2022-08-20 00:34:52,203 INFO [train.py:1020] (7/8) Training started
2022-08-20 00:34:52,203 INFO [train.py:1030] (7/8) Device: cuda:7
2022-08-20 00:34:52,207 INFO [train.py:1039] (7/8) {'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 00:34:52,207 INFO [train.py:1041] (7/8) About to create model
2022-08-20 00:34:52,690 INFO [train.py:460] (7/8) Use giga
2022-08-20 00:34:52,745 INFO [train.py:1045] (7/8) Number of model parameters: 86241344
2022-08-20 00:34:58,877 INFO [train.py:1060] (7/8) Using DDP
2022-08-20 00:34:59,677 INFO [librispeech.py:43] (7/8) About to get train-clean-100 cuts from data/fbank/librispeech_cuts_train-clean-100.jsonl.gz
2022-08-20 00:34:59,683 INFO [librispeech.py:48] (7/8) 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] (7/8) About to get train-other-500 cuts from data/fbank/librispeech_cuts_train-other-500.jsonl.gz
2022-08-20 00:34:59,686 INFO [train.py:1104] (7/8) Using the XL subset of GigaSpeech (10k hours)
2022-08-20 00:34:59,686 INFO [gigaspeech.py:46] (7/8) About to get train-XL cuts
2022-08-20 00:34:59,791 INFO [gigaspeech.py:62] (7/8) Loading 1998 splits
2022-08-20 00:35:10,602 INFO [asr_datamodule.py:168] (7/8) Enable MUSAN
2022-08-20 00:35:10,603 INFO [asr_datamodule.py:180] (7/8) Enable SpecAugment
2022-08-20 00:35:10,603 INFO [asr_datamodule.py:181] (7/8) Time warp factor: 80
2022-08-20 00:35:10,603 INFO [asr_datamodule.py:196] (7/8) About to create train dataset
2022-08-20 00:35:10,603 INFO [asr_datamodule.py:227] (7/8) Using DynamicBucketingSampler.
2022-08-20 00:35:13,501 INFO [asr_datamodule.py:236] (7/8) About to create train dataloader
2022-08-20 00:35:13,502 INFO [asr_datamodule.py:168] (7/8) Enable MUSAN
2022-08-20 00:35:13,502 INFO [asr_datamodule.py:180] (7/8) Enable SpecAugment
2022-08-20 00:35:13,502 INFO [asr_datamodule.py:181] (7/8) Time warp factor: 80
2022-08-20 00:35:13,502 INFO [asr_datamodule.py:196] (7/8) About to create train dataset
2022-08-20 00:35:13,503 INFO [asr_datamodule.py:227] (7/8) Using DynamicBucketingSampler.
2022-08-20 00:35:17,144 INFO [asr_datamodule.py:236] (7/8) About to create train dataloader
2022-08-20 00:35:17,145 INFO [librispeech.py:68] (7/8) About to get dev-clean cuts from data/fbank/librispeech_cuts_dev-clean.jsonl.gz
2022-08-20 00:35:17,146 INFO [librispeech.py:73] (7/8) About to get dev-other cuts from data/fbank/librispeech_cuts_dev-other.jsonl.gz
2022-08-20 00:35:17,148 INFO [asr_datamodule.py:249] (7/8) About to create dev dataset
2022-08-20 00:35:17,491 INFO [asr_datamodule.py:270] (7/8) About to create dev dataloader
2022-08-20 00:35:17,491 INFO [train.py:1156] (7/8) Skip scan_pessimistic_batches_for_oom
2022-08-20 00:37:24,318 INFO [train.py:927] (7/8) Epoch 1, batch 50, giga_loss[loss=0.6069, simple_loss=1.214, pruned_loss=7.725, over 12430.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04194, over 146.00 utterances.], tot_loss[loss=0.874, simple_loss=1.748, pruned_loss=7.723, over 548022.65 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06961, over 4189.23 utterances.], libri_tot_loss[loss=1.188, simple_loss=2.377, pruned_loss=7.307, over 108506.82 frames. utt_duration=1352 frames, utt_pad_proportion=0.01874, over 321.31 utterances.], giga_tot_loss[loss=0.8182, simple_loss=1.636, pruned_loss=7.806, over 459743.46 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07337, over 3973.72 utterances.], batch size: 146, lr: 3.00e-03
2022-08-20 00:39:05,394 INFO [train.py:927] (7/8) Epoch 1, batch 100, giga_loss[loss=0.4019, simple_loss=0.8039, pruned_loss=7.29, over 12411.00 frames. utt_duration=802.3 frames, utt_pad_proportion=0.02874, over 62.00 utterances.], tot_loss[loss=0.6644, simple_loss=1.329, pruned_loss=7.599, over 975159.28 frames. utt_duration=551 frames, utt_pad_proportion=0.06738, over 7098.70 utterances.], libri_tot_loss[loss=1.016, simple_loss=2.031, pruned_loss=7.491, over 155355.26 frames. utt_duration=1383 frames, utt_pad_proportion=0.01573, over 449.93 utterances.], giga_tot_loss[loss=0.6265, simple_loss=1.253, pruned_loss=7.609, over 874822.51 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07023, over 6923.55 utterances.], batch size: 62, lr: 3.00e-03
2022-08-20 00:40:44,374 INFO [train.py:927] (7/8) Epoch 1, batch 150, giga_loss[loss=0.3693, simple_loss=0.7386, pruned_loss=7.165, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03758, over 37.00 utterances.], tot_loss[loss=0.5642, simple_loss=1.128, pruned_loss=7.48, over 1307591.79 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06469, over 9395.28 utterances.], libri_tot_loss[loss=0.8616, simple_loss=1.723, pruned_loss=7.607, over 223703.33 frames. utt_duration=1393 frames, utt_pad_proportion=0.01393, over 643.00 utterances.], giga_tot_loss[loss=0.5374, simple_loss=1.075, pruned_loss=7.458, over 1191837.71 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06751, over 9299.11 utterances.], batch size: 37, lr: 3.00e-03
2022-08-20 00:42:20,887 INFO [train.py:927] (7/8) Epoch 1, batch 200, giga_loss[loss=0.3832, simple_loss=0.7664, pruned_loss=6.724, over 12386.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.5027, simple_loss=1.005, pruned_loss=7.304, over 1565976.37 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06311, over 11485.08 utterances.], libri_tot_loss[loss=0.7819, simple_loss=1.564, pruned_loss=7.614, over 279414.85 frames. utt_duration=1408 frames, utt_pad_proportion=0.01248, over 794.46 utterances.], giga_tot_loss[loss=0.4819, simple_loss=0.9637, pruned_loss=7.268, over 1450548.50 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06566, over 11494.32 utterances.], batch size: 133, lr: 3.00e-03
2022-08-20 00:43:59,371 INFO [train.py:927] (7/8) Epoch 1, batch 250, giga_loss[loss=0.3571, simple_loss=0.7142, pruned_loss=7.068, over 12388.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.4655, simple_loss=0.9309, pruned_loss=7.249, over 1767418.19 frames. utt_duration=552.6 frames, utt_pad_proportion=0.05728, over 12827.19 utterances.], libri_tot_loss[loss=0.7551, simple_loss=1.51, pruned_loss=7.604, over 312126.89 frames. utt_duration=1417 frames, utt_pad_proportion=0.0135, over 882.09 utterances.], giga_tot_loss[loss=0.4476, simple_loss=0.8952, pruned_loss=7.216, over 1665555.78 frames. utt_duration=517.8 frames, utt_pad_proportion=0.05935, over 12903.43 utterances.], batch size: 58, lr: 3.00e-03
2022-08-20 00:45:35,171 INFO [train.py:927] (7/8) Epoch 1, batch 300, giga_loss[loss=0.3635, simple_loss=0.7269, pruned_loss=6.848, over 12368.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03099, over 97.00 utterances.], tot_loss[loss=0.441, simple_loss=0.8819, pruned_loss=7.185, over 1923904.45 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06234, over 14438.50 utterances.], libri_tot_loss[loss=0.6941, simple_loss=1.388, pruned_loss=7.554, over 386523.35 frames. utt_duration=1363 frames, utt_pad_proportion=0.02204, over 1135.90 utterances.], giga_tot_loss[loss=0.4253, simple_loss=0.8507, pruned_loss=7.15, over 1822262.79 frames. utt_duration=498 frames, utt_pad_proportion=0.06396, over 14679.47 utterances.], batch size: 97, lr: 3.00e-03
2022-08-20 00:47:16,015 INFO [train.py:927] (7/8) Epoch 1, batch 350, giga_loss[loss=0.3629, simple_loss=0.7259, pruned_loss=6.949, over 12381.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02945, over 85.00 utterances.], tot_loss[loss=0.42, simple_loss=0.8399, pruned_loss=7.117, over 2046139.63 frames. utt_duration=547.6 frames, utt_pad_proportion=0.05896, over 14985.96 utterances.], libri_tot_loss[loss=0.677, simple_loss=1.354, pruned_loss=7.525, over 407214.67 frames. utt_duration=1380 frames, utt_pad_proportion=0.02229, over 1181.43 utterances.], giga_tot_loss[loss=0.4079, simple_loss=0.8158, pruned_loss=7.089, over 1962039.15 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06036, over 15259.57 utterances.], batch size: 85, lr: 3.00e-03
2022-08-20 00:48:57,377 INFO [train.py:927] (7/8) Epoch 1, batch 400, giga_loss[loss=0.3323, simple_loss=0.6647, pruned_loss=6.648, over 12340.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1852, over 360.00 utterances.], tot_loss[loss=0.403, simple_loss=0.8059, pruned_loss=7.065, over 2141162.67 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06939, over 16672.05 utterances.], libri_tot_loss[loss=0.6576, simple_loss=1.315, pruned_loss=7.493, over 438078.05 frames. utt_duration=1378 frames, utt_pad_proportion=0.02205, over 1273.18 utterances.], giga_tot_loss[loss=0.3927, simple_loss=0.7855, pruned_loss=7.042, over 2069664.37 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07049, over 17005.48 utterances.], batch size: 360, lr: 3.00e-03
2022-08-20 00:50:39,328 INFO [train.py:927] (7/8) Epoch 1, batch 450, giga_loss[loss=0.3291, simple_loss=0.6582, pruned_loss=6.96, over 12439.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04388, over 134.00 utterances.], tot_loss[loss=0.3895, simple_loss=0.7789, pruned_loss=7.037, over 2214741.82 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06564, over 16665.70 utterances.], libri_tot_loss[loss=0.6322, simple_loss=1.264, pruned_loss=7.449, over 487987.86 frames. utt_duration=1362 frames, utt_pad_proportion=0.0226, over 1434.97 utterances.], giga_tot_loss[loss=0.3799, simple_loss=0.7597, pruned_loss=7.017, over 2151517.32 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06703, over 17128.73 utterances.], batch size: 134, lr: 2.99e-03
2022-08-20 00:52:18,221 INFO [train.py:927] (7/8) Epoch 1, batch 500, giga_loss[loss=0.4069, simple_loss=0.8137, pruned_loss=7.125, over 12378.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.3907, simple_loss=0.7814, pruned_loss=7.044, over 2272389.24 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06267, over 17186.32 utterances.], libri_tot_loss[loss=0.6159, simple_loss=1.232, pruned_loss=7.408, over 527251.98 frames. utt_duration=1376 frames, utt_pad_proportion=0.02142, over 1534.47 utterances.], giga_tot_loss[loss=0.382, simple_loss=0.764, pruned_loss=7.029, over 2218268.15 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06419, over 17744.76 utterances.], batch size: 66, lr: 2.99e-03
2022-08-20 00:53:58,310 INFO [train.py:927] (7/8) Epoch 1, batch 550, libri_loss[loss=0.4328, simple_loss=0.8657, pruned_loss=6.959, over 12431.00 frames. utt_duration=419.4 frames, utt_pad_proportion=0.3467, over 119.00 utterances.], tot_loss[loss=0.3957, simple_loss=0.7915, pruned_loss=7.074, over 2317499.97 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06522, over 16987.66 utterances.], libri_tot_loss[loss=0.5863, simple_loss=1.173, pruned_loss=7.339, over 603166.58 frames. utt_duration=1312 frames, utt_pad_proportion=0.04158, over 1841.39 utterances.], giga_tot_loss[loss=0.3875, simple_loss=0.7749, pruned_loss=7.066, over 2267750.64 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06502, over 17702.61 utterances.], batch size: 119, lr: 2.99e-03
2022-08-20 00:55:39,674 INFO [train.py:927] (7/8) Epoch 1, batch 600, giga_loss[loss=0.3876, simple_loss=0.7752, pruned_loss=7.278, over 12431.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04158, over 146.00 utterances.], tot_loss[loss=0.3924, simple_loss=0.7848, pruned_loss=7.11, over 2351966.81 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06941, over 18076.73 utterances.], libri_tot_loss[loss=0.5779, simple_loss=1.156, pruned_loss=7.311, over 631259.36 frames. utt_duration=1305 frames, utt_pad_proportion=0.0402, over 1937.30 utterances.], giga_tot_loss[loss=0.3851, simple_loss=0.7703, pruned_loss=7.108, over 2310643.67 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06946, over 18782.90 utterances.], batch size: 146, lr: 2.99e-03
2022-08-20 00:57:20,677 INFO [train.py:927] (7/8) Epoch 1, batch 650, giga_loss[loss=0.3308, simple_loss=0.6616, pruned_loss=7.328, over 12339.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03291, over 85.00 utterances.], tot_loss[loss=0.3824, simple_loss=0.7647, pruned_loss=7.142, over 2378906.43 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06603, over 18083.52 utterances.], libri_tot_loss[loss=0.5706, simple_loss=1.141, pruned_loss=7.281, over 658510.23 frames. utt_duration=1318 frames, utt_pad_proportion=0.03866, over 2000.94 utterances.], giga_tot_loss[loss=0.3757, simple_loss=0.7514, pruned_loss=7.145, over 2345050.44 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06646, over 18794.11 utterances.], batch size: 85, lr: 2.99e-03
2022-08-20 00:59:00,308 INFO [train.py:927] (7/8) Epoch 1, batch 700, giga_loss[loss=0.3222, simple_loss=0.6443, pruned_loss=7.326, over 12473.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.373, simple_loss=0.7459, pruned_loss=7.169, over 2400770.26 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06356, over 17554.00 utterances.], libri_tot_loss[loss=0.5626, simple_loss=1.125, pruned_loss=7.251, over 703444.46 frames. utt_duration=1322 frames, utt_pad_proportion=0.03626, over 2130.51 utterances.], giga_tot_loss[loss=0.3654, simple_loss=0.7308, pruned_loss=7.178, over 2371890.30 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06448, over 18350.94 utterances.], batch size: 75, lr: 2.99e-03
2022-08-20 01:00:42,639 INFO [train.py:927] (7/8) Epoch 1, batch 750, giga_loss[loss=0.3213, simple_loss=0.6426, pruned_loss=7.422, over 12314.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02552, over 45.00 utterances.], tot_loss[loss=0.365, simple_loss=0.73, pruned_loss=7.2, over 2416222.67 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06475, over 17776.48 utterances.], libri_tot_loss[loss=0.5506, simple_loss=1.101, pruned_loss=7.224, over 755234.38 frames. utt_duration=1320 frames, utt_pad_proportion=0.03508, over 2291.76 utterances.], giga_tot_loss[loss=0.3571, simple_loss=0.7141, pruned_loss=7.212, over 2391917.09 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06581, over 18676.22 utterances.], batch size: 45, lr: 2.98e-03
2022-08-20 01:02:23,809 INFO [train.py:927] (7/8) Epoch 1, batch 800, giga_loss[loss=0.3082, simple_loss=0.6164, pruned_loss=7.318, over 12377.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07083, over 211.00 utterances.], tot_loss[loss=0.3525, simple_loss=0.7051, pruned_loss=7.227, over 2428074.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06573, over 17876.43 utterances.], libri_tot_loss[loss=0.548, simple_loss=1.096, pruned_loss=7.218, over 763620.21 frames. utt_duration=1325 frames, utt_pad_proportion=0.03502, over 2307.30 utterances.], giga_tot_loss[loss=0.3462, simple_loss=0.6923, pruned_loss=7.238, over 2409021.78 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06657, over 18636.35 utterances.], batch size: 211, lr: 2.98e-03
2022-08-20 01:04:04,043 INFO [train.py:927] (7/8) Epoch 1, batch 850, giga_loss[loss=0.2743, simple_loss=0.5486, pruned_loss=7.349, over 12452.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02748, over 55.00 utterances.], tot_loss[loss=0.3389, simple_loss=0.6778, pruned_loss=7.249, over 2438077.30 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06488, over 17765.53 utterances.], libri_tot_loss[loss=0.5443, simple_loss=1.089, pruned_loss=7.204, over 780583.72 frames. utt_duration=1316 frames, utt_pad_proportion=0.03539, over 2375.02 utterances.], giga_tot_loss[loss=0.3331, simple_loss=0.6662, pruned_loss=7.262, over 2422827.40 frames. utt_duration=527 frames, utt_pad_proportion=0.06568, over 18443.13 utterances.], batch size: 55, lr: 2.98e-03
2022-08-20 01:05:44,906 INFO [train.py:927] (7/8) Epoch 1, batch 900, giga_loss[loss=0.2797, simple_loss=0.5594, pruned_loss=7.266, over 12445.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03026, over 55.00 utterances.], tot_loss[loss=0.3291, simple_loss=0.6582, pruned_loss=7.258, over 2445017.42 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06358, over 17093.93 utterances.], libri_tot_loss[loss=0.5331, simple_loss=1.066, pruned_loss=7.162, over 830306.09 frames. utt_duration=1287 frames, utt_pad_proportion=0.04787, over 2583.09 utterances.], giga_tot_loss[loss=0.3224, simple_loss=0.6447, pruned_loss=7.282, over 2432304.82 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06322, over 17850.07 utterances.], batch size: 55, lr: 2.98e-03
2022-08-20 01:07:26,118 INFO [train.py:927] (7/8) Epoch 1, batch 950, giga_loss[loss=0.2575, simple_loss=0.5149, pruned_loss=7.308, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03343, over 42.00 utterances.], tot_loss[loss=0.3202, simple_loss=0.6404, pruned_loss=7.268, over 2451644.89 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06334, over 17143.11 utterances.], libri_tot_loss[loss=0.5302, simple_loss=1.06, pruned_loss=7.151, over 846769.10 frames. utt_duration=1291 frames, utt_pad_proportion=0.04677, over 2627.15 utterances.], giga_tot_loss[loss=0.3139, simple_loss=0.6277, pruned_loss=7.291, over 2441362.99 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06324, over 17824.74 utterances.], batch size: 42, lr: 2.97e-03
2022-08-20 01:09:05,635 INFO [train.py:927] (7/8) Epoch 1, batch 1000, giga_loss[loss=0.2607, simple_loss=0.5215, pruned_loss=7.286, over 12365.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03578, over 122.00 utterances.], tot_loss[loss=0.313, simple_loss=0.6259, pruned_loss=7.265, over 2456088.68 frames. utt_duration=581 frames, utt_pad_proportion=0.06185, over 16954.22 utterances.], libri_tot_loss[loss=0.521, simple_loss=1.042, pruned_loss=7.119, over 894794.61 frames. utt_duration=1279 frames, utt_pad_proportion=0.04927, over 2801.48 utterances.], giga_tot_loss[loss=0.3052, simple_loss=0.6105, pruned_loss=7.297, over 2447449.05 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06164, over 17729.93 utterances.], batch size: 122, lr: 2.97e-03
2022-08-20 01:10:43,960 INFO [train.py:927] (7/8) Epoch 1, batch 1050, libri_loss[loss=0.403, simple_loss=0.8059, pruned_loss=6.703, over 12234.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006126, over 34.00 utterances.], tot_loss[loss=0.3048, simple_loss=0.6096, pruned_loss=7.263, over 2459348.59 frames. utt_duration=610.9 frames, utt_pad_proportion=0.05678, over 16143.87 utterances.], libri_tot_loss[loss=0.5028, simple_loss=1.006, pruned_loss=7.084, over 956314.51 frames. utt_duration=1292 frames, utt_pad_proportion=0.04568, over 2964.67 utterances.], giga_tot_loss[loss=0.2973, simple_loss=0.5946, pruned_loss=7.307, over 2452265.51 frames. utt_duration=574.6 frames, utt_pad_proportion=0.05755, over 17116.80 utterances.], batch size: 34, lr: 2.97e-03
2022-08-20 01:12:26,468 INFO [train.py:927] (7/8) Epoch 1, batch 1100, giga_loss[loss=0.2545, simple_loss=0.509, pruned_loss=7.415, over 12458.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03059, over 75.00 utterances.], tot_loss[loss=0.2962, simple_loss=0.5925, pruned_loss=7.26, over 2461740.89 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05715, over 16390.09 utterances.], libri_tot_loss[loss=0.4821, simple_loss=0.9642, pruned_loss=7.052, over 1022498.51 frames. utt_duration=1295 frames, utt_pad_proportion=0.04313, over 3161.88 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.5797, pruned_loss=7.316, over 2456129.10 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05837, over 17538.36 utterances.], batch size: 75, lr: 2.96e-03
2022-08-20 01:14:07,683 INFO [train.py:927] (7/8) Epoch 1, batch 1150, libri_loss[loss=0.3165, simple_loss=0.633, pruned_loss=6.867, over 12297.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006356, over 35.00 utterances.], tot_loss[loss=0.2861, simple_loss=0.5722, pruned_loss=7.263, over 2464997.84 frames. utt_duration=583.8 frames, utt_pad_proportion=0.0578, over 16931.98 utterances.], libri_tot_loss[loss=0.4739, simple_loss=0.9478, pruned_loss=7.041, over 1058161.26 frames. utt_duration=1296 frames, utt_pad_proportion=0.04136, over 3268.76 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.5595, pruned_loss=7.317, over 2460542.64 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05914, over 18070.50 utterances.], batch size: 35, lr: 2.96e-03
2022-08-20 01:15:46,862 INFO [train.py:927] (7/8) Epoch 1, batch 1200, libri_loss[loss=0.2831, simple_loss=0.5662, pruned_loss=6.828, over 12310.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006869, over 36.00 utterances.], tot_loss[loss=0.2782, simple_loss=0.5564, pruned_loss=7.252, over 2467278.92 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06249, over 17902.96 utterances.], libri_tot_loss[loss=0.4602, simple_loss=0.9204, pruned_loss=7.017, over 1113632.31 frames. utt_duration=1232 frames, utt_pad_proportion=0.06004, over 3620.31 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.5435, pruned_loss=7.314, over 2463577.28 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06047, over 19030.80 utterances.], batch size: 36, lr: 2.96e-03
2022-08-20 01:17:27,599 INFO [train.py:927] (7/8) Epoch 1, batch 1250, giga_loss[loss=0.2492, simple_loss=0.4985, pruned_loss=7.381, over 12347.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.5422, pruned_loss=7.269, over 2468530.49 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06401, over 17675.12 utterances.], libri_tot_loss[loss=0.4531, simple_loss=0.9062, pruned_loss=7.008, over 1140491.51 frames. utt_duration=1236 frames, utt_pad_proportion=0.058, over 3696.35 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.5309, pruned_loss=7.327, over 2465618.06 frames. utt_duration=527 frames, utt_pad_proportion=0.06273, over 18768.49 utterances.], batch size: 97, lr: 2.95e-03
2022-08-20 01:19:09,169 INFO [train.py:927] (7/8) Epoch 1, batch 1300, giga_loss[loss=0.2419, simple_loss=0.4838, pruned_loss=7.279, over 12376.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07008, over 211.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.523, pruned_loss=7.275, over 2469322.56 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05936, over 17116.60 utterances.], libri_tot_loss[loss=0.4481, simple_loss=0.8961, pruned_loss=7.002, over 1160536.00 frames. utt_duration=1223 frames, utt_pad_proportion=0.05881, over 3799.28 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.5133, pruned_loss=7.328, over 2466821.55 frames. utt_duration=547.5 frames, utt_pad_proportion=0.05843, over 18072.25 utterances.], batch size: 211, lr: 2.95e-03
2022-08-20 01:20:49,433 INFO [train.py:927] (7/8) Epoch 1, batch 1350, giga_loss[loss=0.2108, simple_loss=0.4217, pruned_loss=7.382, over 12336.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.0295, over 66.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.5087, pruned_loss=7.282, over 2470669.29 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06181, over 17223.31 utterances.], libri_tot_loss[loss=0.4473, simple_loss=0.8946, pruned_loss=6.996, over 1173591.48 frames. utt_duration=1203 frames, utt_pad_proportion=0.06536, over 3908.21 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.4984, pruned_loss=7.328, over 2468704.36 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05973, over 17993.64 utterances.], batch size: 66, lr: 2.95e-03
2022-08-20 01:22:30,948 INFO [train.py:927] (7/8) Epoch 1, batch 1400, giga_loss[loss=0.2576, simple_loss=0.5152, pruned_loss=7.353, over 12428.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.0487, over 161.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.5077, pruned_loss=7.286, over 2471170.98 frames. utt_duration=596.8 frames, utt_pad_proportion=0.05678, over 16603.82 utterances.], libri_tot_loss[loss=0.4492, simple_loss=0.8983, pruned_loss=6.988, over 1205391.57 frames. utt_duration=1213 frames, utt_pad_proportion=0.06325, over 3979.72 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.4889, pruned_loss=7.333, over 2469906.80 frames. utt_duration=567.7 frames, utt_pad_proportion=0.05565, over 17447.86 utterances.], batch size: 161, lr: 2.94e-03
2022-08-20 01:24:09,751 INFO [train.py:927] (7/8) Epoch 1, batch 1450, giga_loss[loss=0.1968, simple_loss=0.3936, pruned_loss=7.442, over 12357.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03196, over 58.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.4978, pruned_loss=7.284, over 2471716.62 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05541, over 16112.84 utterances.], libri_tot_loss[loss=0.4411, simple_loss=0.8823, pruned_loss=6.978, over 1249245.44 frames. utt_duration=1199 frames, utt_pad_proportion=0.06831, over 4173.84 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.4778, pruned_loss=7.336, over 2470495.48 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05324, over 17000.47 utterances.], batch size: 58, lr: 2.94e-03
2022-08-20 01:25:52,065 INFO [train.py:927] (7/8) Epoch 1, batch 1500, giga_loss[loss=0.1876, simple_loss=0.3752, pruned_loss=7.329, over 12326.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02282, over 45.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.4818, pruned_loss=7.284, over 2471075.15 frames. utt_duration=637.4 frames, utt_pad_proportion=0.05462, over 15544.31 utterances.], libri_tot_loss[loss=0.4312, simple_loss=0.8624, pruned_loss=6.968, over 1285294.74 frames. utt_duration=1207 frames, utt_pad_proportion=0.06577, over 4264.68 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.4647, pruned_loss=7.338, over 2470212.50 frames. utt_duration=600.8 frames, utt_pad_proportion=0.05332, over 16488.68 utterances.], batch size: 45, lr: 2.94e-03
2022-08-20 01:27:34,515 INFO [train.py:927] (7/8) Epoch 1, batch 1550, giga_loss[loss=0.2421, simple_loss=0.4842, pruned_loss=7.329, over 12361.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02759, over 66.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.475, pruned_loss=7.288, over 2472150.04 frames. utt_duration=651.3 frames, utt_pad_proportion=0.0516, over 15218.85 utterances.], libri_tot_loss[loss=0.426, simple_loss=0.852, pruned_loss=6.963, over 1308774.24 frames. utt_duration=1204 frames, utt_pad_proportion=0.06558, over 4354.83 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.4594, pruned_loss=7.339, over 2471513.19 frames. utt_duration=616.2 frames, utt_pad_proportion=0.05059, over 16082.87 utterances.], batch size: 66, lr: 2.93e-03
2022-08-20 01:29:15,118 INFO [train.py:927] (7/8) Epoch 1, batch 1600, giga_loss[loss=0.257, simple_loss=0.5139, pruned_loss=7.269, over 12438.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03405, over 105.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.4794, pruned_loss=7.29, over 2472125.68 frames. utt_duration=618 frames, utt_pad_proportion=0.05681, over 16040.64 utterances.], libri_tot_loss[loss=0.4205, simple_loss=0.8409, pruned_loss=6.955, over 1331688.70 frames. utt_duration=1213 frames, utt_pad_proportion=0.06388, over 4397.38 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.4657, pruned_loss=7.34, over 2471793.23 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05613, over 16884.17 utterances.], batch size: 105, lr: 2.93e-03
2022-08-20 01:30:57,710 INFO [train.py:927] (7/8) Epoch 1, batch 1650, giga_loss[loss=0.2826, simple_loss=0.5651, pruned_loss=7.268, over 12368.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07516, over 212.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.5053, pruned_loss=7.291, over 2472593.63 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05981, over 16905.27 utterances.], libri_tot_loss[loss=0.4296, simple_loss=0.8592, pruned_loss=6.95, over 1359627.02 frames. utt_duration=1218 frames, utt_pad_proportion=0.06174, over 4470.63 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.4765, pruned_loss=7.34, over 2472589.42 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05964, over 17780.04 utterances.], batch size: 212, lr: 2.92e-03
2022-08-20 01:32:39,132 INFO [train.py:927] (7/8) Epoch 1, batch 1700, giga_loss[loss=0.2352, simple_loss=0.4704, pruned_loss=7.401, over 12342.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02991, over 91.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.5095, pruned_loss=7.307, over 2472618.53 frames. utt_duration=572 frames, utt_pad_proportion=0.06068, over 17336.46 utterances.], libri_tot_loss[loss=0.424, simple_loss=0.8481, pruned_loss=6.941, over 1381789.74 frames. utt_duration=1218 frames, utt_pad_proportion=0.06138, over 4542.91 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.4859, pruned_loss=7.357, over 2472556.21 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06054, over 18187.95 utterances.], batch size: 91, lr: 2.92e-03
2022-08-20 01:34:20,190 INFO [train.py:927] (7/8) Epoch 1, batch 1750, giga_loss[loss=0.2262, simple_loss=0.4523, pruned_loss=7.401, over 12367.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.032, over 62.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.5045, pruned_loss=7.303, over 2472639.55 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06518, over 17731.83 utterances.], libri_tot_loss[loss=0.419, simple_loss=0.838, pruned_loss=6.935, over 1403508.20 frames. utt_duration=1222 frames, utt_pad_proportion=0.05964, over 4599.65 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.4848, pruned_loss=7.353, over 2472519.00 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06533, over 18603.37 utterances.], batch size: 62, lr: 2.91e-03
2022-08-20 01:36:02,357 INFO [train.py:927] (7/8) Epoch 1, batch 1800, giga_loss[loss=0.2314, simple_loss=0.4627, pruned_loss=7.325, over 12453.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03714, over 123.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.4958, pruned_loss=7.315, over 2472933.67 frames. utt_duration=521.5 frames, utt_pad_proportion=0.07709, over 19021.39 utterances.], libri_tot_loss[loss=0.419, simple_loss=0.838, pruned_loss=6.935, over 1403508.20 frames. utt_duration=1222 frames, utt_pad_proportion=0.05964, over 4599.65 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.4805, pruned_loss=7.354, over 2472839.84 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07679, over 19699.73 utterances.], batch size: 123, lr: 2.91e-03
2022-08-20 01:37:44,990 INFO [train.py:927] (7/8) Epoch 1, batch 1850, giga_loss[loss=0.218, simple_loss=0.436, pruned_loss=7.455, over 12353.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04522, over 26.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.4975, pruned_loss=7.318, over 2473143.27 frames. utt_duration=525 frames, utt_pad_proportion=0.07718, over 18896.53 utterances.], libri_tot_loss[loss=0.417, simple_loss=0.8341, pruned_loss=6.931, over 1425063.32 frames. utt_duration=1218 frames, utt_pad_proportion=0.05935, over 4686.10 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.4813, pruned_loss=7.358, over 2472789.19 frames. utt_duration=506 frames, utt_pad_proportion=0.07711, over 19604.47 utterances.], batch size: 26, lr: 2.91e-03
2022-08-20 01:39:26,186 INFO [train.py:927] (7/8) Epoch 1, batch 1900, giga_loss[loss=0.2648, simple_loss=0.5296, pruned_loss=7.349, over 12368.00 frames. utt_duration=237 frames, utt_pad_proportion=0.06676, over 210.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.5003, pruned_loss=7.319, over 2473780.17 frames. utt_duration=533 frames, utt_pad_proportion=0.07362, over 18616.15 utterances.], libri_tot_loss[loss=0.4169, simple_loss=0.8337, pruned_loss=6.927, over 1440576.37 frames. utt_duration=1223 frames, utt_pad_proportion=0.05819, over 4718.64 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.4833, pruned_loss=7.357, over 2473614.60 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07403, over 19334.47 utterances.], batch size: 210, lr: 2.90e-03
2022-08-20 01:41:06,693 INFO [train.py:927] (7/8) Epoch 1, batch 1950, giga_loss[loss=0.2229, simple_loss=0.4458, pruned_loss=7.382, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0334, over 80.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.5013, pruned_loss=7.316, over 2474224.68 frames. utt_duration=524.3 frames, utt_pad_proportion=0.07328, over 18928.61 utterances.], libri_tot_loss[loss=0.409, simple_loss=0.8179, pruned_loss=6.915, over 1486053.89 frames. utt_duration=1206 frames, utt_pad_proportion=0.06396, over 4935.04 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.483, pruned_loss=7.37, over 2474192.64 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07251, over 19871.92 utterances.], batch size: 80, lr: 2.90e-03
2022-08-20 01:42:50,419 INFO [train.py:927] (7/8) Epoch 1, batch 2000, giga_loss[loss=0.24, simple_loss=0.4799, pruned_loss=7.477, over 12412.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05521, over 162.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.4942, pruned_loss=7.322, over 2473391.99 frames. utt_duration=537.2 frames, utt_pad_proportion=0.07256, over 18467.05 utterances.], libri_tot_loss[loss=0.401, simple_loss=0.8021, pruned_loss=6.907, over 1515054.18 frames. utt_duration=1199 frames, utt_pad_proportion=0.06868, over 5062.50 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.4796, pruned_loss=7.38, over 2473599.79 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07081, over 19466.66 utterances.], batch size: 162, lr: 2.89e-03
2022-08-20 01:44:37,831 INFO [train.py:927] (7/8) Epoch 1, batch 2050, giga_loss[loss=0.2251, simple_loss=0.4501, pruned_loss=7.425, over 12378.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03063, over 58.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.4885, pruned_loss=7.333, over 2473154.69 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06952, over 18091.17 utterances.], libri_tot_loss[loss=0.3986, simple_loss=0.7972, pruned_loss=6.904, over 1524688.57 frames. utt_duration=1201 frames, utt_pad_proportion=0.06793, over 5084.85 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.477, pruned_loss=7.384, over 2473248.18 frames. utt_duration=523 frames, utt_pad_proportion=0.06843, over 18971.45 utterances.], batch size: 58, lr: 2.89e-03
2022-08-20 01:46:20,431 INFO [train.py:927] (7/8) Epoch 1, batch 2100, giga_loss[loss=0.2075, simple_loss=0.4151, pruned_loss=7.387, over 12452.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03142, over 75.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.4875, pruned_loss=7.346, over 2472885.52 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06644, over 17255.12 utterances.], libri_tot_loss[loss=0.4003, simple_loss=0.8006, pruned_loss=6.902, over 1533769.86 frames. utt_duration=1206 frames, utt_pad_proportion=0.06723, over 5093.98 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.4741, pruned_loss=7.391, over 2473272.31 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06583, over 18044.73 utterances.], batch size: 75, lr: 2.88e-03
2022-08-20 01:48:00,838 INFO [train.py:927] (7/8) Epoch 1, batch 2150, libri_loss[loss=0.2323, simple_loss=0.4647, pruned_loss=6.764, over 12212.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006927, over 31.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.4893, pruned_loss=7.33, over 2473097.56 frames. utt_duration=606 frames, utt_pad_proportion=0.06155, over 16363.38 utterances.], libri_tot_loss[loss=0.397, simple_loss=0.7939, pruned_loss=6.896, over 1570527.98 frames. utt_duration=1217 frames, utt_pad_proportion=0.06416, over 5167.93 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.4717, pruned_loss=7.385, over 2473550.47 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06205, over 17350.02 utterances.], batch size: 31, lr: 2.88e-03
2022-08-20 01:49:40,227 INFO [train.py:927] (7/8) Epoch 1, batch 2200, giga_loss[loss=0.2606, simple_loss=0.5212, pruned_loss=7.432, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04575, over 34.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.4827, pruned_loss=7.318, over 2472245.89 frames. utt_duration=625.4 frames, utt_pad_proportion=0.06582, over 15849.84 utterances.], libri_tot_loss[loss=0.3864, simple_loss=0.7727, pruned_loss=6.887, over 1610705.69 frames. utt_duration=1193 frames, utt_pad_proportion=0.07564, over 5407.53 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.4685, pruned_loss=7.384, over 2472259.81 frames. utt_duration=588 frames, utt_pad_proportion=0.0627, over 16859.76 utterances.], batch size: 34, lr: 2.87e-03
2022-08-20 01:51:17,922 INFO [train.py:927] (7/8) Epoch 1, batch 2250, giga_loss[loss=0.2297, simple_loss=0.4594, pruned_loss=7.337, over 12432.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03865, over 123.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.4769, pruned_loss=7.306, over 2472650.13 frames. utt_duration=618 frames, utt_pad_proportion=0.06401, over 16043.18 utterances.], libri_tot_loss[loss=0.3778, simple_loss=0.7556, pruned_loss=6.878, over 1644534.15 frames. utt_duration=1210 frames, utt_pad_proportion=0.07254, over 5442.77 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.4652, pruned_loss=7.381, over 2472705.44 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06237, over 17207.92 utterances.], batch size: 123, lr: 2.86e-03
2022-08-20 01:53:03,062 INFO [train.py:927] (7/8) Epoch 1, batch 2300, giga_loss[loss=0.2323, simple_loss=0.4646, pruned_loss=7.303, over 12407.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04344, over 146.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.4708, pruned_loss=7.315, over 2472762.17 frames. utt_duration=628.3 frames, utt_pad_proportion=0.06007, over 15779.75 utterances.], libri_tot_loss[loss=0.3767, simple_loss=0.7533, pruned_loss=6.877, over 1648450.48 frames. utt_duration=1212 frames, utt_pad_proportion=0.07214, over 5447.56 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.4618, pruned_loss=7.376, over 2472982.95 frames. utt_duration=592.8 frames, utt_pad_proportion=0.05906, over 16728.83 utterances.], batch size: 146, lr: 2.86e-03
2022-08-20 01:54:42,337 INFO [train.py:927] (7/8) Epoch 1, batch 2350, giga_loss[loss=0.2178, simple_loss=0.4355, pruned_loss=7.337, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02939, over 45.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.4697, pruned_loss=7.301, over 2472353.30 frames. utt_duration=609.7 frames, utt_pad_proportion=0.06153, over 16260.04 utterances.], libri_tot_loss[loss=0.3749, simple_loss=0.7498, pruned_loss=6.873, over 1668859.16 frames. utt_duration=1212 frames, utt_pad_proportion=0.07141, over 5514.39 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.4584, pruned_loss=7.362, over 2472518.36 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06078, over 17196.58 utterances.], batch size: 45, lr: 2.85e-03
2022-08-20 01:56:23,514 INFO [train.py:927] (7/8) Epoch 1, batch 2400, giga_loss[loss=0.2205, simple_loss=0.4409, pruned_loss=7.306, over 12375.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02766, over 91.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.4647, pruned_loss=7.296, over 2472961.71 frames. utt_duration=610.3 frames, utt_pad_proportion=0.06462, over 16247.62 utterances.], libri_tot_loss[loss=0.3739, simple_loss=0.7478, pruned_loss=6.873, over 1676943.20 frames. utt_duration=1207 frames, utt_pad_proportion=0.07159, over 5566.17 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.4545, pruned_loss=7.347, over 2473032.14 frames. utt_duration=582.3 frames, utt_pad_proportion=0.06377, over 17032.81 utterances.], batch size: 91, lr: 2.85e-03
2022-08-20 01:58:06,814 INFO [train.py:927] (7/8) Epoch 1, batch 2450, giga_loss[loss=0.2172, simple_loss=0.4344, pruned_loss=7.417, over 12373.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03097, over 97.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.4625, pruned_loss=7.291, over 2472328.20 frames. utt_duration=623.5 frames, utt_pad_proportion=0.06064, over 15899.80 utterances.], libri_tot_loss[loss=0.3712, simple_loss=0.7425, pruned_loss=6.87, over 1696854.86 frames. utt_duration=1216 frames, utt_pad_proportion=0.06975, over 5587.79 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.4512, pruned_loss=7.344, over 2472173.93 frames. utt_duration=592.3 frames, utt_pad_proportion=0.0606, over 16738.58 utterances.], batch size: 97, lr: 2.84e-03
2022-08-20 01:59:45,617 INFO [train.py:927] (7/8) Epoch 1, batch 2500, giga_loss[loss=0.2251, simple_loss=0.4501, pruned_loss=7.327, over 12436.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03261, over 75.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.4608, pruned_loss=7.3, over 2473077.50 frames. utt_duration=640.5 frames, utt_pad_proportion=0.05621, over 15480.08 utterances.], libri_tot_loss[loss=0.3734, simple_loss=0.7468, pruned_loss=6.869, over 1708502.48 frames. utt_duration=1219 frames, utt_pad_proportion=0.06856, over 5613.86 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.4459, pruned_loss=7.347, over 2472899.45 frames. utt_duration=610 frames, utt_pad_proportion=0.05668, over 16256.00 utterances.], batch size: 75, lr: 2.84e-03
2022-08-20 02:01:28,163 INFO [train.py:927] (7/8) Epoch 1, batch 2550, giga_loss[loss=0.2342, simple_loss=0.4684, pruned_loss=7.315, over 12430.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04169, over 146.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.4569, pruned_loss=7.298, over 2472927.56 frames. utt_duration=622.4 frames, utt_pad_proportion=0.05499, over 15930.63 utterances.], libri_tot_loss[loss=0.3677, simple_loss=0.7353, pruned_loss=6.866, over 1730901.82 frames. utt_duration=1228 frames, utt_pad_proportion=0.06648, over 5643.10 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.4445, pruned_loss=7.35, over 2473014.52 frames. utt_duration=590.3 frames, utt_pad_proportion=0.0559, over 16801.47 utterances.], batch size: 146, lr: 2.83e-03
2022-08-20 02:03:07,861 INFO [train.py:927] (7/8) Epoch 1, batch 2600, giga_loss[loss=0.1961, simple_loss=0.3923, pruned_loss=7.297, over 12481.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.0358, over 40.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.4563, pruned_loss=7.301, over 2473746.05 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05317, over 16454.84 utterances.], libri_tot_loss[loss=0.3634, simple_loss=0.7268, pruned_loss=6.865, over 1749242.10 frames. utt_duration=1233 frames, utt_pad_proportion=0.06472, over 5680.72 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.4456, pruned_loss=7.353, over 2473830.57 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05436, over 17358.48 utterances.], batch size: 40, lr: 2.83e-03
2022-08-20 02:04:47,710 INFO [train.py:927] (7/8) Epoch 1, batch 2650, giga_loss[loss=0.2384, simple_loss=0.4767, pruned_loss=7.172, over 12450.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03302, over 105.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.4723, pruned_loss=7.282, over 2474141.25 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05509, over 17312.06 utterances.], libri_tot_loss[loss=0.3674, simple_loss=0.7347, pruned_loss=6.861, over 1773946.78 frames. utt_duration=1240 frames, utt_pad_proportion=0.06285, over 5730.05 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.4493, pruned_loss=7.341, over 2474511.06 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05635, over 18374.53 utterances.], batch size: 105, lr: 2.82e-03
2022-08-20 02:06:28,223 INFO [train.py:927] (7/8) Epoch 1, batch 2700, giga_loss[loss=0.2154, simple_loss=0.4309, pruned_loss=7.421, over 12418.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03375, over 80.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.4671, pruned_loss=7.285, over 2474404.14 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05524, over 17648.73 utterances.], libri_tot_loss[loss=0.362, simple_loss=0.7241, pruned_loss=6.857, over 1794528.70 frames. utt_duration=1250 frames, utt_pad_proportion=0.06102, over 5748.98 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.4486, pruned_loss=7.345, over 2474845.34 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05669, over 18809.72 utterances.], batch size: 80, lr: 2.81e-03
2022-08-20 02:08:06,173 INFO [train.py:927] (7/8) Epoch 1, batch 2750, giga_loss[loss=0.2106, simple_loss=0.4212, pruned_loss=7.413, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03543, over 43.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.4649, pruned_loss=7.293, over 2475292.00 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05529, over 18426.84 utterances.], libri_tot_loss[loss=0.358, simple_loss=0.7159, pruned_loss=6.856, over 1811214.29 frames. utt_duration=1253 frames, utt_pad_proportion=0.05961, over 5787.00 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.4497, pruned_loss=7.352, over 2475757.15 frames. utt_duration=506.7 frames, utt_pad_proportion=0.05673, over 19602.70 utterances.], batch size: 43, lr: 2.81e-03
2022-08-20 02:09:46,119 INFO [train.py:927] (7/8) Epoch 1, batch 2800, giga_loss[loss=0.2248, simple_loss=0.4497, pruned_loss=7.454, over 12375.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03234, over 122.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.463, pruned_loss=7.302, over 2474445.04 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05721, over 18038.19 utterances.], libri_tot_loss[loss=0.3521, simple_loss=0.7041, pruned_loss=6.85, over 1833589.60 frames. utt_duration=1248 frames, utt_pad_proportion=0.06244, over 5885.22 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.4509, pruned_loss=7.368, over 2475278.80 frames. utt_duration=514.9 frames, utt_pad_proportion=0.05747, over 19284.45 utterances.], batch size: 122, lr: 2.80e-03
2022-08-20 02:11:25,879 INFO [train.py:927] (7/8) Epoch 1, batch 2850, giga_loss[loss=0.2149, simple_loss=0.4298, pruned_loss=7.475, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02921, over 45.00 utterances.], tot_loss[loss=0.232, simple_loss=0.464, pruned_loss=7.313, over 2473940.91 frames. utt_duration=571.1 frames, utt_pad_proportion=0.05908, over 17373.69 utterances.], libri_tot_loss[loss=0.3497, simple_loss=0.6994, pruned_loss=6.847, over 1854998.67 frames. utt_duration=1236 frames, utt_pad_proportion=0.06571, over 6011.64 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.4496, pruned_loss=7.382, over 2475245.82 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05817, over 18631.80 utterances.], batch size: 45, lr: 2.80e-03
2022-08-20 02:13:01,859 INFO [train.py:927] (7/8) Epoch 1, batch 2900, giga_loss[loss=0.2392, simple_loss=0.4783, pruned_loss=7.469, over 12363.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03642, over 122.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.4625, pruned_loss=7.331, over 2474446.94 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05925, over 17613.11 utterances.], libri_tot_loss[loss=0.3475, simple_loss=0.6949, pruned_loss=6.847, over 1870449.05 frames. utt_duration=1233 frames, utt_pad_proportion=0.06511, over 6075.72 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.4488, pruned_loss=7.397, over 2475390.98 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05867, over 18813.97 utterances.], batch size: 122, lr: 2.79e-03
2022-08-20 02:14:42,401 INFO [train.py:927] (7/8) Epoch 1, batch 2950, giga_loss[loss=0.2608, simple_loss=0.5215, pruned_loss=7.299, over 12375.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.4553, pruned_loss=7.341, over 2473566.61 frames. utt_duration=594 frames, utt_pad_proportion=0.05731, over 16698.45 utterances.], libri_tot_loss[loss=0.345, simple_loss=0.69, pruned_loss=6.847, over 1882404.00 frames. utt_duration=1235 frames, utt_pad_proportion=0.06376, over 6101.97 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.4436, pruned_loss=7.401, over 2474346.62 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05732, over 17827.06 utterances.], batch size: 62, lr: 2.78e-03
2022-08-20 02:16:24,865 INFO [train.py:927] (7/8) Epoch 1, batch 3000, giga_loss[loss=7.571, simple_loss=0.455, pruned_loss=7.343, over 12388.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.4456, pruned_loss=7.341, over 2473616.32 frames. utt_duration=616.4 frames, utt_pad_proportion=0.05418, over 16092.35 utterances.], libri_tot_loss[loss=0.3423, simple_loss=0.6847, pruned_loss=6.847, over 1894048.69 frames. utt_duration=1233 frames, utt_pad_proportion=0.06353, over 6152.68 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.4357, pruned_loss=7.399, over 2474311.21 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05436, over 17129.20 utterances.], batch size: 133, lr: 2.78e-03
2022-08-20 02:16:24,866 INFO [train.py:958] (7/8) Computing validation loss
2022-08-20 02:16:37,468 INFO [train.py:967] (7/8) 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 02:18:14,439 INFO [train.py:927] (7/8) Epoch 1, batch 3050, giga_loss[loss=0.4001, simple_loss=0.552, pruned_loss=1.241, over 12370.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07501, over 212.00 utterances.], tot_loss[loss=0.2976, simple_loss=0.4612, pruned_loss=6.097, over 2473951.13 frames. utt_duration=590.2 frames, utt_pad_proportion=0.05695, over 16810.14 utterances.], libri_tot_loss[loss=0.3523, simple_loss=0.6813, pruned_loss=6.658, over 1913963.19 frames. utt_duration=1239 frames, utt_pad_proportion=0.06129, over 6186.78 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.4484, pruned_loss=6.275, over 2474592.16 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05749, over 17936.34 utterances.], batch size: 212, lr: 2.77e-03
2022-08-20 02:19:49,655 INFO [train.py:927] (7/8) Epoch 1, batch 3100, giga_loss[loss=0.3091, simple_loss=0.4616, pruned_loss=0.7826, over 12340.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0278, over 48.00 utterances.], tot_loss[loss=0.3053, simple_loss=0.4632, pruned_loss=4.961, over 2474032.80 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05462, over 17020.80 utterances.], libri_tot_loss[loss=0.3543, simple_loss=0.68, pruned_loss=6.519, over 1924828.91 frames. utt_duration=1245 frames, utt_pad_proportion=0.06033, over 6193.05 utterances.], giga_tot_loss[loss=0.2931, simple_loss=0.4503, pruned_loss=5.179, over 2474753.93 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05543, over 18088.88 utterances.], batch size: 48, lr: 2.77e-03
2022-08-20 02:21:27,169 INFO [train.py:927] (7/8) Epoch 1, batch 3150, giga_loss[loss=0.2516, simple_loss=0.413, pruned_loss=0.4509, over 12378.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03065, over 51.00 utterances.], tot_loss[loss=0.299, simple_loss=0.4558, pruned_loss=3.999, over 2473583.10 frames. utt_duration=603.9 frames, utt_pad_proportion=0.05176, over 16425.99 utterances.], libri_tot_loss[loss=0.354, simple_loss=0.6739, pruned_loss=6.346, over 1937943.86 frames. utt_duration=1248 frames, utt_pad_proportion=0.05937, over 6219.20 utterances.], giga_tot_loss[loss=0.2882, simple_loss=0.4448, pruned_loss=4.249, over 2474614.25 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05283, over 17496.98 utterances.], batch size: 51, lr: 2.76e-03
2022-08-20 02:23:01,951 INFO [train.py:927] (7/8) Epoch 1, batch 3200, giga_loss[loss=0.229, simple_loss=0.3939, pruned_loss=0.32, over 12433.00 frames. utt_duration=905.8 frames, utt_pad_proportion=0.03015, over 55.00 utterances.], tot_loss[loss=0.2893, simple_loss=0.4489, pruned_loss=3.207, over 2473945.21 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05102, over 16750.85 utterances.], libri_tot_loss[loss=0.3538, simple_loss=0.6715, pruned_loss=6.279, over 1942906.94 frames. utt_duration=1249 frames, utt_pad_proportion=0.05877, over 6228.00 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.44, pruned_loss=3.427, over 2475101.44 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05206, over 17679.62 utterances.], batch size: 55, lr: 2.75e-03
2022-08-20 02:24:41,239 INFO [train.py:927] (7/8) Epoch 1, batch 3250, giga_loss[loss=0.2472, simple_loss=0.4287, pruned_loss=0.3281, over 12349.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03351, over 51.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.4414, pruned_loss=2.58, over 2473461.71 frames. utt_duration=608.1 frames, utt_pad_proportion=0.04849, over 16309.40 utterances.], libri_tot_loss[loss=0.3544, simple_loss=0.6684, pruned_loss=6.148, over 1953274.29 frames. utt_duration=1252 frames, utt_pad_proportion=0.05782, over 6246.30 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.4327, pruned_loss=2.788, over 2474535.77 frames. utt_duration=576.7 frames, utt_pad_proportion=0.0497, over 17207.80 utterances.], batch size: 51, lr: 2.75e-03
2022-08-20 02:26:20,344 INFO [train.py:927] (7/8) Epoch 1, batch 3300, giga_loss[loss=0.3019, simple_loss=0.5192, pruned_loss=0.4225, over 12345.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1912, over 363.00 utterances.], tot_loss[loss=0.273, simple_loss=0.4388, pruned_loss=2.086, over 2473884.49 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05405, over 16624.52 utterances.], libri_tot_loss[loss=0.3563, simple_loss=0.6674, pruned_loss=5.987, over 1966029.99 frames. utt_duration=1241 frames, utt_pad_proportion=0.06155, over 6345.06 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.4275, pruned_loss=2.282, over 2474873.42 frames. utt_duration=567.8 frames, utt_pad_proportion=0.0534, over 17482.22 utterances.], batch size: 363, lr: 2.74e-03
2022-08-20 02:27:58,688 INFO [train.py:927] (7/8) Epoch 1, batch 3350, giga_loss[loss=0.2643, simple_loss=0.4661, pruned_loss=0.3123, over 12384.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05209, over 161.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.4383, pruned_loss=1.694, over 2474051.55 frames. utt_duration=593.7 frames, utt_pad_proportion=0.05397, over 16709.86 utterances.], libri_tot_loss[loss=0.355, simple_loss=0.6628, pruned_loss=5.855, over 1975884.35 frames. utt_duration=1242 frames, utt_pad_proportion=0.0608, over 6371.88 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.4286, pruned_loss=1.872, over 2475045.94 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05367, over 17552.15 utterances.], batch size: 161, lr: 2.73e-03
2022-08-20 02:29:36,027 INFO [train.py:927] (7/8) Epoch 1, batch 3400, giga_loss[loss=0.3045, simple_loss=0.533, pruned_loss=0.3801, over 12393.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.4395, pruned_loss=1.385, over 2473159.28 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05535, over 16706.67 utterances.], libri_tot_loss[loss=0.3539, simple_loss=0.6594, pruned_loss=5.757, over 1983345.67 frames. utt_duration=1245 frames, utt_pad_proportion=0.05997, over 6382.23 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.4313, pruned_loss=1.539, over 2473918.26 frames. utt_duration=567 frames, utt_pad_proportion=0.0553, over 17500.00 utterances.], batch size: 258, lr: 2.73e-03
2022-08-20 02:31:15,170 INFO [train.py:927] (7/8) Epoch 1, batch 3450, giga_loss[loss=0.2267, simple_loss=0.4088, pruned_loss=0.2228, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04268, over 31.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.4417, pruned_loss=1.149, over 2473372.07 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05293, over 16604.08 utterances.], libri_tot_loss[loss=0.3509, simple_loss=0.6502, pruned_loss=5.505, over 2002438.54 frames. utt_duration=1253 frames, utt_pad_proportion=0.05814, over 6401.84 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.434, pruned_loss=1.299, over 2474139.27 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05351, over 17590.08 utterances.], batch size: 31, lr: 2.72e-03
2022-08-20 02:33:00,009 INFO [train.py:927] (7/8) Epoch 1, batch 3500, giga_loss[loss=0.2719, simple_loss=0.4813, pruned_loss=0.3127, over 12349.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03236, over 85.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.4555, pruned_loss=0.9752, over 2473831.11 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06207, over 17986.45 utterances.], libri_tot_loss[loss=0.3494, simple_loss=0.6455, pruned_loss=5.323, over 2016148.20 frames. utt_duration=1246 frames, utt_pad_proportion=0.06137, over 6482.24 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.4475, pruned_loss=1.111, over 2474681.14 frames. utt_duration=522.3 frames, utt_pad_proportion=0.0612, over 19007.99 utterances.], batch size: 85, lr: 2.72e-03
2022-08-20 02:34:41,231 INFO [train.py:927] (7/8) Epoch 1, batch 3550, giga_loss[loss=0.2946, simple_loss=0.5188, pruned_loss=0.3521, over 12374.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06544, over 183.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.4623, pruned_loss=0.8319, over 2474428.63 frames. utt_duration=525.1 frames, utt_pad_proportion=0.0705, over 18902.79 utterances.], libri_tot_loss[loss=0.3477, simple_loss=0.6409, pruned_loss=5.176, over 2027576.77 frames. utt_duration=1249 frames, utt_pad_proportion=0.06007, over 6502.94 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.4551, pruned_loss=0.9496, over 2475028.58 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06978, over 19954.94 utterances.], batch size: 183, lr: 2.71e-03
2022-08-20 02:36:28,881 INFO [train.py:927] (7/8) Epoch 1, batch 3600, giga_loss[loss=0.26, simple_loss=0.4639, pruned_loss=0.2806, over 12341.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03347, over 58.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.4719, pruned_loss=0.721, over 2474000.37 frames. utt_duration=515.6 frames, utt_pad_proportion=0.07163, over 19249.39 utterances.], libri_tot_loss[loss=0.3498, simple_loss=0.644, pruned_loss=5.152, over 2029618.89 frames. utt_duration=1250 frames, utt_pad_proportion=0.05983, over 6500.42 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.4633, pruned_loss=0.8119, over 2474635.56 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07111, over 20128.48 utterances.], batch size: 58, lr: 2.70e-03
2022-08-20 02:38:11,731 INFO [train.py:927] (7/8) Epoch 1, batch 3650, giga_loss[loss=0.2401, simple_loss=0.4315, pruned_loss=0.243, over 12337.00 frames. utt_duration=852.1 frames, utt_pad_proportion=0.03392, over 58.00 utterances.], tot_loss[loss=0.277, simple_loss=0.4803, pruned_loss=0.6364, over 2473760.94 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07181, over 20064.08 utterances.], libri_tot_loss[loss=0.3522, simple_loss=0.6473, pruned_loss=5.101, over 2033920.02 frames. utt_duration=1252 frames, utt_pad_proportion=0.05923, over 6508.40 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.4696, pruned_loss=0.7051, over 2474381.04 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07162, over 20870.87 utterances.], batch size: 58, lr: 2.70e-03
2022-08-20 02:39:58,589 INFO [train.py:927] (7/8) Epoch 1, batch 3700, giga_loss[loss=0.2859, simple_loss=0.5053, pruned_loss=0.3328, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03939, over 133.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.4889, pruned_loss=0.5776, over 2473753.59 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07937, over 21802.45 utterances.], libri_tot_loss[loss=0.3519, simple_loss=0.645, pruned_loss=5.023, over 2040071.23 frames. utt_duration=1239 frames, utt_pad_proportion=0.06377, over 6596.75 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.4799, pruned_loss=0.6299, over 2474613.27 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0778, over 22555.08 utterances.], batch size: 133, lr: 2.69e-03
2022-08-20 02:41:45,132 INFO [train.py:927] (7/8) Epoch 1, batch 3750, giga_loss[loss=0.2501, simple_loss=0.4446, pruned_loss=0.2779, over 12410.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02417, over 48.00 utterances.], tot_loss[loss=0.282, simple_loss=0.4917, pruned_loss=0.5237, over 2473954.22 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07778, over 21795.27 utterances.], libri_tot_loss[loss=0.3501, simple_loss=0.6408, pruned_loss=4.886, over 2050717.63 frames. utt_duration=1237 frames, utt_pad_proportion=0.06262, over 6636.61 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.4842, pruned_loss=0.5684, over 2474730.18 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07701, over 22700.14 utterances.], batch size: 48, lr: 2.68e-03
2022-08-20 02:43:26,974 INFO [train.py:927] (7/8) Epoch 1, batch 3800, giga_loss[loss=0.2858, simple_loss=0.507, pruned_loss=0.3233, over 12358.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03407, over 122.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.4975, pruned_loss=0.4826, over 2473432.18 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07677, over 21648.73 utterances.], libri_tot_loss[loss=0.3525, simple_loss=0.6443, pruned_loss=4.757, over 2060870.99 frames. utt_duration=1243 frames, utt_pad_proportion=0.06124, over 6639.63 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.4861, pruned_loss=0.5183, over 2474319.56 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07663, over 22684.81 utterances.], batch size: 122, lr: 2.68e-03
2022-08-20 02:45:07,264 INFO [train.py:927] (7/8) Epoch 1, batch 3850, giga_loss[loss=0.2671, simple_loss=0.4784, pruned_loss=0.279, over 12356.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03202, over 58.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.4966, pruned_loss=0.4507, over 2473743.66 frames. utt_duration=436.1 frames, utt_pad_proportion=0.08062, over 22767.40 utterances.], libri_tot_loss[loss=0.3517, simple_loss=0.6404, pruned_loss=4.662, over 2069013.56 frames. utt_duration=1230 frames, utt_pad_proportion=0.06572, over 6739.41 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.4878, pruned_loss=0.4734, over 2474498.10 frames. utt_duration=417.7 frames, utt_pad_proportion=0.07948, over 23779.08 utterances.], batch size: 58, lr: 2.67e-03
2022-08-20 02:46:49,194 INFO [train.py:927] (7/8) Epoch 1, batch 3900, giga_loss[loss=0.239, simple_loss=0.4343, pruned_loss=0.2187, over 12453.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03099, over 75.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.4931, pruned_loss=0.422, over 2474071.56 frames. utt_duration=422.9 frames, utt_pad_proportion=0.08411, over 23482.27 utterances.], libri_tot_loss[loss=0.3502, simple_loss=0.6356, pruned_loss=4.569, over 2077009.35 frames. utt_duration=1235 frames, utt_pad_proportion=0.0646, over 6732.64 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.4871, pruned_loss=0.4355, over 2474703.55 frames. utt_duration=404.3 frames, utt_pad_proportion=0.08344, over 24572.80 utterances.], batch size: 75, lr: 2.66e-03
2022-08-20 02:48:33,062 INFO [train.py:927] (7/8) Epoch 1, batch 3950, giga_loss[loss=0.2462, simple_loss=0.4455, pruned_loss=0.2347, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04025, over 113.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.4935, pruned_loss=0.4053, over 2474375.81 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08417, over 23868.55 utterances.], libri_tot_loss[loss=0.3515, simple_loss=0.6347, pruned_loss=4.487, over 2084696.39 frames. utt_duration=1238 frames, utt_pad_proportion=0.06353, over 6745.77 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.487, pruned_loss=0.4051, over 2475060.75 frames. utt_duration=397.2 frames, utt_pad_proportion=0.084, over 25014.54 utterances.], batch size: 113, lr: 2.66e-03
2022-08-20 02:50:15,157 INFO [train.py:927] (7/8) Epoch 1, batch 4000, giga_loss[loss=0.2472, simple_loss=0.446, pruned_loss=0.2424, over 12421.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03373, over 75.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.4897, pruned_loss=0.3786, over 2474348.35 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08127, over 22580.38 utterances.], libri_tot_loss[loss=0.3506, simple_loss=0.6318, pruned_loss=4.301, over 2099315.81 frames. utt_duration=1232 frames, utt_pad_proportion=0.06606, over 6823.44 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.4818, pruned_loss=0.3767, over 2475523.36 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08073, over 24008.26 utterances.], batch size: 75, lr: 2.65e-03
2022-08-20 02:52:00,548 INFO [train.py:927] (7/8) Epoch 1, batch 4050, giga_loss[loss=0.2451, simple_loss=0.4426, pruned_loss=0.2385, over 12392.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02954, over 97.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.4856, pruned_loss=0.3562, over 2474594.86 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07903, over 22009.03 utterances.], libri_tot_loss[loss=0.3498, simple_loss=0.6302, pruned_loss=4.232, over 2104990.35 frames. utt_duration=1236 frames, utt_pad_proportion=0.06517, over 6823.09 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.4787, pruned_loss=0.3545, over 2475452.25 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07902, over 23344.96 utterances.], batch size: 97, lr: 2.64e-03
2022-08-20 02:53:54,250 INFO [train.py:927] (7/8) Epoch 1, batch 4100, libri_loss[loss=0.2715, simple_loss=0.4763, pruned_loss=0.3337, over 12286.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006141, over 32.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.482, pruned_loss=0.3372, over 2474820.47 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07774, over 21534.53 utterances.], libri_tot_loss[loss=0.3483, simple_loss=0.6267, pruned_loss=4.078, over 2117601.33 frames. utt_duration=1240 frames, utt_pad_proportion=0.06358, over 6839.06 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.4744, pruned_loss=0.334, over 2475652.94 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07839, over 23082.68 utterances.], batch size: 32, lr: 2.64e-03
2022-08-20 02:55:36,739 INFO [train.py:927] (7/8) Epoch 1, batch 4150, giga_loss[loss=0.2668, simple_loss=0.4855, pruned_loss=0.2407, over 12336.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03079, over 91.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.488, pruned_loss=0.3248, over 2474890.97 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07595, over 21255.88 utterances.], libri_tot_loss[loss=0.3492, simple_loss=0.6285, pruned_loss=3.95, over 2128069.63 frames. utt_duration=1246 frames, utt_pad_proportion=0.06199, over 6841.98 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.4767, pruned_loss=0.3214, over 2475668.40 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07713, over 22885.90 utterances.], batch size: 91, lr: 2.63e-03
2022-08-20 02:57:21,790 INFO [train.py:927] (7/8) Epoch 1, batch 4200, giga_loss[loss=0.2248, simple_loss=0.4096, pruned_loss=0.2003, over 12152.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04184, over 33.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.4855, pruned_loss=0.3153, over 2474734.49 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07478, over 21243.98 utterances.], libri_tot_loss[loss=0.3477, simple_loss=0.6252, pruned_loss=3.848, over 2136652.61 frames. utt_duration=1236 frames, utt_pad_proportion=0.06553, over 6925.65 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.476, pruned_loss=0.3108, over 2475344.85 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07506, over 22790.88 utterances.], batch size: 33, lr: 2.63e-03
2022-08-20 02:59:04,596 INFO [train.py:927] (7/8) Epoch 1, batch 4250, giga_loss[loss=0.2209, simple_loss=0.3994, pruned_loss=0.2119, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02846, over 45.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.479, pruned_loss=0.3043, over 2474892.27 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07366, over 21660.40 utterances.], libri_tot_loss[loss=0.3469, simple_loss=0.6233, pruned_loss=3.81, over 2139718.16 frames. utt_duration=1238 frames, utt_pad_proportion=0.06498, over 6921.40 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.4717, pruned_loss=0.299, over 2475643.90 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07409, over 23003.39 utterances.], batch size: 45, lr: 2.62e-03
2022-08-20 03:00:50,838 INFO [train.py:927] (7/8) Epoch 1, batch 4300, libri_loss[loss=0.4269, simple_loss=0.7673, pruned_loss=0.4322, over 12386.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007804, over 31.00 utterances.], tot_loss[loss=0.266, simple_loss=0.4754, pruned_loss=0.2937, over 2474684.15 frames. utt_duration=462 frames, utt_pad_proportion=0.07763, over 21495.04 utterances.], libri_tot_loss[loss=0.347, simple_loss=0.6229, pruned_loss=3.734, over 2146190.03 frames. utt_duration=1243 frames, utt_pad_proportion=0.06391, over 6914.04 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.4671, pruned_loss=0.2868, over 2475413.27 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07813, over 22830.13 utterances.], batch size: 31, lr: 2.61e-03
2022-08-20 03:02:36,033 INFO [train.py:927] (7/8) Epoch 1, batch 4350, giga_loss[loss=0.2487, simple_loss=0.4522, pruned_loss=0.2261, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03311, over 85.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.4726, pruned_loss=0.2864, over 2473882.07 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07725, over 21266.90 utterances.], libri_tot_loss[loss=0.3447, simple_loss=0.6185, pruned_loss=3.636, over 2154325.46 frames. utt_duration=1242 frames, utt_pad_proportion=0.06364, over 6947.92 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.4662, pruned_loss=0.2804, over 2474467.84 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07784, over 22607.75 utterances.], batch size: 85, lr: 2.61e-03
2022-08-20 03:04:18,184 INFO [train.py:927] (7/8) Epoch 1, batch 4400, giga_loss[loss=0.2407, simple_loss=0.4359, pruned_loss=0.2272, over 12356.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03224, over 97.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.4675, pruned_loss=0.2781, over 2474585.37 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07734, over 21604.42 utterances.], libri_tot_loss[loss=0.3414, simple_loss=0.6123, pruned_loss=3.524, over 2163615.26 frames. utt_duration=1247 frames, utt_pad_proportion=0.06239, over 6946.24 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.4633, pruned_loss=0.2729, over 2475215.17 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07824, over 23060.11 utterances.], batch size: 97, lr: 2.60e-03
2022-08-20 03:06:01,763 INFO [train.py:927] (7/8) Epoch 1, batch 4450, giga_loss[loss=0.2535, simple_loss=0.4591, pruned_loss=0.2396, over 12454.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04327, over 114.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.466, pruned_loss=0.2795, over 2475411.61 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07322, over 21455.37 utterances.], libri_tot_loss[loss=0.3412, simple_loss=0.6104, pruned_loss=3.46, over 2169790.12 frames. utt_duration=1251 frames, utt_pad_proportion=0.06126, over 6948.33 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.4615, pruned_loss=0.268, over 2475915.88 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07454, over 22861.38 utterances.], batch size: 114, lr: 2.59e-03
2022-08-20 03:07:43,130 INFO [train.py:927] (7/8) Epoch 1, batch 4500, giga_loss[loss=0.2424, simple_loss=0.4377, pruned_loss=0.2362, over 12461.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03355, over 86.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.4635, pruned_loss=0.2734, over 2475193.83 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07387, over 21103.88 utterances.], libri_tot_loss[loss=0.3399, simple_loss=0.6081, pruned_loss=3.338, over 2180114.23 frames. utt_duration=1257 frames, utt_pad_proportion=0.05945, over 6944.27 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.4575, pruned_loss=0.2623, over 2475781.70 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07551, over 22676.62 utterances.], batch size: 86, lr: 2.59e-03
2022-08-20 03:09:26,973 INFO [train.py:927] (7/8) Epoch 1, batch 4550, giga_loss[loss=0.2389, simple_loss=0.4332, pruned_loss=0.223, over 12440.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03586, over 123.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.4592, pruned_loss=0.2675, over 2475041.73 frames. utt_duration=477.8 frames, utt_pad_proportion=0.0767, over 20783.94 utterances.], libri_tot_loss[loss=0.3354, simple_loss=0.5998, pruned_loss=3.202, over 2191317.90 frames. utt_duration=1268 frames, utt_pad_proportion=0.05761, over 6920.97 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.4558, pruned_loss=0.2586, over 2475883.37 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07859, over 22602.09 utterances.], batch size: 123, lr: 2.58e-03
2022-08-20 03:11:10,659 INFO [train.py:927] (7/8) Epoch 1, batch 4600, giga_loss[loss=0.2358, simple_loss=0.4307, pruned_loss=0.2043, over 12372.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03222, over 104.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.4559, pruned_loss=0.2594, over 2474759.52 frames. utt_duration=467.2 frames, utt_pad_proportion=0.0813, over 21252.47 utterances.], libri_tot_loss[loss=0.335, simple_loss=0.5991, pruned_loss=3.185, over 2192786.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.05771, over 6938.37 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.4532, pruned_loss=0.2523, over 2475378.48 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08249, over 22716.69 utterances.], batch size: 104, lr: 2.57e-03
2022-08-20 03:12:54,723 INFO [train.py:927] (7/8) Epoch 1, batch 4650, giga_loss[loss=0.2568, simple_loss=0.4641, pruned_loss=0.2477, over 12434.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03601, over 105.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.4636, pruned_loss=0.2596, over 2473859.74 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07581, over 20491.16 utterances.], libri_tot_loss[loss=0.3373, simple_loss=0.6034, pruned_loss=3.078, over 2201653.68 frames. utt_duration=1273 frames, utt_pad_proportion=0.05602, over 6928.76 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.4529, pruned_loss=0.2495, over 2475137.65 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07781, over 22115.34 utterances.], batch size: 105, lr: 2.57e-03
2022-08-20 03:14:39,081 INFO [train.py:927] (7/8) Epoch 1, batch 4700, giga_loss[loss=0.2406, simple_loss=0.4386, pruned_loss=0.2124, over 12453.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.02854, over 55.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.4649, pruned_loss=0.2606, over 2473711.72 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07622, over 20140.28 utterances.], libri_tot_loss[loss=0.335, simple_loss=0.5992, pruned_loss=2.957, over 2212145.08 frames. utt_duration=1278 frames, utt_pad_proportion=0.05418, over 6931.68 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.4548, pruned_loss=0.2508, over 2474916.13 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07857, over 21933.09 utterances.], batch size: 55, lr: 2.56e-03
2022-08-20 03:16:18,295 INFO [train.py:927] (7/8) Epoch 1, batch 4750, giga_loss[loss=0.26, simple_loss=0.4655, pruned_loss=0.2723, over 12375.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.4603, pruned_loss=0.257, over 2473812.71 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07011, over 19640.56 utterances.], libri_tot_loss[loss=0.33, simple_loss=0.5902, pruned_loss=2.823, over 2223709.15 frames. utt_duration=1284 frames, utt_pad_proportion=0.05245, over 6934.59 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.454, pruned_loss=0.25, over 2474780.24 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07331, over 21620.72 utterances.], batch size: 97, lr: 2.55e-03
2022-08-20 03:18:01,662 INFO [train.py:927] (7/8) Epoch 1, batch 4800, giga_loss[loss=0.2657, simple_loss=0.4761, pruned_loss=0.2761, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05249, over 161.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.4582, pruned_loss=0.2544, over 2474144.81 frames. utt_duration=507.9 frames, utt_pad_proportion=0.067, over 19542.42 utterances.], libri_tot_loss[loss=0.3288, simple_loss=0.5881, pruned_loss=2.781, over 2227512.89 frames. utt_duration=1284 frames, utt_pad_proportion=0.05185, over 6949.50 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.4531, pruned_loss=0.2485, over 2474844.36 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07005, over 21250.67 utterances.], batch size: 161, lr: 2.55e-03
2022-08-20 03:19:42,780 INFO [train.py:927] (7/8) Epoch 1, batch 4850, giga_loss[loss=0.2168, simple_loss=0.3965, pruned_loss=0.186, over 12388.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04062, over 133.00 utterances.], tot_loss[loss=0.251, simple_loss=0.4525, pruned_loss=0.2477, over 2473298.86 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06499, over 19196.77 utterances.], libri_tot_loss[loss=0.3273, simple_loss=0.5854, pruned_loss=2.74, over 2230930.47 frames. utt_duration=1285 frames, utt_pad_proportion=0.05133, over 6951.33 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.449, pruned_loss=0.2422, over 2474094.08 frames. utt_duration=479 frames, utt_pad_proportion=0.06783, over 20721.94 utterances.], batch size: 133, lr: 2.54e-03
2022-08-20 03:21:31,745 INFO [train.py:927] (7/8) Epoch 1, batch 4900, giga_loss[loss=0.2344, simple_loss=0.428, pruned_loss=0.2036, over 12186.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03819, over 33.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.4504, pruned_loss=0.2437, over 2473029.11 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06462, over 18753.74 utterances.], libri_tot_loss[loss=0.327, simple_loss=0.5849, pruned_loss=2.687, over 2235671.17 frames. utt_duration=1274 frames, utt_pad_proportion=0.05517, over 7027.14 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.4458, pruned_loss=0.2383, over 2473724.25 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06602, over 20113.45 utterances.], batch size: 33, lr: 2.54e-03
2022-08-20 03:23:18,349 INFO [train.py:927] (7/8) Epoch 1, batch 4950, giga_loss[loss=0.2457, simple_loss=0.4456, pruned_loss=0.2289, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03364, over 42.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.4501, pruned_loss=0.243, over 2473455.11 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06726, over 19461.64 utterances.], libri_tot_loss[loss=0.3265, simple_loss=0.5838, pruned_loss=2.661, over 2238044.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.05489, over 7019.86 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.4461, pruned_loss=0.2378, over 2474003.64 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06831, over 20655.18 utterances.], batch size: 42, lr: 2.53e-03
2022-08-20 03:25:06,475 INFO [train.py:927] (7/8) Epoch 1, batch 5000, giga_loss[loss=0.2413, simple_loss=0.4426, pruned_loss=0.1999, over 12479.00 frames. utt_duration=862.1 frames, utt_pad_proportion=0.02262, over 58.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.4561, pruned_loss=0.2456, over 2474215.20 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06952, over 20675.27 utterances.], libri_tot_loss[loss=0.3244, simple_loss=0.58, pruned_loss=2.596, over 2243710.23 frames. utt_duration=1278 frames, utt_pad_proportion=0.05377, over 7033.28 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.4531, pruned_loss=0.241, over 2474779.77 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07062, over 21886.28 utterances.], batch size: 58, lr: 2.52e-03
2022-08-20 03:26:50,972 INFO [train.py:927] (7/8) Epoch 1, batch 5050, giga_loss[loss=0.2593, simple_loss=0.4659, pruned_loss=0.263, over 12352.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03237, over 58.00 utterances.], tot_loss[loss=0.255, simple_loss=0.4598, pruned_loss=0.251, over 2473701.67 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06566, over 20347.17 utterances.], libri_tot_loss[loss=0.324, simple_loss=0.5786, pruned_loss=2.539, over 2248769.01 frames. utt_duration=1281 frames, utt_pad_proportion=0.05261, over 7032.46 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.4559, pruned_loss=0.2421, over 2474714.10 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06719, over 21613.25 utterances.], batch size: 58, lr: 2.52e-03
2022-08-20 03:28:35,233 INFO [train.py:927] (7/8) Epoch 1, batch 5100, giga_loss[loss=0.2142, simple_loss=0.3938, pruned_loss=0.173, over 12402.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05085, over 34.00 utterances.], tot_loss[loss=0.255, simple_loss=0.46, pruned_loss=0.25, over 2473905.44 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06741, over 20245.29 utterances.], libri_tot_loss[loss=0.3236, simple_loss=0.578, pruned_loss=2.502, over 2251983.18 frames. utt_duration=1278 frames, utt_pad_proportion=0.05279, over 7057.89 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.4558, pruned_loss=0.2426, over 2474822.54 frames. utt_duration=464.2 frames, utt_pad_proportion=0.06853, over 21394.47 utterances.], batch size: 34, lr: 2.51e-03
2022-08-20 03:30:18,229 INFO [train.py:927] (7/8) Epoch 1, batch 5150, giga_loss[loss=0.2534, simple_loss=0.4572, pruned_loss=0.248, over 12456.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03607, over 105.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.4584, pruned_loss=0.2488, over 2474003.04 frames. utt_duration=497.2 frames, utt_pad_proportion=0.0676, over 19963.63 utterances.], libri_tot_loss[loss=0.3215, simple_loss=0.5742, pruned_loss=2.43, over 2258232.07 frames. utt_duration=1275 frames, utt_pad_proportion=0.05267, over 7093.11 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.4549, pruned_loss=0.2422, over 2475038.61 frames. utt_duration=468.6 frames, utt_pad_proportion=0.06865, over 21192.15 utterances.], batch size: 105, lr: 2.50e-03
2022-08-20 03:31:58,906 INFO [train.py:927] (7/8) Epoch 1, batch 5200, giga_loss[loss=0.2537, simple_loss=0.46, pruned_loss=0.2367, over 12379.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.454, pruned_loss=0.2436, over 2474391.73 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06973, over 20461.36 utterances.], libri_tot_loss[loss=0.3209, simple_loss=0.5732, pruned_loss=2.419, over 2259170.91 frames. utt_duration=1277 frames, utt_pad_proportion=0.05263, over 7084.65 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.4516, pruned_loss=0.2386, over 2475326.96 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07048, over 21490.13 utterances.], batch size: 182, lr: 2.50e-03
2022-08-20 03:33:40,773 INFO [train.py:927] (7/8) Epoch 1, batch 5250, giga_loss[loss=0.2161, simple_loss=0.3959, pruned_loss=0.1813, over 12417.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03402, over 75.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.4524, pruned_loss=0.2421, over 2474639.46 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07085, over 20458.94 utterances.], libri_tot_loss[loss=0.3186, simple_loss=0.5691, pruned_loss=2.349, over 2265145.07 frames. utt_duration=1284 frames, utt_pad_proportion=0.05139, over 7067.37 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.4507, pruned_loss=0.2377, over 2475782.73 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07192, over 21669.06 utterances.], batch size: 75, lr: 2.49e-03
2022-08-20 03:35:23,598 INFO [train.py:927] (7/8) Epoch 1, batch 5300, giga_loss[loss=0.2541, simple_loss=0.4576, pruned_loss=0.2534, over 12434.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04417, over 114.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.4538, pruned_loss=0.2427, over 2474877.70 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07019, over 20235.21 utterances.], libri_tot_loss[loss=0.3197, simple_loss=0.571, pruned_loss=2.306, over 2269473.85 frames. utt_duration=1284 frames, utt_pad_proportion=0.05054, over 7079.87 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.4488, pruned_loss=0.2366, over 2475631.77 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07145, over 21418.38 utterances.], batch size: 114, lr: 2.49e-03
2022-08-20 03:37:08,396 INFO [train.py:927] (7/8) Epoch 1, batch 5350, giga_loss[loss=0.2231, simple_loss=0.4107, pruned_loss=0.1772, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03255, over 42.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.4521, pruned_loss=0.2467, over 2474661.61 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07429, over 20398.91 utterances.], libri_tot_loss[loss=0.3175, simple_loss=0.5657, pruned_loss=2.228, over 2277416.74 frames. utt_duration=1279 frames, utt_pad_proportion=0.05033, over 7133.43 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.4483, pruned_loss=0.234, over 2475396.01 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07543, over 21794.11 utterances.], batch size: 42, lr: 2.48e-03
2022-08-20 03:38:56,756 INFO [train.py:927] (7/8) Epoch 1, batch 5400, giga_loss[loss=0.2449, simple_loss=0.4508, pruned_loss=0.1948, over 12404.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0495, over 34.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.4506, pruned_loss=0.2432, over 2475171.13 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07286, over 20049.83 utterances.], libri_tot_loss[loss=0.3164, simple_loss=0.5636, pruned_loss=2.196, over 2280072.04 frames. utt_duration=1282 frames, utt_pad_proportion=0.04972, over 7124.48 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.4478, pruned_loss=0.2327, over 2476010.64 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07412, over 21332.63 utterances.], batch size: 34, lr: 2.47e-03
2022-08-20 03:40:41,541 INFO [train.py:927] (7/8) Epoch 1, batch 5450, giga_loss[loss=0.2491, simple_loss=0.4516, pruned_loss=0.233, over 12260.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02694, over 54.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.4537, pruned_loss=0.2385, over 2474249.85 frames. utt_duration=507.1 frames, utt_pad_proportion=0.07189, over 19574.37 utterances.], libri_tot_loss[loss=0.316, simple_loss=0.5633, pruned_loss=2.135, over 2285215.16 frames. utt_duration=1280 frames, utt_pad_proportion=0.04957, over 7152.22 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.4487, pruned_loss=0.2291, over 2475479.37 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07328, over 20915.28 utterances.], batch size: 54, lr: 2.47e-03
2022-08-20 03:42:25,573 INFO [train.py:927] (7/8) Epoch 1, batch 5500, giga_loss[loss=0.3234, simple_loss=0.5695, pruned_loss=0.3866, over 12357.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.4639, pruned_loss=0.2516, over 2474024.42 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06756, over 19207.38 utterances.], libri_tot_loss[loss=0.3202, simple_loss=0.5696, pruned_loss=2.117, over 2287717.19 frames. utt_duration=1282 frames, utt_pad_proportion=0.04898, over 7147.00 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.4535, pruned_loss=0.2345, over 2475256.85 frames. utt_duration=486.2 frames, utt_pad_proportion=0.0692, over 20426.53 utterances.], batch size: 257, lr: 2.46e-03
