_duration=517.9 frames, utt_pad_proportion=0.07021, over 19120.88 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2905, pruned_loss=0.05709, over 1088429.81 frames. utt_duration=1146 frames, utt_pad_proportion=0.09333, over 3804.49 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2899, pruned_loss=0.06261, over 2465585.96 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07069, over 20176.46 utterances.], batch size: 39, lr: 3.74e-04
2022-08-25 23:07:57,335 INFO [train.py:927] (4/8) Epoch 10, batch 1300, giga_loss[loss=0.1932, simple_loss=0.2754, pruned_loss=0.05549, over 12380.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.02978, over 62.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.286, pruned_loss=0.06046, over 2470260.37 frames. utt_duration=551.9 frames, utt_pad_proportion=0.0645, over 17952.35 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2892, pruned_loss=0.05662, over 1129531.19 frames. utt_duration=1163 frames, utt_pad_proportion=0.08909, over 3889.23 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2872, pruned_loss=0.06144, over 2467587.41 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06574, over 19127.32 utterances.], batch size: 62, lr: 3.74e-04
2022-08-25 23:09:41,602 INFO [train.py:927] (4/8) Epoch 10, batch 1350, giga_loss[loss=0.1799, simple_loss=0.2641, pruned_loss=0.04779, over 12392.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02673, over 70.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2825, pruned_loss=0.05901, over 2470517.44 frames. utt_duration=589.2 frames, utt_pad_proportion=0.05952, over 16814.14 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2886, pruned_loss=0.05643, over 1182119.81 frames. utt_duration=1179 frames, utt_pad_proportion=0.08457, over 4015.03 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2836, pruned_loss=0.06001, over 2468465.58 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06142, over 18138.73 utterances.], batch size: 70, lr: 3.74e-04
2022-08-25 23:11:22,169 INFO [train.py:927] (4/8) Epoch 10, batch 1400, giga_loss[loss=0.1481, simple_loss=0.2326, pruned_loss=0.03178, over 12218.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03483, over 28.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2806, pruned_loss=0.05838, over 2470233.32 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05849, over 16395.36 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2901, pruned_loss=0.05671, over 1219885.16 frames. utt_duration=1190 frames, utt_pad_proportion=0.08091, over 4105.33 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2806, pruned_loss=0.05911, over 2468937.38 frames. utt_duration=559 frames, utt_pad_proportion=0.0606, over 17714.36 utterances.], batch size: 28, lr: 3.74e-04
2022-08-25 23:13:06,120 INFO [train.py:927] (4/8) Epoch 10, batch 1450, giga_loss[loss=0.1984, simple_loss=0.2742, pruned_loss=0.06135, over 12327.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03218, over 85.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2783, pruned_loss=0.05743, over 2470669.08 frames. utt_duration=629.8 frames, utt_pad_proportion=0.05393, over 15729.22 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2911, pruned_loss=0.05687, over 1244544.84 frames. utt_duration=1195 frames, utt_pad_proportion=0.0784, over 4169.75 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2777, pruned_loss=0.05795, over 2469804.67 frames. utt_duration=584.9 frames, utt_pad_proportion=0.05636, over 16933.83 utterances.], batch size: 85, lr: 3.74e-04
2022-08-25 23:14:46,053 INFO [train.py:927] (4/8) Epoch 10, batch 1500, giga_loss[loss=0.1784, simple_loss=0.2544, pruned_loss=0.05124, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02815, over 48.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2764, pruned_loss=0.05657, over 2471267.02 frames. utt_duration=627.9 frames, utt_pad_proportion=0.05406, over 15780.50 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2898, pruned_loss=0.05621, 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=0.0573, over 2470602.46 frames. utt_duration=582 frames, utt_pad_proportion=0.05657, over 17024.98 utterances.], batch size: 48, lr: 3.74e-04
2022-08-25 23:16:32,096 INFO [train.py:927] (4/8) Epoch 10, batch 1550, giga_loss[loss=0.1907, simple_loss=0.2697, pruned_loss=0.05586, over 12367.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03101, over 62.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2782, pruned_loss=0.05765, over 2472342.94 frames. utt_duration=617.6 frames, utt_pad_proportion=0.05583, over 16050.14 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2899, pruned_loss=0.05621, over 1315985.31 frames. utt_duration=1212 frames, utt_pad_proportion=0.0723, over 4349.02 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2776, pruned_loss=0.05825, over 2471913.93 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05809, over 17234.60 utterances.], batch size: 62, lr: 3.74e-04
2022-08-25 23:18:14,410 INFO [train.py:927] (4/8) Epoch 10, batch 1600, giga_loss[loss=0.2389, simple_loss=0.3194, pruned_loss=0.07922, over 12401.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02571, over 70.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2844, pruned_loss=0.06109, over 2472397.35 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05745, over 16743.00 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2892, pruned_loss=0.05585, over 1344532.58 frames. utt_duration=1218 frames, utt_pad_proportion=0.06994, over 4420.43 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2841, pruned_loss=0.06186, over 2472139.89 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05953, over 17906.05 utterances.], batch size: 70, lr: 3.74e-04
2022-08-25 23:20:00,115 INFO [train.py:927] (4/8) Epoch 10, batch 1650, giga_loss[loss=0.1864, simple_loss=0.2825, pruned_loss=0.04522, over 12313.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02899, over 74.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2897, pruned_loss=0.06363, over 2471720.60 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06431, over 17696.67 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2887, pruned_loss=0.05557, over 1355489.76 frames. utt_duration=1224 frames, utt_pad_proportion=0.06911, over 4436.19 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2896, pruned_loss=0.06441, over 2471761.55 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06564, over 18700.99 utterances.], batch size: 74, lr: 3.74e-04
2022-08-25 23:21:42,199 INFO [train.py:927] (4/8) Epoch 10, batch 1700, giga_loss[loss=0.2767, simple_loss=0.3616, pruned_loss=0.09588, over 12449.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03467, over 98.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2959, pruned_loss=0.06589, over 2472336.44 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06645, over 18277.86 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2898, pruned_loss=0.05607, over 1383040.56 frames. utt_duration=1230 frames, utt_pad_proportion=0.0674, over 4504.56 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2955, pruned_loss=0.06645, 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
2022-08-25 23:23:24,199 INFO [train.py:927] (4/8) Epoch 10, batch 1750, giga_loss[loss=0.1924, simple_loss=0.2849, pruned_loss=0.04996, over 12455.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03089, over 55.00 utterances.], tot_loss[loss=0.214, simple_loss=0.298, pruned_loss=0.06504, over 2473329.33 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06263, over 18055.39 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2906, pruned_loss=0.05637, over 1393999.96 frames. utt_duration=1204 frames, utt_pad_proportion=0.07449, over 4638.06 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2972, pruned_loss=0.06543, over 2473355.71 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06224, over 18873.99 utterances.], batch size: 55, lr: 3.74e-04
2022-08-25 23:25:04,602 INFO [train.py:927] (4/8) Epoch 10, batch 1800, giga_loss[loss=0.1904, simple_loss=0.2778, pruned_loss=0.05152, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03272, over 39.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2965, pruned_loss=0.06303, over 2473214.01 frames. utt_duration=559 frames, utt_pad_proportion=0.05842, over 17745.73 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2914, pruned_loss=0.05665, over 1415204.40 frames. utt_duration=1207 frames, utt_pad_proportion=0.07245, over 4693.88 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2956, pruned_loss=0.06332, over 2473453.24 frames. utt_duration=533.6 frames, utt_pad_proportion=0.05864, over 18594.11 utterances.], batch size: 39, lr: 3.74e-04
2022-08-25 23:26:48,429 INFO [train.py:927] (4/8) Epoch 10, batch 1850, giga_loss[loss=0.244, simple_loss=0.3193, pruned_loss=0.08439, over 12386.00 frames. utt_duration=307.2 frames, utt_pad_proportion=0.05178, over 162.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2977, pruned_loss=0.06374, over 2473341.10 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05847, over 17967.73 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2912, pruned_loss=0.05655, over 1446473.95 frames. utt_duration=1215 frames, utt_pad_proportion=0.06966, over 4769.13 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2973, pruned_loss=0.0642, over 2473582.92 frames. utt_duration=524.2 frames, utt_pad_proportion=0.05913, over 18927.41 utterances.], batch size: 162, lr: 3.74e-04
2022-08-25 23:28:34,542 INFO [train.py:927] (4/8) Epoch 10, batch 1900, giga_loss[loss=0.211, simple_loss=0.2972, pruned_loss=0.06241, over 12354.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02975, over 70.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2991, pruned_loss=0.06488, over 2472987.75 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05925, over 17889.51 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2908, pruned_loss=0.05637, over 1476976.11 frames. utt_duration=1225 frames, utt_pad_proportion=0.06711, over 4830.29 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2992, pruned_loss=0.06552, over 2473134.10 frames. utt_duration=523.6 frames, utt_pad_proportion=0.0602, over 18947.52 utterances.], batch size: 70, lr: 3.74e-04
2022-08-25 23:30:19,434 INFO [train.py:927] (4/8) Epoch 10, batch 1950, giga_loss[loss=0.2457, simple_loss=0.3261, pruned_loss=0.08261, over 12423.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.0487, over 161.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3008, pruned_loss=0.06632, over 2472756.47 frames. utt_duration=564 frames, utt_pad_proportion=0.06071, over 17583.26 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.291, pruned_loss=0.05656, over 1506170.30 frames. utt_duration=1196 frames, utt_pad_proportion=0.07722, over 5042.78 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.301, pruned_loss=0.06699, over 2473158.30 frames. utt_duration=533.6 frames, utt_pad_proportion=0.05872, over 18592.59 utterances.], batch size: 161, lr: 3.74e-04
2022-08-25 23:32:01,621 INFO [train.py:927] (4/8) Epoch 10, batch 2000, libri_loss[loss=0.2112, simple_loss=0.2959, pruned_loss=0.06329, over 12442.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01522, over 40.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3018, pruned_loss=0.06709, over 2474087.83 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06115, over 17633.96 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2914, pruned_loss=0.05684, over 1525526.09 frames. utt_duration=1194 frames, utt_pad_proportion=0.07625, over 5118.45 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3019, pruned_loss=0.06767, over 2474267.56 frames. utt_duration=533.5 frames, utt_pad_proportion=0.05966, over 18604.39 utterances.], batch size: 40, lr: 3.74e-04
2022-08-25 23:33:45,724 INFO [train.py:927] (4/8) Epoch 10, batch 2050, giga_loss[loss=0.2157, simple_loss=0.2994, pruned_loss=0.06599, over 12385.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05213, over 161.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3035, pruned_loss=0.06797, over 2473118.45 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05898, over 17685.16 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2907, pruned_loss=0.05657, over 1544017.78 frames. utt_duration=1202 frames, utt_pad_proportion=0.07491, over 5142.96 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3042, pruned_loss=0.06875, over 2473539.34 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05812, over 18646.07 utterances.], batch size: 161, lr: 3.74e-04
2022-08-25 23:35:28,257 INFO [train.py:927] (4/8) Epoch 10, batch 2100, giga_loss[loss=0.212, simple_loss=0.2965, pruned_loss=0.06375, over 12357.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02834, over 66.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3028, pruned_loss=0.06738, over 2472770.75 frames. utt_duration=572.7 frames, utt_pad_proportion=0.06122, over 17314.92 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2911, pruned_loss=0.05663, over 1576045.78 frames. utt_duration=1195 frames, utt_pad_proportion=0.07386, over 5281.70 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3034, pruned_loss=0.06832, over 2473103.81 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06048, over 18352.17 utterances.], batch size: 66, lr: 3.74e-04
2022-08-25 23:37:08,604 INFO [train.py:927] (4/8) Epoch 10, batch 2150, giga_loss[loss=0.1993, simple_loss=0.2895, pruned_loss=0.05452, over 12339.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03278, over 51.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3016, pruned_loss=0.06732, over 2472842.30 frames. utt_duration=578.3 frames, utt_pad_proportion=0.06314, over 17149.06 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2904, pruned_loss=0.05646, over 1602488.81 frames. utt_duration=1203 frames, utt_pad_proportion=0.07176, over 5336.61 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3028, pruned_loss=0.06847, over 2473229.82 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06291, over 18265.69 utterances.], batch size: 51, lr: 3.74e-04
2022-08-25 23:38:49,079 INFO [train.py:927] (4/8) Epoch 10, batch 2200, giga_loss[loss=0.2038, simple_loss=0.2856, pruned_loss=0.06097, over 12480.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03561, over 37.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3024, pruned_loss=0.06807, over 2473746.52 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05859, over 16565.62 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2904, pruned_loss=0.05641, over 1624311.49 frames. utt_duration=1208 frames, utt_pad_proportion=0.06973, over 5385.60 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3037, pruned_loss=0.06928, over 2473807.49 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05912, over 17674.93 utterances.], batch size: 37, lr: 3.74e-04
2022-08-25 23:40:32,558 INFO [train.py:927] (4/8) Epoch 10, batch 2250, giga_loss[loss=0.2065, simple_loss=0.289, pruned_loss=0.06206, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03856, over 37.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3023, pruned_loss=0.06767, over 2472626.27 frames. utt_duration=599.9 frames, utt_pad_proportion=0.0608, over 16528.06 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2897, pruned_loss=0.05602, over 1632434.11 frames. utt_duration=1213 frames, utt_pad_proportion=0.06907, over 5390.73 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3038, pruned_loss=0.06897, over 2472982.85 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06126, over 17497.11 utterances.], batch size: 37, lr: 3.74e-04
2022-08-25 23:42:16,575 INFO [train.py:927] (4/8) Epoch 10, batch 2300, libri_loss[loss=0.2076, simple_loss=0.2905, pruned_loss=0.06234, over 12245.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004932, over 34.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3019, pruned_loss=0.06765, over 2471825.99 frames. utt_duration=628 frames, utt_pad_proportion=0.05777, over 15782.54 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.289, pruned_loss=0.05573, over 1656944.35 frames. utt_duration=1224 frames, utt_pad_proportion=0.06686, over 5422.63 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3038, pruned_loss=0.06916, over 2472448.17 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05888, over 16818.42 utterances.], batch size: 34, lr: 3.74e-04
2022-08-25 23:43:57,535 INFO [train.py:927] (4/8) Epoch 10, batch 2350, giga_loss[loss=0.2053, simple_loss=0.2916, pruned_loss=0.05947, over 12323.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03434, over 85.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2992, pruned_loss=0.0662, over 2471492.70 frames. utt_duration=641.1 frames, utt_pad_proportion=0.05668, over 15457.14 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2895, pruned_loss=0.05587, over 1684575.69 frames. utt_duration=1234 frames, utt_pad_proportion=0.06435, over 5465.15 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3008, pruned_loss=0.06767, over 2472459.51 frames. utt_duration=597.9 frames, utt_pad_proportion=0.05834, over 16581.34 utterances.], batch size: 85, lr: 3.74e-04
2022-08-25 23:45:38,858 INFO [train.py:927] (4/8) Epoch 10, batch 2400, giga_loss[loss=0.1825, simple_loss=0.2589, pruned_loss=0.05307, over 12101.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03918, over 30.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2974, pruned_loss=0.06566, over 2471180.77 frames. utt_duration=630.7 frames, utt_pad_proportion=0.05957, over 15709.86 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2898, pruned_loss=0.05616, over 1700220.84 frames. utt_duration=1239 frames, utt_pad_proportion=0.06294, over 5496.64 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2987, pruned_loss=0.06682, over 2471920.90 frames. utt_duration=591.9 frames, utt_pad_proportion=0.0611, over 16746.04 utterances.], batch size: 30, lr: 3.74e-04
2022-08-25 23:47:20,602 INFO [train.py:927] (4/8) Epoch 10, batch 2450, giga_loss[loss=0.2174, simple_loss=0.3016, pruned_loss=0.06665, over 12383.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03456, over 80.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2954, pruned_loss=0.06506, over 2471551.88 frames. utt_duration=631.2 frames, utt_pad_proportion=0.06068, over 15698.88 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2904, pruned_loss=0.05643, over 1715572.08 frames. utt_duration=1225 frames, utt_pad_proportion=0.06862, over 5608.17 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2962, pruned_loss=0.06599, over 2472112.85 frames. utt_duration=596.9 frames, utt_pad_proportion=0.06024, over 16607.38 utterances.], batch size: 80, lr: 3.74e-04
2022-08-25 23:49:03,297 INFO [train.py:927] (4/8) Epoch 10, batch 2500, giga_loss[loss=0.2682, simple_loss=0.3347, pruned_loss=0.1009, over 12391.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09974, over 257.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2924, pruned_loss=0.06412, over 2472002.12 frames. utt_duration=624.5 frames, utt_pad_proportion=0.05838, over 15872.22 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2903, pruned_loss=0.05624, over 1730297.20 frames. utt_duration=1226 frames, utt_pad_proportion=0.0675, over 5651.77 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2932, pruned_loss=0.06512, over 2472691.62 frames. utt_duration=592.5 frames, utt_pad_proportion=0.0584, over 16734.91 utterances.], batch size: 257, lr: 3.73e-04
2022-08-25 23:50:46,636 INFO [train.py:927] (4/8) Epoch 10, batch 2550, giga_loss[loss=0.203, simple_loss=0.293, pruned_loss=0.05651, over 12452.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03355, over 86.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2898, pruned_loss=0.0627, over 2471751.23 frames. utt_duration=629.7 frames, utt_pad_proportion=0.05795, over 15739.93 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2897, pruned_loss=0.05602, over 1755835.11 frames. utt_duration=1234 frames, utt_pad_proportion=0.0652, over 5696.49 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2908, pruned_loss=0.06387, over 2472336.61 frames. utt_duration=592.8 frames, utt_pad_proportion=0.05862, over 16725.72 utterances.], batch size: 86, lr: 3.73e-04
2022-08-25 23:52:28,163 INFO [train.py:927] (4/8) Epoch 10, batch 2600, giga_loss[loss=0.2787, simple_loss=0.3429, pruned_loss=0.1072, over 12374.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2914, pruned_loss=0.06321, over 2472238.17 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05798, over 16594.33 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2894, pruned_loss=0.05605, over 1776680.35 frames. utt_duration=1243 frames, utt_pad_proportion=0.06324, over 5726.29 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2924, pruned_loss=0.06432, over 2473046.16 frames. utt_duration=562.6 frames, utt_pad_proportion=0.059, over 17630.58 utterances.], batch size: 257, lr: 3.73e-04
2022-08-25 23:54:07,590 INFO [train.py:927] (4/8) Epoch 10, batch 2650, giga_loss[loss=0.1987, simple_loss=0.2785, pruned_loss=0.05941, over 12485.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03514, over 43.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.292, pruned_loss=0.0624, over 2472693.57 frames. utt_duration=583 frames, utt_pad_proportion=0.06036, over 17007.69 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2897, pruned_loss=0.05602, over 1800242.56 frames. utt_duration=1245 frames, utt_pad_proportion=0.06193, over 5792.96 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2927, pruned_loss=0.06353, over 2473707.12 frames. utt_duration=547 frames, utt_pad_proportion=0.06141, over 18138.45 utterances.], batch size: 43, lr: 3.73e-04
2022-08-25 23:55:50,029 INFO [train.py:927] (4/8) Epoch 10, batch 2700, giga_loss[loss=0.1878, simple_loss=0.2775, pruned_loss=0.04906, over 12342.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2915, pruned_loss=0.06154, over 2473766.45 frames. utt_duration=568 frames, utt_pad_proportion=0.05808, over 17467.26 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2904, pruned_loss=0.05643, over 1823434.28 frames. utt_duration=1243 frames, utt_pad_proportion=0.06069, over 5874.06 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2916, pruned_loss=0.06235, over 2474589.58 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05934, over 18662.93 utterances.], batch size: 97, lr: 3.73e-04
2022-08-25 23:57:36,843 INFO [train.py:927] (4/8) Epoch 10, batch 2750, giga_loss[loss=0.1981, simple_loss=0.2849, pruned_loss=0.05561, over 12456.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03098, over 75.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2913, pruned_loss=0.06157, over 2473782.60 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05969, over 17393.94 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2905, pruned_loss=0.05648, over 1842447.30 frames. utt_duration=1249 frames, utt_pad_proportion=0.05883, over 5907.39 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2914, pruned_loss=0.06233, over 2474675.15 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06112, over 18636.95 utterances.], batch size: 75, lr: 3.73e-04
2022-08-25 23:59:20,003 INFO [train.py:927] (4/8) Epoch 10, batch 2800, giga_loss[loss=0.1989, simple_loss=0.2885, pruned_loss=0.05463, over 12427.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03247, over 75.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2936, pruned_loss=0.06307, over 2473127.67 frames. utt_duration=581.8 frames, utt_pad_proportion=0.05992, over 17047.25 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2906, pruned_loss=0.05661, over 1857881.99 frames. utt_duration=1254 frames, utt_pad_proportion=0.05745, over 5933.37 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2936, pruned_loss=0.06371, over 2474015.24 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06147, over 18267.99 utterances.], batch size: 75, lr: 3.73e-04
2022-08-26 00:01:01,056 INFO [train.py:927] (4/8) Epoch 10, batch 2850, giga_loss[loss=0.2071, simple_loss=0.303, pruned_loss=0.05559, over 12379.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.03352, over 104.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2954, pruned_loss=0.06309, over 2473031.79 frames. utt_duration=591.4 frames, utt_pad_proportion=0.05828, over 16769.76 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2911, pruned_loss=0.05667, over 1870176.86 frames. utt_duration=1259 frames, utt_pad_proportion=0.05631, over 5948.57 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2951, pruned_loss=0.06368, over 2473655.73 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06002, over 17924.90 utterances.], batch size: 104, lr: 3.73e-04
2022-08-26 00:02:41,721 INFO [train.py:927] (4/8) Epoch 10, batch 2900, giga_loss[loss=0.2128, simple_loss=0.3033, pruned_loss=0.06117, over 12421.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03648, over 113.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2965, pruned_loss=0.06289, over 2474443.13 frames. utt_duration=607.4 frames, utt_pad_proportion=0.05411, over 16337.23 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2915, pruned_loss=0.05693, over 1885480.47 frames. utt_duration=1255 frames, utt_pad_proportion=0.05639, over 6017.83 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2961, pruned_loss=0.06332, over 2474611.27 frames. utt_duration=569 frames, utt_pad_proportion=0.05577, over 17441.44 utterances.], batch size: 113, lr: 3.73e-04
2022-08-26 00:04:25,803 INFO [train.py:927] (4/8) Epoch 10, batch 2950, libri_loss[loss=0.2193, simple_loss=0.3157, pruned_loss=0.06149, over 12385.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009823, over 38.00 utterances.], tot_loss[loss=0.21, simple_loss=0.295, pruned_loss=0.06247, over 2473712.13 frames. utt_duration=617.1 frames, utt_pad_proportion=0.05077, over 16073.77 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2914, pruned_loss=0.05683, over 1891226.65 frames. utt_duration=1258 frames, utt_pad_proportion=0.05595, over 6022.67 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2948, pruned_loss=0.06293, over 2473949.05 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05241, over 17031.76 utterances.], batch size: 38, lr: 3.73e-04
2022-08-26 00:06:05,369 INFO [train.py:927] (4/8) Epoch 10, batch 3000, giga_loss[loss=0.1702, simple_loss=0.2548, pruned_loss=0.04277, over 12157.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.03694, over 28.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2929, pruned_loss=0.06193, over 2473227.39 frames. utt_duration=616.3 frames, utt_pad_proportion=0.04948, over 16092.15 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2913, pruned_loss=0.05703, over 1908383.49 frames. utt_duration=1249 frames, utt_pad_proportion=0.06014, over 6118.90 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2929, pruned_loss=0.06229, over 2473502.77 frames. utt_duration=582.4 frames, utt_pad_proportion=0.04934, over 17032.20 utterances.], batch size: 28, lr: 3.73e-04
2022-08-26 00:06:05,371 INFO [train.py:958] (4/8) Computing validation loss
2022-08-26 00:06:20,097 INFO [train.py:967] (4/8) Epoch 10, validation: loss=0.1848, simple_loss=0.292, pruned_loss=0.03879, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 00:07:58,833 INFO [train.py:927] (4/8) Epoch 10, batch 3050, giga_loss[loss=0.2177, simple_loss=0.3095, pruned_loss=0.06298, over 12383.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03792, over 113.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2933, pruned_loss=0.06146, over 2473044.46 frames. utt_duration=598 frames, utt_pad_proportion=0.05298, over 16583.02 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2916, pruned_loss=0.05704, over 1919652.36 frames. utt_duration=1248 frames, utt_pad_proportion=0.05926, over 6162.13 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2931, pruned_loss=0.06182, over 2473195.63 frames. utt_duration=567.5 frames, utt_pad_proportion=0.05295, over 17480.15 utterances.], batch size: 113, lr: 3.73e-04
2022-08-26 00:09:38,636 INFO [train.py:927] (4/8) Epoch 10, batch 3100, giga_loss[loss=0.2188, simple_loss=0.3007, pruned_loss=0.0684, over 12374.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03175, over 104.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2942, pruned_loss=0.0619, over 2472676.97 frames. utt_duration=580 frames, utt_pad_proportion=0.05415, over 17096.46 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2912, pruned_loss=0.05687, over 1935678.82 frames. utt_duration=1255 frames, utt_pad_proportion=0.05781, over 6175.11 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2944, pruned_loss=0.06242, over 2473116.55 frames. utt_duration=548.8 frames, utt_pad_proportion=0.05443, over 18075.23 utterances.], batch size: 104, lr: 3.73e-04
2022-08-26 00:11:19,191 INFO [train.py:927] (4/8) Epoch 10, batch 3150, giga_loss[loss=0.2022, simple_loss=0.2844, pruned_loss=0.06006, over 12311.00 frames. utt_duration=795.9 frames, utt_pad_proportion=0.03181, over 62.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2926, pruned_loss=0.06244, over 2472804.93 frames. utt_duration=562.8 frames, utt_pad_proportion=0.05859, over 17623.06 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2902, pruned_loss=0.05667, over 1949257.78 frames. utt_duration=1266 frames, utt_pad_proportion=0.05665, over 6166.82 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2935, pruned_loss=0.06312, over 2472907.74 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05893, over 18671.82 utterances.], batch size: 62, lr: 3.73e-04
2022-08-26 00:12:57,938 INFO [train.py:927] (4/8) Epoch 10, batch 3200, giga_loss[loss=0.1835, simple_loss=0.2576, pruned_loss=0.05471, over 12165.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03221, over 36.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2912, pruned_loss=0.06279, over 2472595.72 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05935, over 17712.97 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2905, pruned_loss=0.05698, over 1964825.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.05546, over 6207.22 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2917, pruned_loss=0.06328, over 2472617.47 frames. utt_duration=527.3 frames, utt_pad_proportion=0.05993, over 18809.01 utterances.], batch size: 36, lr: 3.73e-04
2022-08-26 00:14:37,497 INFO [train.py:927] (4/8) Epoch 10, batch 3250, giga_loss[loss=0.1667, simple_loss=0.2536, pruned_loss=0.03988, over 12387.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02677, over 70.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2893, pruned_loss=0.06194, over 2473258.56 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05665, over 17419.26 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2906, pruned_loss=0.05699, over 1979640.99 frames. utt_duration=1276 frames, utt_pad_proportion=0.05434, over 6212.81 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2897, pruned_loss=0.06248, over 2473478.43 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05762, over 18600.49 utterances.], batch size: 70, lr: 3.73e-04
2022-08-26 00:16:15,463 INFO [train.py:927] (4/8) Epoch 10, batch 3300, giga_loss[loss=0.1951, simple_loss=0.276, pruned_loss=0.05709, over 12376.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02771, over 70.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2857, pruned_loss=0.06, over 2473682.81 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05286, over 16748.94 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2904, pruned_loss=0.05668, over 1999048.93 frames. utt_duration=1284 frames, utt_pad_proportion=0.05241, over 6233.03 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2861, pruned_loss=0.06079, over 2473864.86 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05452, over 18075.96 utterances.], batch size: 70, lr: 3.73e-04
2022-08-26 00:17:57,609 INFO [train.py:927] (4/8) Epoch 10, batch 3350, giga_loss[loss=0.2014, simple_loss=0.2897, pruned_loss=0.05659, over 12459.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03513, over 86.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2866, pruned_loss=0.06038, over 2473123.64 frames. utt_duration=587.9 frames, utt_pad_proportion=0.05494, over 16869.42 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2899, pruned_loss=0.05644, over 2021626.45 frames. utt_duration=1296 frames, utt_pad_proportion=0.05022, over 6248.10 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.287, pruned_loss=0.06137, over 2473816.13 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05685, over 18413.98 utterances.], batch size: 86, lr: 3.73e-04
2022-08-26 00:19:36,507 INFO [train.py:927] (4/8) Epoch 10, batch 3400, giga_loss[loss=0.1834, simple_loss=0.2657, pruned_loss=0.0505, over 12452.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.04039, over 26.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2882, pruned_loss=0.06071, over 2472926.25 frames. utt_duration=607.8 frames, utt_pad_proportion=0.05231, over 16315.27 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2902, pruned_loss=0.05647, over 2033007.21 frames. utt_duration=1298 frames, utt_pad_proportion=0.04898, over 6272.62 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2883, pruned_loss=0.06158, over 2473294.67 frames. utt_duration=558.8 frames, utt_pad_proportion=0.0545, over 17753.48 utterances.], batch size: 26, lr: 3.73e-04
2022-08-26 00:21:17,886 INFO [train.py:927] (4/8) Epoch 10, batch 3450, giga_loss[loss=0.1956, simple_loss=0.2856, pruned_loss=0.05283, over 12481.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03109, over 43.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2912, pruned_loss=0.06201, over 2474064.78 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05406, over 17213.19 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.29, pruned_loss=0.05645, over 2037303.63 frames. utt_duration=1301 frames, utt_pad_proportion=0.04858, over 6271.90 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2914, pruned_loss=0.06275, over 2474450.76 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05575, over 18440.20 utterances.], batch size: 43, lr: 3.73e-04
2022-08-26 00:23:03,352 INFO [train.py:927] (4/8) Epoch 10, batch 3500, giga_loss[loss=0.3399, simple_loss=0.3827, pruned_loss=0.1485, over 12373.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09845, over 256.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2955, pruned_loss=0.06509, over 2473836.91 frames. utt_duration=565.7 frames, utt_pad_proportion=0.05775, over 17537.90 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.29, pruned_loss=0.0565, over 2045786.03 frames. utt_duration=1306 frames, utt_pad_proportion=0.04777, over 6272.41 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2957, pruned_loss=0.06576, over 2474323.91 frames. utt_duration=530.3 frames, utt_pad_proportion=0.05912, over 18714.90 utterances.], batch size: 256, lr: 3.73e-04
2022-08-26 00:24:43,418 INFO [train.py:927] (4/8) Epoch 10, batch 3550, giga_loss[loss=0.2796, simple_loss=0.34, pruned_loss=0.1096, over 12348.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.196, over 365.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3032, pruned_loss=0.07013, over 2473974.96 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06709, over 18969.31 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2901, pruned_loss=0.05656, over 2056221.20 frames. utt_duration=1309 frames, utt_pad_proportion=0.04667, over 6289.38 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3035, pruned_loss=0.07089, over 2474526.10 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06803, over 20163.07 utterances.], batch size: 365, lr: 3.73e-04
2022-08-26 00:26:24,467 INFO [train.py:927] (4/8) Epoch 10, batch 3600, giga_loss[loss=0.2382, simple_loss=0.327, pruned_loss=0.0747, over 12323.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03564, over 62.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3103, pruned_loss=0.07586, over 2474383.31 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07503, over 20001.79 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2903, pruned_loss=0.05665, over 2060598.97 frames. utt_duration=1310 frames, utt_pad_proportion=0.04621, over 6300.46 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3106, pruned_loss=0.07651, over 2474640.51 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07555, over 21042.53 utterances.], batch size: 62, lr: 3.73e-04
2022-08-26 00:28:07,933 INFO [train.py:927] (4/8) Epoch 10, batch 3650, giga_loss[loss=0.2329, simple_loss=0.3073, pruned_loss=0.07919, over 12369.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03091, over 51.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3151, pruned_loss=0.07953, over 2474021.32 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07658, over 20430.28 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2904, pruned_loss=0.05668, over 2066749.42 frames. utt_duration=1309 frames, utt_pad_proportion=0.04569, over 6320.93 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3155, pruned_loss=0.08031, over 2474231.66 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0772, over 21420.71 utterances.], batch size: 51, lr: 3.73e-04
2022-08-26 00:29:50,583 INFO [train.py:927] (4/8) Epoch 10, batch 3700, giga_loss[loss=0.2029, simple_loss=0.2837, pruned_loss=0.06109, over 12389.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04756, over 31.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3181, pruned_loss=0.0822, over 2473680.45 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07554, over 20161.20 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2911, pruned_loss=0.05716, over 2089999.52 frames. utt_duration=1319 frames, utt_pad_proportion=0.04335, over 6345.87 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3194, pruned_loss=0.08377, over 2474351.10 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07725, over 21718.24 utterances.], batch size: 31, lr: 3.73e-04
2022-08-26 00:31:41,056 INFO [train.py:927] (4/8) Epoch 10, batch 3750, giga_loss[loss=0.3539, simple_loss=0.389, pruned_loss=0.1595, over 12436.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.04877, over 162.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3226, pruned_loss=0.0859, over 2473550.77 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07368, over 20595.31 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2909, pruned_loss=0.05708, over 2093761.87 frames. utt_duration=1321 frames, utt_pad_proportion=0.04296, over 6348.40 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.324, pruned_loss=0.08745, over 2474135.16 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07531, over 21942.95 utterances.], batch size: 162, lr: 3.72e-04
2022-08-26 00:33:26,880 INFO [train.py:927] (4/8) Epoch 10, batch 3800, giga_loss[loss=0.2589, simple_loss=0.3316, pruned_loss=0.09311, over 12378.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02653, over 85.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3248, pruned_loss=0.08861, over 2473643.38 frames. utt_duration=466 frames, utt_pad_proportion=0.07874, over 21300.57 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2909, pruned_loss=0.0571, over 2101227.25 frames. utt_duration=1323 frames, utt_pad_proportion=0.04218, over 6360.36 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3265, pruned_loss=0.09035, over 2474173.47 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08015, over 22621.56 utterances.], batch size: 85, lr: 3.72e-04
2022-08-26 00:35:08,958 INFO [train.py:927] (4/8) Epoch 10, batch 3850, giga_loss[loss=0.2555, simple_loss=0.3357, pruned_loss=0.08763, over 12394.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03715, over 37.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3256, pruned_loss=0.08851, over 2474414.08 frames. utt_duration=472 frames, utt_pad_proportion=0.08015, over 21032.17 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.05722, over 2116220.35 frames. utt_duration=1322 frames, utt_pad_proportion=0.04072, over 6410.01 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3279, pruned_loss=0.09098, over 2474522.84 frames. utt_duration=439.4 frames, utt_pad_proportion=0.08203, over 22600.55 utterances.], batch size: 37, lr: 3.72e-04
2022-08-26 00:36:55,384 INFO [train.py:927] (4/8) Epoch 10, batch 3900, giga_loss[loss=0.235, simple_loss=0.3204, pruned_loss=0.0748, over 12469.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.0296, over 75.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3275, pruned_loss=0.08975, over 2474160.08 frames. utt_duration=459.8 frames, utt_pad_proportion=0.08109, over 21593.90 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2911, pruned_loss=0.05723, over 2124519.91 frames. utt_duration=1327 frames, utt_pad_proportion=0.04009, over 6408.82 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3303, pruned_loss=0.09241, over 2474745.98 frames. utt_duration=428.5 frames, utt_pad_proportion=0.08286, over 23177.87 utterances.], batch size: 75, lr: 3.72e-04
2022-08-26 00:38:41,198 INFO [train.py:927] (4/8) Epoch 10, batch 3950, giga_loss[loss=0.2538, simple_loss=0.3339, pruned_loss=0.08685, over 12387.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03442, over 122.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3254, pruned_loss=0.08719, over 2474142.81 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07824, over 21283.72 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.291, pruned_loss=0.05731, over 2134649.48 frames. utt_duration=1330 frames, utt_pad_proportion=0.03946, over 6425.18 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3286, pruned_loss=0.09009, over 2474836.23 frames. utt_duration=433.2 frames, utt_pad_proportion=0.08034, over 22928.32 utterances.], batch size: 122, lr: 3.72e-04
2022-08-26 00:40:27,156 INFO [train.py:927] (4/8) Epoch 10, batch 4000, giga_loss[loss=0.2186, simple_loss=0.3017, pruned_loss=0.0678, over 12367.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04166, over 113.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3231, pruned_loss=0.08481, over 2474544.62 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07697, over 21135.34 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2915, pruned_loss=0.05765, over 2146491.49 frames. utt_duration=1333 frames, utt_pad_proportion=0.03834, over 6448.96 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3264, pruned_loss=0.0878, over 2474980.26 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07934, over 22908.91 utterances.], batch size: 113, lr: 3.72e-04
2022-08-26 00:42:13,259 INFO [train.py:927] (4/8) Epoch 10, batch 4050, giga_loss[loss=0.2328, simple_loss=0.3287, pruned_loss=0.06841, over 12384.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02765, over 70.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3212, pruned_loss=0.08379, over 2475176.77 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08017, over 21843.67 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2916, pruned_loss=0.05775, over 2151317.99 frames. utt_duration=1335 frames, utt_pad_proportion=0.03786, over 6454.19 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3242, pruned_loss=0.08642, over 2475585.91 frames. utt_duration=423.9 frames, utt_pad_proportion=0.08209, over 23439.92 utterances.], batch size: 70, lr: 3.72e-04