2022-08-20 03:44:09,811 INFO [train.py:927] (7/8) Epoch 1, batch 5550, giga_loss[loss=0.2812, simple_loss=0.5015, pruned_loss=0.3046, over 12378.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1044, over 258.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.4602, pruned_loss=0.2483, over 2473710.21 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06596, over 18989.82 utterances.], libri_tot_loss[loss=0.3161, simple_loss=0.5625, pruned_loss=2.028, over 2295709.54 frames. utt_duration=1287 frames, utt_pad_proportion=0.04729, over 7144.72 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.4535, pruned_loss=0.2347, over 2474903.11 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06817, over 20468.11 utterances.], batch size: 258, lr: 2.45e-03
2022-08-20 03:45:54,335 INFO [train.py:927] (7/8) Epoch 1, batch 5600, giga_loss[loss=0.2904, simple_loss=0.5203, pruned_loss=0.3024, over 12370.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1085, over 259.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.4568, pruned_loss=0.2426, over 2473738.90 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06552, over 19472.18 utterances.], libri_tot_loss[loss=0.314, simple_loss=0.5589, pruned_loss=1.981, over 2299933.29 frames. utt_duration=1288 frames, utt_pad_proportion=0.04669, over 7150.22 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.4522, pruned_loss=0.2319, over 2474857.85 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06758, over 20909.76 utterances.], batch size: 259, lr: 2.45e-03
2022-08-20 03:47:37,593 INFO [train.py:927] (7/8) Epoch 1, batch 5650, giga_loss[loss=0.2514, simple_loss=0.4585, pruned_loss=0.2211, over 12415.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02456, over 48.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.4524, pruned_loss=0.2341, over 2473557.12 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06535, over 19104.16 utterances.], libri_tot_loss[loss=0.3105, simple_loss=0.5529, pruned_loss=1.916, over 2305105.74 frames. utt_duration=1296 frames, utt_pad_proportion=0.04545, over 7124.40 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.4504, pruned_loss=0.2266, over 2475162.63 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06757, over 20649.71 utterances.], batch size: 48, lr: 2.44e-03
2022-08-20 03:49:18,505 INFO [train.py:927] (7/8) Epoch 1, batch 5700, libri_loss[loss=0.4087, simple_loss=0.6489, pruned_loss=0.8423, over 12235.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005745, over 31.00 utterances.], tot_loss[loss=0.254, simple_loss=0.4596, pruned_loss=0.2423, over 2474482.21 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07177, over 19801.76 utterances.], libri_tot_loss[loss=0.3137, simple_loss=0.558, pruned_loss=1.888, over 2308409.55 frames. utt_duration=1298 frames, utt_pad_proportion=0.04469, over 7123.88 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.4517, pruned_loss=0.2287, over 2475832.26 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07342, over 21246.70 utterances.], batch size: 31, lr: 2.44e-03
2022-08-20 03:51:00,636 INFO [train.py:927] (7/8) Epoch 1, batch 5750, giga_loss[loss=0.2491, simple_loss=0.4505, pruned_loss=0.2387, over 12319.00 frames. utt_duration=748 frames, utt_pad_proportion=0.03111, over 66.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.4569, pruned_loss=0.2412, over 2474913.49 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07129, over 20311.69 utterances.], libri_tot_loss[loss=0.3116, simple_loss=0.5543, pruned_loss=1.837, over 2313336.02 frames. utt_duration=1300 frames, utt_pad_proportion=0.04371, over 7126.20 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.451, pruned_loss=0.2296, over 2476003.99 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07315, over 21815.25 utterances.], batch size: 66, lr: 2.43e-03
2022-08-20 03:52:48,732 INFO [train.py:927] (7/8) Epoch 1, batch 5800, giga_loss[loss=0.2109, simple_loss=0.3881, pruned_loss=0.1685, over 12378.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04846, over 34.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.4523, pruned_loss=0.2369, over 2475270.00 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07035, over 20584.38 utterances.], libri_tot_loss[loss=0.309, simple_loss=0.55, pruned_loss=1.786, over 2318074.65 frames. utt_duration=1298 frames, utt_pad_proportion=0.04348, over 7152.32 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.4485, pruned_loss=0.2283, over 2476187.93 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07219, over 22104.66 utterances.], batch size: 34, lr: 2.42e-03
2022-08-20 03:54:30,212 INFO [train.py:927] (7/8) Epoch 1, batch 5850, giga_loss[loss=0.2162, simple_loss=0.396, pruned_loss=0.1819, over 12306.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02641, over 45.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.4495, pruned_loss=0.2354, over 2474676.65 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07041, over 20627.99 utterances.], libri_tot_loss[loss=0.3076, simple_loss=0.5475, pruned_loss=1.754, over 2320606.21 frames. utt_duration=1303 frames, utt_pad_proportion=0.04287, over 7130.41 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.4468, pruned_loss=0.2279, over 2475924.70 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07216, over 22090.25 utterances.], batch size: 45, lr: 2.42e-03
2022-08-20 03:56:11,962 INFO [train.py:927] (7/8) Epoch 1, batch 5900, giga_loss[loss=0.2317, simple_loss=0.4251, pruned_loss=0.1919, over 12407.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03908, over 133.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.4475, pruned_loss=0.23, over 2474834.96 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07043, over 21413.89 utterances.], libri_tot_loss[loss=0.3082, simple_loss=0.5485, pruned_loss=1.732, over 2322620.88 frames. utt_duration=1303 frames, utt_pad_proportion=0.04278, over 7140.51 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.4433, pruned_loss=0.2224, over 2476063.03 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07191, over 22737.93 utterances.], batch size: 133, lr: 2.41e-03
2022-08-20 03:57:58,857 INFO [train.py:927] (7/8) Epoch 1, batch 5950, libri_loss[loss=0.202, simple_loss=0.3692, pruned_loss=0.1739, over 12216.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007207, over 31.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.4439, pruned_loss=0.2252, over 2474551.12 frames. utt_duration=467.8 frames, utt_pad_proportion=0.06907, over 21224.43 utterances.], libri_tot_loss[loss=0.3053, simple_loss=0.5438, pruned_loss=1.668, over 2328705.94 frames. utt_duration=1308 frames, utt_pad_proportion=0.04145, over 7127.13 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.4409, pruned_loss=0.2198, over 2475447.15 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07103, over 22826.73 utterances.], batch size: 31, lr: 2.41e-03
2022-08-20 03:59:44,928 INFO [train.py:927] (7/8) Epoch 1, batch 6000, giga_loss[loss=0.3474, simple_loss=0.3868, pruned_loss=0.154, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02635, over 48.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.4372, pruned_loss=0.2201, over 2473876.45 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07021, over 20910.97 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.5401, pruned_loss=1.63, over 2331972.65 frames. utt_duration=1312 frames, utt_pad_proportion=0.04071, over 7115.06 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.4357, pruned_loss=0.216, over 2474883.70 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07208, over 22507.11 utterances.], batch size: 48, lr: 2.40e-03
2022-08-20 03:59:44,929 INFO [train.py:958] (7/8) Computing validation loss
2022-08-20 03:59:59,956 INFO [train.py:967] (7/8) 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 04:01:43,859 INFO [train.py:927] (7/8) Epoch 1, batch 6050, giga_loss[loss=0.3556, simple_loss=0.3836, pruned_loss=0.1639, over 12255.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03012, over 28.00 utterances.], tot_loss[loss=0.2964, simple_loss=0.4429, pruned_loss=0.2286, over 2473669.85 frames. utt_duration=479.4 frames, utt_pad_proportion=0.0738, over 20700.81 utterances.], libri_tot_loss[loss=0.3142, simple_loss=0.541, pruned_loss=1.608, over 2334473.08 frames. utt_duration=1316 frames, utt_pad_proportion=0.0402, over 7105.84 utterances.], giga_tot_loss[loss=0.2851, simple_loss=0.439, pruned_loss=0.2195, over 2474750.35 frames. utt_duration=446.9 frames, utt_pad_proportion=0.0754, over 22220.91 utterances.], batch size: 28, lr: 2.39e-03
2022-08-20 04:03:24,981 INFO [train.py:927] (7/8) Epoch 1, batch 6100, giga_loss[loss=0.4388, simple_loss=0.4378, pruned_loss=0.2199, over 12344.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03323, over 97.00 utterances.], tot_loss[loss=0.3417, simple_loss=0.4468, pruned_loss=0.2379, over 2472934.79 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07954, over 21312.64 utterances.], libri_tot_loss[loss=0.3338, simple_loss=0.539, pruned_loss=1.556, over 2340121.90 frames. utt_duration=1300 frames, utt_pad_proportion=0.04456, over 7210.50 utterances.], giga_tot_loss[loss=0.3166, simple_loss=0.4417, pruned_loss=0.2211, over 2474280.40 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07978, over 23010.25 utterances.], batch size: 97, lr: 2.39e-03
2022-08-20 04:05:09,275 INFO [train.py:927] (7/8) Epoch 1, batch 6150, giga_loss[loss=0.4026, simple_loss=0.4102, pruned_loss=0.1975, over 12219.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03251, over 42.00 utterances.], tot_loss[loss=0.3631, simple_loss=0.4456, pruned_loss=0.2334, over 2472617.55 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07325, over 20725.50 utterances.], libri_tot_loss[loss=0.336, simple_loss=0.5366, pruned_loss=1.528, over 2342479.17 frames. utt_duration=1303 frames, utt_pad_proportion=0.04388, over 7197.44 utterances.], giga_tot_loss[loss=0.3417, simple_loss=0.4419, pruned_loss=0.2203, over 2473917.70 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07423, over 22332.66 utterances.], batch size: 42, lr: 2.38e-03
2022-08-20 04:06:53,530 INFO [train.py:927] (7/8) Epoch 1, batch 6200, libri_loss[loss=0.8853, simple_loss=0.6959, pruned_loss=0.5374, over 12435.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03581, over 46.00 utterances.], tot_loss[loss=0.385, simple_loss=0.4479, pruned_loss=0.2335, over 2472703.46 frames. utt_duration=468.8 frames, utt_pad_proportion=0.0765, over 21164.42 utterances.], libri_tot_loss[loss=0.3409, simple_loss=0.5332, pruned_loss=1.481, over 2346984.06 frames. utt_duration=1307 frames, utt_pad_proportion=0.0429, over 7188.94 utterances.], giga_tot_loss[loss=0.3645, simple_loss=0.4449, pruned_loss=0.2223, over 2473755.65 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07767, over 22919.82 utterances.], batch size: 46, lr: 2.38e-03
2022-08-20 04:08:36,096 INFO [train.py:927] (7/8) Epoch 1, batch 6250, giga_loss[loss=0.4556, simple_loss=0.4624, pruned_loss=0.2244, over 12353.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03231, over 58.00 utterances.], tot_loss[loss=0.4019, simple_loss=0.4487, pruned_loss=0.234, over 2472736.72 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07602, over 20536.60 utterances.], libri_tot_loss[loss=0.3476, simple_loss=0.5308, pruned_loss=1.446, over 2350371.48 frames. utt_duration=1294 frames, utt_pad_proportion=0.04715, over 7272.10 utterances.], giga_tot_loss[loss=0.381, simple_loss=0.4461, pruned_loss=0.2223, over 2473893.10 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07611, over 22244.19 utterances.], batch size: 58, lr: 2.37e-03
2022-08-20 04:10:17,944 INFO [train.py:927] (7/8) Epoch 1, batch 6300, giga_loss[loss=0.456, simple_loss=0.4571, pruned_loss=0.2275, over 12447.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04313, over 114.00 utterances.], tot_loss[loss=0.4117, simple_loss=0.4508, pruned_loss=0.2302, over 2473354.56 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07557, over 21179.74 utterances.], libri_tot_loss[loss=0.3511, simple_loss=0.5297, pruned_loss=1.414, over 2353194.89 frames. utt_duration=1299 frames, utt_pad_proportion=0.04626, over 7256.52 utterances.], giga_tot_loss[loss=0.3934, simple_loss=0.4478, pruned_loss=0.2208, over 2474477.75 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07611, over 22862.39 utterances.], batch size: 114, lr: 2.37e-03
2022-08-20 04:12:01,093 INFO [train.py:927] (7/8) Epoch 1, batch 6350, giga_loss[loss=0.5205, simple_loss=0.4982, pruned_loss=0.2714, over 12363.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2095, over 372.00 utterances.], tot_loss[loss=0.4203, simple_loss=0.4502, pruned_loss=0.2293, over 2473218.25 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07937, over 21934.43 utterances.], libri_tot_loss[loss=0.3538, simple_loss=0.5286, pruned_loss=1.397, over 2354690.03 frames. utt_duration=1301 frames, utt_pad_proportion=0.0457, over 7250.68 utterances.], giga_tot_loss[loss=0.4043, simple_loss=0.4477, pruned_loss=0.221, over 2474380.30 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07981, over 23458.73 utterances.], batch size: 372, lr: 2.36e-03
2022-08-20 04:13:45,132 INFO [train.py:927] (7/8) Epoch 1, batch 6400, giga_loss[loss=0.4145, simple_loss=0.4324, pruned_loss=0.1983, over 12457.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02883, over 80.00 utterances.], tot_loss[loss=0.4231, simple_loss=0.4476, pruned_loss=0.2259, over 2473047.01 frames. utt_duration=454.6 frames, utt_pad_proportion=0.08003, over 21829.31 utterances.], libri_tot_loss[loss=0.3563, simple_loss=0.528, pruned_loss=1.379, over 2356209.13 frames. utt_duration=1299 frames, utt_pad_proportion=0.04548, over 7261.94 utterances.], giga_tot_loss[loss=0.4093, simple_loss=0.4452, pruned_loss=0.2188, over 2474168.85 frames. utt_duration=428 frames, utt_pad_proportion=0.08053, over 23201.04 utterances.], batch size: 80, lr: 2.35e-03
2022-08-20 04:15:26,101 INFO [train.py:927] (7/8) Epoch 1, batch 6450, giga_loss[loss=0.4261, simple_loss=0.4419, pruned_loss=0.2051, over 12447.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03419, over 86.00 utterances.], tot_loss[loss=0.4278, simple_loss=0.4475, pruned_loss=0.2247, over 2472971.36 frames. utt_duration=451.8 frames, utt_pad_proportion=0.08091, over 21967.49 utterances.], libri_tot_loss[loss=0.3617, simple_loss=0.5287, pruned_loss=1.364, over 2357764.99 frames. utt_duration=1295 frames, utt_pad_proportion=0.04591, over 7289.99 utterances.], giga_tot_loss[loss=0.4131, simple_loss=0.4439, pruned_loss=0.2165, over 2474029.06 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08131, over 23220.30 utterances.], batch size: 86, lr: 2.35e-03
2022-08-20 04:17:09,249 INFO [train.py:927] (7/8) Epoch 1, batch 6500, giga_loss[loss=0.5442, simple_loss=0.5079, pruned_loss=0.2902, over 12334.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2198, over 376.00 utterances.], tot_loss[loss=0.4349, simple_loss=0.4495, pruned_loss=0.2263, over 2473011.10 frames. utt_duration=437.9 frames, utt_pad_proportion=0.08355, over 22666.29 utterances.], libri_tot_loss[loss=0.3648, simple_loss=0.527, pruned_loss=1.342, over 2360094.07 frames. utt_duration=1289 frames, utt_pad_proportion=0.04712, over 7333.88 utterances.], giga_tot_loss[loss=0.4219, simple_loss=0.4466, pruned_loss=0.2187, over 2473799.99 frames. utt_duration=415.9 frames, utt_pad_proportion=0.08366, over 23879.72 utterances.], batch size: 376, lr: 2.34e-03
2022-08-20 04:18:51,733 INFO [train.py:927] (7/8) Epoch 1, batch 6550, giga_loss[loss=0.4271, simple_loss=0.4364, pruned_loss=0.2089, over 12373.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02667, over 66.00 utterances.], tot_loss[loss=0.4408, simple_loss=0.4522, pruned_loss=0.2272, over 2473218.05 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08095, over 22585.28 utterances.], libri_tot_loss[loss=0.3693, simple_loss=0.5276, pruned_loss=1.321, over 2362110.16 frames. utt_duration=1271 frames, utt_pad_proportion=0.05232, over 7443.94 utterances.], giga_tot_loss[loss=0.4278, simple_loss=0.4479, pruned_loss=0.2198, over 2474074.47 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07991, over 23733.68 utterances.], batch size: 66, lr: 2.34e-03
2022-08-20 04:20:35,212 INFO [train.py:927] (7/8) Epoch 1, batch 6600, giga_loss[loss=0.505, simple_loss=0.4908, pruned_loss=0.2596, over 12431.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04188, over 146.00 utterances.], tot_loss[loss=0.4407, simple_loss=0.4508, pruned_loss=0.2251, over 2473896.33 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07729, over 22218.01 utterances.], libri_tot_loss[loss=0.3706, simple_loss=0.5255, pruned_loss=1.298, over 2364189.93 frames. utt_duration=1270 frames, utt_pad_proportion=0.05182, over 7453.00 utterances.], giga_tot_loss[loss=0.4304, simple_loss=0.4478, pruned_loss=0.2192, over 2474695.52 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07691, over 23397.89 utterances.], batch size: 146, lr: 2.33e-03
2022-08-20 04:22:17,074 INFO [train.py:927] (7/8) Epoch 1, batch 6650, giga_loss[loss=0.4363, simple_loss=0.4395, pruned_loss=0.2166, over 12347.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03272, over 58.00 utterances.], tot_loss[loss=0.4372, simple_loss=0.4478, pruned_loss=0.2209, over 2474519.27 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08134, over 22170.40 utterances.], libri_tot_loss[loss=0.3713, simple_loss=0.5206, pruned_loss=1.252, over 2368121.38 frames. utt_duration=1259 frames, utt_pad_proportion=0.05606, over 7535.27 utterances.], giga_tot_loss[loss=0.4307, simple_loss=0.447, pruned_loss=0.2175, over 2475553.96 frames. utt_duration=421 frames, utt_pad_proportion=0.07998, over 23602.31 utterances.], batch size: 58, lr: 2.33e-03
2022-08-20 04:23:57,162 INFO [train.py:927] (7/8) Epoch 1, batch 6700, giga_loss[loss=0.5837, simple_loss=0.5236, pruned_loss=0.3219, over 12374.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.4373, simple_loss=0.4476, pruned_loss=0.2194, over 2475359.25 frames. utt_duration=459 frames, utt_pad_proportion=0.07618, over 21641.88 utterances.], libri_tot_loss[loss=0.3721, simple_loss=0.5196, pruned_loss=1.242, over 2369341.20 frames. utt_duration=1260 frames, utt_pad_proportion=0.05561, over 7528.94 utterances.], giga_tot_loss[loss=0.4321, simple_loss=0.4472, pruned_loss=0.2166, over 2476034.89 frames. utt_duration=434 frames, utt_pad_proportion=0.07554, over 22896.78 utterances.], batch size: 259, lr: 2.32e-03
2022-08-20 04:25:39,404 INFO [train.py:927] (7/8) Epoch 1, batch 6750, giga_loss[loss=0.3959, simple_loss=0.4327, pruned_loss=0.1795, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03184, over 39.00 utterances.], tot_loss[loss=0.4564, simple_loss=0.46, pruned_loss=0.2311, over 2474619.23 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07357, over 21331.56 utterances.], libri_tot_loss[loss=0.3869, simple_loss=0.526, pruned_loss=1.213, over 2372386.43 frames. utt_duration=1248 frames, utt_pad_proportion=0.06007, over 7610.59 utterances.], giga_tot_loss[loss=0.4426, simple_loss=0.4526, pruned_loss=0.2228, over 2475665.80 frames. utt_duration=438 frames, utt_pad_proportion=0.0722, over 22683.06 utterances.], batch size: 39, lr: 2.31e-03
2022-08-20 04:27:17,188 INFO [train.py:927] (7/8) Epoch 1, batch 6800, libri_loss[loss=0.4155, simple_loss=0.4191, pruned_loss=0.2059, over 12311.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00707, over 36.00 utterances.], tot_loss[loss=0.4453, simple_loss=0.4534, pruned_loss=0.2221, over 2474335.48 frames. utt_duration=484.3 frames, utt_pad_proportion=0.0703, over 20500.23 utterances.], libri_tot_loss[loss=0.387, simple_loss=0.5222, pruned_loss=1.181, over 2374903.39 frames. utt_duration=1254 frames, utt_pad_proportion=0.05871, over 7582.64 utterances.], giga_tot_loss[loss=0.4358, simple_loss=0.449, pruned_loss=0.2165, over 2475638.54 frames. utt_duration=452.3 frames, utt_pad_proportion=0.06988, over 21964.21 utterances.], batch size: 36, lr: 2.31e-03
2022-08-20 04:28:58,010 INFO [train.py:927] (7/8) Epoch 1, batch 6850, giga_loss[loss=0.618, simple_loss=0.5509, pruned_loss=0.3425, over 12396.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.103, over 258.00 utterances.], tot_loss[loss=0.4387, simple_loss=0.4492, pruned_loss=0.2169, over 2474352.12 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07206, over 20746.33 utterances.], libri_tot_loss[loss=0.3872, simple_loss=0.5193, pruned_loss=1.156, over 2377034.12 frames. utt_duration=1247 frames, utt_pad_proportion=0.06192, over 7632.51 utterances.], giga_tot_loss[loss=0.4322, simple_loss=0.4466, pruned_loss=0.213, over 2475702.48 frames. utt_duration=448 frames, utt_pad_proportion=0.07067, over 22177.18 utterances.], batch size: 258, lr: 2.30e-03
2022-08-20 04:30:40,311 INFO [train.py:927] (7/8) Epoch 1, batch 6900, giga_loss[loss=0.4179, simple_loss=0.4235, pruned_loss=0.2061, over 12415.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04609, over 31.00 utterances.], tot_loss[loss=0.4391, simple_loss=0.4496, pruned_loss=0.2165, over 2474193.68 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06848, over 20719.26 utterances.], libri_tot_loss[loss=0.3877, simple_loss=0.517, pruned_loss=1.137, over 2378802.20 frames. utt_duration=1249 frames, utt_pad_proportion=0.06096, over 7625.95 utterances.], giga_tot_loss[loss=0.4344, simple_loss=0.4483, pruned_loss=0.2136, over 2475399.06 frames. utt_duration=449.5 frames, utt_pad_proportion=0.06793, over 22100.71 utterances.], batch size: 31, lr: 2.30e-03
2022-08-20 04:32:24,787 INFO [train.py:927] (7/8) Epoch 1, batch 6950, giga_loss[loss=0.551, simple_loss=0.5076, pruned_loss=0.2972, over 12372.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2015, over 368.00 utterances.], tot_loss[loss=0.4378, simple_loss=0.4479, pruned_loss=0.2155, over 2474687.91 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07234, over 21124.23 utterances.], libri_tot_loss[loss=0.3894, simple_loss=0.5145, pruned_loss=1.108, over 2381672.77 frames. utt_duration=1250 frames, utt_pad_proportion=0.06042, over 7628.97 utterances.], giga_tot_loss[loss=0.434, simple_loss=0.4472, pruned_loss=0.213, over 2475606.38 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07196, over 22586.48 utterances.], batch size: 368, lr: 2.29e-03
2022-08-20 04:34:09,248 INFO [train.py:927] (7/8) Epoch 1, batch 7000, giga_loss[loss=0.5499, simple_loss=0.5202, pruned_loss=0.2899, over 12369.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 367.00 utterances.], tot_loss[loss=0.4359, simple_loss=0.4472, pruned_loss=0.2136, over 2474909.70 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07661, over 21366.96 utterances.], libri_tot_loss[loss=0.3904, simple_loss=0.5129, pruned_loss=1.085, over 2384037.48 frames. utt_duration=1254 frames, utt_pad_proportion=0.0592, over 7616.39 utterances.], giga_tot_loss[loss=0.433, simple_loss=0.4465, pruned_loss=0.2118, over 2475585.83 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07646, over 22828.07 utterances.], batch size: 367, lr: 2.29e-03
2022-08-20 04:35:50,859 INFO [train.py:927] (7/8) Epoch 1, batch 7050, giga_loss[loss=0.402, simple_loss=0.4262, pruned_loss=0.1889, over 12426.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03637, over 98.00 utterances.], tot_loss[loss=0.4373, simple_loss=0.448, pruned_loss=0.2143, over 2474789.84 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07931, over 22611.08 utterances.], libri_tot_loss[loss=0.3921, simple_loss=0.5115, pruned_loss=1.068, over 2386042.09 frames. utt_duration=1247 frames, utt_pad_proportion=0.05938, over 7665.79 utterances.], giga_tot_loss[loss=0.4342, simple_loss=0.4475, pruned_loss=0.2121, over 2475164.51 frames. utt_duration=414.5 frames, utt_pad_proportion=0.07913, over 23970.63 utterances.], batch size: 98, lr: 2.28e-03
2022-08-20 04:37:30,612 INFO [train.py:927] (7/8) Epoch 1, batch 7100, giga_loss[loss=0.4438, simple_loss=0.4571, pruned_loss=0.2153, over 12355.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.0269, over 66.00 utterances.], tot_loss[loss=0.4377, simple_loss=0.4467, pruned_loss=0.2151, over 2474191.23 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07584, over 21993.10 utterances.], libri_tot_loss[loss=0.3974, simple_loss=0.5113, pruned_loss=1.064, over 2386993.48 frames. utt_duration=1247 frames, utt_pad_proportion=0.05905, over 7667.10 utterances.], giga_tot_loss[loss=0.4309, simple_loss=0.4459, pruned_loss=0.2092, over 2474416.05 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07602, over 23192.71 utterances.], batch size: 66, lr: 2.28e-03
2022-08-20 04:39:09,176 INFO [train.py:927] (7/8) Epoch 1, batch 7150, giga_loss[loss=0.4797, simple_loss=0.4855, pruned_loss=0.2369, over 12363.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04272, over 133.00 utterances.], tot_loss[loss=0.4419, simple_loss=0.4487, pruned_loss=0.2182, over 2474045.20 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07646, over 21666.70 utterances.], libri_tot_loss[loss=0.4006, simple_loss=0.5086, pruned_loss=1.031, over 2389796.34 frames. utt_duration=1254 frames, utt_pad_proportion=0.05737, over 7629.06 utterances.], giga_tot_loss[loss=0.4353, simple_loss=0.4483, pruned_loss=0.2122, over 2474809.76 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07726, over 23185.18 utterances.], batch size: 133, lr: 2.27e-03
2022-08-20 04:40:52,865 INFO [train.py:927] (7/8) Epoch 1, batch 7200, giga_loss[loss=0.3524, simple_loss=0.3773, pruned_loss=0.1637, over 12225.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03258, over 42.00 utterances.], tot_loss[loss=0.43, simple_loss=0.4411, pruned_loss=0.21, over 2473889.87 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07545, over 21130.04 utterances.], libri_tot_loss[loss=0.3998, simple_loss=0.5063, pruned_loss=1.013, over 2391033.13 frames. utt_duration=1258 frames, utt_pad_proportion=0.05655, over 7608.62 utterances.], giga_tot_loss[loss=0.4261, simple_loss=0.4416, pruned_loss=0.2062, over 2474896.81 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07649, over 22598.01 utterances.], batch size: 42, lr: 2.27e-03
2022-08-20 04:42:33,892 INFO [train.py:927] (7/8) Epoch 1, batch 7250, giga_loss[loss=0.4021, simple_loss=0.4338, pruned_loss=0.1852, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04124, over 133.00 utterances.], tot_loss[loss=0.4272, simple_loss=0.4417, pruned_loss=0.2067, over 2473414.71 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07705, over 21593.89 utterances.], libri_tot_loss[loss=0.4021, simple_loss=0.5072, pruned_loss=0.9844, over 2393402.09 frames. utt_duration=1266 frames, utt_pad_proportion=0.05505, over 7570.86 utterances.], giga_tot_loss[loss=0.4228, simple_loss=0.4391, pruned_loss=0.2039, over 2474705.91 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07845, over 23269.34 utterances.], batch size: 133, lr: 2.26e-03
2022-08-20 04:44:17,304 INFO [train.py:927] (7/8) Epoch 1, batch 7300, giga_loss[loss=0.3765, simple_loss=0.4094, pruned_loss=0.1718, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02844, over 48.00 utterances.], tot_loss[loss=0.429, simple_loss=0.4423, pruned_loss=0.2081, over 2473166.75 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08207, over 22511.70 utterances.], libri_tot_loss[loss=0.4056, simple_loss=0.5079, pruned_loss=0.9748, over 2394270.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.05439, over 7567.31 utterances.], giga_tot_loss[loss=0.4227, simple_loss=0.4388, pruned_loss=0.2039, over 2474486.44 frames. utt_duration=413.2 frames, utt_pad_proportion=0.08317, over 24038.72 utterances.], batch size: 48, lr: 2.26e-03
2022-08-20 04:45:53,904 INFO [train.py:927] (7/8) Epoch 1, batch 7350, giga_loss[loss=0.3653, simple_loss=0.4031, pruned_loss=0.1638, over 12338.00 frames. utt_duration=706.5 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.4209, simple_loss=0.439, pruned_loss=0.2017, over 2473860.62 frames. utt_duration=446 frames, utt_pad_proportion=0.07585, over 22260.26 utterances.], libri_tot_loss[loss=0.4051, simple_loss=0.5024, pruned_loss=0.9316, over 2398384.34 frames. utt_duration=1274 frames, utt_pad_proportion=0.05227, over 7537.47 utterances.], giga_tot_loss[loss=0.4172, simple_loss=0.4377, pruned_loss=0.1988, over 2475052.35 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07814, over 24281.62 utterances.], batch size: 70, lr: 2.25e-03
2022-08-20 04:47:35,650 INFO [train.py:927] (7/8) Epoch 1, batch 7400, giga_loss[loss=0.315, simple_loss=0.3905, pruned_loss=0.1197, over 12367.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1881, over 362.00 utterances.], tot_loss[loss=0.409, simple_loss=0.4332, pruned_loss=0.1926, over 2475128.30 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07158, over 22622.44 utterances.], libri_tot_loss[loss=0.404, simple_loss=0.4989, pruned_loss=0.9083, over 2400913.55 frames. utt_duration=1279 frames, utt_pad_proportion=0.05107, over 7515.58 utterances.], giga_tot_loss[loss=0.4073, simple_loss=0.4334, pruned_loss=0.191, over 2475853.10 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07416, over 24658.16 utterances.], batch size: 362, lr: 2.24e-03
2022-08-20 04:49:16,334 INFO [train.py:927] (7/8) Epoch 1, batch 7450, giga_loss[loss=0.3668, simple_loss=0.4163, pruned_loss=0.1587, over 12433.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.0612, over 183.00 utterances.], tot_loss[loss=0.4033, simple_loss=0.4313, pruned_loss=0.1878, over 2475129.20 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07039, over 22324.33 utterances.], libri_tot_loss[loss=0.4093, simple_loss=0.499, pruned_loss=0.8869, over 2403258.40 frames. utt_duration=1270 frames, utt_pad_proportion=0.05392, over 7577.53 utterances.], giga_tot_loss[loss=0.3969, simple_loss=0.429, pruned_loss=0.1826, over 2475915.75 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07207, over 24403.23 utterances.], batch size: 183, lr: 2.24e-03
2022-08-20 04:50:57,102 INFO [train.py:927] (7/8) Epoch 1, batch 7500, giga_loss[loss=0.2993, simple_loss=0.3635, pruned_loss=0.1175, over 12318.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03245, over 51.00 utterances.], tot_loss[loss=0.4036, simple_loss=0.4334, pruned_loss=0.187, over 2475690.32 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07054, over 22819.97 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.5001, pruned_loss=0.8692, over 2405641.47 frames. utt_duration=1272 frames, utt_pad_proportion=0.05279, over 7573.19 utterances.], giga_tot_loss[loss=0.3939, simple_loss=0.429, pruned_loss=0.1796, over 2476098.03 frames. utt_duration=399.3 frames, utt_pad_proportion=0.07232, over 24894.58 utterances.], batch size: 51, lr: 2.23e-03
2022-08-20 04:52:40,465 INFO [train.py:927] (7/8) Epoch 1, batch 7550, giga_loss[loss=0.3507, simple_loss=0.41, pruned_loss=0.1457, over 12353.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1864, over 361.00 utterances.], tot_loss[loss=0.3924, simple_loss=0.427, pruned_loss=0.179, over 2475799.04 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07091, over 23156.74 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4975, pruned_loss=0.8486, over 2407631.30 frames. utt_duration=1261 frames, utt_pad_proportion=0.05553, over 7644.95 utterances.], giga_tot_loss[loss=0.3846, simple_loss=0.4239, pruned_loss=0.1728, over 2476204.33 frames. utt_duration=394.9 frames, utt_pad_proportion=0.07162, over 25176.91 utterances.], batch size: 361, lr: 2.23e-03
2022-08-20 04:54:22,992 INFO [train.py:927] (7/8) Epoch 1, batch 7600, giga_loss[loss=0.3754, simple_loss=0.4182, pruned_loss=0.1664, over 12464.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03141, over 92.00 utterances.], tot_loss[loss=0.3857, simple_loss=0.4236, pruned_loss=0.174, over 2475946.75 frames. utt_duration=422.5 frames, utt_pad_proportion=0.0719, over 23523.27 utterances.], libri_tot_loss[loss=0.4136, simple_loss=0.4966, pruned_loss=0.8418, over 2408111.42 frames. utt_duration=1248 frames, utt_pad_proportion=0.0602, over 7727.51 utterances.], giga_tot_loss[loss=0.3796, simple_loss=0.4213, pruned_loss=0.1691, over 2476425.46 frames. utt_duration=395 frames, utt_pad_proportion=0.07111, over 25172.78 utterances.], batch size: 92, lr: 2.22e-03
2022-08-20 04:56:04,362 INFO [train.py:927] (7/8) Epoch 1, batch 7650, giga_loss[loss=0.3282, simple_loss=0.3866, pruned_loss=0.1349, over 12352.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.0296, over 91.00 utterances.], tot_loss[loss=0.3766, simple_loss=0.4187, pruned_loss=0.1673, over 2476010.10 frames. utt_duration=422.7 frames, utt_pad_proportion=0.07098, over 23512.01 utterances.], libri_tot_loss[loss=0.4119, simple_loss=0.4934, pruned_loss=0.8178, over 2410032.05 frames. utt_duration=1253 frames, utt_pad_proportion=0.05874, over 7701.28 utterances.], giga_tot_loss[loss=0.3722, simple_loss=0.4173, pruned_loss=0.1637, over 2476788.10 frames. utt_duration=392 frames, utt_pad_proportion=0.07094, over 25369.86 utterances.], batch size: 91, lr: 2.22e-03
2022-08-20 04:57:46,299 INFO [train.py:927] (7/8) Epoch 1, batch 7700, giga_loss[loss=0.4211, simple_loss=0.4267, pruned_loss=0.2077, over 12262.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03067, over 45.00 utterances.], tot_loss[loss=0.3687, simple_loss=0.4144, pruned_loss=0.1615, over 2475829.63 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06766, over 23794.86 utterances.], libri_tot_loss[loss=0.4132, simple_loss=0.4941, pruned_loss=0.8089, over 2410489.80 frames. utt_duration=1256 frames, utt_pad_proportion=0.05808, over 7684.88 utterances.], giga_tot_loss[loss=0.3634, simple_loss=0.4115, pruned_loss=0.1577, over 2476889.92 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06806, over 25485.57 utterances.], batch size: 45, lr: 2.21e-03
2022-08-20 04:59:31,697 INFO [train.py:927] (7/8) Epoch 1, batch 7750, libri_loss[loss=0.351, simple_loss=0.3944, pruned_loss=0.1538, over 12325.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.00562, over 36.00 utterances.], tot_loss[loss=0.3648, simple_loss=0.4113, pruned_loss=0.1591, over 2475705.33 frames. utt_duration=407.4 frames, utt_pad_proportion=0.0701, over 24397.01 utterances.], libri_tot_loss[loss=0.4111, simple_loss=0.4898, pruned_loss=0.7831, over 2412660.37 frames. utt_duration=1262 frames, utt_pad_proportion=0.0567, over 7657.88 utterances.], giga_tot_loss[loss=0.3608, simple_loss=0.4099, pruned_loss=0.1559, over 2476916.40 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07075, over 26402.90 utterances.], batch size: 36, lr: 2.21e-03
2022-08-20 05:01:23,732 INFO [train.py:927] (7/8) Epoch 1, batch 7800, giga_loss[loss=0.3046, simple_loss=0.3782, pruned_loss=0.1155, over 12365.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02754, over 66.00 utterances.], tot_loss[loss=0.3644, simple_loss=0.4123, pruned_loss=0.1583, over 2475624.41 frames. utt_duration=404.1 frames, utt_pad_proportion=0.07398, over 24589.71 utterances.], libri_tot_loss[loss=0.4108, simple_loss=0.4884, pruned_loss=0.7742, over 2413288.77 frames. utt_duration=1264 frames, utt_pad_proportion=0.05653, over 7648.18 utterances.], giga_tot_loss[loss=0.3608, simple_loss=0.4114, pruned_loss=0.1551, over 2476858.31 frames. utt_duration=376.6 frames, utt_pad_proportion=0.07434, over 26406.96 utterances.], batch size: 66, lr: 2.20e-03
2022-08-20 05:03:34,842 INFO [train.py:927] (7/8) Epoch 1, batch 7850, giga_loss[loss=0.3736, simple_loss=0.4175, pruned_loss=0.1648, over 12409.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07332, over 212.00 utterances.], tot_loss[loss=0.3624, simple_loss=0.4104, pruned_loss=0.1572, over 2475908.60 frames. utt_duration=400 frames, utt_pad_proportion=0.07391, over 24848.32 utterances.], libri_tot_loss[loss=0.4108, simple_loss=0.4869, pruned_loss=0.7657, over 2413965.83 frames. utt_duration=1266 frames, utt_pad_proportion=0.05587, over 7634.55 utterances.], giga_tot_loss[loss=0.3589, simple_loss=0.4099, pruned_loss=0.154, over 2477110.96 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07444, over 26535.54 utterances.], batch size: 212, lr: 2.20e-03
2022-08-20 05:05:34,082 INFO [train.py:927] (7/8) Epoch 1, batch 7900, giga_loss[loss=0.3359, simple_loss=0.3941, pruned_loss=0.1388, over 12448.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03169, over 75.00 utterances.], tot_loss[loss=0.3562, simple_loss=0.4072, pruned_loss=0.1526, over 2476191.81 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07425, over 25196.66 utterances.], libri_tot_loss[loss=0.4098, simple_loss=0.4846, pruned_loss=0.7477, over 2415517.82 frames. utt_duration=1270 frames, utt_pad_proportion=0.05483, over 7619.72 utterances.], giga_tot_loss[loss=0.353, simple_loss=0.4068, pruned_loss=0.1497, over 2477417.33 frames. utt_duration=368 frames, utt_pad_proportion=0.07505, over 27026.43 utterances.], batch size: 75, lr: 2.19e-03
2022-08-20 05:07:44,277 INFO [train.py:927] (7/8) Epoch 1, batch 7950, giga_loss[loss=0.3449, simple_loss=0.4107, pruned_loss=0.1396, over 12367.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.183, over 359.00 utterances.], tot_loss[loss=0.352, simple_loss=0.4054, pruned_loss=0.1493, over 2476985.40 frames. utt_duration=398.9 frames, utt_pad_proportion=0.07424, over 24920.21 utterances.], libri_tot_loss[loss=0.4113, simple_loss=0.4859, pruned_loss=0.7367, over 2416635.86 frames. utt_duration=1272 frames, utt_pad_proportion=0.05401, over 7608.39 utterances.], giga_tot_loss[loss=0.3472, simple_loss=0.4026, pruned_loss=0.146, over 2478027.80 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07518, over 26683.10 utterances.], batch size: 359, lr: 2.19e-03
2022-08-20 05:09:36,525 INFO [train.py:927] (7/8) Epoch 1, batch 8000, giga_loss[loss=0.3725, simple_loss=0.4195, pruned_loss=0.1628, over 12336.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03489, over 62.00 utterances.], tot_loss[loss=0.357, simple_loss=0.4049, pruned_loss=0.1546, over 2477434.86 frames. utt_duration=403.3 frames, utt_pad_proportion=0.07122, over 24651.92 utterances.], libri_tot_loss[loss=0.4198, simple_loss=0.4872, pruned_loss=0.7303, over 2417945.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05295, over 7601.34 utterances.], giga_tot_loss[loss=0.3438, simple_loss=0.3994, pruned_loss=0.1441, over 2478425.40 frames. utt_duration=376.1 frames, utt_pad_proportion=0.07255, over 26453.24 utterances.], batch size: 62, lr: 2.18e-03
2022-08-20 05:11:59,205 INFO [train.py:927] (7/8) Epoch 1, batch 8050, giga_loss[loss=0.2811, simple_loss=0.3485, pruned_loss=0.1069, over 12418.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04315, over 146.00 utterances.], tot_loss[loss=0.3609, simple_loss=0.4049, pruned_loss=0.1584, over 2476196.69 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07384, over 24831.41 utterances.], libri_tot_loss[loss=0.4256, simple_loss=0.4879, pruned_loss=0.7219, over 2418766.36 frames. utt_duration=1266 frames, utt_pad_proportion=0.05609, over 7648.40 utterances.], giga_tot_loss[loss=0.3441, simple_loss=0.3982, pruned_loss=0.145, over 2477560.02 frames. utt_duration=373.7 frames, utt_pad_proportion=0.07413, over 26612.70 utterances.], batch size: 146, lr: 2.18e-03
2022-08-20 05:13:59,958 INFO [train.py:927] (7/8) Epoch 1, batch 8100, giga_loss[loss=0.285, simple_loss=0.3491, pruned_loss=0.1105, over 12361.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.02937, over 51.00 utterances.], tot_loss[loss=0.352, simple_loss=0.3971, pruned_loss=0.1535, over 2476562.38 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06965, over 24145.55 utterances.], libri_tot_loss[loss=0.4249, simple_loss=0.4865, pruned_loss=0.7109, over 2419918.65 frames. utt_duration=1266 frames, utt_pad_proportion=0.05529, over 7656.28 utterances.], giga_tot_loss[loss=0.3381, simple_loss=0.3915, pruned_loss=0.1424, over 2477659.71 frames. utt_duration=384.6 frames, utt_pad_proportion=0.07043, over 25853.69 utterances.], batch size: 51, lr: 2.17e-03
2022-08-20 05:16:00,126 INFO [train.py:927] (7/8) Epoch 1, batch 8150, giga_loss[loss=0.3466, simple_loss=0.4003, pruned_loss=0.1464, over 12425.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0317, over 105.00 utterances.], tot_loss[loss=0.3475, simple_loss=0.3946, pruned_loss=0.1502, over 2477094.53 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07001, over 24496.39 utterances.], libri_tot_loss[loss=0.4236, simple_loss=0.4844, pruned_loss=0.6972, over 2421286.06 frames. utt_duration=1269 frames, utt_pad_proportion=0.05438, over 7639.09 utterances.], giga_tot_loss[loss=0.3359, simple_loss=0.39, pruned_loss=0.141, over 2478012.69 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07091, over 26263.50 utterances.], batch size: 105, lr: 2.17e-03
2022-08-20 05:18:06,339 INFO [train.py:927] (7/8) Epoch 1, batch 8200, giga_loss[loss=0.2964, simple_loss=0.3615, pruned_loss=0.1156, over 12374.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02751, over 85.00 utterances.], tot_loss[loss=0.3403, simple_loss=0.3907, pruned_loss=0.1449, over 2477301.47 frames. utt_duration=403.3 frames, utt_pad_proportion=0.07079, over 24643.07 utterances.], libri_tot_loss[loss=0.4238, simple_loss=0.4847, pruned_loss=0.6947, over 2421381.63 frames. utt_duration=1271 frames, utt_pad_proportion=0.0542, over 7630.90 utterances.], giga_tot_loss[loss=0.3306, simple_loss=0.3864, pruned_loss=0.1374, over 2478190.36 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07153, over 26112.09 utterances.], batch size: 85, lr: 2.16e-03
2022-08-20 05:20:09,789 INFO [train.py:927] (7/8) Epoch 1, batch 8250, giga_loss[loss=0.3213, simple_loss=0.3679, pruned_loss=0.1374, over 12459.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03485, over 105.00 utterances.], tot_loss[loss=0.341, simple_loss=0.3904, pruned_loss=0.1458, over 2477402.88 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06705, over 23581.86 utterances.], libri_tot_loss[loss=0.4268, simple_loss=0.486, pruned_loss=0.6865, over 2422679.91 frames. utt_duration=1272 frames, utt_pad_proportion=0.0534, over 7626.42 utterances.], giga_tot_loss[loss=0.3291, simple_loss=0.3842, pruned_loss=0.137, over 2477937.79 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06817, over 25056.53 utterances.], batch size: 105, lr: 2.16e-03
2022-08-20 05:22:42,951 INFO [train.py:927] (7/8) Epoch 1, batch 8300, giga_loss[loss=0.2629, simple_loss=0.3291, pruned_loss=0.09836, over 12393.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02645, over 85.00 utterances.], tot_loss[loss=0.3398, simple_loss=0.3884, pruned_loss=0.1456, over 2477400.53 frames. utt_duration=415 frames, utt_pad_proportion=0.06901, over 23945.11 utterances.], libri_tot_loss[loss=0.4262, simple_loss=0.4846, pruned_loss=0.674, over 2423824.50 frames. utt_duration=1255 frames, utt_pad_proportion=0.0575, over 7735.18 utterances.], giga_tot_loss[loss=0.329, simple_loss=0.3826, pruned_loss=0.1378, over 2478011.01 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06883, over 25376.99 utterances.], batch size: 85, lr: 2.16e-03
2022-08-20 05:24:51,241 INFO [train.py:927] (7/8) Epoch 1, batch 8350, giga_loss[loss=0.3126, simple_loss=0.3623, pruned_loss=0.1314, over 12402.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03361, over 80.00 utterances.], tot_loss[loss=0.335, simple_loss=0.3836, pruned_loss=0.1432, over 2477759.93 frames. utt_duration=416 frames, utt_pad_proportion=0.0684, over 23891.41 utterances.], libri_tot_loss[loss=0.4249, simple_loss=0.4822, pruned_loss=0.6591, over 2425342.26 frames. utt_duration=1255 frames, utt_pad_proportion=0.05656, over 7742.03 utterances.], giga_tot_loss[loss=0.3252, simple_loss=0.3784, pruned_loss=0.136, over 2478317.53 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06865, over 25471.36 utterances.], batch size: 80, lr: 2.15e-03
2022-08-20 05:26:52,798 INFO [train.py:927] (7/8) Epoch 1, batch 8400, giga_loss[loss=0.3408, simple_loss=0.4009, pruned_loss=0.1404, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04495, over 146.00 utterances.], tot_loss[loss=0.3328, simple_loss=0.3815, pruned_loss=0.1421, over 2477715.29 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06606, over 23805.67 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.4801, pruned_loss=0.6465, over 2426376.04 frames. utt_duration=1259 frames, utt_pad_proportion=0.05545, over 7718.67 utterances.], giga_tot_loss[loss=0.3244, simple_loss=0.377, pruned_loss=0.1359, over 2478378.47 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06675, over 25437.61 utterances.], batch size: 146, lr: 2.15e-03
2022-08-20 05:28:56,433 INFO [train.py:927] (7/8) Epoch 1, batch 8450, giga_loss[loss=0.3157, simple_loss=0.3641, pruned_loss=0.1337, over 12341.00 frames. utt_duration=852.1 frames, utt_pad_proportion=0.03172, over 58.00 utterances.], tot_loss[loss=0.3326, simple_loss=0.3814, pruned_loss=0.1419, over 2477560.06 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06397, over 23726.08 utterances.], libri_tot_loss[loss=0.4241, simple_loss=0.4806, pruned_loss=0.6378, over 2426976.76 frames. utt_duration=1250 frames, utt_pad_proportion=0.05912, over 7774.53 utterances.], giga_tot_loss[loss=0.3235, simple_loss=0.3756, pruned_loss=0.1357, over 2478440.72 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06367, over 25254.21 utterances.], batch size: 58, lr: 2.14e-03
2022-08-20 05:31:01,770 INFO [train.py:927] (7/8) Epoch 1, batch 8500, giga_loss[loss=0.3884, simple_loss=0.4185, pruned_loss=0.1792, over 12370.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.0467, over 146.00 utterances.], tot_loss[loss=0.336, simple_loss=0.3808, pruned_loss=0.1456, over 2477857.67 frames. utt_duration=409 frames, utt_pad_proportion=0.06655, over 24302.33 utterances.], libri_tot_loss[loss=0.4275, simple_loss=0.4801, pruned_loss=0.6345, over 2427654.38 frames. utt_duration=1248 frames, utt_pad_proportion=0.05934, over 7791.66 utterances.], giga_tot_loss[loss=0.3245, simple_loss=0.3753, pruned_loss=0.1369, over 2478639.96 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06618, over 25725.17 utterances.], batch size: 146, lr: 2.14e-03
2022-08-20 05:33:19,378 INFO [train.py:927] (7/8) Epoch 1, batch 8550, giga_loss[loss=0.2873, simple_loss=0.3585, pruned_loss=0.108, over 12406.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.02974, over 62.00 utterances.], tot_loss[loss=0.3352, simple_loss=0.3811, pruned_loss=0.1446, over 2478361.54 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06461, over 24292.89 utterances.], libri_tot_loss[loss=0.427, simple_loss=0.4792, pruned_loss=0.6277, over 2428426.91 frames. utt_duration=1249 frames, utt_pad_proportion=0.05866, over 7784.78 utterances.], giga_tot_loss[loss=0.3253, simple_loss=0.3763, pruned_loss=0.1372, over 2478959.05 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06463, over 25647.12 utterances.], batch size: 62, lr: 2.13e-03
2022-08-20 05:35:33,504 INFO [train.py:927] (7/8) Epoch 1, batch 8600, giga_loss[loss=0.2963, simple_loss=0.348, pruned_loss=0.1222, over 12453.00 frames. utt_duration=442.2 frames, utt_pad_proportion=0.0323, over 113.00 utterances.], tot_loss[loss=0.3334, simple_loss=0.3787, pruned_loss=0.1441, over 2479218.68 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06312, over 24599.80 utterances.], libri_tot_loss[loss=0.427, simple_loss=0.4786, pruned_loss=0.6212, over 2429270.66 frames. utt_duration=1252 frames, utt_pad_proportion=0.05804, over 7773.09 utterances.], giga_tot_loss[loss=0.3243, simple_loss=0.374, pruned_loss=0.1373, over 2479609.99 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06339, over 25912.80 utterances.], batch size: 113, lr: 2.13e-03
2022-08-20 05:37:28,166 INFO [train.py:927] (7/8) Epoch 1, batch 8650, giga_loss[loss=0.3039, simple_loss=0.3598, pruned_loss=0.124, over 12469.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03686, over 123.00 utterances.], tot_loss[loss=0.3327, simple_loss=0.3806, pruned_loss=0.1424, over 2479106.84 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06178, over 23863.42 utterances.], libri_tot_loss[loss=0.4311, simple_loss=0.4832, pruned_loss=0.6078, over 2430933.53 frames. utt_duration=1244 frames, utt_pad_proportion=0.06056, over 7827.14 utterances.], giga_tot_loss[loss=0.3187, simple_loss=0.3695, pruned_loss=0.134, over 2479482.91 frames. utt_duration=392 frames, utt_pad_proportion=0.06148, over 25375.75 utterances.], batch size: 123, lr: 2.12e-03
2022-08-20 05:39:25,989 INFO [train.py:927] (7/8) Epoch 1, batch 8700, giga_loss[loss=0.2593, simple_loss=0.3275, pruned_loss=0.09558, over 12369.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02798, over 85.00 utterances.], tot_loss[loss=0.3304, simple_loss=0.3784, pruned_loss=0.1412, over 2477938.52 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06389, over 23977.74 utterances.], libri_tot_loss[loss=0.4301, simple_loss=0.482, pruned_loss=0.597, over 2431686.86 frames. utt_duration=1248 frames, utt_pad_proportion=0.05942, over 7804.64 utterances.], giga_tot_loss[loss=0.3181, simple_loss=0.3684, pruned_loss=0.1338, over 2478635.78 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06384, over 25558.76 utterances.], batch size: 85, lr: 2.12e-03
2022-08-20 05:41:31,763 INFO [train.py:927] (7/8) Epoch 1, batch 8750, giga_loss[loss=0.2844, simple_loss=0.3495, pruned_loss=0.1097, over 12358.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.02969, over 51.00 utterances.], tot_loss[loss=0.3232, simple_loss=0.3733, pruned_loss=0.1366, over 2477872.01 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06375, over 24322.86 utterances.], libri_tot_loss[loss=0.429, simple_loss=0.4806, pruned_loss=0.5883, over 2432634.46 frames. utt_duration=1249 frames, utt_pad_proportion=0.05873, over 7802.62 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3648, pruned_loss=0.1302, over 2478389.49 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06392, over 25860.12 utterances.], batch size: 51, lr: 2.11e-03
2022-08-20 05:43:48,610 INFO [train.py:927] (7/8) Epoch 1, batch 8800, giga_loss[loss=0.3318, simple_loss=0.3786, pruned_loss=0.1425, over 12398.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07473, over 212.00 utterances.], tot_loss[loss=0.321, simple_loss=0.3713, pruned_loss=0.1353, over 2477426.21 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06243, over 23378.81 utterances.], libri_tot_loss[loss=0.426, simple_loss=0.4769, pruned_loss=0.5711, over 2434461.66 frames. utt_duration=1242 frames, utt_pad_proportion=0.06138, over 7850.95 utterances.], giga_tot_loss[loss=0.3113, simple_loss=0.3638, pruned_loss=0.1294, over 2477791.55 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06202, over 25137.14 utterances.], batch size: 212, lr: 2.11e-03
2022-08-20 05:45:50,755 INFO [train.py:927] (7/8) Epoch 1, batch 8850, giga_loss[loss=0.3632, simple_loss=0.4019, pruned_loss=0.1623, over 12425.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03883, over 133.00 utterances.], tot_loss[loss=0.3281, simple_loss=0.3761, pruned_loss=0.1401, over 2477591.27 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06598, over 24227.58 utterances.], libri_tot_loss[loss=0.4322, simple_loss=0.4814, pruned_loss=0.5674, over 2435099.15 frames. utt_duration=1227 frames, utt_pad_proportion=0.06557, over 7950.78 utterances.], giga_tot_loss[loss=0.3124, simple_loss=0.3638, pruned_loss=0.1305, over 2478087.12 frames. utt_duration=385 frames, utt_pad_proportion=0.06427, over 25826.40 utterances.], batch size: 133, lr: 2.10e-03
2022-08-20 05:47:49,874 INFO [train.py:927] (7/8) Epoch 1, batch 8900, giga_loss[loss=0.3229, simple_loss=0.3908, pruned_loss=0.1275, over 12353.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03032, over 70.00 utterances.], tot_loss[loss=0.3327, simple_loss=0.3808, pruned_loss=0.1423, over 2477382.79 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06328, over 23618.23 utterances.], libri_tot_loss[loss=0.4364, simple_loss=0.4845, pruned_loss=0.5606, over 2435605.44 frames. utt_duration=1232 frames, utt_pad_proportion=0.06451, over 7915.30 utterances.], giga_tot_loss[loss=0.3141, simple_loss=0.3658, pruned_loss=0.1312, over 2478276.59 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06232, over 25289.50 utterances.], batch size: 70, lr: 2.10e-03
2022-08-20 05:49:51,445 INFO [train.py:927] (7/8) Epoch 1, batch 8950, giga_loss[loss=0.3621, simple_loss=0.3912, pruned_loss=0.1665, over 12387.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07451, over 212.00 utterances.], tot_loss[loss=0.33, simple_loss=0.3792, pruned_loss=0.1404, over 2477344.88 frames. utt_duration=420.2 frames, utt_pad_proportion=0.06267, over 23651.83 utterances.], libri_tot_loss[loss=0.4333, simple_loss=0.4809, pruned_loss=0.5465, over 2436501.32 frames. utt_duration=1240 frames, utt_pad_proportion=0.06299, over 7868.22 utterances.], giga_tot_loss[loss=0.3145, simple_loss=0.3671, pruned_loss=0.131, over 2478524.68 frames. utt_duration=390 frames, utt_pad_proportion=0.06232, over 25495.66 utterances.], batch size: 212, lr: 2.10e-03
2022-08-20 05:51:47,627 INFO [train.py:927] (7/8) Epoch 1, batch 9000, giga_loss[loss=0.372, simple_loss=0.3931, pruned_loss=0.1755, over 12397.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.3267, simple_loss=0.3769, pruned_loss=0.1382, over 2477480.48 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06021, over 23304.27 utterances.], libri_tot_loss[loss=0.4303, simple_loss=0.4776, pruned_loss=0.5328, over 2437858.80 frames. utt_duration=1246 frames, utt_pad_proportion=0.06134, over 7838.26 utterances.], giga_tot_loss[loss=0.3136, simple_loss=0.3669, pruned_loss=0.1301, over 2478499.66 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06054, over 25315.96 utterances.], batch size: 258, lr: 2.09e-03
2022-08-20 05:51:47,628 INFO [train.py:958] (7/8) Computing validation loss
2022-08-20 05:52:01,406 INFO [train.py:967] (7/8) 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 05:54:06,303 INFO [train.py:927] (7/8) Epoch 1, batch 9050, giga_loss[loss=0.3383, simple_loss=0.3845, pruned_loss=0.1461, over 12392.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.04178, over 105.00 utterances.], tot_loss[loss=0.3208, simple_loss=0.3723, pruned_loss=0.1346, over 2477021.49 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06046, over 23584.00 utterances.], libri_tot_loss[loss=0.4288, simple_loss=0.4757, pruned_loss=0.5238, over 2438399.20 frames. utt_duration=1244 frames, utt_pad_proportion=0.06084, over 7847.46 utterances.], giga_tot_loss[loss=0.3092, simple_loss=0.3636, pruned_loss=0.1274, over 2478248.48 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06083, over 25545.19 utterances.], batch size: 105, lr: 2.09e-03
2022-08-20 05:56:06,502 INFO [train.py:927] (7/8) Epoch 1, batch 9100, giga_loss[loss=0.2818, simple_loss=0.3485, pruned_loss=0.1076, over 12474.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03392, over 98.00 utterances.], tot_loss[loss=0.3175, simple_loss=0.3695, pruned_loss=0.1328, over 2477147.19 frames. utt_duration=426.1 frames, utt_pad_proportion=0.05894, over 23319.86 utterances.], libri_tot_loss[loss=0.4265, simple_loss=0.4733, pruned_loss=0.5143, over 2438855.63 frames. utt_duration=1252 frames, utt_pad_proportion=0.06004, over 7801.80 utterances.], giga_tot_loss[loss=0.3079, simple_loss=0.3623, pruned_loss=0.1267, over 2478584.35 frames. utt_duration=393.4 frames, utt_pad_proportion=0.05955, over 25279.88 utterances.], batch size: 98, lr: 2.08e-03
2022-08-20 05:58:13,891 INFO [train.py:927] (7/8) Epoch 1, batch 9150, giga_loss[loss=0.3021, simple_loss=0.3562, pruned_loss=0.124, over 12464.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02771, over 80.00 utterances.], tot_loss[loss=0.3163, simple_loss=0.3687, pruned_loss=0.132, over 2477172.99 frames. utt_duration=421.8 frames, utt_pad_proportion=0.05992, over 23559.88 utterances.], libri_tot_loss[loss=0.423, simple_loss=0.4697, pruned_loss=0.4998, over 2439957.41 frames. utt_duration=1258 frames, utt_pad_proportion=0.05822, over 7768.20 utterances.], giga_tot_loss[loss=0.3077, simple_loss=0.3625, pruned_loss=0.1265, over 2478730.59 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06079, over 25739.50 utterances.], batch size: 80, lr: 2.08e-03
2022-08-20 06:00:14,882 INFO [train.py:927] (7/8) Epoch 1, batch 9200, giga_loss[loss=0.3174, simple_loss=0.3689, pruned_loss=0.1329, over 12249.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02716, over 54.00 utterances.], tot_loss[loss=0.3198, simple_loss=0.3714, pruned_loss=0.1342, over 2477009.40 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06322, over 24105.87 utterances.], libri_tot_loss[loss=0.4225, simple_loss=0.4691, pruned_loss=0.4934, over 2440062.62 frames. utt_duration=1262 frames, utt_pad_proportion=0.05738, over 7741.11 utterances.], giga_tot_loss[loss=0.3116, simple_loss=0.3652, pruned_loss=0.129, over 2478808.12 frames. utt_duration=380.4 frames, utt_pad_proportion=0.0639, over 26150.00 utterances.], batch size: 54, lr: 2.07e-03
2022-08-20 06:02:20,161 INFO [train.py:927] (7/8) Epoch 1, batch 9250, libri_loss[loss=0.7419, simple_loss=0.4795, pruned_loss=0.5021, over 12338.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.06159, over 51.00 utterances.], tot_loss[loss=0.3291, simple_loss=0.3774, pruned_loss=0.1404, over 2476769.26 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06694, over 24692.72 utterances.], libri_tot_loss[loss=0.4274, simple_loss=0.4713, pruned_loss=0.4911, over 2440669.36 frames. utt_duration=1249 frames, utt_pad_proportion=0.06109, over 7825.17 utterances.], giga_tot_loss[loss=0.3161, simple_loss=0.3687, pruned_loss=0.1318, over 2478308.25 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06632, over 26551.37 utterances.], batch size: 51, lr: 2.07e-03
2022-08-20 06:04:32,862 INFO [train.py:927] (7/8) Epoch 1, batch 9300, giga_loss[loss=0.3064, simple_loss=0.3658, pruned_loss=0.1235, over 12389.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.02782, over 58.00 utterances.], tot_loss[loss=0.3287, simple_loss=0.3771, pruned_loss=0.1401, over 2477103.89 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06603, over 24393.10 utterances.], libri_tot_loss[loss=0.4283, simple_loss=0.4716, pruned_loss=0.4858, over 2441162.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.06025, over 7792.92 utterances.], giga_tot_loss[loss=0.3158, simple_loss=0.3683, pruned_loss=0.1317, over 2478543.55 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06586, over 26214.43 utterances.], batch size: 58, lr: 2.06e-03
2022-08-20 06:06:34,285 INFO [train.py:927] (7/8) Epoch 1, batch 9350, giga_loss[loss=0.3475, simple_loss=0.3879, pruned_loss=0.1536, over 12378.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04612, over 146.00 utterances.], tot_loss[loss=0.3265, simple_loss=0.3759, pruned_loss=0.1386, over 2477018.56 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06467, over 24342.88 utterances.], libri_tot_loss[loss=0.4259, simple_loss=0.4694, pruned_loss=0.4728, over 2442400.38 frames. utt_duration=1257 frames, utt_pad_proportion=0.05853, over 7783.52 utterances.], giga_tot_loss[loss=0.3146, simple_loss=0.3672, pruned_loss=0.131, over 2478340.77 frames. utt_duration=376 frames, utt_pad_proportion=0.06513, over 26446.85 utterances.], batch size: 146, lr: 2.06e-03
2022-08-20 06:08:41,490 INFO [train.py:927] (7/8) Epoch 1, batch 9400, giga_loss[loss=0.2996, simple_loss=0.3647, pruned_loss=0.1173, over 12357.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03228, over 62.00 utterances.], tot_loss[loss=0.3223, simple_loss=0.3727, pruned_loss=0.1359, over 2477350.56 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06383, over 24570.96 utterances.], libri_tot_loss[loss=0.4253, simple_loss=0.4692, pruned_loss=0.4695, over 2442815.47 frames. utt_duration=1258 frames, utt_pad_proportion=0.0581, over 7776.72 utterances.], giga_tot_loss[loss=0.3124, simple_loss=0.3651, pruned_loss=0.1299, over 2478327.26 frames. utt_duration=376.7 frames, utt_pad_proportion=0.06439, over 26396.48 utterances.], batch size: 62, lr: 2.06e-03
2022-08-20 06:10:46,812 INFO [train.py:927] (7/8) Epoch 1, batch 9450, giga_loss[loss=0.2915, simple_loss=0.3623, pruned_loss=0.1103, over 12373.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02921, over 85.00 utterances.], tot_loss[loss=0.3174, simple_loss=0.3711, pruned_loss=0.1319, over 2477480.28 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06384, over 24088.04 utterances.], libri_tot_loss[loss=0.4253, simple_loss=0.4698, pruned_loss=0.4636, over 2443455.48 frames. utt_duration=1255 frames, utt_pad_proportion=0.05806, over 7798.19 utterances.], giga_tot_loss[loss=0.308, simple_loss=0.363, pruned_loss=0.1264, over 2478290.48 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06431, over 25790.81 utterances.], batch size: 85, lr: 2.05e-03
2022-08-20 06:12:38,893 INFO [train.py:927] (7/8) Epoch 1, batch 9500, giga_loss[loss=0.324, simple_loss=0.3708, pruned_loss=0.1386, over 12412.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06533, over 212.00 utterances.], tot_loss[loss=0.3185, simple_loss=0.3762, pruned_loss=0.1304, over 2477445.69 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06331, over 23510.57 utterances.], libri_tot_loss[loss=0.4273, simple_loss=0.4734, pruned_loss=0.4543, over 2443895.62 frames. utt_duration=1257 frames, utt_pad_proportion=0.05736, over 7786.35 utterances.], giga_tot_loss[loss=0.3056, simple_loss=0.3632, pruned_loss=0.124, over 2478726.75 frames. utt_duration=392 frames, utt_pad_proportion=0.06394, over 25369.62 utterances.], batch size: 212, lr: 2.05e-03
2022-08-20 06:14:49,644 INFO [train.py:927] (7/8) Epoch 1, batch 9550, giga_loss[loss=0.2906, simple_loss=0.3534, pruned_loss=0.1139, over 12450.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03391, over 43.00 utterances.], tot_loss[loss=0.3166, simple_loss=0.3744, pruned_loss=0.1294, over 2476748.77 frames. utt_duration=425.6 frames, utt_pad_proportion=0.06376, over 23345.90 utterances.], libri_tot_loss[loss=0.4259, simple_loss=0.4722, pruned_loss=0.4482, over 2444022.29 frames. utt_duration=1261 frames, utt_pad_proportion=0.0565, over 7763.76 utterances.], giga_tot_loss[loss=0.3057, simple_loss=0.3635, pruned_loss=0.1239, over 2478233.71 frames. utt_duration=395.9 frames, utt_pad_proportion=0.0645, over 25113.03 utterances.], batch size: 43, lr: 2.04e-03
2022-08-20 06:17:05,731 INFO [train.py:927] (7/8) Epoch 1, batch 9600, giga_loss[loss=0.3335, simple_loss=0.3786, pruned_loss=0.1442, over 12402.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07395, over 212.00 utterances.], tot_loss[loss=0.3148, simple_loss=0.372, pruned_loss=0.1288, over 2476359.37 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06666, over 23753.55 utterances.], libri_tot_loss[loss=0.4242, simple_loss=0.4698, pruned_loss=0.4388, over 2444386.18 frames. utt_duration=1265 frames, utt_pad_proportion=0.05509, over 7738.64 utterances.], giga_tot_loss[loss=0.3041, simple_loss=0.3623, pruned_loss=0.123, over 2478216.01 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06749, over 25690.76 utterances.], batch size: 212, lr: 2.04e-03
2022-08-20 06:19:22,737 INFO [train.py:927] (7/8) Epoch 1, batch 9650, giga_loss[loss=0.3103, simple_loss=0.3798, pruned_loss=0.1204, over 12375.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03809, over 113.00 utterances.], tot_loss[loss=0.3156, simple_loss=0.3727, pruned_loss=0.1292, over 2476988.49 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06423, over 23205.25 utterances.], libri_tot_loss[loss=0.4238, simple_loss=0.4683, pruned_loss=0.4316, over 2445353.89 frames. utt_duration=1245 frames, utt_pad_proportion=0.0599, over 7866.61 utterances.], giga_tot_loss[loss=0.3045, simple_loss=0.3636, pruned_loss=0.1227, over 2478474.40 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06384, over 25060.02 utterances.], batch size: 113, lr: 2.03e-03
2022-08-20 06:21:45,452 INFO [train.py:927] (7/8) Epoch 1, batch 9700, giga_loss[loss=0.3132, simple_loss=0.3686, pruned_loss=0.1289, over 12390.00 frames. utt_duration=276.5 frames, utt_pad_proportion=0.04994, over 180.00 utterances.], tot_loss[loss=0.3153, simple_loss=0.3722, pruned_loss=0.1292, over 2476687.41 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06473, over 23096.33 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.4679, pruned_loss=0.4289, over 2445709.42 frames. utt_duration=1242 frames, utt_pad_proportion=0.06037, over 7884.81 utterances.], giga_tot_loss[loss=0.3061, simple_loss=0.3646, pruned_loss=0.1238, over 2477822.62 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06429, over 24672.75 utterances.], batch size: 180, lr: 2.03e-03
2022-08-20 06:23:58,852 INFO [train.py:927] (7/8) Epoch 1, batch 9750, giga_loss[loss=0.3054, simple_loss=0.3632, pruned_loss=0.1238, over 12408.00 frames. utt_duration=309 frames, utt_pad_proportion=0.0522, over 161.00 utterances.], tot_loss[loss=0.3151, simple_loss=0.3724, pruned_loss=0.1289, over 2476491.60 frames. utt_duration=433.4 frames, utt_pad_proportion=0.06535, over 22920.26 utterances.], libri_tot_loss[loss=0.4244, simple_loss=0.4691, pruned_loss=0.4199, over 2446820.76 frames. utt_duration=1246 frames, utt_pad_proportion=0.05852, over 7861.65 utterances.], giga_tot_loss[loss=0.3031, simple_loss=0.3621, pruned_loss=0.122, over 2477491.85 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06551, over 24738.46 utterances.], batch size: 161, lr: 2.03e-03
2022-08-20 06:26:00,487 INFO [train.py:927] (7/8) Epoch 1, batch 9800, giga_loss[loss=0.2821, simple_loss=0.3516, pruned_loss=0.1063, over 12365.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.02927, over 51.00 utterances.], tot_loss[loss=0.3116, simple_loss=0.3691, pruned_loss=0.127, over 2476076.32 frames. utt_duration=428.1 frames, utt_pad_proportion=0.0676, over 23200.00 utterances.], libri_tot_loss[loss=0.4215, simple_loss=0.466, pruned_loss=0.4105, over 2447351.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.05698, over 7827.06 utterances.], giga_tot_loss[loss=0.301, simple_loss=0.3604, pruned_loss=0.1208, over 2477324.48 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06809, over 25195.02 utterances.], batch size: 51, lr: 2.02e-03
2022-08-20 06:27:55,581 INFO [train.py:927] (7/8) Epoch 1, batch 9850, giga_loss[loss=0.3587, simple_loss=0.3834, pruned_loss=0.167, over 12418.00 frames. utt_duration=196 frames, utt_pad_proportion=0.09276, over 255.00 utterances.], tot_loss[loss=0.3121, simple_loss=0.3694, pruned_loss=0.1274, over 2476656.68 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06657, over 23201.24 utterances.], libri_tot_loss[loss=0.4191, simple_loss=0.4637, pruned_loss=0.4038, over 2447902.56 frames. utt_duration=1255 frames, utt_pad_proportion=0.05615, over 7809.51 utterances.], giga_tot_loss[loss=0.3034, simple_loss=0.3624, pruned_loss=0.1222, over 2477780.12 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06732, over 25144.78 utterances.], batch size: 255, lr: 2.02e-03
2022-08-20 06:29:45,052 INFO [train.py:927] (7/8) Epoch 1, batch 9900, giga_loss[loss=0.3102, simple_loss=0.3685, pruned_loss=0.126, over 12394.00 frames. utt_duration=662.4 frames, utt_pad_proportion=0.03585, over 75.00 utterances.], tot_loss[loss=0.3098, simple_loss=0.3661, pruned_loss=0.1267, over 2476901.07 frames. utt_duration=414.3 frames, utt_pad_proportion=0.07025, over 23984.03 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.4613, pruned_loss=0.3973, over 2448316.34 frames. utt_duration=1261 frames, utt_pad_proportion=0.05511, over 7777.60 utterances.], giga_tot_loss[loss=0.3024, simple_loss=0.3605, pruned_loss=0.1222, over 2478087.00 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07092, over 25915.10 utterances.], batch size: 75, lr: 2.01e-03
2022-08-20 06:31:40,531 INFO [train.py:927] (7/8) Epoch 1, batch 9950, giga_loss[loss=0.4196, simple_loss=0.4491, pruned_loss=0.195, over 12360.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03224, over 51.00 utterances.], tot_loss[loss=0.3168, simple_loss=0.3707, pruned_loss=0.1315, over 2476702.31 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06842, over 24090.03 utterances.], libri_tot_loss[loss=0.4172, simple_loss=0.4609, pruned_loss=0.3947, over 2448572.82 frames. utt_duration=1258 frames, utt_pad_proportion=0.05546, over 7795.00 utterances.], giga_tot_loss[loss=0.3093, simple_loss=0.3654, pruned_loss=0.1266, over 2477790.31 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06902, over 25816.93 utterances.], batch size: 51, lr: 2.01e-03
2022-08-20 06:33:22,701 INFO [train.py:927] (7/8) Epoch 1, batch 10000, libri_loss[loss=0.3357, simple_loss=0.396, pruned_loss=0.1377, over 12458.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01379, over 40.00 utterances.], tot_loss[loss=0.3358, simple_loss=0.383, pruned_loss=0.1443, over 2475529.19 frames. utt_duration=430.6 frames, utt_pad_proportion=0.06993, over 23066.13 utterances.], libri_tot_loss[loss=0.42, simple_loss=0.4602, pruned_loss=0.3896, over 2449312.98 frames. utt_duration=1243 frames, utt_pad_proportion=0.0585, over 7894.01 utterances.], giga_tot_loss[loss=0.324, simple_loss=0.3763, pruned_loss=0.1358, over 2476733.14 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06978, over 24965.94 utterances.], batch size: 40, lr: 2.01e-03
2022-08-20 06:35:14,252 INFO [train.py:927] (7/8) Epoch 1, batch 10050, giga_loss[loss=0.262, simple_loss=0.326, pruned_loss=0.09896, over 12388.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02693, over 70.00 utterances.], tot_loss[loss=0.3355, simple_loss=0.3819, pruned_loss=0.1446, over 2475461.93 frames. utt_duration=453.3 frames, utt_pad_proportion=0.06975, over 21907.37 utterances.], libri_tot_loss[loss=0.4169, simple_loss=0.457, pruned_loss=0.3802, over 2449762.17 frames. utt_duration=1249 frames, utt_pad_proportion=0.05696, over 7851.87 utterances.], giga_tot_loss[loss=0.3258, simple_loss=0.3767, pruned_loss=0.1375, over 2476964.05 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07015, over 23996.51 utterances.], batch size: 70, lr: 2.00e-03
2022-08-20 06:36:59,459 INFO [train.py:927] (7/8) Epoch 1, batch 10100, giga_loss[loss=0.2276, simple_loss=0.2841, pruned_loss=0.08556, over 12294.00 frames. utt_duration=912.1 frames, utt_pad_proportion=0.02558, over 54.00 utterances.], tot_loss[loss=0.3255, simple_loss=0.373, pruned_loss=0.139, over 2475306.83 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06894, over 21043.37 utterances.], libri_tot_loss[loss=0.4147, simple_loss=0.455, pruned_loss=0.3743, over 2450065.04 frames. utt_duration=1253 frames, utt_pad_proportion=0.05593, over 7827.77 utterances.], giga_tot_loss[loss=0.3178, simple_loss=0.3689, pruned_loss=0.1333, over 2476786.98 frames. utt_duration=431.7 frames, utt_pad_proportion=0.06972, over 23018.90 utterances.], batch size: 54, lr: 2.00e-03
2022-08-20 06:38:40,309 INFO [train.py:927] (7/8) Epoch 1, batch 10150, giga_loss[loss=0.2362, simple_loss=0.2965, pruned_loss=0.08789, over 12391.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04821, over 31.00 utterances.], tot_loss[loss=0.3141, simple_loss=0.3625, pruned_loss=0.1329, over 2475721.86 frames. utt_duration=491.4 frames, utt_pad_proportion=0.06893, over 20207.37 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4533, pruned_loss=0.3678, over 2450768.96 frames. utt_duration=1244 frames, utt_pad_proportion=0.05881, over 7889.24 utterances.], giga_tot_loss[loss=0.3071, simple_loss=0.3585, pruned_loss=0.1278, over 2476946.16 frames. utt_duration=450.4 frames, utt_pad_proportion=0.06872, over 22063.94 utterances.], batch size: 31, lr: 1.99e-03
2022-08-20 06:40:22,825 INFO [train.py:927] (7/8) Epoch 1, batch 10200, giga_loss[loss=0.2696, simple_loss=0.3265, pruned_loss=0.1063, over 12378.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03148, over 62.00 utterances.], tot_loss[loss=0.3128, simple_loss=0.3639, pruned_loss=0.1309, over 2474585.71 frames. utt_duration=500 frames, utt_pad_proportion=0.06957, over 19853.58 utterances.], libri_tot_loss[loss=0.4152, simple_loss=0.4583, pruned_loss=0.3604, over 2450988.66 frames. utt_duration=1246 frames, utt_pad_proportion=0.0579, over 7874.66 utterances.], giga_tot_loss[loss=0.3014, simple_loss=0.3527, pruned_loss=0.1251, over 2476309.03 frames. utt_duration=455.2 frames, utt_pad_proportion=0.0698, over 21826.19 utterances.], batch size: 62, lr: 1.99e-03
2022-08-20 06:42:02,690 INFO [train.py:927] (7/8) Epoch 1, batch 10250, giga_loss[loss=0.2796, simple_loss=0.3236, pruned_loss=0.1178, over 12398.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07298, over 212.00 utterances.], tot_loss[loss=0.3044, simple_loss=0.3561, pruned_loss=0.1264, over 2474970.74 frames. utt_duration=514.9 frames, utt_pad_proportion=0.0654, over 19279.61 utterances.], libri_tot_loss[loss=0.4133, simple_loss=0.4565, pruned_loss=0.3542, over 2451542.58 frames. utt_duration=1246 frames, utt_pad_proportion=0.05745, over 7881.03 utterances.], giga_tot_loss[loss=0.294, simple_loss=0.346, pruned_loss=0.121, over 2476516.66 frames. utt_duration=469.1 frames, utt_pad_proportion=0.0662, over 21182.39 utterances.], batch size: 212, lr: 1.99e-03
2022-08-20 06:43:45,404 INFO [train.py:927] (7/8) Epoch 1, batch 10300, giga_loss[loss=0.1925, simple_loss=0.2654, pruned_loss=0.05983, over 12359.00 frames. utt_duration=1767 frames, utt_pad_proportion=0.02952, over 28.00 utterances.], tot_loss[loss=0.294, simple_loss=0.3464, pruned_loss=0.1209, over 2474993.23 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06871, over 19598.42 utterances.], libri_tot_loss[loss=0.4127, simple_loss=0.4559, pruned_loss=0.3522, over 2451716.93 frames. utt_duration=1245 frames, utt_pad_proportion=0.05711, over 7883.24 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3381, pruned_loss=0.1163, over 2476253.61 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06924, over 21194.56 utterances.], batch size: 28, lr: 1.98e-03
2022-08-20 06:45:27,347 INFO [train.py:927] (7/8) Epoch 1, batch 10350, libri_loss[loss=0.3918, simple_loss=0.4452, pruned_loss=0.1692, over 12427.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03301, over 46.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3391, pruned_loss=0.1172, over 2474672.15 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06747, over 19171.74 utterances.], libri_tot_loss[loss=0.4124, simple_loss=0.455, pruned_loss=0.3481, over 2452398.04 frames. utt_duration=1235 frames, utt_pad_proportion=0.06038, over 7955.70 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3307, pruned_loss=0.112, over 2475584.47 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06713, over 20645.48 utterances.], batch size: 46, lr: 1.98e-03
2022-08-20 06:47:10,028 INFO [train.py:927] (7/8) Epoch 1, batch 10400, giga_loss[loss=0.2567, simple_loss=0.3071, pruned_loss=0.1032, over 12366.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03147, over 97.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.335, pruned_loss=0.1158, over 2473881.25 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06399, over 19234.34 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.4563, pruned_loss=0.346, over 2452317.46 frames. utt_duration=1238 frames, utt_pad_proportion=0.05944, over 7935.75 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.325, pruned_loss=0.1093, over 2475079.73 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06429, over 20632.51 utterances.], batch size: 97, lr: 1.97e-03
2022-08-20 06:48:53,471 INFO [train.py:927] (7/8) Epoch 1, batch 10450, giga_loss[loss=0.2875, simple_loss=0.347, pruned_loss=0.114, over 12455.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03094, over 75.00 utterances.], tot_loss[loss=0.2876, simple_loss=0.3381, pruned_loss=0.1185, over 2474426.85 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06144, over 19128.88 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.4555, pruned_loss=0.3424, over 2452766.29 frames. utt_duration=1238 frames, utt_pad_proportion=0.0591, over 7937.38 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.328, pruned_loss=0.1114, over 2475482.63 frames. utt_duration=484.3 frames, utt_pad_proportion=0.062, over 20506.66 utterances.], batch size: 75, lr: 1.97e-03
2022-08-20 06:50:38,696 INFO [train.py:927] (7/8) Epoch 1, batch 10500, giga_loss[loss=0.4153, simple_loss=0.4513, pruned_loss=0.1896, over 12387.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05142, over 161.00 utterances.], tot_loss[loss=0.3061, simple_loss=0.3556, pruned_loss=0.1283, over 2474223.26 frames. utt_duration=524 frames, utt_pad_proportion=0.06109, over 18941.37 utterances.], libri_tot_loss[loss=0.4151, simple_loss=0.4574, pruned_loss=0.3408, over 2452933.71 frames. utt_duration=1241 frames, utt_pad_proportion=0.05872, over 7918.07 utterances.], giga_tot_loss[loss=0.2947, simple_loss=0.3449, pruned_loss=0.1223, over 2475087.04 frames. utt_duration=493 frames, utt_pad_proportion=0.0617, over 20142.83 utterances.], batch size: 161, lr: 1.97e-03
2022-08-20 06:52:22,317 INFO [train.py:927] (7/8) Epoch 1, batch 10550, giga_loss[loss=0.3348, simple_loss=0.3881, pruned_loss=0.1408, over 12394.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02578, over 91.00 utterances.], tot_loss[loss=0.3165, simple_loss=0.3648, pruned_loss=0.1342, over 2473695.84 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07139, over 20267.53 utterances.], libri_tot_loss[loss=0.4146, simple_loss=0.4566, pruned_loss=0.3376, over 2453093.37 frames. utt_duration=1244 frames, utt_pad_proportion=0.05795, over 7895.78 utterances.], giga_tot_loss[loss=0.3061, simple_loss=0.3553, pruned_loss=0.1284, over 2474631.10 frames. utt_duration=462.9 frames, utt_pad_proportion=0.0716, over 21451.56 utterances.], batch size: 91, lr: 1.96e-03
2022-08-20 06:54:04,114 INFO [train.py:927] (7/8) Epoch 1, batch 10600, libri_loss[loss=0.3496, simple_loss=0.3982, pruned_loss=0.1506, over 12445.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007235, over 32.00 utterances.], tot_loss[loss=0.3338, simple_loss=0.3781, pruned_loss=0.1448, over 2474242.63 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06862, over 19791.89 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.4615, pruned_loss=0.3384, over 2453680.34 frames. utt_duration=1250 frames, utt_pad_proportion=0.05646, over 7863.99 utterances.], giga_tot_loss[loss=0.3155, simple_loss=0.3638, pruned_loss=0.1337, over 2475096.25 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06956, over 21149.03 utterances.], batch size: 32, lr: 1.96e-03
2022-08-20 06:55:48,107 INFO [train.py:927] (7/8) Epoch 1, batch 10650, giga_loss[loss=0.3264, simple_loss=0.3809, pruned_loss=0.1359, over 12390.00 frames. utt_duration=973 frames, utt_pad_proportion=0.02892, over 51.00 utterances.], tot_loss[loss=0.3355, simple_loss=0.3796, pruned_loss=0.1457, over 2473160.99 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06931, over 19629.62 utterances.], libri_tot_loss[loss=0.4214, simple_loss=0.46, pruned_loss=0.3353, over 2453681.79 frames. utt_duration=1252 frames, utt_pad_proportion=0.05584, over 7847.13 utterances.], giga_tot_loss[loss=0.3214, simple_loss=0.3684, pruned_loss=0.1372, over 2474103.91 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07029, over 20882.07 utterances.], batch size: 51, lr: 1.96e-03
2022-08-20 06:57:32,717 INFO [train.py:927] (7/8) Epoch 1, batch 10700, giga_loss[loss=0.292, simple_loss=0.3524, pruned_loss=0.1158, over 12472.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.0292, over 55.00 utterances.], tot_loss[loss=0.3356, simple_loss=0.3811, pruned_loss=0.1451, over 2473247.91 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06627, over 19026.67 utterances.], libri_tot_loss[loss=0.4202, simple_loss=0.4589, pruned_loss=0.3325, over 2454064.39 frames. utt_duration=1254 frames, utt_pad_proportion=0.05522, over 7838.45 utterances.], giga_tot_loss[loss=0.3244, simple_loss=0.3722, pruned_loss=0.1383, over 2473911.61 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06748, over 20179.43 utterances.], batch size: 55, lr: 1.95e-03
2022-08-20 06:59:16,123 INFO [train.py:927] (7/8) Epoch 1, batch 10750, giga_loss[loss=0.3241, simple_loss=0.3759, pruned_loss=0.1362, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02708, over 48.00 utterances.], tot_loss[loss=0.3372, simple_loss=0.3832, pruned_loss=0.1456, over 2472635.96 frames. utt_duration=505.6 frames, utt_pad_proportion=0.07502, over 19619.71 utterances.], libri_tot_loss[loss=0.4198, simple_loss=0.4584, pruned_loss=0.3302, over 2454272.01 frames. utt_duration=1242 frames, utt_pad_proportion=0.05858, over 7911.10 utterances.], giga_tot_loss[loss=0.3276, simple_loss=0.3756, pruned_loss=0.1398, over 2473226.02 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07466, over 20619.87 utterances.], batch size: 48, lr: 1.95e-03
2022-08-20 07:00:57,539 INFO [train.py:927] (7/8) Epoch 1, batch 10800, giga_loss[loss=0.2935, simple_loss=0.374, pruned_loss=0.1066, over 12423.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04195, over 31.00 utterances.], tot_loss[loss=0.3373, simple_loss=0.3862, pruned_loss=0.1442, over 2472750.48 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06848, over 18028.68 utterances.], libri_tot_loss[loss=0.4184, simple_loss=0.458, pruned_loss=0.3235, over 2454637.35 frames. utt_duration=1251 frames, utt_pad_proportion=0.0569, over 7854.78 utterances.], giga_tot_loss[loss=0.3278, simple_loss=0.3777, pruned_loss=0.1389, over 2473539.57 frames. utt_duration=514.6 frames, utt_pad_proportion=0.0693, over 19282.51 utterances.], batch size: 31, lr: 1.94e-03
2022-08-20 07:02:41,018 INFO [train.py:927] (7/8) Epoch 1, batch 10850, giga_loss[loss=0.3437, simple_loss=0.3935, pruned_loss=0.147, over 12347.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03527, over 104.00 utterances.], tot_loss[loss=0.3356, simple_loss=0.3868, pruned_loss=0.1422, over 2472913.99 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06574, over 17160.68 utterances.], libri_tot_loss[loss=0.417, simple_loss=0.4575, pruned_loss=0.3171, over 2454917.39 frames. utt_duration=1259 frames, utt_pad_proportion=0.05544, over 7811.36 utterances.], giga_tot_loss[loss=0.3262, simple_loss=0.3779, pruned_loss=0.1372, over 2473908.84 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06731, over 18559.17 utterances.], batch size: 104, lr: 1.94e-03
2022-08-20 07:04:26,350 INFO [train.py:927] (7/8) Epoch 1, batch 10900, giga_loss[loss=0.3938, simple_loss=0.418, pruned_loss=0.1848, over 12436.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03568, over 98.00 utterances.], tot_loss[loss=0.3406, simple_loss=0.3885, pruned_loss=0.1463, over 2473126.93 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06529, over 17428.73 utterances.], libri_tot_loss[loss=0.4151, simple_loss=0.4558, pruned_loss=0.3134, over 2455543.11 frames. utt_duration=1262 frames, utt_pad_proportion=0.05464, over 7792.23 utterances.], giga_tot_loss[loss=0.3335, simple_loss=0.3817, pruned_loss=0.1427, over 2473679.69 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06693, over 18729.46 utterances.], batch size: 98, lr: 1.94e-03
2022-08-20 07:06:12,241 INFO [train.py:927] (7/8) Epoch 1, batch 10950, giga_loss[loss=0.3473, simple_loss=0.3849, pruned_loss=0.1548, over 12403.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05058, over 161.00 utterances.], tot_loss[loss=0.3421, simple_loss=0.3877, pruned_loss=0.1482, over 2473343.14 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06861, over 17863.08 utterances.], libri_tot_loss[loss=0.4134, simple_loss=0.4542, pruned_loss=0.3094, over 2455864.11 frames. utt_duration=1265 frames, utt_pad_proportion=0.05357, over 7776.60 utterances.], giga_tot_loss[loss=0.3363, simple_loss=0.3822, pruned_loss=0.1452, over 2473899.47 frames. utt_duration=518.8 frames, utt_pad_proportion=0.07019, over 19129.19 utterances.], batch size: 161, lr: 1.93e-03
2022-08-20 07:07:57,354 INFO [train.py:927] (7/8) Epoch 1, batch 11000, giga_loss[loss=0.3173, simple_loss=0.3739, pruned_loss=0.1304, over 12366.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04621, over 26.00 utterances.], tot_loss[loss=0.3415, simple_loss=0.3866, pruned_loss=0.1482, over 2473203.16 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06486, over 17491.03 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4539, pruned_loss=0.307, over 2456167.83 frames. utt_duration=1262 frames, utt_pad_proportion=0.05373, over 7794.79 utterances.], giga_tot_loss[loss=0.3348, simple_loss=0.381, pruned_loss=0.1443, over 2473784.03 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06646, over 18709.63 utterances.], batch size: 26, lr: 1.93e-03
2022-08-20 07:09:43,622 INFO [train.py:927] (7/8) Epoch 1, batch 11050, giga_loss[loss=0.3075, simple_loss=0.36, pruned_loss=0.1275, over 12236.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02738, over 45.00 utterances.], tot_loss[loss=0.338, simple_loss=0.3837, pruned_loss=0.1462, over 2473753.78 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06957, over 18355.94 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.4537, pruned_loss=0.3055, over 2456333.66 frames. utt_duration=1264 frames, utt_pad_proportion=0.05311, over 7779.93 utterances.], giga_tot_loss[loss=0.3315, simple_loss=0.3785, pruned_loss=0.1423, over 2474299.64 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0708, over 19466.21 utterances.], batch size: 45, lr: 1.93e-03
2022-08-20 07:11:26,643 INFO [train.py:927] (7/8) Epoch 1, batch 11100, libri_loss[loss=0.3904, simple_loss=0.461, pruned_loss=0.1599, over 12217.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009537, over 29.00 utterances.], tot_loss[loss=0.3295, simple_loss=0.3772, pruned_loss=0.1409, over 2474255.14 frames. utt_duration=537.9 frames, utt_pad_proportion=0.07395, over 18451.86 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.4528, pruned_loss=0.3014, over 2456818.14 frames. utt_duration=1267 frames, utt_pad_proportion=0.05199, over 7766.50 utterances.], giga_tot_loss[loss=0.3231, simple_loss=0.3719, pruned_loss=0.1372, over 2474747.33 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07541, over 19664.34 utterances.], batch size: 29, lr: 1.92e-03
2022-08-20 07:13:12,190 INFO [train.py:927] (7/8) Epoch 1, batch 11150, libri_loss[loss=0.5232, simple_loss=0.5107, pruned_loss=0.2679, over 12379.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.007725, over 38.00 utterances.], tot_loss[loss=0.3213, simple_loss=0.3705, pruned_loss=0.136, over 2474529.38 frames. utt_duration=508 frames, utt_pad_proportion=0.07565, over 19542.82 utterances.], libri_tot_loss[loss=0.4129, simple_loss=0.4528, pruned_loss=0.2984, over 2457111.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05215, over 7800.11 utterances.], giga_tot_loss[loss=0.3141, simple_loss=0.3643, pruned_loss=0.132, over 2475045.86 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07682, over 20741.27 utterances.], batch size: 38, lr: 1.92e-03