2022-08-26 00:44:02,919 INFO [train.py:927] (4/8) Epoch 10, batch 4100, giga_loss[loss=0.2163, simple_loss=0.3038, pruned_loss=0.06438, over 12345.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03304, over 51.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3202, pruned_loss=0.08309, over 2473863.95 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07851, over 21221.70 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2913, pruned_loss=0.05763, over 2161858.92 frames. utt_duration=1331 frames, utt_pad_proportion=0.03821, over 6505.09 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3236, pruned_loss=0.08607, over 2474746.80 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08053, over 22921.35 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 00:45:53,691 INFO [train.py:927] (4/8) Epoch 10, batch 4150, giga_loss[loss=0.2597, simple_loss=0.3468, pruned_loss=0.08629, over 12395.00 frames. utt_duration=973.7 frames, utt_pad_proportion=0.02925, over 51.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3202, pruned_loss=0.08153, over 2474037.19 frames. utt_duration=472.1 frames, utt_pad_proportion=0.08016, over 21026.61 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2918, pruned_loss=0.05786, over 2166702.66 frames. utt_duration=1311 frames, utt_pad_proportion=0.04334, over 6615.95 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3229, pruned_loss=0.08404, over 2474568.08 frames. utt_duration=442.1 frames, utt_pad_proportion=0.08062, over 22464.29 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 00:47:39,354 INFO [train.py:927] (4/8) Epoch 10, batch 4200, giga_loss[loss=0.2566, simple_loss=0.318, pruned_loss=0.09762, over 12341.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2006, over 367.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3214, pruned_loss=0.08134, over 2474452.07 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07762, over 21162.54 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2921, pruned_loss=0.05798, over 2174365.30 frames. utt_duration=1311 frames, utt_pad_proportion=0.0427, over 6641.34 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.324, pruned_loss=0.08375, over 2474839.94 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07853, over 22592.71 utterances.], batch size: 367, lr: 3.72e-04
2022-08-26 00:49:24,842 INFO [train.py:927] (4/8) Epoch 10, batch 4250, giga_loss[loss=0.2196, simple_loss=0.3049, pruned_loss=0.06711, over 12345.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03105, over 85.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3198, pruned_loss=0.08078, over 2474419.02 frames. utt_duration=481.8 frames, utt_pad_proportion=0.072, over 20605.26 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2918, pruned_loss=0.05781, over 2180185.67 frames. utt_duration=1316 frames, utt_pad_proportion=0.0422, over 6633.54 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3226, pruned_loss=0.08326, over 2474847.61 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07336, over 22013.06 utterances.], batch size: 85, lr: 3.72e-04
2022-08-26 00:51:09,996 INFO [train.py:927] (4/8) Epoch 10, batch 4300, giga_loss[loss=0.2257, simple_loss=0.307, pruned_loss=0.07224, over 12428.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05634, over 182.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3178, pruned_loss=0.08052, over 2474947.98 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07184, over 20377.44 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2917, pruned_loss=0.05768, over 2184613.52 frames. utt_duration=1316 frames, utt_pad_proportion=0.04165, over 6646.95 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3204, pruned_loss=0.08284, over 2475260.14 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07319, over 21645.49 utterances.], batch size: 182, lr: 3.72e-04
2022-08-26 00:52:58,441 INFO [train.py:927] (4/8) Epoch 10, batch 4350, giga_loss[loss=0.2821, simple_loss=0.3513, pruned_loss=0.1064, over 12374.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05299, over 161.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3176, pruned_loss=0.07934, over 2475472.00 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07384, over 20291.90 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2919, pruned_loss=0.05778, over 2190343.87 frames. utt_duration=1312 frames, utt_pad_proportion=0.04177, over 6683.75 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.32, pruned_loss=0.08151, over 2475747.65 frames. utt_duration=461.8 frames, utt_pad_proportion=0.075, over 21509.94 utterances.], batch size: 161, lr: 3.72e-04
2022-08-26 00:54:46,717 INFO [train.py:927] (4/8) Epoch 10, batch 4400, giga_loss[loss=0.2598, simple_loss=0.3337, pruned_loss=0.093, over 12408.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03923, over 133.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3172, pruned_loss=0.07929, over 2474849.33 frames. utt_duration=485.3 frames, utt_pad_proportion=0.0737, over 20458.33 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2917, pruned_loss=0.05756, over 2192864.52 frames. utt_duration=1315 frames, utt_pad_proportion=0.04146, over 6676.92 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3195, pruned_loss=0.08136, over 2475351.78 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07478, over 21543.19 utterances.], batch size: 133, lr: 3.72e-04
2022-08-26 00:56:31,033 INFO [train.py:927] (4/8) Epoch 10, batch 4450, giga_loss[loss=0.2061, simple_loss=0.2951, pruned_loss=0.05857, over 12119.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04462, over 33.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.315, pruned_loss=0.07885, over 2473919.82 frames. utt_duration=478.2 frames, utt_pad_proportion=0.08004, over 20754.55 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2921, pruned_loss=0.05782, over 2199476.42 frames. utt_duration=1311 frames, utt_pad_proportion=0.04178, over 6718.75 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.317, pruned_loss=0.08077, over 2474646.80 frames. utt_duration=453.8 frames, utt_pad_proportion=0.08078, over 21882.48 utterances.], batch size: 33, lr: 3.72e-04
2022-08-26 00:58:16,478 INFO [train.py:927] (4/8) Epoch 10, batch 4500, giga_loss[loss=0.1799, simple_loss=0.2681, pruned_loss=0.04587, over 12408.00 frames. utt_duration=801.7 frames, utt_pad_proportion=0.02829, over 62.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3135, pruned_loss=0.07867, over 2473237.48 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07692, over 20360.22 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2919, pruned_loss=0.05766, over 2204810.54 frames. utt_duration=1313 frames, utt_pad_proportion=0.04115, over 6723.44 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3156, pruned_loss=0.08069, over 2473897.48 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07805, over 21493.54 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 01:00:03,296 INFO [train.py:927] (4/8) Epoch 10, batch 4550, giga_loss[loss=0.2476, simple_loss=0.3087, pruned_loss=0.09321, over 12352.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2019, over 368.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3128, pruned_loss=0.07839, over 2473441.37 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07577, over 20455.72 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2919, pruned_loss=0.05758, over 2208439.69 frames. utt_duration=1316 frames, utt_pad_proportion=0.04064, over 6721.60 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3147, pruned_loss=0.08034, over 2474327.90 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07699, over 21545.15 utterances.], batch size: 368, lr: 3.72e-04
2022-08-26 01:01:47,641 INFO [train.py:927] (4/8) Epoch 10, batch 4600, giga_loss[loss=0.1977, simple_loss=0.2907, pruned_loss=0.05239, over 12440.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03198, over 75.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3133, pruned_loss=0.07844, over 2474298.08 frames. utt_duration=475 frames, utt_pad_proportion=0.07725, over 20899.12 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2922, pruned_loss=0.05766, over 2216099.89 frames. utt_duration=1309 frames, utt_pad_proportion=0.04116, over 6777.37 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3152, pruned_loss=0.08049, over 2475178.01 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07833, over 22095.23 utterances.], batch size: 75, lr: 3.72e-04
2022-08-26 01:03:31,515 INFO [train.py:927] (4/8) Epoch 10, batch 4650, giga_loss[loss=0.2475, simple_loss=0.327, pruned_loss=0.08399, over 12422.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06193, over 183.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3127, pruned_loss=0.07749, over 2474799.86 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07489, over 20693.50 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2921, pruned_loss=0.05772, over 2220984.52 frames. utt_duration=1313 frames, utt_pad_proportion=0.04049, over 6771.90 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3146, pruned_loss=0.07943, over 2475700.25 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07623, over 21890.13 utterances.], batch size: 183, lr: 3.72e-04
2022-08-26 01:05:18,800 INFO [train.py:927] (4/8) Epoch 10, batch 4700, giga_loss[loss=0.2633, simple_loss=0.3318, pruned_loss=0.09737, over 12413.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06204, over 183.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3153, pruned_loss=0.07991, over 2474762.39 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07889, over 21422.27 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2927, pruned_loss=0.05803, over 2225767.73 frames. utt_duration=1293 frames, utt_pad_proportion=0.04638, over 6896.03 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3166, pruned_loss=0.08154, over 2475709.54 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07841, over 22517.36 utterances.], batch size: 183, lr: 3.72e-04
2022-08-26 01:07:08,845 INFO [train.py:927] (4/8) Epoch 10, batch 4750, giga_loss[loss=0.3182, simple_loss=0.3607, pruned_loss=0.1378, over 12387.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.108, over 259.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3167, pruned_loss=0.08202, over 2475548.42 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07799, over 21492.37 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2928, pruned_loss=0.05798, over 2232067.85 frames. utt_duration=1297 frames, utt_pad_proportion=0.04541, over 6890.73 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3182, pruned_loss=0.08384, over 2476177.15 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07808, over 22675.97 utterances.], batch size: 259, lr: 3.72e-04
2022-08-26 01:08:54,065 INFO [train.py:927] (4/8) Epoch 10, batch 4800, giga_loss[loss=0.2142, simple_loss=0.293, pruned_loss=0.06765, over 12431.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04869, over 34.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3173, pruned_loss=0.0828, over 2475425.57 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07956, over 21609.51 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2928, pruned_loss=0.05801, over 2237894.78 frames. utt_duration=1283 frames, utt_pad_proportion=0.05009, over 6985.88 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.319, pruned_loss=0.08477, over 2476130.06 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07854, over 22788.10 utterances.], batch size: 34, lr: 3.72e-04
2022-08-26 01:10:37,200 INFO [train.py:927] (4/8) Epoch 10, batch 4850, giga_loss[loss=0.2142, simple_loss=0.3035, pruned_loss=0.06243, over 12376.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.03025, over 51.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3169, pruned_loss=0.08169, over 2474438.97 frames. utt_duration=460.4 frames, utt_pad_proportion=0.08318, over 21566.46 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05816, over 2243337.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.05335, over 7071.88 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3186, pruned_loss=0.08369, over 2475405.89 frames. utt_duration=436.5 frames, utt_pad_proportion=0.08158, over 22762.06 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 01:12:22,288 INFO [train.py:927] (4/8) Epoch 10, batch 4900, giga_loss[loss=0.224, simple_loss=0.3011, pruned_loss=0.07347, over 12469.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02674, over 55.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3146, pruned_loss=0.0796, over 2474408.02 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07577, over 20266.79 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2931, pruned_loss=0.05815, over 2246289.68 frames. utt_duration=1274 frames, utt_pad_proportion=0.05287, over 7058.84 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3163, pruned_loss=0.08149, over 2475616.03 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07502, over 21412.62 utterances.], batch size: 55, lr: 3.72e-04
2022-08-26 01:14:07,062 INFO [train.py:927] (4/8) Epoch 10, batch 4950, giga_loss[loss=0.2348, simple_loss=0.3172, pruned_loss=0.07617, over 12429.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03645, over 98.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3147, pruned_loss=0.0806, over 2475135.61 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07455, over 20340.83 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2932, pruned_loss=0.05832, over 2252970.23 frames. utt_duration=1278 frames, utt_pad_proportion=0.05159, over 7060.19 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3165, pruned_loss=0.08257, over 2476163.91 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07462, over 21628.31 utterances.], batch size: 98, lr: 3.72e-04
2022-08-26 01:15:54,443 INFO [train.py:927] (4/8) Epoch 10, batch 5000, libri_loss[loss=0.1651, simple_loss=0.2463, pruned_loss=0.04196, over 12286.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009986, over 28.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3165, pruned_loss=0.08037, over 2474777.96 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07175, over 19740.94 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05826, over 2256853.44 frames. utt_duration=1282 frames, utt_pad_proportion=0.05076, over 7051.99 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3184, pruned_loss=0.08241, over 2476090.28 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07233, over 21015.50 utterances.], batch size: 28, lr: 3.72e-04
2022-08-26 01:17:37,452 INFO [train.py:927] (4/8) Epoch 10, batch 5050, giga_loss[loss=0.1997, simple_loss=0.2812, pruned_loss=0.05912, over 12442.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.04154, over 26.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3189, pruned_loss=0.08031, over 2474456.70 frames. utt_duration=502.6 frames, utt_pad_proportion=0.06914, over 19752.20 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2935, pruned_loss=0.05832, over 2262715.67 frames. utt_duration=1284 frames, utt_pad_proportion=0.0496, over 7057.46 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3208, pruned_loss=0.08248, over 2476012.61 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07029, over 21111.34 utterances.], batch size: 26, lr: 3.71e-04
2022-08-26 01:19:20,066 INFO [train.py:927] (4/8) Epoch 10, batch 5100, giga_loss[loss=0.2117, simple_loss=0.3016, pruned_loss=0.06083, over 12430.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04784, over 34.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.319, pruned_loss=0.08032, over 2474501.85 frames. utt_duration=518.8 frames, utt_pad_proportion=0.0667, over 19132.78 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2935, pruned_loss=0.05828, over 2269759.62 frames. utt_duration=1285 frames, utt_pad_proportion=0.0486, over 7073.19 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3213, pruned_loss=0.08275, over 2475989.88 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06828, over 20589.10 utterances.], batch size: 34, lr: 3.71e-04
2022-08-26 01:21:06,912 INFO [train.py:927] (4/8) Epoch 10, batch 5150, giga_loss[loss=0.2177, simple_loss=0.2947, pruned_loss=0.07036, over 12393.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03363, over 80.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3191, pruned_loss=0.08077, over 2474539.31 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06685, over 19228.36 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.294, pruned_loss=0.05825, over 2275357.49 frames. utt_duration=1286 frames, utt_pad_proportion=0.04772, over 7085.10 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3211, pruned_loss=0.0833, over 2476130.63 frames. utt_duration=480.2 frames, utt_pad_proportion=0.06852, over 20690.83 utterances.], batch size: 80, lr: 3.71e-04
2022-08-26 01:22:52,371 INFO [train.py:927] (4/8) Epoch 10, batch 5200, giga_loss[loss=0.2269, simple_loss=0.3085, pruned_loss=0.07263, over 12316.00 frames. utt_duration=705.1 frames, utt_pad_proportion=0.0328, over 70.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3173, pruned_loss=0.08079, over 2474136.89 frames. utt_duration=518.1 frames, utt_pad_proportion=0.0638, over 19157.22 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2941, pruned_loss=0.05832, over 2278196.07 frames. utt_duration=1288 frames, utt_pad_proportion=0.04711, over 7085.84 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3192, pruned_loss=0.08302, over 2475518.11 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06558, over 20470.62 utterances.], batch size: 70, lr: 3.71e-04
2022-08-26 01:24:37,749 INFO [train.py:927] (4/8) Epoch 10, batch 5250, giga_loss[loss=0.2497, simple_loss=0.3283, pruned_loss=0.08557, over 12324.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03348, over 58.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.317, pruned_loss=0.08144, over 2474050.67 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07036, over 20294.74 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.294, pruned_loss=0.05823, over 2280888.01 frames. utt_duration=1290 frames, utt_pad_proportion=0.04653, over 7078.60 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3189, pruned_loss=0.08359, over 2475344.86 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07164, over 21513.72 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 01:26:21,738 INFO [train.py:927] (4/8) Epoch 10, batch 5300, giga_loss[loss=0.1903, simple_loss=0.2842, pruned_loss=0.04819, over 12372.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02777, over 70.00 utterances.], tot_loss[loss=0.238, simple_loss=0.315, pruned_loss=0.08046, over 2474489.32 frames. utt_duration=508.3 frames, utt_pad_proportion=0.0696, over 19530.36 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2936, pruned_loss=0.05805, over 2283729.37 frames. utt_duration=1294 frames, utt_pad_proportion=0.04601, over 7065.49 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3171, pruned_loss=0.08262, over 2475571.66 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07096, over 20681.72 utterances.], batch size: 70, lr: 3.71e-04
2022-08-26 01:28:05,080 INFO [train.py:927] (4/8) Epoch 10, batch 5350, giga_loss[loss=0.263, simple_loss=0.3485, pruned_loss=0.08878, over 12438.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04386, over 114.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3149, pruned_loss=0.08052, over 2474500.07 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06877, over 19562.83 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2928, pruned_loss=0.0577, over 2291705.31 frames. utt_duration=1303 frames, utt_pad_proportion=0.04461, over 7043.87 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3181, pruned_loss=0.08346, over 2475778.47 frames. utt_duration=472.9 frames, utt_pad_proportion=0.0706, over 21008.98 utterances.], batch size: 114, lr: 3.71e-04
2022-08-26 01:29:52,774 INFO [train.py:927] (4/8) Epoch 10, batch 5400, giga_loss[loss=0.2331, simple_loss=0.3059, pruned_loss=0.08013, over 12330.00 frames. utt_duration=625.7 frames, utt_pad_proportion=0.02689, over 79.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3161, pruned_loss=0.08139, over 2473240.14 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07029, over 19974.19 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.293, pruned_loss=0.0578, over 2296064.51 frames. utt_duration=1304 frames, utt_pad_proportion=0.04374, over 7050.75 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3189, pruned_loss=0.08415, over 2474375.23 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07206, over 21392.89 utterances.], batch size: 79, lr: 3.71e-04
2022-08-26 01:31:39,740 INFO [train.py:927] (4/8) Epoch 10, batch 5450, libri_loss[loss=0.1862, simple_loss=0.2723, pruned_loss=0.05002, over 12381.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.008619, over 31.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3164, pruned_loss=0.07923, over 2472985.45 frames. utt_duration=509 frames, utt_pad_proportion=0.07026, over 19491.62 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2931, pruned_loss=0.05768, over 2302181.08 frames. utt_duration=1307 frames, utt_pad_proportion=0.04257, over 7052.70 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3194, pruned_loss=0.08231, over 2473896.05 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07237, over 21045.20 utterances.], batch size: 31, lr: 3.71e-04
2022-08-26 01:33:23,308 INFO [train.py:927] (4/8) Epoch 10, batch 5500, giga_loss[loss=0.2387, simple_loss=0.3248, pruned_loss=0.07627, over 12280.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.03806, over 51.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3178, pruned_loss=0.07833, over 2473812.37 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06385, over 18464.38 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2929, pruned_loss=0.05758, over 2305901.18 frames. utt_duration=1307 frames, utt_pad_proportion=0.04228, over 7062.60 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3208, pruned_loss=0.08122, over 2474255.33 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06632, over 19898.11 utterances.], batch size: 51, lr: 3.71e-04
2022-08-26 01:35:07,503 INFO [train.py:927] (4/8) Epoch 10, batch 5550, giga_loss[loss=0.2734, simple_loss=0.3355, pruned_loss=0.1057, over 12440.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05342, over 162.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3198, pruned_loss=0.08032, over 2473991.93 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06378, over 18563.14 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.05772, over 2309016.77 frames. utt_duration=1297 frames, utt_pad_proportion=0.04644, over 7132.16 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3224, pruned_loss=0.0829, over 2474568.42 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06462, over 19851.53 utterances.], batch size: 162, lr: 3.71e-04
2022-08-26 01:36:52,011 INFO [train.py:927] (4/8) Epoch 10, batch 5600, giga_loss[loss=0.2674, simple_loss=0.3423, pruned_loss=0.09624, over 12331.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03076, over 85.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3207, pruned_loss=0.0817, over 2473502.37 frames. utt_duration=506 frames, utt_pad_proportion=0.07054, over 19610.17 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05817, over 2317235.56 frames. utt_duration=1278 frames, utt_pad_proportion=0.05095, over 7260.90 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3239, pruned_loss=0.08461, over 2474563.96 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06974, over 21149.93 utterances.], batch size: 85, lr: 3.71e-04
2022-08-26 01:38:35,938 INFO [train.py:927] (4/8) Epoch 10, batch 5650, giga_loss[loss=0.2403, simple_loss=0.3344, pruned_loss=0.07311, over 12363.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02869, over 70.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3204, pruned_loss=0.08028, over 2473983.39 frames. utt_duration=508.2 frames, utt_pad_proportion=0.07033, over 19527.76 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05815, over 2320239.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.05027, over 7264.65 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3235, pruned_loss=0.08301, over 2474928.89 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07005, over 20965.85 utterances.], batch size: 70, lr: 3.71e-04
2022-08-26 01:40:22,118 INFO [train.py:927] (4/8) Epoch 10, batch 5700, giga_loss[loss=0.284, simple_loss=0.3514, pruned_loss=0.1083, over 12351.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02845, over 48.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3217, pruned_loss=0.08155, over 2473704.11 frames. utt_duration=487 frames, utt_pad_proportion=0.07343, over 20380.78 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2936, pruned_loss=0.05809, over 2322633.72 frames. utt_duration=1280 frames, utt_pad_proportion=0.04971, over 7266.72 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3244, pruned_loss=0.08403, over 2474368.71 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07326, over 21666.52 utterances.], batch size: 48, lr: 3.71e-04
2022-08-26 01:42:06,385 INFO [train.py:927] (4/8) Epoch 10, batch 5750, giga_loss[loss=0.2142, simple_loss=0.2982, pruned_loss=0.06517, over 12397.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03658, over 113.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3194, pruned_loss=0.08072, over 2473393.04 frames. utt_duration=494 frames, utt_pad_proportion=0.07356, over 20089.38 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2933, pruned_loss=0.058, over 2327027.76 frames. utt_duration=1289 frames, utt_pad_proportion=0.04857, over 7229.95 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3227, pruned_loss=0.08356, over 2474717.85 frames. utt_duration=459.9 frames, utt_pad_proportion=0.074, over 21592.05 utterances.], batch size: 113, lr: 3.71e-04
2022-08-26 01:43:51,844 INFO [train.py:927] (4/8) Epoch 10, batch 5800, giga_loss[loss=0.2132, simple_loss=0.2917, pruned_loss=0.06737, over 12404.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02879, over 58.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3189, pruned_loss=0.08137, over 2473904.57 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07448, over 20123.64 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2933, pruned_loss=0.058, over 2327710.62 frames. utt_duration=1289 frames, utt_pad_proportion=0.04836, over 7229.80 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3216, pruned_loss=0.08369, over 2474988.95 frames. utt_duration=464.9 frames, utt_pad_proportion=0.0749, over 21361.58 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 01:45:36,443 INFO [train.py:927] (4/8) Epoch 10, batch 5850, giga_loss[loss=0.2898, simple_loss=0.3364, pruned_loss=0.1216, over 12359.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2098, over 372.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3173, pruned_loss=0.08125, over 2474736.48 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07521, over 20445.66 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.293, pruned_loss=0.05784, over 2330547.55 frames. utt_duration=1294 frames, utt_pad_proportion=0.04764, over 7211.34 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3202, pruned_loss=0.08365, over 2475659.64 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07582, over 21681.12 utterances.], batch size: 372, lr: 3.71e-04
2022-08-26 01:47:15,299 INFO [train.py:927] (4/8) Epoch 10, batch 5900, giga_loss[loss=0.2251, simple_loss=0.3123, pruned_loss=0.06893, over 12376.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04191, over 133.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3144, pruned_loss=0.0786, over 2474882.65 frames. utt_duration=482.2 frames, utt_pad_proportion=0.0739, over 20590.90 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.293, pruned_loss=0.05789, over 2333895.60 frames. utt_duration=1296 frames, utt_pad_proportion=0.04678, over 7213.99 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3172, pruned_loss=0.08099, over 2475812.55 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07495, over 21879.31 utterances.], batch size: 133, lr: 3.71e-04
2022-08-26 01:49:02,771 INFO [train.py:927] (4/8) Epoch 10, batch 5950, giga_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05775, over 12336.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03376, over 58.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3129, pruned_loss=0.07715, over 2475343.61 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07446, over 21166.62 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2931, pruned_loss=0.05787, over 2336064.81 frames. utt_duration=1291 frames, utt_pad_proportion=0.04725, over 7245.46 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3153, pruned_loss=0.07931, over 2476018.41 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07529, over 22348.85 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 01:50:50,349 INFO [train.py:927] (4/8) Epoch 10, batch 6000, giga_loss[loss=0.2626, simple_loss=0.3279, pruned_loss=0.09871, over 12404.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05846, over 182.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3106, pruned_loss=0.07654, over 2475204.48 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07337, over 20816.29 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05788, over 2338799.96 frames. utt_duration=1295 frames, utt_pad_proportion=0.04653, over 7232.69 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3126, pruned_loss=0.07856, over 2475745.43 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07446, over 22006.16 utterances.], batch size: 182, lr: 3.71e-04
2022-08-26 01:50:50,350 INFO [train.py:958] (4/8) Computing validation loss
2022-08-26 01:51:05,481 INFO [train.py:967] (4/8) Epoch 10, validation: loss=0.19, simple_loss=0.3034, pruned_loss=0.0383, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 01:52:50,434 INFO [train.py:927] (4/8) Epoch 10, batch 6050, libri_loss[loss=0.2431, simple_loss=0.3329, pruned_loss=0.07669, over 12287.00 frames. utt_duration=757.7 frames, utt_pad_proportion=0.137, over 65.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.312, pruned_loss=0.07735, over 2475470.23 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07691, over 21229.76 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2935, pruned_loss=0.05794, over 2342752.96 frames. utt_duration=1295 frames, utt_pad_proportion=0.04648, over 7246.04 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3139, pruned_loss=0.07946, over 2475982.48 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07795, over 22573.67 utterances.], batch size: 65, lr: 3.71e-04
2022-08-26 01:54:35,630 INFO [train.py:927] (4/8) Epoch 10, batch 6100, giga_loss[loss=0.1987, simple_loss=0.2878, pruned_loss=0.05484, over 12378.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.03028, over 58.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3134, pruned_loss=0.07834, over 2475532.60 frames. utt_duration=446.5 frames, utt_pad_proportion=0.0833, over 22249.77 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.294, pruned_loss=0.05815, over 2345928.68 frames. utt_duration=1282 frames, utt_pad_proportion=0.05052, over 7329.26 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.315, pruned_loss=0.0803, over 2476039.94 frames. utt_duration=421.6 frames, utt_pad_proportion=0.08307, over 23576.22 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 01:56:19,063 INFO [train.py:927] (4/8) Epoch 10, batch 6150, giga_loss[loss=0.2786, simple_loss=0.3502, pruned_loss=0.1035, over 12362.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3127, pruned_loss=0.07869, over 2475203.24 frames. utt_duration=458.7 frames, utt_pad_proportion=0.0813, over 21655.62 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2936, pruned_loss=0.05835, over 2352610.54 frames. utt_duration=1290 frames, utt_pad_proportion=0.04869, over 7300.90 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3153, pruned_loss=0.08114, over 2475856.28 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08224, over 23511.86 utterances.], batch size: 97, lr: 3.71e-04
2022-08-26 01:58:03,544 INFO [train.py:927] (4/8) Epoch 10, batch 6200, giga_loss[loss=0.3386, simple_loss=0.3765, pruned_loss=0.1503, over 12398.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3131, pruned_loss=0.07881, over 2474550.89 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07877, over 20808.42 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2929, pruned_loss=0.05815, over 2356433.32 frames. utt_duration=1295 frames, utt_pad_proportion=0.04779, over 7285.70 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3164, pruned_loss=0.08158, over 2475416.45 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08036, over 22747.36 utterances.], batch size: 259, lr: 3.71e-04
2022-08-26 01:59:45,815 INFO [train.py:927] (4/8) Epoch 10, batch 6250, giga_loss[loss=0.3155, simple_loss=0.3625, pruned_loss=0.1342, over 12371.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1088, over 259.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3139, pruned_loss=0.07938, over 2474759.60 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07725, over 21024.66 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2927, pruned_loss=0.05806, over 2360889.69 frames. utt_duration=1301 frames, utt_pad_proportion=0.04639, over 7267.65 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3174, pruned_loss=0.08245, over 2475651.21 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07935, over 23093.49 utterances.], batch size: 259, lr: 3.71e-04
2022-08-26 02:01:33,955 INFO [train.py:927] (4/8) Epoch 10, batch 6300, giga_loss[loss=0.2517, simple_loss=0.3296, pruned_loss=0.08692, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03295, over 85.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3168, pruned_loss=0.08045, over 2475407.64 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08163, over 22774.92 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2927, pruned_loss=0.05804, over 2361895.81 frames. utt_duration=1304 frames, utt_pad_proportion=0.04609, over 7254.00 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3198, pruned_loss=0.08307, over 2476224.95 frames. utt_duration=405 frames, utt_pad_proportion=0.08305, over 24542.75 utterances.], batch size: 85, lr: 3.71e-04
2022-08-26 02:03:18,865 INFO [train.py:927] (4/8) Epoch 10, batch 6350, giga_loss[loss=0.2424, simple_loss=0.3176, pruned_loss=0.08358, over 12360.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03144, over 85.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3157, pruned_loss=0.07999, over 2475796.24 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07771, over 21517.83 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05792, over 2364889.45 frames. utt_duration=1304 frames, utt_pad_proportion=0.046, over 7264.09 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3187, pruned_loss=0.08276, over 2476785.19 frames. utt_duration=426.4 frames, utt_pad_proportion=0.07948, over 23315.06 utterances.], batch size: 85, lr: 3.71e-04
2022-08-26 02:05:04,458 INFO [train.py:927] (4/8) Epoch 10, batch 6400, giga_loss[loss=0.2437, simple_loss=0.3227, pruned_loss=0.08229, over 12374.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03027, over 85.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3158, pruned_loss=0.08093, over 2475135.68 frames. utt_duration=467 frames, utt_pad_proportion=0.07627, over 21266.40 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05795, over 2367820.71 frames. utt_duration=1299 frames, utt_pad_proportion=0.04635, over 7297.11 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3189, pruned_loss=0.08377, over 2476245.91 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07801, over 23076.90 utterances.], batch size: 85, lr: 3.70e-04
2022-08-26 02:06:47,658 INFO [train.py:927] (4/8) Epoch 10, batch 6450, libri_loss[loss=0.1885, simple_loss=0.2859, pruned_loss=0.04555, over 12269.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.006913, over 37.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3145, pruned_loss=0.08018, over 2475172.29 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07539, over 20793.89 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.05787, over 2371528.97 frames. utt_duration=1288 frames, utt_pad_proportion=0.04904, over 7370.82 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3176, pruned_loss=0.08328, over 2476065.98 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07644, over 22631.46 utterances.], batch size: 37, lr: 3.70e-04
2022-08-26 02:08:30,534 INFO [train.py:927] (4/8) Epoch 10, batch 6500, giga_loss[loss=0.2238, simple_loss=0.3047, pruned_loss=0.07148, over 12404.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02954, over 62.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.315, pruned_loss=0.08074, over 2475280.30 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07162, over 20617.13 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05788, over 2372925.47 frames. utt_duration=1288 frames, utt_pad_proportion=0.04878, over 7377.32 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3177, pruned_loss=0.08347, over 2476115.75 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07293, over 22239.84 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 02:10:14,285 INFO [train.py:927] (4/8) Epoch 10, batch 6550, giga_loss[loss=0.2606, simple_loss=0.329, pruned_loss=0.09608, over 12381.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3173, pruned_loss=0.08247, over 2475292.34 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07272, over 21163.77 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2931, pruned_loss=0.05806, over 2373895.82 frames. utt_duration=1274 frames, utt_pad_proportion=0.05329, over 7462.53 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3195, pruned_loss=0.08466, over 2475992.45 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07241, over 22476.06 utterances.], batch size: 183, lr: 3.70e-04
2022-08-26 02:11:58,596 INFO [train.py:927] (4/8) Epoch 10, batch 6600, giga_loss[loss=0.2297, simple_loss=0.3114, pruned_loss=0.07398, over 12412.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04004, over 105.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3177, pruned_loss=0.08304, over 2474781.90 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07227, over 20746.50 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2931, pruned_loss=0.0579, over 2377300.90 frames. utt_duration=1275 frames, utt_pad_proportion=0.05223, over 7467.46 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3201, pruned_loss=0.0857, over 2475422.27 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07252, over 22212.12 utterances.], batch size: 105, lr: 3.70e-04
2022-08-26 02:13:45,342 INFO [train.py:927] (4/8) Epoch 10, batch 6650, giga_loss[loss=0.216, simple_loss=0.3027, pruned_loss=0.06471, over 12366.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02853, over 70.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3179, pruned_loss=0.08339, over 2474615.48 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07309, over 21121.84 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2928, pruned_loss=0.05775, over 2378344.59 frames. utt_duration=1279 frames, utt_pad_proportion=0.05177, over 7448.56 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3204, pruned_loss=0.08593, over 2475460.33 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07345, over 22465.27 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 02:15:29,561 INFO [train.py:927] (4/8) Epoch 10, batch 6700, libri_loss[loss=0.2093, simple_loss=0.289, pruned_loss=0.06482, over 12356.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01566, over 41.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3174, pruned_loss=0.08225, over 2474447.78 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06744, over 19924.47 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2928, pruned_loss=0.0577, over 2381851.92 frames. utt_duration=1279 frames, utt_pad_proportion=0.05034, over 7457.57 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3203, pruned_loss=0.08528, over 2475386.45 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06878, over 21486.65 utterances.], batch size: 41, lr: 3.70e-04
2022-08-26 02:17:22,322 INFO [train.py:927] (4/8) Epoch 10, batch 6750, giga_loss[loss=0.2279, simple_loss=0.3087, pruned_loss=0.07361, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02693, over 48.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3185, pruned_loss=0.08353, over 2474198.86 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06874, over 19515.53 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.0578, over 2383391.79 frames. utt_duration=1281 frames, utt_pad_proportion=0.04972, over 7450.73 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3211, pruned_loss=0.08619, over 2474811.12 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07004, over 20921.39 utterances.], batch size: 48, lr: 3.70e-04
2022-08-26 02:19:06,167 INFO [train.py:927] (4/8) Epoch 10, batch 6800, giga_loss[loss=0.2263, simple_loss=0.3014, pruned_loss=0.07562, over 12336.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02531, over 48.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.319, pruned_loss=0.08287, over 2474326.79 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06544, over 19020.13 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05793, over 2384790.06 frames. utt_duration=1284 frames, utt_pad_proportion=0.04917, over 7438.07 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3214, pruned_loss=0.08518, over 2474763.23 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06694, over 20291.22 utterances.], batch size: 48, lr: 3.70e-04
2022-08-26 02:20:50,272 INFO [train.py:927] (4/8) Epoch 10, batch 6850, libri_loss[loss=0.2096, simple_loss=0.3053, pruned_loss=0.05694, over 12290.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007022, over 35.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3171, pruned_loss=0.08137, over 2474123.79 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06894, over 19109.02 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2931, pruned_loss=0.05798, over 2386415.99 frames. utt_duration=1285 frames, utt_pad_proportion=0.04838, over 7435.32 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3193, pruned_loss=0.08361, over 2474609.15 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07035, over 20340.36 utterances.], batch size: 35, lr: 3.70e-04
2022-08-26 02:22:30,861 INFO [train.py:927] (4/8) Epoch 10, batch 6900, giga_loss[loss=0.2503, simple_loss=0.3267, pruned_loss=0.08696, over 12383.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.02924, over 51.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3171, pruned_loss=0.08136, over 2473348.81 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07171, over 19262.34 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.05808, over 2388301.45 frames. utt_duration=1284 frames, utt_pad_proportion=0.04855, over 7449.55 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3192, pruned_loss=0.08357, over 2474003.91 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07276, over 20489.96 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:24:17,838 INFO [train.py:927] (4/8) Epoch 10, batch 6950, giga_loss[loss=0.2651, simple_loss=0.3426, pruned_loss=0.09384, over 12354.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02934, over 91.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3173, pruned_loss=0.0827, over 2473762.03 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07334, over 19655.85 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2931, pruned_loss=0.0581, over 2391731.89 frames. utt_duration=1288 frames, utt_pad_proportion=0.04727, over 7438.07 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3198, pruned_loss=0.08518, over 2473844.65 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07469, over 21019.01 utterances.], batch size: 91, lr: 3.70e-04
2022-08-26 02:26:01,344 INFO [train.py:927] (4/8) Epoch 10, batch 7000, giga_loss[loss=0.2189, simple_loss=0.3052, pruned_loss=0.06633, over 12475.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03611, over 37.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3178, pruned_loss=0.08302, over 2474477.60 frames. utt_duration=502.4 frames, utt_pad_proportion=0.0738, over 19761.04 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05833, over 2394812.17 frames. utt_duration=1279 frames, utt_pad_proportion=0.05059, over 7497.92 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3205, pruned_loss=0.0857, over 2474690.93 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07411, over 21233.79 utterances.], batch size: 37, lr: 3.70e-04