2022-08-20 07:14:55,811 INFO [train.py:927] (7/8) Epoch 1, batch 11200, giga_loss[loss=0.32, simple_loss=0.371, pruned_loss=0.1345, over 12405.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.0379, over 105.00 utterances.], tot_loss[loss=0.319, simple_loss=0.3686, pruned_loss=0.1347, over 2474074.55 frames. utt_duration=516.1 frames, utt_pad_proportion=0.07646, over 19230.61 utterances.], libri_tot_loss[loss=0.4118, simple_loss=0.4514, pruned_loss=0.2951, over 2457194.75 frames. utt_duration=1263 frames, utt_pad_proportion=0.05157, over 7790.37 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.363, pruned_loss=0.1308, over 2474807.87 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07777, over 20455.44 utterances.], batch size: 105, lr: 1.92e-03
2022-08-20 07:16:38,070 INFO [train.py:927] (7/8) Epoch 1, batch 11250, giga_loss[loss=0.2627, simple_loss=0.327, pruned_loss=0.09923, over 12362.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03151, over 97.00 utterances.], tot_loss[loss=0.3124, simple_loss=0.3628, pruned_loss=0.131, over 2473368.76 frames. utt_duration=538.4 frames, utt_pad_proportion=0.07037, over 18425.28 utterances.], libri_tot_loss[loss=0.4116, simple_loss=0.4512, pruned_loss=0.2946, over 2457128.78 frames. utt_duration=1265 frames, utt_pad_proportion=0.05141, over 7780.42 utterances.], giga_tot_loss[loss=0.3068, simple_loss=0.3582, pruned_loss=0.1277, over 2474087.85 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07184, over 19445.85 utterances.], batch size: 97, lr: 1.91e-03
2022-08-20 07:18:23,605 INFO [train.py:927] (7/8) Epoch 1, batch 11300, giga_loss[loss=0.3339, simple_loss=0.3644, pruned_loss=0.1517, over 12204.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0326, over 42.00 utterances.], tot_loss[loss=0.3096, simple_loss=0.3597, pruned_loss=0.1298, over 2473333.77 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06462, over 17215.84 utterances.], libri_tot_loss[loss=0.4128, simple_loss=0.4517, pruned_loss=0.2934, over 2457340.92 frames. utt_duration=1269 frames, utt_pad_proportion=0.05068, over 7753.02 utterances.], giga_tot_loss[loss=0.3021, simple_loss=0.3539, pruned_loss=0.1252, over 2474024.15 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06653, over 18237.43 utterances.], batch size: 42, lr: 1.91e-03
2022-08-20 07:20:06,049 INFO [train.py:927] (7/8) Epoch 1, batch 11350, giga_loss[loss=0.2789, simple_loss=0.3295, pruned_loss=0.1141, over 12388.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02981, over 58.00 utterances.], tot_loss[loss=0.3044, simple_loss=0.3546, pruned_loss=0.1271, over 2473084.63 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05971, over 16737.62 utterances.], libri_tot_loss[loss=0.4133, simple_loss=0.4514, pruned_loss=0.2924, over 2457559.11 frames. utt_duration=1272 frames, utt_pad_proportion=0.05012, over 7734.82 utterances.], giga_tot_loss[loss=0.2966, simple_loss=0.3489, pruned_loss=0.1221, over 2473631.84 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06178, over 17687.23 utterances.], batch size: 58, lr: 1.90e-03
2022-08-20 07:21:47,733 INFO [train.py:927] (7/8) Epoch 1, batch 11400, libri_loss[loss=0.3983, simple_loss=0.3979, pruned_loss=0.1994, over 12247.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005436, over 34.00 utterances.], tot_loss[loss=0.303, simple_loss=0.3511, pruned_loss=0.1275, over 2473135.21 frames. utt_duration=603.9 frames, utt_pad_proportion=0.06072, over 16422.49 utterances.], libri_tot_loss[loss=0.4159, simple_loss=0.4515, pruned_loss=0.2928, over 2457566.99 frames. utt_duration=1276 frames, utt_pad_proportion=0.04937, over 7715.28 utterances.], giga_tot_loss[loss=0.2923, simple_loss=0.3446, pruned_loss=0.12, over 2473875.22 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06276, over 17366.31 utterances.], batch size: 34, lr: 1.90e-03
2022-08-20 07:23:30,157 INFO [train.py:927] (7/8) Epoch 1, batch 11450, giga_loss[loss=0.2701, simple_loss=0.3201, pruned_loss=0.11, over 12471.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03427, over 43.00 utterances.], tot_loss[loss=0.2976, simple_loss=0.3465, pruned_loss=0.1243, over 2474344.60 frames. utt_duration=623 frames, utt_pad_proportion=0.05577, over 15924.95 utterances.], libri_tot_loss[loss=0.4143, simple_loss=0.4497, pruned_loss=0.289, over 2458446.35 frames. utt_duration=1278 frames, utt_pad_proportion=0.0486, over 7701.71 utterances.], giga_tot_loss[loss=0.2874, simple_loss=0.3403, pruned_loss=0.1173, over 2474579.96 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05813, over 16920.65 utterances.], batch size: 43, lr: 1.90e-03
2022-08-20 07:25:17,042 INFO [train.py:927] (7/8) Epoch 1, batch 11500, giga_loss[loss=0.3393, simple_loss=0.3894, pruned_loss=0.1447, over 12342.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.033, over 97.00 utterances.], tot_loss[loss=0.2978, simple_loss=0.3471, pruned_loss=0.1242, over 2474170.36 frames. utt_duration=615 frames, utt_pad_proportion=0.05494, over 16130.35 utterances.], libri_tot_loss[loss=0.4141, simple_loss=0.4495, pruned_loss=0.2885, over 2458564.11 frames. utt_duration=1279 frames, utt_pad_proportion=0.0484, over 7697.20 utterances.], giga_tot_loss[loss=0.2895, simple_loss=0.3419, pruned_loss=0.1185, over 2474320.74 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05691, over 16947.29 utterances.], batch size: 97, lr: 1.89e-03
2022-08-20 07:27:02,889 INFO [train.py:927] (7/8) Epoch 1, batch 11550, giga_loss[loss=0.3811, simple_loss=0.4143, pruned_loss=0.1739, over 12340.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.03083, over 66.00 utterances.], tot_loss[loss=0.3081, simple_loss=0.3566, pruned_loss=0.1299, over 2473859.49 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05508, over 16613.61 utterances.], libri_tot_loss[loss=0.4143, simple_loss=0.4509, pruned_loss=0.287, over 2458901.61 frames. utt_duration=1275 frames, utt_pad_proportion=0.04885, over 7720.25 utterances.], giga_tot_loss[loss=0.3003, simple_loss=0.3503, pruned_loss=0.1252, over 2473808.77 frames. utt_duration=573.1 frames, utt_pad_proportion=0.05642, over 17310.11 utterances.], batch size: 66, lr: 1.89e-03
2022-08-20 07:28:46,728 INFO [train.py:927] (7/8) Epoch 1, batch 11600, giga_loss[loss=0.4006, simple_loss=0.4091, pruned_loss=0.1961, over 12352.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2078, over 371.00 utterances.], tot_loss[loss=0.3211, simple_loss=0.3677, pruned_loss=0.1373, over 2474097.52 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06268, over 17490.22 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.4514, pruned_loss=0.284, over 2459189.17 frames. utt_duration=1278 frames, utt_pad_proportion=0.04806, over 7705.39 utterances.], giga_tot_loss[loss=0.311, simple_loss=0.3594, pruned_loss=0.1313, over 2474283.20 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06384, over 18369.98 utterances.], batch size: 371, lr: 1.89e-03
2022-08-20 07:30:31,022 INFO [train.py:927] (7/8) Epoch 1, batch 11650, giga_loss[loss=0.3369, simple_loss=0.3894, pruned_loss=0.1421, over 12384.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04177, over 31.00 utterances.], tot_loss[loss=0.3295, simple_loss=0.3753, pruned_loss=0.1419, over 2474105.16 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05932, over 17433.38 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4501, pruned_loss=0.2812, over 2459347.64 frames. utt_duration=1283 frames, utt_pad_proportion=0.0473, over 7679.06 utterances.], giga_tot_loss[loss=0.3205, simple_loss=0.3681, pruned_loss=0.1364, over 2474448.98 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06078, over 18378.28 utterances.], batch size: 31, lr: 1.88e-03
2022-08-20 07:32:14,154 INFO [train.py:927] (7/8) Epoch 1, batch 11700, libri_loss[loss=0.4062, simple_loss=0.4282, pruned_loss=0.1921, over 12459.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01205, over 40.00 utterances.], tot_loss[loss=0.3294, simple_loss=0.3756, pruned_loss=0.1416, over 2474437.87 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06325, over 18374.41 utterances.], libri_tot_loss[loss=0.4141, simple_loss=0.4499, pruned_loss=0.2801, over 2459724.90 frames. utt_duration=1267 frames, utt_pad_proportion=0.05162, over 7772.35 utterances.], giga_tot_loss[loss=0.3209, simple_loss=0.369, pruned_loss=0.1364, over 2474562.35 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06273, over 19175.44 utterances.], batch size: 40, lr: 1.88e-03
2022-08-20 07:33:58,271 INFO [train.py:927] (7/8) Epoch 1, batch 11750, giga_loss[loss=0.3314, simple_loss=0.3799, pruned_loss=0.1414, over 12430.00 frames. utt_duration=437.6 frames, utt_pad_proportion=0.04451, over 114.00 utterances.], tot_loss[loss=0.3254, simple_loss=0.3735, pruned_loss=0.1387, over 2474233.74 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06599, over 18261.56 utterances.], libri_tot_loss[loss=0.4137, simple_loss=0.4497, pruned_loss=0.2789, over 2459764.17 frames. utt_duration=1269 frames, utt_pad_proportion=0.05125, over 7761.63 utterances.], giga_tot_loss[loss=0.3184, simple_loss=0.368, pruned_loss=0.1344, over 2474430.00 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06563, over 18991.62 utterances.], batch size: 114, lr: 1.88e-03
2022-08-20 07:35:41,311 INFO [train.py:927] (7/8) Epoch 1, batch 11800, giga_loss[loss=0.3351, simple_loss=0.3943, pruned_loss=0.1379, over 12272.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.0272, over 54.00 utterances.], tot_loss[loss=0.3321, simple_loss=0.3793, pruned_loss=0.1424, over 2472906.36 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06934, over 18192.06 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.4508, pruned_loss=0.277, over 2459715.65 frames. utt_duration=1277 frames, utt_pad_proportion=0.05021, over 7715.30 utterances.], giga_tot_loss[loss=0.3232, simple_loss=0.3721, pruned_loss=0.1371, over 2473461.59 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06943, over 19088.32 utterances.], batch size: 54, lr: 1.87e-03
2022-08-20 07:37:26,391 INFO [train.py:927] (7/8) Epoch 1, batch 11850, giga_loss[loss=0.357, simple_loss=0.3972, pruned_loss=0.1584, over 12394.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03542, over 80.00 utterances.], tot_loss[loss=0.3464, simple_loss=0.3883, pruned_loss=0.1523, over 2473311.64 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06499, over 18223.08 utterances.], libri_tot_loss[loss=0.4237, simple_loss=0.4554, pruned_loss=0.2817, over 2459930.94 frames. utt_duration=1276 frames, utt_pad_proportion=0.04948, over 7719.94 utterances.], giga_tot_loss[loss=0.3306, simple_loss=0.3774, pruned_loss=0.1419, over 2473807.80 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06564, over 19113.94 utterances.], batch size: 80, lr: 1.87e-03
2022-08-20 07:39:11,592 INFO [train.py:927] (7/8) Epoch 1, batch 11900, giga_loss[loss=0.3811, simple_loss=0.4093, pruned_loss=0.1765, over 12374.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07451, over 212.00 utterances.], tot_loss[loss=0.3433, simple_loss=0.3863, pruned_loss=0.1502, over 2472441.76 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06032, over 17895.22 utterances.], libri_tot_loss[loss=0.4234, simple_loss=0.4549, pruned_loss=0.2804, over 2459475.24 frames. utt_duration=1278 frames, utt_pad_proportion=0.0489, over 7706.21 utterances.], giga_tot_loss[loss=0.3301, simple_loss=0.3773, pruned_loss=0.1415, over 2473406.40 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06131, over 18747.27 utterances.], batch size: 212, lr: 1.87e-03
2022-08-20 07:40:55,785 INFO [train.py:927] (7/8) Epoch 1, batch 11950, giga_loss[loss=0.2446, simple_loss=0.323, pruned_loss=0.08307, over 12406.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.03881, over 26.00 utterances.], tot_loss[loss=0.338, simple_loss=0.3838, pruned_loss=0.1461, over 2472531.30 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05897, over 17010.09 utterances.], libri_tot_loss[loss=0.4217, simple_loss=0.4534, pruned_loss=0.2778, over 2459477.99 frames. utt_duration=1280 frames, utt_pad_proportion=0.04819, over 7693.19 utterances.], giga_tot_loss[loss=0.3276, simple_loss=0.3767, pruned_loss=0.1392, over 2473528.81 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06021, over 17873.56 utterances.], batch size: 26, lr: 1.86e-03
2022-08-20 07:42:41,989 INFO [train.py:927] (7/8) Epoch 1, batch 12000, giga_loss[loss=0.3061, simple_loss=0.366, pruned_loss=0.1231, over 12460.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03336, over 86.00 utterances.], tot_loss[loss=0.3339, simple_loss=0.3823, pruned_loss=0.1428, over 2472457.05 frames. utt_duration=600 frames, utt_pad_proportion=0.06001, over 16523.17 utterances.], libri_tot_loss[loss=0.4218, simple_loss=0.4534, pruned_loss=0.2774, over 2459469.60 frames. utt_duration=1281 frames, utt_pad_proportion=0.048, over 7691.72 utterances.], giga_tot_loss[loss=0.3253, simple_loss=0.3765, pruned_loss=0.1371, over 2473302.03 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06107, over 17240.41 utterances.], batch size: 86, lr: 1.86e-03
2022-08-20 07:42:41,990 INFO [train.py:958] (7/8) Computing validation loss
2022-08-20 07:42:59,983 INFO [train.py:967] (7/8) 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 07:44:39,008 INFO [train.py:927] (7/8) Epoch 1, batch 12050, giga_loss[loss=0.2946, simple_loss=0.3581, pruned_loss=0.1156, over 12476.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.0417, over 31.00 utterances.], tot_loss[loss=0.3301, simple_loss=0.3796, pruned_loss=0.1403, over 2471957.52 frames. utt_duration=614.4 frames, utt_pad_proportion=0.06094, over 16133.54 utterances.], libri_tot_loss[loss=0.4213, simple_loss=0.453, pruned_loss=0.2755, over 2459685.00 frames. utt_duration=1267 frames, utt_pad_proportion=0.05196, over 7776.39 utterances.], giga_tot_loss[loss=0.3221, simple_loss=0.374, pruned_loss=0.1351, over 2472663.88 frames. utt_duration=591 frames, utt_pad_proportion=0.06031, over 16779.03 utterances.], batch size: 31, lr: 1.86e-03
2022-08-20 07:46:19,648 INFO [train.py:927] (7/8) Epoch 1, batch 12100, giga_loss[loss=0.3319, simple_loss=0.3874, pruned_loss=0.1382, over 12418.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03696, over 113.00 utterances.], tot_loss[loss=0.328, simple_loss=0.3785, pruned_loss=0.1387, over 2472108.61 frames. utt_duration=635 frames, utt_pad_proportion=0.05692, over 15610.14 utterances.], libri_tot_loss[loss=0.4209, simple_loss=0.4529, pruned_loss=0.2739, over 2459841.18 frames. utt_duration=1271 frames, utt_pad_proportion=0.05144, over 7752.86 utterances.], giga_tot_loss[loss=0.3208, simple_loss=0.3732, pruned_loss=0.1342, over 2472698.52 frames. utt_duration=610.1 frames, utt_pad_proportion=0.05682, over 16252.81 utterances.], batch size: 113, lr: 1.85e-03
2022-08-20 07:47:59,615 INFO [train.py:927] (7/8) Epoch 1, batch 12150, giga_loss[loss=0.3115, simple_loss=0.3634, pruned_loss=0.1298, over 12432.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.3306, simple_loss=0.3841, pruned_loss=0.1386, over 2471819.08 frames. utt_duration=626.1 frames, utt_pad_proportion=0.05944, over 15829.91 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.4579, pruned_loss=0.2725, over 2459739.80 frames. utt_duration=1273 frames, utt_pad_proportion=0.05088, over 7738.64 utterances.], giga_tot_loss[loss=0.3216, simple_loss=0.3742, pruned_loss=0.1345, over 2472555.73 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05953, over 16453.07 utterances.], batch size: 75, lr: 1.85e-03
2022-08-20 07:49:42,076 INFO [train.py:927] (7/8) Epoch 1, batch 12200, giga_loss[loss=0.3079, simple_loss=0.361, pruned_loss=0.1274, over 12427.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03644, over 113.00 utterances.], tot_loss[loss=0.3293, simple_loss=0.3832, pruned_loss=0.1377, over 2472690.69 frames. utt_duration=614.8 frames, utt_pad_proportion=0.06157, over 16128.02 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.4587, pruned_loss=0.2709, over 2459909.02 frames. utt_duration=1274 frames, utt_pad_proportion=0.05034, over 7734.57 utterances.], giga_tot_loss[loss=0.3209, simple_loss=0.3737, pruned_loss=0.1341, over 2473287.53 frames. utt_duration=592.8 frames, utt_pad_proportion=0.06186, over 16729.83 utterances.], batch size: 113, lr: 1.85e-03
2022-08-20 07:51:21,892 INFO [train.py:927] (7/8) Epoch 1, batch 12250, giga_loss[loss=0.2668, simple_loss=0.331, pruned_loss=0.1012, over 12446.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.04094, over 26.00 utterances.], tot_loss[loss=0.3275, simple_loss=0.3806, pruned_loss=0.1372, over 2471625.11 frames. utt_duration=645.7 frames, utt_pad_proportion=0.06094, over 15346.65 utterances.], libri_tot_loss[loss=0.4229, simple_loss=0.4579, pruned_loss=0.2688, over 2459854.87 frames. utt_duration=1279 frames, utt_pad_proportion=0.04923, over 7702.81 utterances.], giga_tot_loss[loss=0.3186, simple_loss=0.3717, pruned_loss=0.1327, over 2472496.24 frames. utt_duration=617 frames, utt_pad_proportion=0.06175, over 16069.16 utterances.], batch size: 26, lr: 1.84e-03
2022-08-20 07:53:09,341 INFO [train.py:927] (7/8) Epoch 1, batch 12300, giga_loss[loss=0.3303, simple_loss=0.39, pruned_loss=0.1352, over 12374.00 frames. utt_duration=403.9 frames, utt_pad_proportion=0.04298, over 123.00 utterances.], tot_loss[loss=0.3314, simple_loss=0.3794, pruned_loss=0.1417, over 2471827.82 frames. utt_duration=628.1 frames, utt_pad_proportion=0.06198, over 15778.87 utterances.], libri_tot_loss[loss=0.4272, simple_loss=0.4582, pruned_loss=0.2718, over 2460094.89 frames. utt_duration=1281 frames, utt_pad_proportion=0.04867, over 7691.32 utterances.], giga_tot_loss[loss=0.319, simple_loss=0.371, pruned_loss=0.1335, over 2472447.62 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06284, over 16457.52 utterances.], batch size: 123, lr: 1.84e-03
2022-08-20 07:54:49,106 INFO [train.py:927] (7/8) Epoch 1, batch 12350, giga_loss[loss=0.2694, simple_loss=0.3369, pruned_loss=0.1009, over 12397.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.03375, over 26.00 utterances.], tot_loss[loss=0.3329, simple_loss=0.3804, pruned_loss=0.1427, over 2471153.98 frames. utt_duration=638 frames, utt_pad_proportion=0.05793, over 15529.54 utterances.], libri_tot_loss[loss=0.4277, simple_loss=0.4592, pruned_loss=0.2689, over 2460290.10 frames. utt_duration=1287 frames, utt_pad_proportion=0.0472, over 7656.34 utterances.], giga_tot_loss[loss=0.3192, simple_loss=0.3701, pruned_loss=0.1341, over 2471881.88 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05963, over 16405.58 utterances.], batch size: 26, lr: 1.84e-03
2022-08-20 07:56:29,907 INFO [train.py:927] (7/8) Epoch 1, batch 12400, giga_loss[loss=0.2771, simple_loss=0.3412, pruned_loss=0.1065, over 12334.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03297, over 51.00 utterances.], tot_loss[loss=0.3248, simple_loss=0.3737, pruned_loss=0.138, over 2471752.16 frames. utt_duration=641.4 frames, utt_pad_proportion=0.05408, over 15451.64 utterances.], libri_tot_loss[loss=0.4265, simple_loss=0.4583, pruned_loss=0.2675, over 2460332.77 frames. utt_duration=1288 frames, utt_pad_proportion=0.04688, over 7648.82 utterances.], giga_tot_loss[loss=0.3143, simple_loss=0.3657, pruned_loss=0.1314, over 2472375.18 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05576, over 16210.98 utterances.], batch size: 51, lr: 1.83e-03
2022-08-20 07:58:11,416 INFO [train.py:927] (7/8) Epoch 1, batch 12450, giga_loss[loss=0.3339, simple_loss=0.3835, pruned_loss=0.1422, over 12388.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03953, over 113.00 utterances.], tot_loss[loss=0.3217, simple_loss=0.3703, pruned_loss=0.1366, over 2471294.63 frames. utt_duration=612.3 frames, utt_pad_proportion=0.05875, over 16184.81 utterances.], libri_tot_loss[loss=0.4256, simple_loss=0.4573, pruned_loss=0.266, over 2460260.95 frames. utt_duration=1289 frames, utt_pad_proportion=0.04681, over 7644.23 utterances.], giga_tot_loss[loss=0.3127, simple_loss=0.3636, pruned_loss=0.1309, over 2472003.55 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05994, over 16905.66 utterances.], batch size: 113, lr: 1.83e-03
2022-08-20 07:59:55,222 INFO [train.py:927] (7/8) Epoch 1, batch 12500, giga_loss[loss=0.2799, simple_loss=0.3365, pruned_loss=0.1116, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02664, over 45.00 utterances.], tot_loss[loss=0.3201, simple_loss=0.3699, pruned_loss=0.1352, over 2472750.97 frames. utt_duration=604.1 frames, utt_pad_proportion=0.05834, over 16413.49 utterances.], libri_tot_loss[loss=0.4251, simple_loss=0.4569, pruned_loss=0.2646, over 2460660.04 frames. utt_duration=1285 frames, utt_pad_proportion=0.04723, over 7666.57 utterances.], giga_tot_loss[loss=0.3121, simple_loss=0.3637, pruned_loss=0.1302, over 2473113.18 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05917, over 17073.70 utterances.], batch size: 45, lr: 1.83e-03
2022-08-20 08:01:35,566 INFO [train.py:927] (7/8) Epoch 1, batch 12550, giga_loss[loss=0.3026, simple_loss=0.3702, pruned_loss=0.1175, over 12328.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02803, over 74.00 utterances.], tot_loss[loss=0.3206, simple_loss=0.3717, pruned_loss=0.1348, over 2472983.24 frames. utt_duration=591.7 frames, utt_pad_proportion=0.05718, over 16760.10 utterances.], libri_tot_loss[loss=0.4256, simple_loss=0.4583, pruned_loss=0.2642, over 2460767.74 frames. utt_duration=1287 frames, utt_pad_proportion=0.04707, over 7658.23 utterances.], giga_tot_loss[loss=0.3133, simple_loss=0.3652, pruned_loss=0.1307, over 2473222.63 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05793, over 17324.86 utterances.], batch size: 74, lr: 1.83e-03
2022-08-20 08:03:13,567 INFO [train.py:927] (7/8) Epoch 1, batch 12600, giga_loss[loss=0.2443, simple_loss=0.3209, pruned_loss=0.08384, over 12332.00 frames. utt_duration=1763 frames, utt_pad_proportion=0.02806, over 28.00 utterances.], tot_loss[loss=0.3204, simple_loss=0.3724, pruned_loss=0.1342, over 2473096.81 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05869, over 17299.90 utterances.], libri_tot_loss[loss=0.428, simple_loss=0.4604, pruned_loss=0.2644, over 2460921.27 frames. utt_duration=1287 frames, utt_pad_proportion=0.04658, over 7659.33 utterances.], giga_tot_loss[loss=0.3113, simple_loss=0.3643, pruned_loss=0.1291, over 2473310.09 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05948, over 17866.10 utterances.], batch size: 28, lr: 1.82e-03
2022-08-20 08:04:52,037 INFO [train.py:927] (7/8) Epoch 1, batch 12650, libri_loss[loss=0.4528, simple_loss=0.4613, pruned_loss=0.2221, over 12279.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007428, over 37.00 utterances.], tot_loss[loss=0.3288, simple_loss=0.3786, pruned_loss=0.1395, over 2473590.61 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05686, over 17356.53 utterances.], libri_tot_loss[loss=0.4352, simple_loss=0.4657, pruned_loss=0.267, over 2461297.95 frames. utt_duration=1290 frames, utt_pad_proportion=0.04555, over 7641.82 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3654, pruned_loss=0.1299, over 2473778.21 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05808, over 18098.26 utterances.], batch size: 37, lr: 1.82e-03
2022-08-20 08:06:31,202 INFO [train.py:927] (7/8) Epoch 1, batch 12700, giga_loss[loss=0.341, simple_loss=0.3736, pruned_loss=0.1542, over 12382.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.03987, over 31.00 utterances.], tot_loss[loss=0.3272, simple_loss=0.3767, pruned_loss=0.1389, over 2473868.03 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06227, over 17237.08 utterances.], libri_tot_loss[loss=0.4316, simple_loss=0.4624, pruned_loss=0.2628, over 2461993.15 frames. utt_duration=1296 frames, utt_pad_proportion=0.0445, over 7606.81 utterances.], giga_tot_loss[loss=0.314, simple_loss=0.3663, pruned_loss=0.1309, over 2473757.68 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06355, over 18167.96 utterances.], batch size: 31, lr: 1.82e-03
2022-08-20 08:08:11,237 INFO [train.py:927] (7/8) Epoch 1, batch 12750, giga_loss[loss=0.2997, simple_loss=0.3642, pruned_loss=0.1176, over 12351.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02973, over 70.00 utterances.], tot_loss[loss=0.3266, simple_loss=0.3766, pruned_loss=0.1383, over 2472908.57 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05753, over 16423.24 utterances.], libri_tot_loss[loss=0.428, simple_loss=0.4593, pruned_loss=0.2583, over 2460980.07 frames. utt_duration=1303 frames, utt_pad_proportion=0.04321, over 7564.29 utterances.], giga_tot_loss[loss=0.3155, simple_loss=0.368, pruned_loss=0.1315, over 2474126.17 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05957, over 17536.09 utterances.], batch size: 70, lr: 1.81e-03
2022-08-20 08:09:49,571 INFO [train.py:927] (7/8) Epoch 1, batch 12800, giga_loss[loss=0.311, simple_loss=0.3666, pruned_loss=0.1277, over 12396.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03666, over 113.00 utterances.], tot_loss[loss=0.3269, simple_loss=0.3769, pruned_loss=0.1385, over 2473500.40 frames. utt_duration=606.4 frames, utt_pad_proportion=0.05736, over 16355.44 utterances.], libri_tot_loss[loss=0.4262, simple_loss=0.4577, pruned_loss=0.255, over 2461415.69 frames. utt_duration=1308 frames, utt_pad_proportion=0.04207, over 7538.14 utterances.], giga_tot_loss[loss=0.3159, simple_loss=0.3684, pruned_loss=0.1317, over 2474532.90 frames. utt_duration=564 frames, utt_pad_proportion=0.05969, over 17595.86 utterances.], batch size: 113, lr: 1.81e-03
2022-08-20 08:11:28,467 INFO [train.py:927] (7/8) Epoch 1, batch 12850, libri_loss[loss=0.3446, simple_loss=0.3749, pruned_loss=0.1572, over 12217.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009719, over 29.00 utterances.], tot_loss[loss=0.3233, simple_loss=0.3739, pruned_loss=0.1364, over 2472942.87 frames. utt_duration=641.6 frames, utt_pad_proportion=0.05421, over 15453.11 utterances.], libri_tot_loss[loss=0.423, simple_loss=0.4548, pruned_loss=0.2512, over 2461211.11 frames. utt_duration=1314 frames, utt_pad_proportion=0.04102, over 7501.72 utterances.], giga_tot_loss[loss=0.3142, simple_loss=0.3671, pruned_loss=0.1307, over 2474337.68 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05699, over 16747.25 utterances.], batch size: 29, lr: 1.81e-03
2022-08-20 08:13:12,882 INFO [train.py:927] (7/8) Epoch 1, batch 12900, giga_loss[loss=0.2693, simple_loss=0.317, pruned_loss=0.1108, over 12435.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03723, over 37.00 utterances.], tot_loss[loss=0.3181, simple_loss=0.3697, pruned_loss=0.1332, over 2473072.62 frames. utt_duration=654.7 frames, utt_pad_proportion=0.0504, over 15144.29 utterances.], libri_tot_loss[loss=0.4224, simple_loss=0.4542, pruned_loss=0.2499, over 2461452.36 frames. utt_duration=1311 frames, utt_pad_proportion=0.04082, over 7516.57 utterances.], giga_tot_loss[loss=0.3095, simple_loss=0.3634, pruned_loss=0.1278, over 2474168.12 frames. utt_duration=608.5 frames, utt_pad_proportion=0.05311, over 16304.12 utterances.], batch size: 37, lr: 1.80e-03
2022-08-20 08:14:52,033 INFO [train.py:927] (7/8) Epoch 1, batch 12950, giga_loss[loss=0.2797, simple_loss=0.3501, pruned_loss=0.1046, over 12348.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02997, over 66.00 utterances.], tot_loss[loss=0.3147, simple_loss=0.3673, pruned_loss=0.131, over 2473650.38 frames. utt_duration=614.1 frames, utt_pad_proportion=0.05444, over 16152.30 utterances.], libri_tot_loss[loss=0.4212, simple_loss=0.4531, pruned_loss=0.2484, over 2461805.38 frames. utt_duration=1313 frames, utt_pad_proportion=0.04054, over 7509.94 utterances.], giga_tot_loss[loss=0.3075, simple_loss=0.3621, pruned_loss=0.1265, over 2474364.64 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05642, over 17179.58 utterances.], batch size: 66, lr: 1.80e-03
2022-08-20 08:16:29,938 INFO [train.py:927] (7/8) Epoch 1, batch 13000, giga_loss[loss=0.3433, simple_loss=0.3889, pruned_loss=0.1489, over 12403.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03981, over 133.00 utterances.], tot_loss[loss=0.3176, simple_loss=0.37, pruned_loss=0.1326, over 2473916.69 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05676, over 17061.77 utterances.], libri_tot_loss[loss=0.4206, simple_loss=0.4519, pruned_loss=0.2464, over 2462187.54 frames. utt_duration=1308 frames, utt_pad_proportion=0.04063, over 7536.24 utterances.], giga_tot_loss[loss=0.3091, simple_loss=0.3643, pruned_loss=0.127, over 2474523.39 frames. utt_duration=546.9 frames, utt_pad_proportion=0.05836, over 18147.34 utterances.], batch size: 133, lr: 1.80e-03
2022-08-20 08:18:09,710 INFO [train.py:927] (7/8) Epoch 1, batch 13050, giga_loss[loss=0.3596, simple_loss=0.3983, pruned_loss=0.1605, over 12405.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05768, over 182.00 utterances.], tot_loss[loss=0.3182, simple_loss=0.3701, pruned_loss=0.1332, over 2474288.43 frames. utt_duration=588.4 frames, utt_pad_proportion=0.05411, over 16863.18 utterances.], libri_tot_loss[loss=0.4199, simple_loss=0.4518, pruned_loss=0.2445, over 2462238.61 frames. utt_duration=1306 frames, utt_pad_proportion=0.04033, over 7547.50 utterances.], giga_tot_loss[loss=0.3098, simple_loss=0.3637, pruned_loss=0.1279, over 2474984.00 frames. utt_duration=553.6 frames, utt_pad_proportion=0.05582, over 17930.05 utterances.], batch size: 182, lr: 1.79e-03
2022-08-20 08:19:48,704 INFO [train.py:927] (7/8) Epoch 1, batch 13100, giga_loss[loss=0.3228, simple_loss=0.368, pruned_loss=0.1388, over 12395.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04417, over 146.00 utterances.], tot_loss[loss=0.3196, simple_loss=0.3692, pruned_loss=0.135, over 2474460.38 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05509, over 16815.40 utterances.], libri_tot_loss[loss=0.418, simple_loss=0.4499, pruned_loss=0.2416, over 2462380.21 frames. utt_duration=1305 frames, utt_pad_proportion=0.04033, over 7557.07 utterances.], giga_tot_loss[loss=0.3109, simple_loss=0.3629, pruned_loss=0.1295, over 2475335.42 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05657, over 18000.68 utterances.], batch size: 146, lr: 1.79e-03
2022-08-20 08:21:28,204 INFO [train.py:927] (7/8) Epoch 1, batch 13150, giga_loss[loss=0.2486, simple_loss=0.3081, pruned_loss=0.09457, over 12298.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02906, over 45.00 utterances.], tot_loss[loss=0.3187, simple_loss=0.3674, pruned_loss=0.135, over 2474595.97 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05578, over 16870.00 utterances.], libri_tot_loss[loss=0.4189, simple_loss=0.45, pruned_loss=0.241, over 2462688.54 frames. utt_duration=1301 frames, utt_pad_proportion=0.04022, over 7579.48 utterances.], giga_tot_loss[loss=0.3083, simple_loss=0.36, pruned_loss=0.1283, over 2475348.52 frames. utt_duration=550.4 frames, utt_pad_proportion=0.0571, over 18040.14 utterances.], batch size: 45, lr: 1.79e-03
2022-08-20 08:23:05,834 INFO [train.py:927] (7/8) Epoch 1, batch 13200, giga_loss[loss=0.3483, simple_loss=0.3905, pruned_loss=0.153, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.3126, simple_loss=0.3621, pruned_loss=0.1316, over 2475082.39 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05532, over 17141.77 utterances.], libri_tot_loss[loss=0.4192, simple_loss=0.45, pruned_loss=0.241, over 2462675.10 frames. utt_duration=1303 frames, utt_pad_proportion=0.0401, over 7569.58 utterances.], giga_tot_loss[loss=0.3039, simple_loss=0.3559, pruned_loss=0.1259, over 2475733.10 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05644, over 18106.77 utterances.], batch size: 162, lr: 1.79e-03
2022-08-20 08:24:41,526 INFO [train.py:927] (7/8) Epoch 1, batch 13250, giga_loss[loss=0.2799, simple_loss=0.3412, pruned_loss=0.1093, over 12369.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.0312, over 51.00 utterances.], tot_loss[loss=0.3147, simple_loss=0.3635, pruned_loss=0.133, over 2474971.12 frames. utt_duration=571.1 frames, utt_pad_proportion=0.05961, over 17379.08 utterances.], libri_tot_loss[loss=0.4213, simple_loss=0.4517, pruned_loss=0.2406, over 2462917.69 frames. utt_duration=1295 frames, utt_pad_proportion=0.0434, over 7614.73 utterances.], giga_tot_loss[loss=0.3017, simple_loss=0.3538, pruned_loss=0.1248, over 2475734.31 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05934, over 18480.93 utterances.], batch size: 51, lr: 1.78e-03
2022-08-20 08:26:19,636 INFO [train.py:927] (7/8) Epoch 1, batch 13300, giga_loss[loss=0.2611, simple_loss=0.3299, pruned_loss=0.09621, over 12334.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02597, over 45.00 utterances.], tot_loss[loss=0.314, simple_loss=0.3636, pruned_loss=0.1322, over 2474314.25 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05617, over 16781.86 utterances.], libri_tot_loss[loss=0.4183, simple_loss=0.4491, pruned_loss=0.2371, over 2462804.63 frames. utt_duration=1305 frames, utt_pad_proportion=0.04233, over 7556.98 utterances.], giga_tot_loss[loss=0.3024, simple_loss=0.355, pruned_loss=0.125, over 2475447.78 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05674, over 18063.75 utterances.], batch size: 45, lr: 1.78e-03
2022-08-20 08:27:57,746 INFO [train.py:927] (7/8) Epoch 1, batch 13350, giga_loss[loss=0.3057, simple_loss=0.3614, pruned_loss=0.125, over 12305.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03563, over 51.00 utterances.], tot_loss[loss=0.3164, simple_loss=0.3662, pruned_loss=0.1333, over 2474180.92 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05901, over 17628.51 utterances.], libri_tot_loss[loss=0.4172, simple_loss=0.4479, pruned_loss=0.2357, over 2462884.70 frames. utt_duration=1307 frames, utt_pad_proportion=0.04172, over 7543.96 utterances.], giga_tot_loss[loss=0.3064, simple_loss=0.359, pruned_loss=0.1269, over 2475222.01 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05958, over 18824.52 utterances.], batch size: 51, lr: 1.78e-03
2022-08-20 08:29:36,722 INFO [train.py:927] (7/8) Epoch 1, batch 13400, giga_loss[loss=0.2599, simple_loss=0.3393, pruned_loss=0.09027, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03118, over 58.00 utterances.], tot_loss[loss=0.3174, simple_loss=0.3675, pruned_loss=0.1337, over 2473992.70 frames. utt_duration=567.8 frames, utt_pad_proportion=0.0584, over 17474.10 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4455, pruned_loss=0.2328, over 2462647.93 frames. utt_duration=1307 frames, utt_pad_proportion=0.04114, over 7547.01 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.3613, pruned_loss=0.128, over 2475410.37 frames. utt_duration=529.6 frames, utt_pad_proportion=0.05935, over 18751.22 utterances.], batch size: 58, lr: 1.77e-03
2022-08-20 08:31:21,719 INFO [train.py:927] (7/8) Epoch 1, batch 13450, giga_loss[loss=0.3179, simple_loss=0.3703, pruned_loss=0.1327, over 12293.00 frames. utt_duration=965.6 frames, utt_pad_proportion=0.03822, over 51.00 utterances.], tot_loss[loss=0.3278, simple_loss=0.3746, pruned_loss=0.1405, over 2474383.36 frames. utt_duration=563.1 frames, utt_pad_proportion=0.05953, over 17623.98 utterances.], libri_tot_loss[loss=0.4147, simple_loss=0.4447, pruned_loss=0.2323, over 2462948.77 frames. utt_duration=1309 frames, utt_pad_proportion=0.04036, over 7535.51 utterances.], giga_tot_loss[loss=0.3184, simple_loss=0.3686, pruned_loss=0.1341, over 2475484.76 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06066, over 18875.68 utterances.], batch size: 51, lr: 1.77e-03
2022-08-20 08:33:03,723 INFO [train.py:927] (7/8) Epoch 1, batch 13500, libri_loss[loss=0.771, simple_loss=0.5016, pruned_loss=0.5202, over 12461.00 frames. utt_duration=768.3 frames, utt_pad_proportion=0.128, over 65.00 utterances.], tot_loss[loss=0.3407, simple_loss=0.3831, pruned_loss=0.1491, over 2474713.19 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06143, over 18444.46 utterances.], libri_tot_loss[loss=0.4165, simple_loss=0.445, pruned_loss=0.2338, over 2463095.03 frames. utt_duration=1304 frames, utt_pad_proportion=0.04112, over 7562.83 utterances.], giga_tot_loss[loss=0.3312, simple_loss=0.3778, pruned_loss=0.1422, over 2475486.87 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06197, over 19450.93 utterances.], batch size: 65, lr: 1.77e-03
2022-08-20 08:34:45,891 INFO [train.py:927] (7/8) Epoch 1, batch 13550, giga_loss[loss=0.4799, simple_loss=0.4703, pruned_loss=0.2448, over 12401.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03308, over 122.00 utterances.], tot_loss[loss=0.3572, simple_loss=0.3944, pruned_loss=0.1601, over 2474042.61 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06181, over 18554.44 utterances.], libri_tot_loss[loss=0.4177, simple_loss=0.4449, pruned_loss=0.2344, over 2463122.11 frames. utt_duration=1306 frames, utt_pad_proportion=0.04086, over 7555.50 utterances.], giga_tot_loss[loss=0.3479, simple_loss=0.3896, pruned_loss=0.1531, over 2474782.35 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06238, over 19495.89 utterances.], batch size: 122, lr: 1.77e-03
2022-08-20 08:36:33,028 INFO [train.py:927] (7/8) Epoch 1, batch 13600, giga_loss[loss=0.3669, simple_loss=0.4072, pruned_loss=0.1633, over 12464.00 frames. utt_duration=908 frames, utt_pad_proportion=0.0299, over 55.00 utterances.], tot_loss[loss=0.3641, simple_loss=0.3992, pruned_loss=0.1645, over 2473869.83 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06605, over 18995.36 utterances.], libri_tot_loss[loss=0.4171, simple_loss=0.4446, pruned_loss=0.2334, over 2463273.91 frames. utt_duration=1307 frames, utt_pad_proportion=0.04037, over 7547.23 utterances.], giga_tot_loss[loss=0.3564, simple_loss=0.3949, pruned_loss=0.159, over 2474469.47 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06655, over 19880.44 utterances.], batch size: 55, lr: 1.76e-03
2022-08-20 08:38:19,964 INFO [train.py:927] (7/8) Epoch 1, batch 13650, giga_loss[loss=0.3812, simple_loss=0.4224, pruned_loss=0.17, over 12428.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.0329, over 75.00 utterances.], tot_loss[loss=0.3775, simple_loss=0.409, pruned_loss=0.173, over 2473670.01 frames. utt_duration=485 frames, utt_pad_proportion=0.07548, over 20464.14 utterances.], libri_tot_loss[loss=0.4173, simple_loss=0.4457, pruned_loss=0.2315, over 2463083.44 frames. utt_duration=1309 frames, utt_pad_proportion=0.0395, over 7535.52 utterances.], giga_tot_loss[loss=0.3694, simple_loss=0.4031, pruned_loss=0.1678, over 2474732.39 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07615, over 21652.24 utterances.], batch size: 75, lr: 1.76e-03
2022-08-20 08:40:09,972 INFO [train.py:927] (7/8) Epoch 1, batch 13700, giga_loss[loss=0.4098, simple_loss=0.4248, pruned_loss=0.1974, over 12221.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03131, over 45.00 utterances.], tot_loss[loss=0.3828, simple_loss=0.4126, pruned_loss=0.1765, over 2473378.18 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07584, over 20481.19 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.4451, pruned_loss=0.23, over 2462856.86 frames. utt_duration=1300 frames, utt_pad_proportion=0.04291, over 7588.00 utterances.], giga_tot_loss[loss=0.3757, simple_loss=0.4074, pruned_loss=0.172, over 2474780.24 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07578, over 21811.33 utterances.], batch size: 45, lr: 1.76e-03
2022-08-20 08:41:55,187 INFO [train.py:927] (7/8) Epoch 1, batch 13750, giga_loss[loss=0.4231, simple_loss=0.4376, pruned_loss=0.2043, over 12392.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07789, over 213.00 utterances.], tot_loss[loss=0.3852, simple_loss=0.413, pruned_loss=0.1787, over 2472771.18 frames. utt_duration=456.3 frames, utt_pad_proportion=0.088, over 21746.06 utterances.], libri_tot_loss[loss=0.4171, simple_loss=0.4448, pruned_loss=0.2298, over 2462861.29 frames. utt_duration=1290 frames, utt_pad_proportion=0.04415, over 7643.90 utterances.], giga_tot_loss[loss=0.3787, simple_loss=0.4087, pruned_loss=0.1744, over 2474086.00 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08735, over 23014.39 utterances.], batch size: 213, lr: 1.75e-03
2022-08-20 08:43:38,822 INFO [train.py:927] (7/8) Epoch 1, batch 13800, libri_loss[loss=0.3319, simple_loss=0.3581, pruned_loss=0.1529, over 12193.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.006027, over 30.00 utterances.], tot_loss[loss=0.3837, simple_loss=0.4125, pruned_loss=0.1775, over 2472147.49 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08668, over 21751.34 utterances.], libri_tot_loss[loss=0.4146, simple_loss=0.4423, pruned_loss=0.2273, over 2462731.60 frames. utt_duration=1299 frames, utt_pad_proportion=0.04321, over 7594.99 utterances.], giga_tot_loss[loss=0.3798, simple_loss=0.4104, pruned_loss=0.1746, over 2473657.98 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08686, over 23279.38 utterances.], batch size: 30, lr: 1.75e-03
2022-08-20 08:45:24,006 INFO [train.py:927] (7/8) Epoch 1, batch 13850, giga_loss[loss=0.3141, simple_loss=0.38, pruned_loss=0.1241, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03089, over 42.00 utterances.], tot_loss[loss=0.3792, simple_loss=0.4096, pruned_loss=0.1744, over 2472903.80 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08958, over 22573.07 utterances.], libri_tot_loss[loss=0.4137, simple_loss=0.4413, pruned_loss=0.2261, over 2462982.59 frames. utt_duration=1299 frames, utt_pad_proportion=0.04262, over 7595.04 utterances.], giga_tot_loss[loss=0.3762, simple_loss=0.4081, pruned_loss=0.1722, over 2474118.96 frames. utt_duration=411.9 frames, utt_pad_proportion=0.08999, over 24110.25 utterances.], batch size: 42, lr: 1.75e-03
2022-08-20 08:47:11,078 INFO [train.py:927] (7/8) Epoch 1, batch 13900, giga_loss[loss=0.4279, simple_loss=0.4439, pruned_loss=0.206, over 12441.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04138, over 146.00 utterances.], tot_loss[loss=0.3757, simple_loss=0.4084, pruned_loss=0.1715, over 2473172.32 frames. utt_duration=452.4 frames, utt_pad_proportion=0.08161, over 21936.88 utterances.], libri_tot_loss[loss=0.4129, simple_loss=0.4403, pruned_loss=0.2245, over 2463004.89 frames. utt_duration=1301 frames, utt_pad_proportion=0.04209, over 7582.07 utterances.], giga_tot_loss[loss=0.3727, simple_loss=0.4071, pruned_loss=0.1691, over 2474524.01 frames. utt_duration=418.4 frames, utt_pad_proportion=0.08308, over 23740.64 utterances.], batch size: 146, lr: 1.75e-03
2022-08-20 08:48:57,770 INFO [train.py:927] (7/8) Epoch 1, batch 13950, giga_loss[loss=0.349, simple_loss=0.3888, pruned_loss=0.1546, over 12241.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03217, over 45.00 utterances.], tot_loss[loss=0.3717, simple_loss=0.4055, pruned_loss=0.169, over 2472916.25 frames. utt_duration=456.8 frames, utt_pad_proportion=0.08067, over 21724.15 utterances.], libri_tot_loss[loss=0.4121, simple_loss=0.4392, pruned_loss=0.2233, over 2462883.75 frames. utt_duration=1292 frames, utt_pad_proportion=0.04555, over 7632.42 utterances.], giga_tot_loss[loss=0.3691, simple_loss=0.4045, pruned_loss=0.1668, over 2474363.46 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08139, over 23507.80 utterances.], batch size: 45, lr: 1.74e-03
2022-08-20 08:50:40,808 INFO [train.py:927] (7/8) Epoch 1, batch 14000, giga_loss[loss=0.3402, simple_loss=0.3903, pruned_loss=0.1451, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03642, over 40.00 utterances.], tot_loss[loss=0.3692, simple_loss=0.4037, pruned_loss=0.1674, over 2473276.23 frames. utt_duration=477 frames, utt_pad_proportion=0.07432, over 20806.19 utterances.], libri_tot_loss[loss=0.4123, simple_loss=0.4386, pruned_loss=0.2228, over 2462895.99 frames. utt_duration=1291 frames, utt_pad_proportion=0.04539, over 7638.75 utterances.], giga_tot_loss[loss=0.3657, simple_loss=0.4025, pruned_loss=0.1645, over 2474678.44 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07568, over 22597.41 utterances.], batch size: 40, lr: 1.74e-03
2022-08-20 08:52:43,183 INFO [train.py:927] (7/8) Epoch 1, batch 14050, giga_loss[loss=0.3398, simple_loss=0.4044, pruned_loss=0.1376, over 12363.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03286, over 62.00 utterances.], tot_loss[loss=0.3658, simple_loss=0.4026, pruned_loss=0.1645, over 2473359.98 frames. utt_duration=487.3 frames, utt_pad_proportion=0.071, over 20364.49 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4399, pruned_loss=0.2235, over 2462867.25 frames. utt_duration=1292 frames, utt_pad_proportion=0.04504, over 7631.37 utterances.], giga_tot_loss[loss=0.3612, simple_loss=0.4001, pruned_loss=0.1612, over 2474597.96 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07252, over 21897.64 utterances.], batch size: 62, lr: 1.74e-03
2022-08-20 08:54:28,726 INFO [train.py:927] (7/8) Epoch 1, batch 14100, giga_loss[loss=0.3415, simple_loss=0.3919, pruned_loss=0.1456, over 12428.00 frames. utt_duration=514 frames, utt_pad_proportion=0.02648, over 97.00 utterances.], tot_loss[loss=0.3663, simple_loss=0.4049, pruned_loss=0.1639, over 2474116.22 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06646, over 19866.22 utterances.], libri_tot_loss[loss=0.4153, simple_loss=0.4406, pruned_loss=0.2238, over 2463153.88 frames. utt_duration=1290 frames, utt_pad_proportion=0.04499, over 7646.42 utterances.], giga_tot_loss[loss=0.3605, simple_loss=0.4016, pruned_loss=0.1597, over 2475091.52 frames. utt_duration=465 frames, utt_pad_proportion=0.0682, over 21357.59 utterances.], batch size: 97, lr: 1.73e-03
2022-08-20 08:56:13,068 INFO [train.py:927] (7/8) Epoch 1, batch 14150, giga_loss[loss=0.3542, simple_loss=0.397, pruned_loss=0.1557, over 12389.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02999, over 97.00 utterances.], tot_loss[loss=0.3667, simple_loss=0.4047, pruned_loss=0.1644, over 2474296.71 frames. utt_duration=504.1 frames, utt_pad_proportion=0.0652, over 19690.82 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.4397, pruned_loss=0.2228, over 2463240.57 frames. utt_duration=1290 frames, utt_pad_proportion=0.04444, over 7646.53 utterances.], giga_tot_loss[loss=0.3621, simple_loss=0.4023, pruned_loss=0.1609, over 2475179.84 frames. utt_duration=471.1 frames, utt_pad_proportion=0.06699, over 21078.92 utterances.], batch size: 97, lr: 1.73e-03
2022-08-20 08:57:57,168 INFO [train.py:927] (7/8) Epoch 1, batch 14200, giga_loss[loss=0.3007, simple_loss=0.3503, pruned_loss=0.1256, over 12245.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.0366, over 28.00 utterances.], tot_loss[loss=0.3618, simple_loss=0.4001, pruned_loss=0.1617, over 2474016.96 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06708, over 19450.13 utterances.], libri_tot_loss[loss=0.4128, simple_loss=0.4382, pruned_loss=0.2211, over 2463202.87 frames. utt_duration=1282 frames, utt_pad_proportion=0.04856, over 7692.28 utterances.], giga_tot_loss[loss=0.3581, simple_loss=0.3985, pruned_loss=0.1588, over 2475087.36 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06737, over 20853.16 utterances.], batch size: 28, lr: 1.73e-03
2022-08-20 08:59:41,454 INFO [train.py:927] (7/8) Epoch 1, batch 14250, giga_loss[loss=0.3289, simple_loss=0.3869, pruned_loss=0.1354, over 12384.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03087, over 104.00 utterances.], tot_loss[loss=0.3602, simple_loss=0.3984, pruned_loss=0.161, over 2473921.10 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07469, over 20114.18 utterances.], libri_tot_loss[loss=0.4108, simple_loss=0.4363, pruned_loss=0.2191, over 2463431.39 frames. utt_duration=1275 frames, utt_pad_proportion=0.05222, over 7738.97 utterances.], giga_tot_loss[loss=0.3574, simple_loss=0.3976, pruned_loss=0.1585, over 2474924.64 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07367, over 21595.54 utterances.], batch size: 104, lr: 1.73e-03
2022-08-20 09:01:26,916 INFO [train.py:927] (7/8) Epoch 1, batch 14300, giga_loss[loss=0.3725, simple_loss=0.4148, pruned_loss=0.1651, over 12392.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.3571, simple_loss=0.397, pruned_loss=0.1586, over 2474229.29 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07599, over 19746.40 utterances.], libri_tot_loss[loss=0.4109, simple_loss=0.436, pruned_loss=0.2188, over 2463756.84 frames. utt_duration=1275 frames, utt_pad_proportion=0.05149, over 7739.21 utterances.], giga_tot_loss[loss=0.3539, simple_loss=0.396, pruned_loss=0.1559, over 2474919.56 frames. utt_duration=469.7 frames, utt_pad_proportion=0.0755, over 21140.72 utterances.], batch size: 113, lr: 1.72e-03
2022-08-20 09:03:13,623 INFO [train.py:927] (7/8) Epoch 1, batch 14350, giga_loss[loss=0.3097, simple_loss=0.3629, pruned_loss=0.1283, over 12371.00 frames. utt_duration=620 frames, utt_pad_proportion=0.03419, over 80.00 utterances.], tot_loss[loss=0.3545, simple_loss=0.3953, pruned_loss=0.1569, over 2473986.81 frames. utt_duration=510.7 frames, utt_pad_proportion=0.07198, over 19431.44 utterances.], libri_tot_loss[loss=0.4113, simple_loss=0.4369, pruned_loss=0.2185, over 2463735.59 frames. utt_duration=1275 frames, utt_pad_proportion=0.05108, over 7736.82 utterances.], giga_tot_loss[loss=0.3512, simple_loss=0.3934, pruned_loss=0.1545, over 2474629.98 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07201, over 20631.45 utterances.], batch size: 80, lr: 1.72e-03
2022-08-20 09:05:00,110 INFO [train.py:927] (7/8) Epoch 1, batch 14400, giga_loss[loss=0.4046, simple_loss=0.4336, pruned_loss=0.1878, over 12439.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03849, over 123.00 utterances.], tot_loss[loss=0.3591, simple_loss=0.3989, pruned_loss=0.1597, over 2474345.28 frames. utt_duration=514.4 frames, utt_pad_proportion=0.0705, over 19292.85 utterances.], libri_tot_loss[loss=0.4147, simple_loss=0.4404, pruned_loss=0.2197, over 2463857.60 frames. utt_duration=1276 frames, utt_pad_proportion=0.05047, over 7734.24 utterances.], giga_tot_loss[loss=0.3523, simple_loss=0.3935, pruned_loss=0.1555, over 2474915.32 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07095, over 20460.42 utterances.], batch size: 123, lr: 1.72e-03
2022-08-20 09:06:47,800 INFO [train.py:927] (7/8) Epoch 1, batch 14450, giga_loss[loss=0.3466, simple_loss=0.395, pruned_loss=0.1491, over 12339.00 frames. utt_duration=668.2 frames, utt_pad_proportion=0.02732, over 74.00 utterances.], tot_loss[loss=0.3574, simple_loss=0.3962, pruned_loss=0.1593, over 2474149.86 frames. utt_duration=508.8 frames, utt_pad_proportion=0.07052, over 19506.87 utterances.], libri_tot_loss[loss=0.4152, simple_loss=0.4405, pruned_loss=0.2197, over 2464031.97 frames. utt_duration=1277 frames, utt_pad_proportion=0.04996, over 7730.18 utterances.], giga_tot_loss[loss=0.3509, simple_loss=0.3913, pruned_loss=0.1552, over 2474580.75 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07112, over 20589.63 utterances.], batch size: 74, lr: 1.72e-03
2022-08-20 09:08:33,124 INFO [train.py:927] (7/8) Epoch 1, batch 14500, giga_loss[loss=0.3533, simple_loss=0.4048, pruned_loss=0.1509, over 12434.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.02848, over 75.00 utterances.], tot_loss[loss=0.3572, simple_loss=0.3957, pruned_loss=0.1594, over 2474210.27 frames. utt_duration=502.9 frames, utt_pad_proportion=0.0711, over 19734.25 utterances.], libri_tot_loss[loss=0.4147, simple_loss=0.4397, pruned_loss=0.2189, over 2463981.50 frames. utt_duration=1269 frames, utt_pad_proportion=0.05255, over 7776.74 utterances.], giga_tot_loss[loss=0.3509, simple_loss=0.3913, pruned_loss=0.1553, over 2474875.04 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07107, over 20894.29 utterances.], batch size: 75, lr: 1.71e-03
2022-08-20 09:10:17,499 INFO [train.py:927] (7/8) Epoch 1, batch 14550, libri_loss[loss=0.3865, simple_loss=0.405, pruned_loss=0.184, over 12481.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007312, over 36.00 utterances.], tot_loss[loss=0.3533, simple_loss=0.3934, pruned_loss=0.1566, over 2474307.64 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06788, over 19389.61 utterances.], libri_tot_loss[loss=0.4132, simple_loss=0.4383, pruned_loss=0.2175, over 2464191.32 frames. utt_duration=1274 frames, utt_pad_proportion=0.05159, over 7746.63 utterances.], giga_tot_loss[loss=0.3483, simple_loss=0.3901, pruned_loss=0.1532, over 2474844.27 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06849, over 20612.36 utterances.], batch size: 36, lr: 1.71e-03
2022-08-20 09:11:59,684 INFO [train.py:927] (7/8) Epoch 1, batch 14600, giga_loss[loss=0.3465, simple_loss=0.3874, pruned_loss=0.1528, over 12395.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04252, over 31.00 utterances.], tot_loss[loss=0.3544, simple_loss=0.3933, pruned_loss=0.1578, over 2474626.59 frames. utt_duration=513.6 frames, utt_pad_proportion=0.0695, over 19328.35 utterances.], libri_tot_loss[loss=0.4104, simple_loss=0.4354, pruned_loss=0.2147, over 2464658.65 frames. utt_duration=1281 frames, utt_pad_proportion=0.04968, over 7707.53 utterances.], giga_tot_loss[loss=0.3493, simple_loss=0.3907, pruned_loss=0.154, over 2475254.00 frames. utt_duration=471 frames, utt_pad_proportion=0.07082, over 21083.43 utterances.], batch size: 31, lr: 1.71e-03
2022-08-20 09:13:47,514 INFO [train.py:927] (7/8) Epoch 1, batch 14650, giga_loss[loss=0.3515, simple_loss=0.3918, pruned_loss=0.1556, over 12354.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02957, over 70.00 utterances.], tot_loss[loss=0.3599, simple_loss=0.3966, pruned_loss=0.1616, over 2474321.74 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07138, over 20418.16 utterances.], libri_tot_loss[loss=0.4085, simple_loss=0.4338, pruned_loss=0.2129, over 2464220.42 frames. utt_duration=1285 frames, utt_pad_proportion=0.04872, over 7681.59 utterances.], giga_tot_loss[loss=0.3561, simple_loss=0.3948, pruned_loss=0.1587, over 2475476.58 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07272, over 22178.32 utterances.], batch size: 70, lr: 1.70e-03
2022-08-20 09:15:30,627 INFO [train.py:927] (7/8) Epoch 1, batch 14700, giga_loss[loss=0.3646, simple_loss=0.4002, pruned_loss=0.1645, over 12320.00 frames. utt_duration=796.3 frames, utt_pad_proportion=0.03593, over 62.00 utterances.], tot_loss[loss=0.3615, simple_loss=0.3972, pruned_loss=0.1628, over 2475057.56 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07504, over 20606.43 utterances.], libri_tot_loss[loss=0.4076, simple_loss=0.4332, pruned_loss=0.2115, over 2464610.68 frames. utt_duration=1285 frames, utt_pad_proportion=0.04861, over 7679.64 utterances.], giga_tot_loss[loss=0.3575, simple_loss=0.395, pruned_loss=0.16, over 2475985.40 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07616, over 22496.70 utterances.], batch size: 62, lr: 1.70e-03
2022-08-20 09:17:15,799 INFO [train.py:927] (7/8) Epoch 1, batch 14750, giga_loss[loss=0.3681, simple_loss=0.3981, pruned_loss=0.169, over 12397.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06424, over 183.00 utterances.], tot_loss[loss=0.3594, simple_loss=0.3957, pruned_loss=0.1616, over 2474781.17 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07233, over 19992.09 utterances.], libri_tot_loss[loss=0.4068, simple_loss=0.4327, pruned_loss=0.2105, over 2464890.75 frames. utt_duration=1286 frames, utt_pad_proportion=0.04823, over 7675.03 utterances.], giga_tot_loss[loss=0.3561, simple_loss=0.3937, pruned_loss=0.1593, over 2475458.04 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07371, over 21721.51 utterances.], batch size: 183, lr: 1.70e-03
2022-08-20 09:19:01,564 INFO [train.py:927] (7/8) Epoch 1, batch 14800, giga_loss[loss=0.2692, simple_loss=0.3344, pruned_loss=0.102, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03659, over 37.00 utterances.], tot_loss[loss=0.3587, simple_loss=0.3944, pruned_loss=0.1615, over 2473639.10 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06926, over 19520.99 utterances.], libri_tot_loss[loss=0.4096, simple_loss=0.4322, pruned_loss=0.2132, over 2464505.43 frames. utt_duration=1289 frames, utt_pad_proportion=0.04751, over 7655.71 utterances.], giga_tot_loss[loss=0.3528, simple_loss=0.3926, pruned_loss=0.1565, over 2474667.68 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07095, over 21116.73 utterances.], batch size: 37, lr: 1.70e-03
2022-08-20 09:20:49,159 INFO [train.py:927] (7/8) Epoch 1, batch 14850, giga_loss[loss=0.2916, simple_loss=0.358, pruned_loss=0.1126, over 12377.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02765, over 70.00 utterances.], tot_loss[loss=0.3619, simple_loss=0.3947, pruned_loss=0.1646, over 2474087.11 frames. utt_duration=498.8 frames, utt_pad_proportion=0.0705, over 19899.55 utterances.], libri_tot_loss[loss=0.4173, simple_loss=0.4352, pruned_loss=0.2189, over 2464783.14 frames. utt_duration=1276 frames, utt_pad_proportion=0.05138, over 7732.86 utterances.], giga_tot_loss[loss=0.3496, simple_loss=0.3898, pruned_loss=0.1547, over 2474868.44 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07086, over 21376.84 utterances.], batch size: 70, lr: 1.69e-03
2022-08-20 09:22:31,506 INFO [train.py:927] (7/8) Epoch 1, batch 14900, giga_loss[loss=0.3565, simple_loss=0.3998, pruned_loss=0.1566, over 12352.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03257, over 58.00 utterances.], tot_loss[loss=0.3605, simple_loss=0.3943, pruned_loss=0.1634, over 2474492.87 frames. utt_duration=499 frames, utt_pad_proportion=0.06872, over 19892.85 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.4338, pruned_loss=0.2165, over 2464720.21 frames. utt_duration=1283 frames, utt_pad_proportion=0.04985, over 7691.34 utterances.], giga_tot_loss[loss=0.3505, simple_loss=0.39, pruned_loss=0.1555, over 2475557.91 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06985, over 21571.98 utterances.], batch size: 58, lr: 1.69e-03
2022-08-20 09:24:21,335 INFO [train.py:927] (7/8) Epoch 1, batch 14950, giga_loss[loss=0.3724, simple_loss=0.4135, pruned_loss=0.1656, over 12386.00 frames. utt_duration=235 frames, utt_pad_proportion=0.0713, over 212.00 utterances.], tot_loss[loss=0.3603, simple_loss=0.397, pruned_loss=0.1618, over 2474317.42 frames. utt_duration=503.8 frames, utt_pad_proportion=0.0684, over 19701.91 utterances.], libri_tot_loss[loss=0.4148, simple_loss=0.4339, pruned_loss=0.2161, over 2464840.47 frames. utt_duration=1271 frames, utt_pad_proportion=0.05391, over 7764.03 utterances.], giga_tot_loss[loss=0.3521, simple_loss=0.3933, pruned_loss=0.1555, over 2475133.54 frames. utt_duration=471.5 frames, utt_pad_proportion=0.06803, over 21065.13 utterances.], batch size: 212, lr: 1.69e-03
2022-08-20 09:26:04,757 INFO [train.py:927] (7/8) Epoch 1, batch 15000, giga_loss[loss=0.3984, simple_loss=0.4246, pruned_loss=0.1861, over 12422.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07621, over 213.00 utterances.], tot_loss[loss=0.3622, simple_loss=0.4005, pruned_loss=0.162, over 2474468.71 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07107, over 20337.25 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.4344, pruned_loss=0.2152, over 2464992.65 frames. utt_duration=1273 frames, utt_pad_proportion=0.0535, over 7755.71 utterances.], giga_tot_loss[loss=0.3554, simple_loss=0.3966, pruned_loss=0.1571, over 2475091.48 frames. utt_duration=460 frames, utt_pad_proportion=0.07086, over 21588.72 utterances.], batch size: 213, lr: 1.69e-03
2022-08-20 09:26:04,758 INFO [train.py:958] (7/8) Computing validation loss
2022-08-20 09:26:18,819 INFO [train.py:967] (7/8) 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 09:28:01,345 INFO [train.py:927] (7/8) Epoch 1, batch 15050, giga_loss[loss=0.4057, simple_loss=0.4214, pruned_loss=0.1949, over 12477.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03446, over 43.00 utterances.], tot_loss[loss=0.3631, simple_loss=0.4029, pruned_loss=0.1617, over 2474331.67 frames. utt_duration=499 frames, utt_pad_proportion=0.06751, over 19892.48 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.436, pruned_loss=0.2137, over 2465302.90 frames. utt_duration=1280 frames, utt_pad_proportion=0.0526, over 7715.21 utterances.], giga_tot_loss[loss=0.3567, simple_loss=0.3977, pruned_loss=0.1579, over 2474755.77 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06793, over 21203.63 utterances.], batch size: 43, lr: 1.68e-03
2022-08-20 09:29:45,320 INFO [train.py:927] (7/8) Epoch 1, batch 15100, libri_loss[loss=0.3262, simple_loss=0.3593, pruned_loss=0.1465, over 12286.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006464, over 32.00 utterances.], tot_loss[loss=0.3606, simple_loss=0.4002, pruned_loss=0.1605, over 2474875.47 frames. utt_duration=517 frames, utt_pad_proportion=0.06391, over 19201.85 utterances.], libri_tot_loss[loss=0.4116, simple_loss=0.4337, pruned_loss=0.2116, over 2465688.14 frames. utt_duration=1273 frames, utt_pad_proportion=0.05597, over 7758.12 utterances.], giga_tot_loss[loss=0.3559, simple_loss=0.3969, pruned_loss=0.1575, over 2475210.86 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06347, over 20658.41 utterances.], batch size: 32, lr: 1.68e-03
2022-08-20 09:31:28,134 INFO [train.py:927] (7/8) Epoch 1, batch 15150, giga_loss[loss=0.3226, simple_loss=0.3701, pruned_loss=0.1375, over 12398.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03462, over 113.00 utterances.], tot_loss[loss=0.3575, simple_loss=0.397, pruned_loss=0.159, over 2475039.48 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06064, over 18973.08 utterances.], libri_tot_loss[loss=0.4106, simple_loss=0.4328, pruned_loss=0.2107, over 2466050.53 frames. utt_duration=1269 frames, utt_pad_proportion=0.05548, over 7781.74 utterances.], giga_tot_loss[loss=0.3535, simple_loss=0.3944, pruned_loss=0.1563, over 2475173.17 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06073, over 20371.95 utterances.], batch size: 113, lr: 1.68e-03
2022-08-20 09:33:13,353 INFO [train.py:927] (7/8) Epoch 1, batch 15200, giga_loss[loss=0.4378, simple_loss=0.4498, pruned_loss=0.2129, over 12385.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07404, over 212.00 utterances.], tot_loss[loss=0.3577, simple_loss=0.3962, pruned_loss=0.1596, over 2474780.85 frames. utt_duration=512 frames, utt_pad_proportion=0.06399, over 19388.40 utterances.], libri_tot_loss[loss=0.4106, simple_loss=0.4326, pruned_loss=0.2104, over 2466048.82 frames. utt_duration=1268 frames, utt_pad_proportion=0.05501, over 7786.90 utterances.], giga_tot_loss[loss=0.3535, simple_loss=0.3936, pruned_loss=0.1567, over 2475060.30 frames. utt_duration=479.7 frames, utt_pad_proportion=0.06408, over 20700.77 utterances.], batch size: 212, lr: 1.68e-03
2022-08-20 09:34:55,197 INFO [train.py:927] (7/8) Epoch 1, batch 15250, giga_loss[loss=0.3471, simple_loss=0.3962, pruned_loss=0.149, over 12383.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.3605, simple_loss=0.3978, pruned_loss=0.1616, over 2474600.66 frames. utt_duration=505.7 frames, utt_pad_proportion=0.06955, over 19631.79 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4356, pruned_loss=0.2124, over 2466278.86 frames. utt_duration=1257 frames, utt_pad_proportion=0.05883, over 7856.90 utterances.], giga_tot_loss[loss=0.3524, simple_loss=0.3921, pruned_loss=0.1563, over 2474805.95 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06808, over 20883.21 utterances.], batch size: 91, lr: 1.67e-03
2022-08-20 09:36:38,212 INFO [train.py:927] (7/8) Epoch 1, batch 15300, giga_loss[loss=0.3662, simple_loss=0.3994, pruned_loss=0.1665, over 12391.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02944, over 97.00 utterances.], tot_loss[loss=0.3584, simple_loss=0.3973, pruned_loss=0.1597, over 2474850.23 frames. utt_duration=508.2 frames, utt_pad_proportion=0.07086, over 19534.49 utterances.], libri_tot_loss[loss=0.4136, simple_loss=0.435, pruned_loss=0.2114, over 2466112.65 frames. utt_duration=1246 frames, utt_pad_proportion=0.06273, over 7926.96 utterances.], giga_tot_loss[loss=0.3512, simple_loss=0.3924, pruned_loss=0.155, over 2475371.53 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06842, over 20775.30 utterances.], batch size: 97, lr: 1.67e-03
2022-08-20 09:38:21,976 INFO [train.py:927] (7/8) Epoch 1, batch 15350, giga_loss[loss=0.3987, simple_loss=0.4078, pruned_loss=0.1948, over 12366.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06063, over 182.00 utterances.], tot_loss[loss=0.3595, simple_loss=0.398, pruned_loss=0.1605, over 2474959.01 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07406, over 20315.11 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.436, pruned_loss=0.2113, over 2466088.98 frames. utt_duration=1233 frames, utt_pad_proportion=0.06683, over 8012.09 utterances.], giga_tot_loss[loss=0.3522, simple_loss=0.3924, pruned_loss=0.156, over 2475555.22 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07092, over 21449.03 utterances.], batch size: 182, lr: 1.67e-03
2022-08-20 09:40:05,757 INFO [train.py:927] (7/8) Epoch 1, batch 15400, giga_loss[loss=0.3129, simple_loss=0.3865, pruned_loss=0.1196, over 12371.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.358, simple_loss=0.3987, pruned_loss=0.1586, over 2474571.56 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07522, over 20841.39 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.436, pruned_loss=0.2113, over 2466088.98 frames. utt_duration=1233 frames, utt_pad_proportion=0.06683, over 8012.09 utterances.], giga_tot_loss[loss=0.3523, simple_loss=0.3944, pruned_loss=0.1551, over 2475035.59 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07276, over 21723.94 utterances.], batch size: 62, lr: 1.67e-03
2022-08-20 09:41:48,234 INFO [train.py:927] (7/8) Epoch 1, batch 15450, giga_loss[loss=0.3408, simple_loss=0.3877, pruned_loss=0.147, over 12364.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02854, over 91.00 utterances.], tot_loss[loss=0.363, simple_loss=0.4018, pruned_loss=0.1621, over 2473525.35 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07731, over 21091.15 utterances.], libri_tot_loss[loss=0.4143, simple_loss=0.4357, pruned_loss=0.211, over 2466186.00 frames. utt_duration=1235 frames, utt_pad_proportion=0.06559, over 7995.06 utterances.], giga_tot_loss[loss=0.3573, simple_loss=0.3978, pruned_loss=0.1584, over 2473988.06 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07578, over 22094.75 utterances.], batch size: 91, lr: 1.66e-03
2022-08-20 09:43:31,423 INFO [train.py:927] (7/8) Epoch 1, batch 15500, giga_loss[loss=0.3589, simple_loss=0.3857, pruned_loss=0.166, over 12477.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03487, over 40.00 utterances.], tot_loss[loss=0.3656, simple_loss=0.4033, pruned_loss=0.164, over 2474827.35 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07648, over 21469.38 utterances.], libri_tot_loss[loss=0.4136, simple_loss=0.4353, pruned_loss=0.2103, over 2466345.48 frames. utt_duration=1238 frames, utt_pad_proportion=0.06482, over 7980.24 utterances.], giga_tot_loss[loss=0.3611, simple_loss=0.4001, pruned_loss=0.161, over 2475152.31 frames. utt_duration=442.6 frames, utt_pad_proportion=0.0756, over 22443.14 utterances.], batch size: 40, lr: 1.66e-03
2022-08-20 09:45:14,633 INFO [train.py:927] (7/8) Epoch 1, batch 15550, giga_loss[loss=0.3611, simple_loss=0.4028, pruned_loss=0.1597, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.3654, simple_loss=0.404, pruned_loss=0.1634, over 2474920.08 frames. utt_duration=450 frames, utt_pad_proportion=0.07582, over 22072.69 utterances.], libri_tot_loss[loss=0.4154, simple_loss=0.4374, pruned_loss=0.2107, over 2466447.39 frames. utt_duration=1240 frames, utt_pad_proportion=0.06389, over 7962.89 utterances.], giga_tot_loss[loss=0.3594, simple_loss=0.399, pruned_loss=0.1599, over 2475236.72 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07551, over 23099.93 utterances.], batch size: 105, lr: 1.66e-03
2022-08-20 09:46:57,494 INFO [train.py:927] (7/8) Epoch 1, batch 15600, giga_loss[loss=0.3564, simple_loss=0.4082, pruned_loss=0.1523, over 12410.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03263, over 122.00 utterances.], tot_loss[loss=0.374, simple_loss=0.41, pruned_loss=0.169, over 2473918.70 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07703, over 21861.65 utterances.], libri_tot_loss[loss=0.4232, simple_loss=0.4421, pruned_loss=0.2157, over 2466509.89 frames. utt_duration=1235 frames, utt_pad_proportion=0.06604, over 7999.93 utterances.], giga_tot_loss[loss=0.3609, simple_loss=0.4011, pruned_loss=0.1603, over 2474401.28 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07623, over 23156.77 utterances.], batch size: 122, lr: 1.66e-03
2022-08-20 09:48:39,503 INFO [train.py:927] (7/8) Epoch 1, batch 15650, giga_loss[loss=0.3101, simple_loss=0.3751, pruned_loss=0.1225, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02578, over 45.00 utterances.], tot_loss[loss=0.3687, simple_loss=0.4066, pruned_loss=0.1654, over 2474504.74 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07675, over 21755.30 utterances.], libri_tot_loss[loss=0.4226, simple_loss=0.4415, pruned_loss=0.2153, over 2466650.34 frames. utt_duration=1237 frames, utt_pad_proportion=0.06583, over 7988.93 utterances.], giga_tot_loss[loss=0.3588, simple_loss=0.4, pruned_loss=0.1588, over 2474796.12 frames. utt_duration=435 frames, utt_pad_proportion=0.07621, over 22835.95 utterances.], batch size: 45, lr: 1.65e-03
2022-08-20 09:50:21,200 INFO [train.py:927] (7/8) Epoch 1, batch 15700, giga_loss[loss=0.3374, simple_loss=0.3881, pruned_loss=0.1433, over 12360.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.3631, simple_loss=0.4019, pruned_loss=0.1621, over 2474624.77 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07449, over 21120.63 utterances.], libri_tot_loss[loss=0.4223, simple_loss=0.4412, pruned_loss=0.2149, over 2466707.30 frames. utt_duration=1220 frames, utt_pad_proportion=0.07049, over 8095.45 utterances.], giga_tot_loss[loss=0.3548, simple_loss=0.3964, pruned_loss=0.1566, over 2474908.80 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07274, over 22064.52 utterances.], batch size: 62, lr: 1.65e-03
2022-08-20 09:52:05,658 INFO [train.py:927] (7/8) Epoch 1, batch 15750, giga_loss[loss=0.3837, simple_loss=0.4069, pruned_loss=0.1803, over 12404.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.359, simple_loss=0.3977, pruned_loss=0.1601, over 2475351.56 frames. utt_duration=465.4 frames, utt_pad_proportion=0.0757, over 21344.29 utterances.], libri_tot_loss[loss=0.4211, simple_loss=0.4402, pruned_loss=0.214, over 2466728.18 frames. utt_duration=1213 frames, utt_pad_proportion=0.07386, over 8146.44 utterances.], giga_tot_loss[loss=0.3524, simple_loss=0.3936, pruned_loss=0.1556, over 2475725.15 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07328, over 22295.13 utterances.], batch size: 133, lr: 1.65e-03
2022-08-20 09:53:46,999 INFO [train.py:927] (7/8) Epoch 1, batch 15800, giga_loss[loss=0.3354, simple_loss=0.388, pruned_loss=0.1414, over 12445.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03621, over 133.00 utterances.], tot_loss[loss=0.3577, simple_loss=0.396, pruned_loss=0.1597, over 2475075.61 frames. utt_duration=455.5 frames, utt_pad_proportion=0.0808, over 21803.40 utterances.], libri_tot_loss[loss=0.419, simple_loss=0.4384, pruned_loss=0.2124, over 2466697.12 frames. utt_duration=1215 frames, utt_pad_proportion=0.07311, over 8133.15 utterances.], giga_tot_loss[loss=0.3526, simple_loss=0.3931, pruned_loss=0.1561, over 2475630.48 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07894, over 22915.35 utterances.], batch size: 133, lr: 1.65e-03
2022-08-20 09:55:27,022 INFO [train.py:927] (7/8) Epoch 1, batch 15850, giga_loss[loss=0.3016, simple_loss=0.3699, pruned_loss=0.1167, over 12325.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03251, over 85.00 utterances.], tot_loss[loss=0.3518, simple_loss=0.3934, pruned_loss=0.1551, over 2474913.82 frames. utt_duration=457.1 frames, utt_pad_proportion=0.08093, over 21725.11 utterances.], libri_tot_loss[loss=0.4192, simple_loss=0.4396, pruned_loss=0.2117, over 2467071.28 frames. utt_duration=1221 frames, utt_pad_proportion=0.07151, over 8091.66 utterances.], giga_tot_loss[loss=0.3457, simple_loss=0.3888, pruned_loss=0.1513, over 2475247.13 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07997, over 23022.76 utterances.], batch size: 85, lr: 1.65e-03
2022-08-20 09:57:13,064 INFO [train.py:927] (7/8) Epoch 1, batch 15900, giga_loss[loss=0.3027, simple_loss=0.351, pruned_loss=0.1272, over 12352.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03178, over 58.00 utterances.], tot_loss[loss=0.3476, simple_loss=0.3901, pruned_loss=0.1525, over 2475642.88 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08076, over 21764.35 utterances.], libri_tot_loss[loss=0.4182, simple_loss=0.4389, pruned_loss=0.2107, over 2467489.87 frames. utt_duration=1225 frames, utt_pad_proportion=0.07042, over 8067.08 utterances.], giga_tot_loss[loss=0.3424, simple_loss=0.3862, pruned_loss=0.1493, over 2475684.79 frames. utt_duration=431 frames, utt_pad_proportion=0.08043, over 23053.34 utterances.], batch size: 58, lr: 1.64e-03
2022-08-20 09:58:57,931 INFO [train.py:927] (7/8) Epoch 1, batch 15950, giga_loss[loss=0.2933, simple_loss=0.3516, pruned_loss=0.1175, over 12453.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03747, over 37.00 utterances.], tot_loss[loss=0.3436, simple_loss=0.3863, pruned_loss=0.1505, over 2475958.31 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07774, over 21113.65 utterances.], libri_tot_loss[loss=0.4158, simple_loss=0.4368, pruned_loss=0.2089, over 2467628.38 frames. utt_duration=1222 frames, utt_pad_proportion=0.07225, over 8090.30 utterances.], giga_tot_loss[loss=0.3391, simple_loss=0.3833, pruned_loss=0.1475, over 2476193.82 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07719, over 22613.53 utterances.], batch size: 37, lr: 1.64e-03
2022-08-20 10:00:37,058 INFO [train.py:927] (7/8) Epoch 1, batch 16000, giga_loss[loss=0.3425, simple_loss=0.3926, pruned_loss=0.1462, over 12430.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03382, over 86.00 utterances.], tot_loss[loss=0.3459, simple_loss=0.3879, pruned_loss=0.1519, over 2474680.04 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07673, over 21047.64 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4354, pruned_loss=0.2079, over 2467123.56 frames. utt_duration=1220 frames, utt_pad_proportion=0.07139, over 8101.28 utterances.], giga_tot_loss[loss=0.3407, simple_loss=0.3849, pruned_loss=0.1483, over 2475613.72 frames. utt_duration=437.2 frames, utt_pad_proportion=0.0767, over 22725.07 utterances.], batch size: 86, lr: 1.64e-03
2022-08-20 10:02:20,825 INFO [train.py:927] (7/8) Epoch 1, batch 16050, giga_loss[loss=0.3261, simple_loss=0.3721, pruned_loss=0.1401, over 12339.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03069, over 70.00 utterances.], tot_loss[loss=0.3437, simple_loss=0.3862, pruned_loss=0.1506, over 2475475.24 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07446, over 20996.11 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4346, pruned_loss=0.2074, over 2467284.80 frames. utt_duration=1212 frames, utt_pad_proportion=0.07457, over 8156.19 utterances.], giga_tot_loss[loss=0.3387, simple_loss=0.3835, pruned_loss=0.1469, over 2476246.20 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07357, over 22566.79 utterances.], batch size: 70, lr: 1.64e-03
2022-08-20 10:04:04,033 INFO [train.py:927] (7/8) Epoch 1, batch 16100, giga_loss[loss=0.3779, simple_loss=0.4179, pruned_loss=0.169, over 12434.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03699, over 86.00 utterances.], tot_loss[loss=0.3469, simple_loss=0.3887, pruned_loss=0.1525, over 2475178.26 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07019, over 20600.39 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4339, pruned_loss=0.2065, over 2467420.91 frames. utt_duration=1208 frames, utt_pad_proportion=0.07445, over 8181.87 utterances.], giga_tot_loss[loss=0.3422, simple_loss=0.3861, pruned_loss=0.1491, over 2475853.56 frames. utt_duration=449.7 frames, utt_pad_proportion=0.06978, over 22093.95 utterances.], batch size: 86, lr: 1.63e-03
2022-08-20 10:05:47,733 INFO [train.py:927] (7/8) Epoch 1, batch 16150, giga_loss[loss=0.3248, simple_loss=0.3785, pruned_loss=0.1356, over 12428.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03274, over 80.00 utterances.], tot_loss[loss=0.3511, simple_loss=0.3926, pruned_loss=0.1549, over 2475276.83 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07254, over 20483.48 utterances.], libri_tot_loss[loss=0.412, simple_loss=0.434, pruned_loss=0.205, over 2467448.93 frames. utt_duration=1214 frames, utt_pad_proportion=0.07286, over 8143.22 utterances.], giga_tot_loss[loss=0.3456, simple_loss=0.3886, pruned_loss=0.1513, over 2476082.66 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07253, over 22219.71 utterances.], batch size: 80, lr: 1.63e-03
2022-08-20 10:07:35,908 INFO [train.py:927] (7/8) Epoch 1, batch 16200, giga_loss[loss=0.2991, simple_loss=0.3602, pruned_loss=0.119, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02583, over 45.00 utterances.], tot_loss[loss=0.3509, simple_loss=0.3918, pruned_loss=0.155, over 2474956.35 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07839, over 20937.91 utterances.], libri_tot_loss[loss=0.4122, simple_loss=0.4337, pruned_loss=0.2053, over 2467397.11 frames. utt_duration=1213 frames, utt_pad_proportion=0.07234, over 8149.07 utterances.], giga_tot_loss[loss=0.3454, simple_loss=0.3884, pruned_loss=0.1512, over 2475739.06 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07818, over 22466.51 utterances.], batch size: 45, lr: 1.63e-03
2022-08-20 10:09:22,535 INFO [train.py:927] (7/8) Epoch 1, batch 16250, giga_loss[loss=0.3317, simple_loss=0.3773, pruned_loss=0.1431, over 12391.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04509, over 146.00 utterances.], tot_loss[loss=0.3526, simple_loss=0.3933, pruned_loss=0.156, over 2475046.53 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07156, over 20323.28 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.433, pruned_loss=0.2062, over 2467075.64 frames. utt_duration=1215 frames, utt_pad_proportion=0.071, over 8132.16 utterances.], giga_tot_loss[loss=0.3453, simple_loss=0.3897, pruned_loss=0.1504, over 2476269.00 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07231, over 22038.15 utterances.], batch size: 146, lr: 1.63e-03
2022-08-20 10:11:10,813 INFO [train.py:927] (7/8) Epoch 1, batch 16300, giga_loss[loss=0.3202, simple_loss=0.374, pruned_loss=0.1332, over 12424.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.02802, over 62.00 utterances.], tot_loss[loss=0.35, simple_loss=0.391, pruned_loss=0.1545, over 2475609.56 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07184, over 20591.67 utterances.], libri_tot_loss[loss=0.4118, simple_loss=0.4318, pruned_loss=0.2052, over 2467199.95 frames. utt_duration=1220 frames, utt_pad_proportion=0.06998, over 8101.69 utterances.], giga_tot_loss[loss=0.3443, simple_loss=0.3885, pruned_loss=0.15, over 2476613.88 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07277, over 22206.36 utterances.], batch size: 62, lr: 1.62e-03
2022-08-20 10:12:54,895 INFO [train.py:927] (7/8) Epoch 1, batch 16350, giga_loss[loss=0.3664, simple_loss=0.3883, pruned_loss=0.1722, over 12281.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.03814, over 51.00 utterances.], tot_loss[loss=0.3481, simple_loss=0.3886, pruned_loss=0.1538, over 2474998.38 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07956, over 21011.74 utterances.], libri_tot_loss[loss=0.4097, simple_loss=0.4302, pruned_loss=0.2036, over 2467060.38 frames. utt_duration=1224 frames, utt_pad_proportion=0.06844, over 8073.58 utterances.], giga_tot_loss[loss=0.3435, simple_loss=0.3867, pruned_loss=0.1501, over 2476164.06 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08027, over 22722.30 utterances.], batch size: 51, lr: 1.62e-03
2022-08-20 10:14:39,302 INFO [train.py:927] (7/8) Epoch 1, batch 16400, libri_loss[loss=0.3015, simple_loss=0.3478, pruned_loss=0.1276, over 12221.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009132, over 29.00 utterances.], tot_loss[loss=0.3481, simple_loss=0.3885, pruned_loss=0.1539, over 2475019.78 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08488, over 21940.17 utterances.], libri_tot_loss[loss=0.4087, simple_loss=0.43, pruned_loss=0.2025, over 2467250.31 frames. utt_duration=1228 frames, utt_pad_proportion=0.06717, over 8048.86 utterances.], giga_tot_loss[loss=0.344, simple_loss=0.3863, pruned_loss=0.1509, over 2475973.83 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08558, over 23636.71 utterances.], batch size: 29, lr: 1.62e-03
2022-08-20 10:16:25,571 INFO [train.py:927] (7/8) Epoch 1, batch 16450, giga_loss[loss=0.3872, simple_loss=0.4174, pruned_loss=0.1785, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05531, over 162.00 utterances.], tot_loss[loss=0.3479, simple_loss=0.3883, pruned_loss=0.1537, over 2474562.65 frames. utt_duration=470.1 frames, utt_pad_proportion=0.0795, over 21120.28 utterances.], libri_tot_loss[loss=0.4074, simple_loss=0.4288, pruned_loss=0.2015, over 2467261.29 frames. utt_duration=1230 frames, utt_pad_proportion=0.06618, over 8032.68 utterances.], giga_tot_loss[loss=0.3444, simple_loss=0.3867, pruned_loss=0.1511, over 2475464.90 frames. utt_duration=436.1 frames, utt_pad_proportion=0.08088, over 22783.84 utterances.], batch size: 162, lr: 1.62e-03
2022-08-20 10:18:10,350 INFO [train.py:927] (7/8) Epoch 1, batch 16500, giga_loss[loss=0.347, simple_loss=0.389, pruned_loss=0.1526, over 12359.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03131, over 85.00 utterances.], tot_loss[loss=0.3523, simple_loss=0.3901, pruned_loss=0.1572, over 2474691.04 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08162, over 21601.61 utterances.], libri_tot_loss[loss=0.4061, simple_loss=0.4274, pruned_loss=0.2007, over 2467025.95 frames. utt_duration=1232 frames, utt_pad_proportion=0.06504, over 8018.04 utterances.], giga_tot_loss[loss=0.3492, simple_loss=0.3891, pruned_loss=0.1546, over 2475853.53 frames. utt_duration=426 frames, utt_pad_proportion=0.08307, over 23325.43 utterances.], batch size: 85, lr: 1.62e-03
2022-08-20 10:19:55,069 INFO [train.py:927] (7/8) Epoch 1, batch 16550, giga_loss[loss=0.3353, simple_loss=0.3843, pruned_loss=0.1432, over 12386.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04526, over 146.00 utterances.], tot_loss[loss=0.3512, simple_loss=0.3893, pruned_loss=0.1565, over 2474587.25 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08065, over 21902.55 utterances.], libri_tot_loss[loss=0.4046, simple_loss=0.4262, pruned_loss=0.1996, over 2466872.63 frames. utt_duration=1238 frames, utt_pad_proportion=0.06416, over 7981.91 utterances.], giga_tot_loss[loss=0.3491, simple_loss=0.3889, pruned_loss=0.1547, over 2475775.89 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08218, over 23545.11 utterances.], batch size: 146, lr: 1.61e-03
2022-08-20 10:21:41,053 INFO [train.py:927] (7/8) Epoch 1, batch 16600, giga_loss[loss=0.4022, simple_loss=0.4244, pruned_loss=0.19, over 12408.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.3532, simple_loss=0.394, pruned_loss=0.1562, over 2474546.63 frames. utt_duration=461.1 frames, utt_pad_proportion=0.0811, over 21534.11 utterances.], libri_tot_loss[loss=0.4066, simple_loss=0.4301, pruned_loss=0.1995, over 2467074.83 frames. utt_duration=1240 frames, utt_pad_proportion=0.06353, over 7967.53 utterances.], giga_tot_loss[loss=0.3485, simple_loss=0.3892, pruned_loss=0.154, over 2475431.88 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08259, over 23094.03 utterances.], batch size: 133, lr: 1.61e-03
2022-08-20 10:23:25,466 INFO [train.py:927] (7/8) Epoch 1, batch 16650, giga_loss[loss=0.3871, simple_loss=0.4045, pruned_loss=0.1848, over 12314.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03536, over 51.00 utterances.], tot_loss[loss=0.3581, simple_loss=0.3969, pruned_loss=0.1596, over 2474095.96 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07913, over 21552.55 utterances.], libri_tot_loss[loss=0.4065, simple_loss=0.4302, pruned_loss=0.199, over 2467200.62 frames. utt_duration=1243 frames, utt_pad_proportion=0.06183, over 7948.47 utterances.], giga_tot_loss[loss=0.3526, simple_loss=0.3916, pruned_loss=0.1568, over 2474963.46 frames. utt_duration=425.8 frames, utt_pad_proportion=0.08118, over 23330.18 utterances.], batch size: 51, lr: 1.61e-03
2022-08-20 10:25:09,614 INFO [train.py:927] (7/8) Epoch 1, batch 16700, giga_loss[loss=0.2887, simple_loss=0.3598, pruned_loss=0.1088, over 12322.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.02894, over 48.00 utterances.], tot_loss[loss=0.3552, simple_loss=0.3948, pruned_loss=0.1578, over 2474025.07 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07767, over 20528.28 utterances.], libri_tot_loss[loss=0.4045, simple_loss=0.4285, pruned_loss=0.1977, over 2467439.54 frames. utt_duration=1243 frames, utt_pad_proportion=0.06113, over 7951.93 utterances.], giga_tot_loss[loss=0.351, simple_loss=0.391, pruned_loss=0.1555, over 2474730.66 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07996, over 22375.52 utterances.], batch size: 48, lr: 1.61e-03
2022-08-20 10:26:52,442 INFO [train.py:927] (7/8) Epoch 1, batch 16750, giga_loss[loss=0.3201, simple_loss=0.3736, pruned_loss=0.1333, over 12341.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05246, over 34.00 utterances.], tot_loss[loss=0.3567, simple_loss=0.3961, pruned_loss=0.1586, over 2474444.57 frames. utt_duration=465.5 frames, utt_pad_proportion=0.08486, over 21330.90 utterances.], libri_tot_loss[loss=0.4043, simple_loss=0.4281, pruned_loss=0.1974, over 2467729.01 frames. utt_duration=1216 frames, utt_pad_proportion=0.06947, over 8130.65 utterances.], giga_tot_loss[loss=0.3522, simple_loss=0.3927, pruned_loss=0.1559, over 2474926.22 frames. utt_duration=431.9 frames, utt_pad_proportion=0.08381, over 22996.30 utterances.], batch size: 34, lr: 1.60e-03
2022-08-20 10:28:34,769 INFO [train.py:927] (7/8) Epoch 1, batch 16800, giga_loss[loss=0.3195, simple_loss=0.3623, pruned_loss=0.1383, over 12286.00 frames. utt_duration=965 frames, utt_pad_proportion=0.03787, over 51.00 utterances.], tot_loss[loss=0.3529, simple_loss=0.3933, pruned_loss=0.1563, over 2473856.82 frames. utt_duration=469.6 frames, utt_pad_proportion=0.08074, over 21137.13 utterances.], libri_tot_loss[loss=0.4036, simple_loss=0.4273, pruned_loss=0.197, over 2467786.93 frames. utt_duration=1218 frames, utt_pad_proportion=0.0688, over 8115.84 utterances.], giga_tot_loss[loss=0.3494, simple_loss=0.3908, pruned_loss=0.154, over 2474248.97 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08044, over 22643.74 utterances.], batch size: 51, lr: 1.60e-03
2022-08-20 10:30:16,924 INFO [train.py:927] (7/8) Epoch 1, batch 16850, giga_loss[loss=0.3175, simple_loss=0.3715, pruned_loss=0.1317, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 98.00 utterances.], tot_loss[loss=0.3579, simple_loss=0.3984, pruned_loss=0.1587, over 2473284.77 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08267, over 21472.29 utterances.], libri_tot_loss[loss=0.4059, simple_loss=0.4305, pruned_loss=0.1974, over 2467585.30 frames. utt_duration=1221 frames, utt_pad_proportion=0.06672, over 8091.60 utterances.], giga_tot_loss[loss=0.3509, simple_loss=0.3921, pruned_loss=0.1548, over 2473997.47 frames. utt_duration=426.5 frames, utt_pad_proportion=0.0832, over 23281.80 utterances.], batch size: 98, lr: 1.60e-03
2022-08-20 10:32:03,760 INFO [train.py:927] (7/8) Epoch 1, batch 16900, giga_loss[loss=0.3419, simple_loss=0.3915, pruned_loss=0.1461, over 12314.00 frames. utt_duration=795.8 frames, utt_pad_proportion=0.03657, over 62.00 utterances.], tot_loss[loss=0.3574, simple_loss=0.397, pruned_loss=0.1589, over 2473839.69 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07723, over 21556.74 utterances.], libri_tot_loss[loss=0.4043, simple_loss=0.4293, pruned_loss=0.1962, over 2467400.88 frames. utt_duration=1224 frames, utt_pad_proportion=0.06563, over 8071.46 utterances.], giga_tot_loss[loss=0.3522, simple_loss=0.3923, pruned_loss=0.156, over 2474698.41 frames. utt_duration=426 frames, utt_pad_proportion=0.07847, over 23317.25 utterances.], batch size: 62, lr: 1.60e-03
2022-08-20 10:33:48,760 INFO [train.py:927] (7/8) Epoch 1, batch 16950, giga_loss[loss=0.4101, simple_loss=0.4257, pruned_loss=0.1972, over 12403.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.0768, over 213.00 utterances.], tot_loss[loss=0.3567, simple_loss=0.3962, pruned_loss=0.1586, over 2473810.19 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07564, over 21752.19 utterances.], libri_tot_loss[loss=0.4041, simple_loss=0.429, pruned_loss=0.1961, over 2467367.13 frames. utt_duration=1223 frames, utt_pad_proportion=0.06515, over 8080.27 utterances.], giga_tot_loss[loss=0.3522, simple_loss=0.3923, pruned_loss=0.156, over 2474602.86 frames. utt_duration=426 frames, utt_pad_proportion=0.07693, over 23316.49 utterances.], batch size: 213, lr: 1.60e-03
2022-08-20 10:35:30,462 INFO [train.py:927] (7/8) Epoch 1, batch 17000, giga_loss[loss=0.314, simple_loss=0.367, pruned_loss=0.1305, over 12417.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.356, simple_loss=0.3953, pruned_loss=0.1584, over 2473790.81 frames. utt_duration=456.4 frames, utt_pad_proportion=0.08104, over 21748.76 utterances.], libri_tot_loss[loss=0.4018, simple_loss=0.4271, pruned_loss=0.1944, over 2467855.53 frames. utt_duration=1220 frames, utt_pad_proportion=0.06768, over 8102.22 utterances.], giga_tot_loss[loss=0.352, simple_loss=0.3922, pruned_loss=0.1559, over 2474319.48 frames. utt_duration=419.7 frames, utt_pad_proportion=0.0811, over 23662.76 utterances.], batch size: 80, lr: 1.59e-03
2022-08-20 10:37:10,973 INFO [train.py:927] (7/8) Epoch 1, batch 17050, giga_loss[loss=0.3363, simple_loss=0.391, pruned_loss=0.1408, over 12352.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.3513, simple_loss=0.3918, pruned_loss=0.1553, over 2473811.62 frames. utt_duration=463 frames, utt_pad_proportion=0.08126, over 21441.83 utterances.], libri_tot_loss[loss=0.3995, simple_loss=0.4251, pruned_loss=0.1928, over 2467978.14 frames. utt_duration=1218 frames, utt_pad_proportion=0.06737, over 8113.32 utterances.], giga_tot_loss[loss=0.3487, simple_loss=0.3901, pruned_loss=0.1537, over 2474312.65 frames. utt_duration=424.3 frames, utt_pad_proportion=0.08159, over 23406.29 utterances.], batch size: 97, lr: 1.59e-03
2022-08-20 10:38:53,747 INFO [train.py:927] (7/8) Epoch 1, batch 17100, libri_loss[loss=0.3442, simple_loss=0.404, pruned_loss=0.1423, over 12380.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006095, over 34.00 utterances.], tot_loss[loss=0.3502, simple_loss=0.3929, pruned_loss=0.1537, over 2473321.89 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08278, over 21867.20 utterances.], libri_tot_loss[loss=0.3984, simple_loss=0.426, pruned_loss=0.1912, over 2467657.44 frames. utt_duration=1221 frames, utt_pad_proportion=0.06585, over 8096.50 utterances.], giga_tot_loss[loss=0.3475, simple_loss=0.3897, pruned_loss=0.1527, over 2474199.54 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08353, over 23886.83 utterances.], batch size: 34, lr: 1.59e-03
2022-08-20 10:40:36,784 INFO [train.py:927] (7/8) Epoch 1, batch 17150, giga_loss[loss=0.2988, simple_loss=0.355, pruned_loss=0.1213, over 12379.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.02701, over 58.00 utterances.], tot_loss[loss=0.349, simple_loss=0.3909, pruned_loss=0.1536, over 2473358.41 frames. utt_duration=461.2 frames, utt_pad_proportion=0.082, over 21518.34 utterances.], libri_tot_loss[loss=0.3974, simple_loss=0.4247, pruned_loss=0.1906, over 2467795.13 frames. utt_duration=1215 frames, utt_pad_proportion=0.06895, over 8136.96 utterances.], giga_tot_loss[loss=0.3462, simple_loss=0.3884, pruned_loss=0.152, over 2474131.83 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08192, over 23525.32 utterances.], batch size: 58, lr: 1.59e-03
2022-08-20 10:42:20,514 INFO [train.py:927] (7/8) Epoch 1, batch 17200, giga_loss[loss=0.3253, simple_loss=0.3655, pruned_loss=0.1425, over 12407.00 frames. utt_duration=478.6 frames, utt_pad_proportion=0.03122, over 104.00 utterances.], tot_loss[loss=0.3437, simple_loss=0.3854, pruned_loss=0.151, over 2473563.36 frames. utt_duration=469.9 frames, utt_pad_proportion=0.08168, over 21121.19 utterances.], libri_tot_loss[loss=0.3945, simple_loss=0.4221, pruned_loss=0.1888, over 2468163.84 frames. utt_duration=1225 frames, utt_pad_proportion=0.06674, over 8069.06 utterances.], giga_tot_loss[loss=0.342, simple_loss=0.3843, pruned_loss=0.1498, over 2474090.58 frames. utt_duration=425.1 frames, utt_pad_proportion=0.08251, over 23363.37 utterances.], batch size: 104, lr: 1.59e-03
2022-08-20 10:44:07,400 INFO [train.py:927] (7/8) Epoch 1, batch 17250, libri_loss[loss=0.2943, simple_loss=0.337, pruned_loss=0.1258, over 12131.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005771, over 32.00 utterances.], tot_loss[loss=0.3425, simple_loss=0.3835, pruned_loss=0.1507, over 2473434.98 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07789, over 20530.31 utterances.], libri_tot_loss[loss=0.3938, simple_loss=0.4212, pruned_loss=0.1883, over 2468079.40 frames. utt_duration=1218 frames, utt_pad_proportion=0.06945, over 8115.29 utterances.], giga_tot_loss[loss=0.3404, simple_loss=0.3824, pruned_loss=0.1492, over 2474082.40 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07822, over 22646.13 utterances.], batch size: 32, lr: 1.58e-03
2022-08-20 10:45:51,421 INFO [train.py:927] (7/8) Epoch 1, batch 17300, giga_loss[loss=0.3054, simple_loss=0.3705, pruned_loss=0.1202, over 12394.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04791, over 161.00 utterances.], tot_loss[loss=0.3381, simple_loss=0.3816, pruned_loss=0.1473, over 2473656.74 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07694, over 20524.18 utterances.], libri_tot_loss[loss=0.3915, simple_loss=0.4194, pruned_loss=0.1868, over 2468257.95 frames. utt_duration=1212 frames, utt_pad_proportion=0.07179, over 8156.05 utterances.], giga_tot_loss[loss=0.3369, simple_loss=0.3812, pruned_loss=0.1463, over 2474198.63 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07669, over 22582.60 utterances.], batch size: 161, lr: 1.58e-03
2022-08-20 10:47:33,067 INFO [train.py:927] (7/8) Epoch 1, batch 17350, giga_loss[loss=0.3184, simple_loss=0.3781, pruned_loss=0.1294, over 12440.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03428, over 105.00 utterances.], tot_loss[loss=0.3307, simple_loss=0.3775, pruned_loss=0.142, over 2474570.22 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07388, over 21550.93 utterances.], libri_tot_loss[loss=0.3918, simple_loss=0.419, pruned_loss=0.1872, over 2468322.64 frames. utt_duration=1214 frames, utt_pad_proportion=0.07095, over 8145.80 utterances.], giga_tot_loss[loss=0.3287, simple_loss=0.377, pruned_loss=0.1402, over 2475003.53 frames. utt_duration=425.3 frames, utt_pad_proportion=0.0742, over 23360.00 utterances.], batch size: 105, lr: 1.58e-03
2022-08-20 10:49:17,330 INFO [train.py:927] (7/8) Epoch 1, batch 17400, libri_loss[loss=0.4109, simple_loss=0.4307, pruned_loss=0.1956, over 12278.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01097, over 28.00 utterances.], tot_loss[loss=0.3268, simple_loss=0.3752, pruned_loss=0.1392, over 2475637.70 frames. utt_duration=445 frames, utt_pad_proportion=0.07222, over 22327.35 utterances.], libri_tot_loss[loss=0.3946, simple_loss=0.4201, pruned_loss=0.1894, over 2468265.37 frames. utt_duration=1218 frames, utt_pad_proportion=0.07024, over 8117.75 utterances.], giga_tot_loss[loss=0.3216, simple_loss=0.3731, pruned_loss=0.135, over 2476134.86 frames. utt_duration=414.3 frames, utt_pad_proportion=0.07281, over 23988.78 utterances.], batch size: 28, lr: 1.58e-03
2022-08-20 10:50:59,692 INFO [train.py:927] (7/8) Epoch 1, batch 17450, giga_loss[loss=0.2824, simple_loss=0.3534, pruned_loss=0.1057, over 12348.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.034, over 51.00 utterances.], tot_loss[loss=0.3217, simple_loss=0.3735, pruned_loss=0.1349, over 2476167.71 frames. utt_duration=426.3 frames, utt_pad_proportion=0.07222, over 23311.04 utterances.], libri_tot_loss[loss=0.3943, simple_loss=0.4201, pruned_loss=0.189, over 2468559.24 frames. utt_duration=1220 frames, utt_pad_proportion=0.06941, over 8101.07 utterances.], giga_tot_loss[loss=0.3168, simple_loss=0.3712, pruned_loss=0.1312, over 2476389.14 frames. utt_duration=400 frames, utt_pad_proportion=0.07293, over 24855.20 utterances.], batch size: 51, lr: 1.57e-03
2022-08-20 10:52:41,933 INFO [train.py:927] (7/8) Epoch 1, batch 17500, giga_loss[loss=0.2594, simple_loss=0.3315, pruned_loss=0.09367, over 12328.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03456, over 58.00 utterances.], tot_loss[loss=0.3161, simple_loss=0.3701, pruned_loss=0.1311, over 2476450.34 frames. utt_duration=412.9 frames, utt_pad_proportion=0.07154, over 24075.91 utterances.], libri_tot_loss[loss=0.3937, simple_loss=0.4199, pruned_loss=0.1885, over 2468415.61 frames. utt_duration=1223 frames, utt_pad_proportion=0.06862, over 8081.64 utterances.], giga_tot_loss[loss=0.3118, simple_loss=0.3678, pruned_loss=0.1279, over 2476869.44 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07236, over 25539.46 utterances.], batch size: 58, lr: 1.57e-03
2022-08-20 10:54:24,442 INFO [train.py:927] (7/8) Epoch 1, batch 17550, giga_loss[loss=0.2999, simple_loss=0.3629, pruned_loss=0.1185, over 12394.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04035, over 133.00 utterances.], tot_loss[loss=0.3114, simple_loss=0.3669, pruned_loss=0.1279, over 2476856.14 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06781, over 23383.72 utterances.], libri_tot_loss[loss=0.3923, simple_loss=0.4187, pruned_loss=0.1875, over 2468368.70 frames. utt_duration=1223 frames, utt_pad_proportion=0.06788, over 8079.85 utterances.], giga_tot_loss[loss=0.307, simple_loss=0.3647, pruned_loss=0.1246, over 2477473.22 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06892, over 25000.20 utterances.], batch size: 133, lr: 1.57e-03
2022-08-20 10:56:09,435 INFO [train.py:927] (7/8) Epoch 1, batch 17600, giga_loss[loss=0.2771, simple_loss=0.3464, pruned_loss=0.104, over 12407.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06332, over 183.00 utterances.], tot_loss[loss=0.3059, simple_loss=0.3631, pruned_loss=0.1244, over 2476727.00 frames. utt_duration=402.4 frames, utt_pad_proportion=0.07364, over 24709.16 utterances.], libri_tot_loss[loss=0.3915, simple_loss=0.4181, pruned_loss=0.1868, over 2468321.59 frames. utt_duration=1228 frames, utt_pad_proportion=0.0672, over 8051.82 utterances.], giga_tot_loss[loss=0.302, simple_loss=0.3611, pruned_loss=0.1215, over 2477376.90 frames. utt_duration=379.3 frames, utt_pad_proportion=0.07438, over 26225.17 utterances.], batch size: 183, lr: 1.57e-03
2022-08-20 10:57:49,705 INFO [train.py:927] (7/8) Epoch 1, batch 17650, giga_loss[loss=0.2753, simple_loss=0.317, pruned_loss=0.1168, over 12345.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2005, over 367.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3621, pruned_loss=0.12, over 2476834.17 frames. utt_duration=397 frames, utt_pad_proportion=0.07499, over 25044.48 utterances.], libri_tot_loss[loss=0.3923, simple_loss=0.4216, pruned_loss=0.1858, over 2468394.75 frames. utt_duration=1233 frames, utt_pad_proportion=0.06573, over 8015.76 utterances.], giga_tot_loss[loss=0.2949, simple_loss=0.356, pruned_loss=0.1169, over 2477527.14 frames. utt_duration=372.2 frames, utt_pad_proportion=0.0759, over 26731.09 utterances.], batch size: 367, lr: 1.57e-03
2022-08-20 10:59:36,414 INFO [train.py:927] (7/8) Epoch 1, batch 17700, giga_loss[loss=0.2698, simple_loss=0.3212, pruned_loss=0.1092, over 12342.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1894, over 362.00 utterances.], tot_loss[loss=0.2962, simple_loss=0.3579, pruned_loss=0.1173, over 2476458.91 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07404, over 25241.72 utterances.], libri_tot_loss[loss=0.3921, simple_loss=0.4218, pruned_loss=0.1855, over 2468063.86 frames. utt_duration=1236 frames, utt_pad_proportion=0.06526, over 7998.64 utterances.], giga_tot_loss[loss=0.2907, simple_loss=0.3523, pruned_loss=0.1145, over 2477397.56 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07493, over 26747.05 utterances.], batch size: 362, lr: 1.56e-03
2022-08-20 11:01:28,413 INFO [train.py:927] (7/8) Epoch 1, batch 17750, giga_loss[loss=0.2944, simple_loss=0.3635, pruned_loss=0.1126, over 12378.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02753, over 70.00 utterances.], tot_loss[loss=0.2974, simple_loss=0.3582, pruned_loss=0.1183, over 2476805.86 frames. utt_duration=395.9 frames, utt_pad_proportion=0.07644, over 25117.64 utterances.], libri_tot_loss[loss=0.3901, simple_loss=0.4199, pruned_loss=0.1842, over 2468501.96 frames. utt_duration=1227 frames, utt_pad_proportion=0.06769, over 8056.53 utterances.], giga_tot_loss[loss=0.2903, simple_loss=0.3525, pruned_loss=0.1141, over 2477544.17 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07643, over 27080.70 utterances.], batch size: 70, lr: 1.56e-03
2022-08-20 11:03:29,139 INFO [train.py:927] (7/8) Epoch 1, batch 17800, giga_loss[loss=0.2721, simple_loss=0.3446, pruned_loss=0.0998, over 12425.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.0485, over 147.00 utterances.], tot_loss[loss=0.2957, simple_loss=0.3569, pruned_loss=0.1173, over 2476426.12 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07368, over 24498.52 utterances.], libri_tot_loss[loss=0.3881, simple_loss=0.418, pruned_loss=0.183, over 2468041.41 frames. utt_duration=1232 frames, utt_pad_proportion=0.06677, over 8020.60 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.3526, pruned_loss=0.1135, over 2477637.77 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07416, over 26488.32 utterances.], batch size: 147, lr: 1.56e-03
2022-08-20 11:05:26,967 INFO [train.py:927] (7/8) Epoch 1, batch 17850, giga_loss[loss=0.2768, simple_loss=0.3352, pruned_loss=0.1091, over 12410.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05817, over 182.00 utterances.], tot_loss[loss=0.2934, simple_loss=0.3553, pruned_loss=0.1157, over 2476792.05 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07591, over 24732.99 utterances.], libri_tot_loss[loss=0.3881, simple_loss=0.4183, pruned_loss=0.1828, over 2468357.52 frames. utt_duration=1222 frames, utt_pad_proportion=0.06975, over 8089.13 utterances.], giga_tot_loss[loss=0.2865, simple_loss=0.3503, pruned_loss=0.1114, over 2477660.59 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07535, over 26624.06 utterances.], batch size: 182, lr: 1.56e-03
2022-08-20 11:07:40,386 INFO [train.py:927] (7/8) Epoch 1, batch 17900, giga_loss[loss=0.3342, simple_loss=0.3647, pruned_loss=0.1519, over 12417.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09681, over 256.00 utterances.], tot_loss[loss=0.2889, simple_loss=0.3511, pruned_loss=0.1133, over 2477073.67 frames. utt_duration=390.1 frames, utt_pad_proportion=0.07618, over 25487.04 utterances.], libri_tot_loss[loss=0.3879, simple_loss=0.4182, pruned_loss=0.1826, over 2468052.40 frames. utt_duration=1224 frames, utt_pad_proportion=0.06923, over 8074.27 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3467, pruned_loss=0.1094, over 2478136.28 frames. utt_duration=366.4 frames, utt_pad_proportion=0.0759, over 27153.35 utterances.], batch size: 256, lr: 1.56e-03
2022-08-20 11:09:35,460 INFO [train.py:927] (7/8) Epoch 1, batch 17950, giga_loss[loss=0.2428, simple_loss=0.323, pruned_loss=0.08125, over 12361.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03228, over 51.00 utterances.], tot_loss[loss=0.2865, simple_loss=0.3496, pruned_loss=0.1116, over 2477254.99 frames. utt_duration=399 frames, utt_pad_proportion=0.07223, over 24914.16 utterances.], libri_tot_loss[loss=0.3885, simple_loss=0.4191, pruned_loss=0.1828, over 2468205.77 frames. utt_duration=1226 frames, utt_pad_proportion=0.06855, over 8065.25 utterances.], giga_tot_loss[loss=0.2798, simple_loss=0.3444, pruned_loss=0.1076, over 2478072.75 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07241, over 26462.35 utterances.], batch size: 51, lr: 1.55e-03
2022-08-20 11:11:38,935 INFO [train.py:927] (7/8) Epoch 1, batch 18000, giga_loss[loss=0.3061, simple_loss=0.3513, pruned_loss=0.1304, over 12393.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09782, over 256.00 utterances.], tot_loss[loss=0.2887, simple_loss=0.3526, pruned_loss=0.1124, over 2477653.00 frames. utt_duration=400 frames, utt_pad_proportion=0.07072, over 24854.47 utterances.], libri_tot_loss[loss=0.3896, simple_loss=0.4203, pruned_loss=0.1832, over 2468353.25 frames. utt_duration=1222 frames, utt_pad_proportion=0.06876, over 8092.24 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3464, pruned_loss=0.1077, over 2478299.80 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07088, over 26288.54 utterances.], batch size: 256, lr: 1.55e-03
2022-08-20 11:11:38,935 INFO [train.py:958] (7/8) Computing validation loss
2022-08-20 11:11:55,524 INFO [train.py:967] (7/8) 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 11:14:07,116 INFO [train.py:927] (7/8) Epoch 1, batch 18050, giga_loss[loss=0.3021, simple_loss=0.3664, pruned_loss=0.1189, over 12346.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03075, over 91.00 utterances.], tot_loss[loss=0.2868, simple_loss=0.3504, pruned_loss=0.1116, over 2477683.44 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06856, over 24438.44 utterances.], libri_tot_loss[loss=0.3897, simple_loss=0.4199, pruned_loss=0.1834, over 2468789.25 frames. utt_duration=1214 frames, utt_pad_proportion=0.07187, over 8145.76 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3446, pruned_loss=0.1065, over 2477973.51 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06797, over 25825.10 utterances.], batch size: 91, lr: 1.55e-03
2022-08-20 11:16:05,150 INFO [train.py:927] (7/8) Epoch 1, batch 18100, giga_loss[loss=0.2657, simple_loss=0.3622, pruned_loss=0.08466, over 12363.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.2875, simple_loss=0.3522, pruned_loss=0.1114, over 2477842.17 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06869, over 24433.19 utterances.], libri_tot_loss[loss=0.3885, simple_loss=0.4189, pruned_loss=0.1826, over 2468932.49 frames. utt_duration=1220 frames, utt_pad_proportion=0.06998, over 8105.24 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3463, pruned_loss=0.1058, over 2478237.58 frames. utt_duration=381.2 frames, utt_pad_proportion=0.0687, over 26093.04 utterances.], batch size: 62, lr: 1.55e-03
2022-08-20 11:18:02,633 INFO [train.py:927] (7/8) Epoch 1, batch 18150, giga_loss[loss=0.25, simple_loss=0.3389, pruned_loss=0.08056, over 12324.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03249, over 70.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3525, pruned_loss=0.1098, over 2477756.79 frames. utt_duration=411 frames, utt_pad_proportion=0.0663, over 24189.75 utterances.], libri_tot_loss[loss=0.3869, simple_loss=0.4174, pruned_loss=0.1816, over 2468663.03 frames. utt_duration=1225 frames, utt_pad_proportion=0.06884, over 8070.61 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3472, pruned_loss=0.1041, over 2478586.05 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06677, over 26014.47 utterances.], batch size: 70, lr: 1.55e-03
2022-08-20 11:20:07,983 INFO [train.py:927] (7/8) Epoch 1, batch 18200, libri_loss[loss=0.363, simple_loss=0.4209, pruned_loss=0.1525, over 12316.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006108, over 36.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3515, pruned_loss=0.1081, over 2477461.68 frames. utt_duration=427.8 frames, utt_pad_proportion=0.0618, over 23230.47 utterances.], libri_tot_loss[loss=0.3856, simple_loss=0.4164, pruned_loss=0.1807, over 2468606.90 frames. utt_duration=1229 frames, utt_pad_proportion=0.06756, over 8045.19 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3467, pruned_loss=0.1027, over 2478370.50 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06283, over 25057.82 utterances.], batch size: 36, lr: 1.54e-03
2022-08-20 11:22:31,996 INFO [train.py:927] (7/8) Epoch 1, batch 18250, giga_loss[loss=0.2998, simple_loss=0.3631, pruned_loss=0.1182, over 12468.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02416, over 80.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3507, pruned_loss=0.1086, over 2477557.83 frames. utt_duration=426.9 frames, utt_pad_proportion=0.06186, over 23281.61 utterances.], libri_tot_loss[loss=0.3853, simple_loss=0.4162, pruned_loss=0.1805, over 2468624.37 frames. utt_duration=1231 frames, utt_pad_proportion=0.06676, over 8030.60 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3462, pruned_loss=0.1036, over 2478348.07 frames. utt_duration=398.6 frames, utt_pad_proportion=0.0629, over 24949.23 utterances.], batch size: 80, lr: 1.54e-03
2022-08-20 11:24:33,570 INFO [train.py:927] (7/8) Epoch 1, batch 18300, libri_loss[loss=0.321, simple_loss=0.3797, pruned_loss=0.1311, over 12215.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007207, over 31.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3474, pruned_loss=0.1069, over 2477657.05 frames. utt_duration=433.3 frames, utt_pad_proportion=0.06081, over 22937.60 utterances.], libri_tot_loss[loss=0.3839, simple_loss=0.4152, pruned_loss=0.1794, over 2468417.34 frames. utt_duration=1238 frames, utt_pad_proportion=0.06531, over 7986.21 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3428, pruned_loss=0.1019, over 2478754.40 frames. utt_duration=402 frames, utt_pad_proportion=0.06212, over 24735.28 utterances.], batch size: 31, lr: 1.54e-03
2022-08-20 11:26:42,379 INFO [train.py:927] (7/8) Epoch 1, batch 18350, giga_loss[loss=0.2881, simple_loss=0.3605, pruned_loss=0.1079, over 12462.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03268, over 105.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3457, pruned_loss=0.1061, over 2477671.16 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06116, over 22982.68 utterances.], libri_tot_loss[loss=0.3833, simple_loss=0.4148, pruned_loss=0.179, over 2468400.42 frames. utt_duration=1228 frames, utt_pad_proportion=0.06856, over 8052.19 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3412, pruned_loss=0.1012, over 2478716.05 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06113, over 24608.29 utterances.], batch size: 105, lr: 1.54e-03
2022-08-20 11:28:46,356 INFO [train.py:927] (7/8) Epoch 1, batch 18400, giga_loss[loss=0.285, simple_loss=0.3343, pruned_loss=0.1179, over 12399.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03448, over 122.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3497, pruned_loss=0.1093, over 2476999.40 frames. utt_duration=436.9 frames, utt_pad_proportion=0.06131, over 22742.33 utterances.], libri_tot_loss[loss=0.3824, simple_loss=0.414, pruned_loss=0.1784, over 2468317.96 frames. utt_duration=1223 frames, utt_pad_proportion=0.06777, over 8080.08 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3445, pruned_loss=0.1033, over 2478220.21 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06141, over 24556.10 utterances.], batch size: 122, lr: 1.54e-03
2022-08-20 11:30:40,489 INFO [train.py:927] (7/8) Epoch 1, batch 18450, giga_loss[loss=0.3148, simple_loss=0.3595, pruned_loss=0.135, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03362, over 42.00 utterances.], tot_loss[loss=0.2854, simple_loss=0.3488, pruned_loss=0.111, over 2477268.14 frames. utt_duration=429.2 frames, utt_pad_proportion=0.06138, over 23152.87 utterances.], libri_tot_loss[loss=0.3833, simple_loss=0.4138, pruned_loss=0.1794, over 2468510.26 frames. utt_duration=1225 frames, utt_pad_proportion=0.06709, over 8069.02 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3438, pruned_loss=0.1044, over 2478171.45 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06166, over 24817.95 utterances.], batch size: 42, lr: 1.53e-03
2022-08-20 11:32:54,588 INFO [train.py:927] (7/8) Epoch 1, batch 18500, giga_loss[loss=0.2688, simple_loss=0.3496, pruned_loss=0.09398, over 12403.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03707, over 105.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3496, pruned_loss=0.1105, over 2477199.44 frames. utt_duration=429.2 frames, utt_pad_proportion=0.06355, over 23150.00 utterances.], libri_tot_loss[loss=0.3829, simple_loss=0.4134, pruned_loss=0.1791, over 2468578.51 frames. utt_duration=1227 frames, utt_pad_proportion=0.06658, over 8060.34 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3455, pruned_loss=0.1049, over 2477939.02 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06379, over 24600.97 utterances.], batch size: 105, lr: 1.53e-03
2022-08-20 11:35:11,298 INFO [train.py:927] (7/8) Epoch 1, batch 18550, giga_loss[loss=0.3045, simple_loss=0.3527, pruned_loss=0.1282, over 12448.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04876, over 161.00 utterances.], tot_loss[loss=0.2855, simple_loss=0.3493, pruned_loss=0.1108, over 2478062.82 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06494, over 23688.41 utterances.], libri_tot_loss[loss=0.3826, simple_loss=0.4133, pruned_loss=0.1788, over 2468566.25 frames. utt_duration=1210 frames, utt_pad_proportion=0.07091, over 8169.06 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3451, pruned_loss=0.1055, over 2478806.67 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06388, over 25003.11 utterances.], batch size: 161, lr: 1.53e-03
2022-08-20 11:37:17,866 INFO [train.py:927] (7/8) Epoch 1, batch 18600, giga_loss[loss=0.2847, simple_loss=0.3514, pruned_loss=0.109, over 12334.00 frames. utt_duration=625.7 frames, utt_pad_proportion=0.02532, over 79.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.344, pruned_loss=0.1079, over 2478032.49 frames. utt_duration=415 frames, utt_pad_proportion=0.06712, over 23952.57 utterances.], libri_tot_loss[loss=0.3823, simple_loss=0.4137, pruned_loss=0.1783, over 2468634.93 frames. utt_duration=1210 frames, utt_pad_proportion=0.07011, over 8168.58 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3391, pruned_loss=0.103, over 2478744.13 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06637, over 25274.58 utterances.], batch size: 79, lr: 1.53e-03
2022-08-20 11:39:09,259 INFO [train.py:927] (7/8) Epoch 1, batch 18650, giga_loss[loss=0.2689, simple_loss=0.3208, pruned_loss=0.1085, over 12383.00 frames. utt_duration=138.7 frames, utt_pad_proportion=0.1838, over 360.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3443, pruned_loss=0.1089, over 2477958.48 frames. utt_duration=417 frames, utt_pad_proportion=0.06537, over 23837.21 utterances.], libri_tot_loss[loss=0.3813, simple_loss=0.4126, pruned_loss=0.1777, over 2468596.28 frames. utt_duration=1217 frames, utt_pad_proportion=0.06895, over 8124.76 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3398, pruned_loss=0.1039, over 2478796.72 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06514, over 25280.38 utterances.], batch size: 360, lr: 1.53e-03
2022-08-20 11:41:10,111 INFO [train.py:927] (7/8) Epoch 1, batch 18700, giga_loss[loss=0.2994, simple_loss=0.3629, pruned_loss=0.118, over 12397.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04453, over 146.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.3423, pruned_loss=0.1074, over 2477555.30 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06946, over 24768.85 utterances.], libri_tot_loss[loss=0.3805, simple_loss=0.4121, pruned_loss=0.1771, over 2468512.71 frames. utt_duration=1205 frames, utt_pad_proportion=0.07281, over 8201.92 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3376, pruned_loss=0.1023, over 2478498.54 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06794, over 26218.26 utterances.], batch size: 146, lr: 1.52e-03
2022-08-20 11:43:19,995 INFO [train.py:927] (7/8) Epoch 1, batch 18750, giga_loss[loss=0.2794, simple_loss=0.3501, pruned_loss=0.1043, over 12438.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03094, over 98.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3389, pruned_loss=0.1048, over 2477533.07 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06751, over 24349.85 utterances.], libri_tot_loss[loss=0.3787, simple_loss=0.4106, pruned_loss=0.176, over 2468347.79 frames. utt_duration=1213 frames, utt_pad_proportion=0.07161, over 8149.43 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.335, pruned_loss=0.1002, over 2478630.21 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06676, over 25926.41 utterances.], batch size: 98, lr: 1.52e-03
2022-08-20 11:45:26,551 INFO [train.py:927] (7/8) Epoch 1, batch 18800, giga_loss[loss=0.2575, simple_loss=0.3116, pruned_loss=0.1017, over 12356.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1759, over 356.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3392, pruned_loss=0.1048, over 2477857.33 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06656, over 24220.42 utterances.], libri_tot_loss[loss=0.3788, simple_loss=0.4104, pruned_loss=0.1761, over 2468638.93 frames. utt_duration=1218 frames, utt_pad_proportion=0.07028, over 8117.97 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3348, pruned_loss=0.0996, over 2478675.34 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06634, over 25847.69 utterances.], batch size: 356, lr: 1.52e-03
2022-08-20 11:47:20,561 INFO [train.py:927] (7/8) Epoch 1, batch 18850, giga_loss[loss=0.2322, simple_loss=0.3056, pruned_loss=0.07941, over 12422.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.02818, over 122.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3379, pruned_loss=0.1041, over 2478224.26 frames. utt_duration=399.3 frames, utt_pad_proportion=0.0652, over 24899.75 utterances.], libri_tot_loss[loss=0.3787, simple_loss=0.4103, pruned_loss=0.1761, over 2468620.73 frames. utt_duration=1218 frames, utt_pad_proportion=0.07002, over 8118.38 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3343, pruned_loss=0.09979, over 2478914.42 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06516, over 26235.29 utterances.], batch size: 122, lr: 1.52e-03
2022-08-20 11:49:15,123 INFO [train.py:927] (7/8) Epoch 1, batch 18900, giga_loss[loss=0.3102, simple_loss=0.3774, pruned_loss=0.1214, over 12332.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.0315, over 91.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.346, pruned_loss=0.1059, over 2477614.16 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06535, over 24491.38 utterances.], libri_tot_loss[loss=0.3817, simple_loss=0.4147, pruned_loss=0.1768, over 2468651.91 frames. utt_duration=1223 frames, utt_pad_proportion=0.06873, over 8085.76 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3375, pruned_loss=0.1001, over 2478332.47 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06562, over 25956.70 utterances.], batch size: 91, lr: 1.52e-03
2022-08-20 11:51:10,925 INFO [train.py:927] (7/8) Epoch 1, batch 18950, giga_loss[loss=0.2739, simple_loss=0.3443, pruned_loss=0.1017, over 12401.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.02949, over 122.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3466, pruned_loss=0.1064, over 2477457.60 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06301, over 24215.61 utterances.], libri_tot_loss[loss=0.3803, simple_loss=0.4135, pruned_loss=0.1759, over 2468446.42 frames. utt_duration=1226 frames, utt_pad_proportion=0.06748, over 8063.78 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.339, pruned_loss=0.1007, over 2478484.02 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06369, over 25862.46 utterances.], batch size: 122, lr: 1.52e-03
2022-08-20 11:53:09,713 INFO [train.py:927] (7/8) Epoch 1, batch 19000, giga_loss[loss=0.2189, simple_loss=0.2954, pruned_loss=0.07114, over 12399.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07408, over 212.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3436, pruned_loss=0.1051, over 2477344.13 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06749, over 25190.28 utterances.], libri_tot_loss[loss=0.3791, simple_loss=0.4126, pruned_loss=0.1752, over 2468641.13 frames. utt_duration=1229 frames, utt_pad_proportion=0.06647, over 8044.68 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3371, pruned_loss=0.09992, over 2478132.35 frames. utt_duration=371 frames, utt_pad_proportion=0.06802, over 26802.08 utterances.], batch size: 212, lr: 1.51e-03
2022-08-20 11:55:09,654 INFO [train.py:927] (7/8) Epoch 1, batch 19050, giga_loss[loss=0.2583, simple_loss=0.3251, pruned_loss=0.0958, over 12368.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.02995, over 97.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3408, pruned_loss=0.1038, over 2477230.87 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06551, over 24429.73 utterances.], libri_tot_loss[loss=0.3772, simple_loss=0.411, pruned_loss=0.174, over 2468509.25 frames. utt_duration=1234 frames, utt_pad_proportion=0.06536, over 8013.79 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3355, pruned_loss=0.09922, over 2478170.07 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06638, over 26122.93 utterances.], batch size: 97, lr: 1.51e-03
2022-08-20 11:57:17,822 INFO [train.py:927] (7/8) Epoch 1, batch 19100, giga_loss[loss=0.2444, simple_loss=0.3242, pruned_loss=0.08229, over 12401.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02663, over 58.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3425, pruned_loss=0.1042, over 2477362.03 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06529, over 24268.89 utterances.], libri_tot_loss[loss=0.3765, simple_loss=0.4106, pruned_loss=0.1734, over 2468622.94 frames. utt_duration=1233 frames, utt_pad_proportion=0.06463, over 8019.20 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.337, pruned_loss=0.09947, over 2478211.85 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06623, over 25991.96 utterances.], batch size: 58, lr: 1.51e-03
2022-08-20 11:59:10,717 INFO [train.py:927] (7/8) Epoch 1, batch 19150, giga_loss[loss=0.2834, simple_loss=0.3579, pruned_loss=0.1044, over 12410.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.02796, over 62.00 utterances.], tot_loss[loss=0.277, simple_loss=0.3439, pruned_loss=0.105, over 2477816.26 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06296, over 23589.20 utterances.], libri_tot_loss[loss=0.3762, simple_loss=0.4106, pruned_loss=0.173, over 2468771.02 frames. utt_duration=1236 frames, utt_pad_proportion=0.06327, over 8001.78 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3377, pruned_loss=0.09964, over 2478600.74 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06427, over 25429.84 utterances.], batch size: 62, lr: 1.51e-03
2022-08-20 12:01:09,524 INFO [train.py:927] (7/8) Epoch 1, batch 19200, giga_loss[loss=0.2783, simple_loss=0.3523, pruned_loss=0.1022, over 12447.00 frames. utt_duration=409.2 frames, utt_pad_proportion=0.03026, over 122.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.3468, pruned_loss=0.1062, over 2477694.98 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06565, over 23877.30 utterances.], libri_tot_loss[loss=0.3769, simple_loss=0.4115, pruned_loss=0.1733, over 2468865.87 frames. utt_duration=1236 frames, utt_pad_proportion=0.06239, over 7999.70 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3399, pruned_loss=0.1006, over 2478401.03 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06677, over 25620.23 utterances.], batch size: 122, lr: 1.51e-03
2022-08-20 12:03:22,525 INFO [train.py:927] (7/8) Epoch 1, batch 19250, giga_loss[loss=0.2946, simple_loss=0.358, pruned_loss=0.1156, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05917, over 182.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3466, pruned_loss=0.1078, over 2477990.49 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07039, over 24349.15 utterances.], libri_tot_loss[loss=0.3756, simple_loss=0.4103, pruned_loss=0.1724, over 2468870.33 frames. utt_duration=1228 frames, utt_pad_proportion=0.06494, over 8049.71 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3392, pruned_loss=0.1011, over 2478929.98 frames. utt_duration=376.2 frames, utt_pad_proportion=0.0703, over 26438.96 utterances.], batch size: 182, lr: 1.50e-03
2022-08-20 12:05:19,681 INFO [train.py:927] (7/8) Epoch 1, batch 19300, giga_loss[loss=0.2731, simple_loss=0.337, pruned_loss=0.1046, over 12423.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05721, over 182.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3455, pruned_loss=0.108, over 2478188.21 frames. utt_duration=397.6 frames, utt_pad_proportion=0.0719, over 25005.00 utterances.], libri_tot_loss[loss=0.3746, simple_loss=0.4095, pruned_loss=0.1718, over 2468830.62 frames. utt_duration=1233 frames, utt_pad_proportion=0.06361, over 8021.54 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3386, pruned_loss=0.1014, over 2479218.42 frames. utt_duration=366.2 frames, utt_pad_proportion=0.07215, over 27169.11 utterances.], batch size: 182, lr: 1.50e-03
2022-08-20 12:07:26,157 INFO [train.py:927] (7/8) Epoch 1, batch 19350, giga_loss[loss=0.2539, simple_loss=0.3274, pruned_loss=0.09019, over 12334.00 frames. utt_duration=625.6 frames, utt_pad_proportion=0.02557, over 79.00 utterances.], tot_loss[loss=0.278, simple_loss=0.3421, pruned_loss=0.1069, over 2477162.03 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07132, over 24482.67 utterances.], libri_tot_loss[loss=0.3733, simple_loss=0.4084, pruned_loss=0.1711, over 2468873.77 frames. utt_duration=1232 frames, utt_pad_proportion=0.06361, over 8023.36 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3365, pruned_loss=0.1012, over 2478106.65 frames. utt_duration=375.2 frames, utt_pad_proportion=0.07159, over 26503.18 utterances.], batch size: 79, lr: 1.50e-03
2022-08-20 12:09:22,547 INFO [train.py:927] (7/8) Epoch 1, batch 19400, giga_loss[loss=0.2683, simple_loss=0.3305, pruned_loss=0.1031, over 12427.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06889, over 212.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.3421, pruned_loss=0.1061, over 2477607.26 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07178, over 24404.06 utterances.], libri_tot_loss[loss=0.3715, simple_loss=0.4069, pruned_loss=0.1699, over 2468919.23 frames. utt_duration=1225 frames, utt_pad_proportion=0.06674, over 8072.92 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3365, pruned_loss=0.1002, over 2478616.41 frames. utt_duration=374.3 frames, utt_pad_proportion=0.07128, over 26572.58 utterances.], batch size: 212, lr: 1.50e-03
2022-08-20 12:11:22,344 INFO [train.py:927] (7/8) Epoch 1, batch 19450, giga_loss[loss=0.2236, simple_loss=0.3142, pruned_loss=0.06644, over 12354.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03263, over 58.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3421, pruned_loss=0.104, over 2477413.10 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06999, over 23583.99 utterances.], libri_tot_loss[loss=0.3701, simple_loss=0.4057, pruned_loss=0.169, over 2468784.59 frames. utt_duration=1230 frames, utt_pad_proportion=0.06527, over 8037.05 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3369, pruned_loss=0.09833, over 2478591.55 frames. utt_duration=385.5 frames, utt_pad_proportion=0.07019, over 25800.66 utterances.], batch size: 58, lr: 1.50e-03
2022-08-20 12:13:27,476 INFO [train.py:927] (7/8) Epoch 1, batch 19500, giga_loss[loss=0.2804, simple_loss=0.3469, pruned_loss=0.107, over 12430.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04423, over 161.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.343, pruned_loss=0.1038, over 2477354.50 frames. utt_duration=417.7 frames, utt_pad_proportion=0.07176, over 23792.81 utterances.], libri_tot_loss[loss=0.3689, simple_loss=0.4051, pruned_loss=0.1681, over 2468823.56 frames. utt_duration=1237 frames, utt_pad_proportion=0.06386, over 7992.49 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3377, pruned_loss=0.09836, over 2478503.38 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07219, over 26021.65 utterances.], batch size: 161, lr: 1.50e-03
2022-08-20 12:15:31,730 INFO [train.py:927] (7/8) Epoch 1, batch 19550, giga_loss[loss=0.2907, simple_loss=0.3507, pruned_loss=0.1153, over 12382.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06038, over 182.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3438, pruned_loss=0.1038, over 2477969.08 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06973, over 23773.61 utterances.], libri_tot_loss[loss=0.3681, simple_loss=0.4046, pruned_loss=0.1675, over 2468998.45 frames. utt_duration=1230 frames, utt_pad_proportion=0.06751, over 8036.05 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3386, pruned_loss=0.09837, over 2478952.85 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06938, over 25914.67 utterances.], batch size: 182, lr: 1.49e-03
2022-08-20 12:17:47,474 INFO [train.py:927] (7/8) Epoch 1, batch 19600, giga_loss[loss=0.2753, simple_loss=0.3446, pruned_loss=0.103, over 12439.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05629, over 182.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.344, pruned_loss=0.1025, over 2478078.88 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06769, over 24081.15 utterances.], libri_tot_loss[loss=0.3683, simple_loss=0.4047, pruned_loss=0.1676, over 2468871.00 frames. utt_duration=1219 frames, utt_pad_proportion=0.07166, over 8110.72 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3393, pruned_loss=0.09765, over 2479024.66 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06652, over 25829.49 utterances.], batch size: 182, lr: 1.49e-03
2022-08-20 12:20:09,185 INFO [train.py:927] (7/8) Epoch 1, batch 19650, giga_loss[loss=0.3407, simple_loss=0.3969, pruned_loss=0.1422, over 12438.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.0381, over 133.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3482, pruned_loss=0.1049, over 2477685.73 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06934, over 24114.28 utterances.], libri_tot_loss[loss=0.3712, simple_loss=0.407, pruned_loss=0.1693, over 2469077.07 frames. utt_duration=1221 frames, utt_pad_proportion=0.07079, over 8098.11 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3416, pruned_loss=0.09861, over 2478384.17 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06853, over 25714.21 utterances.], batch size: 133, lr: 1.49e-03
2022-08-20 12:22:30,521 INFO [train.py:927] (7/8) Epoch 1, batch 19700, giga_loss[loss=0.2446, simple_loss=0.3261, pruned_loss=0.08152, over 12364.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.0253, over 70.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3483, pruned_loss=0.1073, over 2477639.15 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06573, over 23361.89 utterances.], libri_tot_loss[loss=0.3718, simple_loss=0.4068, pruned_loss=0.17, over 2469046.87 frames. utt_duration=1223 frames, utt_pad_proportion=0.06948, over 8085.80 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3419, pruned_loss=0.1003, over 2478417.27 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06566, over 25013.04 utterances.], batch size: 70, lr: 1.49e-03
2022-08-20 12:24:31,520 INFO [train.py:927] (7/8) Epoch 1, batch 19750, giga_loss[loss=0.2562, simple_loss=0.332, pruned_loss=0.09017, over 12373.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02934, over 85.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.347, pruned_loss=0.1068, over 2477181.08 frames. utt_duration=432.9 frames, utt_pad_proportion=0.06633, over 22952.29 utterances.], libri_tot_loss[loss=0.3713, simple_loss=0.4063, pruned_loss=0.1697, over 2468913.98 frames. utt_duration=1210 frames, utt_pad_proportion=0.07292, over 8173.97 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3407, pruned_loss=0.09966, over 2478160.31 frames. utt_duration=404 frames, utt_pad_proportion=0.06503, over 24609.32 utterances.], batch size: 85, lr: 1.49e-03
2022-08-20 12:26:31,953 INFO [train.py:927] (7/8) Epoch 1, batch 19800, giga_loss[loss=0.3148, simple_loss=0.3668, pruned_loss=0.1314, over 12389.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06023, over 182.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3475, pruned_loss=0.1068, over 2477521.77 frames. utt_duration=431.3 frames, utt_pad_proportion=0.06757, over 23041.87 utterances.], libri_tot_loss[loss=0.3699, simple_loss=0.4052, pruned_loss=0.1688, over 2469220.71 frames. utt_duration=1213 frames, utt_pad_proportion=0.07191, over 8154.76 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3425, pruned_loss=0.1008, over 2478161.08 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06674, over 24649.43 utterances.], batch size: 182, lr: 1.48e-03
2022-08-20 12:28:23,036 INFO [train.py:927] (7/8) Epoch 1, batch 19850, giga_loss[loss=0.2519, simple_loss=0.3265, pruned_loss=0.08868, over 12394.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0448, over 146.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3454, pruned_loss=0.1057, over 2478085.57 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06944, over 23525.45 utterances.], libri_tot_loss[loss=0.3699, simple_loss=0.4054, pruned_loss=0.1686, over 2469427.04 frames. utt_duration=1205 frames, utt_pad_proportion=0.0751, over 8210.58 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3403, pruned_loss=0.1002, over 2478523.00 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06761, over 24946.74 utterances.], batch size: 146, lr: 1.48e-03
2022-08-20 12:30:18,389 INFO [train.py:927] (7/8) Epoch 1, batch 19900, giga_loss[loss=0.3418, simple_loss=0.4058, pruned_loss=0.1389, over 12327.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04481, over 26.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3474, pruned_loss=0.1074, over 2478032.41 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07017, over 23886.58 utterances.], libri_tot_loss[loss=0.3702, simple_loss=0.4058, pruned_loss=0.1687, over 2469629.44 frames. utt_duration=1203 frames, utt_pad_proportion=0.0751, over 8223.54 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3422, pruned_loss=0.1021, over 2478315.46 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06867, over 25205.95 utterances.], batch size: 26, lr: 1.48e-03
2022-08-20 12:32:00,360 INFO [train.py:927] (7/8) Epoch 1, batch 19950, giga_loss[loss=0.3334, simple_loss=0.3968, pruned_loss=0.135, over 12440.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04407, over 134.00 utterances.], tot_loss[loss=0.2933, simple_loss=0.3567, pruned_loss=0.1149, over 2477512.26 frames. utt_duration=423 frames, utt_pad_proportion=0.06923, over 23496.30 utterances.], libri_tot_loss[loss=0.3695, simple_loss=0.4051, pruned_loss=0.1684, over 2469678.05 frames. utt_duration=1205 frames, utt_pad_proportion=0.07398, over 8207.91 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.352, pruned_loss=0.1097, over 2477888.01 frames. utt_duration=399 frames, utt_pad_proportion=0.06836, over 24917.54 utterances.], batch size: 134, lr: 1.48e-03
2022-08-20 12:33:42,923 INFO [train.py:927] (7/8) Epoch 1, batch 20000, giga_loss[loss=0.2597, simple_loss=0.3228, pruned_loss=0.09834, over 12323.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04941, over 26.00 utterances.], tot_loss[loss=0.2948, simple_loss=0.3565, pruned_loss=0.1165, over 2476552.12 frames. utt_duration=435.9 frames, utt_pad_proportion=0.0723, over 22791.43 utterances.], libri_tot_loss[loss=0.3692, simple_loss=0.4047, pruned_loss=0.1682, over 2469305.48 frames. utt_duration=1197 frames, utt_pad_proportion=0.07739, over 8263.11 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3522, pruned_loss=0.1116, over 2477320.76 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07041, over 24140.69 utterances.], batch size: 26, lr: 1.48e-03
2022-08-20 12:35:30,255 INFO [train.py:927] (7/8) Epoch 1, batch 20050, giga_loss[loss=0.2651, simple_loss=0.3218, pruned_loss=0.1042, over 12396.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.0389, over 113.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.351, pruned_loss=0.1141, over 2475651.57 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07456, over 22595.58 utterances.], libri_tot_loss[loss=0.3693, simple_loss=0.4053, pruned_loss=0.1681, over 2469002.41 frames. utt_duration=1200 frames, utt_pad_proportion=0.07622, over 8237.90 utterances.], giga_tot_loss[loss=0.2822, simple_loss=0.3459, pruned_loss=0.1092, over 2476654.86 frames. utt_duration=413.8 frames, utt_pad_proportion=0.07328, over 24018.51 utterances.], batch size: 113, lr: 1.48e-03
2022-08-20 12:37:12,737 INFO [train.py:927] (7/8) Epoch 1, batch 20100, giga_loss[loss=0.262, simple_loss=0.3235, pruned_loss=0.1002, over 12428.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03498, over 105.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3415, pruned_loss=0.1098, over 2475545.34 frames. utt_duration=453.4 frames, utt_pad_proportion=0.0735, over 21905.71 utterances.], libri_tot_loss[loss=0.3688, simple_loss=0.4049, pruned_loss=0.1677, over 2468767.39 frames. utt_duration=1203 frames, utt_pad_proportion=0.07483, over 8221.16 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3366, pruned_loss=0.1049, over 2476693.90 frames. utt_duration=425.3 frames, utt_pad_proportion=0.07292, over 23367.21 utterances.], batch size: 105, lr: 1.47e-03
2022-08-20 12:38:55,507 INFO [train.py:927] (7/8) Epoch 1, batch 20150, giga_loss[loss=0.2351, simple_loss=0.3024, pruned_loss=0.08394, over 12448.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03747, over 123.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3339, pruned_loss=0.1061, over 2476206.24 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07031, over 20835.45 utterances.], libri_tot_loss[loss=0.3672, simple_loss=0.4034, pruned_loss=0.1668, over 2468972.41 frames. utt_duration=1210 frames, utt_pad_proportion=0.07286, over 8175.16 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3291, pruned_loss=0.1011, over 2477202.27 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07066, over 22482.93 utterances.], batch size: 123, lr: 1.47e-03
2022-08-20 12:40:36,048 INFO [train.py:927] (7/8) Epoch 1, batch 20200, giga_loss[loss=0.2257, simple_loss=0.2886, pruned_loss=0.08144, over 12396.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04395, over 146.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3275, pruned_loss=0.1033, over 2475169.38 frames. utt_duration=475 frames, utt_pad_proportion=0.07013, over 20904.06 utterances.], libri_tot_loss[loss=0.3662, simple_loss=0.4023, pruned_loss=0.1663, over 2468694.17 frames. utt_duration=1211 frames, utt_pad_proportion=0.07235, over 8165.99 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.323, pruned_loss=0.09832, over 2476375.69 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07058, over 22506.34 utterances.], batch size: 146, lr: 1.47e-03
2022-08-20 12:42:17,384 INFO [train.py:927] (7/8) Epoch 1, batch 20250, giga_loss[loss=0.181, simple_loss=0.2586, pruned_loss=0.0517, over 12371.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3223, pruned_loss=0.1008, over 2473488.48 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06889, over 19826.02 utterances.], libri_tot_loss[loss=0.3667, simple_loss=0.4023, pruned_loss=0.1667, over 2468570.36 frames. utt_duration=1201 frames, utt_pad_proportion=0.0753, over 8232.75 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3174, pruned_loss=0.09537, over 2474660.34 frames. utt_duration=467.3 frames, utt_pad_proportion=0.0682, over 21246.97 utterances.], batch size: 58, lr: 1.47e-03
2022-08-20 12:44:00,667 INFO [train.py:927] (7/8) Epoch 1, batch 20300, giga_loss[loss=0.2258, simple_loss=0.2919, pruned_loss=0.07981, over 12424.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03402, over 113.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3163, pruned_loss=0.09849, over 2473935.84 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06826, over 19523.25 utterances.], libri_tot_loss[loss=0.3675, simple_loss=0.4021, pruned_loss=0.1677, over 2468506.37 frames. utt_duration=1206 frames, utt_pad_proportion=0.07464, over 8200.39 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3115, pruned_loss=0.09251, over 2475001.25 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06794, over 20824.54 utterances.], batch size: 113, lr: 1.47e-03
2022-08-20 12:45:44,336 INFO [train.py:927] (7/8) Epoch 1, batch 20350, giga_loss[loss=0.2343, simple_loss=0.2979, pruned_loss=0.0854, over 12390.00 frames. utt_duration=343.3 frames, utt_pad_proportion=0.03839, over 145.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3114, pruned_loss=0.094, over 2474067.43 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07382, over 19874.38 utterances.], libri_tot_loss[loss=0.3691, simple_loss=0.4047, pruned_loss=0.168, over 2468611.09 frames. utt_duration=1195 frames, utt_pad_proportion=0.07816, over 8273.58 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3041, pruned_loss=0.08802, over 2474889.33 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07212, over 21006.31 utterances.], batch size: 145, lr: 1.47e-03
2022-08-20 12:47:27,763 INFO [train.py:927] (7/8) Epoch 1, batch 20400, giga_loss[loss=0.3081, simple_loss=0.363, pruned_loss=0.1266, over 12382.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04147, over 133.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3177, pruned_loss=0.09878, over 2473831.39 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06924, over 19708.30 utterances.], libri_tot_loss[loss=0.3692, simple_loss=0.4046, pruned_loss=0.1681, over 2468712.85 frames. utt_duration=1198 frames, utt_pad_proportion=0.07693, over 8250.82 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3098, pruned_loss=0.09219, over 2474521.52 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06849, over 20913.46 utterances.], batch size: 133, lr: 1.46e-03
2022-08-20 12:49:10,504 INFO [train.py:927] (7/8) Epoch 1, batch 20450, libri_loss[loss=0.3574, simple_loss=0.3924, pruned_loss=0.1612, over 12248.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005091, over 34.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3305, pruned_loss=0.1063, over 2473477.62 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06341, over 18487.86 utterances.], libri_tot_loss[loss=0.3668, simple_loss=0.4025, pruned_loss=0.1667, over 2468187.94 frames. utt_duration=1210 frames, utt_pad_proportion=0.07436, over 8170.06 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3224, pruned_loss=0.09928, over 2474776.22 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06394, over 20042.43 utterances.], batch size: 34, lr: 1.46e-03
2022-08-20 12:50:54,258 INFO [train.py:927] (7/8) Epoch 1, batch 20500, giga_loss[loss=0.2706, simple_loss=0.3432, pruned_loss=0.09897, over 12366.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.03731, over 31.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.341, pruned_loss=0.1118, over 2473909.28 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06118, over 18700.77 utterances.], libri_tot_loss[loss=0.3667, simple_loss=0.4023, pruned_loss=0.1666, over 2468163.44 frames. utt_duration=1208 frames, utt_pad_proportion=0.0738, over 8182.51 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3336, pruned_loss=0.1052, over 2475063.88 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06185, over 20109.64 utterances.], batch size: 31, lr: 1.46e-03
2022-08-20 12:52:37,612 INFO [train.py:927] (7/8) Epoch 1, batch 20550, giga_loss[loss=0.3104, simple_loss=0.362, pruned_loss=0.1294, over 12230.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03312, over 45.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3446, pruned_loss=0.1124, over 2473087.01 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06644, over 19233.22 utterances.], libri_tot_loss[loss=0.3667, simple_loss=0.4025, pruned_loss=0.1666, over 2468321.32 frames. utt_duration=1208 frames, utt_pad_proportion=0.07374, over 8185.58 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3378, pruned_loss=0.1066, over 2473932.11 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06664, over 20481.44 utterances.], batch size: 45, lr: 1.46e-03
2022-08-20 12:54:20,874 INFO [train.py:927] (7/8) Epoch 1, batch 20600, giga_loss[loss=0.2812, simple_loss=0.3531, pruned_loss=0.1047, over 12455.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03365, over 86.00 utterances.], tot_loss[loss=0.2884, simple_loss=0.3477, pruned_loss=0.1146, over 2473099.36 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06751, over 18654.26 utterances.], libri_tot_loss[loss=0.365, simple_loss=0.4011, pruned_loss=0.1655, over 2468328.05 frames. utt_duration=1214 frames, utt_pad_proportion=0.07184, over 8144.66 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3417, pruned_loss=0.1092, over 2473926.21 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06829, over 20040.60 utterances.], batch size: 86, lr: 1.46e-03
2022-08-20 12:56:03,993 INFO [train.py:927] (7/8) Epoch 1, batch 20650, giga_loss[loss=0.2746, simple_loss=0.3577, pruned_loss=0.09569, over 12430.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03635, over 113.00 utterances.], tot_loss[loss=0.2943, simple_loss=0.3535, pruned_loss=0.1176, over 2473011.28 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06597, over 18394.94 utterances.], libri_tot_loss[loss=0.3657, simple_loss=0.4018, pruned_loss=0.1658, over 2468165.58 frames. utt_duration=1213 frames, utt_pad_proportion=0.07143, over 8149.53 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.3471, pruned_loss=0.1121, over 2473903.68 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06681, over 19683.31 utterances.], batch size: 113, lr: 1.46e-03
2022-08-20 12:57:45,616 INFO [train.py:927] (7/8) Epoch 1, batch 20700, giga_loss[loss=0.2813, simple_loss=0.3553, pruned_loss=0.1037, over 12380.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03457, over 122.00 utterances.], tot_loss[loss=0.2967, simple_loss=0.3565, pruned_loss=0.1185, over 2473362.01 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06144, over 18082.10 utterances.], libri_tot_loss[loss=0.364, simple_loss=0.4002, pruned_loss=0.1649, over 2468114.72 frames. utt_duration=1219 frames, utt_pad_proportion=0.06986, over 8107.06 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3513, pruned_loss=0.1134, over 2474276.32 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06292, over 19469.33 utterances.], batch size: 122, lr: 1.45e-03
2022-08-20 12:59:28,884 INFO [train.py:927] (7/8) Epoch 1, batch 20750, giga_loss[loss=0.2692, simple_loss=0.3486, pruned_loss=0.09487, over 12413.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03424, over 75.00 utterances.], tot_loss[loss=0.2965, simple_loss=0.357, pruned_loss=0.1179, over 2473205.65 frames. utt_duration=557 frames, utt_pad_proportion=0.0619, over 17810.00 utterances.], libri_tot_loss[loss=0.3622, simple_loss=0.3987, pruned_loss=0.1638, over 2467961.22 frames. utt_duration=1224 frames, utt_pad_proportion=0.06882, over 8072.21 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.3531, pruned_loss=0.1135, over 2474228.29 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06339, over 19219.31 utterances.], batch size: 75, lr: 1.45e-03
2022-08-20 13:01:10,477 INFO [train.py:927] (7/8) Epoch 1, batch 20800, giga_loss[loss=0.3097, simple_loss=0.3657, pruned_loss=0.1268, over 12451.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03501, over 123.00 utterances.], tot_loss[loss=0.2977, simple_loss=0.3588, pruned_loss=0.1183, over 2473347.75 frames. utt_duration=579.5 frames, utt_pad_proportion=0.05898, over 17117.08 utterances.], libri_tot_loss[loss=0.3627, simple_loss=0.3991, pruned_loss=0.164, over 2467839.06 frames. utt_duration=1220 frames, utt_pad_proportion=0.07119, over 8099.53 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.3536, pruned_loss=0.1128, over 2474478.60 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05918, over 18569.63 utterances.], batch size: 123, lr: 1.45e-03
2022-08-20 13:02:54,233 INFO [train.py:927] (7/8) Epoch 1, batch 20850, libri_loss[loss=0.3867, simple_loss=0.4125, pruned_loss=0.1805, over 12446.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01025, over 39.00 utterances.], tot_loss[loss=0.3044, simple_loss=0.3636, pruned_loss=0.1227, over 2473665.56 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05831, over 16969.94 utterances.], libri_tot_loss[loss=0.3644, simple_loss=0.4008, pruned_loss=0.1649, over 2468071.52 frames. utt_duration=1224 frames, utt_pad_proportion=0.06982, over 8074.31 utterances.], giga_tot_loss[loss=0.295, simple_loss=0.3571, pruned_loss=0.1165, over 2474469.65 frames. utt_duration=540.6 frames, utt_pad_proportion=0.05894, over 18358.20 utterances.], batch size: 39, lr: 1.45e-03
2022-08-20 13:04:38,523 INFO [train.py:927] (7/8) Epoch 1, batch 20900, giga_loss[loss=0.3292, simple_loss=0.3764, pruned_loss=0.1409, over 12422.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03898, over 105.00 utterances.], tot_loss[loss=0.3059, simple_loss=0.3631, pruned_loss=0.1243, over 2473480.61 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06939, over 17472.99 utterances.], libri_tot_loss[loss=0.3644, simple_loss=0.4007, pruned_loss=0.1649, over 2468012.31 frames. utt_duration=1213 frames, utt_pad_proportion=0.07376, over 8145.81 utterances.], giga_tot_loss[loss=0.2977, simple_loss=0.3576, pruned_loss=0.1188, over 2474263.25 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06757, over 18623.20 utterances.], batch size: 105, lr: 1.45e-03
2022-08-20 13:06:22,065 INFO [train.py:927] (7/8) Epoch 1, batch 20950, giga_loss[loss=0.2791, simple_loss=0.3402, pruned_loss=0.109, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0273, over 45.00 utterances.], tot_loss[loss=0.3057, simple_loss=0.3622, pruned_loss=0.1246, over 2472797.85 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06942, over 17422.76 utterances.], libri_tot_loss[loss=0.3627, simple_loss=0.3993, pruned_loss=0.1639, over 2467471.21 frames. utt_duration=1218 frames, utt_pad_proportion=0.07197, over 8115.25 utterances.], giga_tot_loss[loss=0.2987, simple_loss=0.3578, pruned_loss=0.1198, over 2474107.07 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06866, over 18681.38 utterances.], batch size: 45, lr: 1.45e-03
2022-08-20 13:08:08,048 INFO [train.py:927] (7/8) Epoch 1, batch 21000, giga_loss[loss=0.3387, simple_loss=0.3763, pruned_loss=0.1506, over 12376.00 frames. utt_duration=1239 frames, utt_pad_proportion=0.03885, over 40.00 utterances.], tot_loss[loss=0.3023, simple_loss=0.3601, pruned_loss=0.1222, over 2472301.20 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06698, over 17451.30 utterances.], libri_tot_loss[loss=0.3623, simple_loss=0.399, pruned_loss=0.1637, over 2467429.29 frames. utt_duration=1220 frames, utt_pad_proportion=0.07142, over 8102.14 utterances.], giga_tot_loss[loss=0.2966, simple_loss=0.3566, pruned_loss=0.1183, over 2473396.96 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06673, over 18535.38 utterances.], batch size: 40, lr: 1.44e-03
2022-08-20 13:08:08,049 INFO [train.py:958] (7/8) Computing validation loss
2022-08-20 13:08:21,333 INFO [train.py:967] (7/8) 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] (7/8) Epoch 1, batch 21050, giga_loss[loss=0.249, simple_loss=0.3097, pruned_loss=0.09416, over 12437.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03044, over 80.00 utterances.], tot_loss[loss=0.2973, simple_loss=0.3554, pruned_loss=0.1196, over 2472372.26 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06723, over 17622.45 utterances.], libri_tot_loss[loss=0.3623, simple_loss=0.3986, pruned_loss=0.1638, over 2467588.64 frames. utt_duration=1216 frames, utt_pad_proportion=0.07342, over 8127.39 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3516, pruned_loss=0.115, over 2473260.85 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06605, over 18774.60 utterances.], batch size: 80, lr: 1.44e-03
2022-08-20 13:11:48,243 INFO [train.py:927] (7/8) Epoch 1, batch 21100, giga_loss[loss=0.2595, simple_loss=0.2967, pruned_loss=0.1111, over 12348.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2042, over 369.00 utterances.], tot_loss[loss=0.2893, simple_loss=0.3482, pruned_loss=0.1152, over 2472905.59 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06989, over 18568.57 utterances.], libri_tot_loss[loss=0.3617, simple_loss=0.3979, pruned_loss=0.1635, over 2467593.96 frames. utt_duration=1216 frames, utt_pad_proportion=0.07291, over 8128.14 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3447, pruned_loss=0.1107, over 2473765.19 frames. utt_duration=503.6 frames, utt_pad_proportion=0.069, over 19708.85 utterances.], batch size: 369, lr: 1.44e-03
2022-08-20 13:13:30,611 INFO [train.py:927] (7/8) Epoch 1, batch 21150, giga_loss[loss=0.25, simple_loss=0.3202, pruned_loss=0.08989, over 12251.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02986, over 42.00 utterances.], tot_loss[loss=0.2887, simple_loss=0.3476, pruned_loss=0.1149, over 2471221.54 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06456, over 17409.13 utterances.], libri_tot_loss[loss=0.3621, simple_loss=0.3978, pruned_loss=0.164, over 2467569.36 frames. utt_duration=1215 frames, utt_pad_proportion=0.07154, over 8130.80 utterances.], giga_tot_loss[loss=0.2802, simple_loss=0.3429, pruned_loss=0.1088, over 2472147.54 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06454, over 18733.98 utterances.], batch size: 42, lr: 1.44e-03
2022-08-20 13:15:18,529 INFO [train.py:927] (7/8) Epoch 1, batch 21200, libri_loss[loss=0.3282, simple_loss=0.3678, pruned_loss=0.1443, over 12336.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006716, over 33.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3457, pruned_loss=0.1132, over 2471799.53 frames. utt_duration=591 frames, utt_pad_proportion=0.06268, over 16773.33 utterances.], libri_tot_loss[loss=0.3608, simple_loss=0.3972, pruned_loss=0.1629, over 2467558.48 frames. utt_duration=1221 frames, utt_pad_proportion=0.06973, over 8092.78 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3407, pruned_loss=0.1076, over 2472692.40 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06343, over 18167.08 utterances.], batch size: 33, lr: 1.44e-03
2022-08-20 13:16:57,281 INFO [train.py:927] (7/8) Epoch 1, batch 21250, giga_loss[loss=0.2287, simple_loss=0.3017, pruned_loss=0.07786, over 12406.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02327, over 48.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.3404, pruned_loss=0.1097, over 2472574.71 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05755, over 16335.35 utterances.], libri_tot_loss[loss=0.3604, simple_loss=0.3968, pruned_loss=0.1627, over 2467567.84 frames. utt_duration=1224 frames, utt_pad_proportion=0.06896, over 8074.50 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3361, pruned_loss=0.1048, over 2473327.44 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05877, over 17563.43 utterances.], batch size: 48, lr: 1.44e-03
2022-08-20 13:18:36,187 INFO [train.py:927] (7/8) Epoch 1, batch 21300, giga_loss[loss=0.3325, simple_loss=0.3728, pruned_loss=0.1461, over 12382.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07822, over 213.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.3371, pruned_loss=0.1087, over 2472593.20 frames. utt_duration=610.9 frames, utt_pad_proportion=0.0545, over 16229.97 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3963, pruned_loss=0.1629, over 2467735.87 frames. utt_duration=1231 frames, utt_pad_proportion=0.06719, over 8030.71 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3322, pruned_loss=0.103, over 2473177.11 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05627, over 17510.02 utterances.], batch size: 213, lr: 1.43e-03
2022-08-20 13:20:14,463 INFO [train.py:927] (7/8) Epoch 1, batch 21350, giga_loss[loss=0.2337, simple_loss=0.2924, pruned_loss=0.08754, over 12222.00 frames. utt_duration=1360 frames, utt_pad_proportion=0.02946, over 36.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3337, pruned_loss=0.1056, over 2472380.24 frames. utt_duration=598 frames, utt_pad_proportion=0.0551, over 16580.05 utterances.], libri_tot_loss[loss=0.3615, simple_loss=0.3983, pruned_loss=0.163, over 2467769.27 frames. utt_duration=1234 frames, utt_pad_proportion=0.06686, over 8011.43 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3275, pruned_loss=0.1005, over 2472857.44 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05654, over 17682.28 utterances.], batch size: 36, lr: 1.43e-03
2022-08-20 13:21:55,690 INFO [train.py:927] (7/8) Epoch 1, batch 21400, giga_loss[loss=0.216, simple_loss=0.2934, pruned_loss=0.06933, over 12376.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02744, over 66.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3315, pruned_loss=0.1055, over 2471918.17 frames. utt_duration=621.4 frames, utt_pad_proportion=0.05479, over 15950.79 utterances.], libri_tot_loss[loss=0.3613, simple_loss=0.3975, pruned_loss=0.1632, over 2468285.18 frames. utt_duration=1242 frames, utt_pad_proportion=0.06406, over 7957.11 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.324, pruned_loss=0.09839, over 2472071.75 frames. utt_duration=573.2 frames, utt_pad_proportion=0.0569, over 17296.93 utterances.], batch size: 66, lr: 1.43e-03
2022-08-20 13:23:33,538 INFO [train.py:927] (7/8) Epoch 1, batch 21450, giga_loss[loss=0.2407, simple_loss=0.306, pruned_loss=0.08771, over 12338.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03052, over 48.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3275, pruned_loss=0.1029, over 2472407.44 frames. utt_duration=636.8 frames, utt_pad_proportion=0.05169, over 15567.45 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3967, pruned_loss=0.1626, over 2468367.39 frames. utt_duration=1247 frames, utt_pad_proportion=0.06313, over 7930.25 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3212, pruned_loss=0.0967, over 2472523.52 frames. utt_duration=590.2 frames, utt_pad_proportion=0.05395, over 16800.40 utterances.], batch size: 48, lr: 1.43e-03
2022-08-20 13:25:16,305 INFO [train.py:927] (7/8) Epoch 1, batch 21500, giga_loss[loss=0.2817, simple_loss=0.3538, pruned_loss=0.1048, over 12359.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03286, over 62.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3317, pruned_loss=0.1061, over 2472475.53 frames. utt_duration=643.3 frames, utt_pad_proportion=0.05105, over 15409.79 utterances.], libri_tot_loss[loss=0.3601, simple_loss=0.3962, pruned_loss=0.1627, over 2468216.17 frames. utt_duration=1246 frames, utt_pad_proportion=0.06298, over 7932.04 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3256, pruned_loss=0.09991, over 2472804.38 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05285, over 16559.61 utterances.], batch size: 62, lr: 1.43e-03
2022-08-20 13:26:57,922 INFO [train.py:927] (7/8) Epoch 1, batch 21550, giga_loss[loss=0.3128, simple_loss=0.3664, pruned_loss=0.1296, over 12332.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03482, over 62.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.34, pruned_loss=0.1122, over 2473173.25 frames. utt_duration=635 frames, utt_pad_proportion=0.05163, over 15616.33 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3961, pruned_loss=0.1628, over 2468504.81 frames. utt_duration=1232 frames, utt_pad_proportion=0.06642, over 8025.89 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3332, pruned_loss=0.1054, over 2473319.51 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05131, over 16694.57 utterances.], batch size: 62, lr: 1.43e-03
2022-08-20 13:28:37,391 INFO [train.py:927] (7/8) Epoch 1, batch 21600, giga_loss[loss=0.295, simple_loss=0.3684, pruned_loss=0.1108, over 12315.00 frames. utt_duration=625.2 frames, utt_pad_proportion=0.02925, over 79.00 utterances.], tot_loss[loss=0.289, simple_loss=0.3473, pruned_loss=0.1154, over 2473056.10 frames. utt_duration=615.7 frames, utt_pad_proportion=0.05044, over 16104.94 utterances.], libri_tot_loss[loss=0.361, simple_loss=0.3967, pruned_loss=0.1633, over 2468447.80 frames. utt_duration=1231 frames, utt_pad_proportion=0.06599, over 8028.60 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.341, pruned_loss=0.1092, over 2473260.04 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05037, over 17018.57 utterances.], batch size: 79, lr: 1.42e-03
2022-08-20 13:30:16,857 INFO [train.py:927] (7/8) Epoch 1, batch 21650, giga_loss[loss=0.2911, simple_loss=0.3576, pruned_loss=0.1123, over 12425.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04535, over 31.00 utterances.], tot_loss[loss=0.298, simple_loss=0.3568, pruned_loss=0.1196, over 2472846.40 frames. utt_duration=590.2 frames, utt_pad_proportion=0.05871, over 16803.25 utterances.], libri_tot_loss[loss=0.3634, simple_loss=0.3998, pruned_loss=0.1641, over 2468264.08 frames. utt_duration=1230 frames, utt_pad_proportion=0.06611, over 8034.98 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3486, pruned_loss=0.1134, over 2473243.85 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05818, over 17635.48 utterances.], batch size: 31, lr: 1.42e-03
2022-08-20 13:31:57,131 INFO [train.py:927] (7/8) Epoch 1, batch 21700, giga_loss[loss=0.3591, simple_loss=0.405, pruned_loss=0.1566, over 12188.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.02905, over 36.00 utterances.], tot_loss[loss=0.2967, simple_loss=0.3565, pruned_loss=0.1185, over 2473248.34 frames. utt_duration=585.7 frames, utt_pad_proportion=0.05743, over 16934.01 utterances.], libri_tot_loss[loss=0.3645, simple_loss=0.4007, pruned_loss=0.1647, over 2468334.00 frames. utt_duration=1222 frames, utt_pad_proportion=0.06778, over 8089.55 utterances.], giga_tot_loss[loss=0.2852, simple_loss=0.3475, pruned_loss=0.1114, over 2473663.29 frames. utt_duration=556 frames, utt_pad_proportion=0.05611, over 17842.91 utterances.], batch size: 36, lr: 1.42e-03
2022-08-20 13:33:38,426 INFO [train.py:927] (7/8) Epoch 1, batch 21750, giga_loss[loss=0.3015, simple_loss=0.3702, pruned_loss=0.1165, over 12380.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03969, over 113.00 utterances.], tot_loss[loss=0.2949, simple_loss=0.355, pruned_loss=0.1174, over 2473167.75 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06348, over 17175.81 utterances.], libri_tot_loss[loss=0.3643, simple_loss=0.4004, pruned_loss=0.1647, over 2468102.61 frames. utt_duration=1225 frames, utt_pad_proportion=0.06704, over 8068.78 utterances.], giga_tot_loss[loss=0.2846, simple_loss=0.3474, pruned_loss=0.1109, over 2473820.15 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06246, over 18083.94 utterances.], batch size: 113, lr: 1.42e-03
2022-08-20 13:35:20,605 INFO [train.py:927] (7/8) Epoch 1, batch 21800, giga_loss[loss=0.2963, simple_loss=0.365, pruned_loss=0.1138, over 12419.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04518, over 31.00 utterances.], tot_loss[loss=0.2975, simple_loss=0.3571, pruned_loss=0.119, over 2473217.80 frames. utt_duration=596.2 frames, utt_pad_proportion=0.05927, over 16636.06 utterances.], libri_tot_loss[loss=0.3635, simple_loss=0.3993, pruned_loss=0.1644, over 2468141.17 frames. utt_duration=1233 frames, utt_pad_proportion=0.06536, over 8019.26 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3506, pruned_loss=0.1125, over 2473846.59 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05928, over 17699.29 utterances.], batch size: 31, lr: 1.42e-03
2022-08-20 13:37:01,751 INFO [train.py:927] (7/8) Epoch 1, batch 21850, giga_loss[loss=0.2939, simple_loss=0.3533, pruned_loss=0.1173, over 12450.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03465, over 37.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.3595, pruned_loss=0.1216, over 2472993.38 frames. utt_duration=549 frames, utt_pad_proportion=0.06915, over 18067.74 utterances.], libri_tot_loss[loss=0.3632, simple_loss=0.3991, pruned_loss=0.1642, over 2467898.63 frames. utt_duration=1232 frames, utt_pad_proportion=0.06511, over 8024.07 utterances.], giga_tot_loss[loss=0.2928, simple_loss=0.3538, pruned_loss=0.1159, over 2473773.28 frames. utt_duration=520.8 frames, utt_pad_proportion=0.0687, over 19054.55 utterances.], batch size: 37, lr: 1.42e-03
2022-08-20 13:38:43,245 INFO [train.py:927] (7/8) Epoch 1, batch 21900, giga_loss[loss=0.2848, simple_loss=0.3455, pruned_loss=0.112, over 12430.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03835, over 37.00 utterances.], tot_loss[loss=0.3021, simple_loss=0.3607, pruned_loss=0.1217, over 2473127.21 frames. utt_duration=533.8 frames, utt_pad_proportion=0.07125, over 18583.99 utterances.], libri_tot_loss[loss=0.3639, simple_loss=0.4004, pruned_loss=0.1643, over 2467963.94 frames. utt_duration=1235 frames, utt_pad_proportion=0.06467, over 8004.87 utterances.], giga_tot_loss[loss=0.2941, simple_loss=0.3547, pruned_loss=0.1168, over 2473721.77 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07099, over 19475.89 utterances.], batch size: 37, lr: 1.42e-03
2022-08-20 13:40:23,926 INFO [train.py:927] (7/8) Epoch 1, batch 21950, giga_loss[loss=0.2576, simple_loss=0.3403, pruned_loss=0.08742, over 12317.00 frames. utt_duration=625.3 frames, utt_pad_proportion=0.02758, over 79.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3618, pruned_loss=0.122, over 2472304.51 frames. utt_duration=577.4 frames, utt_pad_proportion=0.0654, over 17171.52 utterances.], libri_tot_loss[loss=0.3643, simple_loss=0.4001, pruned_loss=0.1648, over 2468160.36 frames. utt_duration=1236 frames, utt_pad_proportion=0.06373, over 7996.94 utterances.], giga_tot_loss[loss=0.2949, simple_loss=0.3563, pruned_loss=0.1167, over 2472698.71 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06584, over 18104.52 utterances.], batch size: 79, lr: 1.41e-03
2022-08-20 13:42:05,069 INFO [train.py:927] (7/8) Epoch 1, batch 22000, giga_loss[loss=0.2681, simple_loss=0.3317, pruned_loss=0.1023, over 12429.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04629, over 34.00 utterances.], tot_loss[loss=0.3003, simple_loss=0.3607, pruned_loss=0.12, over 2471838.24 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06107, over 16596.89 utterances.], libri_tot_loss[loss=0.3637, simple_loss=0.3998, pruned_loss=0.1643, over 2468036.99 frames. utt_duration=1237 frames, utt_pad_proportion=0.06331, over 7991.11 utterances.], giga_tot_loss[loss=0.2937, simple_loss=0.3562, pruned_loss=0.1156, over 2472301.53 frames. utt_duration=567.9 frames, utt_pad_proportion=0.0618, over 17459.78 utterances.], batch size: 34, lr: 1.41e-03
2022-08-20 13:43:52,116 INFO [train.py:927] (7/8) Epoch 1, batch 22050, giga_loss[loss=0.325, simple_loss=0.3799, pruned_loss=0.135, over 12389.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05131, over 161.00 utterances.], tot_loss[loss=0.2985, simple_loss=0.3594, pruned_loss=0.1188, over 2471803.25 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06159, over 16423.84 utterances.], libri_tot_loss[loss=0.3638, simple_loss=0.4005, pruned_loss=0.164, over 2468289.00 frames. utt_duration=1235 frames, utt_pad_proportion=0.06284, over 8004.05 utterances.], giga_tot_loss[loss=0.2913, simple_loss=0.3541, pruned_loss=0.1143, over 2472046.23 frames. utt_duration=571.9 frames, utt_pad_proportion=0.06232, over 17336.84 utterances.], batch size: 161, lr: 1.41e-03
2022-08-20 13:45:33,628 INFO [train.py:927] (7/8) Epoch 1, batch 22100, giga_loss[loss=0.2816, simple_loss=0.338, pruned_loss=0.1126, over 12452.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04517, over 34.00 utterances.], tot_loss[loss=0.2957, simple_loss=0.3565, pruned_loss=0.1175, over 2472094.94 frames. utt_duration=627.1 frames, utt_pad_proportion=0.06083, over 15806.58 utterances.], libri_tot_loss[loss=0.3629, simple_loss=0.3994, pruned_loss=0.1637, over 2468135.07 frames. utt_duration=1240 frames, utt_pad_proportion=0.062, over 7970.19 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.3525, pruned_loss=0.1134, over 2472521.26 frames. utt_duration=593.3 frames, utt_pad_proportion=0.0618, over 16712.15 utterances.], batch size: 34, lr: 1.41e-03
2022-08-20 13:47:13,946 INFO [train.py:927] (7/8) Epoch 1, batch 22150, giga_loss[loss=0.2732, simple_loss=0.3431, pruned_loss=0.1016, over 12467.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03461, over 86.00 utterances.], tot_loss[loss=0.2967, simple_loss=0.3576, pruned_loss=0.118, over 2471978.21 frames. utt_duration=653.1 frames, utt_pad_proportion=0.05997, over 15174.73 utterances.], libri_tot_loss[loss=0.3623, simple_loss=0.3989, pruned_loss=0.1633, over 2467937.11 frames. utt_duration=1244 frames, utt_pad_proportion=0.0607, over 7947.53 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3536, pruned_loss=0.1138, over 2472607.78 frames. utt_duration=614.8 frames, utt_pad_proportion=0.0614, over 16127.82 utterances.], batch size: 86, lr: 1.41e-03
2022-08-20 13:48:54,978 INFO [train.py:927] (7/8) Epoch 1, batch 22200, giga_loss[loss=0.2981, simple_loss=0.3656, pruned_loss=0.1153, over 12363.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03253, over 62.00 utterances.], tot_loss[loss=0.2965, simple_loss=0.3575, pruned_loss=0.1177, over 2471553.62 frames. utt_duration=632.1 frames, utt_pad_proportion=0.06356, over 15676.71 utterances.], libri_tot_loss[loss=0.3634, simple_loss=0.3995, pruned_loss=0.1641, over 2467886.23 frames. utt_duration=1244 frames, utt_pad_proportion=0.06033, over 7946.22 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.3534, pruned_loss=0.1131, over 2472165.75 frames. utt_duration=599.4 frames, utt_pad_proportion=0.06468, over 16538.15 utterances.], batch size: 62, lr: 1.41e-03
2022-08-20 13:50:35,448 INFO [train.py:927] (7/8) Epoch 1, batch 22250, libri_loss[loss=0.3569, simple_loss=0.3774, pruned_loss=0.1682, over 12190.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.0116, over 29.00 utterances.], tot_loss[loss=0.2951, simple_loss=0.356, pruned_loss=0.1171, over 2470730.57 frames. utt_duration=649 frames, utt_pad_proportion=0.06, over 15262.47 utterances.], libri_tot_loss[loss=0.3637, simple_loss=0.3996, pruned_loss=0.1644, over 2468120.39 frames. utt_duration=1246 frames, utt_pad_proportion=0.0593, over 7935.63 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3516, pruned_loss=0.1121, over 2471112.09 frames. utt_duration=614.3 frames, utt_pad_proportion=0.06156, over 16129.27 utterances.], batch size: 29, lr: 1.40e-03
2022-08-20 13:52:16,096 INFO [train.py:927] (7/8) Epoch 1, batch 22300, libri_loss[loss=0.2884, simple_loss=0.3217, pruned_loss=0.1276, over 12207.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01027, over 29.00 utterances.], tot_loss[loss=0.2928, simple_loss=0.3531, pruned_loss=0.1163, over 2471318.05 frames. utt_duration=629.6 frames, utt_pad_proportion=0.06563, over 15737.18 utterances.], libri_tot_loss[loss=0.3613, simple_loss=0.3976, pruned_loss=0.1629, over 2468142.58 frames. utt_duration=1253 frames, utt_pad_proportion=0.05778, over 7888.31 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3495, pruned_loss=0.1115, over 2471744.52 frames. utt_duration=589.5 frames, utt_pad_proportion=0.06731, over 16814.93 utterances.], batch size: 29, lr: 1.40e-03
2022-08-20 13:53:56,881 INFO [train.py:927] (7/8) Epoch 1, batch 22350, giga_loss[loss=0.2826, simple_loss=0.3406, pruned_loss=0.1123, over 12449.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03757, over 123.00 utterances.], tot_loss[loss=0.2937, simple_loss=0.3529, pruned_loss=0.1173, over 2471113.25 frames. utt_duration=628 frames, utt_pad_proportion=0.06608, over 15775.86 utterances.], libri_tot_loss[loss=0.3592, simple_loss=0.3958, pruned_loss=0.1617, over 2467940.51 frames. utt_duration=1259 frames, utt_pad_proportion=0.0553, over 7847.25 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3487, pruned_loss=0.1116, over 2471841.79 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06864, over 17206.24 utterances.], batch size: 123, lr: 1.40e-03
2022-08-20 13:55:38,881 INFO [train.py:927] (7/8) Epoch 1, batch 22400, giga_loss[loss=0.2657, simple_loss=0.3205, pruned_loss=0.1055, over 12247.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02883, over 54.00 utterances.], tot_loss[loss=0.2889, simple_loss=0.3485, pruned_loss=0.1147, over 2471682.49 frames. utt_duration=651.9 frames, utt_pad_proportion=0.0652, over 15200.91 utterances.], libri_tot_loss[loss=0.358, simple_loss=0.3949, pruned_loss=0.1609, over 2468166.63 frames. utt_duration=1250 frames, utt_pad_proportion=0.05799, over 7905.06 utterances.], giga_tot_loss[loss=0.2814, simple_loss=0.3444, pruned_loss=0.1092, over 2472214.53 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06655, over 16583.75 utterances.], batch size: 54, lr: 1.40e-03