2022-08-26 02:27:43,217 INFO [train.py:927] (4/8) Epoch 10, batch 7050, giga_loss[loss=0.2534, simple_loss=0.3278, pruned_loss=0.08947, over 12426.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04192, over 146.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3183, pruned_loss=0.08321, over 2473904.81 frames. utt_duration=501 frames, utt_pad_proportion=0.07441, over 19811.56 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05824, over 2397008.67 frames. utt_duration=1281 frames, utt_pad_proportion=0.04991, over 7491.84 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3213, pruned_loss=0.08611, over 2474227.74 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07505, over 21331.92 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 02:29:25,482 INFO [train.py:927] (4/8) Epoch 10, batch 7100, giga_loss[loss=0.2458, simple_loss=0.3231, pruned_loss=0.08425, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03846, over 113.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.318, pruned_loss=0.08265, over 2474590.76 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07328, over 19837.92 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2929, pruned_loss=0.05811, over 2397971.02 frames. utt_duration=1285 frames, utt_pad_proportion=0.04948, over 7474.52 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3209, pruned_loss=0.08538, over 2475017.85 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07406, over 21211.03 utterances.], batch size: 113, lr: 3.70e-04
2022-08-26 02:31:09,100 INFO [train.py:927] (4/8) Epoch 10, batch 7150, giga_loss[loss=0.3242, simple_loss=0.3719, pruned_loss=0.1382, over 12375.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3175, pruned_loss=0.08194, over 2473430.30 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06902, over 19137.73 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2932, pruned_loss=0.05826, over 2400031.45 frames. utt_duration=1284 frames, utt_pad_proportion=0.04917, over 7483.89 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3203, pruned_loss=0.08467, over 2473948.31 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07024, over 20561.55 utterances.], batch size: 259, lr: 3.70e-04
2022-08-26 02:32:55,186 INFO [train.py:927] (4/8) Epoch 10, batch 7200, giga_loss[loss=0.2007, simple_loss=0.2912, pruned_loss=0.05514, over 12391.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02655, over 70.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3164, pruned_loss=0.08114, over 2473483.42 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06818, over 19051.71 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2935, pruned_loss=0.05834, over 2400598.47 frames. utt_duration=1285 frames, utt_pad_proportion=0.0488, over 7484.04 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3185, pruned_loss=0.08343, over 2474045.08 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06938, over 20275.66 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 02:34:38,228 INFO [train.py:927] (4/8) Epoch 10, batch 7250, libri_loss[loss=0.1947, simple_loss=0.2856, pruned_loss=0.05194, over 12352.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005409, over 33.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3133, pruned_loss=0.07982, over 2473903.23 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06614, over 19144.23 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.05805, over 2402381.49 frames. utt_duration=1285 frames, utt_pad_proportion=0.04871, over 7484.63 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3158, pruned_loss=0.08251, over 2474696.87 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06741, over 20454.94 utterances.], batch size: 33, lr: 3.70e-04
2022-08-26 02:36:24,501 INFO [train.py:927] (4/8) Epoch 10, batch 7300, giga_loss[loss=0.2616, simple_loss=0.3346, pruned_loss=0.09433, over 12423.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05487, over 162.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.311, pruned_loss=0.07897, over 2473613.72 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06469, over 19043.72 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2925, pruned_loss=0.05781, over 2404891.28 frames. utt_duration=1292 frames, utt_pad_proportion=0.04727, over 7456.53 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3143, pruned_loss=0.08212, over 2474514.16 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06649, over 20536.31 utterances.], batch size: 162, lr: 3.70e-04
2022-08-26 02:38:10,063 INFO [train.py:927] (4/8) Epoch 10, batch 7350, giga_loss[loss=0.1964, simple_loss=0.2885, pruned_loss=0.05219, over 12375.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03154, over 62.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3109, pruned_loss=0.07695, over 2474012.68 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06682, over 19612.05 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2926, pruned_loss=0.05779, over 2405912.09 frames. utt_duration=1286 frames, utt_pad_proportion=0.0478, over 7490.92 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3138, pruned_loss=0.07984, over 2475056.01 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06809, over 20985.12 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 02:39:52,765 INFO [train.py:927] (4/8) Epoch 10, batch 7400, giga_loss[loss=0.214, simple_loss=0.3043, pruned_loss=0.06182, over 12409.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02911, over 62.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3103, pruned_loss=0.07468, over 2474511.74 frames. utt_duration=481.3 frames, utt_pad_proportion=0.0674, over 20627.55 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05795, over 2407738.09 frames. utt_duration=1288 frames, utt_pad_proportion=0.04692, over 7487.78 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3128, pruned_loss=0.07724, over 2475241.55 frames. utt_duration=451.9 frames, utt_pad_proportion=0.06868, over 21981.06 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 02:41:35,661 INFO [train.py:927] (4/8) Epoch 10, batch 7450, giga_loss[loss=0.2183, simple_loss=0.3074, pruned_loss=0.06456, over 12461.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02897, over 80.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3081, pruned_loss=0.0719, over 2475010.56 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06931, over 20824.26 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.05813, over 2409910.16 frames. utt_duration=1271 frames, utt_pad_proportion=0.05184, over 7594.03 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3103, pruned_loss=0.07429, over 2475700.51 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06899, over 22238.01 utterances.], batch size: 80, lr: 3.70e-04
2022-08-26 02:43:19,382 INFO [train.py:927] (4/8) Epoch 10, batch 7500, giga_loss[loss=0.2353, simple_loss=0.317, pruned_loss=0.07677, over 12454.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0373, over 123.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3094, pruned_loss=0.07142, over 2475832.67 frames. utt_duration=455.9 frames, utt_pad_proportion=0.06617, over 21792.81 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05794, over 2410451.34 frames. utt_duration=1274 frames, utt_pad_proportion=0.05151, over 7577.13 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3117, pruned_loss=0.07359, over 2476475.82 frames. utt_duration=431.2 frames, utt_pad_proportion=0.06622, over 23051.89 utterances.], batch size: 123, lr: 3.70e-04
2022-08-26 02:45:04,007 INFO [train.py:927] (4/8) Epoch 10, batch 7550, giga_loss[loss=0.2146, simple_loss=0.3023, pruned_loss=0.06347, over 12394.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3064, pruned_loss=0.06939, over 2475216.61 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07142, over 22865.27 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2921, pruned_loss=0.05766, over 2411916.49 frames. utt_duration=1282 frames, utt_pad_proportion=0.05041, over 7535.49 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3094, pruned_loss=0.07179, over 2476444.86 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07167, over 24393.49 utterances.], batch size: 113, lr: 3.70e-04
2022-08-26 02:46:48,139 INFO [train.py:927] (4/8) Epoch 10, batch 7600, giga_loss[loss=0.2151, simple_loss=0.3041, pruned_loss=0.06303, over 12377.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07064, over 211.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.304, pruned_loss=0.06736, over 2475235.03 frames. utt_duration=424.8 frames, utt_pad_proportion=0.07391, over 23386.12 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2917, pruned_loss=0.05737, over 2413968.18 frames. utt_duration=1272 frames, utt_pad_proportion=0.05442, over 7599.52 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3071, pruned_loss=0.06987, over 2476043.35 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07318, over 24987.06 utterances.], batch size: 211, lr: 3.70e-04
2022-08-26 02:48:32,742 INFO [train.py:927] (4/8) Epoch 10, batch 7650, giga_loss[loss=0.1895, simple_loss=0.2866, pruned_loss=0.04616, over 12379.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3031, pruned_loss=0.06612, over 2474994.42 frames. utt_duration=436.7 frames, utt_pad_proportion=0.06918, over 22744.90 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2919, pruned_loss=0.05733, over 2415361.40 frames. utt_duration=1275 frames, utt_pad_proportion=0.05346, over 7586.68 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3056, pruned_loss=0.06837, over 2475749.88 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06925, over 24378.49 utterances.], batch size: 133, lr: 3.70e-04
2022-08-26 02:50:17,780 INFO [train.py:927] (4/8) Epoch 10, batch 7700, giga_loss[loss=0.1983, simple_loss=0.2787, pruned_loss=0.05895, over 12413.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05238, over 162.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.3, pruned_loss=0.06415, over 2475460.92 frames. utt_duration=423.5 frames, utt_pad_proportion=0.07226, over 23463.72 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2924, pruned_loss=0.05757, over 2416490.86 frames. utt_duration=1277 frames, utt_pad_proportion=0.05261, over 7577.09 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3018, pruned_loss=0.06586, over 2476099.90 frames. utt_duration=396.7 frames, utt_pad_proportion=0.07248, over 25058.66 utterances.], batch size: 162, lr: 3.69e-04
2022-08-26 02:52:03,056 INFO [train.py:927] (4/8) Epoch 10, batch 7750, giga_loss[loss=0.1742, simple_loss=0.2693, pruned_loss=0.03957, over 12396.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2975, pruned_loss=0.06304, over 2475280.43 frames. utt_duration=433.9 frames, utt_pad_proportion=0.0708, over 22894.88 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.292, pruned_loss=0.05749, over 2418685.16 frames. utt_duration=1285 frames, utt_pad_proportion=0.05083, over 7535.83 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2995, pruned_loss=0.06475, over 2476180.40 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07175, over 24882.23 utterances.], batch size: 62, lr: 3.69e-04
2022-08-26 02:53:55,986 INFO [train.py:927] (4/8) Epoch 10, batch 7800, giga_loss[loss=0.2144, simple_loss=0.2934, pruned_loss=0.06773, over 12420.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06127, over 183.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2976, pruned_loss=0.06287, over 2475337.61 frames. utt_duration=419.3 frames, utt_pad_proportion=0.07223, over 23695.73 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2916, pruned_loss=0.05731, over 2419349.38 frames. utt_duration=1287 frames, utt_pad_proportion=0.05032, over 7527.76 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2996, pruned_loss=0.06443, over 2476196.14 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07306, over 25467.14 utterances.], batch size: 183, lr: 3.69e-04
2022-08-26 02:55:58,071 INFO [train.py:927] (4/8) Epoch 10, batch 7850, giga_loss[loss=0.2015, simple_loss=0.2925, pruned_loss=0.05524, over 12378.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03193, over 62.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2983, pruned_loss=0.06237, over 2475739.39 frames. utt_duration=409.9 frames, utt_pad_proportion=0.07116, over 24242.90 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2922, pruned_loss=0.05738, over 2420188.19 frames. utt_duration=1289 frames, utt_pad_proportion=0.04971, over 7519.89 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2994, pruned_loss=0.06361, over 2476416.93 frames. utt_duration=384.3 frames, utt_pad_proportion=0.07213, over 25871.27 utterances.], batch size: 62, lr: 3.69e-04
2022-08-26 02:57:55,728 INFO [train.py:927] (4/8) Epoch 10, batch 7900, giga_loss[loss=0.2008, simple_loss=0.2905, pruned_loss=0.05559, over 12366.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03212, over 97.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2972, pruned_loss=0.06166, over 2476567.76 frames. utt_duration=404.7 frames, utt_pad_proportion=0.07018, over 24559.91 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2926, pruned_loss=0.05773, over 2421525.01 frames. utt_duration=1275 frames, utt_pad_proportion=0.05378, over 7605.28 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2978, pruned_loss=0.06244, over 2477168.55 frames. utt_duration=379.8 frames, utt_pad_proportion=0.07015, over 26185.70 utterances.], batch size: 97, lr: 3.69e-04
2022-08-26 03:00:04,781 INFO [train.py:927] (4/8) Epoch 10, batch 7950, giga_loss[loss=0.227, simple_loss=0.2952, pruned_loss=0.07942, over 12393.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2951, pruned_loss=0.06029, over 2476458.56 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06898, over 24500.67 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05763, over 2423148.12 frames. utt_duration=1276 frames, utt_pad_proportion=0.0526, over 7604.91 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2958, pruned_loss=0.06112, over 2477452.49 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06953, over 26437.34 utterances.], batch size: 257, lr: 3.69e-04
2022-08-26 03:02:00,204 INFO [train.py:927] (4/8) Epoch 10, batch 8000, libri_loss[loss=0.1719, simple_loss=0.2634, pruned_loss=0.04015, over 12230.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006009, over 31.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2936, pruned_loss=0.06015, over 2476473.56 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06724, over 23932.16 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2924, pruned_loss=0.05757, over 2424843.31 frames. utt_duration=1282 frames, utt_pad_proportion=0.05113, over 7572.19 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2945, pruned_loss=0.06098, over 2477672.95 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06839, over 26157.28 utterances.], batch size: 31, lr: 3.69e-04
2022-08-26 03:03:53,676 INFO [train.py:927] (4/8) Epoch 10, batch 8050, giga_loss[loss=0.1845, simple_loss=0.2659, pruned_loss=0.05156, over 12369.00 frames. utt_duration=139.9 frames, utt_pad_proportion=0.1772, over 357.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.294, pruned_loss=0.0599, over 2476781.54 frames. utt_duration=406 frames, utt_pad_proportion=0.06825, over 24478.42 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2923, pruned_loss=0.05746, over 2426376.11 frames. utt_duration=1280 frames, utt_pad_proportion=0.05072, over 7593.83 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2948, pruned_loss=0.06073, over 2477748.56 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06931, over 26689.90 utterances.], batch size: 357, lr: 3.69e-04
2022-08-26 03:06:15,237 INFO [train.py:927] (4/8) Epoch 10, batch 8100, giga_loss[loss=0.1806, simple_loss=0.2733, pruned_loss=0.044, over 12398.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.03042, over 62.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.293, pruned_loss=0.05943, over 2476851.01 frames. utt_duration=392.1 frames, utt_pad_proportion=0.07123, over 25349.01 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.05756, over 2426984.69 frames. utt_duration=1280 frames, utt_pad_proportion=0.05031, over 7595.88 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2934, pruned_loss=0.06, over 2477524.16 frames. utt_duration=365.1 frames, utt_pad_proportion=0.07201, over 27240.30 utterances.], batch size: 62, lr: 3.69e-04
2022-08-26 03:08:14,512 INFO [train.py:927] (4/8) Epoch 10, batch 8150, giga_loss[loss=0.2192, simple_loss=0.3192, pruned_loss=0.05959, over 12455.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.04801, over 162.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2938, pruned_loss=0.05979, over 2477075.04 frames. utt_duration=390 frames, utt_pad_proportion=0.07088, over 25487.88 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2916, pruned_loss=0.05711, over 2428504.54 frames. utt_duration=1284 frames, utt_pad_proportion=0.04934, over 7571.48 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.295, pruned_loss=0.06074, over 2477785.07 frames. utt_duration=360.3 frames, utt_pad_proportion=0.07194, over 27604.20 utterances.], batch size: 162, lr: 3.69e-04
2022-08-26 03:10:19,015 INFO [train.py:927] (4/8) Epoch 10, batch 8200, giga_loss[loss=0.195, simple_loss=0.2957, pruned_loss=0.04719, over 12361.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03204, over 62.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2969, pruned_loss=0.05954, over 2477719.14 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06763, over 25453.08 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2919, pruned_loss=0.05723, over 2429383.85 frames. utt_duration=1272 frames, utt_pad_proportion=0.05244, over 7648.05 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2977, pruned_loss=0.06023, over 2478368.80 frames. utt_duration=363.2 frames, utt_pad_proportion=0.068, over 27386.89 utterances.], batch size: 62, lr: 3.69e-04
2022-08-26 03:12:26,496 INFO [train.py:927] (4/8) Epoch 10, batch 8250, giga_loss[loss=0.2728, simple_loss=0.342, pruned_loss=0.1018, over 12419.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09614, over 256.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2982, pruned_loss=0.05959, over 2477716.93 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06783, over 25940.24 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2918, pruned_loss=0.05721, over 2430274.71 frames. utt_duration=1275 frames, utt_pad_proportion=0.05149, over 7633.00 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.299, pruned_loss=0.0602, over 2478498.10 frames. utt_duration=357 frames, utt_pad_proportion=0.0684, over 27865.17 utterances.], batch size: 256, lr: 3.69e-04
2022-08-26 03:14:39,989 INFO [train.py:927] (4/8) Epoch 10, batch 8300, giga_loss[loss=0.2455, simple_loss=0.3425, pruned_loss=0.07431, over 12399.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.03386, over 105.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2967, pruned_loss=0.05884, over 2477414.08 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06517, over 24771.86 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2917, pruned_loss=0.05726, over 2430943.78 frames. utt_duration=1279 frames, utt_pad_proportion=0.0504, over 7613.37 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2975, pruned_loss=0.05933, over 2478669.75 frames. utt_duration=371.2 frames, utt_pad_proportion=0.0662, over 26797.23 utterances.], batch size: 105, lr: 3.69e-04
2022-08-26 03:16:58,775 INFO [train.py:927] (4/8) Epoch 10, batch 8350, giga_loss[loss=0.2313, simple_loss=0.2972, pruned_loss=0.08272, over 12392.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09847, over 256.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2947, pruned_loss=0.05863, over 2477915.25 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06617, over 25016.08 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2915, pruned_loss=0.05721, over 2431372.80 frames. utt_duration=1282 frames, utt_pad_proportion=0.05009, over 7594.28 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2955, pruned_loss=0.05907, over 2478937.78 frames. utt_duration=371.6 frames, utt_pad_proportion=0.06701, over 26766.84 utterances.], batch size: 256, lr: 3.69e-04
2022-08-26 03:19:06,699 INFO [train.py:927] (4/8) Epoch 10, batch 8400, giga_loss[loss=0.1711, simple_loss=0.2639, pruned_loss=0.03919, over 12411.00 frames. utt_duration=585.3 frames, utt_pad_proportion=0.02451, over 85.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2916, pruned_loss=0.05711, over 2477684.17 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06599, over 24053.09 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.0572, over 2432258.37 frames. utt_duration=1284 frames, utt_pad_proportion=0.04932, over 7587.78 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2925, pruned_loss=0.05749, over 2478957.88 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06706, over 25932.02 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 03:21:09,181 INFO [train.py:927] (4/8) Epoch 10, batch 8450, giga_loss[loss=0.1799, simple_loss=0.2676, pruned_loss=0.04612, over 12428.00 frames. utt_duration=802.8 frames, utt_pad_proportion=0.02692, over 62.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2939, pruned_loss=0.05809, over 2477605.41 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06554, over 23817.29 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2916, pruned_loss=0.05723, over 2433095.87 frames. utt_duration=1287 frames, utt_pad_proportion=0.04835, over 7572.23 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2944, pruned_loss=0.05839, over 2478895.37 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06679, over 25717.58 utterances.], batch size: 62, lr: 3.69e-04
2022-08-26 03:23:11,367 INFO [train.py:927] (4/8) Epoch 10, batch 8500, giga_loss[loss=0.2078, simple_loss=0.3008, pruned_loss=0.05741, over 12315.00 frames. utt_duration=705 frames, utt_pad_proportion=0.03296, over 70.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2942, pruned_loss=0.05934, over 2477588.19 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06738, over 23993.85 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2917, pruned_loss=0.05723, over 2434369.30 frames. utt_duration=1287 frames, utt_pad_proportion=0.04727, over 7572.14 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2945, pruned_loss=0.05962, over 2478669.98 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06869, over 25952.22 utterances.], batch size: 70, lr: 3.69e-04
2022-08-26 03:25:14,982 INFO [train.py:927] (4/8) Epoch 10, batch 8550, giga_loss[loss=0.2291, simple_loss=0.3229, pruned_loss=0.06763, over 12396.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.0546, over 181.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2944, pruned_loss=0.05953, over 2477408.23 frames. utt_duration=404 frames, utt_pad_proportion=0.06968, over 24603.37 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2919, pruned_loss=0.05727, over 2435555.88 frames. utt_duration=1290 frames, utt_pad_proportion=0.04588, over 7558.38 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2947, pruned_loss=0.05981, over 2478774.68 frames. utt_duration=370.9 frames, utt_pad_proportion=0.07112, over 26814.16 utterances.], batch size: 181, lr: 3.69e-04
2022-08-26 03:27:35,916 INFO [train.py:927] (4/8) Epoch 10, batch 8600, giga_loss[loss=0.2019, simple_loss=0.2983, pruned_loss=0.05273, over 12420.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06902, over 212.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.295, pruned_loss=0.05909, over 2477116.83 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06772, over 24776.00 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05707, over 2436307.80 frames. utt_duration=1296 frames, utt_pad_proportion=0.04476, over 7526.35 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2955, pruned_loss=0.05955, over 2478840.16 frames. utt_duration=366.6 frames, utt_pad_proportion=0.06948, over 27132.69 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 03:29:42,495 INFO [train.py:927] (4/8) Epoch 10, batch 8650, giga_loss[loss=0.1741, simple_loss=0.2638, pruned_loss=0.04215, over 12442.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.02964, over 75.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2911, pruned_loss=0.05801, over 2477114.26 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06676, over 24034.09 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2919, pruned_loss=0.0572, over 2436831.60 frames. utt_duration=1284 frames, utt_pad_proportion=0.04954, over 7602.52 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2912, pruned_loss=0.05828, over 2478551.41 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06713, over 26052.57 utterances.], batch size: 75, lr: 3.69e-04
2022-08-26 03:31:36,801 INFO [train.py:927] (4/8) Epoch 10, batch 8700, giga_loss[loss=0.2269, simple_loss=0.3023, pruned_loss=0.07573, over 12332.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03122, over 91.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2898, pruned_loss=0.05755, over 2476453.20 frames. utt_duration=408.5 frames, utt_pad_proportion=0.07134, over 24321.52 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2922, pruned_loss=0.05706, over 2437567.44 frames. utt_duration=1292 frames, utt_pad_proportion=0.04842, over 7557.05 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2897, pruned_loss=0.05791, over 2478227.87 frames. utt_duration=374.6 frames, utt_pad_proportion=0.07181, over 26548.24 utterances.], batch size: 91, lr: 3.69e-04
2022-08-26 03:33:41,159 INFO [train.py:927] (4/8) Epoch 10, batch 8750, giga_loss[loss=0.2049, simple_loss=0.2944, pruned_loss=0.05771, over 12394.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04518, over 146.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2881, pruned_loss=0.05676, over 2476344.62 frames. utt_duration=406.5 frames, utt_pad_proportion=0.07171, over 24437.88 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2917, pruned_loss=0.05684, over 2438391.73 frames. utt_duration=1292 frames, utt_pad_proportion=0.04796, over 7558.65 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2883, pruned_loss=0.05724, over 2478217.75 frames. utt_duration=372.1 frames, utt_pad_proportion=0.07234, over 26722.85 utterances.], batch size: 146, lr: 3.69e-04
2022-08-26 03:35:54,326 INFO [train.py:927] (4/8) Epoch 10, batch 8800, giga_loss[loss=0.1824, simple_loss=0.2728, pruned_loss=0.04604, over 12390.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03259, over 122.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2872, pruned_loss=0.05634, over 2476860.47 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06885, over 23915.98 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2917, pruned_loss=0.05696, over 2438653.58 frames. utt_duration=1295 frames, utt_pad_proportion=0.04742, over 7543.36 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2873, pruned_loss=0.05661, over 2478626.27 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06977, over 25956.68 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 03:38:05,861 INFO [train.py:927] (4/8) Epoch 10, batch 8850, libri_loss[loss=0.2146, simple_loss=0.3033, pruned_loss=0.06295, over 12370.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01096, over 38.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2868, pruned_loss=0.05562, over 2477351.91 frames. utt_duration=418.1 frames, utt_pad_proportion=0.069, over 23769.05 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2919, pruned_loss=0.05696, over 2440123.44 frames. utt_duration=1284 frames, utt_pad_proportion=0.05158, over 7610.64 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2865, pruned_loss=0.0558, over 2478796.95 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06884, over 25953.62 utterances.], batch size: 38, lr: 3.69e-04
2022-08-26 03:40:09,829 INFO [train.py:927] (4/8) Epoch 10, batch 8900, giga_loss[loss=0.2077, simple_loss=0.2895, pruned_loss=0.06299, over 12432.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05659, over 182.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.286, pruned_loss=0.05586, over 2477659.04 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07201, over 24204.05 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.292, pruned_loss=0.05701, over 2440652.38 frames. utt_duration=1272 frames, utt_pad_proportion=0.05615, over 7683.54 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2856, pruned_loss=0.05592, over 2478831.22 frames. utt_duration=381.5 frames, utt_pad_proportion=0.07051, over 26068.86 utterances.], batch size: 182, lr: 3.69e-04
2022-08-26 03:42:07,837 INFO [train.py:927] (4/8) Epoch 10, batch 8950, giga_loss[loss=0.2141, simple_loss=0.3136, pruned_loss=0.05734, over 12413.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03088, over 80.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2864, pruned_loss=0.05498, over 2477658.15 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07052, over 23987.98 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2923, pruned_loss=0.05711, over 2441455.12 frames. utt_duration=1269 frames, utt_pad_proportion=0.05591, over 7704.03 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2857, pruned_loss=0.05492, over 2478684.81 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06961, over 25836.34 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 03:44:11,108 INFO [train.py:927] (4/8) Epoch 10, batch 9000, giga_loss[loss=0.1984, simple_loss=0.2889, pruned_loss=0.05395, over 12377.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03106, over 58.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2886, pruned_loss=0.05529, over 2477675.45 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06823, over 23855.69 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2921, pruned_loss=0.05702, over 2441764.11 frames. utt_duration=1272 frames, utt_pad_proportion=0.0553, over 7688.53 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2882, pruned_loss=0.0553, over 2478692.31 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06784, over 25535.97 utterances.], batch size: 58, lr: 3.69e-04
2022-08-26 03:44:11,108 INFO [train.py:958] (4/8) Computing validation loss
2022-08-26 03:44:25,391 INFO [train.py:967] (4/8) Epoch 10, validation: loss=0.1832, simple_loss=0.2931, pruned_loss=0.03659, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 03:46:27,884 INFO [train.py:927] (4/8) Epoch 10, batch 9050, giga_loss[loss=0.1745, simple_loss=0.2672, pruned_loss=0.04085, over 12356.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03168, over 51.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2888, pruned_loss=0.05516, over 2477655.23 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06913, over 24155.15 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05711, over 2441955.61 frames. utt_duration=1261 frames, utt_pad_proportion=0.05965, over 7752.41 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2884, pruned_loss=0.05509, over 2478773.64 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06781, over 25648.84 utterances.], batch size: 51, lr: 3.68e-04
2022-08-26 03:48:27,338 INFO [train.py:927] (4/8) Epoch 10, batch 9100, giga_loss[loss=0.1902, simple_loss=0.279, pruned_loss=0.05072, over 12347.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.02836, over 91.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2875, pruned_loss=0.05469, over 2477084.00 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06672, over 23764.66 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2921, pruned_loss=0.0571, over 2442777.60 frames. utt_duration=1266 frames, utt_pad_proportion=0.05815, over 7726.92 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2871, pruned_loss=0.05456, over 2478491.34 frames. utt_duration=389 frames, utt_pad_proportion=0.06626, over 25561.41 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 03:50:32,031 INFO [train.py:927] (4/8) Epoch 10, batch 9150, giga_loss[loss=0.2211, simple_loss=0.311, pruned_loss=0.06557, over 12393.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03005, over 122.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2871, pruned_loss=0.05512, over 2477138.96 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06475, over 23466.46 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2918, pruned_loss=0.05698, over 2442981.84 frames. utt_duration=1270 frames, utt_pad_proportion=0.05763, over 7705.10 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.287, pruned_loss=0.05508, over 2478503.02 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06466, over 25097.29 utterances.], batch size: 122, lr: 3.68e-04
2022-08-26 03:52:35,133 INFO [train.py:927] (4/8) Epoch 10, batch 9200, giga_loss[loss=0.2398, simple_loss=0.3182, pruned_loss=0.08073, over 12423.00 frames. utt_duration=339.5 frames, utt_pad_proportion=0.04914, over 147.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2891, pruned_loss=0.05654, over 2476997.32 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06787, over 24402.19 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2921, pruned_loss=0.05712, over 2443752.78 frames. utt_duration=1273 frames, utt_pad_proportion=0.05649, over 7687.61 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2886, pruned_loss=0.05636, over 2478149.79 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06794, over 26059.86 utterances.], batch size: 147, lr: 3.68e-04
2022-08-26 03:54:30,677 INFO [train.py:927] (4/8) Epoch 10, batch 9250, giga_loss[loss=0.185, simple_loss=0.263, pruned_loss=0.05344, over 12372.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1819, over 359.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2926, pruned_loss=0.05838, over 2477362.74 frames. utt_duration=397.2 frames, utt_pad_proportion=0.0682, over 25024.90 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2922, pruned_loss=0.05704, over 2444015.29 frames. utt_duration=1276 frames, utt_pad_proportion=0.05588, over 7668.43 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2922, pruned_loss=0.0583, over 2478483.83 frames. utt_duration=374.2 frames, utt_pad_proportion=0.06843, over 26580.36 utterances.], batch size: 359, lr: 3.68e-04
2022-08-26 03:56:49,862 INFO [train.py:927] (4/8) Epoch 10, batch 9300, giga_loss[loss=0.198, simple_loss=0.285, pruned_loss=0.05547, over 12372.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02858, over 91.00 utterances.], tot_loss[loss=0.206, simple_loss=0.294, pruned_loss=0.059, over 2477598.16 frames. utt_duration=381.4 frames, utt_pad_proportion=0.07048, over 26064.70 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2927, pruned_loss=0.05719, over 2444424.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.05555, over 7680.27 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2932, pruned_loss=0.05883, over 2478565.28 frames. utt_duration=361.4 frames, utt_pad_proportion=0.07066, over 27522.38 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 03:58:50,104 INFO [train.py:927] (4/8) Epoch 10, batch 9350, giga_loss[loss=0.2035, simple_loss=0.2891, pruned_loss=0.05892, over 12347.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.0304, over 91.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2927, pruned_loss=0.05831, over 2478126.68 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06761, over 25488.26 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2925, pruned_loss=0.05707, over 2445517.47 frames. utt_duration=1275 frames, utt_pad_proportion=0.055, over 7678.56 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2922, pruned_loss=0.05832, over 2478948.41 frames. utt_duration=365.5 frames, utt_pad_proportion=0.06819, over 27215.73 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 04:00:51,293 INFO [train.py:927] (4/8) Epoch 10, batch 9400, giga_loss[loss=0.1718, simple_loss=0.2606, pruned_loss=0.04146, over 12358.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03166, over 51.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2917, pruned_loss=0.05829, over 2477935.87 frames. utt_duration=391.4 frames, utt_pad_proportion=0.0699, over 25401.56 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2931, pruned_loss=0.05737, over 2446106.12 frames. utt_duration=1262 frames, utt_pad_proportion=0.05902, over 7760.17 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2908, pruned_loss=0.05805, over 2478798.33 frames. utt_duration=367 frames, utt_pad_proportion=0.06928, over 27104.12 utterances.], batch size: 51, lr: 3.68e-04
2022-08-26 04:02:50,204 INFO [train.py:927] (4/8) Epoch 10, batch 9450, giga_loss[loss=0.1826, simple_loss=0.2805, pruned_loss=0.04232, over 12385.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04203, over 133.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2896, pruned_loss=0.05696, over 2477423.53 frames. utt_duration=397.8 frames, utt_pad_proportion=0.0717, over 24988.32 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2926, pruned_loss=0.05712, over 2446266.79 frames. utt_duration=1266 frames, utt_pad_proportion=0.05815, over 7737.12 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2893, pruned_loss=0.057, over 2478536.22 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07137, over 26675.70 utterances.], batch size: 133, lr: 3.68e-04
2022-08-26 04:04:51,212 INFO [train.py:927] (4/8) Epoch 10, batch 9500, giga_loss[loss=0.2109, simple_loss=0.3061, pruned_loss=0.05786, over 12455.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03497, over 105.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2896, pruned_loss=0.05555, over 2477595.11 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06658, over 23476.52 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2925, pruned_loss=0.05699, over 2446807.27 frames. utt_duration=1267 frames, utt_pad_proportion=0.05752, over 7733.30 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2895, pruned_loss=0.05569, over 2478555.25 frames. utt_duration=396 frames, utt_pad_proportion=0.06684, over 25112.27 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 04:06:52,093 INFO [train.py:927] (4/8) Epoch 10, batch 9550, giga_loss[loss=0.2046, simple_loss=0.296, pruned_loss=0.05659, over 12435.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04808, over 147.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2899, pruned_loss=0.05476, over 2477677.19 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06377, over 23271.94 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05692, over 2447439.27 frames. utt_duration=1272 frames, utt_pad_proportion=0.0567, over 7704.83 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.29, pruned_loss=0.0549, over 2478422.82 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06441, over 24881.48 utterances.], batch size: 147, lr: 3.68e-04
2022-08-26 04:08:52,172 INFO [train.py:927] (4/8) Epoch 10, batch 9600, giga_loss[loss=0.1745, simple_loss=0.2698, pruned_loss=0.03956, over 12481.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02885, over 55.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2893, pruned_loss=0.05483, over 2477476.57 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07128, over 24446.04 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.292, pruned_loss=0.05692, over 2447743.64 frames. utt_duration=1272 frames, utt_pad_proportion=0.05641, over 7708.21 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2894, pruned_loss=0.05491, over 2478488.50 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07155, over 26107.63 utterances.], batch size: 55, lr: 3.68e-04
2022-08-26 04:11:10,412 INFO [train.py:927] (4/8) Epoch 10, batch 9650, giga_loss[loss=0.2092, simple_loss=0.3026, pruned_loss=0.05794, over 12461.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03653, over 133.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2895, pruned_loss=0.05438, over 2477688.41 frames. utt_duration=409 frames, utt_pad_proportion=0.06952, over 24304.48 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2915, pruned_loss=0.0567, over 2448028.64 frames. utt_duration=1275 frames, utt_pad_proportion=0.05571, over 7690.91 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2901, pruned_loss=0.05459, over 2478909.63 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07014, over 26027.44 utterances.], batch size: 133, lr: 3.68e-04
2022-08-26 04:13:30,636 INFO [train.py:927] (4/8) Epoch 10, batch 9700, giga_loss[loss=0.1899, simple_loss=0.28, pruned_loss=0.04988, over 12340.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03131, over 58.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2931, pruned_loss=0.05582, over 2477384.02 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06694, over 23925.23 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2918, pruned_loss=0.05686, over 2448297.98 frames. utt_duration=1264 frames, utt_pad_proportion=0.0592, over 7756.83 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2933, pruned_loss=0.05581, over 2478626.50 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06672, over 25519.64 utterances.], batch size: 58, lr: 3.68e-04
2022-08-26 04:15:45,797 INFO [train.py:927] (4/8) Epoch 10, batch 9750, giga_loss[loss=0.193, simple_loss=0.2817, pruned_loss=0.05219, over 12467.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.02989, over 92.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2924, pruned_loss=0.05579, over 2477355.70 frames. utt_duration=433.2 frames, utt_pad_proportion=0.06339, over 22937.70 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.292, pruned_loss=0.05693, over 2449124.14 frames. utt_duration=1264 frames, utt_pad_proportion=0.05803, over 7758.90 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2924, pruned_loss=0.05569, over 2478498.00 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06382, over 24698.96 utterances.], batch size: 92, lr: 3.68e-04
2022-08-26 04:17:55,403 INFO [train.py:927] (4/8) Epoch 10, batch 9800, giga_loss[loss=0.1837, simple_loss=0.2738, pruned_loss=0.04683, over 12336.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.03022, over 66.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2915, pruned_loss=0.05508, over 2477852.11 frames. utt_duration=430.7 frames, utt_pad_proportion=0.06141, over 23077.26 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.292, pruned_loss=0.05683, over 2449628.55 frames. utt_duration=1265 frames, utt_pad_proportion=0.0573, over 7754.78 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2916, pruned_loss=0.05506, over 2478818.22 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06209, over 24764.23 utterances.], batch size: 66, lr: 3.68e-04
2022-08-26 04:19:55,965 INFO [train.py:927] (4/8) Epoch 10, batch 9850, giga_loss[loss=0.2145, simple_loss=0.3045, pruned_loss=0.06226, over 12348.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.033, over 97.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2929, pruned_loss=0.05585, over 2477415.07 frames. utt_duration=434.4 frames, utt_pad_proportion=0.06033, over 22875.56 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2916, pruned_loss=0.05679, over 2449894.57 frames. utt_duration=1258 frames, utt_pad_proportion=0.06073, over 7797.60 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2933, pruned_loss=0.05584, over 2478681.91 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06013, over 24602.05 utterances.], batch size: 97, lr: 3.68e-04
2022-08-26 04:21:50,398 INFO [train.py:927] (4/8) Epoch 10, batch 9900, giga_loss[loss=0.1847, simple_loss=0.2781, pruned_loss=0.04562, over 12326.00 frames. utt_duration=705.5 frames, utt_pad_proportion=0.02963, over 70.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2928, pruned_loss=0.05581, over 2476976.91 frames. utt_duration=433.4 frames, utt_pad_proportion=0.05903, over 22922.99 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2911, pruned_loss=0.05655, over 2450118.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05962, over 7773.90 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2934, pruned_loss=0.056, over 2478391.83 frames. utt_duration=403.4 frames, utt_pad_proportion=0.05926, over 24647.61 utterances.], batch size: 70, lr: 3.68e-04
2022-08-26 04:23:46,863 INFO [train.py:927] (4/8) Epoch 10, batch 9950, giga_loss[loss=0.2206, simple_loss=0.3039, pruned_loss=0.0687, over 12453.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0388, over 114.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2921, pruned_loss=0.05638, over 2477189.95 frames. utt_duration=434.8 frames, utt_pad_proportion=0.05877, over 22854.97 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2914, pruned_loss=0.05663, over 2450634.85 frames. utt_duration=1263 frames, utt_pad_proportion=0.05872, over 7768.71 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2924, pruned_loss=0.05643, over 2478443.76 frames. utt_duration=404.7 frames, utt_pad_proportion=0.05922, over 24570.44 utterances.], batch size: 114, lr: 3.68e-04
2022-08-26 04:25:31,057 INFO [train.py:927] (4/8) Epoch 10, batch 10000, giga_loss[loss=0.2565, simple_loss=0.3349, pruned_loss=0.08908, over 12407.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07293, over 212.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2989, pruned_loss=0.06014, over 2476753.48 frames. utt_duration=445 frames, utt_pad_proportion=0.0579, over 22325.45 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.292, pruned_loss=0.05675, over 2450764.48 frames. utt_duration=1265 frames, utt_pad_proportion=0.05826, over 7759.04 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2987, pruned_loss=0.0601, over 2477867.60 frames. utt_duration=417.2 frames, utt_pad_proportion=0.05846, over 23824.63 utterances.], batch size: 212, lr: 3.68e-04
2022-08-26 04:27:15,433 INFO [train.py:927] (4/8) Epoch 10, batch 10050, giga_loss[loss=0.202, simple_loss=0.2881, pruned_loss=0.05797, over 12390.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06433, over 183.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.3015, pruned_loss=0.06197, over 2476299.12 frames. utt_duration=463.8 frames, utt_pad_proportion=0.0589, over 21417.39 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2926, pruned_loss=0.05684, over 2451134.18 frames. utt_duration=1268 frames, utt_pad_proportion=0.0576, over 7740.76 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.3009, pruned_loss=0.06193, over 2477192.92 frames. utt_duration=435.5 frames, utt_pad_proportion=0.05953, over 22818.98 utterances.], batch size: 183, lr: 3.68e-04
2022-08-26 04:28:57,242 INFO [train.py:927] (4/8) Epoch 10, batch 10100, giga_loss[loss=0.1958, simple_loss=0.2759, pruned_loss=0.05784, over 12424.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03673, over 37.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2965, pruned_loss=0.06075, over 2475743.51 frames. utt_duration=474.8 frames, utt_pad_proportion=0.05957, over 20916.15 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2926, pruned_loss=0.05682, over 2451478.53 frames. utt_duration=1266 frames, utt_pad_proportion=0.05704, over 7754.41 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2963, pruned_loss=0.06089, over 2476943.82 frames. utt_duration=442.3 frames, utt_pad_proportion=0.06028, over 22464.43 utterances.], batch size: 37, lr: 3.68e-04
2022-08-26 04:30:41,858 INFO [train.py:927] (4/8) Epoch 10, batch 10150, giga_loss[loss=0.1697, simple_loss=0.245, pruned_loss=0.04726, over 12362.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03676, over 113.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2877, pruned_loss=0.05782, over 2475379.61 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06251, over 20628.27 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2922, pruned_loss=0.05667, over 2451592.17 frames. utt_duration=1269 frames, utt_pad_proportion=0.05653, over 7735.21 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2878, pruned_loss=0.0581, over 2476549.31 frames. utt_duration=450.7 frames, utt_pad_proportion=0.06309, over 22045.61 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 04:32:25,130 INFO [train.py:927] (4/8) Epoch 10, batch 10200, giga_loss[loss=0.1646, simple_loss=0.2441, pruned_loss=0.04251, over 12206.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03085, over 42.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2811, pruned_loss=0.05565, over 2476031.06 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06049, over 19945.43 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2924, pruned_loss=0.05681, over 2452242.93 frames. utt_duration=1266 frames, utt_pad_proportion=0.05644, over 7754.43 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2809, pruned_loss=0.05574, over 2476797.56 frames. utt_duration=467 frames, utt_pad_proportion=0.06116, over 21275.42 utterances.], batch size: 42, lr: 3.68e-04
2022-08-26 04:34:08,810 INFO [train.py:927] (4/8) Epoch 10, batch 10250, giga_loss[loss=0.1745, simple_loss=0.2464, pruned_loss=0.0513, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03264, over 42.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2764, pruned_loss=0.05404, over 2474997.91 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06332, over 19779.40 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2928, pruned_loss=0.05704, over 2452695.20 frames. utt_duration=1268 frames, utt_pad_proportion=0.05562, over 7746.33 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2757, pruned_loss=0.05387, over 2475617.32 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06403, over 21070.59 utterances.], batch size: 42, lr: 3.68e-04
2022-08-26 04:35:48,574 INFO [train.py:927] (4/8) Epoch 10, batch 10300, libri_loss[loss=0.1847, simple_loss=0.2758, pruned_loss=0.04682, over 12450.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006023, over 32.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.2719, pruned_loss=0.05269, over 2475194.69 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06996, over 20229.29 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2922, pruned_loss=0.05683, over 2453675.31 frames. utt_duration=1258 frames, utt_pad_proportion=0.0592, over 7809.82 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2711, pruned_loss=0.05262, over 2475598.44 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06914, over 21651.71 utterances.], batch size: 32, lr: 3.68e-04
2022-08-26 04:37:32,393 INFO [train.py:927] (4/8) Epoch 10, batch 10350, giga_loss[loss=0.1489, simple_loss=0.2277, pruned_loss=0.03506, over 12375.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03962, over 145.00 utterances.], tot_loss[loss=0.1838, simple_loss=0.2665, pruned_loss=0.05051, over 2474223.69 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06802, over 19782.52 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2918, pruned_loss=0.05667, over 2453710.22 frames. utt_duration=1262 frames, utt_pad_proportion=0.05861, over 7783.80 utterances.], giga_tot_loss[loss=0.1835, simple_loss=0.266, pruned_loss=0.05053, over 2474793.79 frames. utt_duration=470.8 frames, utt_pad_proportion=0.0677, over 21091.81 utterances.], batch size: 145, lr: 3.68e-04
2022-08-26 04:39:13,250 INFO [train.py:927] (4/8) Epoch 10, batch 10400, giga_loss[loss=0.1575, simple_loss=0.2406, pruned_loss=0.03722, over 12398.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.02976, over 62.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2618, pruned_loss=0.04847, over 2473940.11 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06643, over 18799.50 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2913, pruned_loss=0.05646, over 2454027.47 frames. utt_duration=1263 frames, utt_pad_proportion=0.0573, over 7778.36 utterances.], giga_tot_loss[loss=0.1788, simple_loss=0.2608, pruned_loss=0.04843, over 2474834.98 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06679, over 20269.04 utterances.], batch size: 62, lr: 3.67e-04
2022-08-26 04:40:57,666 INFO [train.py:927] (4/8) Epoch 10, batch 10450, giga_loss[loss=0.2357, simple_loss=0.3256, pruned_loss=0.07289, over 12405.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.02543, over 91.00 utterances.], tot_loss[loss=0.1792, simple_loss=0.2612, pruned_loss=0.04862, over 2474194.86 frames. utt_duration=502.2 frames, utt_pad_proportion=0.07257, over 19764.66 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2909, pruned_loss=0.05624, over 2454144.07 frames. utt_duration=1268 frames, utt_pad_proportion=0.05673, over 7752.81 utterances.], giga_tot_loss[loss=0.1789, simple_loss=0.2604, pruned_loss=0.04867, over 2475071.13 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07276, over 21109.46 utterances.], batch size: 91, lr: 3.67e-04
2022-08-26 04:42:40,283 INFO [train.py:927] (4/8) Epoch 10, batch 10500, giga_loss[loss=0.2241, simple_loss=0.3079, pruned_loss=0.0702, over 12384.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.03119, over 51.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2726, pruned_loss=0.05426, over 2474533.66 frames. utt_duration=492.3 frames, utt_pad_proportion=0.0733, over 20164.66 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2908, pruned_loss=0.05614, over 2454378.33 frames. utt_duration=1269 frames, utt_pad_proportion=0.05613, over 7746.58 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2717, pruned_loss=0.05429, over 2475276.62 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07366, over 21381.10 utterances.], batch size: 51, lr: 3.67e-04
2022-08-26 04:44:22,271 INFO [train.py:927] (4/8) Epoch 10, batch 10550, giga_loss[loss=0.2041, simple_loss=0.2936, pruned_loss=0.05728, over 12288.00 frames. utt_duration=911.8 frames, utt_pad_proportion=0.02582, over 54.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2805, pruned_loss=0.057, over 2474053.84 frames. utt_duration=505.5 frames, utt_pad_proportion=0.07475, over 19633.72 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2908, pruned_loss=0.05612, over 2454811.91 frames. utt_duration=1271 frames, utt_pad_proportion=0.05503, over 7736.38 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2794, pruned_loss=0.05702, over 2474792.61 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07543, over 20926.45 utterances.], batch size: 54, lr: 3.67e-04
2022-08-26 04:46:05,524 INFO [train.py:927] (4/8) Epoch 10, batch 10600, giga_loss[loss=0.1959, simple_loss=0.2827, pruned_loss=0.05458, over 12479.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03888, over 31.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2844, pruned_loss=0.0581, over 2473273.00 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07253, over 19039.73 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.291, pruned_loss=0.05632, over 2455159.62 frames. utt_duration=1274 frames, utt_pad_proportion=0.05296, over 7718.02 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2829, pruned_loss=0.05801, over 2474416.78 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07423, over 20648.95 utterances.], batch size: 31, lr: 3.67e-04
2022-08-26 04:47:48,887 INFO [train.py:927] (4/8) Epoch 10, batch 10650, giga_loss[loss=0.2036, simple_loss=0.2888, pruned_loss=0.05918, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04991, over 34.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2878, pruned_loss=0.06015, over 2472626.25 frames. utt_duration=533.9 frames, utt_pad_proportion=0.07236, over 18577.11 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2911, pruned_loss=0.05633, over 2455349.82 frames. utt_duration=1275 frames, utt_pad_proportion=0.05274, over 7714.43 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2866, pruned_loss=0.06007, over 2473438.40 frames. utt_duration=499 frames, utt_pad_proportion=0.07386, over 19886.88 utterances.], batch size: 34, lr: 3.67e-04
2022-08-26 04:49:29,347 INFO [train.py:927] (4/8) Epoch 10, batch 10700, giga_loss[loss=0.2637, simple_loss=0.3576, pruned_loss=0.0849, over 12349.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03245, over 97.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2947, pruned_loss=0.06324, over 2472450.05 frames. utt_duration=518.8 frames, utt_pad_proportion=0.07233, over 19116.46 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2918, pruned_loss=0.05652, over 2455184.01 frames. utt_duration=1273 frames, utt_pad_proportion=0.05255, over 7722.33 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2931, pruned_loss=0.06313, over 2473629.03 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07375, over 20408.06 utterances.], batch size: 97, lr: 3.67e-04
2022-08-26 04:51:18,119 INFO [train.py:927] (4/8) Epoch 10, batch 10750, giga_loss[loss=0.2254, simple_loss=0.3135, pruned_loss=0.06869, over 12305.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04931, over 26.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2987, pruned_loss=0.06446, over 2472769.92 frames. utt_duration=528.5 frames, utt_pad_proportion=0.07044, over 18766.39 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2922, pruned_loss=0.0566, over 2455116.75 frames. utt_duration=1275 frames, utt_pad_proportion=0.05213, over 7714.14 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2971, pruned_loss=0.06438, over 2473925.62 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07192, over 19895.50 utterances.], batch size: 26, lr: 3.67e-04
2022-08-26 04:52:59,175 INFO [train.py:927] (4/8) Epoch 10, batch 10800, giga_loss[loss=0.1968, simple_loss=0.286, pruned_loss=0.05383, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04117, over 31.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3015, pruned_loss=0.0646, over 2472650.56 frames. utt_duration=526.5 frames, utt_pad_proportion=0.07377, over 18838.13 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2931, pruned_loss=0.05667, over 2455695.43 frames. utt_duration=1278 frames, utt_pad_proportion=0.0507, over 7694.35 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2997, pruned_loss=0.06474, over 2473595.70 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07543, over 20101.59 utterances.], batch size: 31, lr: 3.67e-04
2022-08-26 04:54:42,101 INFO [train.py:927] (4/8) Epoch 10, batch 10850, giga_loss[loss=0.2115, simple_loss=0.2983, pruned_loss=0.06235, over 12424.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03346, over 80.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3019, pruned_loss=0.06392, over 2471922.05 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06913, over 17424.75 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.293, pruned_loss=0.05671, over 2456009.21 frames. utt_duration=1281 frames, utt_pad_proportion=0.04991, over 7679.58 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.3007, pruned_loss=0.06415, over 2472672.87 frames. utt_duration=532.4 frames, utt_pad_proportion=0.07126, over 18629.47 utterances.], batch size: 80, lr: 3.67e-04
2022-08-26 04:56:25,195 INFO [train.py:927] (4/8) Epoch 10, batch 10900, giga_loss[loss=0.2633, simple_loss=0.331, pruned_loss=0.09778, over 12421.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03319, over 80.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3024, pruned_loss=0.06485, over 2472545.35 frames. utt_duration=587 frames, utt_pad_proportion=0.06627, over 16890.73 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2927, pruned_loss=0.05665, over 2456455.78 frames. utt_duration=1285 frames, utt_pad_proportion=0.04918, over 7656.14 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3019, pruned_loss=0.06521, over 2473030.85 frames. utt_duration=549.8 frames, utt_pad_proportion=0.0686, over 18040.75 utterances.], batch size: 80, lr: 3.67e-04
2022-08-26 04:58:10,005 INFO [train.py:927] (4/8) Epoch 10, batch 10950, giga_loss[loss=0.2283, simple_loss=0.3004, pruned_loss=0.0781, over 12386.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03458, over 80.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3031, pruned_loss=0.06682, over 2472088.50 frames. utt_duration=596.7 frames, utt_pad_proportion=0.06294, over 16613.44 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2925, pruned_loss=0.05655, over 2456461.78 frames. utt_duration=1285 frames, utt_pad_proportion=0.04889, over 7652.56 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3029, pruned_loss=0.06729, over 2472615.26 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06516, over 17604.97 utterances.], batch size: 80, lr: 3.67e-04
2022-08-26 04:59:54,073 INFO [train.py:927] (4/8) Epoch 10, batch 11000, giga_loss[loss=0.1994, simple_loss=0.2827, pruned_loss=0.05801, over 12452.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.0293, over 80.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3011, pruned_loss=0.0666, over 2472384.71 frames. utt_duration=600.4 frames, utt_pad_proportion=0.06404, over 16513.09 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2927, pruned_loss=0.05673, over 2457085.87 frames. utt_duration=1276 frames, utt_pad_proportion=0.05198, over 7712.82 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3011, pruned_loss=0.06708, over 2472669.21 frames. utt_duration=567 frames, utt_pad_proportion=0.0647, over 17488.88 utterances.], batch size: 80, lr: 3.67e-04
2022-08-26 05:01:38,674 INFO [train.py:927] (4/8) Epoch 10, batch 11050, giga_loss[loss=0.2046, simple_loss=0.2811, pruned_loss=0.06409, over 12424.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03157, over 80.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3003, pruned_loss=0.0659, over 2473268.68 frames. utt_duration=582 frames, utt_pad_proportion=0.06682, over 17042.21 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2929, pruned_loss=0.05687, over 2457421.81 frames. utt_duration=1264 frames, utt_pad_proportion=0.05601, over 7787.26 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3002, pruned_loss=0.06633, over 2473481.27 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06568, over 17903.60 utterances.], batch size: 80, lr: 3.67e-04
2022-08-26 05:03:22,858 INFO [train.py:927] (4/8) Epoch 10, batch 11100, giga_loss[loss=0.2029, simple_loss=0.2835, pruned_loss=0.06112, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03157, over 58.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2969, pruned_loss=0.06471, over 2472986.00 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06691, over 17757.54 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2927, pruned_loss=0.05683, over 2457460.12 frames. utt_duration=1265 frames, utt_pad_proportion=0.05552, over 7777.59 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2971, pruned_loss=0.0652, over 2473333.91 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06632, over 18592.70 utterances.], batch size: 58, lr: 3.67e-04
2022-08-26 05:05:07,827 INFO [train.py:927] (4/8) Epoch 10, batch 11150, giga_loss[loss=0.1845, simple_loss=0.2724, pruned_loss=0.04832, over 12437.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03268, over 75.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2924, pruned_loss=0.06325, over 2473838.99 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06493, over 18002.75 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2927, pruned_loss=0.05675, over 2457949.73 frames. utt_duration=1268 frames, utt_pad_proportion=0.05464, over 7764.16 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2926, pruned_loss=0.06383, over 2473956.04 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06493, over 18862.63 utterances.], batch size: 75, lr: 3.67e-04
2022-08-26 05:06:52,211 INFO [train.py:927] (4/8) Epoch 10, batch 11200, giga_loss[loss=0.1863, simple_loss=0.274, pruned_loss=0.04928, over 12426.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04207, over 146.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2933, pruned_loss=0.06362, over 2473910.55 frames. utt_duration=523.1 frames, utt_pad_proportion=0.07129, over 18971.94 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2939, pruned_loss=0.05713, over 2458124.07 frames. utt_duration=1257 frames, utt_pad_proportion=0.05793, over 7831.17 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2924, pruned_loss=0.06387, over 2474138.95 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07008, over 19798.52 utterances.], batch size: 146, lr: 3.67e-04
2022-08-26 05:08:36,175 INFO [train.py:927] (4/8) Epoch 10, batch 11250, giga_loss[loss=0.2059, simple_loss=0.2884, pruned_loss=0.06171, over 12456.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.03853, over 114.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.291, pruned_loss=0.06264, over 2473165.89 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06542, over 17707.96 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2941, pruned_loss=0.05718, over 2458041.45 frames. utt_duration=1258 frames, utt_pad_proportion=0.05773, over 7823.01 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.29, pruned_loss=0.06281, over 2473498.90 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06472, over 18411.29 utterances.], batch size: 114, lr: 3.67e-04
2022-08-26 05:10:19,768 INFO [train.py:927] (4/8) Epoch 10, batch 11300, giga_loss[loss=0.1902, simple_loss=0.268, pruned_loss=0.05625, over 12415.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04055, over 34.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2877, pruned_loss=0.06119, over 2472926.44 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06226, over 16812.26 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.294, pruned_loss=0.05718, over 2458389.65 frames. utt_duration=1252 frames, utt_pad_proportion=0.06031, over 7862.78 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2869, pruned_loss=0.06146, over 2473337.53 frames. utt_duration=562.6 frames, utt_pad_proportion=0.06072, over 17631.63 utterances.], batch size: 34, lr: 3.67e-04
2022-08-26 05:12:00,768 INFO [train.py:927] (4/8) Epoch 10, batch 11350, giga_loss[loss=0.1942, simple_loss=0.2764, pruned_loss=0.05605, over 12287.00 frames. utt_duration=849.1 frames, utt_pad_proportion=0.03624, over 58.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2832, pruned_loss=0.0589, over 2472649.70 frames. utt_duration=614.9 frames, utt_pad_proportion=0.05735, over 16123.50 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2939, pruned_loss=0.05719, over 2458294.31 frames. utt_duration=1255 frames, utt_pad_proportion=0.05965, over 7842.92 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2825, pruned_loss=0.05915, over 2473251.06 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05656, over 16905.35 utterances.], batch size: 58, lr: 3.67e-04
2022-08-26 05:13:41,584 INFO [train.py:927] (4/8) Epoch 10, batch 11400, giga_loss[loss=0.1917, simple_loss=0.2572, pruned_loss=0.0631, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02609, over 48.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2806, pruned_loss=0.05817, over 2473018.27 frames. utt_duration=636.6 frames, utt_pad_proportion=0.05282, over 15575.96 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2941, pruned_loss=0.05733, over 2458798.89 frames. utt_duration=1256 frames, utt_pad_proportion=0.05849, over 7837.99 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2797, pruned_loss=0.05829, over 2473371.54 frames. utt_duration=605.5 frames, utt_pad_proportion=0.05282, over 16379.47 utterances.], batch size: 48, lr: 3.67e-04
2022-08-26 05:15:24,518 INFO [train.py:927] (4/8) Epoch 10, batch 11450, giga_loss[loss=0.1987, simple_loss=0.2849, pruned_loss=0.05625, over 12342.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03107, over 85.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2777, pruned_loss=0.0574, over 2471772.22 frames. utt_duration=662.5 frames, utt_pad_proportion=0.05022, over 14958.81 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2938, pruned_loss=0.05725, over 2458884.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05786, over 7816.54 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2769, pruned_loss=0.05755, over 2472157.89 frames. utt_duration=631 frames, utt_pad_proportion=0.05057, over 15708.13 utterances.], batch size: 85, lr: 3.67e-04
2022-08-26 05:17:07,806 INFO [train.py:927] (4/8) Epoch 10, batch 11500, giga_loss[loss=0.1886, simple_loss=0.2641, pruned_loss=0.05651, over 12479.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03617, over 37.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2786, pruned_loss=0.0579, over 2471592.65 frames. utt_duration=639 frames, utt_pad_proportion=0.05444, over 15508.66 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2938, pruned_loss=0.05718, over 2459198.33 frames. utt_duration=1263 frames, utt_pad_proportion=0.057, over 7798.31 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2777, pruned_loss=0.05809, over 2471848.00 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05487, over 16255.90 utterances.], batch size: 37, lr: 3.67e-04
2022-08-26 05:18:51,499 INFO [train.py:927] (4/8) Epoch 10, batch 11550, libri_loss[loss=0.1775, simple_loss=0.2654, pruned_loss=0.04483, over 12195.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.0114, over 29.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2823, pruned_loss=0.06021, over 2471358.10 frames. utt_duration=631 frames, utt_pad_proportion=0.0557, over 15702.40 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2935, pruned_loss=0.05706, over 2459109.38 frames. utt_duration=1267 frames, utt_pad_proportion=0.05619, over 7770.53 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2817, pruned_loss=0.06051, over 2471872.29 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05633, over 16467.08 utterances.], batch size: 29, lr: 3.67e-04
2022-08-26 05:20:34,457 INFO [train.py:927] (4/8) Epoch 10, batch 11600, giga_loss[loss=0.2419, simple_loss=0.3383, pruned_loss=0.07275, over 12345.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03308, over 58.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2891, pruned_loss=0.06349, over 2472302.20 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06263, over 16795.64 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2936, pruned_loss=0.05718, over 2459088.09 frames. utt_duration=1273 frames, utt_pad_proportion=0.05529, over 7738.58 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2883, pruned_loss=0.06373, over 2473035.51 frames. utt_duration=562.4 frames, utt_pad_proportion=0.06327, over 17635.41 utterances.], batch size: 58, lr: 3.67e-04
2022-08-26 05:22:17,802 INFO [train.py:927] (4/8) Epoch 10, batch 11650, giga_loss[loss=0.2162, simple_loss=0.306, pruned_loss=0.06323, over 12479.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.029, over 55.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2949, pruned_loss=0.06627, over 2472749.83 frames. utt_duration=541.2 frames, utt_pad_proportion=0.07518, over 18327.30 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2937, pruned_loss=0.05733, over 2459044.58 frames. utt_duration=1276 frames, utt_pad_proportion=0.05404, over 7715.73 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2941, pruned_loss=0.06652, over 2473718.53 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07566, over 19266.99 utterances.], batch size: 55, lr: 3.67e-04
2022-08-26 05:23:58,794 INFO [train.py:927] (4/8) Epoch 10, batch 11700, giga_loss[loss=0.212, simple_loss=0.3126, pruned_loss=0.05567, over 12318.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.03191, over 66.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2976, pruned_loss=0.06681, over 2472915.94 frames. utt_duration=527.8 frames, utt_pad_proportion=0.07521, over 18793.58 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2929, pruned_loss=0.05693, over 2459681.65 frames. utt_duration=1286 frames, utt_pad_proportion=0.05259, over 7660.63 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.298, pruned_loss=0.06786, over 2473781.31 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07647, over 20115.07 utterances.], batch size: 66, lr: 3.67e-04
2022-08-26 05:25:39,366 INFO [train.py:927] (4/8) Epoch 10, batch 11750, giga_loss[loss=0.1995, simple_loss=0.2855, pruned_loss=0.05671, over 12378.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.03332, over 104.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2954, pruned_loss=0.06412, over 2472757.04 frames. utt_duration=553.8 frames, utt_pad_proportion=0.07058, over 17908.02 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2924, pruned_loss=0.05674, over 2459562.82 frames. utt_duration=1278 frames, utt_pad_proportion=0.05603, over 7710.13 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2962, pruned_loss=0.06535, over 2473889.49 frames. utt_duration=516.9 frames, utt_pad_proportion=0.07088, over 19197.83 utterances.], batch size: 104, lr: 3.66e-04
2022-08-26 05:27:21,673 INFO [train.py:927] (4/8) Epoch 10, batch 11800, giga_loss[loss=0.2287, simple_loss=0.3078, pruned_loss=0.07473, over 12362.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.0287, over 91.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.296, pruned_loss=0.06392, over 2473198.35 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06547, over 17466.53 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2925, pruned_loss=0.05668, over 2460079.28 frames. utt_duration=1276 frames, utt_pad_proportion=0.05539, over 7717.98 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2966, pruned_loss=0.06507, over 2473866.75 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06635, over 18664.55 utterances.], batch size: 91, lr: 3.66e-04
2022-08-26 05:29:05,421 INFO [train.py:927] (4/8) Epoch 10, batch 11850, libri_loss[loss=0.2965, simple_loss=0.3774, pruned_loss=0.1078, over 12395.00 frames. utt_duration=436.4 frames, utt_pad_proportion=0.3192, over 114.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2988, pruned_loss=0.06553, over 2472199.64 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06865, over 17464.47 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2925, pruned_loss=0.05661, over 2460065.41 frames. utt_duration=1268 frames, utt_pad_proportion=0.05813, over 7770.24 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2994, pruned_loss=0.06674, over 2473145.78 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06816, over 18679.89 utterances.], batch size: 114, lr: 3.66e-04
2022-08-26 05:30:47,760 INFO [train.py:927] (4/8) Epoch 10, batch 11900, giga_loss[loss=0.2212, simple_loss=0.3015, pruned_loss=0.07048, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03401, over 39.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3008, pruned_loss=0.06679, over 2471822.94 frames. utt_duration=569 frames, utt_pad_proportion=0.06724, over 17421.67 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2926, pruned_loss=0.05662, over 2460484.68 frames. utt_duration=1273 frames, utt_pad_proportion=0.05615, over 7738.90 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3015, pruned_loss=0.06823, over 2472732.81 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06787, over 18903.08 utterances.], batch size: 39, lr: 3.66e-04
2022-08-26 05:32:30,278 INFO [train.py:927] (4/8) Epoch 10, batch 11950, giga_loss[loss=0.2027, simple_loss=0.2956, pruned_loss=0.05491, over 12411.00 frames. utt_duration=710.5 frames, utt_pad_proportion=0.02544, over 70.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3012, pruned_loss=0.06701, over 2472754.11 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06446, over 16909.08 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2923, pruned_loss=0.05653, over 2460943.95 frames. utt_duration=1274 frames, utt_pad_proportion=0.05519, over 7733.75 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3022, pruned_loss=0.06851, over 2473388.73 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06565, over 18350.26 utterances.], batch size: 70, lr: 3.66e-04
2022-08-26 05:34:13,986 INFO [train.py:927] (4/8) Epoch 10, batch 12000, libri_loss[loss=0.1823, simple_loss=0.2744, pruned_loss=0.0451, over 12297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005616, over 32.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3018, pruned_loss=0.06721, over 2473606.95 frames. utt_duration=612 frames, utt_pad_proportion=0.06421, over 16207.75 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2927, pruned_loss=0.05669, over 2461418.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.05489, over 7760.06 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3025, pruned_loss=0.06857, over 2473999.95 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06549, over 17582.98 utterances.], batch size: 32, lr: 3.66e-04
2022-08-26 05:34:13,987 INFO [train.py:958] (4/8) Computing validation loss
2022-08-26 05:34:27,520 INFO [train.py:967] (4/8) Epoch 10, validation: loss=0.1874, simple_loss=0.2927, pruned_loss=0.04104, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 05:36:08,607 INFO [train.py:927] (4/8) Epoch 10, batch 12050, giga_loss[loss=0.2118, simple_loss=0.2943, pruned_loss=0.06469, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02961, over 45.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3024, pruned_loss=0.06714, over 2473454.15 frames. utt_duration=624.3 frames, utt_pad_proportion=0.06026, over 15886.90 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2929, pruned_loss=0.0568, over 2461460.48 frames. utt_duration=1269 frames, utt_pad_proportion=0.0545, over 7767.55 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3031, pruned_loss=0.06852, over 2474213.61 frames. utt_duration=573.3 frames, utt_pad_proportion=0.06187, over 17307.45 utterances.], batch size: 45, lr: 3.66e-04
2022-08-26 05:37:49,639 INFO [train.py:927] (4/8) Epoch 10, batch 12100, giga_loss[loss=0.2156, simple_loss=0.3015, pruned_loss=0.06489, over 12374.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.302, pruned_loss=0.06745, over 2472705.80 frames. utt_duration=631.5 frames, utt_pad_proportion=0.05956, over 15701.09 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.293, pruned_loss=0.05696, over 2461397.09 frames. utt_duration=1259 frames, utt_pad_proportion=0.05794, over 7829.67 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3028, pruned_loss=0.06875, over 2473745.68 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05945, over 17042.17 utterances.], batch size: 62, lr: 3.66e-04
2022-08-26 05:39:31,038 INFO [train.py:927] (4/8) Epoch 10, batch 12150, giga_loss[loss=0.2318, simple_loss=0.3182, pruned_loss=0.07268, over 12416.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03692, over 113.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3016, pruned_loss=0.06799, over 2472015.01 frames. utt_duration=634.7 frames, utt_pad_proportion=0.0599, over 15617.05 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2932, pruned_loss=0.05718, over 2461613.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05786, over 7845.06 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3022, pruned_loss=0.06902, over 2472841.25 frames. utt_duration=589.7 frames, utt_pad_proportion=0.05984, over 16815.29 utterances.], batch size: 113, lr: 3.66e-04
2022-08-26 05:41:10,670 INFO [train.py:927] (4/8) Epoch 10, batch 12200, giga_loss[loss=0.1981, simple_loss=0.2785, pruned_loss=0.05884, over 12342.00 frames. utt_duration=1764 frames, utt_pad_proportion=0.02836, over 28.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3024, pruned_loss=0.06874, over 2472190.03 frames. utt_duration=641 frames, utt_pad_proportion=0.05936, over 15464.29 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.05728, over 2461446.89 frames. utt_duration=1254 frames, utt_pad_proportion=0.0609, over 7863.54 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3035, pruned_loss=0.0699, over 2473410.95 frames. utt_duration=592.9 frames, utt_pad_proportion=0.05799, over 16729.96 utterances.], batch size: 28, lr: 3.66e-04
2022-08-26 05:42:54,396 INFO [train.py:927] (4/8) Epoch 10, batch 12250, giga_loss[loss=0.2516, simple_loss=0.3237, pruned_loss=0.08977, over 12423.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04864, over 161.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3023, pruned_loss=0.06815, over 2472092.58 frames. utt_duration=651.5 frames, utt_pad_proportion=0.05876, over 15213.86 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.293, pruned_loss=0.05737, over 2461775.97 frames. utt_duration=1257 frames, utt_pad_proportion=0.05958, over 7842.57 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3034, pruned_loss=0.06936, over 2473100.16 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05822, over 16487.45 utterances.], batch size: 161, lr: 3.66e-04
2022-08-26 05:44:37,380 INFO [train.py:927] (4/8) Epoch 10, batch 12300, giga_loss[loss=0.219, simple_loss=0.2988, pruned_loss=0.06958, over 12388.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04097, over 133.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3023, pruned_loss=0.06861, over 2472706.66 frames. utt_duration=616.5 frames, utt_pad_proportion=0.06196, over 16081.74 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2931, pruned_loss=0.05749, over 2461947.09 frames. utt_duration=1259 frames, utt_pad_proportion=0.05886, over 7832.00 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3033, pruned_loss=0.06959, over 2473486.43 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06164, over 17198.56 utterances.], batch size: 133, lr: 3.66e-04
2022-08-26 05:46:20,422 INFO [train.py:927] (4/8) Epoch 10, batch 12350, giga_loss[loss=0.2217, simple_loss=0.301, pruned_loss=0.07121, over 12404.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03441, over 80.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3, pruned_loss=0.06762, over 2472703.32 frames. utt_duration=625 frames, utt_pad_proportion=0.05832, over 15864.03 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2931, pruned_loss=0.05746, over 2462072.35 frames. utt_duration=1259 frames, utt_pad_proportion=0.05864, over 7832.84 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3007, pruned_loss=0.06846, over 2473256.71 frames. utt_duration=591.4 frames, utt_pad_proportion=0.05835, over 16769.48 utterances.], batch size: 80, lr: 3.66e-04
2022-08-26 05:48:00,896 INFO [train.py:927] (4/8) Epoch 10, batch 12400, giga_loss[loss=0.228, simple_loss=0.309, pruned_loss=0.07352, over 12388.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07395, over 212.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2977, pruned_loss=0.06657, over 2471263.78 frames. utt_duration=630 frames, utt_pad_proportion=0.06403, over 15728.55 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2938, pruned_loss=0.05802, over 2462372.06 frames. utt_duration=1246 frames, utt_pad_proportion=0.06239, over 7913.59 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2978, pruned_loss=0.06703, over 2471749.86 frames. utt_duration=596.2 frames, utt_pad_proportion=0.06212, over 16625.68 utterances.], batch size: 212, lr: 3.66e-04
2022-08-26 05:49:43,891 INFO [train.py:927] (4/8) Epoch 10, batch 12450, giga_loss[loss=0.1942, simple_loss=0.2789, pruned_loss=0.05475, over 12444.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03711, over 105.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2943, pruned_loss=0.06523, over 2471461.12 frames. utt_duration=617.4 frames, utt_pad_proportion=0.06336, over 16052.25 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2935, pruned_loss=0.05795, over 2462333.96 frames. utt_duration=1250 frames, utt_pad_proportion=0.06172, over 7892.01 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2947, pruned_loss=0.06576, over 2472021.36 frames. utt_duration=587.2 frames, utt_pad_proportion=0.06216, over 16882.04 utterances.], batch size: 105, lr: 3.66e-04
2022-08-26 05:51:23,190 INFO [train.py:927] (4/8) Epoch 10, batch 12500, giga_loss[loss=0.1844, simple_loss=0.2634, pruned_loss=0.05275, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03083, over 45.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2916, pruned_loss=0.06426, over 2471164.34 frames. utt_duration=604.1 frames, utt_pad_proportion=0.06317, over 16403.46 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.293, pruned_loss=0.05791, over 2461807.01 frames. utt_duration=1258 frames, utt_pad_proportion=0.06021, over 7837.60 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2923, pruned_loss=0.06494, over 2472382.49 frames. utt_duration=570 frames, utt_pad_proportion=0.06297, over 17395.50 utterances.], batch size: 45, lr: 3.66e-04
2022-08-26 05:53:08,642 INFO [train.py:927] (4/8) Epoch 10, batch 12550, giga_loss[loss=0.2086, simple_loss=0.2906, pruned_loss=0.0633, over 12449.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03423, over 86.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2913, pruned_loss=0.06416, over 2471691.17 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06584, over 16597.16 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05798, over 2462111.58 frames. utt_duration=1260 frames, utt_pad_proportion=0.05947, over 7828.09 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2918, pruned_loss=0.06472, over 2472509.10 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06591, over 17514.53 utterances.], batch size: 86, lr: 3.66e-04
2022-08-26 05:54:50,347 INFO [train.py:927] (4/8) Epoch 10, batch 12600, giga_loss[loss=0.1936, simple_loss=0.286, pruned_loss=0.05057, over 12445.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04094, over 114.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2928, pruned_loss=0.06383, over 2471883.47 frames. utt_duration=578.8 frames, utt_pad_proportion=0.06424, over 17127.28 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2931, pruned_loss=0.05795, over 2462010.22 frames. utt_duration=1263 frames, utt_pad_proportion=0.05883, over 7808.73 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2932, pruned_loss=0.0644, over 2472760.74 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06465, over 17997.80 utterances.], batch size: 114, lr: 3.66e-04
2022-08-26 05:56:30,668 INFO [train.py:927] (4/8) Epoch 10, batch 12650, giga_loss[loss=0.2114, simple_loss=0.3005, pruned_loss=0.06115, over 12406.00 frames. utt_duration=801.7 frames, utt_pad_proportion=0.02945, over 62.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2932, pruned_loss=0.06326, over 2472751.30 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06481, over 17925.16 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2928, pruned_loss=0.05803, over 2461977.08 frames. utt_duration=1266 frames, utt_pad_proportion=0.058, over 7791.16 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2937, pruned_loss=0.0638, over 2473782.94 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06547, over 18941.76 utterances.], batch size: 62, lr: 3.66e-04
2022-08-26 05:58:11,036 INFO [train.py:927] (4/8) Epoch 10, batch 12700, giga_loss[loss=0.2009, simple_loss=0.2847, pruned_loss=0.05856, over 12241.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03049, over 42.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2927, pruned_loss=0.06291, over 2472530.06 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06241, over 17807.93 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2927, pruned_loss=0.05821, over 2462017.67 frames. utt_duration=1270 frames, utt_pad_proportion=0.05678, over 7766.70 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2932, pruned_loss=0.06334, over 2473648.27 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06352, over 18915.71 utterances.], batch size: 42, lr: 3.66e-04
2022-08-26 05:59:59,071 INFO [train.py:927] (4/8) Epoch 10, batch 12750, giga_loss[loss=0.2089, simple_loss=0.2961, pruned_loss=0.0609, over 12368.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03062, over 62.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2942, pruned_loss=0.06349, over 2472807.71 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06802, over 18448.70 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2929, pruned_loss=0.0584, over 2462180.18 frames. utt_duration=1259 frames, utt_pad_proportion=0.06063, over 7831.65 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2945, pruned_loss=0.06376, over 2473758.50 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06729, over 19467.40 utterances.], batch size: 62, lr: 3.66e-04