2022-08-20 13:57:21,037 INFO [train.py:927] (7/8) Epoch 1, batch 22450, giga_loss[loss=0.257, simple_loss=0.3181, pruned_loss=0.09791, over 12333.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3447, pruned_loss=0.1122, over 2472237.51 frames. utt_duration=636.2 frames, utt_pad_proportion=0.06062, over 15579.34 utterances.], libri_tot_loss[loss=0.3578, simple_loss=0.3947, pruned_loss=0.1608, over 2468007.80 frames. utt_duration=1251 frames, utt_pad_proportion=0.05777, over 7898.53 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3415, pruned_loss=0.1078, over 2472794.99 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06207, over 16695.40 utterances.], batch size: 62, lr: 1.40e-03
2022-08-20 13:59:02,010 INFO [train.py:927] (7/8) Epoch 1, batch 22500, giga_loss[loss=0.3527, simple_loss=0.3839, pruned_loss=0.1608, over 12351.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1974, over 366.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3444, pruned_loss=0.1117, over 2472816.41 frames. utt_duration=598.2 frames, utt_pad_proportion=0.06642, over 16575.25 utterances.], libri_tot_loss[loss=0.3585, simple_loss=0.3952, pruned_loss=0.1613, over 2468132.76 frames. utt_duration=1251 frames, utt_pad_proportion=0.05753, over 7898.04 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3412, pruned_loss=0.1076, over 2473154.15 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06732, over 17489.84 utterances.], batch size: 366, lr: 1.40e-03
2022-08-20 14:00:43,765 INFO [train.py:927] (7/8) Epoch 1, batch 22550, giga_loss[loss=0.3022, simple_loss=0.3685, pruned_loss=0.1179, over 12387.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05184, over 161.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3537, pruned_loss=0.1174, over 2473456.97 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06536, over 17325.19 utterances.], libri_tot_loss[loss=0.3624, simple_loss=0.3994, pruned_loss=0.1631, over 2468108.46 frames. utt_duration=1256 frames, utt_pad_proportion=0.05619, over 7871.40 utterances.], giga_tot_loss[loss=0.2846, simple_loss=0.3464, pruned_loss=0.1114, over 2473866.98 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06674, over 18315.26 utterances.], batch size: 161, lr: 1.40e-03
2022-08-20 14:02:25,078 INFO [train.py:927] (7/8) Epoch 1, batch 22600, giga_loss[loss=0.2965, simple_loss=0.3567, pruned_loss=0.1182, over 12431.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03729, over 133.00 utterances.], tot_loss[loss=0.2908, simple_loss=0.3519, pruned_loss=0.1148, over 2474148.96 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06056, over 17619.46 utterances.], libri_tot_loss[loss=0.3621, simple_loss=0.3992, pruned_loss=0.1628, over 2468045.87 frames. utt_duration=1260 frames, utt_pad_proportion=0.05538, over 7844.16 utterances.], giga_tot_loss[loss=0.2822, simple_loss=0.3455, pruned_loss=0.1094, over 2474640.71 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06223, over 18607.77 utterances.], batch size: 133, lr: 1.39e-03
2022-08-20 14:04:05,630 INFO [train.py:927] (7/8) Epoch 1, batch 22650, libri_loss[loss=0.3011, simple_loss=0.3512, pruned_loss=0.1255, over 12451.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006657, over 32.00 utterances.], tot_loss[loss=0.29, simple_loss=0.3511, pruned_loss=0.1145, over 2474406.34 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06179, over 17930.30 utterances.], libri_tot_loss[loss=0.3618, simple_loss=0.3989, pruned_loss=0.1627, over 2467977.52 frames. utt_duration=1258 frames, utt_pad_proportion=0.05474, over 7854.20 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3447, pruned_loss=0.1087, over 2475025.90 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06343, over 19038.29 utterances.], batch size: 32, lr: 1.39e-03
2022-08-20 14:05:47,199 INFO [train.py:927] (7/8) Epoch 1, batch 22700, libri_loss[loss=0.3438, simple_loss=0.3603, pruned_loss=0.1636, over 12279.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.00979, over 28.00 utterances.], tot_loss[loss=0.2914, simple_loss=0.3509, pruned_loss=0.1159, over 2473269.16 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06681, over 17813.04 utterances.], libri_tot_loss[loss=0.3598, simple_loss=0.3968, pruned_loss=0.1617, over 2467840.17 frames. utt_duration=1250 frames, utt_pad_proportion=0.05814, over 7906.20 utterances.], giga_tot_loss[loss=0.2824, simple_loss=0.3452, pruned_loss=0.1098, over 2474193.23 frames. utt_duration=518.1 frames, utt_pad_proportion=0.0667, over 19155.66 utterances.], batch size: 28, lr: 1.39e-03
2022-08-20 14:07:29,484 INFO [train.py:927] (7/8) Epoch 1, batch 22750, giga_loss[loss=0.2889, simple_loss=0.3617, pruned_loss=0.1081, over 12345.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03361, over 104.00 utterances.], tot_loss[loss=0.2933, simple_loss=0.3532, pruned_loss=0.1167, over 2472904.40 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06915, over 18017.82 utterances.], libri_tot_loss[loss=0.3594, simple_loss=0.3968, pruned_loss=0.1613, over 2467695.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.05732, over 7894.16 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3478, pruned_loss=0.1114, over 2473881.96 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06933, over 19280.33 utterances.], batch size: 104, lr: 1.39e-03
2022-08-20 14:09:09,790 INFO [train.py:927] (7/8) Epoch 1, batch 22800, giga_loss[loss=0.2753, simple_loss=0.348, pruned_loss=0.1013, over 12372.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02809, over 66.00 utterances.], tot_loss[loss=0.2918, simple_loss=0.353, pruned_loss=0.1153, over 2472908.06 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06618, over 17452.10 utterances.], libri_tot_loss[loss=0.3586, simple_loss=0.3964, pruned_loss=0.1607, over 2467622.67 frames. utt_duration=1259 frames, utt_pad_proportion=0.0566, over 7851.31 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3482, pruned_loss=0.1106, over 2473883.00 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06684, over 18717.16 utterances.], batch size: 66, lr: 1.39e-03
2022-08-20 14:10:51,904 INFO [train.py:927] (7/8) Epoch 1, batch 22850, giga_loss[loss=0.3162, simple_loss=0.3674, pruned_loss=0.1325, over 12401.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03642, over 113.00 utterances.], tot_loss[loss=0.2924, simple_loss=0.3533, pruned_loss=0.1157, over 2473295.46 frames. utt_duration=578.3 frames, utt_pad_proportion=0.06529, over 17152.98 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.396, pruned_loss=0.1606, over 2467950.53 frames. utt_duration=1246 frames, utt_pad_proportion=0.06068, over 7932.54 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.349, pruned_loss=0.1112, over 2473871.55 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06442, over 18253.26 utterances.], batch size: 113, lr: 1.39e-03
2022-08-20 14:12:30,573 INFO [train.py:927] (7/8) Epoch 1, batch 22900, giga_loss[loss=0.2576, simple_loss=0.3191, pruned_loss=0.098, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03765, over 37.00 utterances.], tot_loss[loss=0.2918, simple_loss=0.3526, pruned_loss=0.1155, over 2474511.97 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06114, over 17335.46 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.3959, pruned_loss=0.1606, over 2468007.71 frames. utt_duration=1246 frames, utt_pad_proportion=0.05952, over 7930.35 utterances.], giga_tot_loss[loss=0.2848, simple_loss=0.3481, pruned_loss=0.1107, over 2475090.80 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06115, over 18469.60 utterances.], batch size: 37, lr: 1.39e-03
2022-08-20 14:14:09,499 INFO [train.py:927] (7/8) Epoch 1, batch 22950, giga_loss[loss=0.2698, simple_loss=0.3524, pruned_loss=0.0936, over 12411.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04707, over 161.00 utterances.], tot_loss[loss=0.2907, simple_loss=0.3529, pruned_loss=0.1142, over 2474269.60 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06306, over 17618.41 utterances.], libri_tot_loss[loss=0.3595, simple_loss=0.3983, pruned_loss=0.1607, over 2467669.61 frames. utt_duration=1229 frames, utt_pad_proportion=0.06412, over 8043.81 utterances.], giga_tot_loss[loss=0.2814, simple_loss=0.3455, pruned_loss=0.1086, over 2475291.48 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06135, over 18786.27 utterances.], batch size: 161, lr: 1.38e-03
2022-08-20 14:15:49,956 INFO [train.py:927] (7/8) Epoch 1, batch 23000, giga_loss[loss=0.2373, simple_loss=0.3266, pruned_loss=0.07401, over 12474.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.289, simple_loss=0.3526, pruned_loss=0.1127, over 2474701.44 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06145, over 17866.06 utterances.], libri_tot_loss[loss=0.3586, simple_loss=0.3973, pruned_loss=0.1603, over 2467447.26 frames. utt_duration=1237 frames, utt_pad_proportion=0.06341, over 7991.36 utterances.], giga_tot_loss[loss=0.2808, simple_loss=0.3465, pruned_loss=0.1076, over 2475859.17 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06042, over 19051.71 utterances.], batch size: 75, lr: 1.38e-03
2022-08-20 14:17:30,830 INFO [train.py:927] (7/8) Epoch 1, batch 23050, giga_loss[loss=0.2519, simple_loss=0.3208, pruned_loss=0.09145, over 12404.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02801, over 58.00 utterances.], tot_loss[loss=0.2888, simple_loss=0.3511, pruned_loss=0.1132, over 2474314.49 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05705, over 17203.67 utterances.], libri_tot_loss[loss=0.3578, simple_loss=0.3963, pruned_loss=0.1599, over 2467366.72 frames. utt_duration=1244 frames, utt_pad_proportion=0.06183, over 7945.21 utterances.], giga_tot_loss[loss=0.2808, simple_loss=0.3457, pruned_loss=0.108, over 2475538.52 frames. utt_duration=536.7 frames, utt_pad_proportion=0.05703, over 18500.63 utterances.], batch size: 58, lr: 1.38e-03
2022-08-20 14:19:09,270 INFO [train.py:927] (7/8) Epoch 1, batch 23100, giga_loss[loss=0.2638, simple_loss=0.3393, pruned_loss=0.09411, over 12366.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03892, over 113.00 utterances.], tot_loss[loss=0.2878, simple_loss=0.3488, pruned_loss=0.1134, over 2474042.59 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05701, over 17463.34 utterances.], libri_tot_loss[loss=0.3574, simple_loss=0.3959, pruned_loss=0.1597, over 2467225.69 frames. utt_duration=1236 frames, utt_pad_proportion=0.06525, over 7994.35 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3444, pruned_loss=0.1088, over 2475215.60 frames. utt_duration=534.7 frames, utt_pad_proportion=0.0558, over 18567.91 utterances.], batch size: 113, lr: 1.38e-03
2022-08-20 14:20:47,820 INFO [train.py:927] (7/8) Epoch 1, batch 23150, giga_loss[loss=0.2905, simple_loss=0.3486, pruned_loss=0.1162, over 12393.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03205, over 122.00 utterances.], tot_loss[loss=0.2868, simple_loss=0.3471, pruned_loss=0.1133, over 2474176.98 frames. utt_duration=574.6 frames, utt_pad_proportion=0.0582, over 17269.97 utterances.], libri_tot_loss[loss=0.3559, simple_loss=0.395, pruned_loss=0.1586, over 2467634.02 frames. utt_duration=1245 frames, utt_pad_proportion=0.0628, over 7938.21 utterances.], giga_tot_loss[loss=0.2795, simple_loss=0.3421, pruned_loss=0.1084, over 2475076.26 frames. utt_duration=532.3 frames, utt_pad_proportion=0.058, over 18650.27 utterances.], batch size: 122, lr: 1.38e-03
2022-08-20 14:22:30,672 INFO [train.py:927] (7/8) Epoch 1, batch 23200, giga_loss[loss=0.231, simple_loss=0.3013, pruned_loss=0.08033, over 12456.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03502, over 86.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.343, pruned_loss=0.1113, over 2474285.85 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05725, over 17431.69 utterances.], libri_tot_loss[loss=0.3557, simple_loss=0.3947, pruned_loss=0.1586, over 2467640.31 frames. utt_duration=1242 frames, utt_pad_proportion=0.06317, over 7955.87 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3389, pruned_loss=0.1071, over 2475048.12 frames. utt_duration=534.2 frames, utt_pad_proportion=0.05697, over 18585.05 utterances.], batch size: 86, lr: 1.38e-03
2022-08-20 14:24:11,727 INFO [train.py:927] (7/8) Epoch 1, batch 23250, giga_loss[loss=0.363, simple_loss=0.3966, pruned_loss=0.1647, over 12395.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09946, over 257.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3433, pruned_loss=0.1128, over 2474996.98 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05852, over 17744.64 utterances.], libri_tot_loss[loss=0.3607, simple_loss=0.3981, pruned_loss=0.1619, over 2467593.10 frames. utt_duration=1232 frames, utt_pad_proportion=0.0668, over 8021.81 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3358, pruned_loss=0.1055, over 2475789.60 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05664, over 18816.58 utterances.], batch size: 257, lr: 1.38e-03
2022-08-20 14:25:54,274 INFO [train.py:927] (7/8) Epoch 1, batch 23300, giga_loss[loss=0.2492, simple_loss=0.3144, pruned_loss=0.09203, over 12402.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02544, over 48.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.3427, pruned_loss=0.112, over 2474631.49 frames. utt_duration=577 frames, utt_pad_proportion=0.05648, over 17198.94 utterances.], libri_tot_loss[loss=0.3593, simple_loss=0.3967, pruned_loss=0.1612, over 2467417.32 frames. utt_duration=1226 frames, utt_pad_proportion=0.07016, over 8063.07 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3364, pruned_loss=0.1054, over 2475644.66 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05336, over 18280.89 utterances.], batch size: 48, lr: 1.37e-03
2022-08-20 14:27:33,732 INFO [train.py:927] (7/8) Epoch 1, batch 23350, giga_loss[loss=0.2901, simple_loss=0.3516, pruned_loss=0.1143, over 12464.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02668, over 55.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3449, pruned_loss=0.1126, over 2474294.85 frames. utt_duration=566 frames, utt_pad_proportion=0.05925, over 17533.05 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.396, pruned_loss=0.1606, over 2467366.62 frames. utt_duration=1226 frames, utt_pad_proportion=0.0692, over 8060.53 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3393, pruned_loss=0.1067, over 2475303.18 frames. utt_duration=533.2 frames, utt_pad_proportion=0.05692, over 18621.19 utterances.], batch size: 55, lr: 1.37e-03
2022-08-20 14:29:14,042 INFO [train.py:927] (7/8) Epoch 1, batch 23400, libri_loss[loss=0.319, simple_loss=0.3742, pruned_loss=0.1319, over 12475.00 frames. utt_duration=961.1 frames, utt_pad_proportion=0.06867, over 52.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3465, pruned_loss=0.1128, over 2474567.09 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05528, over 16919.24 utterances.], libri_tot_loss[loss=0.3562, simple_loss=0.3944, pruned_loss=0.1593, over 2467934.57 frames. utt_duration=1226 frames, utt_pad_proportion=0.06792, over 8063.97 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3416, pruned_loss=0.1074, over 2475088.92 frames. utt_duration=547.6 frames, utt_pad_proportion=0.0539, over 18129.58 utterances.], batch size: 52, lr: 1.37e-03
2022-08-20 14:31:00,287 INFO [train.py:927] (7/8) Epoch 1, batch 23450, libri_loss[loss=0.4368, simple_loss=0.5046, pruned_loss=0.1845, over 12468.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007239, over 37.00 utterances.], tot_loss[loss=0.2963, simple_loss=0.3547, pruned_loss=0.1189, over 2474615.14 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06226, over 17774.98 utterances.], libri_tot_loss[loss=0.3561, simple_loss=0.3948, pruned_loss=0.1589, over 2467906.48 frames. utt_duration=1230 frames, utt_pad_proportion=0.06734, over 8036.20 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3498, pruned_loss=0.1144, over 2475129.56 frames. utt_duration=525.9 frames, utt_pad_proportion=0.061, over 18880.11 utterances.], batch size: 37, lr: 1.37e-03
2022-08-20 14:32:43,996 INFO [train.py:927] (7/8) Epoch 1, batch 23500, giga_loss[loss=0.346, simple_loss=0.3932, pruned_loss=0.1494, over 12486.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.03583, over 34.00 utterances.], tot_loss[loss=0.3072, simple_loss=0.3635, pruned_loss=0.1255, over 2474815.37 frames. utt_duration=549.2 frames, utt_pad_proportion=0.0607, over 18072.89 utterances.], libri_tot_loss[loss=0.3556, simple_loss=0.3946, pruned_loss=0.1585, over 2467795.10 frames. utt_duration=1235 frames, utt_pad_proportion=0.06638, over 8005.68 utterances.], giga_tot_loss[loss=0.3012, simple_loss=0.3592, pruned_loss=0.1216, over 2475426.85 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06011, over 19144.70 utterances.], batch size: 34, lr: 1.37e-03
2022-08-20 14:34:30,172 INFO [train.py:927] (7/8) Epoch 1, batch 23550, giga_loss[loss=0.3232, simple_loss=0.3822, pruned_loss=0.1321, over 12280.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02685, over 54.00 utterances.], tot_loss[loss=0.3245, simple_loss=0.3747, pruned_loss=0.1372, over 2475348.55 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06286, over 18959.19 utterances.], libri_tot_loss[loss=0.3562, simple_loss=0.3945, pruned_loss=0.1592, over 2468001.12 frames. utt_duration=1237 frames, utt_pad_proportion=0.06559, over 7989.69 utterances.], giga_tot_loss[loss=0.3186, simple_loss=0.371, pruned_loss=0.1331, over 2475750.13 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06254, over 19947.04 utterances.], batch size: 54, lr: 1.37e-03
2022-08-20 14:36:14,990 INFO [train.py:927] (7/8) Epoch 1, batch 23600, giga_loss[loss=0.5687, simple_loss=0.5181, pruned_loss=0.3096, over 12392.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1072, over 259.00 utterances.], tot_loss[loss=0.3381, simple_loss=0.3847, pruned_loss=0.1458, over 2474950.60 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06312, over 19417.76 utterances.], libri_tot_loss[loss=0.3595, simple_loss=0.397, pruned_loss=0.1612, over 2468018.62 frames. utt_duration=1244 frames, utt_pad_proportion=0.06364, over 7946.86 utterances.], giga_tot_loss[loss=0.3296, simple_loss=0.3788, pruned_loss=0.1402, over 2475504.97 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0635, over 20664.60 utterances.], batch size: 259, lr: 1.37e-03
2022-08-20 14:38:02,670 INFO [train.py:927] (7/8) Epoch 1, batch 23650, giga_loss[loss=0.3785, simple_loss=0.4078, pruned_loss=0.1746, over 12452.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03484, over 123.00 utterances.], tot_loss[loss=0.3423, simple_loss=0.388, pruned_loss=0.1483, over 2474728.98 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06233, over 19459.69 utterances.], libri_tot_loss[loss=0.3593, simple_loss=0.3976, pruned_loss=0.1607, over 2467834.39 frames. utt_duration=1247 frames, utt_pad_proportion=0.06247, over 7926.48 utterances.], giga_tot_loss[loss=0.3354, simple_loss=0.3826, pruned_loss=0.1441, over 2475481.55 frames. utt_duration=478.8 frames, utt_pad_proportion=0.0631, over 20744.76 utterances.], batch size: 123, lr: 1.36e-03
2022-08-20 14:39:51,964 INFO [train.py:927] (7/8) Epoch 1, batch 23700, giga_loss[loss=0.3317, simple_loss=0.3749, pruned_loss=0.1442, over 12387.00 frames. utt_duration=473.3 frames, utt_pad_proportion=0.04195, over 105.00 utterances.], tot_loss[loss=0.3467, simple_loss=0.3911, pruned_loss=0.1511, over 2474778.06 frames. utt_duration=503 frames, utt_pad_proportion=0.06397, over 19737.61 utterances.], libri_tot_loss[loss=0.3582, simple_loss=0.397, pruned_loss=0.16, over 2467654.40 frames. utt_duration=1237 frames, utt_pad_proportion=0.06553, over 7990.77 utterances.], giga_tot_loss[loss=0.3416, simple_loss=0.3872, pruned_loss=0.148, over 2475776.73 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06338, over 21081.78 utterances.], batch size: 105, lr: 1.36e-03
2022-08-20 14:41:39,751 INFO [train.py:927] (7/8) Epoch 1, batch 23750, giga_loss[loss=0.3057, simple_loss=0.3638, pruned_loss=0.1238, over 12448.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0314, over 75.00 utterances.], tot_loss[loss=0.3464, simple_loss=0.3895, pruned_loss=0.1516, over 2474032.08 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07025, over 19947.41 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.3969, pruned_loss=0.16, over 2467706.31 frames. utt_duration=1239 frames, utt_pad_proportion=0.06442, over 7976.30 utterances.], giga_tot_loss[loss=0.342, simple_loss=0.3862, pruned_loss=0.1489, over 2474916.62 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06982, over 21298.15 utterances.], batch size: 75, lr: 1.36e-03
2022-08-20 14:43:24,421 INFO [train.py:927] (7/8) Epoch 1, batch 23800, giga_loss[loss=0.3295, simple_loss=0.3814, pruned_loss=0.1388, over 12303.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.03554, over 51.00 utterances.], tot_loss[loss=0.3446, simple_loss=0.3888, pruned_loss=0.1502, over 2473655.94 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06723, over 19999.40 utterances.], libri_tot_loss[loss=0.3579, simple_loss=0.3966, pruned_loss=0.1598, over 2467895.28 frames. utt_duration=1242 frames, utt_pad_proportion=0.06346, over 7960.87 utterances.], giga_tot_loss[loss=0.3412, simple_loss=0.3864, pruned_loss=0.148, over 2474306.37 frames. utt_duration=465.9 frames, utt_pad_proportion=0.06741, over 21308.80 utterances.], batch size: 51, lr: 1.36e-03
2022-08-20 14:45:10,590 INFO [train.py:927] (7/8) Epoch 1, batch 23850, giga_loss[loss=0.3228, simple_loss=0.3809, pruned_loss=0.1323, over 12315.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03481, over 51.00 utterances.], tot_loss[loss=0.3474, simple_loss=0.3911, pruned_loss=0.1519, over 2474222.95 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07273, over 21006.69 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.3969, pruned_loss=0.16, over 2468286.96 frames. utt_duration=1231 frames, utt_pad_proportion=0.06653, over 8030.17 utterances.], giga_tot_loss[loss=0.3442, simple_loss=0.3887, pruned_loss=0.1498, over 2474516.41 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07169, over 22300.16 utterances.], batch size: 51, lr: 1.36e-03
2022-08-20 14:47:00,798 INFO [train.py:927] (7/8) Epoch 1, batch 23900, giga_loss[loss=0.3227, simple_loss=0.373, pruned_loss=0.1362, over 12420.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04008, over 37.00 utterances.], tot_loss[loss=0.3415, simple_loss=0.3883, pruned_loss=0.1474, over 2473323.96 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07542, over 20633.16 utterances.], libri_tot_loss[loss=0.3569, simple_loss=0.3963, pruned_loss=0.1589, over 2467942.75 frames. utt_duration=1237 frames, utt_pad_proportion=0.06533, over 7992.86 utterances.], giga_tot_loss[loss=0.3398, simple_loss=0.3868, pruned_loss=0.1464, over 2473980.17 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07487, over 21974.03 utterances.], batch size: 37, lr: 1.36e-03
2022-08-20 14:48:45,005 INFO [train.py:927] (7/8) Epoch 1, batch 23950, giga_loss[loss=0.3814, simple_loss=0.4123, pruned_loss=0.1753, over 12389.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07771, over 213.00 utterances.], tot_loss[loss=0.3372, simple_loss=0.3865, pruned_loss=0.144, over 2473415.01 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07002, over 20346.29 utterances.], libri_tot_loss[loss=0.3575, simple_loss=0.3978, pruned_loss=0.1588, over 2467744.49 frames. utt_duration=1239 frames, utt_pad_proportion=0.06457, over 7976.06 utterances.], giga_tot_loss[loss=0.3352, simple_loss=0.3839, pruned_loss=0.1432, over 2474179.33 frames. utt_duration=460 frames, utt_pad_proportion=0.07015, over 21584.18 utterances.], batch size: 213, lr: 1.36e-03
2022-08-20 14:50:28,839 INFO [train.py:927] (7/8) Epoch 1, batch 24000, libri_loss[loss=0.3084, simple_loss=0.3819, pruned_loss=0.1175, over 12435.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01575, over 40.00 utterances.], tot_loss[loss=0.3369, simple_loss=0.3862, pruned_loss=0.1438, over 2473724.79 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07401, over 20779.66 utterances.], libri_tot_loss[loss=0.3586, simple_loss=0.3991, pruned_loss=0.1592, over 2468272.88 frames. utt_duration=1231 frames, utt_pad_proportion=0.06489, over 8027.73 utterances.], giga_tot_loss[loss=0.3336, simple_loss=0.3825, pruned_loss=0.1424, over 2473997.76 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07398, over 22087.78 utterances.], batch size: 40, lr: 1.35e-03
2022-08-20 14:50:28,841 INFO [train.py:958] (7/8) Computing validation loss
2022-08-20 14:50:43,961 INFO [train.py:967] (7/8) Epoch 1, validation: loss=0.2436, simple_loss=0.3562, pruned_loss=0.0655, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 14:52:38,947 INFO [train.py:927] (7/8) Epoch 1, batch 24050, giga_loss[loss=0.2572, simple_loss=0.3397, pruned_loss=0.08732, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04573, over 31.00 utterances.], tot_loss[loss=0.3339, simple_loss=0.3841, pruned_loss=0.1418, over 2474345.46 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07275, over 20381.44 utterances.], libri_tot_loss[loss=0.3584, simple_loss=0.399, pruned_loss=0.159, over 2468284.70 frames. utt_duration=1230 frames, utt_pad_proportion=0.065, over 8033.46 utterances.], giga_tot_loss[loss=0.3312, simple_loss=0.381, pruned_loss=0.1406, over 2474613.06 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07278, over 21567.94 utterances.], batch size: 31, lr: 1.35e-03
2022-08-20 14:54:23,200 INFO [train.py:927] (7/8) Epoch 1, batch 24100, giga_loss[loss=0.3161, simple_loss=0.3957, pruned_loss=0.1183, over 12353.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02847, over 70.00 utterances.], tot_loss[loss=0.3319, simple_loss=0.3844, pruned_loss=0.1397, over 2475071.49 frames. utt_duration=490.5 frames, utt_pad_proportion=0.06954, over 20245.63 utterances.], libri_tot_loss[loss=0.3573, simple_loss=0.3981, pruned_loss=0.1585, over 2468745.78 frames. utt_duration=1234 frames, utt_pad_proportion=0.0636, over 8012.67 utterances.], giga_tot_loss[loss=0.3298, simple_loss=0.3823, pruned_loss=0.1387, over 2475065.87 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07026, over 21615.74 utterances.], batch size: 70, lr: 1.35e-03
2022-08-20 14:56:07,846 INFO [train.py:927] (7/8) Epoch 1, batch 24150, libri_loss[loss=0.3112, simple_loss=0.3627, pruned_loss=0.1299, over 12297.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006517, over 35.00 utterances.], tot_loss[loss=0.3306, simple_loss=0.3825, pruned_loss=0.1394, over 2474809.48 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07367, over 20565.57 utterances.], libri_tot_loss[loss=0.3563, simple_loss=0.3971, pruned_loss=0.1579, over 2468935.29 frames. utt_duration=1238 frames, utt_pad_proportion=0.06241, over 7987.55 utterances.], giga_tot_loss[loss=0.3294, simple_loss=0.3815, pruned_loss=0.1386, over 2474809.02 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07447, over 21966.33 utterances.], batch size: 35, lr: 1.35e-03
2022-08-20 14:57:49,931 INFO [train.py:927] (7/8) Epoch 1, batch 24200, libri_loss[loss=0.3307, simple_loss=0.4038, pruned_loss=0.1288, over 12125.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006303, over 32.00 utterances.], tot_loss[loss=0.339, simple_loss=0.3851, pruned_loss=0.1464, over 2474504.32 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07063, over 20460.78 utterances.], libri_tot_loss[loss=0.3616, simple_loss=0.3985, pruned_loss=0.1625, over 2468995.15 frames. utt_duration=1229 frames, utt_pad_proportion=0.06592, over 8042.49 utterances.], giga_tot_loss[loss=0.3325, simple_loss=0.3826, pruned_loss=0.1412, over 2474632.60 frames. utt_duration=453.6 frames, utt_pad_proportion=0.0705, over 21890.75 utterances.], batch size: 32, lr: 1.35e-03
2022-08-20 14:59:32,051 INFO [train.py:927] (7/8) Epoch 1, batch 24250, giga_loss[loss=0.4352, simple_loss=0.4351, pruned_loss=0.2177, over 12406.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 258.00 utterances.], tot_loss[loss=0.3367, simple_loss=0.3828, pruned_loss=0.1453, over 2474890.98 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07121, over 20611.92 utterances.], libri_tot_loss[loss=0.3606, simple_loss=0.3977, pruned_loss=0.1618, over 2469208.41 frames. utt_duration=1233 frames, utt_pad_proportion=0.06454, over 8018.41 utterances.], giga_tot_loss[loss=0.3317, simple_loss=0.3811, pruned_loss=0.1411, over 2474971.32 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07159, over 22185.43 utterances.], batch size: 258, lr: 1.35e-03
2022-08-20 15:01:16,592 INFO [train.py:927] (7/8) Epoch 1, batch 24300, giga_loss[loss=0.3891, simple_loss=0.4103, pruned_loss=0.184, over 12378.00 frames. utt_duration=233.9 frames, utt_pad_proportion=0.07896, over 213.00 utterances.], tot_loss[loss=0.3334, simple_loss=0.3811, pruned_loss=0.1428, over 2475240.07 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06901, over 20477.94 utterances.], libri_tot_loss[loss=0.3597, simple_loss=0.3968, pruned_loss=0.1614, over 2468994.42 frames. utt_duration=1238 frames, utt_pad_proportion=0.06289, over 7984.53 utterances.], giga_tot_loss[loss=0.3292, simple_loss=0.38, pruned_loss=0.1392, over 2475660.05 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07006, over 22165.87 utterances.], batch size: 213, lr: 1.35e-03
2022-08-20 15:03:03,585 INFO [train.py:927] (7/8) Epoch 1, batch 24350, giga_loss[loss=0.3147, simple_loss=0.3687, pruned_loss=0.1303, over 12360.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03434, over 104.00 utterances.], tot_loss[loss=0.3297, simple_loss=0.3787, pruned_loss=0.1403, over 2474452.94 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06702, over 20582.07 utterances.], libri_tot_loss[loss=0.3588, simple_loss=0.3963, pruned_loss=0.1608, over 2468903.71 frames. utt_duration=1240 frames, utt_pad_proportion=0.06273, over 7971.95 utterances.], giga_tot_loss[loss=0.3269, simple_loss=0.3781, pruned_loss=0.1378, over 2474941.54 frames. utt_duration=449.3 frames, utt_pad_proportion=0.06805, over 22102.59 utterances.], batch size: 104, lr: 1.35e-03
2022-08-20 15:04:44,801 INFO [train.py:927] (7/8) Epoch 1, batch 24400, giga_loss[loss=0.3185, simple_loss=0.3684, pruned_loss=0.1344, over 12325.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03104, over 85.00 utterances.], tot_loss[loss=0.3282, simple_loss=0.3781, pruned_loss=0.1392, over 2474897.57 frames. utt_duration=477.7 frames, utt_pad_proportion=0.06759, over 20785.22 utterances.], libri_tot_loss[loss=0.3594, simple_loss=0.3977, pruned_loss=0.1607, over 2468870.09 frames. utt_duration=1244 frames, utt_pad_proportion=0.06181, over 7947.73 utterances.], giga_tot_loss[loss=0.3249, simple_loss=0.3761, pruned_loss=0.1368, over 2475418.02 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06868, over 22242.52 utterances.], batch size: 85, lr: 1.34e-03
2022-08-20 15:06:28,314 INFO [train.py:927] (7/8) Epoch 1, batch 24450, giga_loss[loss=0.2782, simple_loss=0.3366, pruned_loss=0.1099, over 12428.00 frames. utt_duration=623 frames, utt_pad_proportion=0.02967, over 80.00 utterances.], tot_loss[loss=0.3261, simple_loss=0.3753, pruned_loss=0.1384, over 2474052.85 frames. utt_duration=475 frames, utt_pad_proportion=0.07204, over 20895.63 utterances.], libri_tot_loss[loss=0.3581, simple_loss=0.3965, pruned_loss=0.1599, over 2468832.01 frames. utt_duration=1251 frames, utt_pad_proportion=0.06026, over 7905.02 utterances.], giga_tot_loss[loss=0.3237, simple_loss=0.3741, pruned_loss=0.1366, over 2474704.27 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07326, over 22522.43 utterances.], batch size: 80, lr: 1.34e-03
2022-08-20 15:08:12,186 INFO [train.py:927] (7/8) Epoch 1, batch 24500, giga_loss[loss=0.2726, simple_loss=0.3498, pruned_loss=0.09771, over 12387.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02714, over 70.00 utterances.], tot_loss[loss=0.324, simple_loss=0.3731, pruned_loss=0.1374, over 2473703.47 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07306, over 20930.35 utterances.], libri_tot_loss[loss=0.3579, simple_loss=0.3961, pruned_loss=0.16, over 2468438.92 frames. utt_duration=1254 frames, utt_pad_proportion=0.05962, over 7882.54 utterances.], giga_tot_loss[loss=0.3218, simple_loss=0.3723, pruned_loss=0.1356, over 2474656.44 frames. utt_duration=442.9 frames, utt_pad_proportion=0.0742, over 22419.68 utterances.], batch size: 70, lr: 1.34e-03
2022-08-20 15:09:53,337 INFO [train.py:927] (7/8) Epoch 1, batch 24550, giga_loss[loss=0.2947, simple_loss=0.3608, pruned_loss=0.1143, over 12430.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02327, over 48.00 utterances.], tot_loss[loss=0.325, simple_loss=0.3742, pruned_loss=0.1379, over 2473624.89 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07588, over 21524.43 utterances.], libri_tot_loss[loss=0.357, simple_loss=0.3952, pruned_loss=0.1595, over 2468208.78 frames. utt_duration=1258 frames, utt_pad_proportion=0.05908, over 7856.06 utterances.], giga_tot_loss[loss=0.3235, simple_loss=0.3739, pruned_loss=0.1366, over 2474706.54 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07687, over 22977.29 utterances.], batch size: 48, lr: 1.34e-03
2022-08-20 15:11:37,174 INFO [train.py:927] (7/8) Epoch 1, batch 24600, giga_loss[loss=0.3528, simple_loss=0.3887, pruned_loss=0.1585, over 12323.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.03092, over 28.00 utterances.], tot_loss[loss=0.3252, simple_loss=0.3746, pruned_loss=0.1379, over 2473061.04 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07696, over 21671.04 utterances.], libri_tot_loss[loss=0.3561, simple_loss=0.3947, pruned_loss=0.1589, over 2467944.49 frames. utt_duration=1262 frames, utt_pad_proportion=0.05804, over 7834.72 utterances.], giga_tot_loss[loss=0.3239, simple_loss=0.3743, pruned_loss=0.1367, over 2474339.70 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07812, over 23226.41 utterances.], batch size: 28, lr: 1.34e-03
2022-08-20 15:13:23,863 INFO [train.py:927] (7/8) Epoch 1, batch 24650, giga_loss[loss=0.3072, simple_loss=0.3619, pruned_loss=0.1263, over 12448.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03497, over 105.00 utterances.], tot_loss[loss=0.3271, simple_loss=0.3755, pruned_loss=0.1393, over 2473328.05 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07998, over 21585.31 utterances.], libri_tot_loss[loss=0.356, simple_loss=0.3944, pruned_loss=0.159, over 2467768.44 frames. utt_duration=1262 frames, utt_pad_proportion=0.05752, over 7831.92 utterances.], giga_tot_loss[loss=0.3256, simple_loss=0.3752, pruned_loss=0.138, over 2474598.23 frames. utt_duration=430.6 frames, utt_pad_proportion=0.081, over 23066.03 utterances.], batch size: 105, lr: 1.34e-03
2022-08-20 15:15:04,043 INFO [train.py:927] (7/8) Epoch 1, batch 24700, giga_loss[loss=0.3464, simple_loss=0.393, pruned_loss=0.15, over 12194.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03321, over 42.00 utterances.], tot_loss[loss=0.3301, simple_loss=0.3767, pruned_loss=0.1418, over 2474147.40 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07941, over 21841.95 utterances.], libri_tot_loss[loss=0.3555, simple_loss=0.3939, pruned_loss=0.1587, over 2468110.44 frames. utt_duration=1262 frames, utt_pad_proportion=0.05672, over 7830.32 utterances.], giga_tot_loss[loss=0.3288, simple_loss=0.3764, pruned_loss=0.1406, over 2474971.79 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08065, over 23338.93 utterances.], batch size: 42, lr: 1.34e-03
2022-08-20 15:16:48,196 INFO [train.py:927] (7/8) Epoch 1, batch 24750, giga_loss[loss=0.3173, simple_loss=0.3677, pruned_loss=0.1335, over 12414.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02284, over 48.00 utterances.], tot_loss[loss=0.33, simple_loss=0.3778, pruned_loss=0.1411, over 2474293.82 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07646, over 21188.38 utterances.], libri_tot_loss[loss=0.3563, simple_loss=0.3958, pruned_loss=0.1585, over 2468178.93 frames. utt_duration=1265 frames, utt_pad_proportion=0.05585, over 7810.83 utterances.], giga_tot_loss[loss=0.3278, simple_loss=0.3757, pruned_loss=0.14, over 2474986.59 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07801, over 22632.55 utterances.], batch size: 48, lr: 1.33e-03
2022-08-20 15:18:27,533 INFO [train.py:927] (7/8) Epoch 1, batch 24800, giga_loss[loss=0.2917, simple_loss=0.3638, pruned_loss=0.1098, over 12439.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04376, over 31.00 utterances.], tot_loss[loss=0.3261, simple_loss=0.3757, pruned_loss=0.1382, over 2474523.78 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07314, over 20516.52 utterances.], libri_tot_loss[loss=0.3564, simple_loss=0.3957, pruned_loss=0.1587, over 2468226.60 frames. utt_duration=1261 frames, utt_pad_proportion=0.05589, over 7839.48 utterances.], giga_tot_loss[loss=0.3237, simple_loss=0.3737, pruned_loss=0.1369, over 2475117.06 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07473, over 21864.74 utterances.], batch size: 31, lr: 1.33e-03
2022-08-20 15:20:11,384 INFO [train.py:927] (7/8) Epoch 1, batch 24850, giga_loss[loss=0.3239, simple_loss=0.3712, pruned_loss=0.1383, over 12442.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.03174, over 55.00 utterances.], tot_loss[loss=0.3255, simple_loss=0.3736, pruned_loss=0.1387, over 2474613.10 frames. utt_duration=480 frames, utt_pad_proportion=0.07529, over 20684.19 utterances.], libri_tot_loss[loss=0.3555, simple_loss=0.3944, pruned_loss=0.1584, over 2468471.35 frames. utt_duration=1267 frames, utt_pad_proportion=0.05497, over 7804.78 utterances.], giga_tot_loss[loss=0.3234, simple_loss=0.3725, pruned_loss=0.1372, over 2475070.96 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0769, over 22202.58 utterances.], batch size: 55, lr: 1.33e-03
2022-08-20 15:21:52,486 INFO [train.py:927] (7/8) Epoch 1, batch 24900, giga_loss[loss=0.3274, simple_loss=0.3768, pruned_loss=0.139, over 12382.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02731, over 91.00 utterances.], tot_loss[loss=0.3274, simple_loss=0.3741, pruned_loss=0.1404, over 2473921.88 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07848, over 20793.67 utterances.], libri_tot_loss[loss=0.3557, simple_loss=0.3942, pruned_loss=0.1587, over 2468606.57 frames. utt_duration=1253 frames, utt_pad_proportion=0.05884, over 7893.15 utterances.], giga_tot_loss[loss=0.3245, simple_loss=0.3726, pruned_loss=0.1383, over 2474400.90 frames. utt_duration=442.9 frames, utt_pad_proportion=0.0786, over 22422.21 utterances.], batch size: 91, lr: 1.33e-03
2022-08-20 15:23:38,589 INFO [train.py:927] (7/8) Epoch 1, batch 24950, giga_loss[loss=0.3845, simple_loss=0.4267, pruned_loss=0.1711, over 12395.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05887, over 182.00 utterances.], tot_loss[loss=0.3291, simple_loss=0.3768, pruned_loss=0.1407, over 2474400.35 frames. utt_duration=473 frames, utt_pad_proportion=0.07614, over 20991.08 utterances.], libri_tot_loss[loss=0.3556, simple_loss=0.394, pruned_loss=0.1587, over 2468718.66 frames. utt_duration=1253 frames, utt_pad_proportion=0.05831, over 7887.82 utterances.], giga_tot_loss[loss=0.3266, simple_loss=0.3756, pruned_loss=0.1388, over 2474751.74 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07662, over 22438.00 utterances.], batch size: 182, lr: 1.33e-03
2022-08-20 15:25:18,296 INFO [train.py:927] (7/8) Epoch 1, batch 25000, giga_loss[loss=0.2899, simple_loss=0.3655, pruned_loss=0.1072, over 12301.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03274, over 51.00 utterances.], tot_loss[loss=0.3297, simple_loss=0.379, pruned_loss=0.1402, over 2474117.96 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07539, over 20958.23 utterances.], libri_tot_loss[loss=0.3551, simple_loss=0.394, pruned_loss=0.1581, over 2468571.17 frames. utt_duration=1254 frames, utt_pad_proportion=0.05733, over 7881.00 utterances.], giga_tot_loss[loss=0.3275, simple_loss=0.3776, pruned_loss=0.1387, over 2474704.36 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07634, over 22500.63 utterances.], batch size: 51, lr: 1.33e-03
2022-08-20 15:26:59,830 INFO [train.py:927] (7/8) Epoch 1, batch 25050, giga_loss[loss=0.3895, simple_loss=0.4194, pruned_loss=0.1798, over 12398.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07745, over 213.00 utterances.], tot_loss[loss=0.3319, simple_loss=0.381, pruned_loss=0.1414, over 2473100.32 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07408, over 20419.67 utterances.], libri_tot_loss[loss=0.3557, simple_loss=0.3949, pruned_loss=0.1583, over 2468138.73 frames. utt_duration=1254 frames, utt_pad_proportion=0.05674, over 7884.76 utterances.], giga_tot_loss[loss=0.3289, simple_loss=0.3787, pruned_loss=0.1395, over 2474090.12 frames. utt_duration=451.3 frames, utt_pad_proportion=0.0753, over 22001.71 utterances.], batch size: 213, lr: 1.33e-03
2022-08-20 15:28:44,151 INFO [train.py:927] (7/8) Epoch 1, batch 25100, giga_loss[loss=0.2698, simple_loss=0.333, pruned_loss=0.1033, over 12349.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03306, over 51.00 utterances.], tot_loss[loss=0.3312, simple_loss=0.3792, pruned_loss=0.1416, over 2472967.41 frames. utt_duration=475.8 frames, utt_pad_proportion=0.08333, over 20853.47 utterances.], libri_tot_loss[loss=0.3537, simple_loss=0.3931, pruned_loss=0.1572, over 2467701.40 frames. utt_duration=1245 frames, utt_pad_proportion=0.05979, over 7935.38 utterances.], giga_tot_loss[loss=0.3296, simple_loss=0.3783, pruned_loss=0.1404, over 2474387.39 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08317, over 22639.41 utterances.], batch size: 51, lr: 1.33e-03
2022-08-20 15:30:27,264 INFO [train.py:927] (7/8) Epoch 1, batch 25150, giga_loss[loss=0.299, simple_loss=0.3539, pruned_loss=0.122, over 12365.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03122, over 58.00 utterances.], tot_loss[loss=0.3268, simple_loss=0.3758, pruned_loss=0.1389, over 2473388.93 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07584, over 20142.12 utterances.], libri_tot_loss[loss=0.3522, simple_loss=0.3919, pruned_loss=0.1563, over 2467834.73 frames. utt_duration=1249 frames, utt_pad_proportion=0.05869, over 7914.26 utterances.], giga_tot_loss[loss=0.3264, simple_loss=0.3759, pruned_loss=0.1384, over 2474508.76 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07674, over 21869.25 utterances.], batch size: 58, lr: 1.32e-03
2022-08-20 15:32:13,356 INFO [train.py:927] (7/8) Epoch 1, batch 25200, giga_loss[loss=0.3604, simple_loss=0.3935, pruned_loss=0.1636, over 12357.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03194, over 97.00 utterances.], tot_loss[loss=0.3276, simple_loss=0.376, pruned_loss=0.1396, over 2473628.14 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07706, over 20018.85 utterances.], libri_tot_loss[loss=0.3524, simple_loss=0.3921, pruned_loss=0.1565, over 2468139.96 frames. utt_duration=1237 frames, utt_pad_proportion=0.06194, over 7992.32 utterances.], giga_tot_loss[loss=0.3264, simple_loss=0.3755, pruned_loss=0.1387, over 2474372.63 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07669, over 21592.38 utterances.], batch size: 97, lr: 1.32e-03
2022-08-20 15:33:56,013 INFO [train.py:927] (7/8) Epoch 1, batch 25250, giga_loss[loss=0.255, simple_loss=0.333, pruned_loss=0.08847, over 12324.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.03081, over 66.00 utterances.], tot_loss[loss=0.3234, simple_loss=0.3726, pruned_loss=0.1371, over 2473422.86 frames. utt_duration=519.7 frames, utt_pad_proportion=0.07614, over 19090.72 utterances.], libri_tot_loss[loss=0.3519, simple_loss=0.3915, pruned_loss=0.1562, over 2468032.67 frames. utt_duration=1218 frames, utt_pad_proportion=0.06902, over 8112.91 utterances.], giga_tot_loss[loss=0.3221, simple_loss=0.3721, pruned_loss=0.136, over 2474304.65 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07372, over 20664.26 utterances.], batch size: 66, lr: 1.32e-03
2022-08-20 15:35:40,769 INFO [train.py:927] (7/8) Epoch 1, batch 25300, giga_loss[loss=0.3101, simple_loss=0.3666, pruned_loss=0.1268, over 12474.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02918, over 55.00 utterances.], tot_loss[loss=0.3244, simple_loss=0.374, pruned_loss=0.1374, over 2473475.22 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07815, over 19664.96 utterances.], libri_tot_loss[loss=0.353, simple_loss=0.3928, pruned_loss=0.1567, over 2467849.40 frames. utt_duration=1215 frames, utt_pad_proportion=0.06867, over 8135.30 utterances.], giga_tot_loss[loss=0.3215, simple_loss=0.3719, pruned_loss=0.1356, over 2474501.27 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07631, over 21202.18 utterances.], batch size: 55, lr: 1.32e-03
2022-08-20 15:37:25,195 INFO [train.py:927] (7/8) Epoch 1, batch 25350, giga_loss[loss=0.3244, simple_loss=0.3698, pruned_loss=0.1395, over 12486.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03563, over 37.00 utterances.], tot_loss[loss=0.3272, simple_loss=0.3763, pruned_loss=0.139, over 2474485.74 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07513, over 19955.16 utterances.], libri_tot_loss[loss=0.3523, simple_loss=0.3923, pruned_loss=0.1563, over 2468155.88 frames. utt_duration=1217 frames, utt_pad_proportion=0.06757, over 8119.73 utterances.], giga_tot_loss[loss=0.325, simple_loss=0.3748, pruned_loss=0.1376, over 2475126.86 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07432, over 21400.94 utterances.], batch size: 37, lr: 1.32e-03
2022-08-20 15:39:09,037 INFO [train.py:927] (7/8) Epoch 1, batch 25400, giga_loss[loss=0.3084, simple_loss=0.3731, pruned_loss=0.1218, over 12428.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03854, over 105.00 utterances.], tot_loss[loss=0.3233, simple_loss=0.3748, pruned_loss=0.1359, over 2474141.21 frames. utt_duration=512.6 frames, utt_pad_proportion=0.07467, over 19361.55 utterances.], libri_tot_loss[loss=0.3507, simple_loss=0.3909, pruned_loss=0.1554, over 2468143.70 frames. utt_duration=1216 frames, utt_pad_proportion=0.06736, over 8132.21 utterances.], giga_tot_loss[loss=0.3221, simple_loss=0.3743, pruned_loss=0.135, over 2474877.19 frames. utt_duration=475.6 frames, utt_pad_proportion=0.0742, over 20879.46 utterances.], batch size: 105, lr: 1.32e-03
2022-08-20 15:40:53,812 INFO [train.py:927] (7/8) Epoch 1, batch 25450, giga_loss[loss=0.4601, simple_loss=0.4563, pruned_loss=0.232, over 12361.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.3238, simple_loss=0.3769, pruned_loss=0.1354, over 2474389.70 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07146, over 19449.62 utterances.], libri_tot_loss[loss=0.3506, simple_loss=0.3908, pruned_loss=0.1553, over 2468130.98 frames. utt_duration=1214 frames, utt_pad_proportion=0.0673, over 8142.55 utterances.], giga_tot_loss[loss=0.3229, simple_loss=0.3766, pruned_loss=0.1346, over 2475003.19 frames. utt_duration=480.3 frames, utt_pad_proportion=0.0713, over 20676.17 utterances.], batch size: 258, lr: 1.32e-03
2022-08-20 15:42:38,352 INFO [train.py:927] (7/8) Epoch 1, batch 25500, giga_loss[loss=0.3406, simple_loss=0.3913, pruned_loss=0.1449, over 12462.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03159, over 86.00 utterances.], tot_loss[loss=0.3277, simple_loss=0.3806, pruned_loss=0.1374, over 2474508.33 frames. utt_duration=508.8 frames, utt_pad_proportion=0.0694, over 19512.10 utterances.], libri_tot_loss[loss=0.3514, simple_loss=0.3922, pruned_loss=0.1553, over 2468053.77 frames. utt_duration=1215 frames, utt_pad_proportion=0.06679, over 8133.17 utterances.], giga_tot_loss[loss=0.326, simple_loss=0.3788, pruned_loss=0.1366, over 2475106.51 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06958, over 20591.69 utterances.], batch size: 86, lr: 1.32e-03
2022-08-20 15:44:23,220 INFO [train.py:927] (7/8) Epoch 1, batch 25550, libri_loss[loss=0.3885, simple_loss=0.4243, pruned_loss=0.1764, over 12383.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009804, over 38.00 utterances.], tot_loss[loss=0.3302, simple_loss=0.3819, pruned_loss=0.1393, over 2474940.71 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06735, over 19716.15 utterances.], libri_tot_loss[loss=0.3529, simple_loss=0.3934, pruned_loss=0.1562, over 2468090.99 frames. utt_duration=1215 frames, utt_pad_proportion=0.06658, over 8137.46 utterances.], giga_tot_loss[loss=0.3271, simple_loss=0.3792, pruned_loss=0.1375, over 2475514.88 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06769, over 20789.10 utterances.], batch size: 38, lr: 1.31e-03
2022-08-20 15:46:07,705 INFO [train.py:927] (7/8) Epoch 1, batch 25600, libri_loss[loss=0.2716, simple_loss=0.3262, pruned_loss=0.1085, over 12291.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006121, over 32.00 utterances.], tot_loss[loss=0.3279, simple_loss=0.3815, pruned_loss=0.1371, over 2475321.32 frames. utt_duration=503.4 frames, utt_pad_proportion=0.0708, over 19726.53 utterances.], libri_tot_loss[loss=0.3519, simple_loss=0.3926, pruned_loss=0.1557, over 2468189.55 frames. utt_duration=1209 frames, utt_pad_proportion=0.06976, over 8175.09 utterances.], giga_tot_loss[loss=0.3257, simple_loss=0.3798, pruned_loss=0.1358, over 2475893.81 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06995, over 20866.38 utterances.], batch size: 32, lr: 1.31e-03
2022-08-20 15:47:53,087 INFO [train.py:927] (7/8) Epoch 1, batch 25650, giga_loss[loss=0.411, simple_loss=0.4237, pruned_loss=0.1991, over 12376.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.3254, simple_loss=0.3794, pruned_loss=0.1357, over 2475490.26 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07332, over 19819.20 utterances.], libri_tot_loss[loss=0.3511, simple_loss=0.3918, pruned_loss=0.1552, over 2468228.48 frames. utt_duration=1213 frames, utt_pad_proportion=0.06902, over 8150.55 utterances.], giga_tot_loss[loss=0.3241, simple_loss=0.3786, pruned_loss=0.1348, over 2476004.81 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0728, over 20897.48 utterances.], batch size: 258, lr: 1.31e-03
2022-08-20 15:49:41,149 INFO [train.py:927] (7/8) Epoch 1, batch 25700, giga_loss[loss=0.3053, simple_loss=0.3534, pruned_loss=0.1286, over 12437.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04436, over 134.00 utterances.], tot_loss[loss=0.3228, simple_loss=0.3766, pruned_loss=0.1345, over 2475686.46 frames. utt_duration=504.5 frames, utt_pad_proportion=0.07277, over 19686.69 utterances.], libri_tot_loss[loss=0.3511, simple_loss=0.3918, pruned_loss=0.1552, over 2468228.48 frames. utt_duration=1213 frames, utt_pad_proportion=0.06902, over 8150.55 utterances.], giga_tot_loss[loss=0.3218, simple_loss=0.376, pruned_loss=0.1338, over 2476086.94 frames. utt_duration=484 frames, utt_pad_proportion=0.07238, over 20525.93 utterances.], batch size: 134, lr: 1.31e-03
2022-08-20 15:51:30,964 INFO [train.py:927] (7/8) Epoch 1, batch 25750, giga_loss[loss=0.3049, simple_loss=0.3641, pruned_loss=0.1228, over 12384.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03242, over 122.00 utterances.], tot_loss[loss=0.3234, simple_loss=0.3754, pruned_loss=0.1357, over 2475058.27 frames. utt_duration=473.8 frames, utt_pad_proportion=0.08186, over 20961.58 utterances.], libri_tot_loss[loss=0.3511, simple_loss=0.392, pruned_loss=0.1551, over 2468380.64 frames. utt_duration=1215 frames, utt_pad_proportion=0.0685, over 8139.05 utterances.], giga_tot_loss[loss=0.3224, simple_loss=0.3747, pruned_loss=0.135, over 2475306.22 frames. utt_duration=457 frames, utt_pad_proportion=0.08144, over 21737.66 utterances.], batch size: 122, lr: 1.31e-03
2022-08-20 15:53:13,068 INFO [train.py:927] (7/8) Epoch 1, batch 25800, giga_loss[loss=0.3285, simple_loss=0.3777, pruned_loss=0.1397, over 12333.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.0321, over 85.00 utterances.], tot_loss[loss=0.3241, simple_loss=0.3759, pruned_loss=0.1361, over 2474818.63 frames. utt_duration=468.1 frames, utt_pad_proportion=0.08499, over 21214.73 utterances.], libri_tot_loss[loss=0.3523, simple_loss=0.3936, pruned_loss=0.1555, over 2468178.25 frames. utt_duration=1204 frames, utt_pad_proportion=0.072, over 8212.22 utterances.], giga_tot_loss[loss=0.3215, simple_loss=0.3734, pruned_loss=0.1348, over 2475366.95 frames. utt_duration=450.2 frames, utt_pad_proportion=0.08346, over 22067.43 utterances.], batch size: 85, lr: 1.31e-03
2022-08-20 15:54:54,089 INFO [train.py:927] (7/8) Epoch 1, batch 25850, giga_loss[loss=0.3, simple_loss=0.3625, pruned_loss=0.1188, over 12426.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03946, over 123.00 utterances.], tot_loss[loss=0.3192, simple_loss=0.3724, pruned_loss=0.133, over 2475161.89 frames. utt_duration=438.1 frames, utt_pad_proportion=0.08791, over 22678.03 utterances.], libri_tot_loss[loss=0.3522, simple_loss=0.3936, pruned_loss=0.1555, over 2468278.18 frames. utt_duration=1204 frames, utt_pad_proportion=0.07146, over 8211.11 utterances.], giga_tot_loss[loss=0.317, simple_loss=0.3703, pruned_loss=0.1318, over 2475563.14 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08691, over 23472.27 utterances.], batch size: 123, lr: 1.31e-03
2022-08-20 15:56:45,113 INFO [train.py:927] (7/8) Epoch 1, batch 25900, giga_loss[loss=0.2506, simple_loss=0.3252, pruned_loss=0.08796, over 12382.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04524, over 26.00 utterances.], tot_loss[loss=0.3148, simple_loss=0.3693, pruned_loss=0.1302, over 2475471.29 frames. utt_duration=436.3 frames, utt_pad_proportion=0.0855, over 22774.06 utterances.], libri_tot_loss[loss=0.3522, simple_loss=0.3936, pruned_loss=0.1555, over 2468278.18 frames. utt_duration=1204 frames, utt_pad_proportion=0.07146, over 8211.11 utterances.], giga_tot_loss[loss=0.3131, simple_loss=0.3677, pruned_loss=0.1293, over 2475783.59 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08478, over 23392.23 utterances.], batch size: 26, lr: 1.31e-03
2022-08-20 15:58:28,357 INFO [train.py:927] (7/8) Epoch 1, batch 25950, giga_loss[loss=0.3034, simple_loss=0.3685, pruned_loss=0.1191, over 12424.00 frames. utt_duration=905.1 frames, utt_pad_proportion=0.0268, over 55.00 utterances.], tot_loss[loss=0.3127, simple_loss=0.3675, pruned_loss=0.1289, over 2474867.77 frames. utt_duration=457.9 frames, utt_pad_proportion=0.08187, over 21687.05 utterances.], libri_tot_loss[loss=0.352, simple_loss=0.3942, pruned_loss=0.155, over 2468210.27 frames. utt_duration=1210 frames, utt_pad_proportion=0.06978, over 8168.54 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3647, pruned_loss=0.1278, over 2475390.62 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0821, over 22689.00 utterances.], batch size: 55, lr: 1.30e-03
2022-08-20 16:00:09,501 INFO [train.py:927] (7/8) Epoch 1, batch 26000, giga_loss[loss=0.3612, simple_loss=0.3919, pruned_loss=0.1653, over 12382.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07391, over 212.00 utterances.], tot_loss[loss=0.3141, simple_loss=0.3683, pruned_loss=0.1299, over 2474563.74 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07998, over 21570.12 utterances.], libri_tot_loss[loss=0.3514, simple_loss=0.3933, pruned_loss=0.1548, over 2468427.37 frames. utt_duration=1212 frames, utt_pad_proportion=0.06915, over 8156.40 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.3662, pruned_loss=0.1284, over 2474944.94 frames. utt_duration=436.5 frames, utt_pad_proportion=0.08056, over 22753.94 utterances.], batch size: 212, lr: 1.30e-03
2022-08-20 16:01:58,842 INFO [train.py:927] (7/8) Epoch 1, batch 26050, giga_loss[loss=0.3514, simple_loss=0.3913, pruned_loss=0.1558, over 12357.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06614, over 183.00 utterances.], tot_loss[loss=0.3181, simple_loss=0.3703, pruned_loss=0.1329, over 2474624.92 frames. utt_duration=426.7 frames, utt_pad_proportion=0.08867, over 23275.62 utterances.], libri_tot_loss[loss=0.3523, simple_loss=0.3936, pruned_loss=0.1555, over 2468591.88 frames. utt_duration=1190 frames, utt_pad_proportion=0.07569, over 8309.37 utterances.], giga_tot_loss[loss=0.3145, simple_loss=0.3678, pruned_loss=0.1305, over 2474913.38 frames. utt_duration=407.1 frames, utt_pad_proportion=0.08684, over 24403.94 utterances.], batch size: 183, lr: 1.30e-03
2022-08-20 16:03:41,085 INFO [train.py:927] (7/8) Epoch 1, batch 26100, giga_loss[loss=0.316, simple_loss=0.3634, pruned_loss=0.1343, over 12193.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03431, over 42.00 utterances.], tot_loss[loss=0.3208, simple_loss=0.3721, pruned_loss=0.1348, over 2474014.69 frames. utt_duration=435.9 frames, utt_pad_proportion=0.0861, over 22778.81 utterances.], libri_tot_loss[loss=0.3506, simple_loss=0.3921, pruned_loss=0.1546, over 2468857.93 frames. utt_duration=1184 frames, utt_pad_proportion=0.07727, over 8353.21 utterances.], giga_tot_loss[loss=0.3182, simple_loss=0.3705, pruned_loss=0.1329, over 2474214.40 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08442, over 24170.51 utterances.], batch size: 42, lr: 1.30e-03
2022-08-20 16:05:25,929 INFO [train.py:927] (7/8) Epoch 1, batch 26150, giga_loss[loss=0.3496, simple_loss=0.3763, pruned_loss=0.1615, over 12360.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2035, over 369.00 utterances.], tot_loss[loss=0.3217, simple_loss=0.3729, pruned_loss=0.1352, over 2473969.98 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08606, over 22355.02 utterances.], libri_tot_loss[loss=0.3503, simple_loss=0.3917, pruned_loss=0.1546, over 2468448.17 frames. utt_duration=1190 frames, utt_pad_proportion=0.07622, over 8310.47 utterances.], giga_tot_loss[loss=0.3193, simple_loss=0.3717, pruned_loss=0.1334, over 2474584.49 frames. utt_duration=418.4 frames, utt_pad_proportion=0.08505, over 23740.95 utterances.], batch size: 369, lr: 1.30e-03
2022-08-20 16:07:17,127 INFO [train.py:927] (7/8) Epoch 1, batch 26200, giga_loss[loss=0.2842, simple_loss=0.359, pruned_loss=0.1047, over 12378.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03667, over 80.00 utterances.], tot_loss[loss=0.3219, simple_loss=0.3738, pruned_loss=0.1349, over 2473946.85 frames. utt_duration=453.6 frames, utt_pad_proportion=0.08044, over 21886.89 utterances.], libri_tot_loss[loss=0.3503, simple_loss=0.3918, pruned_loss=0.1544, over 2468504.93 frames. utt_duration=1191 frames, utt_pad_proportion=0.07593, over 8302.91 utterances.], giga_tot_loss[loss=0.3199, simple_loss=0.3727, pruned_loss=0.1336, over 2474403.42 frames. utt_duration=431.1 frames, utt_pad_proportion=0.08, over 23034.95 utterances.], batch size: 80, lr: 1.30e-03
2022-08-20 16:09:05,293 INFO [train.py:927] (7/8) Epoch 1, batch 26250, giga_loss[loss=0.3085, simple_loss=0.3499, pruned_loss=0.1335, over 12446.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04159, over 34.00 utterances.], tot_loss[loss=0.3233, simple_loss=0.3755, pruned_loss=0.1356, over 2474289.21 frames. utt_duration=429.7 frames, utt_pad_proportion=0.08903, over 23110.99 utterances.], libri_tot_loss[loss=0.3517, simple_loss=0.3935, pruned_loss=0.155, over 2468583.90 frames. utt_duration=1174 frames, utt_pad_proportion=0.07992, over 8421.01 utterances.], giga_tot_loss[loss=0.3201, simple_loss=0.3728, pruned_loss=0.1337, over 2474655.55 frames. utt_duration=412.1 frames, utt_pad_proportion=0.08712, over 24102.55 utterances.], batch size: 34, lr: 1.30e-03
2022-08-20 16:10:51,173 INFO [train.py:927] (7/8) Epoch 1, batch 26300, giga_loss[loss=0.3403, simple_loss=0.3814, pruned_loss=0.1496, over 12387.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04482, over 146.00 utterances.], tot_loss[loss=0.3244, simple_loss=0.3754, pruned_loss=0.1367, over 2474396.74 frames. utt_duration=428.5 frames, utt_pad_proportion=0.08743, over 23179.08 utterances.], libri_tot_loss[loss=0.3517, simple_loss=0.3935, pruned_loss=0.155, over 2468541.04 frames. utt_duration=1176 frames, utt_pad_proportion=0.07901, over 8407.75 utterances.], giga_tot_loss[loss=0.3214, simple_loss=0.3731, pruned_loss=0.1349, over 2474807.53 frames. utt_duration=411 frames, utt_pad_proportion=0.0863, over 24173.66 utterances.], batch size: 146, lr: 1.30e-03
2022-08-20 16:12:37,955 INFO [train.py:927] (7/8) Epoch 1, batch 26350, giga_loss[loss=0.3517, simple_loss=0.3916, pruned_loss=0.1559, over 12403.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02537, over 91.00 utterances.], tot_loss[loss=0.3221, simple_loss=0.3731, pruned_loss=0.1355, over 2473846.45 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08959, over 22762.55 utterances.], libri_tot_loss[loss=0.352, simple_loss=0.3937, pruned_loss=0.1552, over 2468761.36 frames. utt_duration=1165 frames, utt_pad_proportion=0.08224, over 8488.62 utterances.], giga_tot_loss[loss=0.319, simple_loss=0.3708, pruned_loss=0.1336, over 2474080.15 frames. utt_duration=418.5 frames, utt_pad_proportion=0.08756, over 23727.39 utterances.], batch size: 91, lr: 1.30e-03
2022-08-20 16:14:18,692 INFO [train.py:927] (7/8) Epoch 1, batch 26400, giga_loss[loss=0.2696, simple_loss=0.3417, pruned_loss=0.09871, over 12436.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03249, over 75.00 utterances.], tot_loss[loss=0.3211, simple_loss=0.3721, pruned_loss=0.135, over 2473803.05 frames. utt_duration=453.5 frames, utt_pad_proportion=0.08585, over 21888.30 utterances.], libri_tot_loss[loss=0.351, simple_loss=0.3929, pruned_loss=0.1546, over 2469422.23 frames. utt_duration=1153 frames, utt_pad_proportion=0.08487, over 8574.93 utterances.], giga_tot_loss[loss=0.3183, simple_loss=0.3701, pruned_loss=0.1332, over 2473603.55 frames. utt_duration=429 frames, utt_pad_proportion=0.08364, over 23145.25 utterances.], batch size: 75, lr: 1.29e-03
2022-08-20 16:16:01,404 INFO [train.py:927] (7/8) Epoch 1, batch 26450, giga_loss[loss=0.3936, simple_loss=0.4214, pruned_loss=0.1829, over 12399.00 frames. utt_duration=274 frames, utt_pad_proportion=0.0584, over 182.00 utterances.], tot_loss[loss=0.3249, simple_loss=0.3746, pruned_loss=0.1376, over 2473500.36 frames. utt_duration=452.2 frames, utt_pad_proportion=0.08212, over 21950.70 utterances.], libri_tot_loss[loss=0.351, simple_loss=0.3931, pruned_loss=0.1545, over 2469301.83 frames. utt_duration=1151 frames, utt_pad_proportion=0.08471, over 8589.22 utterances.], giga_tot_loss[loss=0.3221, simple_loss=0.3724, pruned_loss=0.1359, over 2473531.15 frames. utt_duration=428.5 frames, utt_pad_proportion=0.08057, over 23171.15 utterances.], batch size: 182, lr: 1.29e-03
2022-08-20 16:17:45,005 INFO [train.py:927] (7/8) Epoch 1, batch 26500, giga_loss[loss=0.3315, simple_loss=0.3781, pruned_loss=0.1424, over 12368.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03821, over 113.00 utterances.], tot_loss[loss=0.3274, simple_loss=0.3756, pruned_loss=0.1396, over 2474369.51 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07997, over 21852.43 utterances.], libri_tot_loss[loss=0.3516, simple_loss=0.3932, pruned_loss=0.155, over 2469349.32 frames. utt_duration=1141 frames, utt_pad_proportion=0.08859, over 8668.27 utterances.], giga_tot_loss[loss=0.3246, simple_loss=0.3737, pruned_loss=0.1378, over 2474372.68 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07761, over 22796.00 utterances.], batch size: 113, lr: 1.29e-03
2022-08-20 16:19:28,135 INFO [train.py:927] (7/8) Epoch 1, batch 26550, giga_loss[loss=0.3642, simple_loss=0.3856, pruned_loss=0.1714, over 12361.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.3335, simple_loss=0.379, pruned_loss=0.144, over 2473925.95 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08889, over 22830.34 utterances.], libri_tot_loss[loss=0.3557, simple_loss=0.3953, pruned_loss=0.1581, over 2469567.98 frames. utt_duration=1117 frames, utt_pad_proportion=0.09541, over 8856.00 utterances.], giga_tot_loss[loss=0.3271, simple_loss=0.3752, pruned_loss=0.1395, over 2473815.41 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08434, over 23661.34 utterances.], batch size: 366, lr: 1.29e-03
2022-08-20 16:21:11,339 INFO [train.py:927] (7/8) Epoch 1, batch 26600, giga_loss[loss=0.3226, simple_loss=0.39, pruned_loss=0.1276, over 12196.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03327, over 42.00 utterances.], tot_loss[loss=0.337, simple_loss=0.3846, pruned_loss=0.1447, over 2473409.43 frames. utt_duration=447.4 frames, utt_pad_proportion=0.08455, over 22184.63 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.401, pruned_loss=0.1599, over 2469625.15 frames. utt_duration=1103 frames, utt_pad_proportion=0.09855, over 8964.61 utterances.], giga_tot_loss[loss=0.3272, simple_loss=0.3761, pruned_loss=0.1392, over 2473327.77 frames. utt_duration=433 frames, utt_pad_proportion=0.07968, over 22928.65 utterances.], batch size: 42, lr: 1.29e-03
2022-08-20 16:21:41,529 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-20 16:24:05,113 INFO [train.py:927] (7/8) Epoch 2, batch 50, giga_loss[loss=0.2445, simple_loss=0.3221, pruned_loss=0.08346, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04169, over 31.00 utterances.], tot_loss[loss=0.303, simple_loss=0.3712, pruned_loss=0.1174, over 548490.50 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07143, over 4466.65 utterances.], libri_tot_loss[loss=0.3191, simple_loss=0.3869, pruned_loss=0.1257, over 49016.86 frames. utt_duration=1338 frames, utt_pad_proportion=0.01853, over 146.75 utterances.], giga_tot_loss[loss=0.3019, simple_loss=0.3702, pruned_loss=0.1168, over 509587.35 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07312, over 4386.11 utterances.], batch size: 31, lr: 1.28e-03
2022-08-20 16:25:48,754 INFO [train.py:927] (7/8) Epoch 2, batch 100, giga_loss[loss=0.2212, simple_loss=0.2946, pruned_loss=0.07384, over 12400.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02459, over 66.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3453, pruned_loss=0.1041, over 975390.13 frames. utt_duration=550.4 frames, utt_pad_proportion=0.0702, over 7107.38 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.362, pruned_loss=0.1138, over 132295.56 frames. utt_duration=1175 frames, utt_pad_proportion=0.08446, over 450.80 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.3441, pruned_loss=0.1033, over 890797.34 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06963, over 6948.35 utterances.], batch size: 66, lr: 1.28e-03
2022-08-20 16:27:33,853 INFO [train.py:927] (7/8) Epoch 2, batch 150, giga_loss[loss=0.188, simple_loss=0.2612, pruned_loss=0.0574, over 12331.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03208, over 85.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3267, pruned_loss=0.09545, over 1307885.95 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06713, over 9684.75 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.3581, pruned_loss=0.1132, over 166999.27 frames. utt_duration=1235 frames, utt_pad_proportion=0.07047, over 541.62 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3245, pruned_loss=0.09412, over 1223612.33 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06737, over 9594.83 utterances.], batch size: 85, lr: 1.28e-03
2022-08-20 16:29:13,601 INFO [train.py:927] (7/8) Epoch 2, batch 200, giga_loss[loss=0.2115, simple_loss=0.2845, pruned_loss=0.06922, over 12391.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03677, over 113.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3129, pruned_loss=0.08873, over 1565897.61 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06414, over 11580.34 utterances.], libri_tot_loss[loss=0.2893, simple_loss=0.3537, pruned_loss=0.1125, over 234930.02 frames. utt_duration=1269 frames, utt_pad_proportion=0.05893, over 741.62 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3097, pruned_loss=0.08662, over 1470968.83 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06488, over 11601.96 utterances.], batch size: 113, lr: 1.28e-03
2022-08-20 16:30:51,970 INFO [train.py:927] (7/8) Epoch 2, batch 250, giga_loss[loss=0.2196, simple_loss=0.2861, pruned_loss=0.07651, over 12270.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02754, over 54.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3066, pruned_loss=0.08503, over 1767026.13 frames. utt_duration=556 frames, utt_pad_proportion=0.05839, over 12747.70 utterances.], libri_tot_loss[loss=0.2846, simple_loss=0.3505, pruned_loss=0.1094, over 301073.44 frames. utt_duration=1275 frames, utt_pad_proportion=0.05609, over 945.70 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3027, pruned_loss=0.08283, over 1669498.00 frames. utt_duration=519.5 frames, utt_pad_proportion=0.05922, over 12892.91 utterances.], batch size: 54, lr: 1.28e-03
2022-08-20 16:32:29,882 INFO [train.py:927] (7/8) Epoch 2, batch 300, giga_loss[loss=0.2084, simple_loss=0.2824, pruned_loss=0.06717, over 12354.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03241, over 51.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3064, pruned_loss=0.08554, over 1923793.60 frames. utt_duration=534 frames, utt_pad_proportion=0.06519, over 14450.97 utterances.], libri_tot_loss[loss=0.3087, simple_loss=0.3738, pruned_loss=0.1219, over 354792.54 frames. utt_duration=1165 frames, utt_pad_proportion=0.08483, over 1219.96 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.298, pruned_loss=0.08089, over 1832068.43 frames. utt_duration=502.8 frames, utt_pad_proportion=0.0636, over 14617.49 utterances.], batch size: 51, lr: 1.28e-03
2022-08-20 16:34:10,017 INFO [train.py:927] (7/8) Epoch 2, batch 350, giga_loss[loss=0.2037, simple_loss=0.2758, pruned_loss=0.06579, over 12383.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03967, over 113.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3039, pruned_loss=0.08466, over 2045686.21 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06299, over 14951.83 utterances.], libri_tot_loss[loss=0.3034, simple_loss=0.368, pruned_loss=0.1194, over 427422.73 frames. utt_duration=1154 frames, utt_pad_proportion=0.09343, over 1483.23 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.2959, pruned_loss=0.08017, over 1956885.86 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06064, over 15269.17 utterances.], batch size: 113, lr: 1.28e-03
2022-08-20 16:35:53,125 INFO [train.py:927] (7/8) Epoch 2, batch 400, giga_loss[loss=0.2134, simple_loss=0.2694, pruned_loss=0.0787, over 12360.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1905, over 363.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.2974, pruned_loss=0.08085, over 2140552.11 frames. utt_duration=529.4 frames, utt_pad_proportion=0.07, over 16218.75 utterances.], libri_tot_loss[loss=0.2945, simple_loss=0.36, pruned_loss=0.1145, over 487689.08 frames. utt_duration=1200 frames, utt_pad_proportion=0.08356, over 1628.01 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.2906, pruned_loss=0.07718, over 2059473.21 frames. utt_duration=494.4 frames, utt_pad_proportion=0.0687, over 16713.37 utterances.], batch size: 363, lr: 1.28e-03
2022-08-20 16:37:34,055 INFO [train.py:927] (7/8) Epoch 2, batch 450, libri_loss[loss=0.3207, simple_loss=0.43, pruned_loss=0.1057, over 12169.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006908, over 33.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.2956, pruned_loss=0.07769, over 2213924.93 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06824, over 16529.37 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3728, pruned_loss=0.1134, over 546013.68 frames. utt_duration=1203 frames, utt_pad_proportion=0.07795, over 1817.73 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2851, pruned_loss=0.07386, over 2141465.15 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06769, over 17162.30 utterances.], batch size: 33, lr: 1.28e-03
2022-08-20 16:39:13,184 INFO [train.py:927] (7/8) Epoch 2, batch 500, libri_loss[loss=0.2707, simple_loss=0.3448, pruned_loss=0.09835, over 12478.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005473, over 37.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3027, pruned_loss=0.08179, over 2272545.31 frames. utt_duration=535.6 frames, utt_pad_proportion=0.0649, over 17018.84 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3738, pruned_loss=0.1132, over 603346.84 frames. utt_duration=1208 frames, utt_pad_proportion=0.07167, over 2000.68 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.2923, pruned_loss=0.07797, over 2208048.52 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06511, over 17767.33 utterances.], batch size: 37, lr: 1.27e-03
2022-08-20 16:40:51,766 INFO [train.py:927] (7/8) Epoch 2, batch 550, giga_loss[loss=0.3104, simple_loss=0.3675, pruned_loss=0.1267, over 12463.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03415, over 105.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3172, pruned_loss=0.09117, over 2317884.37 frames. utt_duration=551 frames, utt_pad_proportion=0.06543, over 16871.59 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3685, pruned_loss=0.1115, over 676738.12 frames. utt_duration=1230 frames, utt_pad_proportion=0.06504, over 2204.02 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3083, pruned_loss=0.08777, over 2259342.24 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06616, over 17816.26 utterances.], batch size: 105, lr: 1.27e-03
2022-08-20 16:42:33,298 INFO [train.py:927] (7/8) Epoch 2, batch 600, giga_loss[loss=0.2859, simple_loss=0.3602, pruned_loss=0.1058, over 12369.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3253, pruned_loss=0.09528, over 2352225.80 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06912, over 17709.41 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3675, pruned_loss=0.1115, over 694793.67 frames. utt_duration=1237 frames, utt_pad_proportion=0.06333, over 2248.88 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3184, pruned_loss=0.09256, over 2304872.71 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06968, over 18534.06 utterances.], batch size: 91, lr: 1.27e-03
2022-08-20 16:44:15,541 INFO [train.py:927] (7/8) Epoch 2, batch 650, giga_loss[loss=0.2532, simple_loss=0.3252, pruned_loss=0.09061, over 12374.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02804, over 70.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3291, pruned_loss=0.09637, over 2379380.34 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06643, over 18162.73 utterances.], libri_tot_loss[loss=0.295, simple_loss=0.3671, pruned_loss=0.1114, over 703776.70 frames. utt_duration=1234 frames, utt_pad_proportion=0.06274, over 2283.64 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3237, pruned_loss=0.09425, over 2341785.12 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06704, over 18848.94 utterances.], batch size: 70, lr: 1.27e-03
2022-08-20 16:45:56,788 INFO [train.py:927] (7/8) Epoch 2, batch 700, giga_loss[loss=0.2696, simple_loss=0.3328, pruned_loss=0.1032, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04873, over 34.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3349, pruned_loss=0.1001, over 2400392.34 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06429, over 17433.33 utterances.], libri_tot_loss[loss=0.2939, simple_loss=0.3663, pruned_loss=0.1107, over 798508.74 frames. utt_duration=1266 frames, utt_pad_proportion=0.05624, over 2526.40 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3292, pruned_loss=0.098, over 2365558.87 frames. utt_duration=511 frames, utt_pad_proportion=0.0658, over 18571.63 utterances.], batch size: 34, lr: 1.27e-03
2022-08-20 16:47:36,576 INFO [train.py:927] (7/8) Epoch 2, batch 750, giga_loss[loss=0.3584, simple_loss=0.3963, pruned_loss=0.1603, over 12373.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3386, pruned_loss=0.1017, over 2417198.45 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06474, over 17508.81 utterances.], libri_tot_loss[loss=0.289, simple_loss=0.3618, pruned_loss=0.1081, over 856212.42 frames. utt_duration=1273 frames, utt_pad_proportion=0.05479, over 2692.53 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3345, pruned_loss=0.1006, over 2387121.23 frames. utt_duration=511 frames, utt_pad_proportion=0.06616, over 18742.18 utterances.], batch size: 259, lr: 1.27e-03
2022-08-20 16:49:18,130 INFO [train.py:927] (7/8) Epoch 2, batch 800, giga_loss[loss=0.2905, simple_loss=0.3635, pruned_loss=0.1087, over 12369.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02861, over 70.00 utterances.], tot_loss[loss=0.2765, simple_loss=0.3437, pruned_loss=0.1046, over 2429404.43 frames. utt_duration=561 frames, utt_pad_proportion=0.06484, over 17367.43 utterances.], libri_tot_loss[loss=0.2896, simple_loss=0.3616, pruned_loss=0.1088, over 896147.95 frames. utt_duration=1244 frames, utt_pad_proportion=0.06347, over 2885.82 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3402, pruned_loss=0.1035, over 2404373.32 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06502, over 18506.65 utterances.], batch size: 70, lr: 1.27e-03
2022-08-20 16:50:58,020 INFO [train.py:927] (7/8) Epoch 2, batch 850, giga_loss[loss=0.2447, simple_loss=0.3352, pruned_loss=0.07712, over 12371.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03128, over 58.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.3444, pruned_loss=0.1039, over 2438658.50 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06643, over 17677.72 utterances.], libri_tot_loss[loss=0.2888, simple_loss=0.3608, pruned_loss=0.1085, over 935563.17 frames. utt_duration=1257 frames, utt_pad_proportion=0.06029, over 2979.81 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3415, pruned_loss=0.103, over 2417450.27 frames. utt_duration=515 frames, utt_pad_proportion=0.06699, over 18830.63 utterances.], batch size: 58, lr: 1.27e-03
2022-08-20 16:52:38,812 INFO [train.py:927] (7/8) Epoch 2, batch 900, giga_loss[loss=0.3021, simple_loss=0.3671, pruned_loss=0.1186, over 12453.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03537, over 86.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3454, pruned_loss=0.1027, over 2446090.76 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06251, over 17404.34 utterances.], libri_tot_loss[loss=0.2918, simple_loss=0.3647, pruned_loss=0.1094, over 965582.96 frames. utt_duration=1265 frames, utt_pad_proportion=0.05797, over 3057.68 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3412, pruned_loss=0.1015, over 2429161.83 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06355, over 18504.50 utterances.], batch size: 86, lr: 1.27e-03
2022-08-20 16:54:19,554 INFO [train.py:927] (7/8) Epoch 2, batch 950, giga_loss[loss=0.3149, simple_loss=0.3478, pruned_loss=0.1411, over 12357.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1928, over 364.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3479, pruned_loss=0.1067, over 2452228.33 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06279, over 17108.69 utterances.], libri_tot_loss[loss=0.2936, simple_loss=0.3654, pruned_loss=0.1109, over 995341.66 frames. utt_duration=1268 frames, utt_pad_proportion=0.05606, over 3142.89 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.344, pruned_loss=0.1051, over 2438506.30 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06393, over 18157.69 utterances.], batch size: 364, lr: 1.26e-03
2022-08-20 16:56:01,958 INFO [train.py:927] (7/8) Epoch 2, batch 1000, giga_loss[loss=0.2885, simple_loss=0.3449, pruned_loss=0.116, over 12374.00 frames. utt_duration=307 frames, utt_pad_proportion=0.05817, over 162.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3478, pruned_loss=0.1076, over 2456138.49 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05924, over 16549.24 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.3641, pruned_loss=0.1104, over 1031880.66 frames. utt_duration=1277 frames, utt_pad_proportion=0.05421, over 3236.33 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3448, pruned_loss=0.1064, over 2444783.56 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06072, over 17600.04 utterances.], batch size: 162, lr: 1.26e-03
2022-08-20 16:57:42,818 INFO [train.py:927] (7/8) Epoch 2, batch 1050, giga_loss[loss=0.2502, simple_loss=0.317, pruned_loss=0.09171, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.0359, over 37.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3453, pruned_loss=0.1065, over 2460285.93 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05725, over 16166.94 utterances.], libri_tot_loss[loss=0.2906, simple_loss=0.362, pruned_loss=0.1096, over 1074633.59 frames. utt_duration=1287 frames, utt_pad_proportion=0.0514, over 3344.85 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3432, pruned_loss=0.1058, over 2450727.11 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05912, over 17254.60 utterances.], batch size: 37, lr: 1.26e-03
2022-08-20 16:59:24,489 INFO [train.py:927] (7/8) Epoch 2, batch 1100, giga_loss[loss=0.2741, simple_loss=0.3478, pruned_loss=0.1002, over 12383.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04587, over 26.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3434, pruned_loss=0.1045, over 2462458.10 frames. utt_duration=614.5 frames, utt_pad_proportion=0.0569, over 16069.60 utterances.], libri_tot_loss[loss=0.2896, simple_loss=0.3614, pruned_loss=0.1089, over 1115577.23 frames. utt_duration=1292 frames, utt_pad_proportion=0.04916, over 3457.92 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.3416, pruned_loss=0.1042, over 2454912.38 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05887, over 17172.75 utterances.], batch size: 26, lr: 1.26e-03
2022-08-20 17:01:06,491 INFO [train.py:927] (7/8) Epoch 2, batch 1150, giga_loss[loss=0.26, simple_loss=0.3257, pruned_loss=0.09714, over 12453.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03085, over 55.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3401, pruned_loss=0.102, over 2465357.29 frames. utt_duration=596.2 frames, utt_pad_proportion=0.05617, over 16582.42 utterances.], libri_tot_loss[loss=0.2902, simple_loss=0.3628, pruned_loss=0.1089, over 1135634.92 frames. utt_duration=1263 frames, utt_pad_proportion=0.05889, over 3600.29 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3379, pruned_loss=0.1017, over 2459458.22 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05606, over 17500.19 utterances.], batch size: 55, lr: 1.26e-03
2022-08-20 17:02:50,713 INFO [train.py:927] (7/8) Epoch 2, batch 1200, giga_loss[loss=0.2935, simple_loss=0.3467, pruned_loss=0.1202, over 12429.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06116, over 183.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3384, pruned_loss=0.1037, over 2468138.89 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06106, over 18108.16 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3671, pruned_loss=0.1148, over 1155666.01 frames. utt_duration=1269 frames, utt_pad_proportion=0.0575, over 3646.09 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3344, pruned_loss=0.1008, over 2463327.77 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06103, over 18978.44 utterances.], batch size: 183, lr: 1.26e-03
2022-08-20 17:04:31,913 INFO [train.py:927] (7/8) Epoch 2, batch 1250, giga_loss[loss=0.2585, simple_loss=0.326, pruned_loss=0.09553, over 12395.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02659, over 70.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3417, pruned_loss=0.1082, over 2469147.58 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06484, over 18031.45 utterances.], libri_tot_loss[loss=0.3143, simple_loss=0.3758, pruned_loss=0.1264, over 1168822.27 frames. utt_duration=1245 frames, utt_pad_proportion=0.06595, over 3761.13 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3346, pruned_loss=0.1009, over 2465310.49 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06316, over 18742.27 utterances.], batch size: 70, lr: 1.26e-03
2022-08-20 17:06:12,666 INFO [train.py:927] (7/8) Epoch 2, batch 1300, giga_loss[loss=0.2339, simple_loss=0.2976, pruned_loss=0.08512, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02917, over 48.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3362, pruned_loss=0.1041, over 2469694.43 frames. utt_duration=577 frames, utt_pad_proportion=0.05964, over 17166.05 utterances.], libri_tot_loss[loss=0.3133, simple_loss=0.3754, pruned_loss=0.1257, over 1201091.05 frames. utt_duration=1251 frames, utt_pad_proportion=0.06323, over 3844.30 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.33, pruned_loss=0.09811, over 2466548.75 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05894, over 17961.61 utterances.], batch size: 48, lr: 1.26e-03
2022-08-20 17:07:52,951 INFO [train.py:927] (7/8) Epoch 2, batch 1350, giga_loss[loss=0.2178, simple_loss=0.2912, pruned_loss=0.07222, over 12347.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03002, over 70.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3306, pruned_loss=0.1005, over 2470490.92 frames. utt_duration=583.7 frames, utt_pad_proportion=0.05767, over 16973.37 utterances.], libri_tot_loss[loss=0.3099, simple_loss=0.3726, pruned_loss=0.1237, over 1238402.62 frames. utt_duration=1266 frames, utt_pad_proportion=0.06055, over 3918.95 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3257, pruned_loss=0.09599, over 2468194.35 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05766, over 17892.27 utterances.], batch size: 70, lr: 1.26e-03
2022-08-20 17:09:36,048 INFO [train.py:927] (7/8) Epoch 2, batch 1400, libri_loss[loss=0.2897, simple_loss=0.3644, pruned_loss=0.1075, over 12360.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03896, over 46.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3255, pruned_loss=0.09743, over 2471176.39 frames. utt_duration=606.4 frames, utt_pad_proportion=0.05595, over 16341.08 utterances.], libri_tot_loss[loss=0.3075, simple_loss=0.3707, pruned_loss=0.1221, over 1268796.35 frames. utt_duration=1272 frames, utt_pad_proportion=0.05867, over 3994.28 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3215, pruned_loss=0.094, over 2469468.99 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05642, over 17306.00 utterances.], batch size: 46, lr: 1.25e-03
2022-08-20 17:11:16,179 INFO [train.py:927] (7/8) Epoch 2, batch 1450, giga_loss[loss=0.2432, simple_loss=0.3, pruned_loss=0.09326, over 12365.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04625, over 26.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3222, pruned_loss=0.0957, over 2472042.98 frames. utt_duration=612.4 frames, utt_pad_proportion=0.05364, over 16185.13 utterances.], libri_tot_loss[loss=0.3062, simple_loss=0.3698, pruned_loss=0.1213, over 1304683.11 frames. utt_duration=1260 frames, utt_pad_proportion=0.05878, over 4145.20 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3182, pruned_loss=0.09265, over 2470448.33 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05406, over 17153.46 utterances.], batch size: 26, lr: 1.25e-03
2022-08-20 17:12:56,655 INFO [train.py:927] (7/8) Epoch 2, batch 1500, giga_loss[loss=0.2335, simple_loss=0.2973, pruned_loss=0.08489, over 12454.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03091, over 55.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3183, pruned_loss=0.09369, over 2471294.25 frames. utt_duration=629.7 frames, utt_pad_proportion=0.05324, over 15736.76 utterances.], libri_tot_loss[loss=0.3041, simple_loss=0.3679, pruned_loss=0.1202, over 1333146.65 frames. utt_duration=1270 frames, utt_pad_proportion=0.05713, over 4203.07 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3149, pruned_loss=0.0912, over 2470365.08 frames. utt_duration=592.8 frames, utt_pad_proportion=0.05392, over 16712.41 utterances.], batch size: 55, lr: 1.25e-03
2022-08-20 17:14:36,427 INFO [train.py:927] (7/8) Epoch 2, batch 1550, giga_loss[loss=0.2599, simple_loss=0.3204, pruned_loss=0.09965, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02839, over 45.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3176, pruned_loss=0.09289, over 2472144.39 frames. utt_duration=649.2 frames, utt_pad_proportion=0.05057, over 15267.63 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3674, pruned_loss=0.1192, over 1355690.48 frames. utt_duration=1269 frames, utt_pad_proportion=0.05718, over 4279.24 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3142, pruned_loss=0.09091, over 2471444.01 frames. utt_duration=612.8 frames, utt_pad_proportion=0.05122, over 16172.19 utterances.], batch size: 45, lr: 1.25e-03
2022-08-20 17:16:15,545 INFO [train.py:927] (7/8) Epoch 2, batch 1600, libri_loss[loss=0.3106, simple_loss=0.3729, pruned_loss=0.1241, over 12460.00 frames. utt_duration=780.3 frames, utt_pad_proportion=0.1143, over 64.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.322, pruned_loss=0.09568, over 2471971.43 frames. utt_duration=649 frames, utt_pad_proportion=0.05178, over 15270.24 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3637, pruned_loss=0.1172, over 1420492.99 frames. utt_duration=1271 frames, utt_pad_proportion=0.05559, over 4474.45 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3185, pruned_loss=0.09372, over 2471738.06 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05254, over 16443.35 utterances.], batch size: 64, lr: 1.25e-03
2022-08-20 17:17:58,982 INFO [train.py:927] (7/8) Epoch 2, batch 1650, giga_loss[loss=0.2679, simple_loss=0.3404, pruned_loss=0.09772, over 12357.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3287, pruned_loss=0.1002, over 2472632.18 frames. utt_duration=598.3 frames, utt_pad_proportion=0.06014, over 16571.40 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3636, pruned_loss=0.1171, over 1425872.53 frames. utt_duration=1272 frames, utt_pad_proportion=0.0552, over 4488.07 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3258, pruned_loss=0.09859, over 2472336.06 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06037, over 17532.43 utterances.], batch size: 70, lr: 1.25e-03
2022-08-20 17:19:41,968 INFO [train.py:927] (7/8) Epoch 2, batch 1700, giga_loss[loss=0.2916, simple_loss=0.3646, pruned_loss=0.1092, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0282, over 45.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3352, pruned_loss=0.1025, over 2472456.15 frames. utt_duration=601.3 frames, utt_pad_proportion=0.05662, over 16487.55 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.362, pruned_loss=0.1157, over 1461920.96 frames. utt_duration=1283 frames, utt_pad_proportion=0.05301, over 4564.10 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3328, pruned_loss=0.1015, over 2472240.54 frames. utt_duration=564 frames, utt_pad_proportion=0.05755, over 17579.77 utterances.], batch size: 45, lr: 1.25e-03
2022-08-20 17:21:20,371 INFO [train.py:927] (7/8) Epoch 2, batch 1750, giga_loss[loss=0.267, simple_loss=0.3409, pruned_loss=0.09651, over 12283.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.0262, over 54.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3417, pruned_loss=0.107, over 2472715.07 frames. utt_duration=567.1 frames, utt_pad_proportion=0.0636, over 17487.62 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3617, pruned_loss=0.1159, over 1482066.72 frames. utt_duration=1282 frames, utt_pad_proportion=0.05213, over 4628.49 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3395, pruned_loss=0.1059, over 2472477.75 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06425, over 18532.17 utterances.], batch size: 54, lr: 1.25e-03
2022-08-20 17:23:03,797 INFO [train.py:927] (7/8) Epoch 2, batch 1800, giga_loss[loss=0.2803, simple_loss=0.3463, pruned_loss=0.1071, over 12371.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05299, over 161.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.339, pruned_loss=0.1033, over 2472437.88 frames. utt_duration=566 frames, utt_pad_proportion=0.0668, over 17519.92 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3616, pruned_loss=0.1153, over 1491966.70 frames. utt_duration=1285 frames, utt_pad_proportion=0.05146, over 4651.16 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3372, pruned_loss=0.1027, over 2472226.71 frames. utt_duration=538 frames, utt_pad_proportion=0.06735, over 18432.52 utterances.], batch size: 161, lr: 1.25e-03
2022-08-20 17:24:46,566 INFO [train.py:927] (7/8) Epoch 2, batch 1850, giga_loss[loss=0.2867, simple_loss=0.3613, pruned_loss=0.1061, over 12440.00 frames. utt_duration=542.4 frames, utt_pad_proportion=0.03323, over 92.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3405, pruned_loss=0.1029, over 2472766.82 frames. utt_duration=539.8 frames, utt_pad_proportion=0.07319, over 18372.58 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3635, pruned_loss=0.115, over 1510890.38 frames. utt_duration=1292 frames, utt_pad_proportion=0.0503, over 4681.90 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3377, pruned_loss=0.1023, over 2473091.46 frames. utt_duration=513.6 frames, utt_pad_proportion=0.07376, over 19317.06 utterances.], batch size: 92, lr: 1.24e-03
2022-08-20 17:26:29,832 INFO [train.py:927] (7/8) Epoch 2, batch 1900, giga_loss[loss=0.3071, simple_loss=0.3646, pruned_loss=0.1248, over 12375.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04184, over 133.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.3431, pruned_loss=0.1058, over 2472641.41 frames. utt_duration=530.8 frames, utt_pad_proportion=0.07534, over 18684.01 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3619, pruned_loss=0.1142, over 1529779.77 frames. utt_duration=1301 frames, utt_pad_proportion=0.04943, over 4708.06 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3413, pruned_loss=0.1056, over 2473079.02 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07604, over 19654.52 utterances.], batch size: 133, lr: 1.24e-03
2022-08-20 17:28:11,559 INFO [train.py:927] (7/8) Epoch 2, batch 1950, giga_loss[loss=0.2806, simple_loss=0.3455, pruned_loss=0.1079, over 12348.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3455, pruned_loss=0.1082, over 2473317.96 frames. utt_duration=534.9 frames, utt_pad_proportion=0.07236, over 18546.10 utterances.], libri_tot_loss[loss=0.2945, simple_loss=0.3609, pruned_loss=0.114, over 1552859.24 frames. utt_duration=1305 frames, utt_pad_proportion=0.04792, over 4764.83 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.3442, pruned_loss=0.108, over 2473904.19 frames. utt_duration=507 frames, utt_pad_proportion=0.07355, over 19574.28 utterances.], batch size: 62, lr: 1.24e-03
2022-08-20 17:29:52,859 INFO [train.py:927] (7/8) Epoch 2, batch 2000, giga_loss[loss=0.2902, simple_loss=0.3541, pruned_loss=0.1131, over 12227.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02978, over 39.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3456, pruned_loss=0.1081, over 2472853.71 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06739, over 18196.00 utterances.], libri_tot_loss[loss=0.2938, simple_loss=0.36, pruned_loss=0.1138, over 1561875.07 frames. utt_duration=1309 frames, utt_pad_proportion=0.04743, over 4777.16 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.345, pruned_loss=0.108, over 2473463.60 frames. utt_duration=519 frames, utt_pad_proportion=0.06874, over 19117.51 utterances.], batch size: 39, lr: 1.24e-03
2022-08-20 17:31:35,196 INFO [train.py:927] (7/8) Epoch 2, batch 2050, giga_loss[loss=0.2946, simple_loss=0.3588, pruned_loss=0.1152, over 12265.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02664, over 54.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3475, pruned_loss=0.1084, over 2472416.42 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06949, over 18238.89 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3607, pruned_loss=0.1144, over 1584270.38 frames. utt_duration=1288 frames, utt_pad_proportion=0.05326, over 4925.09 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3463, pruned_loss=0.1079, over 2473023.21 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06927, over 19142.54 utterances.], batch size: 54, lr: 1.24e-03
2022-08-20 17:33:18,211 INFO [train.py:927] (7/8) Epoch 2, batch 2100, giga_loss[loss=0.2408, simple_loss=0.3207, pruned_loss=0.08043, over 12403.00 frames. utt_duration=857 frames, utt_pad_proportion=0.02836, over 58.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.346, pruned_loss=0.1069, over 2472603.27 frames. utt_duration=577.9 frames, utt_pad_proportion=0.0644, over 17157.37 utterances.], libri_tot_loss[loss=0.2938, simple_loss=0.3598, pruned_loss=0.1139, over 1610504.10 frames. utt_duration=1296 frames, utt_pad_proportion=0.05137, over 4977.60 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3452, pruned_loss=0.1065, over 2473154.61 frames. utt_duration=546 frames, utt_pad_proportion=0.06506, over 18169.14 utterances.], batch size: 58, lr: 1.24e-03
2022-08-20 17:35:00,279 INFO [train.py:927] (7/8) Epoch 2, batch 2150, giga_loss[loss=0.265, simple_loss=0.3403, pruned_loss=0.09487, over 12433.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03959, over 37.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.3446, pruned_loss=0.1058, over 2472759.18 frames. utt_duration=605.3 frames, utt_pad_proportion=0.06181, over 16380.87 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3602, pruned_loss=0.1146, over 1627514.43 frames. utt_duration=1294 frames, utt_pad_proportion=0.05087, over 5035.44 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3435, pruned_loss=0.105, over 2473294.94 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06274, over 17347.16 utterances.], batch size: 37, lr: 1.24e-03
2022-08-20 17:36:42,406 INFO [train.py:927] (7/8) Epoch 2, batch 2200, giga_loss[loss=0.2998, simple_loss=0.3614, pruned_loss=0.1191, over 12332.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03355, over 85.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.3455, pruned_loss=0.1053, over 2471781.49 frames. utt_duration=638.3 frames, utt_pad_proportion=0.05787, over 15526.20 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3613, pruned_loss=0.1142, over 1644100.06 frames. utt_duration=1300 frames, utt_pad_proportion=0.04995, over 5065.52 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3436, pruned_loss=0.1048, over 2472350.08 frames. utt_duration=602.2 frames, utt_pad_proportion=0.05918, over 16461.72 utterances.], batch size: 85, lr: 1.24e-03
2022-08-20 17:38:24,181 INFO [train.py:927] (7/8) Epoch 2, batch 2250, giga_loss[loss=0.2545, simple_loss=0.3138, pruned_loss=0.0976, over 12339.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2068, over 370.00 utterances.], tot_loss[loss=0.2774, simple_loss=0.3451, pruned_loss=0.1048, over 2471865.59 frames. utt_duration=614.2 frames, utt_pad_proportion=0.06187, over 16136.18 utterances.], libri_tot_loss[loss=0.294, simple_loss=0.3603, pruned_loss=0.1139, over 1676408.22 frames. utt_duration=1310 frames, utt_pad_proportion=0.04803, over 5123.94 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3437, pruned_loss=0.1043, over 2472525.27 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06334, over 17221.89 utterances.], batch size: 370, lr: 1.24e-03
2022-08-20 17:40:06,717 INFO [train.py:927] (7/8) Epoch 2, batch 2300, giga_loss[loss=0.2715, simple_loss=0.3441, pruned_loss=0.09945, over 12407.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03464, over 75.00 utterances.], tot_loss[loss=0.277, simple_loss=0.3445, pruned_loss=0.1047, over 2472512.92 frames. utt_duration=636.9 frames, utt_pad_proportion=0.05801, over 15564.76 utterances.], libri_tot_loss[loss=0.2928, simple_loss=0.3591, pruned_loss=0.1133, over 1699962.27 frames. utt_duration=1315 frames, utt_pad_proportion=0.04656, over 5175.57 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3437, pruned_loss=0.1044, over 2473075.40 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05998, over 16673.22 utterances.], batch size: 75, lr: 1.24e-03
2022-08-20 17:41:50,561 INFO [train.py:927] (7/8) Epoch 2, batch 2350, giga_loss[loss=0.2598, simple_loss=0.3228, pruned_loss=0.09835, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03554, over 43.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3429, pruned_loss=0.104, over 2472214.00 frames. utt_duration=617.6 frames, utt_pad_proportion=0.05904, over 16051.07 utterances.], libri_tot_loss[loss=0.2928, simple_loss=0.3591, pruned_loss=0.1133, over 1726576.91 frames. utt_duration=1315 frames, utt_pad_proportion=0.04483, over 5259.07 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3417, pruned_loss=0.1034, over 2472671.61 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06113, over 17203.41 utterances.], batch size: 43, lr: 1.23e-03
2022-08-20 17:43:34,357 INFO [train.py:927] (7/8) Epoch 2, batch 2400, giga_loss[loss=0.2735, simple_loss=0.3256, pruned_loss=0.1107, over 12450.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03462, over 40.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3405, pruned_loss=0.1034, over 2472346.83 frames. utt_duration=626.3 frames, utt_pad_proportion=0.05976, over 15828.45 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.3588, pruned_loss=0.1131, over 1730073.02 frames. utt_duration=1316 frames, utt_pad_proportion=0.04459, over 5264.77 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3398, pruned_loss=0.103, over 2472926.10 frames. utt_duration=591.1 frames, utt_pad_proportion=0.06149, over 16775.80 utterances.], batch size: 40, lr: 1.23e-03
2022-08-20 17:45:15,642 INFO [train.py:927] (7/8) Epoch 2, batch 2450, giga_loss[loss=0.271, simple_loss=0.3218, pruned_loss=0.1101, over 12236.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03268, over 45.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3387, pruned_loss=0.103, over 2471896.81 frames. utt_duration=635.9 frames, utt_pad_proportion=0.05943, over 15585.31 utterances.], libri_tot_loss[loss=0.2926, simple_loss=0.3592, pruned_loss=0.113, over 1752176.85 frames. utt_duration=1316 frames, utt_pad_proportion=0.04341, over 5332.84 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3373, pruned_loss=0.1025, over 2472259.73 frames. utt_duration=598.5 frames, utt_pad_proportion=0.0614, over 16564.34 utterances.], batch size: 45, lr: 1.23e-03
2022-08-20 17:46:56,718 INFO [train.py:927] (7/8) Epoch 2, batch 2500, giga_loss[loss=0.2329, simple_loss=0.3068, pruned_loss=0.0795, over 12381.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02777, over 70.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.337, pruned_loss=0.1033, over 2472403.97 frames. utt_duration=635.1 frames, utt_pad_proportion=0.05783, over 15608.17 utterances.], libri_tot_loss[loss=0.2946, simple_loss=0.3603, pruned_loss=0.1145, over 1773329.36 frames. utt_duration=1297 frames, utt_pad_proportion=0.04858, over 5474.70 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3346, pruned_loss=0.1016, over 2472891.83 frames. utt_duration=599 frames, utt_pad_proportion=0.05816, over 16553.45 utterances.], batch size: 70, lr: 1.23e-03
2022-08-20 17:48:39,208 INFO [train.py:927] (7/8) Epoch 2, batch 2550, giga_loss[loss=0.2913, simple_loss=0.3562, pruned_loss=0.1131, over 12443.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03391, over 105.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3343, pruned_loss=0.1012, over 2472770.00 frames. utt_duration=629.6 frames, utt_pad_proportion=0.05658, over 15747.47 utterances.], libri_tot_loss[loss=0.2934, simple_loss=0.3593, pruned_loss=0.1137, over 1794289.85 frames. utt_duration=1298 frames, utt_pad_proportion=0.04775, over 5536.65 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3322, pruned_loss=0.1001, over 2472963.71 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05722, over 16720.25 utterances.], batch size: 105, lr: 1.23e-03
2022-08-20 17:50:23,292 INFO [train.py:927] (7/8) Epoch 2, batch 2600, giga_loss[loss=0.2533, simple_loss=0.3343, pruned_loss=0.08612, over 12362.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3364, pruned_loss=0.1018, over 2473178.15 frames. utt_duration=617.6 frames, utt_pad_proportion=0.05393, over 16056.53 utterances.], libri_tot_loss[loss=0.2939, simple_loss=0.3603, pruned_loss=0.1137, over 1807642.46 frames. utt_duration=1293 frames, utt_pad_proportion=0.04777, over 5597.52 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3338, pruned_loss=0.1006, over 2473437.00 frames. utt_duration=585 frames, utt_pad_proportion=0.05462, over 16955.11 utterances.], batch size: 91, lr: 1.23e-03
2022-08-20 17:52:04,322 INFO [train.py:927] (7/8) Epoch 2, batch 2650, giga_loss[loss=0.2268, simple_loss=0.3074, pruned_loss=0.07307, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04287, over 34.00 utterances.], tot_loss[loss=0.278, simple_loss=0.3481, pruned_loss=0.104, over 2473530.38 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05289, over 16905.92 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3728, pruned_loss=0.1148, over 1826801.08 frames. utt_duration=1301 frames, utt_pad_proportion=0.04636, over 5624.20 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3371, pruned_loss=0.102, over 2474293.99 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05394, over 17918.74 utterances.], batch size: 34, lr: 1.23e-03
2022-08-20 17:53:45,026 INFO [train.py:927] (7/8) Epoch 2, batch 2700, giga_loss[loss=0.2564, simple_loss=0.3256, pruned_loss=0.09361, over 12406.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.02519, over 66.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3454, pruned_loss=0.1025, over 2473822.85 frames. utt_duration=553 frames, utt_pad_proportion=0.05653, over 17941.24 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3723, pruned_loss=0.115, over 1836253.63 frames. utt_duration=1301 frames, utt_pad_proportion=0.04577, over 5650.64 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3367, pruned_loss=0.1007, over 2474632.12 frames. utt_duration=525.6 frames, utt_pad_proportion=0.05739, over 18887.40 utterances.], batch size: 66, lr: 1.23e-03
2022-08-20 17:55:25,637 INFO [train.py:927] (7/8) Epoch 2, batch 2750, giga_loss[loss=0.2514, simple_loss=0.3315, pruned_loss=0.0857, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03191, over 75.00 utterances.], tot_loss[loss=0.2763, simple_loss=0.3454, pruned_loss=0.1036, over 2474638.57 frames. utt_duration=536.7 frames, utt_pad_proportion=0.05657, over 18493.89 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3718, pruned_loss=0.1151, over 1854943.89 frames. utt_duration=1286 frames, utt_pad_proportion=0.05039, over 5776.87 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.338, pruned_loss=0.1018, over 2475472.01 frames. utt_duration=510.1 frames, utt_pad_proportion=0.05618, over 19467.20 utterances.], batch size: 75, lr: 1.23e-03
2022-08-20 17:57:08,134 INFO [train.py:927] (7/8) Epoch 2, batch 2800, giga_loss[loss=0.2572, simple_loss=0.3238, pruned_loss=0.09534, over 12319.00 frames. utt_duration=1451 frames, utt_pad_proportion=0.05004, over 34.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3452, pruned_loss=0.1043, over 2474555.32 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05554, over 18343.01 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3709, pruned_loss=0.1147, over 1864132.50 frames. utt_duration=1290 frames, utt_pad_proportion=0.04967, over 5787.14 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3397, pruned_loss=0.1029, over 2475285.74 frames. utt_duration=515.1 frames, utt_pad_proportion=0.05551, over 19276.33 utterances.], batch size: 34, lr: 1.23e-03
2022-08-20 17:58:47,930 INFO [train.py:927] (7/8) Epoch 2, batch 2850, giga_loss[loss=0.3206, simple_loss=0.3813, pruned_loss=0.1299, over 12408.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0363, over 105.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3437, pruned_loss=0.1032, over 2474472.69 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05544, over 17366.59 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3702, pruned_loss=0.1147, over 1878975.53 frames. utt_duration=1296 frames, utt_pad_proportion=0.04847, over 5806.24 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3392, pruned_loss=0.1019, over 2475312.26 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05584, over 18374.91 utterances.], batch size: 105, lr: 1.22e-03
2022-08-20 18:00:30,398 INFO [train.py:927] (7/8) Epoch 2, batch 2900, giga_loss[loss=0.3006, simple_loss=0.3558, pruned_loss=0.1226, over 12360.00 frames. utt_duration=971 frames, utt_pad_proportion=0.0319, over 51.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3437, pruned_loss=0.1032, over 2474734.69 frames. utt_duration=554.8 frames, utt_pad_proportion=0.05895, over 17891.06 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3705, pruned_loss=0.1146, over 1884894.44 frames. utt_duration=1298 frames, utt_pad_proportion=0.04801, over 5815.19 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3396, pruned_loss=0.1021, over 2475408.14 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05927, over 18778.17 utterances.], batch size: 51, lr: 1.22e-03
2022-08-20 18:02:11,152 INFO [train.py:927] (7/8) Epoch 2, batch 2950, giga_loss[loss=0.2437, simple_loss=0.3116, pruned_loss=0.08791, over 12136.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.0419, over 33.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.343, pruned_loss=0.1023, over 2474041.25 frames. utt_duration=580.6 frames, utt_pad_proportion=0.05707, over 17089.18 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3725, pruned_loss=0.115, over 1893633.66 frames. utt_duration=1301 frames, utt_pad_proportion=0.04731, over 5828.92 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3382, pruned_loss=0.101, over 2474621.25 frames. utt_duration=553.5 frames, utt_pad_proportion=0.05769, over 17933.23 utterances.], batch size: 33, lr: 1.22e-03
2022-08-20 18:03:51,417 INFO [train.py:927] (7/8) Epoch 2, batch 3000, giga_loss[loss=0.2607, simple_loss=0.336, pruned_loss=0.0927, over 12347.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02983, over 91.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3383, pruned_loss=0.09992, over 2473691.21 frames. utt_duration=608.7 frames, utt_pad_proportion=0.05376, over 16295.49 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3718, pruned_loss=0.1152, over 1907788.70 frames. utt_duration=1304 frames, utt_pad_proportion=0.04643, over 5856.71 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3343, pruned_loss=0.0985, over 2474349.36 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05477, over 17188.62 utterances.], batch size: 91, lr: 1.22e-03
2022-08-20 18:03:51,418 INFO [train.py:958] (7/8) Computing validation loss
2022-08-20 18:04:08,263 INFO [train.py:967] (7/8) 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 18:05:44,494 INFO [train.py:927] (7/8) Epoch 2, batch 3050, giga_loss[loss=0.2697, simple_loss=0.3362, pruned_loss=0.1016, over 12484.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03425, over 43.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3396, pruned_loss=0.1004, over 2474070.85 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05828, over 16926.72 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.3717, pruned_loss=0.1159, over 1921871.05 frames. utt_duration=1290 frames, utt_pad_proportion=0.0515, over 5964.71 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3357, pruned_loss=0.09841, over 2474535.45 frames. utt_duration=558.1 frames, utt_pad_proportion=0.0575, over 17783.46 utterances.], batch size: 43, lr: 1.22e-03
2022-08-20 18:07:23,261 INFO [train.py:927] (7/8) Epoch 2, batch 3100, giga_loss[loss=0.2485, simple_loss=0.3111, pruned_loss=0.09295, over 12264.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02832, over 42.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3406, pruned_loss=0.1013, over 2474276.77 frames. utt_duration=572.6 frames, utt_pad_proportion=0.0562, over 17328.34 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3713, pruned_loss=0.1156, over 1935403.00 frames. utt_duration=1288 frames, utt_pad_proportion=0.05145, over 6019.14 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3372, pruned_loss=0.09967, over 2474777.37 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05576, over 18209.36 utterances.], batch size: 42, lr: 1.22e-03
2022-08-20 18:09:03,741 INFO [train.py:927] (7/8) Epoch 2, batch 3150, giga_loss[loss=0.2676, simple_loss=0.3246, pruned_loss=0.1053, over 12257.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03186, over 45.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3386, pruned_loss=0.1017, over 2474381.65 frames. utt_duration=592.8 frames, utt_pad_proportion=0.05337, over 16738.18 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3707, pruned_loss=0.1155, over 1948472.60 frames. utt_duration=1287 frames, utt_pad_proportion=0.05165, over 6061.62 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3355, pruned_loss=0.1001, over 2475034.91 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05307, over 17648.81 utterances.], batch size: 45, lr: 1.22e-03
2022-08-20 18:10:43,188 INFO [train.py:927] (7/8) Epoch 2, batch 3200, giga_loss[loss=0.299, simple_loss=0.3465, pruned_loss=0.1258, over 12335.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03064, over 48.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3373, pruned_loss=0.1021, over 2474130.17 frames. utt_duration=599 frames, utt_pad_proportion=0.05245, over 16562.48 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3705, pruned_loss=0.1156, over 1966567.40 frames. utt_duration=1284 frames, utt_pad_proportion=0.05115, over 6135.00 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3339, pruned_loss=0.1003, over 2474712.81 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05244, over 17564.85 utterances.], batch size: 48, lr: 1.22e-03
2022-08-20 18:12:20,838 INFO [train.py:927] (7/8) Epoch 2, batch 3250, giga_loss[loss=0.2524, simple_loss=0.317, pruned_loss=0.09385, over 12336.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03291, over 51.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3334, pruned_loss=0.1001, over 2473867.32 frames. utt_duration=611.7 frames, utt_pad_proportion=0.04986, over 16217.41 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3686, pruned_loss=0.1146, over 1983828.72 frames. utt_duration=1294 frames, utt_pad_proportion=0.04982, over 6140.06 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.331, pruned_loss=0.09897, over 2474560.27 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05043, over 17337.85 utterances.], batch size: 51, lr: 1.22e-03
2022-08-20 18:13:59,937 INFO [train.py:927] (7/8) Epoch 2, batch 3300, giga_loss[loss=0.2723, simple_loss=0.3288, pruned_loss=0.1079, over 12482.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03532, over 43.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3286, pruned_loss=0.09788, over 2474052.68 frames. utt_duration=611.2 frames, utt_pad_proportion=0.05059, over 16229.98 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3684, pruned_loss=0.1145, over 1988725.69 frames. utt_duration=1295 frames, utt_pad_proportion=0.04934, over 6147.63 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3266, pruned_loss=0.09693, over 2474590.39 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05114, over 17187.87 utterances.], batch size: 43, lr: 1.22e-03
2022-08-20 18:15:39,611 INFO [train.py:927] (7/8) Epoch 2, batch 3350, giga_loss[loss=0.28, simple_loss=0.3421, pruned_loss=0.1089, over 12462.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03015, over 55.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3307, pruned_loss=0.09932, over 2474566.65 frames. utt_duration=603 frames, utt_pad_proportion=0.05327, over 16456.86 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3684, pruned_loss=0.1149, over 2005468.06 frames. utt_duration=1298 frames, utt_pad_proportion=0.04817, over 6186.91 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3279, pruned_loss=0.09781, over 2475024.92 frames. utt_duration=566.8 frames, utt_pad_proportion=0.054, over 17514.50 utterances.], batch size: 55, lr: 1.21e-03
2022-08-20 18:17:23,064 INFO [train.py:927] (7/8) Epoch 2, batch 3400, giga_loss[loss=0.3216, simple_loss=0.3884, pruned_loss=0.1274, over 12379.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05196, over 161.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3346, pruned_loss=0.1024, over 2473510.90 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05641, over 16711.19 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3684, pruned_loss=0.1161, over 2016729.05 frames. utt_duration=1285 frames, utt_pad_proportion=0.05258, over 6282.69 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3316, pruned_loss=0.09998, over 2474193.64 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05548, over 17692.18 utterances.], batch size: 161, lr: 1.21e-03
2022-08-20 18:19:00,028 INFO [train.py:927] (7/8) Epoch 2, batch 3450, giga_loss[loss=0.2698, simple_loss=0.3321, pruned_loss=0.1037, over 12394.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3412, pruned_loss=0.1043, over 2473652.01 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05365, over 16527.40 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3726, pruned_loss=0.1166, over 2030457.95 frames. utt_duration=1288 frames, utt_pad_proportion=0.05115, over 6310.82 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3348, pruned_loss=0.1016, over 2474019.34 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05355, over 17575.10 utterances.], batch size: 62, lr: 1.21e-03
2022-08-20 18:20:45,476 INFO [train.py:927] (7/8) Epoch 2, batch 3500, giga_loss[loss=0.4007, simple_loss=0.432, pruned_loss=0.1847, over 12420.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05738, over 182.00 utterances.], tot_loss[loss=0.2884, simple_loss=0.3508, pruned_loss=0.113, over 2474326.27 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06222, over 17939.37 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3734, pruned_loss=0.1164, over 2041688.47 frames. utt_duration=1287 frames, utt_pad_proportion=0.05049, over 6351.51 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3445, pruned_loss=0.1108, over 2474378.52 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06199, over 18982.85 utterances.], batch size: 182, lr: 1.21e-03
2022-08-20 18:22:23,748 INFO [train.py:927] (7/8) Epoch 2, batch 3550, giga_loss[loss=0.2602, simple_loss=0.3371, pruned_loss=0.0917, over 12343.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03402, over 62.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3555, pruned_loss=0.1164, over 2474504.56 frames. utt_duration=548.3 frames, utt_pad_proportion=0.0629, over 18102.35 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.373, pruned_loss=0.1164, over 2047665.43 frames. utt_duration=1291 frames, utt_pad_proportion=0.04985, over 6351.22 utterances.], giga_tot_loss[loss=0.29, simple_loss=0.3506, pruned_loss=0.1147, over 2475010.29 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06296, over 19097.62 utterances.], batch size: 62, lr: 1.21e-03
2022-08-20 18:24:07,042 INFO [train.py:927] (7/8) Epoch 2, batch 3600, giga_loss[loss=0.3018, simple_loss=0.3703, pruned_loss=0.1167, over 12343.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03107, over 85.00 utterances.], tot_loss[loss=0.303, simple_loss=0.3614, pruned_loss=0.1223, over 2474365.19 frames. utt_duration=525.3 frames, utt_pad_proportion=0.0699, over 18896.45 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3717, pruned_loss=0.1158, over 2058239.66 frames. utt_duration=1298 frames, utt_pad_proportion=0.04878, over 6351.40 utterances.], giga_tot_loss[loss=0.3005, simple_loss=0.3581, pruned_loss=0.1215, over 2474753.99 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07009, over 19960.17 utterances.], batch size: 85, lr: 1.21e-03
2022-08-20 18:25:49,985 INFO [train.py:927] (7/8) Epoch 2, batch 3650, giga_loss[loss=0.2859, simple_loss=0.3505, pruned_loss=0.1106, over 12390.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02981, over 58.00 utterances.], tot_loss[loss=0.3113, simple_loss=0.3673, pruned_loss=0.1276, over 2474286.43 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07223, over 19855.23 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.3715, pruned_loss=0.1159, over 2064293.35 frames. utt_duration=1298 frames, utt_pad_proportion=0.04828, over 6369.05 utterances.], giga_tot_loss[loss=0.3093, simple_loss=0.3647, pruned_loss=0.1269, over 2474711.14 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07251, over 20854.65 utterances.], batch size: 58, lr: 1.21e-03
2022-08-20 18:27:33,662 INFO [train.py:927] (7/8) Epoch 2, batch 3700, giga_loss[loss=0.3532, simple_loss=0.3943, pruned_loss=0.156, over 12348.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02948, over 91.00 utterances.], tot_loss[loss=0.3226, simple_loss=0.3742, pruned_loss=0.1355, over 2474332.74 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07725, over 21360.72 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.3713, pruned_loss=0.1161, over 2070453.97 frames. utt_duration=1295 frames, utt_pad_proportion=0.04797, over 6401.40 utterances.], giga_tot_loss[loss=0.3212, simple_loss=0.3723, pruned_loss=0.135, over 2474630.30 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07743, over 22298.97 utterances.], batch size: 91, lr: 1.21e-03
2022-08-20 18:29:20,232 INFO [train.py:927] (7/8) Epoch 2, batch 3750, giga_loss[loss=0.3229, simple_loss=0.3786, pruned_loss=0.1336, over 12283.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02665, over 54.00 utterances.], tot_loss[loss=0.3302, simple_loss=0.3802, pruned_loss=0.1401, over 2474255.38 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07713, over 21457.83 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.372, pruned_loss=0.1158, over 2083971.78 frames. utt_duration=1282 frames, utt_pad_proportion=0.05168, over 6510.92 utterances.], giga_tot_loss[loss=0.3299, simple_loss=0.3784, pruned_loss=0.1407, over 2474865.59 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07664, over 22595.72 utterances.], batch size: 54, lr: 1.21e-03
2022-08-20 18:31:11,382 INFO [train.py:927] (7/8) Epoch 2, batch 3800, giga_loss[loss=0.4061, simple_loss=0.431, pruned_loss=0.1906, over 12430.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06122, over 183.00 utterances.], tot_loss[loss=0.3301, simple_loss=0.3791, pruned_loss=0.1406, over 2473909.06 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07615, over 21290.25 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.371, pruned_loss=0.1153, over 2091655.21 frames. utt_duration=1278 frames, utt_pad_proportion=0.05201, over 6552.44 utterances.], giga_tot_loss[loss=0.3311, simple_loss=0.3785, pruned_loss=0.1419, over 2474433.19 frames. utt_duration=442.6 frames, utt_pad_proportion=0.0759, over 22437.40 utterances.], batch size: 183, lr: 1.21e-03
2022-08-20 18:32:51,773 INFO [train.py:927] (7/8) Epoch 2, batch 3850, giga_loss[loss=0.4492, simple_loss=0.4506, pruned_loss=0.2239, over 12377.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1085, over 259.00 utterances.], tot_loss[loss=0.3309, simple_loss=0.38, pruned_loss=0.1409, over 2474466.75 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07556, over 21428.81 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3713, pruned_loss=0.1157, over 2103313.68 frames. utt_duration=1279 frames, utt_pad_proportion=0.05061, over 6587.48 utterances.], giga_tot_loss[loss=0.3322, simple_loss=0.3796, pruned_loss=0.1424, over 2474599.70 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07599, over 22719.88 utterances.], batch size: 259, lr: 1.20e-03
2022-08-20 18:34:33,854 INFO [train.py:927] (7/8) Epoch 2, batch 3900, giga_loss[loss=0.342, simple_loss=0.3595, pruned_loss=0.1623, over 12339.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.2129, over 373.00 utterances.], tot_loss[loss=0.3332, simple_loss=0.3815, pruned_loss=0.1424, over 2474446.68 frames. utt_duration=428.3 frames, utt_pad_proportion=0.08322, over 23191.04 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3708, pruned_loss=0.1156, over 2110694.21 frames. utt_duration=1280 frames, utt_pad_proportion=0.04979, over 6604.51 utterances.], giga_tot_loss[loss=0.335, simple_loss=0.3818, pruned_loss=0.1441, over 2474536.51 frames. utt_duration=405.8 frames, utt_pad_proportion=0.08353, over 24482.94 utterances.], batch size: 373, lr: 1.20e-03
2022-08-20 18:36:19,277 INFO [train.py:927] (7/8) Epoch 2, batch 3950, giga_loss[loss=0.3937, simple_loss=0.412, pruned_loss=0.1877, over 12331.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1877, over 361.00 utterances.], tot_loss[loss=0.3317, simple_loss=0.3806, pruned_loss=0.1414, over 2474749.70 frames. utt_duration=414.8 frames, utt_pad_proportion=0.08396, over 23947.29 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3698, pruned_loss=0.1154, over 2117650.36 frames. utt_duration=1284 frames, utt_pad_proportion=0.04895, over 6603.44 utterances.], giga_tot_loss[loss=0.3344, simple_loss=0.3818, pruned_loss=0.1435, over 2475063.47 frames. utt_duration=392.9 frames, utt_pad_proportion=0.08453, over 25292.60 utterances.], batch size: 361, lr: 1.20e-03
2022-08-20 18:38:02,500 INFO [train.py:927] (7/8) Epoch 2, batch 4000, libri_loss[loss=0.2643, simple_loss=0.3539, pruned_loss=0.08741, over 12246.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005091, over 34.00 utterances.], tot_loss[loss=0.3241, simple_loss=0.376, pruned_loss=0.1361, over 2474440.46 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07946, over 22550.79 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3692, pruned_loss=0.1145, over 2129310.11 frames. utt_duration=1288 frames, utt_pad_proportion=0.04748, over 6618.18 utterances.], giga_tot_loss[loss=0.328, simple_loss=0.3777, pruned_loss=0.1391, over 2475268.94 frames. utt_duration=411.5 frames, utt_pad_proportion=0.08088, over 24145.23 utterances.], batch size: 34, lr: 1.20e-03
2022-08-20 18:39:45,487 INFO [train.py:927] (7/8) Epoch 2, batch 4050, libri_loss[loss=0.2287, simple_loss=0.2977, pruned_loss=0.07981, over 12275.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.009735, over 28.00 utterances.], tot_loss[loss=0.3207, simple_loss=0.3738, pruned_loss=0.1338, over 2474707.35 frames. utt_duration=448 frames, utt_pad_proportion=0.08034, over 22169.68 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3694, pruned_loss=0.1146, over 2137585.45 frames. utt_duration=1293 frames, utt_pad_proportion=0.04649, over 6619.66 utterances.], giga_tot_loss[loss=0.3242, simple_loss=0.3751, pruned_loss=0.1367, over 2475629.28 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08189, over 23799.67 utterances.], batch size: 28, lr: 1.20e-03
2022-08-20 18:41:30,672 INFO [train.py:927] (7/8) Epoch 2, batch 4100, giga_loss[loss=0.2887, simple_loss=0.3479, pruned_loss=0.1147, over 12455.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03707, over 123.00 utterances.], tot_loss[loss=0.3171, simple_loss=0.3716, pruned_loss=0.1313, over 2474682.48 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07672, over 21235.43 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3684, pruned_loss=0.1141, over 2153996.22 frames. utt_duration=1291 frames, utt_pad_proportion=0.04606, over 6679.89 utterances.], giga_tot_loss[loss=0.3217, simple_loss=0.3736, pruned_loss=0.1349, over 2475496.77 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07889, over 23206.01 utterances.], batch size: 123, lr: 1.20e-03
2022-08-20 18:43:18,811 INFO [train.py:927] (7/8) Epoch 2, batch 4150, libri_loss[loss=0.2192, simple_loss=0.293, pruned_loss=0.0727, over 12238.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.03287, over 27.00 utterances.], tot_loss[loss=0.3146, simple_loss=0.3711, pruned_loss=0.1291, over 2474994.11 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07876, over 21621.61 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3676, pruned_loss=0.1138, over 2160291.16 frames. utt_duration=1280 frames, utt_pad_proportion=0.04972, over 6756.09 utterances.], giga_tot_loss[loss=0.3192, simple_loss=0.3734, pruned_loss=0.1325, over 2475719.80 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07974, over 23407.94 utterances.], batch size: 27, lr: 1.20e-03
2022-08-20 18:45:01,615 INFO [train.py:927] (7/8) Epoch 2, batch 4200, giga_loss[loss=0.2736, simple_loss=0.3516, pruned_loss=0.09777, over 12323.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04673, over 26.00 utterances.], tot_loss[loss=0.3156, simple_loss=0.3722, pruned_loss=0.1295, over 2474816.62 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07327, over 20936.33 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3669, pruned_loss=0.1138, over 2169547.91 frames. utt_duration=1281 frames, utt_pad_proportion=0.04887, over 6782.87 utterances.], giga_tot_loss[loss=0.3202, simple_loss=0.3749, pruned_loss=0.1327, over 2475475.14 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07494, over 22750.55 utterances.], batch size: 26, lr: 1.20e-03
2022-08-20 18:46:45,076 INFO [train.py:927] (7/8) Epoch 2, batch 4250, libri_loss[loss=0.3389, simple_loss=0.4753, pruned_loss=0.1013, over 12266.00 frames. utt_duration=963.7 frames, utt_pad_proportion=0.06794, over 51.00 utterances.], tot_loss[loss=0.314, simple_loss=0.3712, pruned_loss=0.1284, over 2475052.44 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07016, over 21063.40 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3671, pruned_loss=0.1132, over 2173921.97 frames. utt_duration=1282 frames, utt_pad_proportion=0.04867, over 6790.20 utterances.], giga_tot_loss[loss=0.3182, simple_loss=0.3731, pruned_loss=0.1316, over 2475734.11 frames. utt_duration=438 frames, utt_pad_proportion=0.07184, over 22686.51 utterances.], batch size: 51, lr: 1.20e-03
2022-08-20 18:48:27,535 INFO [train.py:927] (7/8) Epoch 2, batch 4300, giga_loss[loss=0.3538, simple_loss=0.3888, pruned_loss=0.1593, over 12385.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.3139, simple_loss=0.3699, pruned_loss=0.129, over 2474826.36 frames. utt_duration=449 frames, utt_pad_proportion=0.07906, over 22116.42 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3675, pruned_loss=0.1132, over 2175300.36 frames. utt_duration=1283 frames, utt_pad_proportion=0.04846, over 6790.25 utterances.], giga_tot_loss[loss=0.3171, simple_loss=0.3711, pruned_loss=0.1315, over 2475459.12 frames. utt_duration=423.8 frames, utt_pad_proportion=0.0799, over 23441.84 utterances.], batch size: 257, lr: 1.20e-03
2022-08-20 18:50:15,108 INFO [train.py:927] (7/8) Epoch 2, batch 4350, giga_loss[loss=0.3473, simple_loss=0.3677, pruned_loss=0.1634, over 12369.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2075, over 371.00 utterances.], tot_loss[loss=0.3172, simple_loss=0.3765, pruned_loss=0.129, over 2473866.87 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07861, over 21573.32 utterances.], libri_tot_loss[loss=0.303, simple_loss=0.3759, pruned_loss=0.1151, over 2179438.14 frames. utt_duration=1287 frames, utt_pad_proportion=0.0479, over 6781.43 utterances.], giga_tot_loss[loss=0.315, simple_loss=0.3709, pruned_loss=0.1296, over 2474643.34 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07955, over 22823.67 utterances.], batch size: 371, lr: 1.19e-03
2022-08-20 18:52:00,841 INFO [train.py:927] (7/8) Epoch 2, batch 4400, giga_loss[loss=0.3043, simple_loss=0.3622, pruned_loss=0.1232, over 12387.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02956, over 97.00 utterances.], tot_loss[loss=0.3171, simple_loss=0.3756, pruned_loss=0.1293, over 2474336.27 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07835, over 21713.40 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3763, pruned_loss=0.1154, over 2186848.27 frames. utt_duration=1277 frames, utt_pad_proportion=0.05128, over 6860.48 utterances.], giga_tot_loss[loss=0.3153, simple_loss=0.3709, pruned_loss=0.1298, over 2474844.79 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07843, over 22967.30 utterances.], batch size: 97, lr: 1.19e-03
2022-08-20 18:53:44,420 INFO [train.py:927] (7/8) Epoch 2, batch 4450, giga_loss[loss=0.2463, simple_loss=0.303, pruned_loss=0.09477, over 12190.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.02998, over 36.00 utterances.], tot_loss[loss=0.3123, simple_loss=0.3711, pruned_loss=0.1268, over 2474925.25 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07579, over 21230.41 utterances.], libri_tot_loss[loss=0.3023, simple_loss=0.3753, pruned_loss=0.1146, over 2195121.03 frames. utt_duration=1282 frames, utt_pad_proportion=0.04998, over 6859.61 utterances.], giga_tot_loss[loss=0.3122, simple_loss=0.3681, pruned_loss=0.1282, over 2475573.23 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07655, over 22634.79 utterances.], batch size: 36, lr: 1.19e-03
2022-08-20 18:55:27,333 INFO [train.py:927] (7/8) Epoch 2, batch 4500, giga_loss[loss=0.3929, simple_loss=0.415, pruned_loss=0.1854, over 12371.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.3108, simple_loss=0.3686, pruned_loss=0.1265, over 2474919.54 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07661, over 21504.78 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.3748, pruned_loss=0.1144, over 2198817.94 frames. utt_duration=1282 frames, utt_pad_proportion=0.04943, over 6868.67 utterances.], giga_tot_loss[loss=0.3113, simple_loss=0.3665, pruned_loss=0.128, over 2475840.51 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07738, over 22792.00 utterances.], batch size: 257, lr: 1.19e-03
2022-08-20 18:57:10,599 INFO [train.py:927] (7/8) Epoch 2, batch 4550, giga_loss[loss=0.2998, simple_loss=0.359, pruned_loss=0.1204, over 12209.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03245, over 39.00 utterances.], tot_loss[loss=0.3083, simple_loss=0.3656, pruned_loss=0.1255, over 2474747.39 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07912, over 21530.49 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3745, pruned_loss=0.1143, over 2201295.08 frames. utt_duration=1283 frames, utt_pad_proportion=0.04903, over 6873.00 utterances.], giga_tot_loss[loss=0.3088, simple_loss=0.3641, pruned_loss=0.1268, over 2475701.30 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0798, over 22668.30 utterances.], batch size: 39, lr: 1.19e-03
2022-08-20 18:58:51,021 INFO [train.py:927] (7/8) Epoch 2, batch 4600, giga_loss[loss=0.3096, simple_loss=0.3697, pruned_loss=0.1247, over 12356.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03231, over 97.00 utterances.], tot_loss[loss=0.3074, simple_loss=0.3647, pruned_loss=0.1251, over 2474569.84 frames. utt_duration=448.5 frames, utt_pad_proportion=0.08298, over 22141.33 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3738, pruned_loss=0.1143, over 2207681.06 frames. utt_duration=1286 frames, utt_pad_proportion=0.04826, over 6874.33 utterances.], giga_tot_loss[loss=0.3083, simple_loss=0.3639, pruned_loss=0.1264, over 2475685.01 frames. utt_duration=424.7 frames, utt_pad_proportion=0.08377, over 23393.86 utterances.], batch size: 97, lr: 1.19e-03
2022-08-20 19:00:34,029 INFO [train.py:927] (7/8) Epoch 2, batch 4650, giga_loss[loss=0.2605, simple_loss=0.3316, pruned_loss=0.09468, over 12406.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02707, over 58.00 utterances.], tot_loss[loss=0.3048, simple_loss=0.3635, pruned_loss=0.123, over 2473957.41 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07601, over 20372.71 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3724, pruned_loss=0.114, over 2220546.87 frames. utt_duration=1285 frames, utt_pad_proportion=0.04755, over 6920.19 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3635, pruned_loss=0.1248, over 2475021.29 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07782, over 21992.23 utterances.], batch size: 58, lr: 1.19e-03
2022-08-20 19:02:21,326 INFO [train.py:927] (7/8) Epoch 2, batch 4700, giga_loss[loss=0.299, simple_loss=0.3628, pruned_loss=0.1176, over 12338.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02915, over 66.00 utterances.], tot_loss[loss=0.3076, simple_loss=0.3667, pruned_loss=0.1243, over 2474240.03 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07913, over 20631.54 utterances.], libri_tot_loss[loss=0.3023, simple_loss=0.3754, pruned_loss=0.1146, over 2226952.43 frames. utt_duration=1259 frames, utt_pad_proportion=0.05734, over 7086.05 utterances.], giga_tot_loss[loss=0.3073, simple_loss=0.3639, pruned_loss=0.1254, over 2474984.86 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07805, over 22087.50 utterances.], batch size: 66, lr: 1.19e-03
2022-08-20 19:04:04,820 INFO [train.py:927] (7/8) Epoch 2, batch 4750, giga_loss[loss=0.2774, simple_loss=0.345, pruned_loss=0.1049, over 12372.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03099, over 62.00 utterances.], tot_loss[loss=0.3097, simple_loss=0.3675, pruned_loss=0.1259, over 2474225.55 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07576, over 20350.89 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3753, pruned_loss=0.1145, over 2235413.77 frames. utt_duration=1248 frames, utt_pad_proportion=0.05995, over 7174.07 utterances.], giga_tot_loss[loss=0.3098, simple_loss=0.3651, pruned_loss=0.1272, over 2474878.85 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07468, over 21856.34 utterances.], batch size: 62, lr: 1.19e-03
2022-08-20 19:05:48,989 INFO [train.py:927] (7/8) Epoch 2, batch 4800, giga_loss[loss=0.288, simple_loss=0.352, pruned_loss=0.112, over 12445.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03743, over 123.00 utterances.], tot_loss[loss=0.3079, simple_loss=0.3654, pruned_loss=0.1252, over 2473521.61 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07194, over 19849.70 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3739, pruned_loss=0.1136, over 2241791.87 frames. utt_duration=1255 frames, utt_pad_proportion=0.05877, over 7153.88 utterances.], giga_tot_loss[loss=0.3094, simple_loss=0.3644, pruned_loss=0.1272, over 2474658.33 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07175, over 21406.45 utterances.], batch size: 123, lr: 1.19e-03
2022-08-20 19:07:29,117 INFO [train.py:927] (7/8) Epoch 2, batch 4850, giga_loss[loss=0.2784, simple_loss=0.3529, pruned_loss=0.102, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02992, over 80.00 utterances.], tot_loss[loss=0.3039, simple_loss=0.3625, pruned_loss=0.1226, over 2473156.15 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06882, over 19084.85 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3723, pruned_loss=0.1128, over 2250516.03 frames. utt_duration=1255 frames, utt_pad_proportion=0.05828, over 7182.42 utterances.], giga_tot_loss[loss=0.3067, simple_loss=0.3628, pruned_loss=0.1253, over 2474434.38 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06915, over 20766.82 utterances.], batch size: 80, lr: 1.19e-03
2022-08-20 19:09:13,164 INFO [train.py:927] (7/8) Epoch 2, batch 4900, giga_loss[loss=0.3003, simple_loss=0.3581, pruned_loss=0.1213, over 12369.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02755, over 85.00 utterances.], tot_loss[loss=0.3009, simple_loss=0.3602, pruned_loss=0.1208, over 2472682.40 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06623, over 18920.48 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3708, pruned_loss=0.1123, over 2256507.68 frames. utt_duration=1262 frames, utt_pad_proportion=0.05697, over 7162.27 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.3613, pruned_loss=0.1236, over 2474268.89 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06717, over 20608.12 utterances.], batch size: 85, lr: 1.18e-03
2022-08-20 19:11:01,365 INFO [train.py:927] (7/8) Epoch 2, batch 4950, giga_loss[loss=0.2692, simple_loss=0.3358, pruned_loss=0.1013, over 12385.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02933, over 85.00 utterances.], tot_loss[loss=0.3007, simple_loss=0.3589, pruned_loss=0.1212, over 2472489.11 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06454, over 18693.51 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3696, pruned_loss=0.1117, over 2260567.35 frames. utt_duration=1267 frames, utt_pad_proportion=0.05609, over 7144.14 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.3605, pruned_loss=0.124, over 2473944.35 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06572, over 20242.49 utterances.], batch size: 85, lr: 1.18e-03
2022-08-20 19:12:46,552 INFO [train.py:927] (7/8) Epoch 2, batch 5000, giga_loss[loss=0.2973, simple_loss=0.3758, pruned_loss=0.1094, over 12374.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03364, over 122.00 utterances.], tot_loss[loss=0.3089, simple_loss=0.367, pruned_loss=0.1254, over 2472968.79 frames. utt_duration=485 frames, utt_pad_proportion=0.07332, over 20456.71 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3732, pruned_loss=0.1125, over 2264724.46 frames. utt_duration=1253 frames, utt_pad_proportion=0.06052, over 7239.44 utterances.], giga_tot_loss[loss=0.3096, simple_loss=0.3649, pruned_loss=0.1272, over 2474171.37 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07243, over 21834.86 utterances.], batch size: 122, lr: 1.18e-03
2022-08-20 19:14:34,060 INFO [train.py:927] (7/8) Epoch 2, batch 5050, giga_loss[loss=0.3301, simple_loss=0.3811, pruned_loss=0.1395, over 12430.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03779, over 133.00 utterances.], tot_loss[loss=0.3118, simple_loss=0.3708, pruned_loss=0.1265, over 2474384.89 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06896, over 20686.32 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3741, pruned_loss=0.1128, over 2266838.94 frames. utt_duration=1253 frames, utt_pad_proportion=0.05999, over 7243.04 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3685, pruned_loss=0.1277, over 2475303.33 frames. utt_duration=453.9 frames, utt_pad_proportion=0.06867, over 21883.89 utterances.], batch size: 133, lr: 1.18e-03
2022-08-20 19:16:18,165 INFO [train.py:927] (7/8) Epoch 2, batch 5100, giga_loss[loss=0.3244, simple_loss=0.3807, pruned_loss=0.1341, over 12386.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02714, over 70.00 utterances.], tot_loss[loss=0.313, simple_loss=0.3711, pruned_loss=0.1275, over 2473676.04 frames. utt_duration=496.1 frames, utt_pad_proportion=0.06399, over 20003.66 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3733, pruned_loss=0.1124, over 2269833.90 frames. utt_duration=1258 frames, utt_pad_proportion=0.05932, over 7227.45 utterances.], giga_tot_loss[loss=0.3138, simple_loss=0.3699, pruned_loss=0.1289, over 2474480.76 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06423, over 21130.27 utterances.], batch size: 70, lr: 1.18e-03
2022-08-20 19:18:04,975 INFO [train.py:927] (7/8) Epoch 2, batch 5150, giga_loss[loss=0.3138, simple_loss=0.3534, pruned_loss=0.1371, over 12392.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.0385, over 37.00 utterances.], tot_loss[loss=0.312, simple_loss=0.3692, pruned_loss=0.1274, over 2474274.54 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06753, over 20085.50 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3722, pruned_loss=0.112, over 2275066.86 frames. utt_duration=1261 frames, utt_pad_proportion=0.05816, over 7222.82 utterances.], giga_tot_loss[loss=0.3137, simple_loss=0.369, pruned_loss=0.1292, over 2474746.90 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06797, over 21271.24 utterances.], batch size: 37, lr: 1.18e-03
2022-08-20 19:19:50,629 INFO [train.py:927] (7/8) Epoch 2, batch 5200, libri_loss[loss=0.3508, simple_loss=0.4347, pruned_loss=0.1335, over 12404.00 frames. utt_duration=955.6 frames, utt_pad_proportion=0.07586, over 52.00 utterances.], tot_loss[loss=0.3145, simple_loss=0.3712, pruned_loss=0.1289, over 2474830.45 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07417, over 20333.76 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3751, pruned_loss=0.1136, over 2282090.94 frames. utt_duration=1249 frames, utt_pad_proportion=0.06187, over 7317.58 utterances.], giga_tot_loss[loss=0.3138, simple_loss=0.3685, pruned_loss=0.1296, over 2475081.42 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07327, over 21626.03 utterances.], batch size: 52, lr: 1.18e-03
2022-08-20 19:21:37,103 INFO [train.py:927] (7/8) Epoch 2, batch 5250, giga_loss[loss=0.3802, simple_loss=0.4023, pruned_loss=0.179, over 12402.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.103, over 258.00 utterances.], tot_loss[loss=0.3164, simple_loss=0.3721, pruned_loss=0.1304, over 2475417.40 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07204, over 20681.61 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3751, pruned_loss=0.1136, over 2285734.69 frames. utt_duration=1253 frames, utt_pad_proportion=0.06087, over 7304.27 utterances.], giga_tot_loss[loss=0.3161, simple_loss=0.3698, pruned_loss=0.1312, over 2475813.37 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07177, over 21953.68 utterances.], batch size: 258, lr: 1.18e-03
2022-08-20 19:23:23,936 INFO [train.py:927] (7/8) Epoch 2, batch 5300, giga_loss[loss=0.2599, simple_loss=0.3248, pruned_loss=0.09747, over 12409.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04191, over 34.00 utterances.], tot_loss[loss=0.3118, simple_loss=0.3677, pruned_loss=0.128, over 2475060.89 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07111, over 20047.00 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3746, pruned_loss=0.1135, over 2289339.94 frames. utt_duration=1257 frames, utt_pad_proportion=0.05988, over 7295.22 utterances.], giga_tot_loss[loss=0.3122, simple_loss=0.3663, pruned_loss=0.1291, over 2475525.40 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07133, over 21306.55 utterances.], batch size: 34, lr: 1.18e-03
2022-08-20 19:25:07,687 INFO [train.py:927] (7/8) Epoch 2, batch 5350, giga_loss[loss=0.2908, simple_loss=0.3566, pruned_loss=0.1126, over 12456.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03366, over 86.00 utterances.], tot_loss[loss=0.3108, simple_loss=0.367, pruned_loss=0.1273, over 2475437.82 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07164, over 19963.15 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3742, pruned_loss=0.1135, over 2294741.49 frames. utt_duration=1246 frames, utt_pad_proportion=0.06373, over 7375.66 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.366, pruned_loss=0.1285, over 2475871.22 frames. utt_duration=467.7 frames, utt_pad_proportion=0.0707, over 21243.75 utterances.], batch size: 86, lr: 1.18e-03
2022-08-20 19:27:02,224 INFO [train.py:927] (7/8) Epoch 2, batch 5400, libri_loss[loss=0.2646, simple_loss=0.3435, pruned_loss=0.09289, over 12450.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005902, over 35.00 utterances.], tot_loss[loss=0.3102, simple_loss=0.3663, pruned_loss=0.127, over 2475565.36 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07446, over 20245.21 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3736, pruned_loss=0.1132, over 2297440.15 frames. utt_duration=1249 frames, utt_pad_proportion=0.06294, over 7366.09 utterances.], giga_tot_loss[loss=0.3114, simple_loss=0.3659, pruned_loss=0.1284, over 2475893.49 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07386, over 21432.38 utterances.], batch size: 35, lr: 1.18e-03
2022-08-20 19:28:49,545 INFO [train.py:927] (7/8) Epoch 2, batch 5450, giga_loss[loss=0.2937, simple_loss=0.3621, pruned_loss=0.1127, over 12434.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.0312, over 80.00 utterances.], tot_loss[loss=0.3081, simple_loss=0.3666, pruned_loss=0.1248, over 2475281.18 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07676, over 19937.73 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.373, pruned_loss=0.113, over 2302498.70 frames. utt_duration=1238 frames, utt_pad_proportion=0.06635, over 7450.05 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.3666, pruned_loss=0.1265, over 2475729.71 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07517, over 21142.69 utterances.], batch size: 80, lr: 1.17e-03
2022-08-20 19:30:33,547 INFO [train.py:927] (7/8) Epoch 2, batch 5500, giga_loss[loss=0.4695, simple_loss=0.4627, pruned_loss=0.2382, over 12363.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.3093, simple_loss=0.3693, pruned_loss=0.1247, over 2474584.41 frames. utt_duration=520.7 frames, utt_pad_proportion=0.07162, over 19064.61 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3738, pruned_loss=0.1133, over 2307503.24 frames. utt_duration=1238 frames, utt_pad_proportion=0.06557, over 7465.30 utterances.], giga_tot_loss[loss=0.3102, simple_loss=0.3684, pruned_loss=0.126, over 2475036.49 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07092, over 20342.94 utterances.], batch size: 257, lr: 1.17e-03
2022-08-20 19:32:16,140 INFO [train.py:927] (7/8) Epoch 2, batch 5550, giga_loss[loss=0.3113, simple_loss=0.3641, pruned_loss=0.1292, over 12279.00 frames. utt_duration=848.3 frames, utt_pad_proportion=0.03267, over 58.00 utterances.], tot_loss[loss=0.3124, simple_loss=0.371, pruned_loss=0.1269, over 2475299.09 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06681, over 18906.89 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3729, pruned_loss=0.1129, over 2314208.07 frames. utt_duration=1241 frames, utt_pad_proportion=0.06366, over 7466.99 utterances.], giga_tot_loss[loss=0.3142, simple_loss=0.3709, pruned_loss=0.1288, over 2475538.22 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06723, over 20364.94 utterances.], batch size: 58, lr: 1.17e-03
2022-08-20 19:33:59,129 INFO [train.py:927] (7/8) Epoch 2, batch 5600, giga_loss[loss=0.2655, simple_loss=0.3435, pruned_loss=0.09381, over 12266.00 frames. utt_duration=910 frames, utt_pad_proportion=0.0257, over 54.00 utterances.], tot_loss[loss=0.3129, simple_loss=0.3709, pruned_loss=0.1274, over 2474356.40 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06772, over 19010.73 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3727, pruned_loss=0.1128, over 2319764.40 frames. utt_duration=1237 frames, utt_pad_proportion=0.06357, over 7512.47 utterances.], giga_tot_loss[loss=0.3149, simple_loss=0.371, pruned_loss=0.1294, over 2474529.16 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06804, over 20489.19 utterances.], batch size: 54, lr: 1.17e-03
2022-08-20 19:35:42,036 INFO [train.py:927] (7/8) Epoch 2, batch 5650, giga_loss[loss=0.2988, simple_loss=0.3718, pruned_loss=0.1128, over 12340.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03118, over 85.00 utterances.], tot_loss[loss=0.3107, simple_loss=0.3706, pruned_loss=0.1254, over 2474690.10 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06408, over 19047.67 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3721, pruned_loss=0.1126, over 2323617.78 frames. utt_duration=1238 frames, utt_pad_proportion=0.06252, over 7516.76 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.371, pruned_loss=0.1275, over 2474815.03 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06494, over 20491.80 utterances.], batch size: 85, lr: 1.17e-03
2022-08-20 19:37:27,599 INFO [train.py:927] (7/8) Epoch 2, batch 5700, giga_loss[loss=0.2997, simple_loss=0.3613, pruned_loss=0.119, over 12385.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02989, over 97.00 utterances.], tot_loss[loss=0.3088, simple_loss=0.3697, pruned_loss=0.124, over 2475000.83 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06437, over 18929.39 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3716, pruned_loss=0.1122, over 2327185.52 frames. utt_duration=1235 frames, utt_pad_proportion=0.06254, over 7547.71 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.3705, pruned_loss=0.1263, over 2475277.19 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06509, over 20317.56 utterances.], batch size: 97, lr: 1.17e-03
2022-08-20 19:39:14,478 INFO [train.py:927] (7/8) Epoch 2, batch 5750, giga_loss[loss=0.2947, simple_loss=0.3541, pruned_loss=0.1177, over 12437.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03795, over 123.00 utterances.], tot_loss[loss=0.3084, simple_loss=0.3679, pruned_loss=0.1244, over 2475183.02 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07263, over 19837.48 utterances.], libri_tot_loss[loss=0.297, simple_loss=0.3706, pruned_loss=0.1117, over 2329638.46 frames. utt_duration=1239 frames, utt_pad_proportion=0.06156, over 7528.89 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.3693, pruned_loss=0.1269, over 2475873.34 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07313, over 21180.06 utterances.], batch size: 123, lr: 1.17e-03
2022-08-20 19:41:01,097 INFO [train.py:927] (7/8) Epoch 2, batch 5800, giga_loss[loss=0.3907, simple_loss=0.409, pruned_loss=0.1862, over 12392.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.3106, simple_loss=0.3683, pruned_loss=0.1265, over 2475705.31 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07053, over 20843.76 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3707, pruned_loss=0.1118, over 2333224.31 frames. utt_duration=1241 frames, utt_pad_proportion=0.06047, over 7528.54 utterances.], giga_tot_loss[loss=0.3134, simple_loss=0.3693, pruned_loss=0.1287, over 2476269.04 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07144, over 22198.06 utterances.], batch size: 257, lr: 1.17e-03
2022-08-20 19:42:44,241 INFO [train.py:927] (7/8) Epoch 2, batch 5850, libri_loss[loss=0.2829, simple_loss=0.3732, pruned_loss=0.09631, over 12270.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008215, over 37.00 utterances.], tot_loss[loss=0.3106, simple_loss=0.3675, pruned_loss=0.1269, over 2474917.24 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07087, over 20567.98 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3699, pruned_loss=0.1112, over 2337372.80 frames. utt_duration=1249 frames, utt_pad_proportion=0.05902, over 7494.65 utterances.], giga_tot_loss[loss=0.3141, simple_loss=0.3689, pruned_loss=0.1296, over 2476061.71 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07214, over 22107.85 utterances.], batch size: 37, lr: 1.17e-03
2022-08-20 19:44:24,005 INFO [train.py:927] (7/8) Epoch 2, batch 5900, giga_loss[loss=0.2634, simple_loss=0.3387, pruned_loss=0.0941, over 12350.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.0338, over 62.00 utterances.], tot_loss[loss=0.3072, simple_loss=0.3649, pruned_loss=0.1247, over 2475080.78 frames. utt_duration=469 frames, utt_pad_proportion=0.07141, over 21177.89 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.37, pruned_loss=0.1113, over 2338572.90 frames. utt_duration=1234 frames, utt_pad_proportion=0.06349, over 7588.30 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.3659, pruned_loss=0.1269, over 2476118.41 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07126, over 22419.55 utterances.], batch size: 62, lr: 1.17e-03
2022-08-20 19:46:08,050 INFO [train.py:927] (7/8) Epoch 2, batch 5950, giga_loss[loss=0.3375, simple_loss=0.3635, pruned_loss=0.1557, over 12355.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2122, over 373.00 utterances.], tot_loss[loss=0.3052, simple_loss=0.3633, pruned_loss=0.1235, over 2475011.97 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07269, over 21889.67 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.3696, pruned_loss=0.1111, over 2342006.01 frames. utt_duration=1236 frames, utt_pad_proportion=0.06327, over 7586.82 utterances.], giga_tot_loss[loss=0.3078, simple_loss=0.3644, pruned_loss=0.1257, over 2475796.94 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07261, over 23210.96 utterances.], batch size: 373, lr: 1.17e-03
2022-08-20 19:47:57,700 INFO [train.py:927] (7/8) Epoch 2, batch 6000, giga_loss[loss=0.2675, simple_loss=0.3261, pruned_loss=0.1044, over 12478.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03414, over 43.00 utterances.], tot_loss[loss=0.3022, simple_loss=0.3613, pruned_loss=0.1216, over 2474413.33 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06802, over 20853.11 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3715, pruned_loss=0.1115, over 2344600.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.06232, over 7570.27 utterances.], giga_tot_loss[loss=0.3034, simple_loss=0.3604, pruned_loss=0.1232, over 2475079.04 frames. utt_duration=448.2 frames, utt_pad_proportion=0.06854, over 22163.50 utterances.], batch size: 43, lr: 1.16e-03
2022-08-20 19:47:57,701 INFO [train.py:958] (7/8) Computing validation loss
2022-08-20 19:48:11,750 INFO [train.py:967] (7/8) 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 19:49:55,991 INFO [train.py:927] (7/8) Epoch 2, batch 6050, giga_loss[loss=0.2579, simple_loss=0.3212, pruned_loss=0.09727, over 12428.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04446, over 34.00 utterances.], tot_loss[loss=0.3025, simple_loss=0.3614, pruned_loss=0.1218, over 2474771.92 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07211, over 21093.36 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3715, pruned_loss=0.1115, over 2345330.40 frames. utt_duration=1241 frames, utt_pad_proportion=0.06206, over 7567.42 utterances.], giga_tot_loss[loss=0.3035, simple_loss=0.3606, pruned_loss=0.1231, over 2475214.86 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07243, over 22187.53 utterances.], batch size: 34, lr: 1.16e-03
2022-08-20 19:51:41,271 INFO [train.py:927] (7/8) Epoch 2, batch 6100, libri_loss[loss=0.2316, simple_loss=0.2941, pruned_loss=0.08454, over 12305.00 frames. utt_duration=1824 frames, utt_pad_proportion=0.03981, over 27.00 utterances.], tot_loss[loss=0.3011, simple_loss=0.36, pruned_loss=0.1211, over 2473607.27 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07733, over 21552.71 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3698, pruned_loss=0.1107, over 2348553.28 frames. utt_duration=1248 frames, utt_pad_proportion=0.0608, over 7537.74 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.3605, pruned_loss=0.123, over 2474475.03 frames. utt_duration=435.4 frames, utt_pad_proportion=0.0778, over 22810.07 utterances.], batch size: 27, lr: 1.16e-03
2022-08-20 19:53:24,972 INFO [train.py:927] (7/8) Epoch 2, batch 6150, giga_loss[loss=0.2762, simple_loss=0.3422, pruned_loss=0.1051, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02751, over 45.00 utterances.], tot_loss[loss=0.3015, simple_loss=0.3598, pruned_loss=0.1216, over 2473566.33 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07492, over 21090.02 utterances.], libri_tot_loss[loss=0.2955, simple_loss=0.3693, pruned_loss=0.1109, over 2353951.70 frames. utt_duration=1251 frames, utt_pad_proportion=0.05885, over 7534.08 utterances.], giga_tot_loss[loss=0.3036, simple_loss=0.3603, pruned_loss=0.1235, over 2473833.35 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07625, over 22609.96 utterances.], batch size: 45, lr: 1.16e-03
2022-08-20 19:55:10,615 INFO [train.py:927] (7/8) Epoch 2, batch 6200, giga_loss[loss=0.4104, simple_loss=0.4148, pruned_loss=0.203, over 12389.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1111, over 260.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.3613, pruned_loss=0.1237, over 2473814.87 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07663, over 21065.27 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3679, pruned_loss=0.1109, over 2359482.61 frames. utt_duration=1242 frames, utt_pad_proportion=0.06199, over 7604.99 utterances.], giga_tot_loss[loss=0.3069, simple_loss=0.3625, pruned_loss=0.1257, over 2474367.43 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07684, over 22863.08 utterances.], batch size: 260, lr: 1.16e-03
2022-08-20 19:56:57,270 INFO [train.py:927] (7/8) Epoch 2, batch 6250, giga_loss[loss=0.3126, simple_loss=0.3728, pruned_loss=0.1262, over 12479.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02679, over 55.00 utterances.], tot_loss[loss=0.3069, simple_loss=0.3636, pruned_loss=0.1252, over 2473366.13 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07536, over 20784.60 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.368, pruned_loss=0.1109, over 2361095.43 frames. utt_duration=1244 frames, utt_pad_proportion=0.06123, over 7600.96 utterances.], giga_tot_loss[loss=0.3091, simple_loss=0.3644, pruned_loss=0.127, over 2473876.45 frames. utt_duration=443.6 frames, utt_pad_proportion=0.0759, over 22382.84 utterances.], batch size: 55, lr: 1.16e-03
2022-08-20 19:58:46,374 INFO [train.py:927] (7/8) Epoch 2, batch 6300, giga_loss[loss=0.3127, simple_loss=0.3563, pruned_loss=0.1346, over 12354.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1934, over 364.00 utterances.], tot_loss[loss=0.3077, simple_loss=0.3662, pruned_loss=0.1246, over 2473626.23 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07585, over 21109.57 utterances.], libri_tot_loss[loss=0.2955, simple_loss=0.3694, pruned_loss=0.1108, over 2362831.67 frames. utt_duration=1246 frames, utt_pad_proportion=0.06057, over 7593.03 utterances.], giga_tot_loss[loss=0.3091, simple_loss=0.3655, pruned_loss=0.1263, over 2473972.25 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07651, over 22558.95 utterances.], batch size: 364, lr: 1.16e-03
2022-08-20 20:00:34,038 INFO [train.py:927] (7/8) Epoch 2, batch 6350, giga_loss[loss=0.2441, simple_loss=0.3123, pruned_loss=0.08797, over 12354.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04414, over 26.00 utterances.], tot_loss[loss=0.3087, simple_loss=0.3657, pruned_loss=0.1258, over 2473869.13 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07694, over 21231.89 utterances.], libri_tot_loss[loss=0.2952, simple_loss=0.3688, pruned_loss=0.1108, over 2365811.35 frames. utt_duration=1236 frames, utt_pad_proportion=0.06368, over 7668.27 utterances.], giga_tot_loss[loss=0.3105, simple_loss=0.3658, pruned_loss=0.1276, over 2474435.49 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07673, over 22704.63 utterances.], batch size: 26, lr: 1.16e-03
2022-08-20 20:02:21,128 INFO [train.py:927] (7/8) Epoch 2, batch 6400, giga_loss[loss=0.3614, simple_loss=0.3866, pruned_loss=0.1681, over 12356.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1993, over 367.00 utterances.], tot_loss[loss=0.3049, simple_loss=0.3623, pruned_loss=0.1237, over 2473489.59 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07813, over 21222.69 utterances.], libri_tot_loss[loss=0.2932, simple_loss=0.3668, pruned_loss=0.1098, over 2369760.27 frames. utt_duration=1245 frames, utt_pad_proportion=0.06178, over 7624.28 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.364, pruned_loss=0.1265, over 2474218.47 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07862, over 22951.09 utterances.], batch size: 367, lr: 1.16e-03
2022-08-20 20:04:07,555 INFO [train.py:927] (7/8) Epoch 2, batch 6450, giga_loss[loss=0.3569, simple_loss=0.3731, pruned_loss=0.1704, over 12343.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2062, over 370.00 utterances.], tot_loss[loss=0.3059, simple_loss=0.3623, pruned_loss=0.1248, over 2473561.61 frames. utt_duration=452.9 frames, utt_pad_proportion=0.08161, over 21916.96 utterances.], libri_tot_loss[loss=0.2936, simple_loss=0.3668, pruned_loss=0.1102, over 2371775.88 frames. utt_duration=1244 frames, utt_pad_proportion=0.06102, over 7633.60 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.3635, pruned_loss=0.1269, over 2474189.20 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08211, over 23545.85 utterances.], batch size: 370, lr: 1.16e-03
2022-08-20 20:05:52,124 INFO [train.py:927] (7/8) Epoch 2, batch 6500, giga_loss[loss=0.3837, simple_loss=0.3892, pruned_loss=0.1891, over 12372.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2095, over 372.00 utterances.], tot_loss[loss=0.3086, simple_loss=0.3647, pruned_loss=0.1262, over 2473296.26 frames. utt_duration=443 frames, utt_pad_proportion=0.08422, over 22407.96 utterances.], libri_tot_loss[loss=0.2945, simple_loss=0.3684, pruned_loss=0.1103, over 2373052.16 frames. utt_duration=1247 frames, utt_pad_proportion=0.06049, over 7624.06 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3641, pruned_loss=0.1281, over 2474016.25 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08469, over 23896.99 utterances.], batch size: 372, lr: 1.16e-03
2022-08-20 20:07:35,242 INFO [train.py:927] (7/8) Epoch 2, batch 6550, giga_loss[loss=0.3197, simple_loss=0.353, pruned_loss=0.1432, over 12420.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04237, over 26.00 utterances.], tot_loss[loss=0.31, simple_loss=0.3665, pruned_loss=0.1268, over 2473762.89 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07855, over 21656.10 utterances.], libri_tot_loss[loss=0.2946, simple_loss=0.369, pruned_loss=0.1101, over 2375616.26 frames. utt_duration=1243 frames, utt_pad_proportion=0.05981, over 7653.08 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.3654, pruned_loss=0.1288, over 2474261.14 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07966, over 23156.40 utterances.], batch size: 26, lr: 1.16e-03
2022-08-20 20:09:20,596 INFO [train.py:927] (7/8) Epoch 2, batch 6600, giga_loss[loss=0.2837, simple_loss=0.351, pruned_loss=0.1082, over 12272.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02429, over 54.00 utterances.], tot_loss[loss=0.312, simple_loss=0.3669, pruned_loss=0.1285, over 2474367.68 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07666, over 22361.67 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.369, pruned_loss=0.1103, over 2376731.10 frames. utt_duration=1243 frames, utt_pad_proportion=0.05939, over 7660.51 utterances.], giga_tot_loss[loss=0.3132, simple_loss=0.3661, pruned_loss=0.1301, over 2474644.99 frames. utt_duration=419.8 frames, utt_pad_proportion=0.07778, over 23664.02 utterances.], batch size: 54, lr: 1.15e-03
2022-08-20 20:11:08,916 INFO [train.py:927] (7/8) Epoch 2, batch 6650, giga_loss[loss=0.2808, simple_loss=0.3565, pruned_loss=0.1026, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03603, over 40.00 utterances.], tot_loss[loss=0.3126, simple_loss=0.3669, pruned_loss=0.1291, over 2474879.56 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07876, over 22511.07 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3687, pruned_loss=0.1106, over 2378023.10 frames. utt_duration=1245 frames, utt_pad_proportion=0.05867, over 7649.67 utterances.], giga_tot_loss[loss=0.3136, simple_loss=0.3665, pruned_loss=0.1304, over 2475239.98 frames. utt_duration=418.6 frames, utt_pad_proportion=0.0798, over 23738.62 utterances.], batch size: 40, lr: 1.15e-03
2022-08-20 20:12:53,336 INFO [train.py:927] (7/8) Epoch 2, batch 6700, giga_loss[loss=0.3086, simple_loss=0.368, pruned_loss=0.1246, over 12421.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03358, over 75.00 utterances.], tot_loss[loss=0.3109, simple_loss=0.3659, pruned_loss=0.1279, over 2475421.53 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07633, over 21705.35 utterances.], libri_tot_loss[loss=0.2929, simple_loss=0.3669, pruned_loss=0.1094, over 2382247.57 frames. utt_duration=1254 frames, utt_pad_proportion=0.05679, over 7606.24 utterances.], giga_tot_loss[loss=0.3144, simple_loss=0.3672, pruned_loss=0.1308, over 2475788.62 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07811, over 23349.27 utterances.], batch size: 75, lr: 1.15e-03
2022-08-20 20:14:34,901 INFO [train.py:927] (7/8) Epoch 2, batch 6750, giga_loss[loss=0.2971, simple_loss=0.353, pruned_loss=0.1206, over 12282.00 frames. utt_duration=848.5 frames, utt_pad_proportion=0.03802, over 58.00 utterances.], tot_loss[loss=0.311, simple_loss=0.3658, pruned_loss=0.1281, over 2475341.86 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07212, over 21196.99 utterances.], libri_tot_loss[loss=0.2917, simple_loss=0.3658, pruned_loss=0.1089, over 2384352.32 frames. utt_duration=1259 frames, utt_pad_proportion=0.05567, over 7587.26 utterances.], giga_tot_loss[loss=0.3152, simple_loss=0.3677, pruned_loss=0.1313, over 2475825.89 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07427, over 22833.94 utterances.], batch size: 58, lr: 1.15e-03
2022-08-20 20:16:17,818 INFO [train.py:927] (7/8) Epoch 2, batch 6800, giga_loss[loss=0.3319, simple_loss=0.379, pruned_loss=0.1423, over 12436.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03783, over 105.00 utterances.], tot_loss[loss=0.3104, simple_loss=0.3675, pruned_loss=0.1266, over 2474884.40 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06895, over 20725.85 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.3667, pruned_loss=0.1088, over 2386720.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05438, over 7574.82 utterances.], giga_tot_loss[loss=0.3138, simple_loss=0.3682, pruned_loss=0.1297, over 2475562.57 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07145, over 22418.94 utterances.], batch size: 105, lr: 1.15e-03
2022-08-20 20:18:02,501 INFO [train.py:927] (7/8) Epoch 2, batch 6850, giga_loss[loss=0.2837, simple_loss=0.3528, pruned_loss=0.1073, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02729, over 48.00 utterances.], tot_loss[loss=0.3076, simple_loss=0.3653, pruned_loss=0.125, over 2474811.65 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06786, over 20240.54 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.3665, pruned_loss=0.109, over 2388324.22 frames. utt_duration=1263 frames, utt_pad_proportion=0.05348, over 7572.35 utterances.], giga_tot_loss[loss=0.3106, simple_loss=0.366, pruned_loss=0.1276, over 2475476.28 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07032, over 21815.13 utterances.], batch size: 48, lr: 1.15e-03
2022-08-20 20:19:44,787 INFO [train.py:927] (7/8) Epoch 2, batch 6900, giga_loss[loss=0.285, simple_loss=0.354, pruned_loss=0.108, over 12437.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03496, over 86.00 utterances.], tot_loss[loss=0.3095, simple_loss=0.3667, pruned_loss=0.1262, over 2474556.28 frames. utt_duration=477 frames, utt_pad_proportion=0.06744, over 20815.50 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.3664, pruned_loss=0.1092, over 2389464.50 frames. utt_duration=1266 frames, utt_pad_proportion=0.05266, over 7560.94 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3674, pruned_loss=0.1283, over 2475637.49 frames. utt_duration=445.2 frames, utt_pad_proportion=0.06971, over 22319.09 utterances.], batch size: 86, lr: 1.15e-03
2022-08-20 20:21:31,228 INFO [train.py:927] (7/8) Epoch 2, batch 6950, giga_loss[loss=0.2788, simple_loss=0.3448, pruned_loss=0.1064, over 12384.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0373, over 113.00 utterances.], tot_loss[loss=0.3087, simple_loss=0.3654, pruned_loss=0.1259, over 2474308.45 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06784, over 20740.01 utterances.], libri_tot_loss[loss=0.2912, simple_loss=0.3649, pruned_loss=0.1087, over 2392626.83 frames. utt_duration=1276 frames, utt_pad_proportion=0.05156, over 7511.28 utterances.], giga_tot_loss[loss=0.3124, simple_loss=0.3673, pruned_loss=0.1288, over 2475344.03 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07011, over 22469.65 utterances.], batch size: 113, lr: 1.15e-03
2022-08-20 20:23:16,189 INFO [train.py:927] (7/8) Epoch 2, batch 7000, giga_loss[loss=0.2892, simple_loss=0.3477, pruned_loss=0.1154, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02835, over 45.00 utterances.], tot_loss[loss=0.3089, simple_loss=0.3653, pruned_loss=0.1262, over 2474859.64 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07028, over 20776.60 utterances.], libri_tot_loss[loss=0.2907, simple_loss=0.3646, pruned_loss=0.1084, over 2394044.48 frames. utt_duration=1274 frames, utt_pad_proportion=0.0512, over 7526.52 utterances.], giga_tot_loss[loss=0.3125, simple_loss=0.3671, pruned_loss=0.1289, over 2475502.61 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07213, over 22303.78 utterances.], batch size: 45, lr: 1.15e-03
2022-08-20 20:24:59,217 INFO [train.py:927] (7/8) Epoch 2, batch 7050, giga_loss[loss=0.4162, simple_loss=0.4269, pruned_loss=0.2027, over 12363.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.3133, simple_loss=0.3685, pruned_loss=0.129, over 2474527.92 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07808, over 22327.90 utterances.], libri_tot_loss[loss=0.2912, simple_loss=0.3654, pruned_loss=0.1085, over 2394464.26 frames. utt_duration=1274 frames, utt_pad_proportion=0.05098, over 7526.89 utterances.], giga_tot_loss[loss=0.3157, simple_loss=0.3691, pruned_loss=0.1311, over 2475016.06 frames. utt_duration=421.1 frames, utt_pad_proportion=0.07916, over 23592.12 utterances.], batch size: 258, lr: 1.15e-03
2022-08-20 20:26:41,482 INFO [train.py:927] (7/8) Epoch 2, batch 7100, giga_loss[loss=0.293, simple_loss=0.3537, pruned_loss=0.1161, over 12315.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0258, over 45.00 utterances.], tot_loss[loss=0.314, simple_loss=0.3706, pruned_loss=0.1286, over 2474482.47 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07706, over 22274.61 utterances.], libri_tot_loss[loss=0.2931, simple_loss=0.3682, pruned_loss=0.109, over 2397462.05 frames. utt_duration=1249 frames, utt_pad_proportion=0.05871, over 7685.31 utterances.], giga_tot_loss[loss=0.3149, simple_loss=0.3688, pruned_loss=0.1305, over 2474667.02 frames. utt_duration=420.4 frames, utt_pad_proportion=0.07613, over 23629.13 utterances.], batch size: 45, lr: 1.15e-03