2022-08-26 06:01:36,463 INFO [train.py:927] (4/8) Epoch 10, batch 12800, giga_loss[loss=0.2117, simple_loss=0.2958, pruned_loss=0.06375, over 12343.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03589, over 104.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2961, pruned_loss=0.06413, over 2472666.14 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06441, over 17810.65 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2931, pruned_loss=0.05875, over 2462039.90 frames. utt_duration=1261 frames, utt_pad_proportion=0.05946, over 7816.90 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2962, pruned_loss=0.06419, over 2473897.72 frames. utt_duration=523 frames, utt_pad_proportion=0.06453, over 18974.44 utterances.], batch size: 104, lr: 3.66e-04
2022-08-26 06:03:18,787 INFO [train.py:927] (4/8) Epoch 10, batch 12850, libri_loss[loss=0.1988, simple_loss=0.2675, pruned_loss=0.06503, over 12217.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009218, over 29.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2974, pruned_loss=0.06499, over 2472139.12 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06166, over 17307.51 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.293, pruned_loss=0.05903, over 2461907.56 frames. utt_duration=1255 frames, utt_pad_proportion=0.06229, over 7855.18 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2977, pruned_loss=0.06494, over 2473552.75 frames. utt_duration=537 frames, utt_pad_proportion=0.06086, over 18476.79 utterances.], batch size: 29, lr: 3.66e-04
2022-08-26 06:04:57,732 INFO [train.py:927] (4/8) Epoch 10, batch 12900, giga_loss[loss=0.192, simple_loss=0.2723, pruned_loss=0.05584, over 12339.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03041, over 48.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2977, pruned_loss=0.06553, over 2471864.94 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06107, over 17442.83 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.293, pruned_loss=0.05911, over 2461986.41 frames. utt_duration=1257 frames, utt_pad_proportion=0.06139, over 7841.13 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.298, pruned_loss=0.06554, over 2473118.41 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06078, over 18548.91 utterances.], batch size: 48, lr: 3.66e-04
2022-08-26 06:06:38,149 INFO [train.py:927] (4/8) Epoch 10, batch 12950, giga_loss[loss=0.1979, simple_loss=0.2881, pruned_loss=0.05384, over 12382.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04112, over 133.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2969, pruned_loss=0.0656, over 2472303.15 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06288, over 17560.59 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2934, pruned_loss=0.05955, over 2462301.45 frames. utt_duration=1260 frames, utt_pad_proportion=0.06026, over 7823.37 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.297, pruned_loss=0.06535, over 2473242.19 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06301, over 18674.09 utterances.], batch size: 133, lr: 3.66e-04
2022-08-26 06:08:19,424 INFO [train.py:927] (4/8) Epoch 10, batch 13000, giga_loss[loss=0.1826, simple_loss=0.2731, pruned_loss=0.04604, over 12378.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02622, over 66.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2953, pruned_loss=0.06453, over 2472586.50 frames. utt_duration=560.3 frames, utt_pad_proportion=0.0599, over 17700.67 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.293, pruned_loss=0.05952, over 2462562.67 frames. utt_duration=1264 frames, utt_pad_proportion=0.05964, over 7800.09 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2957, pruned_loss=0.06443, over 2473237.98 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06039, over 18736.51 utterances.], batch size: 66, lr: 3.66e-04
2022-08-26 06:09:58,884 INFO [train.py:927] (4/8) Epoch 10, batch 13050, giga_loss[loss=0.2168, simple_loss=0.3022, pruned_loss=0.06568, over 12420.00 frames. utt_duration=579.1 frames, utt_pad_proportion=0.03797, over 86.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2968, pruned_loss=0.06411, over 2473637.26 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05896, over 17975.59 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2936, pruned_loss=0.0601, over 2462829.29 frames. utt_duration=1262 frames, utt_pad_proportion=0.0597, over 7812.70 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2966, pruned_loss=0.06362, over 2474116.08 frames. utt_duration=523.2 frames, utt_pad_proportion=0.05938, over 18970.38 utterances.], batch size: 86, lr: 3.66e-04
2022-08-26 06:11:36,393 INFO [train.py:927] (4/8) Epoch 10, batch 13100, libri_loss[loss=0.2113, simple_loss=0.3079, pruned_loss=0.05737, over 12183.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009242, over 30.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2964, pruned_loss=0.06402, over 2473367.37 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05764, over 17722.05 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.294, pruned_loss=0.0601, over 2462791.55 frames. utt_duration=1267 frames, utt_pad_proportion=0.05857, over 7785.61 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.296, pruned_loss=0.06372, over 2474038.00 frames. utt_duration=528.6 frames, utt_pad_proportion=0.05846, over 18774.17 utterances.], batch size: 30, lr: 3.65e-04
2022-08-26 06:13:15,999 INFO [train.py:927] (4/8) Epoch 10, batch 13150, giga_loss[loss=0.208, simple_loss=0.2893, pruned_loss=0.06337, over 12336.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03295, over 85.00 utterances.], tot_loss[loss=0.212, simple_loss=0.295, pruned_loss=0.06444, over 2473521.34 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05546, over 17790.40 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2937, pruned_loss=0.06035, over 2462730.45 frames. utt_duration=1270 frames, utt_pad_proportion=0.05754, over 7767.47 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.295, pruned_loss=0.06411, over 2474435.04 frames. utt_duration=523.4 frames, utt_pad_proportion=0.0566, over 18964.01 utterances.], batch size: 85, lr: 3.65e-04
2022-08-26 06:14:57,009 INFO [train.py:927] (4/8) Epoch 10, batch 13200, libri_loss[loss=0.2373, simple_loss=0.3046, pruned_loss=0.08496, over 12471.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01306, over 40.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2949, pruned_loss=0.06537, over 2474338.78 frames. utt_duration=543.5 frames, utt_pad_proportion=0.05969, over 18259.68 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2942, pruned_loss=0.06108, over 2463088.99 frames. utt_duration=1257 frames, utt_pad_proportion=0.06064, over 7844.48 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2944, pruned_loss=0.06464, over 2475256.96 frames. utt_duration=506.5 frames, utt_pad_proportion=0.05919, over 19606.77 utterances.], batch size: 40, lr: 3.65e-04
2022-08-26 06:16:36,886 INFO [train.py:927] (4/8) Epoch 10, batch 13250, giga_loss[loss=0.188, simple_loss=0.2652, pruned_loss=0.05535, over 12398.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02876, over 58.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2917, pruned_loss=0.06391, over 2474350.03 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06041, over 18575.01 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2948, pruned_loss=0.0615, over 2463144.82 frames. utt_duration=1253 frames, utt_pad_proportion=0.06085, over 7875.24 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2909, pruned_loss=0.063, over 2475241.75 frames. utt_duration=501.3 frames, utt_pad_proportion=0.0599, over 19811.55 utterances.], batch size: 58, lr: 3.65e-04
2022-08-26 06:18:16,854 INFO [train.py:927] (4/8) Epoch 10, batch 13300, giga_loss[loss=0.1633, simple_loss=0.2444, pruned_loss=0.04112, over 12333.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03384, over 62.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2886, pruned_loss=0.06273, over 2474650.84 frames. utt_duration=548.6 frames, utt_pad_proportion=0.05901, over 18092.64 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2949, pruned_loss=0.06166, over 2463369.99 frames. utt_duration=1254 frames, utt_pad_proportion=0.06036, over 7865.51 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2877, pruned_loss=0.0619, over 2475256.59 frames. utt_duration=518.2 frames, utt_pad_proportion=0.05884, over 19162.46 utterances.], batch size: 62, lr: 3.65e-04
2022-08-26 06:19:56,775 INFO [train.py:927] (4/8) Epoch 10, batch 13350, giga_loss[loss=0.197, simple_loss=0.2881, pruned_loss=0.05295, over 12349.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02891, over 66.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.29, pruned_loss=0.06289, over 2475003.62 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06166, over 18063.88 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2953, pruned_loss=0.06213, over 2463499.39 frames. utt_duration=1243 frames, utt_pad_proportion=0.06431, over 7938.56 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.289, pruned_loss=0.06183, over 2475522.65 frames. utt_duration=523.4 frames, utt_pad_proportion=0.05987, over 18973.67 utterances.], batch size: 66, lr: 3.65e-04
2022-08-26 06:21:38,866 INFO [train.py:927] (4/8) Epoch 10, batch 13400, giga_loss[loss=0.2242, simple_loss=0.3153, pruned_loss=0.06654, over 12448.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03486, over 98.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2917, pruned_loss=0.06328, over 2475670.44 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06104, over 17733.45 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2953, pruned_loss=0.06229, over 2463933.55 frames. utt_duration=1248 frames, utt_pad_proportion=0.06311, over 7908.40 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2908, pruned_loss=0.06231, over 2475968.63 frames. utt_duration=531 frames, utt_pad_proportion=0.06003, over 18703.21 utterances.], batch size: 98, lr: 3.65e-04
2022-08-26 06:23:20,325 INFO [train.py:927] (4/8) Epoch 10, batch 13450, giga_loss[loss=0.2157, simple_loss=0.2941, pruned_loss=0.06869, over 12436.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.0304, over 80.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2946, pruned_loss=0.06492, over 2474956.02 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06033, over 17399.70 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2958, pruned_loss=0.06275, over 2464181.01 frames. utt_duration=1247 frames, utt_pad_proportion=0.06229, over 7913.10 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2934, pruned_loss=0.06378, over 2475165.72 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05983, over 18330.23 utterances.], batch size: 80, lr: 3.65e-04
2022-08-26 06:25:04,709 INFO [train.py:927] (4/8) Epoch 10, batch 13500, giga_loss[loss=0.2183, simple_loss=0.297, pruned_loss=0.06979, over 12374.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03187, over 62.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.299, pruned_loss=0.06838, over 2475024.14 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06828, over 17965.47 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2955, pruned_loss=0.06275, over 2464407.71 frames. utt_duration=1254 frames, utt_pad_proportion=0.06067, over 7867.82 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2983, pruned_loss=0.06759, over 2475338.52 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06811, over 19068.90 utterances.], batch size: 62, lr: 3.65e-04
2022-08-26 06:26:48,294 INFO [train.py:927] (4/8) Epoch 10, batch 13550, giga_loss[loss=0.2289, simple_loss=0.3092, pruned_loss=0.0743, over 12296.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02722, over 45.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3069, pruned_loss=0.07366, over 2474545.36 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06846, over 18880.46 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2956, pruned_loss=0.063, over 2464398.31 frames. utt_duration=1259 frames, utt_pad_proportion=0.05955, over 7836.41 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3064, pruned_loss=0.07296, over 2475034.13 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06878, over 20009.23 utterances.], batch size: 45, lr: 3.65e-04
2022-08-26 06:28:30,761 INFO [train.py:927] (4/8) Epoch 10, batch 13600, giga_loss[loss=0.3353, simple_loss=0.3955, pruned_loss=0.1376, over 12369.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07579, over 212.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3134, pruned_loss=0.07862, over 2474562.82 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06781, over 18882.90 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.296, pruned_loss=0.06355, over 2464589.48 frames. utt_duration=1253 frames, utt_pad_proportion=0.06144, over 7878.31 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3131, pruned_loss=0.07802, over 2475146.46 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06749, over 20151.05 utterances.], batch size: 212, lr: 3.65e-04
2022-08-26 06:30:13,458 INFO [train.py:927] (4/8) Epoch 10, batch 13650, libri_loss[loss=0.1938, simple_loss=0.2625, pruned_loss=0.06256, over 12428.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006331, over 30.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3171, pruned_loss=0.08207, over 2474951.56 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07275, over 19686.65 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2956, pruned_loss=0.0636, over 2464889.51 frames. utt_duration=1260 frames, utt_pad_proportion=0.05992, over 7831.33 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3179, pruned_loss=0.08211, over 2475457.86 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07281, over 21125.57 utterances.], batch size: 30, lr: 3.65e-04
2022-08-26 06:32:02,503 INFO [train.py:927] (4/8) Epoch 10, batch 13700, giga_loss[loss=0.382, simple_loss=0.4124, pruned_loss=0.1758, over 12347.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.323, pruned_loss=0.08789, over 2473484.89 frames. utt_duration=468.4 frames, utt_pad_proportion=0.08464, over 21191.10 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2957, pruned_loss=0.06381, over 2464359.03 frames. utt_duration=1263 frames, utt_pad_proportion=0.05901, over 7814.75 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.324, pruned_loss=0.08813, over 2474558.61 frames. utt_duration=439.9 frames, utt_pad_proportion=0.08438, over 22576.39 utterances.], batch size: 370, lr: 3.65e-04
2022-08-26 06:33:50,111 INFO [train.py:927] (4/8) Epoch 10, batch 13750, libri_loss[loss=0.2105, simple_loss=0.287, pruned_loss=0.06698, over 12234.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005765, over 31.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3284, pruned_loss=0.09287, over 2473212.37 frames. utt_duration=439.5 frames, utt_pad_proportion=0.09107, over 22581.68 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2969, pruned_loss=0.06452, over 2464374.74 frames. utt_duration=1263 frames, utt_pad_proportion=0.05829, over 7816.23 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.329, pruned_loss=0.09333, over 2474353.83 frames. utt_duration=410.5 frames, utt_pad_proportion=0.09114, over 24198.59 utterances.], batch size: 31, lr: 3.65e-04
2022-08-26 06:35:35,243 INFO [train.py:927] (4/8) Epoch 10, batch 13800, giga_loss[loss=0.2862, simple_loss=0.3554, pruned_loss=0.1086, over 12370.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03574, over 122.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3306, pruned_loss=0.09489, over 2473648.48 frames. utt_duration=424.6 frames, utt_pad_proportion=0.09222, over 23383.17 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2977, pruned_loss=0.06469, over 2464529.92 frames. utt_duration=1266 frames, utt_pad_proportion=0.05749, over 7798.09 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3311, pruned_loss=0.09562, over 2474556.94 frames. utt_duration=398 frames, utt_pad_proportion=0.09262, over 24963.31 utterances.], batch size: 122, lr: 3.65e-04
2022-08-26 06:37:18,601 INFO [train.py:927] (4/8) Epoch 10, batch 13850, giga_loss[loss=0.2194, simple_loss=0.2982, pruned_loss=0.07028, over 12429.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.03972, over 26.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3311, pruned_loss=0.09404, over 2474389.16 frames. utt_duration=428 frames, utt_pad_proportion=0.08926, over 23201.67 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2983, pruned_loss=0.06523, over 2465020.24 frames. utt_duration=1254 frames, utt_pad_proportion=0.06107, over 7869.95 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3315, pruned_loss=0.09467, over 2474845.33 frames. utt_duration=402.8 frames, utt_pad_proportion=0.08907, over 24663.77 utterances.], batch size: 26, lr: 3.65e-04
2022-08-26 06:39:05,461 INFO [train.py:927] (4/8) Epoch 10, batch 13900, giga_loss[loss=0.2317, simple_loss=0.3136, pruned_loss=0.07494, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02575, over 48.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3295, pruned_loss=0.09234, over 2474377.56 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08791, over 22874.08 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2982, pruned_loss=0.06557, over 2465222.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.05886, over 7838.83 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3314, pruned_loss=0.0938, over 2475013.43 frames. utt_duration=401 frames, utt_pad_proportion=0.0889, over 24777.62 utterances.], batch size: 48, lr: 3.65e-04
2022-08-26 06:40:53,129 INFO [train.py:927] (4/8) Epoch 10, batch 13950, giga_loss[loss=0.2127, simple_loss=0.2956, pruned_loss=0.06493, over 12371.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03089, over 58.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3287, pruned_loss=0.09045, over 2474604.08 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08608, over 23209.65 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2983, pruned_loss=0.0657, over 2465145.04 frames. utt_duration=1262 frames, utt_pad_proportion=0.05846, over 7824.49 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3304, pruned_loss=0.0917, over 2475252.86 frames. utt_duration=399.9 frames, utt_pad_proportion=0.08713, over 24851.05 utterances.], batch size: 58, lr: 3.65e-04
2022-08-26 06:42:38,953 INFO [train.py:927] (4/8) Epoch 10, batch 14000, giga_loss[loss=0.1982, simple_loss=0.2858, pruned_loss=0.05533, over 12370.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03112, over 62.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3254, pruned_loss=0.08781, over 2474969.78 frames. utt_duration=433.8 frames, utt_pad_proportion=0.08134, over 22899.22 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2985, pruned_loss=0.06597, over 2465220.56 frames. utt_duration=1261 frames, utt_pad_proportion=0.05807, over 7828.04 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3269, pruned_loss=0.08888, over 2475531.05 frames. utt_duration=407.6 frames, utt_pad_proportion=0.08268, over 24382.68 utterances.], batch size: 62, lr: 3.65e-04
2022-08-26 06:44:21,951 INFO [train.py:927] (4/8) Epoch 10, batch 14050, giga_loss[loss=0.2203, simple_loss=0.3017, pruned_loss=0.06948, over 12287.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02763, over 45.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3241, pruned_loss=0.08695, over 2474896.71 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07829, over 22587.13 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2987, pruned_loss=0.06603, over 2465374.69 frames. utt_duration=1263 frames, utt_pad_proportion=0.05761, over 7817.78 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3254, pruned_loss=0.08794, over 2475285.99 frames. utt_duration=415.6 frames, utt_pad_proportion=0.07971, over 23907.07 utterances.], batch size: 45, lr: 3.65e-04
2022-08-26 06:46:16,924 INFO [train.py:927] (4/8) Epoch 10, batch 14100, giga_loss[loss=0.3032, simple_loss=0.3533, pruned_loss=0.1266, over 12331.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2007, over 367.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3237, pruned_loss=0.08555, over 2474716.59 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07866, over 22412.50 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2989, pruned_loss=0.06617, over 2465598.14 frames. utt_duration=1259 frames, utt_pad_proportion=0.05798, over 7840.62 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3248, pruned_loss=0.08637, over 2474909.68 frames. utt_duration=421.7 frames, utt_pad_proportion=0.07971, over 23556.33 utterances.], batch size: 367, lr: 3.65e-04
2022-08-26 06:48:04,167 INFO [train.py:927] (4/8) Epoch 10, batch 14150, libri_loss[loss=0.1837, simple_loss=0.2592, pruned_loss=0.05416, over 12229.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.0392, over 27.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3231, pruned_loss=0.08417, over 2474829.23 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08588, over 22823.15 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2985, pruned_loss=0.06611, over 2465548.37 frames. utt_duration=1266 frames, utt_pad_proportion=0.05718, over 7801.98 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3248, pruned_loss=0.08532, over 2475250.37 frames. utt_duration=411.8 frames, utt_pad_proportion=0.08681, over 24127.16 utterances.], batch size: 27, lr: 3.65e-04
2022-08-26 06:49:49,508 INFO [train.py:927] (4/8) Epoch 10, batch 14200, giga_loss[loss=0.2381, simple_loss=0.3213, pruned_loss=0.07748, over 12361.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.0273, over 66.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3223, pruned_loss=0.08344, over 2474665.03 frames. utt_duration=441.4 frames, utt_pad_proportion=0.08652, over 22500.31 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2985, pruned_loss=0.06634, over 2465350.63 frames. utt_duration=1265 frames, utt_pad_proportion=0.05699, over 7805.89 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3242, pruned_loss=0.08453, over 2475374.14 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08755, over 23875.50 utterances.], batch size: 66, lr: 3.65e-04
2022-08-26 06:51:37,569 INFO [train.py:927] (4/8) Epoch 10, batch 14250, giga_loss[loss=0.2398, simple_loss=0.3121, pruned_loss=0.08377, over 12462.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03307, over 86.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3203, pruned_loss=0.08358, over 2474492.73 frames. utt_duration=442.1 frames, utt_pad_proportion=0.08567, over 22461.12 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2986, pruned_loss=0.06655, over 2465163.75 frames. utt_duration=1268 frames, utt_pad_proportion=0.05637, over 7788.86 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.322, pruned_loss=0.08448, over 2475367.82 frames. utt_duration=418.2 frames, utt_pad_proportion=0.08681, over 23759.91 utterances.], batch size: 86, lr: 3.65e-04
2022-08-26 06:53:25,061 INFO [train.py:927] (4/8) Epoch 10, batch 14300, giga_loss[loss=0.2153, simple_loss=0.3037, pruned_loss=0.06349, over 12183.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03094, over 39.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3185, pruned_loss=0.08187, over 2474520.06 frames. utt_duration=465.7 frames, utt_pad_proportion=0.08062, over 21318.96 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2986, pruned_loss=0.06669, over 2465614.46 frames. utt_duration=1264 frames, utt_pad_proportion=0.0563, over 7814.01 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3205, pruned_loss=0.08292, over 2475060.18 frames. utt_duration=437 frames, utt_pad_proportion=0.08214, over 22730.78 utterances.], batch size: 39, lr: 3.65e-04
2022-08-26 06:55:08,464 INFO [train.py:927] (4/8) Epoch 10, batch 14350, giga_loss[loss=0.2224, simple_loss=0.2966, pruned_loss=0.0741, over 12217.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03058, over 39.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3174, pruned_loss=0.0806, over 2475122.93 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07882, over 21111.27 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2985, pruned_loss=0.06666, over 2465674.86 frames. utt_duration=1267 frames, utt_pad_proportion=0.05546, over 7795.81 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3194, pruned_loss=0.08171, over 2475662.62 frames. utt_duration=442.1 frames, utt_pad_proportion=0.08052, over 22474.56 utterances.], batch size: 39, lr: 3.65e-04
2022-08-26 06:56:54,215 INFO [train.py:927] (4/8) Epoch 10, batch 14400, giga_loss[loss=0.2035, simple_loss=0.2905, pruned_loss=0.05826, over 12454.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03115, over 75.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3155, pruned_loss=0.07983, over 2475213.03 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07634, over 20878.03 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2988, pruned_loss=0.06696, over 2466020.93 frames. utt_duration=1263 frames, utt_pad_proportion=0.05543, over 7816.54 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3172, pruned_loss=0.08069, over 2475505.77 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07804, over 22178.10 utterances.], batch size: 75, lr: 3.65e-04
2022-08-26 06:58:38,945 INFO [train.py:927] (4/8) Epoch 10, batch 14450, giga_loss[loss=0.2406, simple_loss=0.3231, pruned_loss=0.07905, over 12356.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02675, over 66.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3146, pruned_loss=0.08029, over 2474248.91 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07515, over 20730.27 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2982, pruned_loss=0.06686, over 2465663.11 frames. utt_duration=1269 frames, utt_pad_proportion=0.05479, over 7779.50 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3168, pruned_loss=0.0813, over 2474954.95 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07688, over 22029.53 utterances.], batch size: 66, lr: 3.64e-04
2022-08-26 07:00:22,234 INFO [train.py:927] (4/8) Epoch 10, batch 14500, giga_loss[loss=0.2209, simple_loss=0.302, pruned_loss=0.06993, over 12400.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3139, pruned_loss=0.08066, over 2473882.59 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07264, over 20586.36 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2981, pruned_loss=0.06691, over 2465361.02 frames. utt_duration=1274 frames, utt_pad_proportion=0.05382, over 7749.25 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3161, pruned_loss=0.08172, over 2474917.93 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07458, over 21937.54 utterances.], batch size: 62, lr: 3.64e-04
2022-08-26 07:02:04,844 INFO [train.py:927] (4/8) Epoch 10, batch 14550, giga_loss[loss=0.2327, simple_loss=0.3171, pruned_loss=0.07411, over 12278.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02693, over 54.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3132, pruned_loss=0.07984, over 2473504.14 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07, over 19876.37 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2984, pruned_loss=0.06725, over 2465454.38 frames. utt_duration=1271 frames, utt_pad_proportion=0.05374, over 7767.15 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3149, pruned_loss=0.08069, over 2474426.13 frames. utt_duration=468 frames, utt_pad_proportion=0.07195, over 21213.28 utterances.], batch size: 54, lr: 3.64e-04
2022-08-26 07:03:46,294 INFO [train.py:927] (4/8) Epoch 10, batch 14600, giga_loss[loss=0.2089, simple_loss=0.2962, pruned_loss=0.06078, over 12410.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.02851, over 97.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3135, pruned_loss=0.07969, over 2473639.66 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06841, over 19855.07 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.298, pruned_loss=0.06729, over 2465664.84 frames. utt_duration=1277 frames, utt_pad_proportion=0.05254, over 7731.61 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3157, pruned_loss=0.08066, over 2474413.10 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07062, over 21281.05 utterances.], batch size: 97, lr: 3.64e-04
2022-08-26 07:05:30,611 INFO [train.py:927] (4/8) Epoch 10, batch 14650, libri_loss[loss=0.2294, simple_loss=0.3097, pruned_loss=0.07451, over 12471.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004327, over 35.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3136, pruned_loss=0.07953, over 2474100.20 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07211, over 19965.10 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2982, pruned_loss=0.06753, over 2466122.97 frames. utt_duration=1282 frames, utt_pad_proportion=0.0513, over 7706.01 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3155, pruned_loss=0.08042, over 2474511.06 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07426, over 21479.17 utterances.], batch size: 35, lr: 3.64e-04
2022-08-26 07:07:14,326 INFO [train.py:927] (4/8) Epoch 10, batch 14700, giga_loss[loss=0.2056, simple_loss=0.2967, pruned_loss=0.05726, over 12418.00 frames. utt_duration=754.2 frames, utt_pad_proportion=0.02429, over 66.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3152, pruned_loss=0.08109, over 2474324.42 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06697, over 19648.55 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2987, pruned_loss=0.0679, over 2466572.99 frames. utt_duration=1283 frames, utt_pad_proportion=0.05007, over 7701.54 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3169, pruned_loss=0.08185, over 2474481.66 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06967, over 21245.39 utterances.], batch size: 66, lr: 3.64e-04
2022-08-26 07:09:03,709 INFO [train.py:927] (4/8) Epoch 10, batch 14750, giga_loss[loss=0.2512, simple_loss=0.3292, pruned_loss=0.0866, over 12399.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3163, pruned_loss=0.08233, over 2474340.65 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06534, over 19291.16 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.2993, pruned_loss=0.06826, over 2466847.60 frames. utt_duration=1264 frames, utt_pad_proportion=0.05491, over 7817.75 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3173, pruned_loss=0.08279, over 2474329.05 frames. utt_duration=481.8 frames, utt_pad_proportion=0.06613, over 20603.59 utterances.], batch size: 146, lr: 3.64e-04
2022-08-26 07:10:46,844 INFO [train.py:927] (4/8) Epoch 10, batch 14800, giga_loss[loss=0.3, simple_loss=0.3631, pruned_loss=0.1184, over 12370.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1789, over 358.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3165, pruned_loss=0.08268, over 2474015.49 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07174, over 20648.06 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2993, pruned_loss=0.0683, over 2467021.30 frames. utt_duration=1266 frames, utt_pad_proportion=0.05379, over 7805.42 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3178, pruned_loss=0.0834, over 2474044.72 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07242, over 22033.30 utterances.], batch size: 358, lr: 3.64e-04
2022-08-26 07:12:29,701 INFO [train.py:927] (4/8) Epoch 10, batch 14850, giga_loss[loss=0.2606, simple_loss=0.3233, pruned_loss=0.099, over 12369.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3157, pruned_loss=0.08023, over 2474338.90 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06649, over 19818.70 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2995, pruned_loss=0.06831, over 2466920.75 frames. utt_duration=1268 frames, utt_pad_proportion=0.05294, over 7789.44 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3168, pruned_loss=0.08103, over 2474573.43 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06772, over 21154.45 utterances.], batch size: 258, lr: 3.64e-04
2022-08-26 07:14:15,240 INFO [train.py:927] (4/8) Epoch 10, batch 14900, giga_loss[loss=0.2179, simple_loss=0.3006, pruned_loss=0.06763, over 12365.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.04419, over 37.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3136, pruned_loss=0.07932, over 2474836.04 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06782, over 19676.55 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2997, pruned_loss=0.06855, over 2467219.36 frames. utt_duration=1258 frames, utt_pad_proportion=0.05634, over 7855.64 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3145, pruned_loss=0.07988, over 2474859.64 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06763, over 20820.31 utterances.], batch size: 37, lr: 3.64e-04
2022-08-26 07:15:58,106 INFO [train.py:927] (4/8) Epoch 10, batch 14950, giga_loss[loss=0.2924, simple_loss=0.3423, pruned_loss=0.1212, over 12347.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2019, over 368.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3153, pruned_loss=0.081, over 2475069.53 frames. utt_duration=490 frames, utt_pad_proportion=0.07139, over 20264.35 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2996, pruned_loss=0.06865, over 2467543.19 frames. utt_duration=1256 frames, utt_pad_proportion=0.05627, over 7868.61 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3165, pruned_loss=0.08164, over 2475003.25 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07121, over 21487.67 utterances.], batch size: 368, lr: 3.64e-04
2022-08-26 07:17:44,765 INFO [train.py:927] (4/8) Epoch 10, batch 15000, giga_loss[loss=0.2188, simple_loss=0.3116, pruned_loss=0.06297, over 12351.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03359, over 62.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3188, pruned_loss=0.08098, over 2475552.84 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07156, over 20753.13 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3, pruned_loss=0.0689, over 2467698.29 frames. utt_duration=1252 frames, utt_pad_proportion=0.05663, over 7892.79 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3196, pruned_loss=0.08138, over 2475427.30 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07133, over 21809.21 utterances.], batch size: 62, lr: 3.64e-04
2022-08-26 07:17:44,767 INFO [train.py:958] (4/8) Computing validation loss
2022-08-26 07:17:58,840 INFO [train.py:967] (4/8) Epoch 10, validation: loss=0.1773, simple_loss=0.288, pruned_loss=0.03327, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 07:19:41,502 INFO [train.py:927] (4/8) Epoch 10, batch 15050, giga_loss[loss=0.2257, simple_loss=0.3003, pruned_loss=0.07558, over 12344.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02963, over 85.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3191, pruned_loss=0.08078, over 2474407.13 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06683, over 19569.26 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3002, pruned_loss=0.06899, over 2467835.50 frames. utt_duration=1249 frames, utt_pad_proportion=0.05662, over 7911.32 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3198, pruned_loss=0.08117, over 2474282.24 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06692, over 20550.89 utterances.], batch size: 85, lr: 3.64e-04
2022-08-26 07:21:26,130 INFO [train.py:927] (4/8) Epoch 10, batch 15100, giga_loss[loss=0.2178, simple_loss=0.2994, pruned_loss=0.06812, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02865, over 48.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3191, pruned_loss=0.08224, over 2474148.61 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06848, over 19671.06 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3, pruned_loss=0.06916, over 2467654.41 frames. utt_duration=1255 frames, utt_pad_proportion=0.05482, over 7871.59 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3207, pruned_loss=0.08296, over 2474539.19 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06927, over 21042.60 utterances.], batch size: 48, lr: 3.64e-04
2022-08-26 07:23:13,025 INFO [train.py:927] (4/8) Epoch 10, batch 15150, giga_loss[loss=0.2261, simple_loss=0.3029, pruned_loss=0.07467, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03222, over 85.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3181, pruned_loss=0.08274, over 2474754.36 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07396, over 20565.01 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2999, pruned_loss=0.06921, over 2467335.23 frames. utt_duration=1255 frames, utt_pad_proportion=0.05443, over 7874.22 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3198, pruned_loss=0.08349, over 2475449.43 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07443, over 21855.36 utterances.], batch size: 85, lr: 3.64e-04
2022-08-26 07:24:55,025 INFO [train.py:927] (4/8) Epoch 10, batch 15200, giga_loss[loss=0.2595, simple_loss=0.3315, pruned_loss=0.09374, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04085, over 133.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3176, pruned_loss=0.08312, over 2474802.73 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07705, over 21072.28 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3001, pruned_loss=0.06933, over 2467451.55 frames. utt_duration=1256 frames, utt_pad_proportion=0.05422, over 7869.85 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3189, pruned_loss=0.08367, over 2475284.52 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07735, over 22134.69 utterances.], batch size: 133, lr: 3.64e-04
2022-08-26 07:26:40,231 INFO [train.py:927] (4/8) Epoch 10, batch 15250, giga_loss[loss=0.2479, simple_loss=0.3144, pruned_loss=0.09073, over 12461.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03727, over 40.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3168, pruned_loss=0.08299, over 2475270.54 frames. utt_duration=487.5 frames, utt_pad_proportion=0.0719, over 20372.86 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3005, pruned_loss=0.06967, over 2467375.92 frames. utt_duration=1253 frames, utt_pad_proportion=0.05394, over 7886.48 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3179, pruned_loss=0.08349, over 2475923.71 frames. utt_duration=460.8 frames, utt_pad_proportion=0.0727, over 21562.43 utterances.], batch size: 40, lr: 3.64e-04
2022-08-26 07:28:25,233 INFO [train.py:927] (4/8) Epoch 10, batch 15300, giga_loss[loss=0.2232, simple_loss=0.3124, pruned_loss=0.06704, over 12312.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02792, over 79.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3159, pruned_loss=0.08227, over 2474682.69 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07183, over 20316.12 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3003, pruned_loss=0.06958, over 2467360.78 frames. utt_duration=1254 frames, utt_pad_proportion=0.0534, over 7882.73 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3171, pruned_loss=0.08295, over 2475343.76 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07277, over 21472.88 utterances.], batch size: 79, lr: 3.64e-04
2022-08-26 07:30:08,960 INFO [train.py:927] (4/8) Epoch 10, batch 15350, libri_loss[loss=0.2831, simple_loss=0.3516, pruned_loss=0.1073, over 12454.00 frames. utt_duration=409.7 frames, utt_pad_proportion=0.3629, over 122.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3183, pruned_loss=0.08402, over 2475019.46 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07505, over 21241.31 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3006, pruned_loss=0.07011, over 2467724.02 frames. utt_duration=1232 frames, utt_pad_proportion=0.06213, over 8023.26 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3194, pruned_loss=0.08439, over 2475380.49 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07298, over 22335.53 utterances.], batch size: 122, lr: 3.64e-04
2022-08-26 07:31:55,317 INFO [train.py:927] (4/8) Epoch 10, batch 15400, giga_loss[loss=0.2078, simple_loss=0.296, pruned_loss=0.05981, over 12425.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0403, over 40.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3184, pruned_loss=0.08297, over 2475329.03 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07374, over 20896.81 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3006, pruned_loss=0.07011, over 2467724.02 frames. utt_duration=1232 frames, utt_pad_proportion=0.06213, over 8023.26 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3193, pruned_loss=0.08326, over 2475610.02 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07214, over 21748.45 utterances.], batch size: 40, lr: 3.64e-04
2022-08-26 07:33:41,077 INFO [train.py:927] (4/8) Epoch 10, batch 15450, giga_loss[loss=0.2783, simple_loss=0.3419, pruned_loss=0.1073, over 12423.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04659, over 161.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3199, pruned_loss=0.08264, over 2475259.99 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07951, over 21284.38 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3008, pruned_loss=0.07015, over 2467835.40 frames. utt_duration=1231 frames, utt_pad_proportion=0.06191, over 8026.14 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3205, pruned_loss=0.08288, over 2475422.01 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07816, over 21998.72 utterances.], batch size: 161, lr: 3.64e-04
2022-08-26 07:35:23,617 INFO [train.py:927] (4/8) Epoch 10, batch 15500, giga_loss[loss=0.2669, simple_loss=0.3421, pruned_loss=0.09581, over 12359.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06093, over 182.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3221, pruned_loss=0.08439, over 2474848.36 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07557, over 20785.61 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.301, pruned_loss=0.07028, over 2467865.20 frames. utt_duration=1223 frames, utt_pad_proportion=0.06539, over 8079.30 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3231, pruned_loss=0.08495, over 2475187.71 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07366, over 21776.58 utterances.], batch size: 182, lr: 3.64e-04
2022-08-26 07:37:07,806 INFO [train.py:927] (4/8) Epoch 10, batch 15550, giga_loss[loss=0.2841, simple_loss=0.3478, pruned_loss=0.1102, over 12403.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07687, over 213.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3219, pruned_loss=0.08448, over 2474204.60 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07425, over 20875.53 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3007, pruned_loss=0.07014, over 2467743.20 frames. utt_duration=1227 frames, utt_pad_proportion=0.06471, over 8055.26 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3232, pruned_loss=0.08522, over 2474663.56 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07304, over 21840.76 utterances.], batch size: 213, lr: 3.64e-04
2022-08-26 07:38:49,735 INFO [train.py:927] (4/8) Epoch 10, batch 15600, giga_loss[loss=0.2639, simple_loss=0.3481, pruned_loss=0.08987, over 12396.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03998, over 133.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3223, pruned_loss=0.08331, over 2474182.86 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07213, over 20423.87 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3013, pruned_loss=0.07054, over 2467878.54 frames. utt_duration=1218 frames, utt_pad_proportion=0.0681, over 8113.77 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3234, pruned_loss=0.08392, over 2474593.55 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07026, over 21482.80 utterances.], batch size: 133, lr: 3.64e-04
2022-08-26 07:40:33,249 INFO [train.py:927] (4/8) Epoch 10, batch 15650, giga_loss[loss=0.2321, simple_loss=0.3152, pruned_loss=0.07449, over 12390.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03054, over 62.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3226, pruned_loss=0.08289, over 2474109.47 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07138, over 20297.69 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3012, pruned_loss=0.07066, over 2467596.90 frames. utt_duration=1223 frames, utt_pad_proportion=0.06709, over 8083.72 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3239, pruned_loss=0.0835, over 2474780.36 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07028, over 21382.20 utterances.], batch size: 62, lr: 3.64e-04
2022-08-26 07:42:18,592 INFO [train.py:927] (4/8) Epoch 10, batch 15700, libri_loss[loss=0.2196, simple_loss=0.3101, pruned_loss=0.06453, over 12127.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006406, over 32.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3218, pruned_loss=0.08241, over 2474205.28 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07005, over 20268.64 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3021, pruned_loss=0.07098, over 2467346.04 frames. utt_duration=1214 frames, utt_pad_proportion=0.07035, over 8142.93 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3225, pruned_loss=0.08285, over 2475120.15 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06829, over 21300.52 utterances.], batch size: 32, lr: 3.64e-04
2022-08-26 07:44:03,334 INFO [train.py:927] (4/8) Epoch 10, batch 15750, giga_loss[loss=0.2169, simple_loss=0.3003, pruned_loss=0.06678, over 12294.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03487, over 28.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3196, pruned_loss=0.08206, over 2474478.97 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06559, over 19719.05 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.302, pruned_loss=0.07096, over 2467279.87 frames. utt_duration=1218 frames, utt_pad_proportion=0.06964, over 8114.89 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3205, pruned_loss=0.08258, over 2475354.69 frames. utt_duration=479.3 frames, utt_pad_proportion=0.06459, over 20721.23 utterances.], batch size: 28, lr: 3.64e-04
2022-08-26 07:45:46,108 INFO [train.py:927] (4/8) Epoch 10, batch 15800, giga_loss[loss=0.2426, simple_loss=0.3202, pruned_loss=0.0825, over 12440.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04436, over 134.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.318, pruned_loss=0.08118, over 2474795.70 frames. utt_duration=517.4 frames, utt_pad_proportion=0.0609, over 19188.27 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3026, pruned_loss=0.07143, over 2467346.44 frames. utt_duration=1222 frames, utt_pad_proportion=0.0683, over 8084.34 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3186, pruned_loss=0.08141, over 2475586.02 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06074, over 20267.05 utterances.], batch size: 134, lr: 3.64e-04
2022-08-26 07:47:29,539 INFO [train.py:927] (4/8) Epoch 10, batch 15850, giga_loss[loss=0.2034, simple_loss=0.2947, pruned_loss=0.05602, over 12408.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05292, over 162.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3158, pruned_loss=0.07933, over 2474430.41 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06476, over 19555.93 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3027, pruned_loss=0.07148, over 2467194.07 frames. utt_duration=1224 frames, utt_pad_proportion=0.06754, over 8074.12 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3163, pruned_loss=0.07958, over 2475286.44 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06469, over 20565.56 utterances.], batch size: 162, lr: 3.63e-04
2022-08-26 07:49:10,819 INFO [train.py:927] (4/8) Epoch 10, batch 15900, giga_loss[loss=0.2418, simple_loss=0.3103, pruned_loss=0.08666, over 12376.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03036, over 58.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.313, pruned_loss=0.07763, over 2474100.28 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07235, over 20280.69 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3027, pruned_loss=0.07168, over 2467295.24 frames. utt_duration=1204 frames, utt_pad_proportion=0.07575, over 8206.15 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3137, pruned_loss=0.07782, over 2474879.16 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06901, over 21299.69 utterances.], batch size: 58, lr: 3.63e-04
2022-08-26 07:51:00,437 INFO [train.py:927] (4/8) Epoch 10, batch 15950, giga_loss[loss=0.2018, simple_loss=0.2811, pruned_loss=0.06128, over 12168.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03121, over 39.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3116, pruned_loss=0.07839, over 2474506.70 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07593, over 20920.85 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3031, pruned_loss=0.07222, over 2467329.54 frames. utt_duration=1210 frames, utt_pad_proportion=0.07403, over 8168.43 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3121, pruned_loss=0.07823, over 2475289.07 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07371, over 22098.45 utterances.], batch size: 39, lr: 3.63e-04
2022-08-26 07:52:44,881 INFO [train.py:927] (4/8) Epoch 10, batch 16000, giga_loss[loss=0.2856, simple_loss=0.3456, pruned_loss=0.1128, over 12380.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3116, pruned_loss=0.07848, over 2473588.15 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07898, over 20998.35 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.303, pruned_loss=0.07248, over 2467339.02 frames. utt_duration=1207 frames, utt_pad_proportion=0.07554, over 8184.81 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3124, pruned_loss=0.07836, over 2474444.29 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07645, over 22393.38 utterances.], batch size: 258, lr: 3.63e-04
2022-08-26 07:54:28,141 INFO [train.py:927] (4/8) Epoch 10, batch 16050, giga_loss[loss=0.2495, simple_loss=0.325, pruned_loss=0.08696, over 12449.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04336, over 134.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3133, pruned_loss=0.07946, over 2473857.64 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07994, over 21634.64 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3027, pruned_loss=0.07221, over 2467245.93 frames. utt_duration=1210 frames, utt_pad_proportion=0.07517, over 8169.11 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3144, pruned_loss=0.0797, over 2474713.52 frames. utt_duration=433 frames, utt_pad_proportion=0.0781, over 22939.57 utterances.], batch size: 134, lr: 3.63e-04
2022-08-26 07:56:13,443 INFO [train.py:927] (4/8) Epoch 10, batch 16100, giga_loss[loss=0.2716, simple_loss=0.3504, pruned_loss=0.09633, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03803, over 123.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3149, pruned_loss=0.08108, over 2474139.39 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07824, over 21475.83 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3028, pruned_loss=0.07238, over 2467076.42 frames. utt_duration=1207 frames, utt_pad_proportion=0.07534, over 8187.45 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3157, pruned_loss=0.08118, over 2475017.43 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0768, over 22599.04 utterances.], batch size: 123, lr: 3.63e-04
2022-08-26 07:57:59,390 INFO [train.py:927] (4/8) Epoch 10, batch 16150, giga_loss[loss=0.2554, simple_loss=0.3296, pruned_loss=0.09059, over 12390.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03406, over 80.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3156, pruned_loss=0.08132, over 2474069.20 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07457, over 21059.53 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3022, pruned_loss=0.07208, over 2467159.04 frames. utt_duration=1211 frames, utt_pad_proportion=0.07372, over 8156.23 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3173, pruned_loss=0.08199, over 2474946.74 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07415, over 22413.98 utterances.], batch size: 80, lr: 3.63e-04
2022-08-26 07:59:47,926 INFO [train.py:927] (4/8) Epoch 10, batch 16200, giga_loss[loss=0.2272, simple_loss=0.3075, pruned_loss=0.07343, over 12421.00 frames. utt_duration=857.8 frames, utt_pad_proportion=0.02743, over 58.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3163, pruned_loss=0.08185, over 2473864.78 frames. utt_duration=484.5 frames, utt_pad_proportion=0.0777, over 20484.86 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3025, pruned_loss=0.07231, over 2467334.43 frames. utt_duration=1189 frames, utt_pad_proportion=0.08154, over 8309.70 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3175, pruned_loss=0.0823, over 2474481.83 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07452, over 21590.20 utterances.], batch size: 58, lr: 3.63e-04
2022-08-26 08:01:35,764 INFO [train.py:927] (4/8) Epoch 10, batch 16250, giga_loss[loss=0.2446, simple_loss=0.3229, pruned_loss=0.08318, over 12418.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.0498, over 161.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3172, pruned_loss=0.08134, over 2474739.09 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07538, over 20750.10 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3024, pruned_loss=0.07242, over 2467474.20 frames. utt_duration=1186 frames, utt_pad_proportion=0.08347, over 8335.86 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3186, pruned_loss=0.08189, over 2475340.36 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07235, over 21978.73 utterances.], batch size: 161, lr: 3.63e-04
2022-08-26 08:03:23,054 INFO [train.py:927] (4/8) Epoch 10, batch 16300, giga_loss[loss=0.2649, simple_loss=0.3323, pruned_loss=0.0987, over 12366.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07566, over 212.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3174, pruned_loss=0.08171, over 2475619.59 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07342, over 21449.21 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3026, pruned_loss=0.07245, over 2467690.84 frames. utt_duration=1184 frames, utt_pad_proportion=0.08362, over 8350.55 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3185, pruned_loss=0.0822, over 2475962.44 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07109, over 22518.98 utterances.], batch size: 212, lr: 3.63e-04
2022-08-26 08:05:09,274 INFO [train.py:927] (4/8) Epoch 10, batch 16350, giga_loss[loss=0.2656, simple_loss=0.3385, pruned_loss=0.09638, over 12375.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06537, over 183.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3169, pruned_loss=0.08244, over 2475317.85 frames. utt_duration=446.9 frames, utt_pad_proportion=0.0758, over 22226.35 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3025, pruned_loss=0.07252, over 2467665.62 frames. utt_duration=1187 frames, utt_pad_proportion=0.08248, over 8326.73 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3182, pruned_loss=0.08294, over 2475740.93 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07428, over 23344.24 utterances.], batch size: 183, lr: 3.63e-04
2022-08-26 08:06:52,695 INFO [train.py:927] (4/8) Epoch 10, batch 16400, giga_loss[loss=0.2769, simple_loss=0.3221, pruned_loss=0.1158, over 12348.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2037, over 369.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3163, pruned_loss=0.08261, over 2474092.92 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07932, over 21846.63 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3028, pruned_loss=0.07289, over 2467567.62 frames. utt_duration=1186 frames, utt_pad_proportion=0.08112, over 8330.09 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3175, pruned_loss=0.08299, over 2474750.60 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07826, over 23174.75 utterances.], batch size: 369, lr: 3.63e-04
2022-08-26 08:08:36,420 INFO [train.py:927] (4/8) Epoch 10, batch 16450, giga_loss[loss=0.2829, simple_loss=0.3525, pruned_loss=0.1066, over 12418.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06695, over 184.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3166, pruned_loss=0.08296, over 2473312.30 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07876, over 21591.22 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3028, pruned_loss=0.07281, over 2467688.12 frames. utt_duration=1191 frames, utt_pad_proportion=0.07992, over 8299.76 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3178, pruned_loss=0.08351, over 2473842.12 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07833, over 22920.46 utterances.], batch size: 184, lr: 3.63e-04
2022-08-26 08:10:20,436 INFO [train.py:927] (4/8) Epoch 10, batch 16500, giga_loss[loss=0.2874, simple_loss=0.3375, pruned_loss=0.1187, over 12344.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.209, over 371.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3185, pruned_loss=0.08451, over 2473652.81 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07817, over 21716.68 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3028, pruned_loss=0.07287, over 2467385.84 frames. utt_duration=1194 frames, utt_pad_proportion=0.07873, over 8273.99 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3197, pruned_loss=0.08509, over 2474463.77 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07819, over 23032.68 utterances.], batch size: 371, lr: 3.63e-04
2022-08-26 08:12:05,405 INFO [train.py:927] (4/8) Epoch 10, batch 16550, giga_loss[loss=0.2607, simple_loss=0.3246, pruned_loss=0.09839, over 12402.00 frames. utt_duration=974.3 frames, utt_pad_proportion=0.02957, over 51.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3187, pruned_loss=0.08516, over 2473600.17 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07988, over 21355.52 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3026, pruned_loss=0.07293, over 2467372.06 frames. utt_duration=1188 frames, utt_pad_proportion=0.08185, over 8319.49 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3202, pruned_loss=0.08579, over 2474381.78 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07889, over 22599.65 utterances.], batch size: 51, lr: 3.63e-04
2022-08-26 08:13:48,527 INFO [train.py:927] (4/8) Epoch 10, batch 16600, giga_loss[loss=0.2604, simple_loss=0.332, pruned_loss=0.0944, over 12400.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03998, over 133.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3191, pruned_loss=0.0851, over 2474220.33 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07718, over 21371.18 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3023, pruned_loss=0.07273, over 2467635.87 frames. utt_duration=1191 frames, utt_pad_proportion=0.08036, over 8300.86 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3208, pruned_loss=0.08606, over 2474743.03 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07702, over 22680.48 utterances.], batch size: 133, lr: 3.63e-04
2022-08-26 08:15:34,908 INFO [train.py:927] (4/8) Epoch 10, batch 16650, giga_loss[loss=0.2722, simple_loss=0.3421, pruned_loss=0.1011, over 12420.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02411, over 48.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3196, pruned_loss=0.08501, over 2474295.77 frames. utt_duration=487 frames, utt_pad_proportion=0.07088, over 20382.79 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3022, pruned_loss=0.07275, over 2467622.98 frames. utt_duration=1194 frames, utt_pad_proportion=0.07916, over 8276.95 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3214, pruned_loss=0.08598, over 2474840.70 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07146, over 21672.91 utterances.], batch size: 48, lr: 3.63e-04
2022-08-26 08:17:17,739 INFO [train.py:927] (4/8) Epoch 10, batch 16700, giga_loss[loss=0.3446, simple_loss=0.3746, pruned_loss=0.1573, over 12345.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2045, over 369.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3192, pruned_loss=0.08506, over 2474239.50 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07358, over 20429.23 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.302, pruned_loss=0.07283, over 2467509.46 frames. utt_duration=1187 frames, utt_pad_proportion=0.0822, over 8327.06 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3213, pruned_loss=0.08614, over 2474984.74 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07277, over 21787.67 utterances.], batch size: 369, lr: 3.63e-04
2022-08-26 08:19:06,398 INFO [train.py:927] (4/8) Epoch 10, batch 16750, giga_loss[loss=0.2947, simple_loss=0.3622, pruned_loss=0.1137, over 12397.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07356, over 213.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3209, pruned_loss=0.08523, over 2474872.48 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07288, over 21150.18 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3023, pruned_loss=0.07294, over 2467344.34 frames. utt_duration=1184 frames, utt_pad_proportion=0.08229, over 8343.82 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3224, pruned_loss=0.08609, over 2475672.12 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07222, over 22316.33 utterances.], batch size: 213, lr: 3.63e-04
2022-08-26 08:20:47,425 INFO [train.py:927] (4/8) Epoch 10, batch 16800, giga_loss[loss=0.2336, simple_loss=0.3098, pruned_loss=0.07873, over 12371.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.02973, over 58.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3191, pruned_loss=0.08398, over 2475305.52 frames. utt_duration=478 frames, utt_pad_proportion=0.07378, over 20777.09 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3025, pruned_loss=0.07294, over 2467742.05 frames. utt_duration=1186 frames, utt_pad_proportion=0.08073, over 8331.28 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3205, pruned_loss=0.08493, over 2475758.05 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07371, over 22015.94 utterances.], batch size: 58, lr: 3.63e-04
2022-08-26 08:22:28,412 INFO [train.py:927] (4/8) Epoch 10, batch 16850, giga_loss[loss=0.2459, simple_loss=0.322, pruned_loss=0.08493, over 12266.00 frames. utt_duration=910 frames, utt_pad_proportion=0.02782, over 54.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3195, pruned_loss=0.08448, over 2475007.89 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07114, over 20866.12 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3019, pruned_loss=0.07266, over 2467674.16 frames. utt_duration=1193 frames, utt_pad_proportion=0.07902, over 8284.75 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3217, pruned_loss=0.08583, over 2475640.10 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07175, over 22247.94 utterances.], batch size: 54, lr: 3.63e-04
2022-08-26 08:24:14,650 INFO [train.py:927] (4/8) Epoch 10, batch 16900, giga_loss[loss=0.2502, simple_loss=0.3316, pruned_loss=0.08443, over 12452.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03084, over 75.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.32, pruned_loss=0.08549, over 2474800.66 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07495, over 21299.99 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3018, pruned_loss=0.07254, over 2467318.89 frames. utt_duration=1195 frames, utt_pad_proportion=0.07835, over 8270.97 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3224, pruned_loss=0.08698, over 2475796.96 frames. utt_duration=437.5 frames, utt_pad_proportion=0.0754, over 22713.58 utterances.], batch size: 75, lr: 3.63e-04
2022-08-26 08:26:00,028 INFO [train.py:927] (4/8) Epoch 10, batch 16950, giga_loss[loss=0.2507, simple_loss=0.3227, pruned_loss=0.08932, over 12371.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02766, over 91.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3216, pruned_loss=0.08728, over 2474930.84 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07898, over 21994.30 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3023, pruned_loss=0.073, over 2467606.50 frames. utt_duration=1181 frames, utt_pad_proportion=0.08191, over 8367.23 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3233, pruned_loss=0.08831, over 2475605.94 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07792, over 23257.03 utterances.], batch size: 91, lr: 3.63e-04
2022-08-26 08:27:41,312 INFO [train.py:927] (4/8) Epoch 10, batch 17000, giga_loss[loss=0.2166, simple_loss=0.3038, pruned_loss=0.06469, over 12368.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03002, over 51.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3223, pruned_loss=0.08802, over 2474476.74 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08199, over 22363.04 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.302, pruned_loss=0.07308, over 2467500.79 frames. utt_duration=1188 frames, utt_pad_proportion=0.07961, over 8316.26 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3248, pruned_loss=0.08943, 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
2022-08-26 08:29:21,894 INFO [train.py:927] (4/8) Epoch 10, batch 17050, giga_loss[loss=0.2424, simple_loss=0.3282, pruned_loss=0.07833, over 12471.00 frames. utt_duration=624.9 frames, utt_pad_proportion=0.0297, over 80.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3228, pruned_loss=0.08785, over 2475357.34 frames. utt_duration=438.7 frames, utt_pad_proportion=0.08239, over 22648.37 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3027, pruned_loss=0.0736, over 2467657.42 frames. utt_duration=1177 frames, utt_pad_proportion=0.08219, over 8396.65 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3247, pruned_loss=0.08883, over 2476130.53 frames. utt_duration=410.2 frames, utt_pad_proportion=0.08145, over 24230.21 utterances.], batch size: 80, lr: 3.63e-04
2022-08-26 08:31:02,704 INFO [train.py:927] (4/8) Epoch 10, batch 17100, giga_loss[loss=0.2507, simple_loss=0.3236, pruned_loss=0.08891, over 12394.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02609, over 91.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3207, pruned_loss=0.08612, over 2475346.57 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07916, over 21759.87 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3024, pruned_loss=0.07354, over 2467641.02 frames. utt_duration=1180 frames, utt_pad_proportion=0.08139, over 8372.81 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3227, pruned_loss=0.08713, over 2476076.99 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07881, over 23213.01 utterances.], batch size: 91, lr: 3.63e-04
2022-08-26 08:32:45,049 INFO [train.py:927] (4/8) Epoch 10, batch 17150, libri_loss[loss=0.2784, simple_loss=0.3508, pruned_loss=0.103, over 12445.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.3662, over 123.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3188, pruned_loss=0.08492, over 2475655.86 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07878, over 21570.50 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3028, pruned_loss=0.07379, over 2467727.36 frames. utt_duration=1172 frames, utt_pad_proportion=0.0848, over 8434.47 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3203, pruned_loss=0.08571, over 2476306.50 frames. utt_duration=433.7 frames, utt_pad_proportion=0.0772, over 22916.09 utterances.], batch size: 123, lr: 3.63e-04
2022-08-26 08:34:28,380 INFO [train.py:927] (4/8) Epoch 10, batch 17200, giga_loss[loss=0.2433, simple_loss=0.3171, pruned_loss=0.08471, over 12423.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06116, over 183.00 utterances.], tot_loss[loss=0.242, simple_loss=0.316, pruned_loss=0.08403, over 2475129.84 frames. utt_duration=454.8 frames, utt_pad_proportion=0.08092, over 21842.05 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3026, pruned_loss=0.07368, over 2467655.17 frames. utt_duration=1175 frames, utt_pad_proportion=0.0839, over 8409.11 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3175, pruned_loss=0.08488, over 2475798.96 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07983, over 23094.34 utterances.], batch size: 183, lr: 3.63e-04
2022-08-26 08:36:12,837 INFO [train.py:927] (4/8) Epoch 10, batch 17250, giga_loss[loss=0.2207, simple_loss=0.3073, pruned_loss=0.06702, over 12397.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05831, over 182.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3137, pruned_loss=0.08211, over 2475582.22 frames. utt_duration=459.3 frames, utt_pad_proportion=0.08022, over 21629.78 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3026, pruned_loss=0.07361, over 2467676.07 frames. utt_duration=1177 frames, utt_pad_proportion=0.08324, over 8398.06 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.315, pruned_loss=0.08292, over 2476151.86 frames. utt_duration=437 frames, utt_pad_proportion=0.0796, over 22744.60 utterances.], batch size: 182, lr: 3.62e-04
2022-08-26 08:37:56,406 INFO [train.py:927] (4/8) Epoch 10, batch 17300, giga_loss[loss=0.2063, simple_loss=0.2981, pruned_loss=0.05724, over 12402.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03912, over 105.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3121, pruned_loss=0.07848, over 2476133.97 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07608, over 21440.14 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3025, pruned_loss=0.07344, over 2467787.07 frames. utt_duration=1182 frames, utt_pad_proportion=0.08135, over 8363.67 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3136, pruned_loss=0.07945, over 2476703.59 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07639, over 22727.94 utterances.], batch size: 105, lr: 3.62e-04
2022-08-26 08:39:37,785 INFO [train.py:927] (4/8) Epoch 10, batch 17350, libri_loss[loss=0.2061, simple_loss=0.2861, pruned_loss=0.06302, over 12283.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006686, over 32.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.31, pruned_loss=0.07561, over 2476136.45 frames. utt_duration=436 frames, utt_pad_proportion=0.07845, over 22791.31 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3026, pruned_loss=0.07333, over 2467795.05 frames. utt_duration=1186 frames, utt_pad_proportion=0.0795, over 8331.13 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3113, pruned_loss=0.07658, over 2476818.51 frames. utt_duration=410.2 frames, utt_pad_proportion=0.07914, over 24240.96 utterances.], batch size: 32, lr: 3.62e-04
2022-08-26 08:41:21,155 INFO [train.py:927] (4/8) Epoch 10, batch 17400, giga_loss[loss=0.2144, simple_loss=0.312, pruned_loss=0.05834, over 12448.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04309, over 114.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3082, pruned_loss=0.07215, over 2476291.46 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07647, over 23101.67 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3027, pruned_loss=0.07344, over 2467832.27 frames. utt_duration=1187 frames, utt_pad_proportion=0.0789, over 8326.84 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3092, pruned_loss=0.07284, over 2476864.05 frames. utt_duration=408.2 frames, utt_pad_proportion=0.07727, over 24359.12 utterances.], batch size: 114, lr: 3.62e-04
2022-08-26 08:43:07,589 INFO [train.py:927] (4/8) Epoch 10, batch 17450, giga_loss[loss=0.2042, simple_loss=0.2901, pruned_loss=0.05918, over 12317.00 frames. utt_duration=747.8 frames, utt_pad_proportion=0.03128, over 66.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3068, pruned_loss=0.07038, over 2475661.07 frames. utt_duration=426.3 frames, utt_pad_proportion=0.07409, over 23306.56 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3025, pruned_loss=0.0734, over 2467715.11 frames. utt_duration=1189 frames, utt_pad_proportion=0.07878, over 8312.21 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3078, pruned_loss=0.07095, over 2476262.85 frames. utt_duration=407.8 frames, utt_pad_proportion=0.07485, over 24378.56 utterances.], batch size: 66, lr: 3.62e-04
2022-08-26 08:44:49,905 INFO [train.py:927] (4/8) Epoch 10, batch 17500, libri_loss[loss=0.2917, simple_loss=0.3827, pruned_loss=0.1004, over 12429.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0164, over 40.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3047, pruned_loss=0.06836, over 2475715.45 frames. utt_duration=410.4 frames, utt_pad_proportion=0.07519, over 24215.30 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.303, pruned_loss=0.0735, over 2467709.44 frames. utt_duration=1191 frames, utt_pad_proportion=0.07834, over 8296.16 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3049, pruned_loss=0.06866, over 2476261.10 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07585, over 25222.56 utterances.], batch size: 40, lr: 3.62e-04
2022-08-26 08:46:34,557 INFO [train.py:927] (4/8) Epoch 10, batch 17550, giga_loss[loss=0.2077, simple_loss=0.3003, pruned_loss=0.05756, over 12463.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03433, over 105.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3031, pruned_loss=0.06678, over 2475115.08 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07534, over 24080.22 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3031, pruned_loss=0.07351, over 2467420.52 frames. utt_duration=1197 frames, utt_pad_proportion=0.07657, over 8253.74 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3033, pruned_loss=0.06685, over 2476058.66 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07638, over 25364.85 utterances.], batch size: 105, lr: 3.62e-04
2022-08-26 08:48:16,845 INFO [train.py:927] (4/8) Epoch 10, batch 17600, libri_loss[loss=0.1781, simple_loss=0.2503, pruned_loss=0.05293, over 12283.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009965, over 28.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3006, pruned_loss=0.0647, over 2475593.31 frames. utt_duration=420 frames, utt_pad_proportion=0.07255, over 23659.84 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.303, pruned_loss=0.07357, over 2467234.47 frames. utt_duration=1190 frames, utt_pad_proportion=0.07952, over 8303.61 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3009, pruned_loss=0.06458, over 2476664.45 frames. utt_duration=399 frames, utt_pad_proportion=0.07271, over 24919.64 utterances.], batch size: 28, lr: 3.62e-04
2022-08-26 08:50:01,121 INFO [train.py:927] (4/8) Epoch 10, batch 17650, libri_loss[loss=0.2468, simple_loss=0.3253, pruned_loss=0.08415, over 12385.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008952, over 38.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2976, pruned_loss=0.06333, over 2476046.63 frames. utt_duration=411.7 frames, utt_pad_proportion=0.07289, over 24144.58 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3029, pruned_loss=0.07355, over 2467571.29 frames. utt_duration=1195 frames, utt_pad_proportion=0.07805, over 8272.40 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2978, pruned_loss=0.06302, over 2476783.27 frames. utt_duration=389.1 frames, utt_pad_proportion=0.07341, over 25559.99 utterances.], batch size: 38, lr: 3.62e-04
2022-08-26 08:51:48,403 INFO [train.py:927] (4/8) Epoch 10, batch 17700, giga_loss[loss=0.1938, simple_loss=0.2942, pruned_loss=0.0467, over 12346.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03413, over 62.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2959, pruned_loss=0.06241, over 2475822.06 frames. utt_duration=409.9 frames, utt_pad_proportion=0.07321, over 24248.07 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3028, pruned_loss=0.07352, over 2467431.63 frames. utt_duration=1198 frames, utt_pad_proportion=0.07718, over 8248.45 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.296, pruned_loss=0.06204, over 2476629.81 frames. utt_duration=388.6 frames, utt_pad_proportion=0.07382, over 25587.05 utterances.], batch size: 62, lr: 3.62e-04
2022-08-26 08:53:43,566 INFO [train.py:927] (4/8) Epoch 10, batch 17750, giga_loss[loss=0.2195, simple_loss=0.31, pruned_loss=0.0645, over 12404.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04413, over 146.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2977, pruned_loss=0.06287, over 2476212.58 frames. utt_duration=395.7 frames, utt_pad_proportion=0.0749, over 25119.35 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3026, pruned_loss=0.07346, over 2467704.56 frames. utt_duration=1206 frames, utt_pad_proportion=0.07532, over 8191.86 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2977, pruned_loss=0.06227, over 2476867.77 frames. utt_duration=371.2 frames, utt_pad_proportion=0.07581, over 26793.07 utterances.], batch size: 146, lr: 3.62e-04
2022-08-26 08:55:43,882 INFO [train.py:927] (4/8) Epoch 10, batch 17800, giga_loss[loss=0.1869, simple_loss=0.2777, pruned_loss=0.04811, over 12357.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02946, over 91.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2972, pruned_loss=0.06221, over 2476190.08 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06915, over 24450.68 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3023, pruned_loss=0.07328, over 2467871.96 frames. utt_duration=1210 frames, utt_pad_proportion=0.07449, over 8168.11 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2974, pruned_loss=0.06175, over 2476678.89 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07044, over 26015.13 utterances.], batch size: 91, lr: 3.62e-04
2022-08-26 08:57:49,106 INFO [train.py:927] (4/8) Epoch 10, batch 17850, giga_loss[loss=0.1957, simple_loss=0.2808, pruned_loss=0.05527, over 12332.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.02999, over 66.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2962, pruned_loss=0.06082, over 2476609.64 frames. utt_duration=385 frames, utt_pad_proportion=0.07215, over 25823.77 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3027, pruned_loss=0.07345, over 2467826.21 frames. utt_duration=1209 frames, utt_pad_proportion=0.07415, over 8178.43 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.0602, over 2477118.12 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07305, over 27199.63 utterances.], batch size: 66, lr: 3.62e-04
2022-08-26 08:59:50,646 INFO [train.py:927] (4/8) Epoch 10, batch 17900, giga_loss[loss=0.2046, simple_loss=0.2942, pruned_loss=0.05753, over 12423.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04749, over 161.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2945, pruned_loss=0.06013, over 2476485.48 frames. utt_duration=391.5 frames, utt_pad_proportion=0.07029, over 25389.18 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3028, pruned_loss=0.0733, over 2467555.06 frames. utt_duration=1214 frames, utt_pad_proportion=0.07281, over 8138.41 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2941, pruned_loss=0.05947, over 2477336.29 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07143, over 26911.88 utterances.], batch size: 161, lr: 3.62e-04
2022-08-26 09:01:47,739 INFO [train.py:927] (4/8) Epoch 10, batch 17950, giga_loss[loss=0.2032, simple_loss=0.298, pruned_loss=0.05425, over 12465.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03431, over 105.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2932, pruned_loss=0.05891, over 2476760.24 frames. utt_duration=401.2 frames, utt_pad_proportion=0.0684, over 24775.50 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3023, pruned_loss=0.07301, over 2467229.15 frames. utt_duration=1219 frames, utt_pad_proportion=0.07207, over 8108.46 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2933, pruned_loss=0.05848, over 2477831.41 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06962, over 26236.24 utterances.], batch size: 105, lr: 3.62e-04
2022-08-26 09:04:05,077 INFO [train.py:927] (4/8) Epoch 10, batch 18000, giga_loss[loss=0.1731, simple_loss=0.2651, pruned_loss=0.04058, over 12421.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03587, over 105.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2922, pruned_loss=0.05788, over 2477117.26 frames. utt_duration=407.6 frames, utt_pad_proportion=0.067, over 24386.16 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.302, pruned_loss=0.0729, over 2467162.75 frames. utt_duration=1220 frames, utt_pad_proportion=0.07166, over 8098.99 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2924, pruned_loss=0.05746, over 2478156.73 frames. utt_duration=386 frames, utt_pad_proportion=0.06816, over 25766.79 utterances.], batch size: 105, lr: 3.62e-04
2022-08-26 09:04:05,077 INFO [train.py:958] (4/8) Computing validation loss
2022-08-26 09:04:19,345 INFO [train.py:967] (4/8) Epoch 10, validation: loss=0.1801, simple_loss=0.2911, pruned_loss=0.03451, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 09:06:17,619 INFO [train.py:927] (4/8) Epoch 10, batch 18050, giga_loss[loss=0.1722, simple_loss=0.2673, pruned_loss=0.03854, over 12391.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0604, over 182.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.293, pruned_loss=0.05857, over 2477057.13 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06602, over 24111.73 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3022, pruned_loss=0.07305, over 2467090.32 frames. utt_duration=1224 frames, utt_pad_proportion=0.06976, over 8071.87 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05762, over 2478292.83 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06752, over 25771.89 utterances.], batch size: 182, lr: 3.62e-04
2022-08-26 09:08:20,443 INFO [train.py:927] (4/8) Epoch 10, batch 18100, giga_loss[loss=0.2656, simple_loss=0.3439, pruned_loss=0.09368, over 12369.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0321, over 97.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2953, pruned_loss=0.05843, over 2477401.05 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06551, over 24261.77 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.302, pruned_loss=0.07301, over 2467218.14 frames. utt_duration=1216 frames, utt_pad_proportion=0.07239, over 8123.40 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.295, pruned_loss=0.05731, over 2478551.56 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06588, over 25978.56 utterances.], batch size: 97, lr: 3.62e-04
2022-08-26 09:10:32,324 INFO [train.py:927] (4/8) Epoch 10, batch 18150, giga_loss[loss=0.2013, simple_loss=0.2987, pruned_loss=0.052, over 12411.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05866, over 182.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2952, pruned_loss=0.05762, over 2477567.33 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06701, over 24427.37 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3017, pruned_loss=0.07286, over 2467373.35 frames. utt_duration=1219 frames, utt_pad_proportion=0.07131, over 8108.07 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2951, pruned_loss=0.05659, over 2478538.77 frames. utt_duration=381 frames, utt_pad_proportion=0.06751, over 26108.59 utterances.], batch size: 182, lr: 3.62e-04
2022-08-26 09:12:42,749 INFO [train.py:927] (4/8) Epoch 10, batch 18200, giga_loss[loss=0.1912, simple_loss=0.2848, pruned_loss=0.04882, over 12376.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02925, over 85.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2964, pruned_loss=0.0594, over 2478249.30 frames. utt_duration=385.9 frames, utt_pad_proportion=0.07149, over 25766.99 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3017, pruned_loss=0.07286, over 2467373.35 frames. utt_duration=1219 frames, utt_pad_proportion=0.07131, over 8108.07 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2963, pruned_loss=0.0586, over 2479005.38 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07165, over 27075.50 utterances.], batch size: 85, lr: 3.62e-04
2022-08-26 09:15:10,088 INFO [train.py:927] (4/8) Epoch 10, batch 18250, giga_loss[loss=0.203, simple_loss=0.2901, pruned_loss=0.05793, over 12429.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06257, over 183.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2962, pruned_loss=0.05984, over 2478331.66 frames. utt_duration=401 frames, utt_pad_proportion=0.07011, over 24797.35 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3025, pruned_loss=0.07318, over 2467455.41 frames. utt_duration=1210 frames, utt_pad_proportion=0.07446, over 8166.35 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2954, pruned_loss=0.05866, over 2479122.72 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06949, over 26167.17 utterances.], batch size: 183, lr: 3.62e-04
2022-08-26 09:17:19,083 INFO [train.py:927] (4/8) Epoch 10, batch 18300, giga_loss[loss=0.1879, simple_loss=0.2726, pruned_loss=0.05161, over 12431.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.02697, over 80.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05837, over 2478400.23 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06882, over 24878.41 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3025, pruned_loss=0.07318, over 2467497.10 frames. utt_duration=1212 frames, utt_pad_proportion=0.0736, over 8151.94 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2926, pruned_loss=0.05725, over 2479131.80 frames. utt_duration=379.8 frames, utt_pad_proportion=0.0686, over 26193.69 utterances.], batch size: 80, lr: 3.62e-04
2022-08-26 09:19:22,131 INFO [train.py:927] (4/8) Epoch 10, batch 18350, giga_loss[loss=0.1848, simple_loss=0.2853, pruned_loss=0.04219, over 12369.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03126, over 62.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2931, pruned_loss=0.05819, over 2478520.39 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06961, over 24420.60 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3021, pruned_loss=0.07319, over 2467408.81 frames. utt_duration=1208 frames, utt_pad_proportion=0.07654, over 8183.33 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2927, pruned_loss=0.05691, over 2479452.90 frames. utt_duration=385.1 frames, utt_pad_proportion=0.0684, over 25832.52 utterances.], batch size: 62, lr: 3.62e-04
2022-08-26 09:21:19,660 INFO [train.py:927] (4/8) Epoch 10, batch 18400, giga_loss[loss=0.2076, simple_loss=0.2945, pruned_loss=0.06028, over 12335.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02993, over 66.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2923, pruned_loss=0.05864, over 2478614.69 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06931, over 24461.99 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3022, pruned_loss=0.07338, over 2467423.09 frames. utt_duration=1198 frames, utt_pad_proportion=0.07967, over 8247.30 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2918, pruned_loss=0.05723, over 2479524.85 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06751, over 25796.52 utterances.], batch size: 66, lr: 3.62e-04
2022-08-26 09:23:27,444 INFO [train.py:927] (4/8) Epoch 10, batch 18450, giga_loss[loss=0.2062, simple_loss=0.3014, pruned_loss=0.05546, over 12389.00 frames. utt_duration=473 frames, utt_pad_proportion=0.03864, over 105.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2925, pruned_loss=0.05877, over 2478574.03 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06755, over 23515.51 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.07323, over 2467382.60 frames. utt_duration=1205 frames, utt_pad_proportion=0.07826, over 8203.58 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2921, pruned_loss=0.05747, over 2479608.33 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06651, over 24968.35 utterances.], batch size: 105, lr: 3.62e-04
2022-08-26 09:25:49,454 INFO [train.py:927] (4/8) Epoch 10, batch 18500, giga_loss[loss=0.1816, simple_loss=0.2771, pruned_loss=0.04304, over 12401.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02229, over 66.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2923, pruned_loss=0.05818, over 2478186.74 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06795, over 23701.66 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3009, pruned_loss=0.07283, over 2466835.33 frames. utt_duration=1213 frames, utt_pad_proportion=0.07702, over 8147.08 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2927, pruned_loss=0.05717, over 2479783.36 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06744, over 25276.57 utterances.], batch size: 66, lr: 3.62e-04