2022-08-20 20:28:24,674 INFO [train.py:927] (7/8) Epoch 2, batch 7150, giga_loss[loss=0.3587, simple_loss=0.3983, pruned_loss=0.1595, over 12365.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05022, over 161.00 utterances.], tot_loss[loss=0.3149, simple_loss=0.3704, pruned_loss=0.1297, over 2474270.41 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07752, over 21810.91 utterances.], libri_tot_loss[loss=0.2935, simple_loss=0.368, pruned_loss=0.1095, over 2398492.32 frames. utt_duration=1252 frames, utt_pad_proportion=0.05783, over 7673.73 utterances.], giga_tot_loss[loss=0.3157, simple_loss=0.3692, pruned_loss=0.1311, over 2474846.68 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07711, over 23148.45 utterances.], batch size: 161, lr: 1.15e-03
2022-08-20 20:30:10,804 INFO [train.py:927] (7/8) Epoch 2, batch 7200, giga_loss[loss=0.3179, simple_loss=0.3469, pruned_loss=0.1445, over 12358.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2039, over 369.00 utterances.], tot_loss[loss=0.3115, simple_loss=0.3669, pruned_loss=0.1281, over 2474084.38 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07826, over 21434.61 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.3666, pruned_loss=0.1089, over 2400336.77 frames. utt_duration=1256 frames, utt_pad_proportion=0.05659, over 7653.61 utterances.], giga_tot_loss[loss=0.3139, simple_loss=0.3672, pruned_loss=0.1303, over 2474912.50 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07838, over 22899.54 utterances.], batch size: 369, lr: 1.14e-03
2022-08-20 20:31:57,315 INFO [train.py:927] (7/8) Epoch 2, batch 7250, giga_loss[loss=0.2732, simple_loss=0.3322, pruned_loss=0.1071, over 12325.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03267, over 85.00 utterances.], tot_loss[loss=0.3079, simple_loss=0.3629, pruned_loss=0.1265, over 2474093.43 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07731, over 21674.97 utterances.], libri_tot_loss[loss=0.292, simple_loss=0.3663, pruned_loss=0.1089, over 2401630.65 frames. utt_duration=1252 frames, utt_pad_proportion=0.05679, over 7679.11 utterances.], giga_tot_loss[loss=0.3103, simple_loss=0.3635, pruned_loss=0.1285, over 2474914.97 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07754, over 23060.37 utterances.], batch size: 85, lr: 1.14e-03
2022-08-20 20:33:44,144 INFO [train.py:927] (7/8) Epoch 2, batch 7300, giga_loss[loss=0.26, simple_loss=0.3337, pruned_loss=0.09309, over 12384.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.3059, simple_loss=0.3606, pruned_loss=0.1256, over 2473555.36 frames. utt_duration=446.4 frames, utt_pad_proportion=0.0814, over 22239.63 utterances.], libri_tot_loss[loss=0.2916, simple_loss=0.3658, pruned_loss=0.1086, over 2403163.13 frames. utt_duration=1256 frames, utt_pad_proportion=0.05565, over 7661.31 utterances.], giga_tot_loss[loss=0.3086, simple_loss=0.3613, pruned_loss=0.1279, over 2474446.31 frames. utt_duration=419.4 frames, utt_pad_proportion=0.08185, over 23682.86 utterances.], batch size: 91, lr: 1.14e-03
2022-08-20 20:35:28,192 INFO [train.py:927] (7/8) Epoch 2, batch 7350, giga_loss[loss=0.2855, simple_loss=0.3538, pruned_loss=0.1086, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03327, over 58.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3599, pruned_loss=0.1227, over 2474121.22 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07978, over 22960.10 utterances.], libri_tot_loss[loss=0.2917, simple_loss=0.3658, pruned_loss=0.1088, over 2404660.53 frames. utt_duration=1247 frames, utt_pad_proportion=0.05904, over 7721.18 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.3604, pruned_loss=0.1247, over 2475051.93 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07952, over 24381.51 utterances.], batch size: 58, lr: 1.14e-03
2022-08-20 20:37:20,282 INFO [train.py:927] (7/8) Epoch 2, batch 7400, giga_loss[loss=0.2724, simple_loss=0.3409, pruned_loss=0.1019, over 12342.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03013, over 91.00 utterances.], tot_loss[loss=0.2957, simple_loss=0.356, pruned_loss=0.1177, over 2474838.68 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07287, over 23245.24 utterances.], libri_tot_loss[loss=0.2913, simple_loss=0.3653, pruned_loss=0.1086, over 2405308.99 frames. utt_duration=1251 frames, utt_pad_proportion=0.05866, over 7702.01 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3568, pruned_loss=0.1196, over 2475619.50 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07314, over 24518.24 utterances.], batch size: 91, lr: 1.14e-03
2022-08-20 20:39:05,080 INFO [train.py:927] (7/8) Epoch 2, batch 7450, giga_loss[loss=0.2735, simple_loss=0.3587, pruned_loss=0.0941, over 12437.00 frames. utt_duration=441.6 frames, utt_pad_proportion=0.03362, over 113.00 utterances.], tot_loss[loss=0.2876, simple_loss=0.3517, pruned_loss=0.1118, over 2475106.77 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07204, over 22959.32 utterances.], libri_tot_loss[loss=0.2912, simple_loss=0.3651, pruned_loss=0.1086, over 2407233.29 frames. utt_duration=1254 frames, utt_pad_proportion=0.05734, over 7686.21 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.3522, pruned_loss=0.1135, over 2475879.54 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07279, over 24403.39 utterances.], batch size: 113, lr: 1.14e-03
2022-08-20 20:40:50,728 INFO [train.py:927] (7/8) Epoch 2, batch 7500, giga_loss[loss=0.2583, simple_loss=0.336, pruned_loss=0.0903, over 12435.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03754, over 133.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.3505, pruned_loss=0.1096, over 2475236.37 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07129, over 23399.94 utterances.], libri_tot_loss[loss=0.2905, simple_loss=0.3644, pruned_loss=0.1083, over 2407939.84 frames. utt_duration=1256 frames, utt_pad_proportion=0.05668, over 7676.98 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3513, pruned_loss=0.1113, over 2476134.22 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07218, over 24776.86 utterances.], batch size: 133, lr: 1.14e-03
2022-08-20 20:42:33,724 INFO [train.py:927] (7/8) Epoch 2, batch 7550, giga_loss[loss=0.2558, simple_loss=0.3306, pruned_loss=0.09053, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03596, over 113.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3464, pruned_loss=0.1059, over 2475247.02 frames. utt_duration=429.8 frames, utt_pad_proportion=0.0686, over 23113.35 utterances.], libri_tot_loss[loss=0.2892, simple_loss=0.3632, pruned_loss=0.1076, over 2410278.06 frames. utt_duration=1264 frames, utt_pad_proportion=0.05507, over 7638.52 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3477, pruned_loss=0.1078, over 2476258.25 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07006, over 24841.84 utterances.], batch size: 113, lr: 1.14e-03
2022-08-20 20:44:17,608 INFO [train.py:927] (7/8) Epoch 2, batch 7600, giga_loss[loss=0.2543, simple_loss=0.3374, pruned_loss=0.08564, over 12435.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.0387, over 123.00 utterances.], tot_loss[loss=0.2774, simple_loss=0.3459, pruned_loss=0.1045, over 2475437.42 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07053, over 23706.69 utterances.], libri_tot_loss[loss=0.2892, simple_loss=0.3635, pruned_loss=0.1074, over 2412106.34 frames. utt_duration=1267 frames, utt_pad_proportion=0.05384, over 7623.59 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.346, pruned_loss=0.1061, over 2476345.11 frames. utt_duration=389.2 frames, utt_pad_proportion=0.07206, over 25544.64 utterances.], batch size: 123, lr: 1.14e-03
2022-08-20 20:46:00,742 INFO [train.py:927] (7/8) Epoch 2, batch 7650, libri_loss[loss=0.2705, simple_loss=0.3434, pruned_loss=0.09877, over 12141.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006356, over 35.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3441, pruned_loss=0.1025, over 2475813.69 frames. utt_duration=420.7 frames, utt_pad_proportion=0.07023, over 23621.79 utterances.], libri_tot_loss[loss=0.2894, simple_loss=0.3637, pruned_loss=0.1076, over 2413543.01 frames. utt_duration=1265 frames, utt_pad_proportion=0.05319, over 7642.66 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.3436, pruned_loss=0.1036, over 2476679.89 frames. utt_duration=390.7 frames, utt_pad_proportion=0.0718, over 25454.41 utterances.], batch size: 35, lr: 1.14e-03
2022-08-20 20:47:43,511 INFO [train.py:927] (7/8) Epoch 2, batch 7700, giga_loss[loss=0.2548, simple_loss=0.3356, pruned_loss=0.08699, over 12447.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03473, over 86.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3389, pruned_loss=0.09859, over 2476433.91 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06873, over 23921.55 utterances.], libri_tot_loss[loss=0.2898, simple_loss=0.3638, pruned_loss=0.1079, over 2414505.26 frames. utt_duration=1241 frames, utt_pad_proportion=0.06183, over 7794.83 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3382, pruned_loss=0.09913, over 2477089.36 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06808, over 25453.87 utterances.], batch size: 86, lr: 1.14e-03
2022-08-20 20:49:24,183 INFO [train.py:927] (7/8) Epoch 2, batch 7750, giga_loss[loss=0.2705, simple_loss=0.358, pruned_loss=0.09153, over 12386.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04103, over 133.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3379, pruned_loss=0.098, over 2476045.66 frames. utt_duration=403.4 frames, utt_pad_proportion=0.0728, over 24638.72 utterances.], libri_tot_loss[loss=0.2902, simple_loss=0.3644, pruned_loss=0.108, over 2416270.06 frames. utt_duration=1231 frames, utt_pad_proportion=0.0643, over 7862.23 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3359, pruned_loss=0.09805, over 2476880.88 frames. utt_duration=377.8 frames, utt_pad_proportion=0.07135, over 26324.51 utterances.], batch size: 133, lr: 1.14e-03
2022-08-20 20:51:21,507 INFO [train.py:927] (7/8) Epoch 2, batch 7800, giga_loss[loss=0.2817, simple_loss=0.3419, pruned_loss=0.1108, over 12402.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3387, pruned_loss=0.09772, over 2476084.77 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07764, over 24985.48 utterances.], libri_tot_loss[loss=0.2897, simple_loss=0.3639, pruned_loss=0.1077, over 2417728.62 frames. utt_duration=1224 frames, utt_pad_proportion=0.06714, over 7908.49 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3368, pruned_loss=0.09765, over 2477030.71 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07545, over 26749.12 utterances.], batch size: 257, lr: 1.13e-03
2022-08-20 20:53:20,155 INFO [train.py:927] (7/8) Epoch 2, batch 7850, libri_loss[loss=0.2977, simple_loss=0.3639, pruned_loss=0.1157, over 12458.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.007838, over 39.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3381, pruned_loss=0.09658, over 2476533.21 frames. utt_duration=409.8 frames, utt_pad_proportion=0.07375, over 24257.91 utterances.], libri_tot_loss[loss=0.289, simple_loss=0.3634, pruned_loss=0.1073, over 2419604.05 frames. utt_duration=1229 frames, utt_pad_proportion=0.0656, over 7881.55 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3363, pruned_loss=0.09663, over 2477173.22 frames. utt_duration=380.1 frames, utt_pad_proportion=0.07269, over 26165.69 utterances.], batch size: 39, lr: 1.13e-03
2022-08-20 20:55:23,876 INFO [train.py:927] (7/8) Epoch 2, batch 7900, giga_loss[loss=0.2453, simple_loss=0.3341, pruned_loss=0.07826, over 12366.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02973, over 85.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3343, pruned_loss=0.09416, over 2476636.85 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07552, over 25442.15 utterances.], libri_tot_loss[loss=0.2882, simple_loss=0.3627, pruned_loss=0.1069, over 2420004.80 frames. utt_duration=1232 frames, utt_pad_proportion=0.06516, over 7863.77 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3333, pruned_loss=0.09448, over 2477288.97 frames. utt_duration=367 frames, utt_pad_proportion=0.07474, over 27103.63 utterances.], batch size: 85, lr: 1.13e-03
2022-08-20 20:57:34,084 INFO [train.py:927] (7/8) Epoch 2, batch 7950, libri_loss[loss=0.2832, simple_loss=0.4024, pruned_loss=0.08204, over 12465.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004725, over 35.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3338, pruned_loss=0.09234, over 2477344.90 frames. utt_duration=401.2 frames, utt_pad_proportion=0.075, over 24783.52 utterances.], libri_tot_loss[loss=0.2893, simple_loss=0.3651, pruned_loss=0.1067, over 2421405.27 frames. utt_duration=1236 frames, utt_pad_proportion=0.06388, over 7844.32 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3302, pruned_loss=0.09242, over 2477871.76 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07482, over 26520.22 utterances.], batch size: 35, lr: 1.13e-03
2022-08-20 20:59:31,417 INFO [train.py:927] (7/8) Epoch 2, batch 8000, giga_loss[loss=0.2494, simple_loss=0.3298, pruned_loss=0.08452, over 12391.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04961, over 161.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3325, pruned_loss=0.09193, over 2477589.56 frames. utt_duration=400 frames, utt_pad_proportion=0.0732, over 24857.91 utterances.], libri_tot_loss[loss=0.2892, simple_loss=0.3653, pruned_loss=0.1066, over 2422041.10 frames. utt_duration=1240 frames, utt_pad_proportion=0.06298, over 7824.53 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3289, pruned_loss=0.09188, over 2478448.31 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07344, over 26549.87 utterances.], batch size: 161, lr: 1.13e-03
2022-08-20 21:01:39,907 INFO [train.py:927] (7/8) Epoch 2, batch 8050, giga_loss[loss=0.2131, simple_loss=0.2801, pruned_loss=0.07307, over 12359.00 frames. utt_duration=141.7 frames, utt_pad_proportion=0.1666, over 352.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3326, pruned_loss=0.09167, over 2476797.30 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07425, over 25027.10 utterances.], libri_tot_loss[loss=0.2889, simple_loss=0.3651, pruned_loss=0.1064, over 2422937.72 frames. utt_duration=1242 frames, utt_pad_proportion=0.06204, over 7814.11 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3294, pruned_loss=0.09151, over 2477635.12 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07468, over 26695.32 utterances.], batch size: 352, lr: 1.13e-03
2022-08-20 21:03:50,607 INFO [train.py:927] (7/8) Epoch 2, batch 8100, giga_loss[loss=0.2446, simple_loss=0.3185, pruned_loss=0.08531, over 12390.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06016, over 182.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3292, pruned_loss=0.08966, over 2476751.25 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06924, over 24056.86 utterances.], libri_tot_loss[loss=0.2882, simple_loss=0.3643, pruned_loss=0.106, over 2423747.42 frames. utt_duration=1241 frames, utt_pad_proportion=0.06199, over 7823.59 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3267, pruned_loss=0.08955, over 2477636.43 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06997, over 25671.70 utterances.], batch size: 182, lr: 1.13e-03
2022-08-20 21:05:53,129 INFO [train.py:927] (7/8) Epoch 2, batch 8150, giga_loss[loss=0.2402, simple_loss=0.3364, pruned_loss=0.07199, over 12432.00 frames. utt_duration=508.4 frames, utt_pad_proportion=0.03718, over 98.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3311, pruned_loss=0.0896, over 2476932.57 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06875, over 24329.76 utterances.], libri_tot_loss[loss=0.2877, simple_loss=0.3636, pruned_loss=0.1059, over 2425035.28 frames. utt_duration=1246 frames, utt_pad_proportion=0.06055, over 7792.20 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3288, pruned_loss=0.08923, over 2477916.55 frames. utt_duration=381 frames, utt_pad_proportion=0.0698, over 26097.13 utterances.], batch size: 98, lr: 1.13e-03
2022-08-20 21:07:56,461 INFO [train.py:927] (7/8) Epoch 2, batch 8200, giga_loss[loss=0.2283, simple_loss=0.3198, pruned_loss=0.06844, over 12295.00 frames. utt_duration=912.1 frames, utt_pad_proportion=0.02554, over 54.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3322, pruned_loss=0.08894, over 2477119.09 frames. utt_duration=407.8 frames, utt_pad_proportion=0.0734, over 24369.98 utterances.], libri_tot_loss[loss=0.2877, simple_loss=0.3634, pruned_loss=0.106, over 2426644.43 frames. utt_duration=1225 frames, utt_pad_proportion=0.06811, over 7936.54 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3295, pruned_loss=0.08796, over 2478067.73 frames. utt_duration=379.8 frames, utt_pad_proportion=0.07188, over 26180.60 utterances.], batch size: 54, lr: 1.13e-03
2022-08-20 21:10:04,747 INFO [train.py:927] (7/8) Epoch 2, batch 8250, giga_loss[loss=0.2324, simple_loss=0.3154, pruned_loss=0.07475, over 12383.00 frames. utt_duration=661.5 frames, utt_pad_proportion=0.03432, over 75.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3314, pruned_loss=0.08799, over 2477307.37 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07054, over 23885.88 utterances.], libri_tot_loss[loss=0.2874, simple_loss=0.363, pruned_loss=0.1059, over 2426921.21 frames. utt_duration=1226 frames, utt_pad_proportion=0.06788, over 7926.86 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3294, pruned_loss=0.08725, over 2478029.87 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06954, over 25376.35 utterances.], batch size: 75, lr: 1.13e-03
2022-08-20 21:12:31,589 INFO [train.py:927] (7/8) Epoch 2, batch 8300, giga_loss[loss=0.219, simple_loss=0.3099, pruned_loss=0.06408, over 12374.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3323, pruned_loss=0.08949, over 2477627.00 frames. utt_duration=419 frames, utt_pad_proportion=0.06856, over 23721.50 utterances.], libri_tot_loss[loss=0.2867, simple_loss=0.3623, pruned_loss=0.1056, over 2428635.92 frames. utt_duration=1227 frames, utt_pad_proportion=0.06726, over 7928.10 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3305, pruned_loss=0.08873, over 2478007.88 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06805, over 25345.61 utterances.], batch size: 58, lr: 1.13e-03
2022-08-20 21:14:37,642 INFO [train.py:927] (7/8) Epoch 2, batch 8350, giga_loss[loss=0.2809, simple_loss=0.3469, pruned_loss=0.1075, over 12403.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07059, over 212.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3289, pruned_loss=0.08767, over 2477580.16 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06979, over 23755.62 utterances.], libri_tot_loss[loss=0.2858, simple_loss=0.3614, pruned_loss=0.1051, over 2429895.96 frames. utt_duration=1233 frames, utt_pad_proportion=0.06574, over 7895.60 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3274, pruned_loss=0.08703, over 2478066.20 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06979, over 25524.16 utterances.], batch size: 212, lr: 1.13e-03
2022-08-20 21:16:40,722 INFO [train.py:927] (7/8) Epoch 2, batch 8400, giga_loss[loss=0.232, simple_loss=0.313, pruned_loss=0.07555, over 12331.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.0304, over 66.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3282, pruned_loss=0.08769, over 2477983.45 frames. utt_duration=429.9 frames, utt_pad_proportion=0.06559, over 23119.35 utterances.], libri_tot_loss[loss=0.2852, simple_loss=0.361, pruned_loss=0.1047, over 2431765.09 frames. utt_duration=1226 frames, utt_pad_proportion=0.06547, over 7941.86 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.326, pruned_loss=0.08685, over 2478582.96 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06597, over 25130.03 utterances.], batch size: 66, lr: 1.13e-03
2022-08-20 21:18:44,599 INFO [train.py:927] (7/8) Epoch 2, batch 8450, giga_loss[loss=0.2231, simple_loss=0.3009, pruned_loss=0.07262, over 12413.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03146, over 122.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3303, pruned_loss=0.08904, over 2477695.36 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06501, over 23586.13 utterances.], libri_tot_loss[loss=0.2848, simple_loss=0.3607, pruned_loss=0.1044, over 2432556.15 frames. utt_duration=1217 frames, utt_pad_proportion=0.06866, over 8004.76 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3281, pruned_loss=0.08823, over 2478476.82 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06451, over 25473.63 utterances.], batch size: 122, lr: 1.12e-03
2022-08-20 21:20:40,576 INFO [train.py:927] (7/8) Epoch 2, batch 8500, giga_loss[loss=0.2166, simple_loss=0.298, pruned_loss=0.06758, over 12355.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03238, over 62.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3296, pruned_loss=0.09012, over 2477712.62 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06397, over 23238.73 utterances.], libri_tot_loss[loss=0.284, simple_loss=0.3597, pruned_loss=0.1041, over 2433575.15 frames. utt_duration=1221 frames, utt_pad_proportion=0.06711, over 7984.08 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3277, pruned_loss=0.08928, over 2478817.38 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06403, over 25256.78 utterances.], batch size: 62, lr: 1.12e-03
2022-08-20 21:22:54,518 INFO [train.py:927] (7/8) Epoch 2, batch 8550, giga_loss[loss=0.2597, simple_loss=0.3445, pruned_loss=0.08744, over 12357.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.02947, over 51.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3305, pruned_loss=0.09043, over 2477830.13 frames. utt_duration=412.9 frames, utt_pad_proportion=0.0666, over 24073.16 utterances.], libri_tot_loss[loss=0.2836, simple_loss=0.3593, pruned_loss=0.104, over 2433883.91 frames. utt_duration=1224 frames, utt_pad_proportion=0.06638, over 7961.42 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3291, pruned_loss=0.08973, over 2478996.01 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06666, over 25894.24 utterances.], batch size: 51, lr: 1.12e-03
2022-08-20 21:25:15,477 INFO [train.py:927] (7/8) Epoch 2, batch 8600, giga_loss[loss=0.2432, simple_loss=0.3156, pruned_loss=0.08544, over 12418.00 frames. utt_duration=339.4 frames, utt_pad_proportion=0.0492, over 147.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3296, pruned_loss=0.09009, over 2478444.23 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06371, over 24079.72 utterances.], libri_tot_loss[loss=0.2831, simple_loss=0.3589, pruned_loss=0.1037, over 2434351.89 frames. utt_duration=1224 frames, utt_pad_proportion=0.06593, over 7965.03 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3285, pruned_loss=0.08958, over 2479516.39 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06404, over 25709.83 utterances.], batch size: 147, lr: 1.12e-03
2022-08-20 21:27:22,683 INFO [train.py:927] (7/8) Epoch 2, batch 8650, giga_loss[loss=0.2455, simple_loss=0.314, pruned_loss=0.08845, over 12322.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03507, over 58.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3256, pruned_loss=0.08855, over 2478281.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06284, over 24287.09 utterances.], libri_tot_loss[loss=0.2832, simple_loss=0.3591, pruned_loss=0.1036, over 2434699.97 frames. utt_duration=1223 frames, utt_pad_proportion=0.06597, over 7974.69 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.324, pruned_loss=0.08803, over 2479389.68 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06312, over 25778.48 utterances.], batch size: 58, lr: 1.12e-03
2022-08-20 21:29:14,397 INFO [train.py:927] (7/8) Epoch 2, batch 8700, giga_loss[loss=0.3086, simple_loss=0.3522, pruned_loss=0.1325, over 12369.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3267, pruned_loss=0.08994, over 2477629.19 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06048, over 23600.00 utterances.], libri_tot_loss[loss=0.283, simple_loss=0.3587, pruned_loss=0.1037, over 2435439.34 frames. utt_duration=1224 frames, utt_pad_proportion=0.065, over 7965.47 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3252, pruned_loss=0.08915, over 2478822.94 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06106, over 25144.48 utterances.], batch size: 257, lr: 1.12e-03
2022-08-20 21:31:19,150 INFO [train.py:927] (7/8) Epoch 2, batch 8750, giga_loss[loss=0.2885, simple_loss=0.3457, pruned_loss=0.1156, over 12391.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09773, over 256.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3248, pruned_loss=0.08893, over 2477376.74 frames. utt_duration=409 frames, utt_pad_proportion=0.06519, over 24301.58 utterances.], libri_tot_loss[loss=0.2827, simple_loss=0.3582, pruned_loss=0.1036, over 2436392.79 frames. utt_duration=1227 frames, utt_pad_proportion=0.0641, over 7949.30 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3232, pruned_loss=0.08809, over 2478413.59 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06567, over 25940.44 utterances.], batch size: 256, lr: 1.12e-03
2022-08-20 21:33:30,782 INFO [train.py:927] (7/8) Epoch 2, batch 8800, giga_loss[loss=0.2377, simple_loss=0.3164, pruned_loss=0.07946, over 12413.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04293, over 34.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3248, pruned_loss=0.08814, over 2476750.81 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06075, over 23284.45 utterances.], libri_tot_loss[loss=0.2825, simple_loss=0.3585, pruned_loss=0.1032, over 2437453.17 frames. utt_duration=1231 frames, utt_pad_proportion=0.06247, over 7927.44 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3221, pruned_loss=0.08725, over 2477898.87 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06189, over 25134.90 utterances.], batch size: 34, lr: 1.12e-03
2022-08-20 21:35:38,141 INFO [train.py:927] (7/8) Epoch 2, batch 8850, giga_loss[loss=0.2184, simple_loss=0.2974, pruned_loss=0.06966, over 12397.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03218, over 122.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3256, pruned_loss=0.08808, over 2476674.94 frames. utt_duration=425 frames, utt_pad_proportion=0.06271, over 23374.22 utterances.], libri_tot_loss[loss=0.2826, simple_loss=0.3588, pruned_loss=0.1032, over 2438503.40 frames. utt_duration=1225 frames, utt_pad_proportion=0.06486, over 7971.19 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.322, pruned_loss=0.08686, over 2478044.77 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06275, over 25377.95 utterances.], batch size: 122, lr: 1.12e-03
2022-08-20 21:37:35,774 INFO [train.py:927] (7/8) Epoch 2, batch 8900, giga_loss[loss=0.2239, simple_loss=0.3061, pruned_loss=0.0709, over 12400.00 frames. utt_duration=309 frames, utt_pad_proportion=0.0462, over 161.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3244, pruned_loss=0.08792, over 2477239.20 frames. utt_duration=420.2 frames, utt_pad_proportion=0.06193, over 23647.11 utterances.], libri_tot_loss[loss=0.2823, simple_loss=0.3583, pruned_loss=0.1031, over 2439279.32 frames. utt_duration=1224 frames, utt_pad_proportion=0.06458, over 7978.73 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3213, pruned_loss=0.08672, over 2478301.65 frames. utt_duration=389.8 frames, utt_pad_proportion=0.0621, over 25510.46 utterances.], batch size: 161, lr: 1.12e-03
2022-08-20 21:39:34,129 INFO [train.py:927] (7/8) Epoch 2, batch 8950, giga_loss[loss=0.2574, simple_loss=0.3314, pruned_loss=0.09167, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03647, over 113.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3243, pruned_loss=0.08664, over 2477471.38 frames. utt_duration=431.7 frames, utt_pad_proportion=0.06047, over 23020.48 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3564, pruned_loss=0.1023, over 2441004.39 frames. utt_duration=1231 frames, utt_pad_proportion=0.06297, over 7940.29 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.322, pruned_loss=0.08568, over 2478459.65 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06117, over 25273.04 utterances.], batch size: 113, lr: 1.12e-03
2022-08-20 21:41:34,678 INFO [train.py:927] (7/8) Epoch 2, batch 9000, giga_loss[loss=0.2303, simple_loss=0.3186, pruned_loss=0.07103, over 12315.00 frames. utt_duration=747.7 frames, utt_pad_proportion=0.02891, over 66.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3254, pruned_loss=0.08673, over 2477652.87 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06015, over 23649.49 utterances.], libri_tot_loss[loss=0.2802, simple_loss=0.3563, pruned_loss=0.1021, over 2441158.83 frames. utt_duration=1233 frames, utt_pad_proportion=0.06247, over 7929.91 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3234, pruned_loss=0.08602, over 2478618.43 frames. utt_duration=389 frames, utt_pad_proportion=0.06084, over 25564.25 utterances.], batch size: 66, lr: 1.12e-03
2022-08-20 21:41:34,679 INFO [train.py:958] (7/8) Computing validation loss
2022-08-20 21:41:48,589 INFO [train.py:967] (7/8) 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 21:43:52,033 INFO [train.py:927] (7/8) Epoch 2, batch 9050, giga_loss[loss=0.248, simple_loss=0.3265, pruned_loss=0.08476, over 12378.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.0554, over 181.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3242, pruned_loss=0.08545, over 2477217.99 frames. utt_duration=419.7 frames, utt_pad_proportion=0.05876, over 23675.81 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.357, pruned_loss=0.1021, over 2441103.04 frames. utt_duration=1234 frames, utt_pad_proportion=0.06222, over 7925.26 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3218, pruned_loss=0.08484, over 2478190.89 frames. utt_duration=393.8 frames, utt_pad_proportion=0.05946, over 25250.25 utterances.], batch size: 181, lr: 1.12e-03
2022-08-20 21:45:51,242 INFO [train.py:927] (7/8) Epoch 2, batch 9100, giga_loss[loss=0.2348, simple_loss=0.2953, pruned_loss=0.08717, over 12371.00 frames. utt_duration=139.8 frames, utt_pad_proportion=0.1774, over 357.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3253, pruned_loss=0.08599, over 2477485.16 frames. utt_duration=416.7 frames, utt_pad_proportion=0.05942, over 23851.74 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3591, pruned_loss=0.1026, over 2441426.16 frames. utt_duration=1234 frames, utt_pad_proportion=0.06158, over 7920.35 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3212, pruned_loss=0.08483, over 2478484.60 frames. utt_duration=392.7 frames, utt_pad_proportion=0.06011, over 25324.47 utterances.], batch size: 357, lr: 1.11e-03
2022-08-20 21:48:01,074 INFO [train.py:927] (7/8) Epoch 2, batch 9150, giga_loss[loss=0.2651, simple_loss=0.3391, pruned_loss=0.0955, over 12456.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04786, over 162.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3278, pruned_loss=0.08794, over 2477780.03 frames. utt_duration=410.7 frames, utt_pad_proportion=0.05711, over 24201.63 utterances.], libri_tot_loss[loss=0.284, simple_loss=0.3606, pruned_loss=0.1037, over 2441539.03 frames. utt_duration=1234 frames, utt_pad_proportion=0.06135, over 7921.75 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3231, pruned_loss=0.08595, over 2478626.70 frames. utt_duration=391.1 frames, utt_pad_proportion=0.05781, over 25428.87 utterances.], batch size: 162, lr: 1.11e-03
2022-08-20 21:49:55,251 INFO [train.py:927] (7/8) Epoch 2, batch 9200, giga_loss[loss=0.2528, simple_loss=0.3254, pruned_loss=0.09011, over 12476.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02916, over 55.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3285, pruned_loss=0.08946, over 2478111.10 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06382, over 25204.11 utterances.], libri_tot_loss[loss=0.2842, simple_loss=0.3603, pruned_loss=0.1041, over 2441806.60 frames. utt_duration=1237 frames, utt_pad_proportion=0.06093, over 7904.58 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3247, pruned_loss=0.08746, over 2478854.68 frames. utt_duration=378 frames, utt_pad_proportion=0.06419, over 26317.03 utterances.], batch size: 55, lr: 1.11e-03
2022-08-20 21:52:04,038 INFO [train.py:927] (7/8) Epoch 2, batch 9250, giga_loss[loss=0.2578, simple_loss=0.3223, pruned_loss=0.09667, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03109, over 42.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.33, pruned_loss=0.08974, over 2477723.03 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06441, over 25288.32 utterances.], libri_tot_loss[loss=0.2842, simple_loss=0.3602, pruned_loss=0.1041, over 2442149.16 frames. utt_duration=1239 frames, utt_pad_proportion=0.06045, over 7894.57 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3269, pruned_loss=0.088, over 2478319.85 frames. utt_duration=377.8 frames, utt_pad_proportion=0.0648, over 26326.00 utterances.], batch size: 42, lr: 1.11e-03
2022-08-20 21:54:14,651 INFO [train.py:927] (7/8) Epoch 2, batch 9300, giga_loss[loss=0.2333, simple_loss=0.3138, pruned_loss=0.07638, over 12372.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.0312, over 62.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3275, pruned_loss=0.08825, over 2477807.03 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06541, over 25057.81 utterances.], libri_tot_loss[loss=0.2831, simple_loss=0.3593, pruned_loss=0.1035, over 2442758.28 frames. utt_duration=1244 frames, utt_pad_proportion=0.05934, over 7866.61 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3251, pruned_loss=0.08706, over 2478531.94 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06604, over 26314.44 utterances.], batch size: 62, lr: 1.11e-03
2022-08-20 21:56:16,796 INFO [train.py:927] (7/8) Epoch 2, batch 9350, giga_loss[loss=0.2584, simple_loss=0.3312, pruned_loss=0.09282, over 12409.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06356, over 183.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3272, pruned_loss=0.08821, over 2477370.26 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06424, over 25083.73 utterances.], libri_tot_loss[loss=0.2828, simple_loss=0.3593, pruned_loss=0.1032, over 2443144.65 frames. utt_duration=1247 frames, utt_pad_proportion=0.05823, over 7844.24 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3244, pruned_loss=0.08718, over 2478358.06 frames. utt_duration=375.3 frames, utt_pad_proportion=0.06512, over 26497.62 utterances.], batch size: 183, lr: 1.11e-03
2022-08-20 21:58:27,989 INFO [train.py:927] (7/8) Epoch 2, batch 9400, giga_loss[loss=0.245, simple_loss=0.3144, pruned_loss=0.0878, over 12403.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09733, over 256.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3251, pruned_loss=0.08722, over 2477296.40 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06351, over 25017.04 utterances.], libri_tot_loss[loss=0.2823, simple_loss=0.3589, pruned_loss=0.1029, over 2443478.26 frames. utt_duration=1252 frames, utt_pad_proportion=0.0575, over 7815.59 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3227, pruned_loss=0.08636, over 2478362.07 frames. utt_duration=375.7 frames, utt_pad_proportion=0.06447, over 26466.81 utterances.], batch size: 256, lr: 1.11e-03
2022-08-20 22:00:30,495 INFO [train.py:927] (7/8) Epoch 2, batch 9450, giga_loss[loss=0.262, simple_loss=0.3515, pruned_loss=0.08626, over 12402.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03834, over 113.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3235, pruned_loss=0.08552, over 2477072.64 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06356, over 24334.55 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.358, pruned_loss=0.1026, over 2443908.38 frames. utt_duration=1255 frames, utt_pad_proportion=0.05683, over 7799.51 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3216, pruned_loss=0.08472, over 2478268.37 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06453, over 25859.28 utterances.], batch size: 113, lr: 1.11e-03
2022-08-20 22:02:22,832 INFO [train.py:927] (7/8) Epoch 2, batch 9500, giga_loss[loss=0.2419, simple_loss=0.3241, pruned_loss=0.0798, over 12402.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03154, over 122.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3242, pruned_loss=0.08455, over 2477433.69 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06127, over 23268.97 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.3572, pruned_loss=0.1026, over 2444810.06 frames. utt_duration=1257 frames, utt_pad_proportion=0.05553, over 7787.20 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3221, pruned_loss=0.08327, over 2478733.50 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06264, over 25071.88 utterances.], batch size: 122, lr: 1.11e-03
2022-08-20 22:04:32,970 INFO [train.py:927] (7/8) Epoch 2, batch 9550, giga_loss[loss=0.2325, simple_loss=0.3142, pruned_loss=0.07541, over 12396.00 frames. utt_duration=310.7 frames, utt_pad_proportion=0.04388, over 160.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3248, pruned_loss=0.08522, over 2477005.74 frames. utt_duration=423 frames, utt_pad_proportion=0.06351, over 23487.76 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3574, pruned_loss=0.1029, over 2445365.63 frames. utt_duration=1260 frames, utt_pad_proportion=0.05468, over 7771.57 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3223, pruned_loss=0.08367, over 2478114.67 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06476, over 25227.38 utterances.], batch size: 160, lr: 1.11e-03
2022-08-20 22:06:46,871 INFO [train.py:927] (7/8) Epoch 2, batch 9600, giga_loss[loss=0.2425, simple_loss=0.3352, pruned_loss=0.07492, over 12402.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03215, over 80.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.327, pruned_loss=0.08536, over 2477479.95 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06759, over 24121.45 utterances.], libri_tot_loss[loss=0.283, simple_loss=0.3594, pruned_loss=0.1033, over 2445991.35 frames. utt_duration=1249 frames, utt_pad_proportion=0.05854, over 7840.21 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.323, pruned_loss=0.08355, over 2478226.93 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06738, over 25642.31 utterances.], batch size: 80, lr: 1.11e-03
2022-08-20 22:09:00,495 INFO [train.py:927] (7/8) Epoch 2, batch 9650, giga_loss[loss=0.2515, simple_loss=0.3381, pruned_loss=0.08242, over 12341.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03077, over 91.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.328, pruned_loss=0.08528, over 2477416.63 frames. utt_duration=426 frames, utt_pad_proportion=0.0633, over 23329.70 utterances.], libri_tot_loss[loss=0.282, simple_loss=0.3584, pruned_loss=0.1028, over 2446484.24 frames. utt_duration=1254 frames, utt_pad_proportion=0.05748, over 7810.62 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3248, pruned_loss=0.08374, over 2478423.02 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06372, over 25025.72 utterances.], batch size: 91, lr: 1.11e-03
2022-08-20 22:11:21,029 INFO [train.py:927] (7/8) Epoch 2, batch 9700, giga_loss[loss=0.2462, simple_loss=0.3258, pruned_loss=0.08331, over 12412.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05865, over 182.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3281, pruned_loss=0.08562, over 2476885.46 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06381, over 23256.61 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3581, pruned_loss=0.1027, over 2446596.31 frames. utt_duration=1256 frames, utt_pad_proportion=0.05703, over 7799.53 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3256, pruned_loss=0.08441, over 2477845.51 frames. utt_duration=402 frames, utt_pad_proportion=0.06425, over 24731.38 utterances.], batch size: 182, lr: 1.11e-03
2022-08-20 22:13:36,077 INFO [train.py:927] (7/8) Epoch 2, batch 9750, giga_loss[loss=0.2437, simple_loss=0.3266, pruned_loss=0.08043, over 12399.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03248, over 122.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3242, pruned_loss=0.08336, over 2476552.66 frames. utt_duration=415 frames, utt_pad_proportion=0.06672, over 23936.84 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3579, pruned_loss=0.1026, over 2446503.33 frames. utt_duration=1257 frames, utt_pad_proportion=0.0568, over 7795.54 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3222, pruned_loss=0.08239, over 2477499.42 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06698, over 25155.02 utterances.], batch size: 122, lr: 1.10e-03
2022-08-20 22:15:37,176 INFO [train.py:927] (7/8) Epoch 2, batch 9800, giga_loss[loss=0.2626, simple_loss=0.3443, pruned_loss=0.09042, over 12404.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03388, over 113.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3235, pruned_loss=0.0833, over 2476360.54 frames. utt_duration=411 frames, utt_pad_proportion=0.06717, over 24171.55 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3578, pruned_loss=0.1024, over 2446592.95 frames. utt_duration=1260 frames, utt_pad_proportion=0.05616, over 7775.71 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3217, pruned_loss=0.08244, over 2477430.92 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06755, over 25359.88 utterances.], batch size: 113, lr: 1.10e-03
2022-08-20 22:17:27,598 INFO [train.py:927] (7/8) Epoch 2, batch 9850, giga_loss[loss=0.2447, simple_loss=0.3125, pruned_loss=0.08845, over 12402.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03213, over 80.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.326, pruned_loss=0.08527, over 2477253.52 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06592, over 23884.82 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3576, pruned_loss=0.1026, over 2447598.44 frames. utt_duration=1257 frames, utt_pad_proportion=0.05571, over 7797.30 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3238, pruned_loss=0.08396, over 2478007.30 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06648, over 25228.59 utterances.], batch size: 80, lr: 1.10e-03
2022-08-20 22:19:25,636 INFO [train.py:927] (7/8) Epoch 2, batch 9900, giga_loss[loss=0.2735, simple_loss=0.3413, pruned_loss=0.1028, over 12389.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06265, over 211.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3242, pruned_loss=0.08541, over 2477352.38 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06997, over 24817.52 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.357, pruned_loss=0.1024, over 2447810.20 frames. utt_duration=1261 frames, utt_pad_proportion=0.05547, over 7776.39 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3228, pruned_loss=0.08439, over 2478018.61 frames. utt_duration=381.9 frames, utt_pad_proportion=0.07032, over 26038.23 utterances.], batch size: 211, lr: 1.10e-03
2022-08-20 22:21:09,057 INFO [train.py:927] (7/8) Epoch 2, batch 9950, giga_loss[loss=0.3303, simple_loss=0.3671, pruned_loss=0.1467, over 12362.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1975, over 366.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3323, pruned_loss=0.09109, over 2477101.58 frames. utt_duration=395 frames, utt_pad_proportion=0.07148, over 25165.20 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3579, pruned_loss=0.1026, over 2448071.96 frames. utt_duration=1264 frames, utt_pad_proportion=0.05514, over 7755.67 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3301, pruned_loss=0.09002, over 2477659.62 frames. utt_duration=378.2 frames, utt_pad_proportion=0.0718, over 26291.33 utterances.], batch size: 366, lr: 1.10e-03
2022-08-20 22:22:51,637 INFO [train.py:927] (7/8) Epoch 2, batch 10000, giga_loss[loss=0.2436, simple_loss=0.3137, pruned_loss=0.08673, over 12439.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04342, over 114.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3377, pruned_loss=0.09452, over 2475927.85 frames. utt_duration=427.5 frames, utt_pad_proportion=0.06712, over 23237.68 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3569, pruned_loss=0.1022, over 2448121.14 frames. utt_duration=1270 frames, utt_pad_proportion=0.05418, over 7718.23 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3363, pruned_loss=0.09373, over 2476944.61 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06795, over 24530.93 utterances.], batch size: 114, lr: 1.10e-03
2022-08-20 22:24:32,096 INFO [train.py:927] (7/8) Epoch 2, batch 10050, libri_loss[loss=0.289, simple_loss=0.3458, pruned_loss=0.1161, over 12456.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009116, over 39.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3331, pruned_loss=0.09404, over 2476083.81 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07062, over 22013.40 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3568, pruned_loss=0.1024, over 2448535.09 frames. utt_duration=1260 frames, utt_pad_proportion=0.05777, over 7785.17 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3318, pruned_loss=0.09316, over 2476873.50 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0702, over 23174.95 utterances.], batch size: 39, lr: 1.10e-03
2022-08-20 22:26:13,360 INFO [train.py:927] (7/8) Epoch 2, batch 10100, giga_loss[loss=0.2067, simple_loss=0.2838, pruned_loss=0.0648, over 12456.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03082, over 75.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.325, pruned_loss=0.09087, over 2476404.43 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06761, over 21055.12 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3565, pruned_loss=0.1026, over 2449016.54 frames. utt_duration=1263 frames, utt_pad_proportion=0.05713, over 7767.52 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3238, pruned_loss=0.08983, over 2476969.65 frames. utt_duration=448.2 frames, utt_pad_proportion=0.06764, over 22171.56 utterances.], batch size: 75, lr: 1.10e-03
2022-08-20 22:27:54,104 INFO [train.py:927] (7/8) Epoch 2, batch 10150, giga_loss[loss=0.2131, simple_loss=0.2776, pruned_loss=0.07427, over 12391.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3174, pruned_loss=0.08783, over 2476314.98 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06851, over 20640.78 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3564, pruned_loss=0.1027, over 2449877.30 frames. utt_duration=1264 frames, utt_pad_proportion=0.05603, over 7759.51 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3159, pruned_loss=0.08667, over 2476611.32 frames. utt_duration=455.5 frames, utt_pad_proportion=0.06889, over 21812.91 utterances.], batch size: 133, lr: 1.10e-03
2022-08-20 22:29:36,982 INFO [train.py:927] (7/8) Epoch 2, batch 10200, giga_loss[loss=0.1796, simple_loss=0.2519, pruned_loss=0.05367, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03725, over 40.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3124, pruned_loss=0.08579, over 2476654.92 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06908, over 20102.86 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.3565, pruned_loss=0.1029, over 2450495.48 frames. utt_duration=1242 frames, utt_pad_proportion=0.06317, over 7902.71 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3101, pruned_loss=0.08431, over 2476921.22 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06725, over 21194.97 utterances.], batch size: 40, lr: 1.10e-03
2022-08-20 22:31:21,653 INFO [train.py:927] (7/8) Epoch 2, batch 10250, giga_loss[loss=0.2003, simple_loss=0.2815, pruned_loss=0.05953, over 12265.00 frames. utt_duration=910 frames, utt_pad_proportion=0.0267, over 54.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.307, pruned_loss=0.08333, over 2475818.89 frames. utt_duration=486 frames, utt_pad_proportion=0.06968, over 20436.42 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3561, pruned_loss=0.1028, over 2450879.75 frames. utt_duration=1246 frames, utt_pad_proportion=0.06224, over 7878.90 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3047, pruned_loss=0.08191, over 2476134.89 frames. utt_duration=460.9 frames, utt_pad_proportion=0.06858, over 21553.79 utterances.], batch size: 54, lr: 1.10e-03
2022-08-20 22:33:04,233 INFO [train.py:927] (7/8) Epoch 2, batch 10300, giga_loss[loss=0.189, simple_loss=0.2504, pruned_loss=0.06382, over 12374.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.0459, over 34.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.2996, pruned_loss=0.07965, over 2475629.85 frames. utt_duration=494 frames, utt_pad_proportion=0.06933, over 20102.92 utterances.], libri_tot_loss[loss=0.281, simple_loss=0.3562, pruned_loss=0.1029, over 2451076.35 frames. utt_duration=1246 frames, utt_pad_proportion=0.06198, over 7878.50 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.2976, pruned_loss=0.07836, over 2475817.69 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06855, over 21028.15 utterances.], batch size: 34, lr: 1.10e-03
2022-08-20 22:34:46,077 INFO [train.py:927] (7/8) Epoch 2, batch 10350, giga_loss[loss=0.2143, simple_loss=0.281, pruned_loss=0.07386, over 12376.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.0601, over 182.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.2949, pruned_loss=0.07685, over 2474872.82 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06461, over 19573.28 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3574, pruned_loss=0.1034, over 2451283.90 frames. utt_duration=1250 frames, utt_pad_proportion=0.06132, over 7854.45 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2914, pruned_loss=0.07516, over 2475145.46 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06441, over 20480.90 utterances.], batch size: 182, lr: 1.10e-03
2022-08-20 22:36:27,922 INFO [train.py:927] (7/8) Epoch 2, batch 10400, giga_loss[loss=0.2718, simple_loss=0.3429, pruned_loss=0.1004, over 12437.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03492, over 86.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.2946, pruned_loss=0.07734, over 2474303.58 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06268, over 19364.54 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3573, pruned_loss=0.1033, over 2451361.34 frames. utt_duration=1252 frames, utt_pad_proportion=0.0602, over 7842.05 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.2902, pruned_loss=0.07529, over 2475080.56 frames. utt_duration=486 frames, utt_pad_proportion=0.06303, over 20431.58 utterances.], batch size: 86, lr: 1.09e-03
2022-08-20 22:38:09,979 INFO [train.py:927] (7/8) Epoch 2, batch 10450, giga_loss[loss=0.2607, simple_loss=0.3369, pruned_loss=0.09227, over 12267.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03337, over 28.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3081, pruned_loss=0.08537, over 2474817.91 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06187, over 19456.83 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3566, pruned_loss=0.1031, over 2451897.60 frames. utt_duration=1256 frames, utt_pad_proportion=0.05903, over 7820.23 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.304, pruned_loss=0.08341, over 2475459.78 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06257, over 20577.35 utterances.], batch size: 28, lr: 1.09e-03
2022-08-20 22:39:53,315 INFO [train.py:927] (7/8) Epoch 2, batch 10500, giga_loss[loss=0.3581, simple_loss=0.396, pruned_loss=0.1601, over 12353.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 257.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.319, pruned_loss=0.09096, over 2473924.09 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06239, over 19336.39 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3561, pruned_loss=0.1028, over 2452341.69 frames. utt_duration=1259 frames, utt_pad_proportion=0.05785, over 7802.66 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.315, pruned_loss=0.08929, over 2474647.66 frames. utt_duration=482.8 frames, utt_pad_proportion=0.06335, over 20564.22 utterances.], batch size: 257, lr: 1.09e-03
2022-08-20 22:41:35,437 INFO [train.py:927] (7/8) Epoch 2, batch 10550, giga_loss[loss=0.2739, simple_loss=0.3476, pruned_loss=0.1001, over 12321.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03562, over 62.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3249, pruned_loss=0.09274, over 2473774.27 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07338, over 20175.54 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3571, pruned_loss=0.1034, over 2452550.33 frames. utt_duration=1236 frames, utt_pad_proportion=0.06538, over 7948.56 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3201, pruned_loss=0.09067, over 2474554.88 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07125, over 21247.28 utterances.], batch size: 62, lr: 1.09e-03
2022-08-20 22:43:18,810 INFO [train.py:927] (7/8) Epoch 2, batch 10600, giga_loss[loss=0.3057, simple_loss=0.3592, pruned_loss=0.1261, over 12391.00 frames. utt_duration=270.9 frames, utt_pad_proportion=0.06893, over 184.00 utterances.], tot_loss[loss=0.261, simple_loss=0.33, pruned_loss=0.09598, over 2473584.56 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07338, over 20522.92 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3571, pruned_loss=0.1032, over 2452395.22 frames. utt_duration=1238 frames, utt_pad_proportion=0.06492, over 7932.11 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.326, pruned_loss=0.09439, over 2474507.66 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07187, over 21481.16 utterances.], batch size: 184, lr: 1.09e-03
2022-08-20 22:45:02,949 INFO [train.py:927] (7/8) Epoch 2, batch 10650, libri_loss[loss=0.3006, simple_loss=0.4073, pruned_loss=0.09699, over 12241.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006004, over 34.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3343, pruned_loss=0.09704, over 2473234.81 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06688, over 19343.06 utterances.], libri_tot_loss[loss=0.282, simple_loss=0.3578, pruned_loss=0.1031, over 2452526.07 frames. utt_duration=1246 frames, utt_pad_proportion=0.06353, over 7885.74 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3298, pruned_loss=0.09572, over 2474419.87 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06644, over 20465.73 utterances.], batch size: 34, lr: 1.09e-03
2022-08-20 22:46:47,380 INFO [train.py:927] (7/8) Epoch 2, batch 10700, giga_loss[loss=0.2797, simple_loss=0.3551, pruned_loss=0.1021, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02905, over 48.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3382, pruned_loss=0.09905, over 2472079.31 frames. utt_duration=516.2 frames, utt_pad_proportion=0.07263, over 19212.97 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3572, pruned_loss=0.1029, over 2452853.61 frames. utt_duration=1248 frames, utt_pad_proportion=0.06283, over 7870.54 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3344, pruned_loss=0.09794, over 2473349.42 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07231, over 20497.41 utterances.], batch size: 48, lr: 1.09e-03
2022-08-20 22:48:29,671 INFO [train.py:927] (7/8) Epoch 2, batch 10750, giga_loss[loss=0.2418, simple_loss=0.3325, pruned_loss=0.0756, over 12333.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.03126, over 70.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3399, pruned_loss=0.09856, over 2472498.17 frames. utt_duration=533.1 frames, utt_pad_proportion=0.07109, over 18603.16 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.357, pruned_loss=0.1028, over 2452829.34 frames. utt_duration=1249 frames, utt_pad_proportion=0.06261, over 7862.19 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.337, pruned_loss=0.09778, over 2473612.33 frames. utt_duration=504.5 frames, utt_pad_proportion=0.07102, over 19669.18 utterances.], batch size: 70, lr: 1.09e-03
2022-08-20 22:50:13,675 INFO [train.py:927] (7/8) Epoch 2, batch 10800, giga_loss[loss=0.2251, simple_loss=0.3123, pruned_loss=0.06899, over 12413.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03412, over 75.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3387, pruned_loss=0.09642, over 2472946.26 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06805, over 17613.57 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3563, pruned_loss=0.1024, over 2453422.77 frames. utt_duration=1253 frames, utt_pad_proportion=0.06151, over 7842.75 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3367, pruned_loss=0.09603, over 2473747.07 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06859, over 18707.47 utterances.], batch size: 75, lr: 1.09e-03
2022-08-20 22:51:57,790 INFO [train.py:927] (7/8) Epoch 2, batch 10850, giga_loss[loss=0.3526, simple_loss=0.3829, pruned_loss=0.1612, over 12415.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05563, over 162.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3417, pruned_loss=0.1005, over 2473104.62 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06623, over 17697.57 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3558, pruned_loss=0.1027, over 2453980.83 frames. utt_duration=1257 frames, utt_pad_proportion=0.06015, over 7818.68 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3401, pruned_loss=0.09984, over 2473774.56 frames. utt_duration=526.3 frames, utt_pad_proportion=0.0673, over 18853.94 utterances.], batch size: 162, lr: 1.09e-03
2022-08-20 22:53:39,170 INFO [train.py:927] (7/8) Epoch 2, batch 10900, giga_loss[loss=0.2505, simple_loss=0.3279, pruned_loss=0.08655, over 12293.00 frames. utt_duration=912.2 frames, utt_pad_proportion=0.02538, over 54.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.344, pruned_loss=0.1029, over 2473008.82 frames. utt_duration=567.7 frames, utt_pad_proportion=0.0692, over 17471.28 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3563, pruned_loss=0.1025, over 2454519.42 frames. utt_duration=1247 frames, utt_pad_proportion=0.06274, over 7883.91 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3418, pruned_loss=0.1026, over 2473735.92 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06904, over 18717.61 utterances.], batch size: 54, lr: 1.09e-03
2022-08-20 22:55:24,502 INFO [train.py:927] (7/8) Epoch 2, batch 10950, giga_loss[loss=0.2584, simple_loss=0.3354, pruned_loss=0.09076, over 12433.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03241, over 75.00 utterances.], tot_loss[loss=0.2759, simple_loss=0.3435, pruned_loss=0.1042, over 2473023.49 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06785, over 17987.34 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.356, pruned_loss=0.1026, over 2454492.64 frames. utt_duration=1249 frames, utt_pad_proportion=0.06227, over 7871.10 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3419, pruned_loss=0.1038, over 2473793.95 frames. utt_duration=520.5 frames, utt_pad_proportion=0.068, over 19067.34 utterances.], batch size: 75, lr: 1.09e-03
2022-08-20 22:57:09,311 INFO [train.py:927] (7/8) Epoch 2, batch 11000, libri_loss[loss=0.2731, simple_loss=0.3761, pruned_loss=0.08505, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01357, over 40.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3419, pruned_loss=0.1028, over 2473887.75 frames. utt_duration=545.5 frames, utt_pad_proportion=0.07108, over 18188.66 utterances.], libri_tot_loss[loss=0.2804, simple_loss=0.3558, pruned_loss=0.1025, over 2455162.55 frames. utt_duration=1239 frames, utt_pad_proportion=0.06561, over 7936.76 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3405, pruned_loss=0.1026, over 2474396.44 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06983, over 19260.15 utterances.], batch size: 40, lr: 1.09e-03
2022-08-20 22:58:55,038 INFO [train.py:927] (7/8) Epoch 2, batch 11050, giga_loss[loss=0.2122, simple_loss=0.2752, pruned_loss=0.07463, over 12234.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03204, over 45.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.339, pruned_loss=0.1014, over 2473743.78 frames. utt_duration=528.7 frames, utt_pad_proportion=0.07915, over 18769.31 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3565, pruned_loss=0.103, over 2455869.86 frames. utt_duration=1237 frames, utt_pad_proportion=0.06475, over 7949.18 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3369, pruned_loss=0.1007, over 2474091.52 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07806, over 19927.66 utterances.], batch size: 45, lr: 1.09e-03
2022-08-20 23:00:40,114 INFO [train.py:927] (7/8) Epoch 2, batch 11100, giga_loss[loss=0.2628, simple_loss=0.3171, pruned_loss=0.1043, over 12360.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04303, over 133.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3329, pruned_loss=0.09792, over 2474126.00 frames. utt_duration=517.8 frames, utt_pad_proportion=0.07687, over 19169.32 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.357, pruned_loss=0.1034, over 2455969.88 frames. utt_duration=1239 frames, utt_pad_proportion=0.06375, over 7938.23 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3304, pruned_loss=0.09701, over 2474646.49 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07655, over 20285.66 utterances.], batch size: 133, lr: 1.08e-03
2022-08-20 23:02:24,871 INFO [train.py:927] (7/8) Epoch 2, batch 11150, giga_loss[loss=0.2614, simple_loss=0.3289, pruned_loss=0.09688, over 12354.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.0293, over 91.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3322, pruned_loss=0.09727, over 2473482.49 frames. utt_duration=517.4 frames, utt_pad_proportion=0.07817, over 19178.48 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3569, pruned_loss=0.1033, over 2456059.89 frames. utt_duration=1251 frames, utt_pad_proportion=0.0615, over 7861.12 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3291, pruned_loss=0.09644, over 2474631.35 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07875, over 20663.90 utterances.], batch size: 91, lr: 1.08e-03
2022-08-20 23:04:06,543 INFO [train.py:927] (7/8) Epoch 2, batch 11200, giga_loss[loss=0.2649, simple_loss=0.3248, pruned_loss=0.1025, over 12339.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0331, over 97.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3303, pruned_loss=0.09614, over 2473702.31 frames. utt_duration=530.5 frames, utt_pad_proportion=0.07357, over 18703.95 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3568, pruned_loss=0.1033, over 2456439.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.06114, over 7872.91 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3275, pruned_loss=0.09537, over 2474597.04 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07458, over 20074.21 utterances.], batch size: 97, lr: 1.08e-03
2022-08-20 23:05:48,833 INFO [train.py:927] (7/8) Epoch 2, batch 11250, giga_loss[loss=0.2431, simple_loss=0.3113, pruned_loss=0.08746, over 12364.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3262, pruned_loss=0.09397, over 2473710.23 frames. utt_duration=565 frames, utt_pad_proportion=0.06768, over 17558.29 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3569, pruned_loss=0.1032, over 2456809.09 frames. utt_duration=1256 frames, utt_pad_proportion=0.06006, over 7835.42 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3233, pruned_loss=0.09322, over 2474467.95 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06939, over 18914.60 utterances.], batch size: 85, lr: 1.08e-03
2022-08-20 23:07:32,725 INFO [train.py:927] (7/8) Epoch 2, batch 11300, giga_loss[loss=0.2113, simple_loss=0.2802, pruned_loss=0.07116, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0398, over 37.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3213, pruned_loss=0.09136, over 2473339.00 frames. utt_duration=590.2 frames, utt_pad_proportion=0.06196, over 16804.43 utterances.], libri_tot_loss[loss=0.282, simple_loss=0.3569, pruned_loss=0.1036, over 2457177.93 frames. utt_duration=1258 frames, utt_pad_proportion=0.05897, over 7824.67 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3183, pruned_loss=0.09024, over 2473988.77 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06424, over 18100.42 utterances.], batch size: 37, lr: 1.08e-03
2022-08-20 23:09:15,067 INFO [train.py:927] (7/8) Epoch 2, batch 11350, giga_loss[loss=0.2167, simple_loss=0.2842, pruned_loss=0.07463, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3175, pruned_loss=0.08938, over 2473076.73 frames. utt_duration=598.1 frames, utt_pad_proportion=0.06139, over 16581.73 utterances.], libri_tot_loss[loss=0.2825, simple_loss=0.3573, pruned_loss=0.1039, over 2457189.50 frames. utt_duration=1249 frames, utt_pad_proportion=0.06186, over 7881.15 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3141, pruned_loss=0.08797, over 2473862.52 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06229, over 17721.67 utterances.], batch size: 48, lr: 1.08e-03
2022-08-20 23:11:06,261 INFO [train.py:927] (7/8) Epoch 2, batch 11400, giga_loss[loss=0.2209, simple_loss=0.2976, pruned_loss=0.07212, over 12370.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04009, over 145.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3131, pruned_loss=0.08722, over 2473305.03 frames. utt_duration=610.3 frames, utt_pad_proportion=0.05948, over 16250.05 utterances.], libri_tot_loss[loss=0.2828, simple_loss=0.3576, pruned_loss=0.104, over 2457166.11 frames. utt_duration=1252 frames, utt_pad_proportion=0.06124, over 7861.03 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3097, pruned_loss=0.0858, over 2474148.29 frames. utt_duration=574.3 frames, utt_pad_proportion=0.06057, over 17278.58 utterances.], batch size: 145, lr: 1.08e-03
2022-08-20 23:12:46,578 INFO [train.py:927] (7/8) Epoch 2, batch 11450, giga_loss[loss=0.1943, simple_loss=0.2779, pruned_loss=0.05536, over 12431.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.0328, over 75.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3116, pruned_loss=0.08696, over 2473425.46 frames. utt_duration=633.5 frames, utt_pad_proportion=0.05507, over 15654.00 utterances.], libri_tot_loss[loss=0.2831, simple_loss=0.3574, pruned_loss=0.1044, over 2457478.06 frames. utt_duration=1254 frames, utt_pad_proportion=0.05976, over 7846.95 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3075, pruned_loss=0.08496, over 2474386.39 frames. utt_duration=591.5 frames, utt_pad_proportion=0.0568, over 16775.07 utterances.], batch size: 75, lr: 1.08e-03
2022-08-20 23:14:31,438 INFO [train.py:927] (7/8) Epoch 2, batch 11500, giga_loss[loss=0.2011, simple_loss=0.2736, pruned_loss=0.06429, over 12137.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04256, over 33.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3148, pruned_loss=0.08928, over 2472843.94 frames. utt_duration=623.9 frames, utt_pad_proportion=0.05489, over 15891.65 utterances.], libri_tot_loss[loss=0.2824, simple_loss=0.3567, pruned_loss=0.104, over 2457511.29 frames. utt_duration=1258 frames, utt_pad_proportion=0.0589, over 7820.22 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3114, pruned_loss=0.08775, over 2473861.13 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05659, over 16955.81 utterances.], batch size: 33, lr: 1.08e-03
2022-08-20 23:16:14,795 INFO [train.py:927] (7/8) Epoch 2, batch 11550, giga_loss[loss=0.2386, simple_loss=0.3173, pruned_loss=0.07992, over 12374.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02508, over 48.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3226, pruned_loss=0.09458, over 2473174.66 frames. utt_duration=601.2 frames, utt_pad_proportion=0.05711, over 16497.09 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.356, pruned_loss=0.1038, over 2457686.91 frames. utt_duration=1264 frames, utt_pad_proportion=0.05797, over 7785.08 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3196, pruned_loss=0.09331, over 2474173.06 frames. utt_duration=565 frames, utt_pad_proportion=0.05863, over 17561.68 utterances.], batch size: 48, lr: 1.08e-03
2022-08-20 23:17:58,676 INFO [train.py:927] (7/8) Epoch 2, batch 11600, giga_loss[loss=0.2811, simple_loss=0.3513, pruned_loss=0.1054, over 12375.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04967, over 161.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3295, pruned_loss=0.09805, over 2473721.44 frames. utt_duration=572 frames, utt_pad_proportion=0.06119, over 17344.36 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3556, pruned_loss=0.1037, over 2457939.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.05723, over 7776.49 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.327, pruned_loss=0.09696, over 2474570.62 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06242, over 18350.50 utterances.], batch size: 161, lr: 1.08e-03
2022-08-20 23:19:41,391 INFO [train.py:927] (7/8) Epoch 2, batch 11650, giga_loss[loss=0.2658, simple_loss=0.3292, pruned_loss=0.1012, over 12229.00 frames. utt_duration=1484 frames, utt_pad_proportion=0.0308, over 33.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3376, pruned_loss=0.1025, over 2473766.84 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06103, over 18003.52 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3555, pruned_loss=0.1036, over 2458110.61 frames. utt_duration=1266 frames, utt_pad_proportion=0.05698, over 7776.60 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3356, pruned_loss=0.1017, over 2474358.48 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06206, over 18828.13 utterances.], batch size: 33, lr: 1.08e-03
2022-08-20 23:21:22,626 INFO [train.py:927] (7/8) Epoch 2, batch 11700, libri_loss[loss=0.2464, simple_loss=0.3153, pruned_loss=0.08875, over 12181.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009364, over 30.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3385, pruned_loss=0.1006, over 2473506.77 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06076, over 17862.74 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3564, pruned_loss=0.1034, over 2458431.74 frames. utt_duration=1271 frames, utt_pad_proportion=0.05457, over 7747.93 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.335, pruned_loss=0.1001, over 2474604.68 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06255, over 19152.31 utterances.], batch size: 30, lr: 1.08e-03
2022-08-20 23:23:04,264 INFO [train.py:927] (7/8) Epoch 2, batch 11750, giga_loss[loss=0.2698, simple_loss=0.3404, pruned_loss=0.09958, over 12430.00 frames. utt_duration=905.5 frames, utt_pad_proportion=0.0326, over 55.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3373, pruned_loss=0.09956, over 2473564.11 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06662, over 17623.43 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3564, pruned_loss=0.1037, over 2458928.94 frames. utt_duration=1250 frames, utt_pad_proportion=0.06165, over 7876.40 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3339, pruned_loss=0.09874, over 2474492.43 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06519, over 18859.76 utterances.], batch size: 55, lr: 1.08e-03
2022-08-20 23:24:48,635 INFO [train.py:927] (7/8) Epoch 2, batch 11800, giga_loss[loss=0.2932, simple_loss=0.3684, pruned_loss=0.109, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03321, over 58.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.339, pruned_loss=0.1014, over 2473057.65 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06978, over 18077.88 utterances.], libri_tot_loss[loss=0.2826, simple_loss=0.3562, pruned_loss=0.1045, over 2459396.40 frames. utt_duration=1252 frames, utt_pad_proportion=0.06097, over 7869.33 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3362, pruned_loss=0.09998, over 2473572.10 frames. utt_duration=517 frames, utt_pad_proportion=0.06879, over 19191.37 utterances.], batch size: 58, lr: 1.08e-03
2022-08-20 23:26:33,427 INFO [train.py:927] (7/8) Epoch 2, batch 11850, giga_loss[loss=0.2693, simple_loss=0.3388, pruned_loss=0.09995, over 12388.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02683, over 66.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3416, pruned_loss=0.1034, over 2472900.34 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06491, over 18025.66 utterances.], libri_tot_loss[loss=0.283, simple_loss=0.3565, pruned_loss=0.1048, over 2459447.07 frames. utt_duration=1252 frames, utt_pad_proportion=0.0603, over 7867.30 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3389, pruned_loss=0.102, over 2473451.98 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06465, over 19046.32 utterances.], batch size: 66, lr: 1.07e-03
2022-08-20 23:28:17,692 INFO [train.py:927] (7/8) Epoch 2, batch 11900, libri_loss[loss=0.2594, simple_loss=0.3498, pruned_loss=0.08451, over 12378.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01028, over 38.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3419, pruned_loss=0.1038, over 2472897.35 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06054, over 17729.32 utterances.], libri_tot_loss[loss=0.283, simple_loss=0.3566, pruned_loss=0.1047, over 2459609.85 frames. utt_duration=1253 frames, utt_pad_proportion=0.05958, over 7864.32 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3396, pruned_loss=0.1027, over 2473362.22 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06082, over 18670.42 utterances.], batch size: 38, lr: 1.07e-03
2022-08-20 23:30:01,204 INFO [train.py:927] (7/8) Epoch 2, batch 11950, giga_loss[loss=0.3028, simple_loss=0.3711, pruned_loss=0.1173, over 12383.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04093, over 133.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3416, pruned_loss=0.1021, over 2472991.36 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06166, over 17164.26 utterances.], libri_tot_loss[loss=0.2828, simple_loss=0.3566, pruned_loss=0.1045, over 2459718.81 frames. utt_duration=1254 frames, utt_pad_proportion=0.05937, over 7856.00 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3397, pruned_loss=0.1015, over 2473314.42 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06192, over 17953.04 utterances.], batch size: 133, lr: 1.07e-03
2022-08-20 23:31:43,587 INFO [train.py:927] (7/8) Epoch 2, batch 12000, giga_loss[loss=0.2459, simple_loss=0.3283, pruned_loss=0.08172, over 12295.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03287, over 28.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.342, pruned_loss=0.09966, over 2471998.42 frames. utt_duration=612.4 frames, utt_pad_proportion=0.05974, over 16184.78 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.3571, pruned_loss=0.1037, over 2459306.52 frames. utt_duration=1260 frames, utt_pad_proportion=0.05806, over 7817.23 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3395, pruned_loss=0.09979, over 2473115.45 frames. utt_duration=577 frames, utt_pad_proportion=0.06067, over 17189.58 utterances.], batch size: 28, lr: 1.07e-03
2022-08-20 23:31:43,589 INFO [train.py:958] (7/8) Computing validation loss
2022-08-20 23:31:57,444 INFO [train.py:967] (7/8) Epoch 2, validation: loss=0.2301, simple_loss=0.3386, pruned_loss=0.06083, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 23:33:39,109 INFO [train.py:927] (7/8) Epoch 2, batch 12050, libri_loss[loss=0.244, simple_loss=0.3131, pruned_loss=0.08745, over 12350.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.00561, over 33.00 utterances.], tot_loss[loss=0.2695, simple_loss=0.3405, pruned_loss=0.09928, over 2471533.49 frames. utt_duration=631.8 frames, utt_pad_proportion=0.05939, over 15684.16 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3569, pruned_loss=0.1036, over 2459453.66 frames. utt_duration=1255 frames, utt_pad_proportion=0.0585, over 7848.65 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3384, pruned_loss=0.09939, over 2472454.20 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06001, over 16560.70 utterances.], batch size: 33, lr: 1.07e-03
2022-08-20 23:35:20,536 INFO [train.py:927] (7/8) Epoch 2, batch 12100, giga_loss[loss=0.3068, simple_loss=0.3668, pruned_loss=0.1234, over 12381.00 frames. utt_duration=343 frames, utt_pad_proportion=0.03927, over 145.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3401, pruned_loss=0.09923, over 2472100.26 frames. utt_duration=640.6 frames, utt_pad_proportion=0.05742, over 15471.85 utterances.], libri_tot_loss[loss=0.2826, simple_loss=0.3573, pruned_loss=0.1039, over 2459719.82 frames. utt_duration=1242 frames, utt_pad_proportion=0.06191, over 7931.42 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3379, pruned_loss=0.09894, over 2472752.73 frames. utt_duration=612.3 frames, utt_pad_proportion=0.05633, over 16193.99 utterances.], batch size: 145, lr: 1.07e-03
2022-08-20 23:37:01,611 INFO [train.py:927] (7/8) Epoch 2, batch 12150, giga_loss[loss=0.2374, simple_loss=0.3224, pruned_loss=0.07624, over 12265.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03379, over 28.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3429, pruned_loss=0.09979, over 2471639.03 frames. utt_duration=640 frames, utt_pad_proportion=0.05985, over 15484.60 utterances.], libri_tot_loss[loss=0.2834, simple_loss=0.3587, pruned_loss=0.104, over 2460062.77 frames. utt_duration=1247 frames, utt_pad_proportion=0.05935, over 7901.21 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3389, pruned_loss=0.09923, over 2472558.54 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05996, over 16537.89 utterances.], batch size: 28, lr: 1.07e-03
2022-08-20 23:38:45,917 INFO [train.py:927] (7/8) Epoch 2, batch 12200, giga_loss[loss=0.3125, simple_loss=0.3506, pruned_loss=0.1372, over 12358.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1947, over 365.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3416, pruned_loss=0.09922, over 2472525.76 frames. utt_duration=630.2 frames, utt_pad_proportion=0.06228, over 15731.77 utterances.], libri_tot_loss[loss=0.2828, simple_loss=0.3582, pruned_loss=0.1037, over 2460157.11 frames. utt_duration=1246 frames, utt_pad_proportion=0.05916, over 7906.04 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3386, pruned_loss=0.09898, over 2473361.92 frames. utt_duration=594.2 frames, utt_pad_proportion=0.06231, over 16692.47 utterances.], batch size: 365, lr: 1.07e-03
2022-08-20 23:40:27,757 INFO [train.py:927] (7/8) Epoch 2, batch 12250, giga_loss[loss=0.2389, simple_loss=0.3116, pruned_loss=0.08306, over 12467.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04169, over 31.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3391, pruned_loss=0.09847, over 2471383.58 frames. utt_duration=649.8 frames, utt_pad_proportion=0.06204, over 15248.32 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.3575, pruned_loss=0.1034, over 2460005.61 frames. utt_duration=1246 frames, utt_pad_proportion=0.05922, over 7903.98 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.337, pruned_loss=0.09846, over 2472369.27 frames. utt_duration=614.2 frames, utt_pad_proportion=0.06207, over 16140.01 utterances.], batch size: 31, lr: 1.07e-03
2022-08-20 23:42:09,945 INFO [train.py:927] (7/8) Epoch 2, batch 12300, giga_loss[loss=0.276, simple_loss=0.335, pruned_loss=0.1085, over 12342.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2002, over 367.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3375, pruned_loss=0.09834, over 2471475.01 frames. utt_duration=639.4 frames, utt_pad_proportion=0.06295, over 15497.60 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3571, pruned_loss=0.1033, over 2460455.23 frames. utt_duration=1249 frames, utt_pad_proportion=0.05749, over 7887.25 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3355, pruned_loss=0.09826, over 2472254.23 frames. utt_duration=601 frames, utt_pad_proportion=0.06367, over 16494.06 utterances.], batch size: 367, lr: 1.07e-03
2022-08-20 23:43:50,618 INFO [train.py:927] (7/8) Epoch 2, batch 12350, giga_loss[loss=0.2611, simple_loss=0.3231, pruned_loss=0.09951, over 12442.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.0317, over 55.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3346, pruned_loss=0.09739, over 2470909.69 frames. utt_duration=649.1 frames, utt_pad_proportion=0.05877, over 15261.84 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3554, pruned_loss=0.1024, over 2460336.17 frames. utt_duration=1260 frames, utt_pad_proportion=0.05569, over 7820.62 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3338, pruned_loss=0.09793, over 2472080.82 frames. utt_duration=603 frames, utt_pad_proportion=0.06046, over 16439.62 utterances.], batch size: 55, lr: 1.07e-03
2022-08-20 23:45:31,187 INFO [train.py:927] (7/8) Epoch 2, batch 12400, giga_loss[loss=0.2238, simple_loss=0.3007, pruned_loss=0.07343, over 12380.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03128, over 62.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.331, pruned_loss=0.0962, over 2471242.08 frames. utt_duration=645.3 frames, utt_pad_proportion=0.05475, over 15354.56 utterances.], libri_tot_loss[loss=0.28, simple_loss=0.3551, pruned_loss=0.1025, over 2460318.34 frames. utt_duration=1262 frames, utt_pad_proportion=0.0553, over 7805.46 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3303, pruned_loss=0.09648, over 2472288.52 frames. utt_duration=605.6 frames, utt_pad_proportion=0.05649, over 16368.87 utterances.], batch size: 62, lr: 1.07e-03
2022-08-20 23:47:13,470 INFO [train.py:927] (7/8) Epoch 2, batch 12450, giga_loss[loss=0.2127, simple_loss=0.2938, pruned_loss=0.06584, over 12404.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02589, over 66.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3285, pruned_loss=0.09535, over 2471242.01 frames. utt_duration=628.7 frames, utt_pad_proportion=0.05941, over 15759.37 utterances.], libri_tot_loss[loss=0.2797, simple_loss=0.3549, pruned_loss=0.1023, over 2460790.22 frames. utt_duration=1261 frames, utt_pad_proportion=0.05469, over 7812.08 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3275, pruned_loss=0.09554, over 2472006.96 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06071, over 16785.70 utterances.], batch size: 66, lr: 1.07e-03
2022-08-20 23:48:55,402 INFO [train.py:927] (7/8) Epoch 2, batch 12500, giga_loss[loss=0.2554, simple_loss=0.3146, pruned_loss=0.09807, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02925, over 48.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3297, pruned_loss=0.09608, over 2472050.86 frames. utt_duration=613.6 frames, utt_pad_proportion=0.0595, over 16155.05 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3552, pruned_loss=0.1025, over 2461030.85 frames. utt_duration=1266 frames, utt_pad_proportion=0.05368, over 7784.05 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.328, pruned_loss=0.09591, over 2472674.30 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06093, over 17172.77 utterances.], batch size: 48, lr: 1.07e-03
2022-08-20 23:50:36,486 INFO [train.py:927] (7/8) Epoch 2, batch 12550, giga_loss[loss=0.2525, simple_loss=0.3345, pruned_loss=0.08528, over 12284.00 frames. utt_duration=911.3 frames, utt_pad_proportion=0.02637, over 54.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3307, pruned_loss=0.09627, over 2472684.68 frames. utt_duration=627 frames, utt_pad_proportion=0.05541, over 15811.31 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3554, pruned_loss=0.1031, over 2461487.88 frames. utt_duration=1270 frames, utt_pad_proportion=0.05229, over 7762.81 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3284, pruned_loss=0.09536, over 2473135.57 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05743, over 16905.58 utterances.], batch size: 54, lr: 1.06e-03
2022-08-20 23:52:18,811 INFO [train.py:927] (7/8) Epoch 2, batch 12600, libri_loss[loss=0.2907, simple_loss=0.3649, pruned_loss=0.1082, over 12398.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006147, over 34.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3317, pruned_loss=0.09672, over 2472972.22 frames. utt_duration=604.3 frames, utt_pad_proportion=0.0575, over 16411.21 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.355, pruned_loss=0.1034, over 2461750.37 frames. utt_duration=1273 frames, utt_pad_proportion=0.05124, over 7743.36 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3294, pruned_loss=0.0956, over 2473438.48 frames. utt_duration=564.6 frames, utt_pad_proportion=0.0594, over 17569.66 utterances.], batch size: 34, lr: 1.06e-03
2022-08-20 23:54:00,148 INFO [train.py:927] (7/8) Epoch 2, batch 12650, giga_loss[loss=0.2408, simple_loss=0.3106, pruned_loss=0.08556, over 12484.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04159, over 34.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3302, pruned_loss=0.09518, over 2473017.04 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05831, over 16974.26 utterances.], libri_tot_loss[loss=0.2803, simple_loss=0.3543, pruned_loss=0.1031, over 2461825.63 frames. utt_duration=1277 frames, utt_pad_proportion=0.05035, over 7722.84 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3286, pruned_loss=0.09435, over 2473578.56 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06014, over 18107.69 utterances.], batch size: 34, lr: 1.06e-03
2022-08-20 23:55:43,287 INFO [train.py:927] (7/8) Epoch 2, batch 12700, giga_loss[loss=0.2126, simple_loss=0.2936, pruned_loss=0.06582, over 12119.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03453, over 30.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.333, pruned_loss=0.09622, over 2472819.19 frames. utt_duration=597 frames, utt_pad_proportion=0.05628, over 16610.23 utterances.], libri_tot_loss[loss=0.282, simple_loss=0.3563, pruned_loss=0.1039, over 2461925.36 frames. utt_duration=1266 frames, utt_pad_proportion=0.05378, over 7790.03 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3291, pruned_loss=0.09468, over 2473490.71 frames. utt_duration=560.3 frames, utt_pad_proportion=0.0567, over 17707.13 utterances.], batch size: 30, lr: 1.06e-03