2022-08-26 09:27:54,879 INFO [train.py:927] (4/8) Epoch 10, batch 18550, giga_loss[loss=0.1615, simple_loss=0.2486, pruned_loss=0.03723, over 12381.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2881, pruned_loss=0.05678, over 2478130.79 frames. utt_duration=431.7 frames, utt_pad_proportion=0.06609, over 23025.65 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3005, pruned_loss=0.07267, over 2466842.45 frames. utt_duration=1221 frames, utt_pad_proportion=0.07511, over 8092.58 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2884, pruned_loss=0.05564, over 2479780.28 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06628, over 24826.04 utterances.], batch size: 91, lr: 3.62e-04
2022-08-26 09:29:50,153 INFO [train.py:927] (4/8) Epoch 10, batch 18600, giga_loss[loss=0.2196, simple_loss=0.3087, pruned_loss=0.06528, over 12431.00 frames. utt_duration=372.3 frames, utt_pad_proportion=0.04537, over 134.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2857, pruned_loss=0.0556, over 2477969.25 frames. utt_duration=424 frames, utt_pad_proportion=0.06854, over 23440.31 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3006, pruned_loss=0.0726, over 2466783.23 frames. utt_duration=1222 frames, utt_pad_proportion=0.07451, over 8082.68 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2858, pruned_loss=0.05463, over 2479403.17 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06867, over 24981.66 utterances.], batch size: 134, lr: 3.62e-04
2022-08-26 09:31:52,382 INFO [train.py:927] (4/8) Epoch 10, batch 18650, giga_loss[loss=0.1894, simple_loss=0.2849, pruned_loss=0.04696, over 12378.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04249, over 133.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2861, pruned_loss=0.05549, over 2477797.13 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06656, over 23541.25 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3007, pruned_loss=0.07254, over 2466794.80 frames. utt_duration=1223 frames, utt_pad_proportion=0.07399, over 8079.44 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2859, pruned_loss=0.05455, over 2479078.72 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06688, over 24966.91 utterances.], batch size: 133, lr: 3.61e-04
2022-08-26 09:34:03,186 INFO [train.py:927] (4/8) Epoch 10, batch 18700, giga_loss[loss=0.1876, simple_loss=0.281, pruned_loss=0.04708, over 12420.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05795, over 182.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2853, pruned_loss=0.05536, over 2478226.79 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07021, over 24312.66 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3005, pruned_loss=0.07253, over 2466996.92 frames. utt_duration=1226 frames, utt_pad_proportion=0.07292, over 8056.07 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2851, pruned_loss=0.05431, over 2479251.62 frames. utt_duration=386.4 frames, utt_pad_proportion=0.07053, over 25742.66 utterances.], batch size: 182, lr: 3.61e-04
2022-08-26 09:36:19,603 INFO [train.py:927] (4/8) Epoch 10, batch 18750, libri_loss[loss=0.2367, simple_loss=0.324, pruned_loss=0.07468, over 12477.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006523, over 37.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2854, pruned_loss=0.05591, over 2477648.58 frames. utt_duration=402.6 frames, utt_pad_proportion=0.07103, over 24690.45 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3006, pruned_loss=0.07254, over 2467291.14 frames. utt_duration=1219 frames, utt_pad_proportion=0.07505, over 8106.62 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2846, pruned_loss=0.05442, over 2478587.91 frames. utt_duration=376.6 frames, utt_pad_proportion=0.07053, over 26410.15 utterances.], batch size: 37, lr: 3.61e-04
2022-08-26 09:38:21,535 INFO [train.py:927] (4/8) Epoch 10, batch 18800, giga_loss[loss=0.1952, simple_loss=0.2828, pruned_loss=0.05379, over 12396.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04505, over 146.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2859, pruned_loss=0.05651, over 2477771.69 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06807, over 25020.32 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3005, pruned_loss=0.07247, over 2467278.02 frames. utt_duration=1218 frames, utt_pad_proportion=0.07466, over 8114.56 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2852, pruned_loss=0.05525, over 2478614.54 frames. utt_duration=375.2 frames, utt_pad_proportion=0.06792, over 26507.69 utterances.], batch size: 146, lr: 3.61e-04
2022-08-26 09:40:15,918 INFO [train.py:927] (4/8) Epoch 10, batch 18850, giga_loss[loss=0.2292, simple_loss=0.3203, pruned_loss=0.06901, over 12368.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02979, over 85.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2874, pruned_loss=0.05685, over 2477605.53 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06657, over 24214.39 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3004, pruned_loss=0.07243, over 2467623.28 frames. utt_duration=1221 frames, utt_pad_proportion=0.07261, over 8091.41 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2863, pruned_loss=0.05514, over 2478439.68 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06701, over 26191.74 utterances.], batch size: 85, lr: 3.61e-04
2022-08-26 09:42:12,256 INFO [train.py:927] (4/8) Epoch 10, batch 18900, giga_loss[loss=0.2188, simple_loss=0.3034, pruned_loss=0.06712, over 12381.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.0555, over 181.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.289, pruned_loss=0.05712, over 2476917.82 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06752, over 24006.29 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07236, over 2467402.97 frames. utt_duration=1226 frames, utt_pad_proportion=0.07022, over 8062.39 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2876, pruned_loss=0.05507, over 2478240.64 frames. utt_duration=376.7 frames, utt_pad_proportion=0.06846, over 26401.46 utterances.], batch size: 181, lr: 3.61e-04
2022-08-26 09:44:07,623 INFO [train.py:927] (4/8) Epoch 10, batch 18950, giga_loss[loss=0.1965, simple_loss=0.2888, pruned_loss=0.05213, over 12422.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.02963, over 122.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2892, pruned_loss=0.05637, over 2476647.92 frames. utt_duration=433.3 frames, utt_pad_proportion=0.06417, over 22928.84 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3007, pruned_loss=0.07231, over 2467712.92 frames. utt_duration=1229 frames, utt_pad_proportion=0.06814, over 8041.12 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2872, pruned_loss=0.05412, over 2477804.20 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06579, over 25524.60 utterances.], batch size: 122, lr: 3.61e-04
2022-08-26 09:46:09,365 INFO [train.py:927] (4/8) Epoch 10, batch 19000, giga_loss[loss=0.1745, simple_loss=0.2764, pruned_loss=0.03628, over 12390.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02427, over 66.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2878, pruned_loss=0.05542, over 2476999.57 frames. utt_duration=444.6 frames, utt_pad_proportion=0.06144, over 22344.90 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3009, pruned_loss=0.07232, over 2467833.44 frames. utt_duration=1222 frames, utt_pad_proportion=0.07034, over 8086.63 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2857, pruned_loss=0.0531, over 2478134.17 frames. utt_duration=400 frames, utt_pad_proportion=0.06232, over 24853.00 utterances.], batch size: 66, lr: 3.61e-04
2022-08-26 09:48:07,929 INFO [train.py:927] (4/8) Epoch 10, batch 19050, giga_loss[loss=0.2041, simple_loss=0.2958, pruned_loss=0.05621, over 12374.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03809, over 113.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.287, pruned_loss=0.05539, over 2476748.00 frames. utt_duration=450.9 frames, utt_pad_proportion=0.05975, over 22031.36 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3006, pruned_loss=0.07225, over 2467607.00 frames. utt_duration=1218 frames, utt_pad_proportion=0.07295, over 8115.23 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2852, pruned_loss=0.05304, over 2478149.71 frames. utt_duration=406.1 frames, utt_pad_proportion=0.05978, over 24481.30 utterances.], batch size: 113, lr: 3.61e-04
2022-08-26 09:50:12,699 INFO [train.py:927] (4/8) Epoch 10, batch 19100, giga_loss[loss=0.1859, simple_loss=0.2725, pruned_loss=0.04969, over 12338.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03351, over 62.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2894, pruned_loss=0.05712, over 2476737.22 frames. utt_duration=454.6 frames, utt_pad_proportion=0.05771, over 21853.36 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3003, pruned_loss=0.07221, over 2468036.29 frames. utt_duration=1225 frames, utt_pad_proportion=0.07034, over 8069.56 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2876, pruned_loss=0.05452, over 2477883.67 frames. utt_duration=405.5 frames, utt_pad_proportion=0.05852, over 24515.39 utterances.], batch size: 62, lr: 3.61e-04
2022-08-26 09:52:08,801 INFO [train.py:927] (4/8) Epoch 10, batch 19150, giga_loss[loss=0.1949, simple_loss=0.2813, pruned_loss=0.05426, over 12415.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03909, over 37.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2914, pruned_loss=0.05844, over 2476723.07 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06415, over 23528.66 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3, pruned_loss=0.07206, over 2468049.69 frames. utt_duration=1217 frames, utt_pad_proportion=0.07375, over 8124.68 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2901, pruned_loss=0.0563, over 2477723.16 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06306, over 25762.11 utterances.], batch size: 37, lr: 3.61e-04
2022-08-26 09:54:14,814 INFO [train.py:927] (4/8) Epoch 10, batch 19200, giga_loss[loss=0.2045, simple_loss=0.2983, pruned_loss=0.05536, over 12399.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04064, over 133.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2938, pruned_loss=0.05939, over 2476964.18 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06552, over 24375.41 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2995, pruned_loss=0.07178, over 2467800.83 frames. utt_duration=1211 frames, utt_pad_proportion=0.07632, over 8162.58 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.293, pruned_loss=0.05763, over 2478180.46 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06372, over 26463.80 utterances.], batch size: 133, lr: 3.61e-04
2022-08-26 09:56:25,846 INFO [train.py:927] (4/8) Epoch 10, batch 19250, giga_loss[loss=0.1959, simple_loss=0.2847, pruned_loss=0.05355, over 12398.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0442, over 146.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2921, pruned_loss=0.05871, over 2477186.26 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06513, over 24149.76 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2995, pruned_loss=0.07176, over 2468178.06 frames. utt_duration=1217 frames, utt_pad_proportion=0.07422, over 8122.89 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2912, pruned_loss=0.05683, over 2478154.58 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06417, over 26454.19 utterances.], batch size: 146, lr: 3.61e-04
2022-08-26 09:58:27,800 INFO [train.py:927] (4/8) Epoch 10, batch 19300, giga_loss[loss=0.2264, simple_loss=0.3062, pruned_loss=0.07328, over 12416.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07031, over 213.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2903, pruned_loss=0.05749, over 2477131.79 frames. utt_duration=425.8 frames, utt_pad_proportion=0.06094, over 23338.29 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2991, pruned_loss=0.07153, over 2468302.52 frames. utt_duration=1222 frames, utt_pad_proportion=0.07347, over 8092.22 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2898, pruned_loss=0.05603, over 2477899.28 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06065, over 25404.87 utterances.], batch size: 213, lr: 3.61e-04
2022-08-26 10:00:31,054 INFO [train.py:927] (4/8) Epoch 10, batch 19350, giga_loss[loss=0.2237, simple_loss=0.3045, pruned_loss=0.07145, over 12435.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06129, over 183.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2891, pruned_loss=0.05755, over 2477560.60 frames. utt_duration=433.1 frames, utt_pad_proportion=0.06026, over 22943.62 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2994, pruned_loss=0.07157, over 2468367.50 frames. utt_duration=1219 frames, utt_pad_proportion=0.07245, over 8108.91 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2882, pruned_loss=0.05589, over 2478387.11 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06021, over 25063.36 utterances.], batch size: 183, lr: 3.61e-04
2022-08-26 10:02:34,393 INFO [train.py:927] (4/8) Epoch 10, batch 19400, giga_loss[loss=0.2038, simple_loss=0.3037, pruned_loss=0.05194, over 12378.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.02891, over 85.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.289, pruned_loss=0.05676, over 2477568.84 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06331, over 23713.06 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2996, pruned_loss=0.07175, over 2468235.59 frames. utt_duration=1209 frames, utt_pad_proportion=0.07649, over 8177.46 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.288, pruned_loss=0.05513, over 2478454.29 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06196, over 25519.15 utterances.], batch size: 85, lr: 3.61e-04
2022-08-26 10:04:26,721 INFO [train.py:927] (4/8) Epoch 10, batch 19450, giga_loss[loss=0.2245, simple_loss=0.309, pruned_loss=0.07001, over 12391.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07477, over 212.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2901, pruned_loss=0.05603, over 2477500.68 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06371, over 23863.50 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2992, pruned_loss=0.07168, over 2467782.02 frames. utt_duration=1215 frames, utt_pad_proportion=0.07523, over 8136.46 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2894, pruned_loss=0.05444, over 2478846.66 frames. utt_duration=387.2 frames, utt_pad_proportion=0.0629, over 25688.59 utterances.], batch size: 212, lr: 3.61e-04
2022-08-26 10:06:36,320 INFO [train.py:927] (4/8) Epoch 10, batch 19500, giga_loss[loss=0.2045, simple_loss=0.291, pruned_loss=0.05902, over 12369.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04691, over 146.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2903, pruned_loss=0.05617, over 2476791.25 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06232, over 23292.79 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2987, pruned_loss=0.07146, over 2467135.23 frames. utt_duration=1224 frames, utt_pad_proportion=0.07319, over 8074.95 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2898, pruned_loss=0.05445, over 2478881.34 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06217, over 25455.80 utterances.], batch size: 146, lr: 3.61e-04
2022-08-26 10:08:45,783 INFO [train.py:927] (4/8) Epoch 10, batch 19550, giga_loss[loss=0.2036, simple_loss=0.2859, pruned_loss=0.06067, over 12411.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09998, over 257.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2902, pruned_loss=0.05591, over 2477344.52 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06378, over 23611.50 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2984, pruned_loss=0.07129, over 2467257.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.07252, over 8065.13 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2899, pruned_loss=0.05435, over 2479137.90 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06366, over 25682.79 utterances.], batch size: 257, lr: 3.61e-04
2022-08-26 10:11:01,677 INFO [train.py:927] (4/8) Epoch 10, batch 19600, giga_loss[loss=0.2092, simple_loss=0.3141, pruned_loss=0.05212, over 12432.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03661, over 105.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2927, pruned_loss=0.05691, over 2477467.24 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06277, over 23820.69 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2984, pruned_loss=0.07135, over 2467121.69 frames. utt_duration=1227 frames, utt_pad_proportion=0.07182, over 8054.26 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2924, pruned_loss=0.05542, over 2479131.54 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06291, over 25672.46 utterances.], batch size: 105, lr: 3.61e-04
2022-08-26 10:13:15,982 INFO [train.py:927] (4/8) Epoch 10, batch 19650, giga_loss[loss=0.2044, simple_loss=0.291, pruned_loss=0.05892, over 12442.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03106, over 98.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.294, pruned_loss=0.05762, over 2478309.94 frames. utt_duration=427.3 frames, utt_pad_proportion=0.06326, over 23266.51 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2989, pruned_loss=0.07183, over 2467610.71 frames. utt_duration=1207 frames, utt_pad_proportion=0.0789, over 8190.17 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2932, pruned_loss=0.0557, over 2479435.56 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06126, over 24974.27 utterances.], batch size: 98, lr: 3.61e-04
2022-08-26 10:15:35,024 INFO [train.py:927] (4/8) Epoch 10, batch 19700, giga_loss[loss=0.1763, simple_loss=0.284, pruned_loss=0.0343, over 12321.00 frames. utt_duration=705.1 frames, utt_pad_proportion=0.03018, over 70.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2921, pruned_loss=0.05659, over 2478750.88 frames. utt_duration=438.5 frames, utt_pad_proportion=0.05997, over 22669.84 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2989, pruned_loss=0.07186, over 2467803.59 frames. utt_duration=1204 frames, utt_pad_proportion=0.0785, over 8208.10 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2913, pruned_loss=0.05478, over 2479662.53 frames. utt_duration=409.8 frames, utt_pad_proportion=0.05854, over 24275.20 utterances.], batch size: 70, lr: 3.61e-04
2022-08-26 10:17:38,922 INFO [train.py:927] (4/8) Epoch 10, batch 19750, giga_loss[loss=0.2037, simple_loss=0.2983, pruned_loss=0.05449, over 12417.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07419, over 213.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.292, pruned_loss=0.05621, over 2478757.79 frames. utt_duration=422.4 frames, utt_pad_proportion=0.061, over 23537.75 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2988, pruned_loss=0.07177, over 2467733.28 frames. utt_duration=1207 frames, utt_pad_proportion=0.0776, over 8190.10 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2914, pruned_loss=0.05467, over 2479682.98 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06003, over 25012.50 utterances.], batch size: 213, lr: 3.61e-04
2022-08-26 10:19:31,734 INFO [train.py:927] (4/8) Epoch 10, batch 19800, giga_loss[loss=0.1946, simple_loss=0.2902, pruned_loss=0.04954, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02638, over 48.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2944, pruned_loss=0.05744, over 2478294.13 frames. utt_duration=436.4 frames, utt_pad_proportion=0.05823, over 22776.86 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2988, 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=0.2028, simple_loss=0.2938, pruned_loss=0.05586, over 2479315.14 frames. utt_duration=406.3 frames, utt_pad_proportion=0.05806, over 24480.44 utterances.], batch size: 48, lr: 3.61e-04
2022-08-26 10:21:22,809 INFO [train.py:927] (4/8) Epoch 10, batch 19850, libri_loss[loss=0.2183, simple_loss=0.2947, pruned_loss=0.07093, over 12358.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.04154, over 46.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2918, pruned_loss=0.05654, over 2478360.81 frames. utt_duration=433.6 frames, utt_pad_proportion=0.05889, over 22928.63 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2985, pruned_loss=0.07151, over 2467955.12 frames. utt_duration=1213 frames, utt_pad_proportion=0.07514, over 8149.49 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2914, pruned_loss=0.05526, over 2479131.69 frames. utt_duration=407.5 frames, utt_pad_proportion=0.0588, over 24403.90 utterances.], batch size: 46, lr: 3.61e-04
2022-08-26 10:23:12,349 INFO [train.py:927] (4/8) Epoch 10, batch 19900, giga_loss[loss=0.2456, simple_loss=0.3326, pruned_loss=0.07929, over 12328.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02469, over 45.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2944, pruned_loss=0.05846, over 2477383.01 frames. utt_duration=438.2 frames, utt_pad_proportion=0.06139, over 22677.24 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2983, pruned_loss=0.07146, over 2468081.28 frames. utt_duration=1219 frames, utt_pad_proportion=0.07382, over 8106.20 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2942, pruned_loss=0.05717, over 2478098.16 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06149, over 24236.60 utterances.], batch size: 45, lr: 3.61e-04
2022-08-26 10:24:56,655 INFO [train.py:927] (4/8) Epoch 10, batch 19950, giga_loss[loss=0.233, simple_loss=0.3248, pruned_loss=0.07064, over 12340.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03323, over 97.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2998, pruned_loss=0.06172, over 2475959.02 frames. utt_duration=438.9 frames, utt_pad_proportion=0.06317, over 22629.50 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2979, pruned_loss=0.07132, over 2467658.00 frames. utt_duration=1224 frames, utt_pad_proportion=0.07248, over 8071.77 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.3, pruned_loss=0.06056, over 2477095.09 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06347, over 24227.33 utterances.], batch size: 97, lr: 3.61e-04
2022-08-26 10:26:35,671 INFO [train.py:927] (4/8) Epoch 10, batch 20000, giga_loss[loss=0.1708, simple_loss=0.2601, pruned_loss=0.04079, over 12391.00 frames. utt_duration=973.5 frames, utt_pad_proportion=0.02946, over 51.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2973, pruned_loss=0.06146, over 2475116.47 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06198, over 21088.70 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2984, pruned_loss=0.07152, over 2467711.01 frames. utt_duration=1216 frames, utt_pad_proportion=0.07509, over 8125.12 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.297, pruned_loss=0.05997, over 2476259.49 frames. utt_duration=435.4 frames, utt_pad_proportion=0.06121, over 22818.08 utterances.], batch size: 51, lr: 3.61e-04
2022-08-26 10:28:17,219 INFO [train.py:927] (4/8) Epoch 10, batch 20050, giga_loss[loss=0.1816, simple_loss=0.2612, pruned_loss=0.05094, over 12441.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.02971, over 55.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2918, pruned_loss=0.0598, over 2475002.27 frames. utt_duration=488.5 frames, utt_pad_proportion=0.05961, over 20322.96 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2979, pruned_loss=0.07127, over 2467642.24 frames. utt_duration=1220 frames, utt_pad_proportion=0.07338, over 8097.75 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2919, pruned_loss=0.05839, over 2476286.76 frames. utt_duration=446.2 frames, utt_pad_proportion=0.05954, over 22266.15 utterances.], batch size: 55, lr: 3.61e-04
2022-08-26 10:29:57,753 INFO [train.py:927] (4/8) Epoch 10, batch 20100, libri_loss[loss=0.2342, simple_loss=0.3129, pruned_loss=0.07778, over 12446.00 frames. utt_duration=767.7 frames, utt_pad_proportion=0.1286, over 65.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2849, pruned_loss=0.05786, over 2474451.10 frames. utt_duration=491.4 frames, utt_pad_proportion=0.06104, over 20200.01 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2973, pruned_loss=0.07093, over 2467720.64 frames. utt_duration=1225 frames, utt_pad_proportion=0.07199, over 8068.93 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2851, pruned_loss=0.05655, over 2475676.53 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06115, over 22239.76 utterances.], batch size: 65, lr: 3.60e-04
2022-08-26 10:31:39,375 INFO [train.py:927] (4/8) Epoch 10, batch 20150, giga_loss[loss=0.1833, simple_loss=0.2787, pruned_loss=0.04394, over 12449.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03709, over 123.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2793, pruned_loss=0.05575, over 2474550.97 frames. utt_duration=499.2 frames, utt_pad_proportion=0.05981, over 19883.72 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2975, pruned_loss=0.07106, over 2467627.24 frames. utt_duration=1214 frames, utt_pad_proportion=0.07656, over 8142.81 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2792, pruned_loss=0.05447, over 2475659.69 frames. utt_duration=461.3 frames, utt_pad_proportion=0.05843, over 21528.65 utterances.], batch size: 123, lr: 3.60e-04
2022-08-26 10:33:21,654 INFO [train.py:927] (4/8) Epoch 10, batch 20200, giga_loss[loss=0.1707, simple_loss=0.2438, pruned_loss=0.04875, over 12353.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04455, over 37.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2738, pruned_loss=0.05382, over 2474332.26 frames. utt_duration=497.5 frames, utt_pad_proportion=0.06002, over 19949.76 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2975, pruned_loss=0.07106, over 2467747.95 frames. utt_duration=1215 frames, utt_pad_proportion=0.07595, over 8137.38 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2735, pruned_loss=0.05266, over 2475147.10 frames. utt_duration=464.9 frames, utt_pad_proportion=0.05909, over 21362.33 utterances.], batch size: 37, lr: 3.60e-04
2022-08-26 10:35:02,621 INFO [train.py:927] (4/8) Epoch 10, batch 20250, giga_loss[loss=0.2056, simple_loss=0.2769, pruned_loss=0.06712, over 12361.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09898, over 256.00 utterances.], tot_loss[loss=0.188, simple_loss=0.2707, pruned_loss=0.05269, over 2473997.60 frames. utt_duration=515.5 frames, utt_pad_proportion=0.05875, over 19251.83 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2977, pruned_loss=0.0712, over 2467761.53 frames. utt_duration=1208 frames, utt_pad_proportion=0.07842, over 8179.08 utterances.], giga_tot_loss[loss=0.1856, simple_loss=0.2693, pruned_loss=0.0509, over 2474917.80 frames. utt_duration=477 frames, utt_pad_proportion=0.05676, over 20815.17 utterances.], batch size: 256, lr: 3.60e-04
2022-08-26 10:36:43,368 INFO [train.py:927] (4/8) Epoch 10, batch 20300, giga_loss[loss=0.1728, simple_loss=0.2543, pruned_loss=0.0457, over 12408.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03839, over 105.00 utterances.], tot_loss[loss=0.1834, simple_loss=0.2656, pruned_loss=0.0506, over 2473683.89 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06365, over 19034.94 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2971, pruned_loss=0.07093, over 2467471.26 frames. utt_duration=1215 frames, utt_pad_proportion=0.07708, over 8130.10 utterances.], giga_tot_loss[loss=0.1812, simple_loss=0.2644, pruned_loss=0.04899, over 2474806.70 frames. utt_duration=483 frames, utt_pad_proportion=0.06204, over 20555.65 utterances.], batch size: 105, lr: 3.60e-04
2022-08-26 10:38:25,145 INFO [train.py:927] (4/8) Epoch 10, batch 20350, giga_loss[loss=0.1499, simple_loss=0.2252, pruned_loss=0.03733, over 12383.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04871, over 34.00 utterances.], tot_loss[loss=0.1795, simple_loss=0.2613, pruned_loss=0.04888, over 2472709.91 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06273, over 18717.03 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2977, pruned_loss=0.07114, over 2467141.12 frames. utt_duration=1218 frames, utt_pad_proportion=0.07588, over 8109.94 utterances.], giga_tot_loss[loss=0.1765, simple_loss=0.259, pruned_loss=0.04695, over 2474031.63 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06179, over 20187.98 utterances.], batch size: 34, lr: 3.60e-04
2022-08-26 10:40:07,767 INFO [train.py:927] (4/8) Epoch 10, batch 20400, giga_loss[loss=0.2467, simple_loss=0.3263, pruned_loss=0.08356, over 12362.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02885, over 66.00 utterances.], tot_loss[loss=0.1842, simple_loss=0.2658, pruned_loss=0.0513, over 2474173.32 frames. utt_duration=508.2 frames, utt_pad_proportion=0.0625, over 19531.43 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.298, pruned_loss=0.07131, over 2467488.13 frames. utt_duration=1216 frames, utt_pad_proportion=0.07535, over 8124.69 utterances.], giga_tot_loss[loss=0.1808, simple_loss=0.2631, pruned_loss=0.04924, over 2475017.29 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06187, over 20883.22 utterances.], batch size: 66, lr: 3.60e-04
2022-08-26 10:41:47,393 INFO [train.py:927] (4/8) Epoch 10, batch 20450, giga_loss[loss=0.2845, simple_loss=0.3549, pruned_loss=0.1071, over 12386.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06413, over 183.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2761, pruned_loss=0.05584, over 2473468.03 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06479, over 18997.64 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2986, pruned_loss=0.07153, 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: 183, lr: 3.60e-04
2022-08-26 10:43:28,366 INFO [train.py:927] (4/8) Epoch 10, batch 20500, giga_loss[loss=0.2179, simple_loss=0.3074, pruned_loss=0.0642, over 12373.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03377, over 104.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2819, pruned_loss=0.05765, over 2473137.48 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06554, over 18568.98 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2983, pruned_loss=0.07152, over 2467197.57 frames. utt_duration=1217 frames, utt_pad_proportion=0.07368, over 8119.91 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2787, pruned_loss=0.0553, over 2474254.45 frames. utt_duration=496.1 frames, utt_pad_proportion=0.06533, over 20009.10 utterances.], batch size: 104, lr: 3.60e-04
2022-08-26 10:45:13,114 INFO [train.py:927] (4/8) Epoch 10, batch 20550, giga_loss[loss=0.1941, simple_loss=0.2856, pruned_loss=0.05128, over 12383.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02702, over 70.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2853, pruned_loss=0.05832, over 2473499.62 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06514, over 18657.38 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2979, pruned_loss=0.07126, over 2467142.62 frames. utt_duration=1211 frames, utt_pad_proportion=0.07606, over 8159.30 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2828, pruned_loss=0.05636, over 2474566.21 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06389, over 19993.54 utterances.], batch size: 70, lr: 3.60e-04
2022-08-26 10:46:56,177 INFO [train.py:927] (4/8) Epoch 10, batch 20600, giga_loss[loss=0.2115, simple_loss=0.3041, pruned_loss=0.05948, over 12329.00 frames. utt_duration=749 frames, utt_pad_proportion=0.03109, over 66.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.29, pruned_loss=0.06069, over 2473042.63 frames. utt_duration=524 frames, utt_pad_proportion=0.06858, over 18930.39 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2985, pruned_loss=0.07158, 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=0.2873, pruned_loss=0.05864, 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
2022-08-26 10:48:37,842 INFO [train.py:927] (4/8) Epoch 10, batch 20650, giga_loss[loss=0.2041, simple_loss=0.3048, pruned_loss=0.05165, over 12484.00 frames. utt_duration=1922 frames, utt_pad_proportion=0.03562, over 26.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2943, pruned_loss=0.06256, over 2473147.51 frames. utt_duration=549 frames, utt_pad_proportion=0.06311, over 18069.53 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2984, pruned_loss=0.07153, over 2467046.02 frames. utt_duration=1201 frames, utt_pad_proportion=0.079, over 8224.24 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2922, pruned_loss=0.06085, over 2474092.54 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06153, over 19150.54 utterances.], batch size: 26, lr: 3.60e-04
2022-08-26 10:50:18,366 INFO [train.py:927] (4/8) Epoch 10, batch 20700, giga_loss[loss=0.2249, simple_loss=0.3166, pruned_loss=0.06665, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0301, over 42.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2973, pruned_loss=0.06426, over 2472305.17 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06731, over 18168.17 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2976, pruned_loss=0.07108, over 2467003.81 frames. utt_duration=1208 frames, utt_pad_proportion=0.07666, over 8180.19 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2962, pruned_loss=0.0629, over 2473440.11 frames. utt_duration=506.1 frames, utt_pad_proportion=0.0665, over 19606.09 utterances.], batch size: 42, lr: 3.60e-04
2022-08-26 10:52:07,577 INFO [train.py:927] (4/8) Epoch 10, batch 20750, giga_loss[loss=0.2219, simple_loss=0.3128, pruned_loss=0.0655, over 12374.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03097, over 97.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2988, pruned_loss=0.06418, over 2472366.31 frames. utt_duration=557.9 frames, utt_pad_proportion=0.0663, over 17773.89 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2968, pruned_loss=0.07069, over 2466785.14 frames. utt_duration=1216 frames, utt_pad_proportion=0.07547, over 8123.57 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2986, pruned_loss=0.06326, over 2473631.97 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06608, over 19239.86 utterances.], batch size: 97, lr: 3.60e-04
2022-08-26 10:53:47,870 INFO [train.py:927] (4/8) Epoch 10, batch 20800, giga_loss[loss=0.2098, simple_loss=0.2986, pruned_loss=0.0605, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02753, over 45.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2989, pruned_loss=0.06401, over 2472199.55 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06605, over 18008.11 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2966, pruned_loss=0.07043, over 2467011.86 frames. utt_duration=1219 frames, utt_pad_proportion=0.07399, over 8107.74 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.299, pruned_loss=0.06336, 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
2022-08-26 10:55:28,871 INFO [train.py:927] (4/8) Epoch 10, batch 20850, giga_loss[loss=0.2069, simple_loss=0.2925, pruned_loss=0.06066, over 12339.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03045, over 48.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3015, pruned_loss=0.0665, over 2471736.53 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06137, over 17147.00 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2966, pruned_loss=0.07051, over 2466599.03 frames. utt_duration=1224 frames, utt_pad_proportion=0.07217, over 8072.69 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3016, pruned_loss=0.06575, over 2473021.84 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06258, over 18620.84 utterances.], batch size: 48, lr: 3.60e-04
2022-08-26 10:57:13,010 INFO [train.py:927] (4/8) Epoch 10, batch 20900, giga_loss[loss=0.2207, simple_loss=0.295, pruned_loss=0.07317, over 12159.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03031, over 36.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3022, pruned_loss=0.06793, over 2470937.34 frames. utt_duration=591 frames, utt_pad_proportion=0.05868, over 16767.42 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2967, pruned_loss=0.07052, over 2466484.40 frames. utt_duration=1228 frames, utt_pad_proportion=0.07051, over 8040.94 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3023, pruned_loss=0.0672, over 2472174.84 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06039, over 18207.37 utterances.], batch size: 36, lr: 3.60e-04
2022-08-26 10:58:55,302 INFO [train.py:927] (4/8) Epoch 10, batch 20950, giga_loss[loss=0.2184, simple_loss=0.2955, pruned_loss=0.07061, over 12467.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02988, over 55.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3024, pruned_loss=0.06876, over 2471612.83 frames. utt_duration=577 frames, utt_pad_proportion=0.05988, over 17178.51 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2972, pruned_loss=0.0708, over 2466581.20 frames. utt_duration=1224 frames, utt_pad_proportion=0.07051, over 8068.33 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3021, pruned_loss=0.06791, over 2472557.92 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06104, over 18412.05 utterances.], batch size: 55, lr: 3.60e-04
2022-08-26 11:00:39,955 INFO [train.py:927] (4/8) Epoch 10, batch 21000, giga_loss[loss=0.1865, simple_loss=0.2729, pruned_loss=0.05001, 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=0.06775, over 2472518.45 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06457, over 17753.83 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2971, pruned_loss=0.07077, 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=0.06711, 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
2022-08-26 11:00:39,956 INFO [train.py:958] (4/8) Computing validation loss
2022-08-26 11:00:52,916 INFO [train.py:967] (4/8) Epoch 10, validation: loss=0.1827, simple_loss=0.2943, pruned_loss=0.03559, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 11:02:35,338 INFO [train.py:927] (4/8) Epoch 10, batch 21050, giga_loss[loss=0.1828, simple_loss=0.2615, pruned_loss=0.05209, over 12384.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05927, over 182.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.297, pruned_loss=0.06583, over 2472373.15 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06865, over 19059.67 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2969, pruned_loss=0.07062, over 2466183.56 frames. utt_duration=1229 frames, utt_pad_proportion=0.06953, over 8033.20 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2971, pruned_loss=0.0654, over 2473439.35 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06931, over 20027.66 utterances.], batch size: 182, lr: 3.60e-04
2022-08-26 11:04:18,254 INFO [train.py:927] (4/8) Epoch 10, batch 21100, giga_loss[loss=0.1829, simple_loss=0.268, pruned_loss=0.04892, over 12389.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03082, over 104.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.293, pruned_loss=0.06465, over 2473161.16 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06723, over 19461.35 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2968, pruned_loss=0.07054, over 2466554.67 frames. utt_duration=1231 frames, utt_pad_proportion=0.06872, over 8025.62 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2931, pruned_loss=0.06428, over 2473794.68 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06806, over 20418.90 utterances.], batch size: 104, lr: 3.60e-04
2022-08-26 11:06:00,272 INFO [train.py:927] (4/8) Epoch 10, batch 21150, giga_loss[loss=0.1999, simple_loss=0.2801, pruned_loss=0.05987, over 12356.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03042, over 51.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2921, pruned_loss=0.0639, over 2473586.01 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06888, over 19579.84 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2968, pruned_loss=0.07061, over 2466394.79 frames. utt_duration=1234 frames, utt_pad_proportion=0.06796, over 8003.32 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2921, pruned_loss=0.06347, over 2474324.17 frames. utt_duration=484.2 frames, utt_pad_proportion=0.06974, over 20503.60 utterances.], batch size: 51, lr: 3.60e-04
2022-08-26 11:07:42,558 INFO [train.py:927] (4/8) Epoch 10, batch 21200, giga_loss[loss=0.2001, simple_loss=0.2898, pruned_loss=0.05527, over 12397.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03981, over 133.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2911, pruned_loss=0.06319, over 2472864.82 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06331, over 18779.40 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2975, pruned_loss=0.07076, over 2466203.35 frames. utt_duration=1239 frames, utt_pad_proportion=0.06618, over 7969.83 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2904, pruned_loss=0.06251, over 2473849.39 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06491, over 19899.83 utterances.], batch size: 133, lr: 3.60e-04
2022-08-26 11:09:23,148 INFO [train.py:927] (4/8) Epoch 10, batch 21250, giga_loss[loss=0.2045, simple_loss=0.2795, pruned_loss=0.06472, over 12409.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02493, over 48.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2878, pruned_loss=0.06222, over 2473218.81 frames. utt_duration=538.8 frames, utt_pad_proportion=0.0616, over 18413.25 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2973, pruned_loss=0.07059, over 2466155.33 frames. utt_duration=1240 frames, utt_pad_proportion=0.06594, over 7961.98 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2874, pruned_loss=0.06179, over 2474052.81 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06305, over 19338.16 utterances.], batch size: 48, lr: 3.60e-04
2022-08-26 11:11:05,702 INFO [train.py:927] (4/8) Epoch 10, batch 21300, giga_loss[loss=0.2045, simple_loss=0.2823, pruned_loss=0.06335, over 12457.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02885, over 80.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2848, pruned_loss=0.06121, over 2474174.37 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05772, over 17899.20 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2972, pruned_loss=0.07056, over 2465983.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06519, over 7942.64 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2844, pruned_loss=0.06078, over 2475074.85 frames. utt_duration=528.6 frames, utt_pad_proportion=0.05931, over 18783.25 utterances.], batch size: 80, lr: 3.60e-04
2022-08-26 11:12:46,554 INFO [train.py:927] (4/8) Epoch 10, batch 21350, giga_loss[loss=0.1953, simple_loss=0.281, pruned_loss=0.0548, over 12360.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03165, over 58.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2824, pruned_loss=0.0603, over 2473961.94 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05383, over 17307.28 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2974, pruned_loss=0.07077, over 2466311.61 frames. utt_duration=1243 frames, utt_pad_proportion=0.06428, over 7946.16 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2815, pruned_loss=0.05948, over 2474640.76 frames. utt_duration=542.1 frames, utt_pad_proportion=0.05558, over 18311.42 utterances.], batch size: 58, lr: 3.60e-04
2022-08-26 11:14:29,653 INFO [train.py:927] (4/8) Epoch 10, batch 21400, giga_loss[loss=0.2392, simple_loss=0.2977, pruned_loss=0.0903, over 12453.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03018, over 43.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2798, pruned_loss=0.05933, over 2474786.09 frames. utt_duration=601.1 frames, utt_pad_proportion=0.05307, over 16509.75 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2973, pruned_loss=0.07083, over 2466581.99 frames. utt_duration=1237 frames, utt_pad_proportion=0.06731, over 7987.95 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2788, pruned_loss=0.05835, over 2475323.59 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05328, over 17516.07 utterances.], batch size: 43, lr: 3.60e-04
2022-08-26 11:16:13,614 INFO [train.py:927] (4/8) Epoch 10, batch 21450, giga_loss[loss=0.1746, simple_loss=0.2645, pruned_loss=0.0423, over 12316.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02892, over 74.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2814, pruned_loss=0.06124, over 2473947.46 frames. utt_duration=595.6 frames, utt_pad_proportion=0.05405, over 16656.39 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2984, pruned_loss=0.07253, over 2466317.45 frames. utt_duration=1228 frames, utt_pad_proportion=0.0701, over 8043.38 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2792, pruned_loss=0.0587, over 2474829.69 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05291, over 17640.36 utterances.], batch size: 74, lr: 3.60e-04
2022-08-26 11:17:54,191 INFO [train.py:927] (4/8) Epoch 10, batch 21500, giga_loss[loss=0.2308, simple_loss=0.3124, pruned_loss=0.07462, over 12382.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04547, over 146.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2852, pruned_loss=0.06322, over 2473523.12 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05736, over 16790.33 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2983, pruned_loss=0.07243, over 2465853.39 frames. utt_duration=1234 frames, utt_pad_proportion=0.06824, over 7999.51 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.283, pruned_loss=0.06094, over 2474928.57 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05695, over 17911.23 utterances.], batch size: 146, lr: 3.59e-04
2022-08-26 11:19:36,536 INFO [train.py:927] (4/8) Epoch 10, batch 21550, giga_loss[loss=0.2295, simple_loss=0.3215, pruned_loss=0.06871, over 12421.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03923, over 105.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2913, pruned_loss=0.06645, over 2473981.37 frames. utt_duration=586.5 frames, utt_pad_proportion=0.0565, over 16916.87 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2981, pruned_loss=0.07221, over 2465919.28 frames. utt_duration=1238 frames, utt_pad_proportion=0.0675, over 7977.59 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2897, pruned_loss=0.06475, over 2475119.01 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05647, over 17942.44 utterances.], batch size: 105, lr: 3.59e-04
2022-08-26 11:21:19,024 INFO [train.py:927] (4/8) Epoch 10, batch 21600, libri_loss[loss=0.1778, simple_loss=0.2615, pruned_loss=0.04709, over 12459.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00576, over 32.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2963, pruned_loss=0.06833, over 2473669.28 frames. utt_duration=542.6 frames, utt_pad_proportion=0.07043, over 18286.51 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2982, pruned_loss=0.07209, over 2466287.37 frames. utt_duration=1229 frames, utt_pad_proportion=0.07069, over 8036.93 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2947, pruned_loss=0.06691, over 2474490.91 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06847, over 19372.74 utterances.], batch size: 32, lr: 3.59e-04
2022-08-26 11:22:58,007 INFO [train.py:927] (4/8) Epoch 10, batch 21650, giga_loss[loss=0.1976, simple_loss=0.2871, pruned_loss=0.05411, over 12427.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03294, over 80.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2996, pruned_loss=0.06869, over 2473766.57 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06507, over 17767.58 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2981, pruned_loss=0.07211, over 2466417.58 frames. utt_duration=1230 frames, utt_pad_proportion=0.06987, over 8029.25 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2985, pruned_loss=0.06749, over 2474428.79 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06403, over 18806.73 utterances.], batch size: 80, lr: 3.59e-04
2022-08-26 11:24:41,024 INFO [train.py:927] (4/8) Epoch 10, batch 21700, giga_loss[loss=0.1849, simple_loss=0.276, pruned_loss=0.04684, over 12398.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.03734, over 26.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2975, pruned_loss=0.06626, over 2473393.19 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05949, over 17291.99 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2979, pruned_loss=0.07204, over 2466528.16 frames. utt_duration=1232 frames, utt_pad_proportion=0.06907, over 8016.05 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2967, pruned_loss=0.06519, over 2474053.24 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05917, over 18451.95 utterances.], batch size: 26, lr: 3.59e-04
2022-08-26 11:26:23,808 INFO [train.py:927] (4/8) Epoch 10, batch 21750, libri_loss[loss=0.1996, simple_loss=0.2841, pruned_loss=0.0576, over 12447.00 frames. utt_duration=959 frames, utt_pad_proportion=0.07165, over 52.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2971, pruned_loss=0.06544, over 2473921.39 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06091, over 17414.25 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2977, pruned_loss=0.07193, over 2466415.54 frames. utt_duration=1223 frames, utt_pad_proportion=0.07272, over 8074.35 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2967, pruned_loss=0.06453, over 2474728.46 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05909, over 18544.20 utterances.], batch size: 52, lr: 3.59e-04
2022-08-26 11:28:07,702 INFO [train.py:927] (4/8) Epoch 10, batch 21800, giga_loss[loss=0.2365, simple_loss=0.3145, pruned_loss=0.07928, over 12259.00 frames. utt_duration=962.9 frames, utt_pad_proportion=0.03515, over 51.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2995, pruned_loss=0.06679, over 2473670.98 frames. utt_duration=567.6 frames, utt_pad_proportion=0.06052, over 17477.68 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2973, pruned_loss=0.07178, over 2466427.72 frames. utt_duration=1226 frames, utt_pad_proportion=0.07222, over 8055.66 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2995, pruned_loss=0.06615, over 2474353.58 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05928, over 18466.93 utterances.], batch size: 51, lr: 3.59e-04
2022-08-26 11:29:51,149 INFO [train.py:927] (4/8) Epoch 10, batch 21850, libri_loss[loss=0.2302, simple_loss=0.3103, pruned_loss=0.07505, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007199, over 37.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3018, pruned_loss=0.06829, over 2474116.70 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06085, over 17961.90 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2973, pruned_loss=0.07157, over 2466495.85 frames. utt_duration=1230 frames, utt_pad_proportion=0.07115, over 8028.80 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3019, pruned_loss=0.0679, over 2474736.92 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06024, over 18957.83 utterances.], batch size: 37, lr: 3.59e-04
2022-08-26 11:31:35,758 INFO [train.py:927] (4/8) Epoch 10, batch 21900, giga_loss[loss=0.2096, simple_loss=0.3016, pruned_loss=0.05878, over 12380.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02748, over 66.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3032, pruned_loss=0.06926, over 2474185.58 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06134, over 17698.18 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2976, pruned_loss=0.07175, over 2466580.14 frames. utt_duration=1227 frames, utt_pad_proportion=0.07118, over 8051.40 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3031, pruned_loss=0.06876, over 2474664.03 frames. utt_duration=535 frames, utt_pad_proportion=0.06077, over 18552.53 utterances.], batch size: 66, lr: 3.59e-04
2022-08-26 11:33:18,459 INFO [train.py:927] (4/8) Epoch 10, batch 21950, giga_loss[loss=0.2363, simple_loss=0.3251, pruned_loss=0.07375, over 12360.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03036, over 62.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3046, pruned_loss=0.06957, over 2474900.28 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06286, over 17227.82 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2982, pruned_loss=0.0721, over 2467014.94 frames. utt_duration=1217 frames, utt_pad_proportion=0.074, over 8119.36 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3041, pruned_loss=0.0688, over 2475059.47 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06105, over 18067.03 utterances.], batch size: 62, lr: 3.59e-04
2022-08-26 11:35:01,602 INFO [train.py:927] (4/8) Epoch 10, batch 22000, giga_loss[loss=0.2177, simple_loss=0.2978, pruned_loss=0.06877, over 12372.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03091, over 58.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3037, pruned_loss=0.0692, over 2475109.39 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05982, over 16353.68 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2975, pruned_loss=0.07159, over 2466966.37 frames. utt_duration=1224 frames, utt_pad_proportion=0.07181, over 8069.95 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3041, pruned_loss=0.0689, over 2475630.34 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05917, over 17435.79 utterances.], batch size: 58, lr: 3.59e-04
2022-08-26 11:36:46,137 INFO [train.py:927] (4/8) Epoch 10, batch 22050, giga_loss[loss=0.211, simple_loss=0.2951, pruned_loss=0.06347, over 12377.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.03013, over 85.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3024, pruned_loss=0.06898, over 2475083.64 frames. utt_duration=620.9 frames, utt_pad_proportion=0.059, over 15983.25 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2972, pruned_loss=0.07147, over 2467135.48 frames. utt_duration=1216 frames, utt_pad_proportion=0.07489, over 8125.57 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3032, pruned_loss=0.06879, over 2475600.85 frames. utt_duration=582 frames, utt_pad_proportion=0.05695, over 17057.23 utterances.], batch size: 85, lr: 3.59e-04
2022-08-26 11:38:26,461 INFO [train.py:927] (4/8) Epoch 10, batch 22100, libri_loss[loss=0.302, simple_loss=0.3835, pruned_loss=0.1102, over 12403.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.3693, over 123.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3037, pruned_loss=0.07002, over 2474667.89 frames. utt_duration=628.9 frames, utt_pad_proportion=0.06328, over 15777.33 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2985, pruned_loss=0.07207, over 2467297.38 frames. utt_duration=1193 frames, utt_pad_proportion=0.08253, over 8280.15 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3033, pruned_loss=0.06921, over 2475145.08 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05727, over 16705.12 utterances.], batch size: 123, lr: 3.59e-04
2022-08-26 11:40:08,378 INFO [train.py:927] (4/8) Epoch 10, batch 22150, giga_loss[loss=0.238, simple_loss=0.3216, pruned_loss=0.07717, over 12461.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03133, over 92.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3062, pruned_loss=0.07079, over 2473973.04 frames. utt_duration=632.6 frames, utt_pad_proportion=0.06155, over 15679.96 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2997, pruned_loss=0.07227, over 2467757.05 frames. utt_duration=1186 frames, utt_pad_proportion=0.08386, over 8335.09 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3051, pruned_loss=0.06985, over 2474243.34 frames. utt_duration=593.7 frames, utt_pad_proportion=0.05554, over 16711.72 utterances.], batch size: 92, lr: 3.59e-04
2022-08-26 11:41:48,771 INFO [train.py:927] (4/8) Epoch 10, batch 22200, giga_loss[loss=0.2136, simple_loss=0.2964, pruned_loss=0.06543, over 12357.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02928, over 70.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3052, pruned_loss=0.0699, over 2472736.14 frames. utt_duration=655 frames, utt_pad_proportion=0.05681, over 15135.16 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2994, pruned_loss=0.07223, over 2467659.25 frames. utt_duration=1192 frames, utt_pad_proportion=0.08284, over 8292.75 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3046, pruned_loss=0.06915, 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
2022-08-26 11:43:30,735 INFO [train.py:927] (4/8) Epoch 10, batch 22250, libri_loss[loss=0.2317, simple_loss=0.3113, pruned_loss=0.076, over 12473.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.0303, over 46.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3034, pruned_loss=0.06904, over 2473313.49 frames. utt_duration=646.3 frames, utt_pad_proportion=0.0556, over 15342.90 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2994, pruned_loss=0.07229, over 2468075.88 frames. utt_duration=1183 frames, utt_pad_proportion=0.086, over 8358.71 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.303, pruned_loss=0.06831, over 2473370.73 frames. utt_duration=612.6 frames, utt_pad_proportion=0.05027, over 16189.56 utterances.], batch size: 46, lr: 3.59e-04
2022-08-26 11:45:11,784 INFO [train.py:927] (4/8) Epoch 10, batch 22300, giga_loss[loss=0.2402, simple_loss=0.3221, pruned_loss=0.07915, over 12371.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05299, over 161.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3006, pruned_loss=0.06795, over 2472471.27 frames. utt_duration=658.9 frames, utt_pad_proportion=0.05229, over 15044.56 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2995, pruned_loss=0.07237, over 2468126.19 frames. utt_duration=1184 frames, utt_pad_proportion=0.08498, over 8348.42 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3002, pruned_loss=0.06727, over 2472535.62 frames. utt_duration=627.2 frames, utt_pad_proportion=0.04839, over 15807.25 utterances.], batch size: 161, lr: 3.59e-04
2022-08-26 11:46:52,730 INFO [train.py:927] (4/8) Epoch 10, batch 22350, giga_loss[loss=0.2055, simple_loss=0.2898, pruned_loss=0.06061, over 12368.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02783, over 91.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2988, pruned_loss=0.06795, over 2472189.13 frames. utt_duration=632.4 frames, utt_pad_proportion=0.05925, over 15675.29 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3, pruned_loss=0.07273, over 2468215.15 frames. utt_duration=1176 frames, utt_pad_proportion=0.0874, over 8403.61 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.298, pruned_loss=0.06702, over 2472243.18 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05444, over 16345.45 utterances.], batch size: 91, lr: 3.59e-04
2022-08-26 11:48:33,341 INFO [train.py:927] (4/8) Epoch 10, batch 22400, giga_loss[loss=0.194, simple_loss=0.2721, pruned_loss=0.05795, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03373, over 39.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2949, pruned_loss=0.06646, over 2471985.19 frames. utt_duration=630.2 frames, utt_pad_proportion=0.05984, over 15728.24 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2998, pruned_loss=0.07264, over 2467911.27 frames. utt_duration=1182 frames, utt_pad_proportion=0.08618, over 8364.83 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2945, pruned_loss=0.06571, over 2472377.98 frames. utt_duration=603.6 frames, utt_pad_proportion=0.05637, over 16425.04 utterances.], batch size: 39, lr: 3.59e-04
2022-08-26 11:50:14,328 INFO [train.py:927] (4/8) Epoch 10, batch 22450, giga_loss[loss=0.197, simple_loss=0.2836, pruned_loss=0.05523, over 12429.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0375, over 133.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2919, pruned_loss=0.06513, over 2472586.69 frames. utt_duration=610.9 frames, utt_pad_proportion=0.05953, over 16230.54 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2998, pruned_loss=0.07268, over 2468037.71 frames. utt_duration=1182 frames, utt_pad_proportion=0.08583, over 8360.00 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2915, pruned_loss=0.06447, over 2472793.79 frames. utt_duration=589.6 frames, utt_pad_proportion=0.057, over 16817.98 utterances.], batch size: 133, lr: 3.59e-04
2022-08-26 11:51:54,622 INFO [train.py:927] (4/8) Epoch 10, batch 22500, giga_loss[loss=0.2067, simple_loss=0.2952, pruned_loss=0.05912, over 12412.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03239, over 80.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2932, pruned_loss=0.06491, over 2471964.49 frames. utt_duration=589.3 frames, utt_pad_proportion=0.06523, over 16822.07 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3007, pruned_loss=0.07289, over 2468220.41 frames. utt_duration=1175 frames, utt_pad_proportion=0.08831, over 8410.65 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.292, pruned_loss=0.06404, over 2472043.34 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06192, over 17440.30 utterances.], batch size: 80, lr: 3.59e-04
2022-08-26 11:53:35,150 INFO [train.py:927] (4/8) Epoch 10, batch 22550, giga_loss[loss=0.2119, simple_loss=0.2872, pruned_loss=0.06832, over 12190.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.03899, over 33.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2955, pruned_loss=0.06578, over 2471987.42 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06292, over 17386.76 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3009, pruned_loss=0.07315, over 2467752.04 frames. utt_duration=1177 frames, utt_pad_proportion=0.08747, over 8393.89 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2942, pruned_loss=0.06465, over 2472578.89 frames. utt_duration=548 frames, utt_pad_proportion=0.06054, over 18097.78 utterances.], batch size: 33, lr: 3.59e-04
2022-08-26 11:55:12,708 INFO [train.py:927] (4/8) Epoch 10, batch 22600, giga_loss[loss=0.1955, simple_loss=0.2869, pruned_loss=0.05207, over 12468.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02979, over 75.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2941, pruned_loss=0.06424, over 2472649.85 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06614, over 18187.69 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3004, pruned_loss=0.073, over 2467319.05 frames. utt_duration=1183 frames, utt_pad_proportion=0.08577, over 8353.14 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2932, pruned_loss=0.06321, over 2473631.58 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06466, over 19096.80 utterances.], batch size: 75, lr: 3.59e-04
2022-08-26 11:56:54,666 INFO [train.py:927] (4/8) Epoch 10, batch 22650, giga_loss[loss=0.228, simple_loss=0.3009, pruned_loss=0.07762, over 12237.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02987, over 42.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2937, pruned_loss=0.06373, over 2472614.06 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06463, over 17920.39 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3007, pruned_loss=0.07323, over 2467344.45 frames. utt_duration=1172 frames, utt_pad_proportion=0.08939, over 8429.38 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2927, pruned_loss=0.0627, over 2473383.16 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06201, over 18608.99 utterances.], batch size: 42, lr: 3.59e-04
2022-08-26 11:58:34,450 INFO [train.py:927] (4/8) Epoch 10, batch 22700, giga_loss[loss=0.1847, simple_loss=0.2787, pruned_loss=0.0454, over 12435.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.03977, over 26.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2958, pruned_loss=0.06475, over 2472566.56 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06535, over 17662.47 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3012, pruned_loss=0.07366, over 2467566.57 frames. utt_duration=1162 frames, utt_pad_proportion=0.09299, over 8505.10 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2945, pruned_loss=0.06347, over 2473046.50 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06165, over 18265.70 utterances.], batch size: 26, lr: 3.59e-04
2022-08-26 12:00:17,777 INFO [train.py:927] (4/8) Epoch 10, batch 22750, giga_loss[loss=0.1993, simple_loss=0.2823, pruned_loss=0.05811, over 12424.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03585, over 40.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2974, pruned_loss=0.06515, over 2472676.52 frames. utt_duration=567.6 frames, utt_pad_proportion=0.066, over 17472.57 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.302, pruned_loss=0.07397, over 2467725.29 frames. utt_duration=1152 frames, utt_pad_proportion=0.09496, over 8582.44 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2956, pruned_loss=0.06354, over 2473074.22 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06153, over 18164.91 utterances.], batch size: 40, lr: 3.59e-04
2022-08-26 12:01:57,991 INFO [train.py:927] (4/8) Epoch 10, batch 22800, libri_loss[loss=0.2124, simple_loss=0.28, pruned_loss=0.07242, over 12392.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006467, over 34.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2978, pruned_loss=0.06514, over 2473326.59 frames. utt_duration=582.7 frames, utt_pad_proportion=0.06172, over 17022.16 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3019, pruned_loss=0.07389, over 2467931.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.09385, over 8565.77 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2964, pruned_loss=0.06381, over 2473534.11 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05855, over 17704.74 utterances.], batch size: 34, lr: 3.59e-04
2022-08-26 12:03:36,795 INFO [train.py:927] (4/8) Epoch 10, batch 22850, giga_loss[loss=0.2227, simple_loss=0.2956, pruned_loss=0.07488, over 12401.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03679, over 40.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2979, pruned_loss=0.06511, over 2473295.00 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05962, over 16912.46 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3021, pruned_loss=0.07401, over 2468048.34 frames. utt_duration=1154 frames, utt_pad_proportion=0.09353, over 8568.94 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2965, pruned_loss=0.06393, over 2473373.78 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05723, over 17481.40 utterances.], batch size: 40, lr: 3.59e-04
2022-08-26 12:05:17,468 INFO [train.py:927] (4/8) Epoch 10, batch 22900, giga_loss[loss=0.22, simple_loss=0.2965, pruned_loss=0.07179, over 12332.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1825, over 359.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2949, pruned_loss=0.06356, over 2473768.42 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05825, over 16763.05 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3019, pruned_loss=0.07387, over 2467950.54 frames. utt_duration=1157 frames, utt_pad_proportion=0.09289, over 8546.31 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.294, pruned_loss=0.06267, over 2473974.14 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05655, over 17300.33 utterances.], batch size: 359, lr: 3.59e-04
2022-08-26 12:06:56,500 INFO [train.py:927] (4/8) Epoch 10, batch 22950, giga_loss[loss=0.2471, simple_loss=0.3285, pruned_loss=0.08286, over 12367.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02793, over 91.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2957, pruned_loss=0.06314, over 2474045.76 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05449, over 16847.97 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3018, pruned_loss=0.07377, over 2467768.57 frames. utt_duration=1159 frames, utt_pad_proportion=0.09221, over 8528.91 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.295, pruned_loss=0.06243, over 2474420.04 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05343, over 17361.41 utterances.], batch size: 91, lr: 3.58e-04
2022-08-26 12:08:33,936 INFO [train.py:927] (4/8) Epoch 10, batch 23000, giga_loss[loss=0.1876, simple_loss=0.2746, pruned_loss=0.05031, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.03848, over 34.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.295, pruned_loss=0.06294, over 2473993.58 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05225, over 16943.67 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3015, pruned_loss=0.07359, over 2467902.72 frames. utt_duration=1161 frames, utt_pad_proportion=0.09193, over 8515.26 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2946, pruned_loss=0.06248, over 2474205.97 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05154, over 17388.51 utterances.], batch size: 34, lr: 3.58e-04
2022-08-26 12:10:13,232 INFO [train.py:927] (4/8) Epoch 10, batch 23050, giga_loss[loss=0.2156, simple_loss=0.3095, pruned_loss=0.06085, over 12370.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04027, over 113.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.294, pruned_loss=0.06345, over 2474551.69 frames. utt_duration=587.6 frames, utt_pad_proportion=0.05017, over 16888.75 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3017, pruned_loss=0.07341, over 2468132.66 frames. utt_duration=1166 frames, utt_pad_proportion=0.09065, over 8479.21 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2934, pruned_loss=0.06307, over 2474623.63 frames. utt_duration=569.5 frames, utt_pad_proportion=0.04995, over 17425.92 utterances.], batch size: 113, lr: 3.58e-04
2022-08-26 12:11:50,622 INFO [train.py:927] (4/8) Epoch 10, batch 23100, giga_loss[loss=0.1609, simple_loss=0.2434, pruned_loss=0.03919, over 12314.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.04886, over 26.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2916, pruned_loss=0.06316, over 2474580.84 frames. utt_duration=581 frames, utt_pad_proportion=0.05035, over 17080.55 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3015, pruned_loss=0.07329, over 2468099.32 frames. utt_duration=1172 frames, utt_pad_proportion=0.08895, over 8434.51 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2911, pruned_loss=0.06269, over 2474838.85 frames. utt_duration=558.1 frames, utt_pad_proportion=0.05048, over 17786.87 utterances.], batch size: 26, lr: 3.58e-04
2022-08-26 12:13:29,864 INFO [train.py:927] (4/8) Epoch 10, batch 23150, giga_loss[loss=0.1706, simple_loss=0.2587, pruned_loss=0.04123, over 12400.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02608, over 70.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2889, pruned_loss=0.06227, over 2473818.51 frames. utt_duration=583.1 frames, utt_pad_proportion=0.05246, over 17015.13 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3014, pruned_loss=0.07329, over 2467953.34 frames. utt_duration=1172 frames, utt_pad_proportion=0.08837, over 8433.66 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2884, pruned_loss=0.06172, over 2474288.12 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05243, over 17733.43 utterances.], batch size: 70, lr: 3.58e-04
2022-08-26 12:15:08,050 INFO [train.py:927] (4/8) Epoch 10, batch 23200, giga_loss[loss=0.1841, simple_loss=0.2756, pruned_loss=0.04633, over 12378.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02766, over 66.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2855, pruned_loss=0.06059, over 2473919.51 frames. utt_duration=598.5 frames, utt_pad_proportion=0.04985, over 16577.12 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3013, pruned_loss=0.07323, over 2468031.87 frames. utt_duration=1175 frames, utt_pad_proportion=0.08734, over 8415.24 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.285, pruned_loss=0.06005, over 2474293.64 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05017, over 17277.35 utterances.], batch size: 66, lr: 3.58e-04
2022-08-26 12:16:46,530 INFO [train.py:927] (4/8) Epoch 10, batch 23250, giga_loss[loss=0.204, simple_loss=0.2895, pruned_loss=0.0593, over 12117.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04351, over 33.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2879, pruned_loss=0.0617, over 2473801.58 frames. utt_duration=584.8 frames, utt_pad_proportion=0.05081, over 16964.75 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3013, pruned_loss=0.07312, over 2467977.15 frames. utt_duration=1175 frames, utt_pad_proportion=0.0865, over 8408.97 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2873, pruned_loss=0.0612, over 2474230.82 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05117, over 17643.65 utterances.], batch size: 33, lr: 3.58e-04
2022-08-26 12:18:23,781 INFO [train.py:927] (4/8) Epoch 10, batch 23300, giga_loss[loss=0.2225, simple_loss=0.3123, pruned_loss=0.06633, over 12373.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05982, over 182.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.291, pruned_loss=0.06271, over 2473607.44 frames. utt_duration=565.7 frames, utt_pad_proportion=0.05121, over 17538.37 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.301, pruned_loss=0.07296, over 2467718.99 frames. utt_duration=1179 frames, utt_pad_proportion=0.08592, over 8385.93 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2907, pruned_loss=0.06237, over 2474230.60 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05161, over 18173.10 utterances.], batch size: 182, lr: 3.58e-04
2022-08-26 12:20:03,295 INFO [train.py:927] (4/8) Epoch 10, batch 23350, giga_loss[loss=0.2182, simple_loss=0.3017, pruned_loss=0.0674, over 12385.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02658, over 48.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2932, pruned_loss=0.06414, over 2473177.57 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05305, over 17242.69 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.301, pruned_loss=0.07296, over 2467360.12 frames. utt_duration=1185 frames, utt_pad_proportion=0.08326, over 8341.56 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2926, pruned_loss=0.06348, over 2474223.74 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05382, over 18154.61 utterances.], batch size: 48, lr: 3.58e-04
2022-08-26 12:21:47,894 INFO [train.py:927] (4/8) Epoch 10, batch 23400, giga_loss[loss=0.2389, simple_loss=0.3227, pruned_loss=0.07757, over 12361.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03153, over 97.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2989, pruned_loss=0.06808, over 2473877.80 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05916, over 17523.01 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3012, pruned_loss=0.07317, over 2467733.21 frames. utt_duration=1157 frames, utt_pad_proportion=0.09251, over 8541.60 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2981, pruned_loss=0.06722, over 2474517.88 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05521, over 18275.85 utterances.], batch size: 97, lr: 3.58e-04
2022-08-26 12:23:27,488 INFO [train.py:927] (4/8) Epoch 10, batch 23450, giga_loss[loss=0.2725, simple_loss=0.3491, pruned_loss=0.09789, over 12390.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02954, over 97.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3057, pruned_loss=0.07267, over 2473666.07 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06493, over 18638.66 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3012, pruned_loss=0.07306, over 2467572.54 frames. utt_duration=1163 frames, utt_pad_proportion=0.09051, over 8500.69 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3051, pruned_loss=0.07197, over 2474475.38 frames. utt_duration=509 frames, utt_pad_proportion=0.06212, over 19500.94 utterances.], batch size: 97, lr: 3.58e-04
2022-08-26 12:25:09,533 INFO [train.py:927] (4/8) Epoch 10, batch 23500, giga_loss[loss=0.2212, simple_loss=0.3054, pruned_loss=0.06854, over 12479.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02875, over 55.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3114, pruned_loss=0.07695, over 2473883.37 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06398, over 18386.93 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3011, pruned_loss=0.0731, over 2467561.04 frames. utt_duration=1165 frames, utt_pad_proportion=0.08915, over 8484.52 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3111, pruned_loss=0.07639, over 2474668.66 frames. utt_duration=514 frames, utt_pad_proportion=0.06207, over 19312.21 utterances.], batch size: 55, lr: 3.58e-04
2022-08-26 12:26:54,799 INFO [train.py:927] (4/8) Epoch 10, batch 23550, giga_loss[loss=0.2861, simple_loss=0.3438, pruned_loss=0.1142, over 12391.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04866, over 161.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3161, pruned_loss=0.08093, over 2474182.64 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06493, over 19114.84 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3013, pruned_loss=0.07326, over 2467544.23 frames. utt_duration=1166 frames, utt_pad_proportion=0.0888, over 8478.09 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3158, pruned_loss=0.08037, over 2474845.52 frames. utt_duration=499 frames, utt_pad_proportion=0.06355, over 19896.61 utterances.], batch size: 161, lr: 3.58e-04
2022-08-26 12:28:41,403 INFO [train.py:927] (4/8) Epoch 10, batch 23600, giga_loss[loss=0.2882, simple_loss=0.3587, pruned_loss=0.1089, over 12363.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.04491, over 37.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3229, pruned_loss=0.08674, over 2475154.13 frames. utt_duration=491 frames, utt_pad_proportion=0.06411, over 20223.93 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.302, pruned_loss=0.07331, over 2468075.92 frames. utt_duration=1168 frames, utt_pad_proportion=0.08711, over 8460.40 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3224, pruned_loss=0.08651, over 2475348.03 frames. utt_duration=470.1 frames, utt_pad_proportion=0.06353, over 21129.74 utterances.], batch size: 37, lr: 3.58e-04
2022-08-26 12:30:29,094 INFO [train.py:927] (4/8) Epoch 10, batch 23650, giga_loss[loss=0.2526, simple_loss=0.317, pruned_loss=0.09407, over 12398.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.0474, over 31.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3272, pruned_loss=0.09083, over 2475280.31 frames. utt_duration=462 frames, utt_pad_proportion=0.06895, over 21498.50 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3018, pruned_loss=0.07327, over 2468034.19 frames. utt_duration=1168 frames, utt_pad_proportion=0.08642, over 8462.20 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3274, pruned_loss=0.09096, over 2475596.09 frames. utt_duration=442.7 frames, utt_pad_proportion=0.06847, over 22442.13 utterances.], batch size: 31, lr: 3.58e-04
2022-08-26 12:32:14,380 INFO [train.py:927] (4/8) Epoch 10, batch 23700, giga_loss[loss=0.2435, simple_loss=0.3134, pruned_loss=0.08676, over 12468.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03528, over 40.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3264, pruned_loss=0.09095, over 2476104.51 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07244, over 21517.86 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3019, pruned_loss=0.07332, over 2468095.52 frames. utt_duration=1158 frames, utt_pad_proportion=0.08919, over 8534.23 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.327, pruned_loss=0.09141, over 2476473.00 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07091, over 22497.94 utterances.], batch size: 40, lr: 3.58e-04
2022-08-26 12:33:55,902 INFO [train.py:927] (4/8) Epoch 10, batch 23750, giga_loss[loss=0.2316, simple_loss=0.3121, pruned_loss=0.07557, over 12228.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03886, over 28.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3267, pruned_loss=0.09106, over 2475411.74 frames. utt_duration=455 frames, utt_pad_proportion=0.07694, over 21831.20 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3011, pruned_loss=0.07279, over 2467597.08 frames. utt_duration=1167 frames, utt_pad_proportion=0.08736, over 8470.97 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3286, pruned_loss=0.09237, over 2476335.66 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07605, over 23017.62 utterances.], batch size: 28, lr: 3.58e-04
2022-08-26 12:35:42,333 INFO [train.py:927] (4/8) Epoch 10, batch 23800, giga_loss[loss=0.2639, simple_loss=0.3334, pruned_loss=0.09717, over 12402.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05093, over 161.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3273, pruned_loss=0.09095, over 2475151.88 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07872, over 22664.53 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3013, pruned_loss=0.0729, over 2467698.01 frames. utt_duration=1165 frames, utt_pad_proportion=0.08699, over 8485.70 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3289, pruned_loss=0.09214, over 2475900.42 frames. utt_duration=417.7 frames, utt_pad_proportion=0.07805, over 23790.67 utterances.], batch size: 161, lr: 3.58e-04
2022-08-26 12:37:28,739 INFO [train.py:927] (4/8) Epoch 10, batch 23850, giga_loss[loss=0.251, simple_loss=0.325, pruned_loss=0.08846, over 12379.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.0422, over 133.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3262, pruned_loss=0.08887, over 2474308.37 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07937, over 23033.94 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3012, pruned_loss=0.07267, over 2467765.06 frames. utt_duration=1168 frames, utt_pad_proportion=0.08604, over 8462.59 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3279, pruned_loss=0.09022, over 2474918.72 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07908, over 24124.24 utterances.], batch size: 133, lr: 3.58e-04
2022-08-26 12:39:10,733 INFO [train.py:927] (4/8) Epoch 10, batch 23900, giga_loss[loss=0.2433, simple_loss=0.3155, pruned_loss=0.08554, over 12377.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04033, over 113.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3227, pruned_loss=0.086, over 2474448.71 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07801, over 22559.90 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3011, pruned_loss=0.07254, over 2467954.39 frames. utt_duration=1176 frames, utt_pad_proportion=0.08379, over 8407.25 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3249, pruned_loss=0.08767, over 2474949.15 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07852, over 23935.25 utterances.], batch size: 113, lr: 3.58e-04
2022-08-26 12:40:55,700 INFO [train.py:927] (4/8) Epoch 10, batch 23950, giga_loss[loss=0.2408, simple_loss=0.3162, pruned_loss=0.08273, over 12337.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03343, over 51.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3212, pruned_loss=0.08451, over 2474848.27 frames. utt_duration=455.4 frames, utt_pad_proportion=0.0732, over 21806.39 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.301, pruned_loss=0.07256, over 2467614.52 frames. utt_duration=1180 frames, utt_pad_proportion=0.08312, over 8377.33 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3233, pruned_loss=0.08598, over 2475621.65 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07407, over 23098.47 utterances.], batch size: 51, lr: 3.58e-04
2022-08-26 12:42:49,517 INFO [train.py:927] (4/8) Epoch 10, batch 24000, giga_loss[loss=0.29, simple_loss=0.37, pruned_loss=0.105, over 12420.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07239, over 212.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3204, pruned_loss=0.08332, over 2474878.87 frames. utt_duration=456.8 frames, utt_pad_proportion=0.06882, over 21741.35 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3009, pruned_loss=0.07256, over 2467499.75 frames. utt_duration=1183 frames, utt_pad_proportion=0.0819, over 8351.95 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3225, pruned_loss=0.08468, over 2475733.82 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07007, over 23025.10 utterances.], batch size: 212, lr: 3.58e-04
2022-08-26 12:42:49,518 INFO [train.py:958] (4/8) Computing validation loss
2022-08-26 12:43:04,616 INFO [train.py:967] (4/8) Epoch 10, validation: loss=0.1951, simple_loss=0.3125, pruned_loss=0.03882, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 12:44:47,101 INFO [train.py:927] (4/8) Epoch 10, batch 24050, giga_loss[loss=0.2189, simple_loss=0.306, pruned_loss=0.0659, over 12360.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03667, over 122.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3205, pruned_loss=0.08144, over 2475302.92 frames. utt_duration=466.5 frames, utt_pad_proportion=0.06951, over 21290.96 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3016, pruned_loss=0.07299, over 2467829.32 frames. utt_duration=1176 frames, utt_pad_proportion=0.08431, over 8404.73 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3221, pruned_loss=0.08239, over 2475857.54 frames. utt_duration=440.1 frames, utt_pad_proportion=0.06962, over 22577.49 utterances.], batch size: 122, lr: 3.58e-04
2022-08-26 12:46:32,640 INFO [train.py:927] (4/8) Epoch 10, batch 24100, giga_loss[loss=0.1977, simple_loss=0.2821, pruned_loss=0.05664, over 12443.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03181, over 75.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.32, pruned_loss=0.08139, over 2475562.71 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07083, over 20842.47 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3016, pruned_loss=0.07304, over 2467987.80 frames. utt_duration=1167 frames, utt_pad_proportion=0.08772, over 8472.30 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3213, pruned_loss=0.08218, over 2475922.85 frames. utt_duration=453.5 frames, utt_pad_proportion=0.06952, over 21908.07 utterances.], batch size: 75, lr: 3.58e-04
2022-08-26 12:48:17,404 INFO [train.py:927] (4/8) Epoch 10, batch 24150, giga_loss[loss=0.2154, simple_loss=0.2967, pruned_loss=0.06708, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02916, over 48.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3186, pruned_loss=0.08157, over 2475640.28 frames. utt_duration=498 frames, utt_pad_proportion=0.06725, over 19944.19 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3018, pruned_loss=0.07313, over 2468182.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.09123, over 8544.93 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3197, pruned_loss=0.08223, over 2475851.56 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06483, over 20885.59 utterances.], batch size: 48, lr: 3.58e-04
2022-08-26 12:50:03,022 INFO [train.py:927] (4/8) Epoch 10, batch 24200, giga_loss[loss=0.3169, simple_loss=0.38, pruned_loss=0.1269, over 12462.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.03715, over 34.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3177, pruned_loss=0.07972, over 2476168.59 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06501, over 19190.70 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3021, pruned_loss=0.07314, over 2468287.99 frames. utt_duration=1161 frames, utt_pad_proportion=0.08986, over 8513.27 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3186, pruned_loss=0.08037, over 2476384.65 frames. utt_duration=492.6 frames, utt_pad_proportion=0.0635, over 20166.33 utterances.], batch size: 34, lr: 3.58e-04
2022-08-26 12:51:44,754 INFO [train.py:927] (4/8) Epoch 10, batch 24250, giga_loss[loss=0.2248, simple_loss=0.3102, pruned_loss=0.06976, over 12313.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.0354, over 51.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3169, pruned_loss=0.0791, over 2475539.78 frames. utt_duration=518.7 frames, utt_pad_proportion=0.0654, over 19143.29 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3017, pruned_loss=0.07301, over 2468462.94 frames. utt_duration=1157 frames, utt_pad_proportion=0.09138, over 8543.45 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3186, pruned_loss=0.07999, over 2475856.40 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06312, over 20327.58 utterances.], batch size: 51, lr: 3.58e-04