2022-08-20 23:57:24,092 INFO [train.py:927] (7/8) Epoch 2, batch 12750, giga_loss[loss=0.4109, simple_loss=0.414, pruned_loss=0.2039, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03715, over 40.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3384, pruned_loss=0.1024, over 2473316.73 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06253, over 16604.36 utterances.], libri_tot_loss[loss=0.2834, simple_loss=0.3567, pruned_loss=0.105, over 2461923.55 frames. utt_duration=1255 frames, utt_pad_proportion=0.05695, over 7857.77 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3341, pruned_loss=0.09975, over 2474202.30 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06132, over 17710.35 utterances.], batch size: 40, lr: 1.06e-03
2022-08-20 23:59:06,149 INFO [train.py:927] (7/8) Epoch 2, batch 12800, giga_loss[loss=0.3753, simple_loss=0.3949, pruned_loss=0.1778, over 12477.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.3108, simple_loss=0.3609, pruned_loss=0.1304, over 2472916.16 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06171, over 16616.79 utterances.], libri_tot_loss[loss=0.2911, simple_loss=0.3603, pruned_loss=0.1109, over 2461354.28 frames. utt_duration=1255 frames, utt_pad_proportion=0.05653, over 7852.04 utterances.], giga_tot_loss[loss=0.3001, simple_loss=0.3539, pruned_loss=0.1232, over 2474520.50 frames. utt_duration=557.1 frames, utt_pad_proportion=0.061, over 17815.47 utterances.], batch size: 55, lr: 1.06e-03
2022-08-21 00:00:48,472 INFO [train.py:927] (7/8) Epoch 2, batch 12850, giga_loss[loss=0.3494, simple_loss=0.3851, pruned_loss=0.1569, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03787, over 40.00 utterances.], tot_loss[loss=0.3273, simple_loss=0.3702, pruned_loss=0.1422, over 2473113.40 frames. utt_duration=628 frames, utt_pad_proportion=0.0581, over 15790.01 utterances.], libri_tot_loss[loss=0.2942, simple_loss=0.3616, pruned_loss=0.1134, over 2461617.46 frames. utt_duration=1255 frames, utt_pad_proportion=0.05598, over 7852.20 utterances.], giga_tot_loss[loss=0.3164, simple_loss=0.3636, pruned_loss=0.1346, over 2474301.00 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05799, over 16853.03 utterances.], batch size: 40, lr: 1.06e-03
2022-08-21 00:02:29,969 INFO [train.py:927] (7/8) Epoch 2, batch 12900, giga_loss[loss=0.3262, simple_loss=0.3627, pruned_loss=0.1449, over 12381.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02705, over 48.00 utterances.], tot_loss[loss=0.3309, simple_loss=0.3718, pruned_loss=0.145, over 2473008.65 frames. utt_duration=631.5 frames, utt_pad_proportion=0.05417, over 15700.45 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.3625, pruned_loss=0.1152, over 2461633.72 frames. utt_duration=1256 frames, utt_pad_proportion=0.0557, over 7848.73 utterances.], giga_tot_loss[loss=0.3207, simple_loss=0.3659, pruned_loss=0.1377, over 2474027.73 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05441, over 16606.84 utterances.], batch size: 48, lr: 1.06e-03
2022-08-21 00:04:10,977 INFO [train.py:927] (7/8) Epoch 2, batch 12950, giga_loss[loss=0.4172, simple_loss=0.4256, pruned_loss=0.2044, over 12417.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06193, over 183.00 utterances.], tot_loss[loss=0.3323, simple_loss=0.3714, pruned_loss=0.1466, over 2473351.62 frames. utt_duration=620.8 frames, utt_pad_proportion=0.05471, over 15976.56 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3645, pruned_loss=0.1196, over 2461777.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.05536, over 7861.28 utterances.], giga_tot_loss[loss=0.3204, simple_loss=0.3651, pruned_loss=0.1378, over 2474336.02 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05497, over 16894.73 utterances.], batch size: 183, lr: 1.06e-03
2022-08-21 00:05:50,452 INFO [train.py:927] (7/8) Epoch 2, batch 13000, libri_loss[loss=0.3793, simple_loss=0.4229, pruned_loss=0.1678, over 12437.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01551, over 40.00 utterances.], tot_loss[loss=0.3317, simple_loss=0.3728, pruned_loss=0.1453, over 2473337.71 frames. utt_duration=581 frames, utt_pad_proportion=0.05866, over 17073.25 utterances.], libri_tot_loss[loss=0.3032, simple_loss=0.3652, pruned_loss=0.1207, over 2461742.35 frames. utt_duration=1258 frames, utt_pad_proportion=0.0547, over 7836.33 utterances.], giga_tot_loss[loss=0.3214, simple_loss=0.3673, pruned_loss=0.1378, over 2474340.75 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05896, over 17982.90 utterances.], batch size: 40, lr: 1.06e-03
2022-08-21 00:07:29,896 INFO [train.py:927] (7/8) Epoch 2, batch 13050, giga_loss[loss=0.3698, simple_loss=0.3972, pruned_loss=0.1712, over 12416.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03194, over 80.00 utterances.], tot_loss[loss=0.3311, simple_loss=0.3727, pruned_loss=0.1447, over 2473918.25 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05515, over 17021.27 utterances.], libri_tot_loss[loss=0.3046, simple_loss=0.3658, pruned_loss=0.1218, over 2462050.40 frames. utt_duration=1261 frames, utt_pad_proportion=0.05387, over 7816.82 utterances.], giga_tot_loss[loss=0.3222, simple_loss=0.3679, pruned_loss=0.1382, over 2474647.70 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05589, over 17919.34 utterances.], batch size: 80, lr: 1.06e-03
2022-08-21 00:09:13,397 INFO [train.py:927] (7/8) Epoch 2, batch 13100, giga_loss[loss=0.6762, simple_loss=0.5504, pruned_loss=0.401, over 12408.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09953, over 257.00 utterances.], tot_loss[loss=0.3313, simple_loss=0.3713, pruned_loss=0.1457, over 2474798.37 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05345, over 17030.45 utterances.], libri_tot_loss[loss=0.3054, simple_loss=0.3659, pruned_loss=0.1224, over 2462049.87 frames. utt_duration=1265 frames, utt_pad_proportion=0.05331, over 7792.68 utterances.], giga_tot_loss[loss=0.324, simple_loss=0.3675, pruned_loss=0.1403, over 2475548.06 frames. utt_duration=555 frames, utt_pad_proportion=0.05433, over 17890.45 utterances.], batch size: 257, lr: 1.06e-03
2022-08-21 00:10:54,047 INFO [train.py:927] (7/8) Epoch 2, batch 13150, giga_loss[loss=0.2559, simple_loss=0.316, pruned_loss=0.09795, over 12251.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.0308, over 45.00 utterances.], tot_loss[loss=0.3294, simple_loss=0.3701, pruned_loss=0.1443, over 2474920.56 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05578, over 17120.75 utterances.], libri_tot_loss[loss=0.3089, simple_loss=0.3689, pruned_loss=0.1245, over 2462092.78 frames. utt_duration=1258 frames, utt_pad_proportion=0.0562, over 7840.38 utterances.], giga_tot_loss[loss=0.321, simple_loss=0.3644, pruned_loss=0.1388, over 2475914.98 frames. utt_duration=549.6 frames, utt_pad_proportion=0.05512, over 18067.94 utterances.], batch size: 45, lr: 1.06e-03
2022-08-21 00:12:34,214 INFO [train.py:927] (7/8) Epoch 2, batch 13200, giga_loss[loss=0.301, simple_loss=0.3495, pruned_loss=0.1263, over 12351.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02968, over 91.00 utterances.], tot_loss[loss=0.3215, simple_loss=0.3642, pruned_loss=0.1394, over 2474880.58 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05818, over 17485.81 utterances.], libri_tot_loss[loss=0.3103, simple_loss=0.3696, pruned_loss=0.1254, over 2462250.86 frames. utt_duration=1254 frames, utt_pad_proportion=0.05639, over 7862.65 utterances.], giga_tot_loss[loss=0.314, simple_loss=0.3591, pruned_loss=0.1344, over 2475692.39 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05749, over 18328.90 utterances.], batch size: 91, lr: 1.06e-03
2022-08-21 00:14:13,775 INFO [train.py:927] (7/8) Epoch 2, batch 13250, giga_loss[loss=0.2334, simple_loss=0.2967, pruned_loss=0.08501, over 12351.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03269, over 51.00 utterances.], tot_loss[loss=0.3132, simple_loss=0.3574, pruned_loss=0.1345, over 2475013.68 frames. utt_duration=569.3 frames, utt_pad_proportion=0.0606, over 17437.24 utterances.], libri_tot_loss[loss=0.3118, simple_loss=0.3702, pruned_loss=0.1267, over 2462347.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.05644, over 7869.51 utterances.], giga_tot_loss[loss=0.306, simple_loss=0.3527, pruned_loss=0.1297, over 2475812.24 frames. utt_duration=543.4 frames, utt_pad_proportion=0.05993, over 18275.70 utterances.], batch size: 51, lr: 1.06e-03
2022-08-21 00:15:56,050 INFO [train.py:927] (7/8) Epoch 2, batch 13300, giga_loss[loss=0.3025, simple_loss=0.3586, pruned_loss=0.1232, over 12199.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0337, over 42.00 utterances.], tot_loss[loss=0.3122, simple_loss=0.3575, pruned_loss=0.1334, over 2474561.43 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05719, over 17398.55 utterances.], libri_tot_loss[loss=0.313, simple_loss=0.3705, pruned_loss=0.1277, over 2462512.14 frames. utt_duration=1258 frames, utt_pad_proportion=0.05567, over 7837.40 utterances.], giga_tot_loss[loss=0.3053, simple_loss=0.3531, pruned_loss=0.1287, over 2475275.73 frames. utt_duration=543.5 frames, utt_pad_proportion=0.05711, over 18266.52 utterances.], batch size: 42, lr: 1.06e-03
2022-08-21 00:17:37,736 INFO [train.py:927] (7/8) Epoch 2, batch 13350, giga_loss[loss=0.3295, simple_loss=0.3846, pruned_loss=0.1372, over 12388.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05119, over 161.00 utterances.], tot_loss[loss=0.3137, simple_loss=0.3604, pruned_loss=0.1336, over 2474524.48 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06172, over 18080.85 utterances.], libri_tot_loss[loss=0.3149, simple_loss=0.3716, pruned_loss=0.1291, over 2462667.16 frames. utt_duration=1248 frames, utt_pad_proportion=0.05911, over 7900.90 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3556, pruned_loss=0.1287, over 2475217.27 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06011, over 18936.74 utterances.], batch size: 161, lr: 1.05e-03
2022-08-21 00:19:25,283 INFO [train.py:927] (7/8) Epoch 2, batch 13400, giga_loss[loss=0.3644, simple_loss=0.4062, pruned_loss=0.1613, over 12400.00 frames. utt_duration=343.7 frames, utt_pad_proportion=0.03738, over 145.00 utterances.], tot_loss[loss=0.3134, simple_loss=0.3612, pruned_loss=0.1327, over 2475035.23 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06052, over 17857.97 utterances.], libri_tot_loss[loss=0.3157, simple_loss=0.372, pruned_loss=0.1297, over 2463117.70 frames. utt_duration=1250 frames, utt_pad_proportion=0.05806, over 7894.42 utterances.], giga_tot_loss[loss=0.3068, simple_loss=0.3568, pruned_loss=0.1284, over 2475461.36 frames. utt_duration=528.9 frames, utt_pad_proportion=0.05971, over 18775.22 utterances.], batch size: 145, lr: 1.05e-03
2022-08-21 00:21:10,920 INFO [train.py:927] (7/8) Epoch 2, batch 13450, libri_loss[loss=0.4024, simple_loss=0.4088, pruned_loss=0.198, over 12249.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005213, over 34.00 utterances.], tot_loss[loss=0.3196, simple_loss=0.3665, pruned_loss=0.1364, over 2474912.74 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06141, over 17897.42 utterances.], libri_tot_loss[loss=0.3162, simple_loss=0.3721, pruned_loss=0.1301, over 2463084.84 frames. utt_duration=1255 frames, utt_pad_proportion=0.05701, over 7858.43 utterances.], giga_tot_loss[loss=0.3139, simple_loss=0.3627, pruned_loss=0.1326, over 2475570.72 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06115, over 18893.58 utterances.], batch size: 34, lr: 1.05e-03
2022-08-21 00:22:54,678 INFO [train.py:927] (7/8) Epoch 2, batch 13500, libri_loss[loss=0.2441, simple_loss=0.2951, pruned_loss=0.09654, over 12483.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.008119, over 29.00 utterances.], tot_loss[loss=0.3274, simple_loss=0.3727, pruned_loss=0.141, over 2475031.66 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06219, over 18396.18 utterances.], libri_tot_loss[loss=0.3158, simple_loss=0.3716, pruned_loss=0.13, over 2463379.69 frames. utt_duration=1257 frames, utt_pad_proportion=0.05645, over 7846.54 utterances.], giga_tot_loss[loss=0.3233, simple_loss=0.3702, pruned_loss=0.1382, over 2475434.92 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06217, over 19329.64 utterances.], batch size: 29, lr: 1.05e-03
2022-08-21 00:24:39,392 INFO [train.py:927] (7/8) Epoch 2, batch 13550, libri_loss[loss=0.3458, simple_loss=0.365, pruned_loss=0.1633, over 12396.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008828, over 30.00 utterances.], tot_loss[loss=0.337, simple_loss=0.3799, pruned_loss=0.1471, over 2474698.34 frames. utt_duration=539 frames, utt_pad_proportion=0.06182, over 18417.49 utterances.], libri_tot_loss[loss=0.3167, simple_loss=0.3717, pruned_loss=0.1308, over 2463869.42 frames. utt_duration=1250 frames, utt_pad_proportion=0.06038, over 7893.83 utterances.], giga_tot_loss[loss=0.3335, simple_loss=0.378, pruned_loss=0.1445, over 2474869.97 frames. utt_duration=511 frames, utt_pad_proportion=0.06029, over 19428.29 utterances.], batch size: 30, lr: 1.05e-03
2022-08-21 00:26:23,054 INFO [train.py:927] (7/8) Epoch 2, batch 13600, giga_loss[loss=0.2877, simple_loss=0.3503, pruned_loss=0.1125, over 12260.00 frames. utt_duration=1023 frames, utt_pad_proportion=0.03491, over 48.00 utterances.], tot_loss[loss=0.3396, simple_loss=0.3819, pruned_loss=0.1487, over 2474181.33 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06787, over 18424.73 utterances.], libri_tot_loss[loss=0.317, simple_loss=0.3714, pruned_loss=0.1313, over 2464439.91 frames. utt_duration=1244 frames, utt_pad_proportion=0.0629, over 7936.90 utterances.], giga_tot_loss[loss=0.3374, simple_loss=0.381, pruned_loss=0.1469, over 2474234.31 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06559, over 19633.61 utterances.], batch size: 48, lr: 1.05e-03
2022-08-21 00:28:09,967 INFO [train.py:927] (7/8) Epoch 2, batch 13650, giga_loss[loss=0.322, simple_loss=0.3836, pruned_loss=0.1302, over 12282.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.0371, over 51.00 utterances.], tot_loss[loss=0.3453, simple_loss=0.386, pruned_loss=0.1523, over 2474792.83 frames. utt_duration=507 frames, utt_pad_proportion=0.0757, over 19581.24 utterances.], libri_tot_loss[loss=0.3179, simple_loss=0.372, pruned_loss=0.1319, over 2464862.47 frames. utt_duration=1232 frames, utt_pad_proportion=0.06599, over 8012.48 utterances.], giga_tot_loss[loss=0.3435, simple_loss=0.3851, pruned_loss=0.151, over 2474804.62 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07265, over 20872.96 utterances.], batch size: 51, lr: 1.05e-03
2022-08-21 00:30:01,387 INFO [train.py:927] (7/8) Epoch 2, batch 13700, giga_loss[loss=0.4, simple_loss=0.4144, pruned_loss=0.1928, over 12393.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07796, over 213.00 utterances.], tot_loss[loss=0.35, simple_loss=0.3899, pruned_loss=0.155, over 2474584.98 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07968, over 20692.59 utterances.], libri_tot_loss[loss=0.3178, simple_loss=0.372, pruned_loss=0.1318, over 2465124.29 frames. utt_duration=1237 frames, utt_pad_proportion=0.06449, over 7978.44 utterances.], giga_tot_loss[loss=0.3495, simple_loss=0.3897, pruned_loss=0.1547, over 2474665.67 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07776, over 22091.60 utterances.], batch size: 213, lr: 1.05e-03
2022-08-21 00:31:48,105 INFO [train.py:927] (7/8) Epoch 2, batch 13750, libri_loss[loss=0.3295, simple_loss=0.3395, pruned_loss=0.1598, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01123, over 28.00 utterances.], tot_loss[loss=0.3464, simple_loss=0.3868, pruned_loss=0.153, over 2473950.48 frames. utt_duration=469.7 frames, utt_pad_proportion=0.08623, over 21133.92 utterances.], libri_tot_loss[loss=0.3172, simple_loss=0.3712, pruned_loss=0.1315, over 2465069.52 frames. utt_duration=1243 frames, utt_pad_proportion=0.06268, over 7942.78 utterances.], giga_tot_loss[loss=0.3476, simple_loss=0.3879, pruned_loss=0.1537, over 2474415.53 frames. utt_duration=436 frames, utt_pad_proportion=0.08512, over 22775.95 utterances.], batch size: 28, lr: 1.05e-03
2022-08-21 00:33:31,951 INFO [train.py:927] (7/8) Epoch 2, batch 13800, giga_loss[loss=0.3184, simple_loss=0.3746, pruned_loss=0.1311, over 12360.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04712, over 146.00 utterances.], tot_loss[loss=0.3431, simple_loss=0.3859, pruned_loss=0.1502, over 2473153.81 frames. utt_duration=465.7 frames, utt_pad_proportion=0.08509, over 21307.70 utterances.], libri_tot_loss[loss=0.3176, simple_loss=0.3716, pruned_loss=0.1317, over 2464913.94 frames. utt_duration=1245 frames, utt_pad_proportion=0.06195, over 7929.70 utterances.], giga_tot_loss[loss=0.3442, simple_loss=0.3866, pruned_loss=0.1508, over 2473766.28 frames. utt_duration=435.6 frames, utt_pad_proportion=0.08463, over 22790.37 utterances.], batch size: 146, lr: 1.05e-03
2022-08-21 00:35:16,525 INFO [train.py:927] (7/8) Epoch 2, batch 13850, libri_loss[loss=0.3867, simple_loss=0.4114, pruned_loss=0.181, over 12357.00 frames. utt_duration=427.7 frames, utt_pad_proportion=0.3275, over 116.00 utterances.], tot_loss[loss=0.341, simple_loss=0.3855, pruned_loss=0.1482, over 2473583.95 frames. utt_duration=449.4 frames, utt_pad_proportion=0.08863, over 22087.51 utterances.], libri_tot_loss[loss=0.3174, simple_loss=0.3718, pruned_loss=0.1315, over 2465119.06 frames. utt_duration=1241 frames, utt_pad_proportion=0.06406, over 7956.86 utterances.], giga_tot_loss[loss=0.343, simple_loss=0.3866, pruned_loss=0.1497, over 2474238.33 frames. utt_duration=416.7 frames, utt_pad_proportion=0.08764, over 23832.07 utterances.], batch size: 116, lr: 1.05e-03
2022-08-21 00:37:06,276 INFO [train.py:927] (7/8) Epoch 2, batch 13900, giga_loss[loss=0.2804, simple_loss=0.3535, pruned_loss=0.1036, over 12393.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02658, over 66.00 utterances.], tot_loss[loss=0.332, simple_loss=0.3798, pruned_loss=0.1421, over 2473385.75 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08599, over 21759.80 utterances.], libri_tot_loss[loss=0.3158, simple_loss=0.3701, pruned_loss=0.1307, over 2465102.59 frames. utt_duration=1251 frames, utt_pad_proportion=0.06239, over 7892.72 utterances.], giga_tot_loss[loss=0.3358, simple_loss=0.3826, pruned_loss=0.1445, over 2474218.08 frames. utt_duration=418.3 frames, utt_pad_proportion=0.08618, over 23744.98 utterances.], batch size: 66, lr: 1.05e-03
2022-08-21 00:38:50,507 INFO [train.py:927] (7/8) Epoch 2, batch 13950, giga_loss[loss=0.3099, simple_loss=0.3766, pruned_loss=0.1216, over 12371.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03981, over 145.00 utterances.], tot_loss[loss=0.3257, simple_loss=0.3761, pruned_loss=0.1377, over 2474389.48 frames. utt_duration=460.1 frames, utt_pad_proportion=0.0821, over 21582.03 utterances.], libri_tot_loss[loss=0.316, simple_loss=0.37, pruned_loss=0.131, over 2465680.51 frames. utt_duration=1248 frames, utt_pad_proportion=0.06221, over 7915.41 utterances.], giga_tot_loss[loss=0.3289, simple_loss=0.3786, pruned_loss=0.1396, over 2474804.44 frames. utt_duration=420.7 frames, utt_pad_proportion=0.08282, over 23611.24 utterances.], batch size: 145, lr: 1.05e-03
2022-08-21 00:40:35,673 INFO [train.py:927] (7/8) Epoch 2, batch 14000, giga_loss[loss=0.3278, simple_loss=0.38, pruned_loss=0.1378, over 12386.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04524, over 146.00 utterances.], tot_loss[loss=0.3224, simple_loss=0.3751, pruned_loss=0.1348, over 2474580.81 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07753, over 20966.10 utterances.], libri_tot_loss[loss=0.3177, simple_loss=0.3723, pruned_loss=0.1316, over 2466083.65 frames. utt_duration=1236 frames, utt_pad_proportion=0.06528, over 7989.25 utterances.], giga_tot_loss[loss=0.3238, simple_loss=0.3753, pruned_loss=0.1361, over 2474862.54 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07769, over 23021.54 utterances.], batch size: 146, lr: 1.05e-03
2022-08-21 00:42:25,719 INFO [train.py:927] (7/8) Epoch 2, batch 14050, giga_loss[loss=0.2745, simple_loss=0.339, pruned_loss=0.1051, over 12137.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03483, over 36.00 utterances.], tot_loss[loss=0.3188, simple_loss=0.3726, pruned_loss=0.1325, over 2474380.18 frames. utt_duration=484 frames, utt_pad_proportion=0.07273, over 20509.87 utterances.], libri_tot_loss[loss=0.317, simple_loss=0.3716, pruned_loss=0.1312, over 2466537.45 frames. utt_duration=1236 frames, utt_pad_proportion=0.06488, over 7994.75 utterances.], giga_tot_loss[loss=0.3206, simple_loss=0.3735, pruned_loss=0.1339, over 2474392.20 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07343, over 22429.49 utterances.], batch size: 36, lr: 1.05e-03
2022-08-21 00:44:18,088 INFO [train.py:927] (7/8) Epoch 2, batch 14100, giga_loss[loss=0.3055, simple_loss=0.3696, pruned_loss=0.1207, over 12376.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05026, over 161.00 utterances.], tot_loss[loss=0.3124, simple_loss=0.3694, pruned_loss=0.1277, over 2474388.60 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06896, over 19807.18 utterances.], libri_tot_loss[loss=0.3167, simple_loss=0.3711, pruned_loss=0.1311, over 2466479.47 frames. utt_duration=1234 frames, utt_pad_proportion=0.06434, over 8004.70 utterances.], giga_tot_loss[loss=0.3141, simple_loss=0.3705, pruned_loss=0.1288, over 2474699.85 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07012, over 21733.40 utterances.], batch size: 161, lr: 1.04e-03
2022-08-21 00:46:07,273 INFO [train.py:927] (7/8) Epoch 2, batch 14150, giga_loss[loss=0.3211, simple_loss=0.3703, pruned_loss=0.136, over 12393.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05878, over 182.00 utterances.], tot_loss[loss=0.3116, simple_loss=0.3691, pruned_loss=0.127, over 2474762.05 frames. utt_duration=508 frames, utt_pad_proportion=0.06777, over 19540.45 utterances.], libri_tot_loss[loss=0.3163, simple_loss=0.3705, pruned_loss=0.131, over 2466582.13 frames. utt_duration=1237 frames, utt_pad_proportion=0.06315, over 7983.75 utterances.], giga_tot_loss[loss=0.3132, simple_loss=0.3705, pruned_loss=0.1279, over 2475105.34 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06922, over 21360.54 utterances.], batch size: 182, lr: 1.04e-03
2022-08-21 00:47:55,684 INFO [train.py:927] (7/8) Epoch 2, batch 14200, giga_loss[loss=0.2695, simple_loss=0.3302, pruned_loss=0.1045, over 12431.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03736, over 133.00 utterances.], tot_loss[loss=0.309, simple_loss=0.3669, pruned_loss=0.1255, over 2475146.79 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06853, over 19567.79 utterances.], libri_tot_loss[loss=0.3161, simple_loss=0.3702, pruned_loss=0.131, over 2466751.30 frames. utt_duration=1239 frames, utt_pad_proportion=0.06186, over 7974.07 utterances.], giga_tot_loss[loss=0.3103, simple_loss=0.3682, pruned_loss=0.1262, over 2475504.30 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07008, over 21348.85 utterances.], batch size: 133, lr: 1.04e-03
2022-08-21 00:49:42,979 INFO [train.py:927] (7/8) Epoch 2, batch 14250, giga_loss[loss=0.2867, simple_loss=0.3518, pruned_loss=0.1108, over 12141.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03599, over 36.00 utterances.], tot_loss[loss=0.3097, simple_loss=0.3659, pruned_loss=0.1268, over 2474558.92 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07074, over 19604.90 utterances.], libri_tot_loss[loss=0.3166, simple_loss=0.3705, pruned_loss=0.1314, over 2466884.32 frames. utt_duration=1228 frames, utt_pad_proportion=0.06521, over 8044.50 utterances.], giga_tot_loss[loss=0.3102, simple_loss=0.3667, pruned_loss=0.1268, over 2474884.19 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07088, over 21160.37 utterances.], batch size: 36, lr: 1.04e-03
2022-08-21 00:51:31,248 INFO [train.py:927] (7/8) Epoch 2, batch 14300, libri_loss[loss=0.2473, simple_loss=0.313, pruned_loss=0.09076, over 12282.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006484, over 32.00 utterances.], tot_loss[loss=0.307, simple_loss=0.3645, pruned_loss=0.1248, over 2474242.18 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07647, over 20251.41 utterances.], libri_tot_loss[loss=0.3153, simple_loss=0.3695, pruned_loss=0.1305, over 2467194.13 frames. utt_duration=1233 frames, utt_pad_proportion=0.06412, over 8015.31 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.3659, pruned_loss=0.1255, over 2474419.42 frames. utt_duration=454 frames, utt_pad_proportion=0.0767, over 21870.31 utterances.], batch size: 32, lr: 1.04e-03
2022-08-21 00:53:18,067 INFO [train.py:927] (7/8) Epoch 2, batch 14350, libri_loss[loss=0.3355, simple_loss=0.3705, pruned_loss=0.1502, over 12442.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006521, over 32.00 utterances.], tot_loss[loss=0.3047, simple_loss=0.3629, pruned_loss=0.1232, over 2474586.20 frames. utt_duration=503.4 frames, utt_pad_proportion=0.07467, over 19718.73 utterances.], libri_tot_loss[loss=0.3151, simple_loss=0.3693, pruned_loss=0.1304, over 2467497.42 frames. utt_duration=1235 frames, utt_pad_proportion=0.06323, over 8004.03 utterances.], giga_tot_loss[loss=0.3058, simple_loss=0.3641, pruned_loss=0.1237, over 2474582.78 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07535, over 21224.39 utterances.], batch size: 32, lr: 1.04e-03
2022-08-21 00:55:02,738 INFO [train.py:927] (7/8) Epoch 2, batch 14400, giga_loss[loss=0.2566, simple_loss=0.3199, pruned_loss=0.09668, over 12372.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02764, over 48.00 utterances.], tot_loss[loss=0.3023, simple_loss=0.3608, pruned_loss=0.1219, over 2474226.61 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06907, over 18887.69 utterances.], libri_tot_loss[loss=0.3143, simple_loss=0.3685, pruned_loss=0.13, over 2467214.21 frames. utt_duration=1241 frames, utt_pad_proportion=0.06147, over 7960.66 utterances.], giga_tot_loss[loss=0.3035, simple_loss=0.3623, pruned_loss=0.1224, over 2474725.99 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07075, over 20551.12 utterances.], batch size: 48, lr: 1.04e-03
2022-08-21 00:56:47,279 INFO [train.py:927] (7/8) Epoch 2, batch 14450, giga_loss[loss=0.261, simple_loss=0.3255, pruned_loss=0.0982, over 12211.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03302, over 42.00 utterances.], tot_loss[loss=0.2997, simple_loss=0.3582, pruned_loss=0.1205, over 2473892.58 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06852, over 18640.35 utterances.], libri_tot_loss[loss=0.3136, simple_loss=0.3678, pruned_loss=0.1297, over 2466944.90 frames. utt_duration=1243 frames, utt_pad_proportion=0.061, over 7947.27 utterances.], giga_tot_loss[loss=0.3009, simple_loss=0.3598, pruned_loss=0.121, over 2474753.90 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07018, over 20290.99 utterances.], batch size: 42, lr: 1.04e-03
2022-08-21 00:58:33,141 INFO [train.py:927] (7/8) Epoch 2, batch 14500, giga_loss[loss=0.2908, simple_loss=0.3466, pruned_loss=0.1175, over 12383.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04158, over 133.00 utterances.], tot_loss[loss=0.2974, simple_loss=0.3559, pruned_loss=0.1195, over 2473906.86 frames. utt_duration=516.4 frames, utt_pad_proportion=0.071, over 19216.33 utterances.], libri_tot_loss[loss=0.3133, simple_loss=0.3675, pruned_loss=0.1296, over 2467204.05 frames. utt_duration=1245 frames, utt_pad_proportion=0.05976, over 7938.84 utterances.], giga_tot_loss[loss=0.2983, simple_loss=0.3572, pruned_loss=0.1197, over 2474538.15 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07258, over 20835.66 utterances.], batch size: 133, lr: 1.04e-03
2022-08-21 01:00:17,598 INFO [train.py:927] (7/8) Epoch 2, batch 14550, libri_loss[loss=0.3465, simple_loss=0.3989, pruned_loss=0.1471, over 12180.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.004959, over 33.00 utterances.], tot_loss[loss=0.2988, simple_loss=0.3574, pruned_loss=0.1201, over 2473921.27 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07071, over 19616.62 utterances.], libri_tot_loss[loss=0.3139, simple_loss=0.3681, pruned_loss=0.1298, over 2466860.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.05873, over 7919.43 utterances.], giga_tot_loss[loss=0.2986, simple_loss=0.3575, pruned_loss=0.1198, over 2474919.30 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07241, over 21197.53 utterances.], batch size: 33, lr: 1.04e-03
2022-08-21 01:02:01,527 INFO [train.py:927] (7/8) Epoch 2, batch 14600, giga_loss[loss=0.3017, simple_loss=0.3642, pruned_loss=0.1196, over 12451.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.2977, simple_loss=0.357, pruned_loss=0.1192, over 2473881.96 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06679, over 19088.65 utterances.], libri_tot_loss[loss=0.3134, simple_loss=0.3676, pruned_loss=0.1296, over 2467051.66 frames. utt_duration=1243 frames, utt_pad_proportion=0.05901, over 7950.95 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3572, pruned_loss=0.1188, over 2474771.54 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06847, over 20761.99 utterances.], batch size: 105, lr: 1.04e-03
2022-08-21 01:03:50,865 INFO [train.py:927] (7/8) Epoch 2, batch 14650, giga_loss[loss=0.2915, simple_loss=0.3557, pruned_loss=0.1137, over 12350.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02979, over 91.00 utterances.], tot_loss[loss=0.2982, simple_loss=0.3571, pruned_loss=0.1197, over 2474384.00 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06963, over 19553.62 utterances.], libri_tot_loss[loss=0.3127, simple_loss=0.3669, pruned_loss=0.1293, over 2467259.48 frames. utt_duration=1234 frames, utt_pad_proportion=0.06206, over 8006.27 utterances.], giga_tot_loss[loss=0.2981, simple_loss=0.3575, pruned_loss=0.1193, over 2475110.15 frames. utt_duration=469.7 frames, utt_pad_proportion=0.0698, over 21141.30 utterances.], batch size: 91, lr: 1.04e-03
2022-08-21 01:05:37,570 INFO [train.py:927] (7/8) Epoch 2, batch 14700, libri_loss[loss=0.3099, simple_loss=0.3706, pruned_loss=0.1246, over 12374.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01403, over 41.00 utterances.], tot_loss[loss=0.3042, simple_loss=0.3604, pruned_loss=0.124, over 2474660.27 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07419, over 20508.87 utterances.], libri_tot_loss[loss=0.3117, simple_loss=0.3661, pruned_loss=0.1287, over 2467215.18 frames. utt_duration=1225 frames, utt_pad_proportion=0.0653, over 8067.25 utterances.], giga_tot_loss[loss=0.3047, simple_loss=0.3613, pruned_loss=0.124, over 2475545.21 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07307, over 22185.33 utterances.], batch size: 41, lr: 1.04e-03
2022-08-21 01:07:20,763 INFO [train.py:927] (7/8) Epoch 2, batch 14750, giga_loss[loss=0.2955, simple_loss=0.3574, pruned_loss=0.1168, over 12340.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03351, over 51.00 utterances.], tot_loss[loss=0.3048, simple_loss=0.3604, pruned_loss=0.1246, over 2475005.40 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07549, over 20225.53 utterances.], libri_tot_loss[loss=0.3107, simple_loss=0.3652, pruned_loss=0.128, over 2467091.00 frames. utt_duration=1231 frames, utt_pad_proportion=0.06318, over 8023.43 utterances.], giga_tot_loss[loss=0.3058, simple_loss=0.3617, pruned_loss=0.125, over 2476147.47 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07535, over 22141.32 utterances.], batch size: 51, lr: 1.04e-03
2022-08-21 01:09:06,118 INFO [train.py:927] (7/8) Epoch 2, batch 14800, giga_loss[loss=0.271, simple_loss=0.3383, pruned_loss=0.1018, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03692, over 105.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3576, pruned_loss=0.1222, over 2474321.21 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07187, over 19651.24 utterances.], libri_tot_loss[loss=0.3101, simple_loss=0.3648, pruned_loss=0.1277, over 2466901.25 frames. utt_duration=1237 frames, utt_pad_proportion=0.06204, over 7985.29 utterances.], giga_tot_loss[loss=0.3021, simple_loss=0.3589, pruned_loss=0.1227, over 2475585.41 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07249, over 21478.25 utterances.], batch size: 105, lr: 1.04e-03
2022-08-21 01:10:50,011 INFO [train.py:927] (7/8) Epoch 2, batch 14850, giga_loss[loss=0.2686, simple_loss=0.3316, pruned_loss=0.1028, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04049, over 133.00 utterances.], tot_loss[loss=0.2971, simple_loss=0.3557, pruned_loss=0.1192, over 2473558.37 frames. utt_duration=505.6 frames, utt_pad_proportion=0.07099, over 19626.02 utterances.], libri_tot_loss[loss=0.3102, simple_loss=0.3649, pruned_loss=0.1277, over 2467003.21 frames. utt_duration=1240 frames, utt_pad_proportion=0.06135, over 7965.63 utterances.], giga_tot_loss[loss=0.2978, simple_loss=0.3565, pruned_loss=0.1195, over 2474558.68 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07182, over 21242.91 utterances.], batch size: 133, lr: 1.04e-03
2022-08-21 01:12:36,823 INFO [train.py:927] (7/8) Epoch 2, batch 14900, giga_loss[loss=0.3319, simple_loss=0.3788, pruned_loss=0.1426, over 12324.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.0314, over 91.00 utterances.], tot_loss[loss=0.2945, simple_loss=0.3532, pruned_loss=0.1179, over 2474598.42 frames. utt_duration=503 frames, utt_pad_proportion=0.06822, over 19734.88 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.3651, pruned_loss=0.1281, over 2467157.90 frames. utt_duration=1236 frames, utt_pad_proportion=0.06179, over 7994.96 utterances.], giga_tot_loss[loss=0.2945, simple_loss=0.3535, pruned_loss=0.1178, over 2475308.38 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06894, over 21078.79 utterances.], batch size: 91, lr: 1.03e-03
2022-08-21 01:14:20,345 INFO [train.py:927] (7/8) Epoch 2, batch 14950, giga_loss[loss=0.3094, simple_loss=0.3651, pruned_loss=0.1269, over 12461.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03005, over 80.00 utterances.], tot_loss[loss=0.2983, simple_loss=0.3558, pruned_loss=0.1205, over 2474822.16 frames. utt_duration=499 frames, utt_pad_proportion=0.06875, over 19898.03 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.3649, pruned_loss=0.1282, over 2467123.75 frames. utt_duration=1226 frames, utt_pad_proportion=0.06499, over 8056.14 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3559, pruned_loss=0.1201, over 2475640.80 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06842, over 21254.72 utterances.], batch size: 80, lr: 1.03e-03
2022-08-21 01:16:10,411 INFO [train.py:927] (7/8) Epoch 2, batch 15000, giga_loss[loss=0.3088, simple_loss=0.3712, pruned_loss=0.1231, over 12204.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03233, over 39.00 utterances.], tot_loss[loss=0.3007, simple_loss=0.3603, pruned_loss=0.1206, over 2474334.91 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07201, over 20114.94 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.3653, pruned_loss=0.1279, over 2467497.77 frames. utt_duration=1230 frames, utt_pad_proportion=0.06408, over 8033.20 utterances.], giga_tot_loss[loss=0.3003, simple_loss=0.3598, pruned_loss=0.1203, over 2474787.26 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07188, over 21425.28 utterances.], batch size: 39, lr: 1.03e-03
2022-08-21 01:16:10,412 INFO [train.py:958] (7/8) Computing validation loss
2022-08-21 01:16:24,136 INFO [train.py:967] (7/8) 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 01:18:07,203 INFO [train.py:927] (7/8) Epoch 2, batch 15050, giga_loss[loss=0.3105, simple_loss=0.3817, pruned_loss=0.1196, over 12462.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03021, over 55.00 utterances.], tot_loss[loss=0.3048, simple_loss=0.3648, pruned_loss=0.1224, over 2474479.84 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06922, over 19879.79 utterances.], libri_tot_loss[loss=0.3115, simple_loss=0.367, pruned_loss=0.128, over 2467476.28 frames. utt_duration=1234 frames, utt_pad_proportion=0.06249, over 8009.25 utterances.], giga_tot_loss[loss=0.3033, simple_loss=0.3629, pruned_loss=0.1219, over 2475082.60 frames. utt_duration=465.3 frames, utt_pad_proportion=0.06988, over 21343.86 utterances.], batch size: 55, lr: 1.03e-03
2022-08-21 01:19:53,166 INFO [train.py:927] (7/8) Epoch 2, batch 15100, giga_loss[loss=0.2849, simple_loss=0.3614, pruned_loss=0.1042, over 12368.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.03122, over 51.00 utterances.], tot_loss[loss=0.3052, simple_loss=0.3642, pruned_loss=0.1231, over 2473907.85 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06568, over 19369.07 utterances.], libri_tot_loss[loss=0.3111, simple_loss=0.3664, pruned_loss=0.1279, over 2467179.30 frames. utt_duration=1239 frames, utt_pad_proportion=0.06136, over 7974.36 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.3631, pruned_loss=0.1228, over 2474815.99 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06688, over 20847.50 utterances.], batch size: 51, lr: 1.03e-03
2022-08-21 01:21:38,435 INFO [train.py:927] (7/8) Epoch 2, batch 15150, giga_loss[loss=0.2752, simple_loss=0.3457, pruned_loss=0.1024, over 12357.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02967, over 70.00 utterances.], tot_loss[loss=0.3032, simple_loss=0.3621, pruned_loss=0.1221, over 2474320.79 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06036, over 18886.81 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.366, pruned_loss=0.1276, over 2467382.83 frames. utt_duration=1242 frames, utt_pad_proportion=0.06065, over 7958.81 utterances.], giga_tot_loss[loss=0.3028, simple_loss=0.3616, pruned_loss=0.122, over 2474949.14 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06193, over 20216.91 utterances.], batch size: 70, lr: 1.03e-03
2022-08-21 01:23:25,790 INFO [train.py:927] (7/8) Epoch 2, batch 15200, giga_loss[loss=0.2936, simple_loss=0.3582, pruned_loss=0.1145, over 12415.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04305, over 146.00 utterances.], tot_loss[loss=0.3038, simple_loss=0.3611, pruned_loss=0.1232, over 2474878.43 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06135, over 19405.09 utterances.], libri_tot_loss[loss=0.3114, simple_loss=0.366, pruned_loss=0.1284, over 2467614.11 frames. utt_duration=1238 frames, utt_pad_proportion=0.06084, over 7980.67 utterances.], giga_tot_loss[loss=0.3027, simple_loss=0.3607, pruned_loss=0.1223, over 2475306.14 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06245, over 20639.78 utterances.], batch size: 146, lr: 1.03e-03
2022-08-21 01:25:13,305 INFO [train.py:927] (7/8) Epoch 2, batch 15250, giga_loss[loss=0.2789, simple_loss=0.345, pruned_loss=0.1064, over 12385.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02672, over 91.00 utterances.], tot_loss[loss=0.303, simple_loss=0.3598, pruned_loss=0.1231, over 2474595.29 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06504, over 19826.53 utterances.], libri_tot_loss[loss=0.311, simple_loss=0.3657, pruned_loss=0.1281, over 2467727.60 frames. utt_duration=1242 frames, utt_pad_proportion=0.06019, over 7958.09 utterances.], giga_tot_loss[loss=0.3023, simple_loss=0.3596, pruned_loss=0.1225, over 2474918.57 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06592, over 20970.49 utterances.], batch size: 91, lr: 1.03e-03
2022-08-21 01:27:01,779 INFO [train.py:927] (7/8) Epoch 2, batch 15300, giga_loss[loss=0.2838, simple_loss=0.3476, pruned_loss=0.11, over 12393.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03668, over 113.00 utterances.], tot_loss[loss=0.3009, simple_loss=0.3587, pruned_loss=0.1216, over 2474728.24 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06805, over 19747.11 utterances.], libri_tot_loss[loss=0.3113, simple_loss=0.3663, pruned_loss=0.1281, over 2467806.22 frames. utt_duration=1241 frames, utt_pad_proportion=0.05981, over 7963.63 utterances.], giga_tot_loss[loss=0.3, simple_loss=0.3579, pruned_loss=0.1211, over 2475015.74 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06879, over 20810.69 utterances.], batch size: 113, lr: 1.03e-03
2022-08-21 01:28:48,172 INFO [train.py:927] (7/8) Epoch 2, batch 15350, giga_loss[loss=0.2923, simple_loss=0.3545, pruned_loss=0.115, over 12404.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03449, over 80.00 utterances.], tot_loss[loss=0.3025, simple_loss=0.3602, pruned_loss=0.1224, over 2475134.64 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07066, over 20089.55 utterances.], libri_tot_loss[loss=0.3108, simple_loss=0.3657, pruned_loss=0.1279, over 2467993.18 frames. utt_duration=1246 frames, utt_pad_proportion=0.05846, over 7935.12 utterances.], giga_tot_loss[loss=0.302, simple_loss=0.3599, pruned_loss=0.122, over 2475381.49 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07167, over 21298.70 utterances.], batch size: 80, lr: 1.03e-03
2022-08-21 01:30:38,279 INFO [train.py:927] (7/8) Epoch 2, batch 15400, giga_loss[loss=0.3786, simple_loss=0.4029, pruned_loss=0.1772, over 12372.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09798, over 256.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.359, pruned_loss=0.1218, over 2475206.42 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06996, over 19646.44 utterances.], libri_tot_loss[loss=0.3096, simple_loss=0.3644, pruned_loss=0.1274, over 2468108.02 frames. utt_duration=1241 frames, utt_pad_proportion=0.06084, over 7963.80 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3597, pruned_loss=0.1217, over 2475665.10 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07038, over 21212.40 utterances.], batch size: 256, lr: 1.03e-03
2022-08-21 01:32:22,380 INFO [train.py:927] (7/8) Epoch 2, batch 15450, giga_loss[loss=0.4553, simple_loss=0.4565, pruned_loss=0.2271, over 12366.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.3025, simple_loss=0.361, pruned_loss=0.122, over 2474131.36 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07424, over 20332.16 utterances.], libri_tot_loss[loss=0.3087, simple_loss=0.3633, pruned_loss=0.127, over 2467762.20 frames. utt_duration=1248 frames, utt_pad_proportion=0.05966, over 7916.43 utterances.], giga_tot_loss[loss=0.3033, simple_loss=0.3624, pruned_loss=0.1222, over 2475004.05 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07478, over 21960.58 utterances.], batch size: 257, lr: 1.03e-03
2022-08-21 01:34:08,298 INFO [train.py:927] (7/8) Epoch 2, batch 15500, giga_loss[loss=0.3392, simple_loss=0.3866, pruned_loss=0.1459, over 12384.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02999, over 97.00 utterances.], tot_loss[loss=0.3089, simple_loss=0.3659, pruned_loss=0.126, over 2473000.74 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07442, over 20570.80 utterances.], libri_tot_loss[loss=0.3091, simple_loss=0.3638, pruned_loss=0.1272, over 2467531.58 frames. utt_duration=1250 frames, utt_pad_proportion=0.05841, over 7903.98 utterances.], giga_tot_loss[loss=0.3092, simple_loss=0.3667, pruned_loss=0.1258, over 2474078.27 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07541, over 22233.37 utterances.], batch size: 97, lr: 1.03e-03
2022-08-21 01:35:54,857 INFO [train.py:927] (7/8) Epoch 2, batch 15550, giga_loss[loss=0.272, simple_loss=0.3412, pruned_loss=0.1014, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03871, over 40.00 utterances.], tot_loss[loss=0.3099, simple_loss=0.3662, pruned_loss=0.1268, over 2474463.77 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07391, over 20931.24 utterances.], libri_tot_loss[loss=0.3082, simple_loss=0.3631, pruned_loss=0.1267, over 2467805.98 frames. utt_duration=1254 frames, utt_pad_proportion=0.05779, over 7880.54 utterances.], giga_tot_loss[loss=0.3109, simple_loss=0.3675, pruned_loss=0.1271, over 2475157.66 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07496, over 22433.36 utterances.], batch size: 40, lr: 1.03e-03
2022-08-21 01:37:38,584 INFO [train.py:927] (7/8) Epoch 2, batch 15600, giga_loss[loss=0.2532, simple_loss=0.3347, pruned_loss=0.08588, over 12235.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03099, over 42.00 utterances.], tot_loss[loss=0.3079, simple_loss=0.3646, pruned_loss=0.1257, over 2474298.91 frames. utt_duration=463 frames, utt_pad_proportion=0.07368, over 21447.13 utterances.], libri_tot_loss[loss=0.3074, simple_loss=0.3622, pruned_loss=0.1263, over 2467733.91 frames. utt_duration=1260 frames, utt_pad_proportion=0.05656, over 7842.55 utterances.], giga_tot_loss[loss=0.3095, simple_loss=0.3665, pruned_loss=0.1263, over 2475114.07 frames. utt_duration=431 frames, utt_pad_proportion=0.07503, over 23051.27 utterances.], batch size: 42, lr: 1.03e-03
2022-08-21 01:39:20,796 INFO [train.py:927] (7/8) Epoch 2, batch 15650, libri_loss[loss=0.2577, simple_loss=0.3023, pruned_loss=0.1065, over 12419.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.005123, over 31.00 utterances.], tot_loss[loss=0.3071, simple_loss=0.3651, pruned_loss=0.1245, over 2473456.43 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07402, over 21405.35 utterances.], libri_tot_loss[loss=0.3074, simple_loss=0.3622, pruned_loss=0.1263, over 2467720.06 frames. utt_duration=1265 frames, utt_pad_proportion=0.05507, over 7810.57 utterances.], giga_tot_loss[loss=0.3084, simple_loss=0.3668, pruned_loss=0.125, over 2474301.73 frames. utt_duration=429 frames, utt_pad_proportion=0.07572, over 23152.33 utterances.], batch size: 31, lr: 1.03e-03
2022-08-21 01:41:05,912 INFO [train.py:927] (7/8) Epoch 2, batch 15700, giga_loss[loss=0.2593, simple_loss=0.3397, pruned_loss=0.08941, over 12360.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.3045, simple_loss=0.3637, pruned_loss=0.1227, over 2474123.43 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07421, over 21324.57 utterances.], libri_tot_loss[loss=0.3071, simple_loss=0.3619, pruned_loss=0.1262, over 2467689.84 frames. utt_duration=1265 frames, utt_pad_proportion=0.05507, over 7812.40 utterances.], giga_tot_loss[loss=0.3058, simple_loss=0.3653, pruned_loss=0.1231, over 2474863.75 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07562, over 22810.54 utterances.], batch size: 97, lr: 1.03e-03
2022-08-21 01:42:51,729 INFO [train.py:927] (7/8) Epoch 2, batch 15750, giga_loss[loss=0.2907, simple_loss=0.3561, pruned_loss=0.1126, over 12454.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03063, over 80.00 utterances.], tot_loss[loss=0.3019, simple_loss=0.3611, pruned_loss=0.1214, over 2474161.18 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07264, over 20619.56 utterances.], libri_tot_loss[loss=0.3069, simple_loss=0.3615, pruned_loss=0.1262, over 2467563.16 frames. utt_duration=1256 frames, utt_pad_proportion=0.05928, over 7870.45 utterances.], giga_tot_loss[loss=0.303, simple_loss=0.3626, pruned_loss=0.1216, over 2474988.26 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07259, over 22034.20 utterances.], batch size: 80, lr: 1.02e-03
2022-08-21 01:44:38,580 INFO [train.py:927] (7/8) Epoch 2, batch 15800, giga_loss[loss=0.3005, simple_loss=0.354, pruned_loss=0.1234, over 12404.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.3009, simple_loss=0.3593, pruned_loss=0.1212, over 2475214.67 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07319, over 20882.31 utterances.], libri_tot_loss[loss=0.3068, simple_loss=0.3615, pruned_loss=0.1261, over 2467894.86 frames. utt_duration=1257 frames, utt_pad_proportion=0.05901, over 7865.08 utterances.], giga_tot_loss[loss=0.3016, simple_loss=0.3605, pruned_loss=0.1213, over 2475725.15 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07328, over 22295.13 utterances.], batch size: 133, lr: 1.02e-03
2022-08-21 01:46:20,963 INFO [train.py:927] (7/8) Epoch 2, batch 15850, libri_loss[loss=0.276, simple_loss=0.3382, pruned_loss=0.1069, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006542, over 33.00 utterances.], tot_loss[loss=0.3001, simple_loss=0.3582, pruned_loss=0.121, over 2474959.48 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07861, over 21382.85 utterances.], libri_tot_loss[loss=0.3062, simple_loss=0.3609, pruned_loss=0.1257, over 2467817.80 frames. utt_duration=1262 frames, utt_pad_proportion=0.05769, over 7831.52 utterances.], giga_tot_loss[loss=0.3011, simple_loss=0.3596, pruned_loss=0.1213, over 2475630.48 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07894, over 22915.35 utterances.], batch size: 33, lr: 1.02e-03
2022-08-21 01:48:02,263 INFO [train.py:927] (7/8) Epoch 2, batch 15900, giga_loss[loss=0.2698, simple_loss=0.3228, pruned_loss=0.1084, over 12341.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2087, over 371.00 utterances.], tot_loss[loss=0.2961, simple_loss=0.3559, pruned_loss=0.1181, over 2474781.88 frames. utt_duration=449.8 frames, utt_pad_proportion=0.08348, over 22082.05 utterances.], libri_tot_loss[loss=0.3072, simple_loss=0.3621, pruned_loss=0.1262, over 2467987.38 frames. utt_duration=1264 frames, utt_pad_proportion=0.05726, over 7819.25 utterances.], giga_tot_loss[loss=0.2958, simple_loss=0.3558, pruned_loss=0.1179, over 2475212.08 frames. utt_duration=424.2 frames, utt_pad_proportion=0.08363, over 23421.27 utterances.], batch size: 371, lr: 1.02e-03
2022-08-21 01:49:53,328 INFO [train.py:927] (7/8) Epoch 2, batch 15950, giga_loss[loss=0.2933, simple_loss=0.3506, pruned_loss=0.118, over 12378.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03347, over 80.00 utterances.], tot_loss[loss=0.2932, simple_loss=0.3533, pruned_loss=0.1165, over 2474836.43 frames. utt_duration=461.7 frames, utt_pad_proportion=0.08061, over 21507.89 utterances.], libri_tot_loss[loss=0.3069, simple_loss=0.3618, pruned_loss=0.126, over 2467550.79 frames. utt_duration=1257 frames, utt_pad_proportion=0.06055, over 7860.90 utterances.], giga_tot_loss[loss=0.293, simple_loss=0.3534, pruned_loss=0.1163, over 2475780.46 frames. utt_duration=433.2 frames, utt_pad_proportion=0.08019, over 22940.20 utterances.], batch size: 80, lr: 1.02e-03
2022-08-21 01:51:39,003 INFO [train.py:927] (7/8) Epoch 2, batch 16000, giga_loss[loss=0.2959, simple_loss=0.3605, pruned_loss=0.1157, over 12299.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.03763, over 51.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3531, pruned_loss=0.1176, over 2475408.64 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07658, over 21120.09 utterances.], libri_tot_loss[loss=0.3075, simple_loss=0.3621, pruned_loss=0.1264, over 2467830.70 frames. utt_duration=1260 frames, utt_pad_proportion=0.05922, over 7844.24 utterances.], giga_tot_loss[loss=0.2931, simple_loss=0.3527, pruned_loss=0.1168, over 2476111.94 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07703, over 22648.95 utterances.], batch size: 51, lr: 1.02e-03
2022-08-21 01:53:21,553 INFO [train.py:927] (7/8) Epoch 2, batch 16050, giga_loss[loss=0.28, simple_loss=0.3424, pruned_loss=0.1088, over 12372.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02783, over 91.00 utterances.], tot_loss[loss=0.2954, simple_loss=0.3544, pruned_loss=0.1182, over 2474649.52 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07481, over 20953.56 utterances.], libri_tot_loss[loss=0.3077, simple_loss=0.3622, pruned_loss=0.1266, over 2467447.13 frames. utt_duration=1261 frames, utt_pad_proportion=0.05835, over 7834.18 utterances.], giga_tot_loss[loss=0.2941, simple_loss=0.3538, pruned_loss=0.1172, over 2475709.95 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07568, over 22475.29 utterances.], batch size: 91, lr: 1.02e-03
2022-08-21 01:55:06,812 INFO [train.py:927] (7/8) Epoch 2, batch 16100, giga_loss[loss=0.2528, simple_loss=0.3152, pruned_loss=0.09522, over 12380.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.04124, over 40.00 utterances.], tot_loss[loss=0.2944, simple_loss=0.3541, pruned_loss=0.1174, over 2475328.41 frames. utt_duration=472 frames, utt_pad_proportion=0.07189, over 21043.59 utterances.], libri_tot_loss[loss=0.3081, simple_loss=0.3628, pruned_loss=0.1267, over 2467429.13 frames. utt_duration=1262 frames, utt_pad_proportion=0.05757, over 7828.63 utterances.], giga_tot_loss[loss=0.2928, simple_loss=0.3529, pruned_loss=0.1164, over 2476300.25 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07308, over 22492.51 utterances.], batch size: 40, lr: 1.02e-03
2022-08-21 01:56:53,323 INFO [train.py:927] (7/8) Epoch 2, batch 16150, libri_loss[loss=0.3179, simple_loss=0.3808, pruned_loss=0.1275, over 12412.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03643, over 46.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3589, pruned_loss=0.1194, over 2474595.52 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06984, over 20517.04 utterances.], libri_tot_loss[loss=0.3094, simple_loss=0.365, pruned_loss=0.1269, over 2467268.32 frames. utt_duration=1265 frames, utt_pad_proportion=0.0566, over 7812.03 utterances.], giga_tot_loss[loss=0.2961, simple_loss=0.3558, pruned_loss=0.1182, over 2475756.98 frames. utt_duration=449.1 frames, utt_pad_proportion=0.0714, over 22123.38 utterances.], batch size: 46, lr: 1.02e-03
2022-08-21 01:58:37,824 INFO [train.py:927] (7/8) Epoch 2, batch 16200, giga_loss[loss=0.2839, simple_loss=0.3497, pruned_loss=0.109, over 12463.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03043, over 75.00 utterances.], tot_loss[loss=0.2993, simple_loss=0.3592, pruned_loss=0.1197, over 2474829.76 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07417, over 20669.41 utterances.], libri_tot_loss[loss=0.3087, simple_loss=0.3643, pruned_loss=0.1266, over 2467218.96 frames. utt_duration=1256 frames, utt_pad_proportion=0.06103, over 7869.10 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3572, pruned_loss=0.1188, over 2475976.48 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07375, over 22190.50 utterances.], batch size: 75, lr: 1.02e-03
2022-08-21 02:00:27,806 INFO [train.py:927] (7/8) Epoch 2, batch 16250, giga_loss[loss=0.3007, simple_loss=0.3654, pruned_loss=0.118, over 12341.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03374, over 97.00 utterances.], tot_loss[loss=0.2992, simple_loss=0.3591, pruned_loss=0.1197, over 2474729.07 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07699, over 20955.98 utterances.], libri_tot_loss[loss=0.3083, simple_loss=0.364, pruned_loss=0.1263, over 2467036.27 frames. utt_duration=1256 frames, utt_pad_proportion=0.06063, over 7866.00 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3578, pruned_loss=0.1191, over 2475889.45 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07671, over 22335.08 utterances.], batch size: 97, lr: 1.02e-03
2022-08-21 02:02:12,922 INFO [train.py:927] (7/8) Epoch 2, batch 16300, giga_loss[loss=0.2634, simple_loss=0.3208, pruned_loss=0.103, over 12398.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04018, over 40.00 utterances.], tot_loss[loss=0.2983, simple_loss=0.3586, pruned_loss=0.119, over 2475091.45 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07352, over 20841.57 utterances.], libri_tot_loss[loss=0.3073, simple_loss=0.3631, pruned_loss=0.1257, over 2467009.20 frames. utt_duration=1259 frames, utt_pad_proportion=0.05935, over 7844.39 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3581, pruned_loss=0.1189, over 2476251.22 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07399, over 22307.52 utterances.], batch size: 40, lr: 1.02e-03
2022-08-21 02:03:59,811 INFO [train.py:927] (7/8) Epoch 2, batch 16350, giga_loss[loss=0.2763, simple_loss=0.3448, pruned_loss=0.1038, over 12383.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2977, simple_loss=0.3576, pruned_loss=0.1189, over 2475806.82 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07399, over 20965.71 utterances.], libri_tot_loss[loss=0.3069, simple_loss=0.3628, pruned_loss=0.1256, over 2467187.28 frames. utt_duration=1252 frames, utt_pad_proportion=0.06259, over 7890.32 utterances.], giga_tot_loss[loss=0.2976, simple_loss=0.3575, pruned_loss=0.1188, over 2476765.26 frames. utt_duration=444 frames, utt_pad_proportion=0.07349, over 22387.26 utterances.], batch size: 62, lr: 1.02e-03
2022-08-21 02:05:43,694 INFO [train.py:927] (7/8) Epoch 2, batch 16400, giga_loss[loss=0.266, simple_loss=0.3309, pruned_loss=0.1005, over 12452.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.0308, over 80.00 utterances.], tot_loss[loss=0.296, simple_loss=0.3552, pruned_loss=0.1184, over 2475491.83 frames. utt_duration=458.4 frames, utt_pad_proportion=0.08304, over 21671.17 utterances.], libri_tot_loss[loss=0.3063, simple_loss=0.362, pruned_loss=0.1253, over 2467390.65 frames. utt_duration=1255 frames, utt_pad_proportion=0.06118, over 7875.43 utterances.], giga_tot_loss[loss=0.2962, simple_loss=0.3556, pruned_loss=0.1184, over 2476324.40 frames. utt_duration=427.8 frames, utt_pad_proportion=0.08267, over 23233.59 utterances.], batch size: 80, lr: 1.02e-03
2022-08-21 02:07:29,614 INFO [train.py:927] (7/8) Epoch 2, batch 16450, giga_loss[loss=0.2983, simple_loss=0.3622, pruned_loss=0.1172, over 12355.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.02404, over 45.00 utterances.], tot_loss[loss=0.2957, simple_loss=0.3545, pruned_loss=0.1185, over 2474595.81 frames. utt_duration=450 frames, utt_pad_proportion=0.0858, over 22069.61 utterances.], libri_tot_loss[loss=0.3064, simple_loss=0.362, pruned_loss=0.1254, over 2467144.84 frames. utt_duration=1256 frames, utt_pad_proportion=0.06047, over 7867.29 utterances.], giga_tot_loss[loss=0.2957, simple_loss=0.3547, pruned_loss=0.1183, over 2475578.78 frames. utt_duration=423 frames, utt_pad_proportion=0.08566, over 23492.98 utterances.], batch size: 45, lr: 1.02e-03
2022-08-21 02:09:16,327 INFO [train.py:927] (7/8) Epoch 2, batch 16500, giga_loss[loss=0.2922, simple_loss=0.358, pruned_loss=0.1132, over 12359.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03421, over 122.00 utterances.], tot_loss[loss=0.3002, simple_loss=0.3598, pruned_loss=0.1203, over 2474603.18 frames. utt_duration=458.2 frames, utt_pad_proportion=0.08178, over 21674.23 utterances.], libri_tot_loss[loss=0.3088, simple_loss=0.3659, pruned_loss=0.1259, over 2467071.79 frames. utt_duration=1249 frames, utt_pad_proportion=0.06322, over 7911.32 utterances.], giga_tot_loss[loss=0.2978, simple_loss=0.3565, pruned_loss=0.1195, over 2475627.66 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08129, over 23080.88 utterances.], batch size: 122, lr: 1.02e-03
2022-08-21 02:11:02,257 INFO [train.py:927] (7/8) Epoch 2, batch 16550, giga_loss[loss=0.3751, simple_loss=0.4011, pruned_loss=0.1746, over 12372.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07087, over 211.00 utterances.], tot_loss[loss=0.3012, simple_loss=0.3594, pruned_loss=0.1215, over 2475176.40 frames. utt_duration=455.8 frames, utt_pad_proportion=0.08108, over 21789.91 utterances.], libri_tot_loss[loss=0.3086, simple_loss=0.3655, pruned_loss=0.1258, over 2467330.02 frames. utt_duration=1246 frames, utt_pad_proportion=0.06275, over 7932.02 utterances.], giga_tot_loss[loss=0.2993, simple_loss=0.3569, pruned_loss=0.1208, over 2475977.87 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08108, over 23262.30 utterances.], batch size: 211, lr: 1.02e-03
2022-08-21 02:12:47,194 INFO [train.py:927] (7/8) Epoch 2, batch 16600, giga_loss[loss=0.2602, simple_loss=0.338, pruned_loss=0.09123, over 12326.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02803, over 74.00 utterances.], tot_loss[loss=0.3017, simple_loss=0.3593, pruned_loss=0.1221, over 2474807.04 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08201, over 21821.79 utterances.], libri_tot_loss[loss=0.3087, simple_loss=0.3655, pruned_loss=0.126, over 2467508.12 frames. utt_duration=1248 frames, utt_pad_proportion=0.06174, over 7918.47 utterances.], giga_tot_loss[loss=0.3, simple_loss=0.3573, pruned_loss=0.1213, over 2475412.23 frames. utt_duration=427.1 frames, utt_pad_proportion=0.08238, over 23263.53 utterances.], batch size: 74, lr: 1.01e-03
2022-08-21 02:14:34,514 INFO [train.py:927] (7/8) Epoch 2, batch 16650, giga_loss[loss=0.2382, simple_loss=0.3134, pruned_loss=0.08148, over 12205.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03076, over 39.00 utterances.], tot_loss[loss=0.3023, simple_loss=0.3594, pruned_loss=0.1226, over 2474613.59 frames. utt_duration=453.2 frames, utt_pad_proportion=0.08338, over 21910.41 utterances.], libri_tot_loss[loss=0.3083, simple_loss=0.3648, pruned_loss=0.1259, over 2467383.91 frames. utt_duration=1255 frames, utt_pad_proportion=0.06043, over 7871.47 utterances.], giga_tot_loss[loss=0.3011, simple_loss=0.3582, pruned_loss=0.122, over 2475379.45 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08408, over 23475.41 utterances.], batch size: 39, lr: 1.01e-03
2022-08-21 02:16:16,330 INFO [train.py:927] (7/8) Epoch 2, batch 16700, libri_loss[loss=0.2741, simple_loss=0.3354, pruned_loss=0.1064, over 12447.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006023, over 32.00 utterances.], tot_loss[loss=0.3051, simple_loss=0.361, pruned_loss=0.1247, over 2475012.69 frames. utt_duration=457.1 frames, utt_pad_proportion=0.08037, over 21727.61 utterances.], libri_tot_loss[loss=0.3079, simple_loss=0.3643, pruned_loss=0.1258, over 2467977.01 frames. utt_duration=1257 frames, utt_pad_proportion=0.05871, over 7859.86 utterances.], giga_tot_loss[loss=0.3044, simple_loss=0.3604, pruned_loss=0.1242, over 2475329.44 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08192, over 23537.91 utterances.], batch size: 32, lr: 1.01e-03
2022-08-21 02:18:00,488 INFO [train.py:927] (7/8) Epoch 2, batch 16750, giga_loss[loss=0.2964, simple_loss=0.3603, pruned_loss=0.1162, over 12415.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05254, over 162.00 utterances.], tot_loss[loss=0.3039, simple_loss=0.3611, pruned_loss=0.1233, over 2474671.73 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07722, over 20205.89 utterances.], libri_tot_loss[loss=0.3078, simple_loss=0.3641, pruned_loss=0.1257, over 2468380.67 frames. utt_duration=1247 frames, utt_pad_proportion=0.06047, over 7926.88 utterances.], giga_tot_loss[loss=0.3033, simple_loss=0.3607, pruned_loss=0.1229, over 2474857.12 frames. utt_duration=446.8 frames, utt_pad_proportion=0.0787, over 22226.96 utterances.], batch size: 162, lr: 1.01e-03
2022-08-21 02:19:44,467 INFO [train.py:927] (7/8) Epoch 2, batch 16800, giga_loss[loss=0.3042, simple_loss=0.3607, pruned_loss=0.1238, over 12415.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06204, over 183.00 utterances.], tot_loss[loss=0.3025, simple_loss=0.3604, pruned_loss=0.1223, over 2473963.57 frames. utt_duration=476.6 frames, utt_pad_proportion=0.08116, over 20827.33 utterances.], libri_tot_loss[loss=0.3064, simple_loss=0.3628, pruned_loss=0.125, over 2467893.58 frames. utt_duration=1256 frames, utt_pad_proportion=0.05923, over 7869.36 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.3611, pruned_loss=0.1226, over 2474775.98 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08259, over 22919.99 utterances.], batch size: 183, lr: 1.01e-03
2022-08-21 02:21:26,349 INFO [train.py:927] (7/8) Epoch 2, batch 16850, giga_loss[loss=0.3295, simple_loss=0.3767, pruned_loss=0.1412, over 12396.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.051, over 161.00 utterances.], tot_loss[loss=0.2993, simple_loss=0.358, pruned_loss=0.1203, over 2473046.16 frames. utt_duration=476.1 frames, utt_pad_proportion=0.08027, over 20842.58 utterances.], libri_tot_loss[loss=0.3054, simple_loss=0.3618, pruned_loss=0.1245, over 2467523.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.05826, over 7823.11 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.3594, pruned_loss=0.1209, over 2474123.35 frames. utt_duration=435 frames, utt_pad_proportion=0.08188, over 22825.89 utterances.], batch size: 161, lr: 1.01e-03
2022-08-21 02:23:11,172 INFO [train.py:927] (7/8) Epoch 2, batch 16900, giga_loss[loss=0.2806, simple_loss=0.3465, pruned_loss=0.1074, over 12389.00 frames. utt_duration=973.3 frames, utt_pad_proportion=0.0296, over 51.00 utterances.], tot_loss[loss=0.3026, simple_loss=0.3613, pruned_loss=0.122, over 2473217.88 frames. utt_duration=465.7 frames, utt_pad_proportion=0.0802, over 21312.85 utterances.], libri_tot_loss[loss=0.3062, simple_loss=0.3632, pruned_loss=0.1246, over 2467740.16 frames. utt_duration=1260 frames, utt_pad_proportion=0.05806, over 7844.28 utterances.], giga_tot_loss[loss=0.3028, simple_loss=0.361, pruned_loss=0.1223, over 2473993.65 frames. utt_duration=428.3 frames, utt_pad_proportion=0.08177, over 23182.89 utterances.], batch size: 51, lr: 1.01e-03
2022-08-21 02:24:57,417 INFO [train.py:927] (7/8) Epoch 2, batch 16950, libri_loss[loss=0.3281, simple_loss=0.3751, pruned_loss=0.1406, over 12386.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02599, over 43.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3608, pruned_loss=0.1225, over 2473952.66 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07538, over 21183.12 utterances.], libri_tot_loss[loss=0.3059, simple_loss=0.3627, pruned_loss=0.1245, over 2467862.30 frames. utt_duration=1262 frames, utt_pad_proportion=0.05638, over 7830.78 utterances.], giga_tot_loss[loss=0.3033, simple_loss=0.3609, pruned_loss=0.1228, over 2474703.60 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07779, over 23214.96 utterances.], batch size: 43, lr: 1.01e-03
2022-08-21 02:26:42,529 INFO [train.py:927] (7/8) Epoch 2, batch 17000, giga_loss[loss=0.2983, simple_loss=0.3625, pruned_loss=0.1171, over 12379.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03058, over 97.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.361, pruned_loss=0.1229, over 2474202.28 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07408, over 21231.33 utterances.], libri_tot_loss[loss=0.3052, simple_loss=0.3622, pruned_loss=0.1242, over 2468236.19 frames. utt_duration=1261 frames, utt_pad_proportion=0.05611, over 7837.84 utterances.], giga_tot_loss[loss=0.3042, simple_loss=0.3616, pruned_loss=0.1234, over 2474608.86 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07636, over 23138.79 utterances.], batch size: 97, lr: 1.01e-03
2022-08-21 02:28:25,395 INFO [train.py:927] (7/8) Epoch 2, batch 17050, giga_loss[loss=0.2994, simple_loss=0.3653, pruned_loss=0.1167, over 12366.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04094, over 113.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.3609, pruned_loss=0.1238, over 2473730.49 frames. utt_duration=444.4 frames, utt_pad_proportion=0.08351, over 22340.96 utterances.], libri_tot_loss[loss=0.3047, simple_loss=0.3616, pruned_loss=0.1239, over 2468154.26 frames. utt_duration=1249 frames, utt_pad_proportion=0.05996, over 7911.22 utterances.], giga_tot_loss[loss=0.3054, simple_loss=0.3619, pruned_loss=0.1244, over 2474275.71 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08366, over 24174.94 utterances.], batch size: 113, lr: 1.01e-03
2022-08-21 02:30:08,814 INFO [train.py:927] (7/8) Epoch 2, batch 17100, giga_loss[loss=0.2888, simple_loss=0.3583, pruned_loss=0.1096, over 12286.00 frames. utt_duration=794 frames, utt_pad_proportion=0.03876, over 62.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3604, pruned_loss=0.1225, over 2473911.41 frames. utt_duration=458.3 frames, utt_pad_proportion=0.08311, over 21660.86 utterances.], libri_tot_loss[loss=0.3052, simple_loss=0.3621, pruned_loss=0.1241, over 2468304.79 frames. utt_duration=1234 frames, utt_pad_proportion=0.06458, over 8007.55 utterances.], giga_tot_loss[loss=0.3031, simple_loss=0.3607, pruned_loss=0.1227, over 2474389.04 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08219, over 23497.48 utterances.], batch size: 62, lr: 1.01e-03
2022-08-21 02:31:50,952 INFO [train.py:927] (7/8) Epoch 2, batch 17150, libri_loss[loss=0.4177, simple_loss=0.4403, pruned_loss=0.1975, over 12391.00 frames. utt_duration=418.1 frames, utt_pad_proportion=0.3487, over 119.00 utterances.], tot_loss[loss=0.3021, simple_loss=0.3599, pruned_loss=0.1221, over 2473773.77 frames. utt_duration=457.6 frames, utt_pad_proportion=0.08381, over 21694.53 utterances.], libri_tot_loss[loss=0.3058, simple_loss=0.3625, pruned_loss=0.1246, over 2468359.36 frames. utt_duration=1225 frames, utt_pad_proportion=0.06779, over 8067.59 utterances.], giga_tot_loss[loss=0.3017, simple_loss=0.3597, pruned_loss=0.1219, over 2474212.86 frames. utt_duration=424.3 frames, utt_pad_proportion=0.08207, over 23403.81 utterances.], batch size: 119, lr: 1.01e-03
2022-08-21 02:33:36,400 INFO [train.py:927] (7/8) Epoch 2, batch 17200, giga_loss[loss=0.267, simple_loss=0.3254, pruned_loss=0.1043, over 12400.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03834, over 40.00 utterances.], tot_loss[loss=0.2997, simple_loss=0.3575, pruned_loss=0.1209, over 2473213.85 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08252, over 21827.97 utterances.], libri_tot_loss[loss=0.3055, simple_loss=0.3624, pruned_loss=0.1243, over 2468290.67 frames. utt_duration=1228 frames, utt_pad_proportion=0.06701, over 8050.69 utterances.], giga_tot_loss[loss=0.2996, simple_loss=0.3573, pruned_loss=0.1209, over 2473681.94 frames. utt_duration=424.9 frames, utt_pad_proportion=0.08152, over 23365.66 utterances.], batch size: 40, lr: 1.01e-03
2022-08-21 02:35:21,239 INFO [train.py:927] (7/8) Epoch 2, batch 17250, giga_loss[loss=0.295, simple_loss=0.3492, pruned_loss=0.1204, over 12434.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03655, over 105.00 utterances.], tot_loss[loss=0.2971, simple_loss=0.3545, pruned_loss=0.1198, over 2473633.69 frames. utt_duration=460.8 frames, utt_pad_proportion=0.08377, over 21542.14 utterances.], libri_tot_loss[loss=0.3056, simple_loss=0.3624, pruned_loss=0.1243, over 2468027.18 frames. utt_duration=1219 frames, utt_pad_proportion=0.07013, over 8108.17 utterances.], giga_tot_loss[loss=0.2968, simple_loss=0.3542, pruned_loss=0.1196, over 2474367.98 frames. utt_duration=430.1 frames, utt_pad_proportion=0.08214, over 23088.67 utterances.], batch size: 105, lr: 1.01e-03
2022-08-21 02:37:08,027 INFO [train.py:927] (7/8) Epoch 2, batch 17300, giga_loss[loss=0.2799, simple_loss=0.3516, pruned_loss=0.1041, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02723, over 48.00 utterances.], tot_loss[loss=0.2948, simple_loss=0.3533, pruned_loss=0.1182, over 2473756.04 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07962, over 21026.48 utterances.], libri_tot_loss[loss=0.3059, simple_loss=0.3628, pruned_loss=0.1245, over 2468212.61 frames. utt_duration=1209 frames, utt_pad_proportion=0.07338, over 8176.60 utterances.], giga_tot_loss[loss=0.2941, simple_loss=0.3526, pruned_loss=0.1178, over 2474303.49 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0775, over 22489.08 utterances.], batch size: 48, lr: 1.01e-03
2022-08-21 02:38:52,726 INFO [train.py:927] (7/8) Epoch 2, batch 17350, giga_loss[loss=0.2898, simple_loss=0.3567, pruned_loss=0.1115, over 12378.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02736, over 91.00 utterances.], tot_loss[loss=0.2892, simple_loss=0.3505, pruned_loss=0.114, over 2473955.64 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07873, over 21782.52 utterances.], libri_tot_loss[loss=0.3051, simple_loss=0.3621, pruned_loss=0.124, over 2468443.16 frames. utt_duration=1212 frames, utt_pad_proportion=0.072, over 8154.39 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3502, pruned_loss=0.1139, over 2474344.26 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07762, over 23302.51 utterances.], batch size: 91, lr: 1.01e-03
2022-08-21 02:40:44,380 INFO [train.py:927] (7/8) Epoch 2, batch 17400, giga_loss[loss=0.2658, simple_loss=0.3389, pruned_loss=0.09636, over 12392.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04474, over 146.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3468, pruned_loss=0.1089, over 2475474.97 frames. utt_duration=447 frames, utt_pad_proportion=0.07228, over 22225.16 utterances.], libri_tot_loss[loss=0.305, simple_loss=0.3622, pruned_loss=0.1239, over 2468653.58 frames. utt_duration=1213 frames, utt_pad_proportion=0.07126, over 8148.18 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3463, pruned_loss=0.1087, over 2475674.42 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07201, over 23617.76 utterances.], batch size: 146, lr: 1.01e-03
2022-08-21 02:42:26,462 INFO [train.py:927] (7/8) Epoch 2, batch 17450, giga_loss[loss=0.2795, simple_loss=0.3616, pruned_loss=0.09869, over 12427.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03864, over 105.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.3458, pruned_loss=0.1056, over 2476032.14 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07084, over 22787.10 utterances.], libri_tot_loss[loss=0.306, simple_loss=0.3633, pruned_loss=0.1243, over 2468635.25 frames. utt_duration=1211 frames, utt_pad_proportion=0.07121, over 8160.88 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3442, pruned_loss=0.1049, over 2476297.94 frames. utt_duration=413 frames, utt_pad_proportion=0.07074, over 24069.30 utterances.], batch size: 105, lr: 1.00e-03
2022-08-21 02:44:09,174 INFO [train.py:927] (7/8) Epoch 2, batch 17500, giga_loss[loss=0.2406, simple_loss=0.3242, pruned_loss=0.07855, over 12445.00 frames. utt_duration=804.4 frames, utt_pad_proportion=0.02615, over 62.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3441, pruned_loss=0.1041, over 2475773.67 frames. utt_duration=415.7 frames, utt_pad_proportion=0.07293, over 23906.11 utterances.], libri_tot_loss[loss=0.305, simple_loss=0.3625, pruned_loss=0.1238, over 2468042.36 frames. utt_duration=1216 frames, utt_pad_proportion=0.07021, over 8131.79 utterances.], giga_tot_loss[loss=0.2753, simple_loss=0.3433, pruned_loss=0.1037, over 2476606.52 frames. utt_duration=394.6 frames, utt_pad_proportion=0.07303, over 25200.60 utterances.], batch size: 62, lr: 1.00e-03
2022-08-21 02:45:51,748 INFO [train.py:927] (7/8) Epoch 2, batch 17550, giga_loss[loss=0.2614, simple_loss=0.3358, pruned_loss=0.09353, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03264, over 105.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3405, pruned_loss=0.1012, over 2476614.00 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06961, over 24125.95 utterances.], libri_tot_loss[loss=0.3048, simple_loss=0.3621, pruned_loss=0.1237, over 2467977.14 frames. utt_duration=1219 frames, utt_pad_proportion=0.06942, over 8110.93 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3399, pruned_loss=0.1007, over 2477423.58 frames. utt_duration=391.8 frames, utt_pad_proportion=0.07007, over 25388.61 utterances.], batch size: 105, lr: 1.00e-03
2022-08-21 02:47:34,175 INFO [train.py:927] (7/8) Epoch 2, batch 17600, giga_loss[loss=0.2607, simple_loss=0.3359, pruned_loss=0.09272, over 12466.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.0338, over 98.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3387, pruned_loss=0.09957, over 2477020.46 frames. utt_duration=399.7 frames, utt_pad_proportion=0.07238, over 24880.75 utterances.], libri_tot_loss[loss=0.3048, simple_loss=0.3621, pruned_loss=0.1237, over 2468193.66 frames. utt_duration=1219 frames, utt_pad_proportion=0.06889, over 8109.84 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3381, pruned_loss=0.09894, over 2477546.06 frames. utt_duration=382.4 frames, utt_pad_proportion=0.07277, over 26016.86 utterances.], batch size: 98, lr: 1.00e-03
2022-08-21 02:49:15,432 INFO [train.py:927] (7/8) Epoch 2, batch 17650, giga_loss[loss=0.2289, simple_loss=0.3059, pruned_loss=0.07591, over 12429.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.0544, over 162.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3356, pruned_loss=0.09661, over 2477206.19 frames. utt_duration=394.1 frames, utt_pad_proportion=0.07343, over 25233.44 utterances.], libri_tot_loss[loss=0.3048, simple_loss=0.3623, pruned_loss=0.1237, over 2468305.89 frames. utt_duration=1222 frames, utt_pad_proportion=0.06757, over 8088.56 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3342, pruned_loss=0.09545, over 2477772.71 frames. utt_duration=373.7 frames, utt_pad_proportion=0.07409, over 26622.41 utterances.], batch size: 162, lr: 1.00e-03
2022-08-21 02:50:59,429 INFO [train.py:927] (7/8) Epoch 2, batch 17700, giga_loss[loss=0.2352, simple_loss=0.3123, pruned_loss=0.07906, over 12382.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04108, over 133.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3306, pruned_loss=0.09344, over 2476563.01 frames. utt_duration=402.5 frames, utt_pad_proportion=0.0727, over 24702.58 utterances.], libri_tot_loss[loss=0.3039, simple_loss=0.3615, pruned_loss=0.1232, over 2468095.76 frames. utt_duration=1221 frames, utt_pad_proportion=0.06699, over 8092.84 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3295, pruned_loss=0.09224, over 2477412.41 frames. utt_duration=379.1 frames, utt_pad_proportion=0.07349, over 26242.92 utterances.], batch size: 133, lr: 1.00e-03
2022-08-21 02:52:44,060 INFO [train.py:927] (7/8) Epoch 2, batch 17750, giga_loss[loss=0.2549, simple_loss=0.3339, pruned_loss=0.08797, over 12372.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03093, over 58.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3289, pruned_loss=0.09292, over 2476439.43 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07491, over 25008.54 utterances.], libri_tot_loss[loss=0.3033, simple_loss=0.3609, pruned_loss=0.1229, over 2468154.58 frames. utt_duration=1212 frames, utt_pad_proportion=0.07064, over 8154.42 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3278, pruned_loss=0.09147, over 2477295.76 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07454, over 26655.34 utterances.], batch size: 58, lr: 1.00e-03
2022-08-21 02:54:41,113 INFO [train.py:927] (7/8) Epoch 2, batch 17800, giga_loss[loss=0.2992, simple_loss=0.3577, pruned_loss=0.1204, over 12370.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 257.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3308, pruned_loss=0.0935, over 2477032.75 frames. utt_duration=395.7 frames, utt_pad_proportion=0.07658, over 25128.47 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3603, pruned_loss=0.1227, over 2468309.06 frames. utt_duration=1207 frames, utt_pad_proportion=0.07283, over 8187.15 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3295, pruned_loss=0.09153, over 2477846.66 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07569, over 26974.90 utterances.], batch size: 257, lr: 1.00e-03
2022-08-21 02:56:44,374 INFO [train.py:927] (7/8) Epoch 2, batch 17850, giga_loss[loss=0.2289, simple_loss=0.3031, pruned_loss=0.07734, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03855, over 37.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3291, pruned_loss=0.09212, over 2476623.35 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07443, over 24295.72 utterances.], libri_tot_loss[loss=0.3025, simple_loss=0.3599, pruned_loss=0.1226, over 2468259.52 frames. utt_duration=1204 frames, utt_pad_proportion=0.072, over 8208.54 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3275, pruned_loss=0.08969, over 2477581.52 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07408, over 26275.40 utterances.], batch size: 37, lr: 1.00e-03
2022-08-21 02:58:40,531 INFO [train.py:927] (7/8) Epoch 2, batch 17900, giga_loss[loss=0.2183, simple_loss=0.3057, pruned_loss=0.06544, over 12372.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03668, over 113.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3285, pruned_loss=0.09127, over 2476916.61 frames. utt_duration=399 frames, utt_pad_proportion=0.07775, over 24915.03 utterances.], libri_tot_loss[loss=0.3037, simple_loss=0.3608, pruned_loss=0.1233, over 2468337.83 frames. utt_duration=1186 frames, utt_pad_proportion=0.07737, over 8333.32 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3254, pruned_loss=0.08767, over 2477905.81 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07593, over 26964.18 utterances.], batch size: 113, lr: 1.00e-03
2022-08-21 03:00:47,249 INFO [train.py:927] (7/8) Epoch 2, batch 17950, giga_loss[loss=0.2515, simple_loss=0.3302, pruned_loss=0.08642, over 12438.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04382, over 161.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3249, pruned_loss=0.08943, over 2476486.07 frames. utt_duration=405 frames, utt_pad_proportion=0.07578, over 24540.62 utterances.], libri_tot_loss[loss=0.3027, simple_loss=0.3598, pruned_loss=0.1228, over 2467830.19 frames. utt_duration=1191 frames, utt_pad_proportion=0.07613, over 8300.51 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3222, pruned_loss=0.08593, over 2477996.29 frames. utt_duration=372 frames, utt_pad_proportion=0.07477, over 26737.54 utterances.], batch size: 161, lr: 9.99e-04
2022-08-21 03:02:39,104 INFO [train.py:927] (7/8) Epoch 2, batch 18000, giga_loss[loss=0.2343, simple_loss=0.3177, pruned_loss=0.07544, over 12456.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03057, over 55.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3238, pruned_loss=0.08808, over 2477171.79 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07226, over 24549.86 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3593, pruned_loss=0.1225, over 2468086.27 frames. utt_duration=1190 frames, utt_pad_proportion=0.07572, over 8303.27 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3215, pruned_loss=0.08503, over 2478305.64 frames. utt_duration=374.4 frames, utt_pad_proportion=0.07182, over 26566.69 utterances.], batch size: 55, lr: 9.99e-04
2022-08-21 03:02:39,105 INFO [train.py:958] (7/8) Computing validation loss
2022-08-21 03:02:53,876 INFO [train.py:967] (7/8) 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 03:04:58,776 INFO [train.py:927] (7/8) Epoch 2, batch 18050, giga_loss[loss=0.2235, simple_loss=0.3105, pruned_loss=0.06821, over 12450.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03717, over 133.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.326, pruned_loss=0.08865, over 2477227.54 frames. utt_duration=411.9 frames, utt_pad_proportion=0.07057, over 24131.67 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3599, pruned_loss=0.1229, over 2468076.69 frames. utt_duration=1187 frames, utt_pad_proportion=0.07566, over 8330.24 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3227, pruned_loss=0.08491, over 2478406.25 frames. utt_duration=380.2 frames, utt_pad_proportion=0.07029, over 26160.70 utterances.], batch size: 133, lr: 9.98e-04
2022-08-21 03:07:06,758 INFO [train.py:927] (7/8) Epoch 2, batch 18100, giga_loss[loss=0.2249, simple_loss=0.3087, pruned_loss=0.07053, over 12340.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3241, pruned_loss=0.08712, over 2477115.46 frames. utt_duration=418 frames, utt_pad_proportion=0.06707, over 23777.50 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3598, pruned_loss=0.1229, over 2468135.90 frames. utt_duration=1189 frames, utt_pad_proportion=0.07477, over 8315.38 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.321, pruned_loss=0.08369, over 2478102.84 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06732, over 25601.58 utterances.], batch size: 62, lr: 9.98e-04
2022-08-21 03:09:10,425 INFO [train.py:927] (7/8) Epoch 2, batch 18150, giga_loss[loss=0.2419, simple_loss=0.3312, pruned_loss=0.07631, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04137, over 133.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3262, pruned_loss=0.08623, over 2477498.20 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06871, over 24944.35 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3598, pruned_loss=0.1229, over 2468135.90 frames. utt_duration=1189 frames, utt_pad_proportion=0.07477, over 8315.38 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3238, pruned_loss=0.08355, over 2478266.69 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0688, over 26364.06 utterances.], batch size: 133, lr: 9.97e-04
2022-08-21 03:11:18,525 INFO [train.py:927] (7/8) Epoch 2, batch 18200, giga_loss[loss=0.1973, simple_loss=0.2892, pruned_loss=0.05272, over 12457.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.02761, over 55.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3262, pruned_loss=0.08416, over 2477887.97 frames. utt_duration=413 frames, utt_pad_proportion=0.06475, over 24071.56 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3598, pruned_loss=0.1229, over 2468220.37 frames. utt_duration=1191 frames, utt_pad_proportion=0.07391, over 8299.73 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3239, pruned_loss=0.08154, over 2478540.35 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06525, over 25409.50 utterances.], batch size: 55, lr: 9.96e-04
2022-08-21 03:13:21,370 INFO [train.py:927] (7/8) Epoch 2, batch 18250, giga_loss[loss=0.2517, simple_loss=0.3204, pruned_loss=0.09152, over 12368.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02883, over 91.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3269, pruned_loss=0.08494, over 2477580.55 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06292, over 23804.69 utterances.], libri_tot_loss[loss=0.3034, simple_loss=0.3604, pruned_loss=0.1232, over 2468132.82 frames. utt_duration=1189 frames, utt_pad_proportion=0.07312, over 8315.01 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3237, pruned_loss=0.08173, over 2478401.93 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06356, over 25205.74 utterances.], batch size: 91, lr: 9.96e-04
2022-08-21 03:15:50,452 INFO [train.py:927] (7/8) Epoch 2, batch 18300, giga_loss[loss=0.214, simple_loss=0.2991, pruned_loss=0.06443, over 12435.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03301, over 75.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3287, pruned_loss=0.08636, over 2477452.89 frames. utt_duration=427 frames, utt_pad_proportion=0.06275, over 23274.81 utterances.], libri_tot_loss[loss=0.3044, simple_loss=0.362, pruned_loss=0.1235, over 2467975.00 frames. utt_duration=1192 frames, utt_pad_proportion=0.07156, over 8290.95 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3239, pruned_loss=0.08254, over 2478497.77 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06367, over 24836.24 utterances.], batch size: 75, lr: 9.95e-04
2022-08-21 03:18:00,103 INFO [train.py:927] (7/8) Epoch 2, batch 18350, giga_loss[loss=0.2008, simple_loss=0.2947, pruned_loss=0.05343, over 12320.00 frames. utt_duration=704.9 frames, utt_pad_proportion=0.03306, over 70.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3255, pruned_loss=0.08497, over 2477383.01 frames. utt_duration=433.9 frames, utt_pad_proportion=0.0597, over 22900.79 utterances.], libri_tot_loss[loss=0.3041, simple_loss=0.3616, pruned_loss=0.1233, over 2467703.11 frames. utt_duration=1197 frames, utt_pad_proportion=0.07028, over 8256.91 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3212, pruned_loss=0.08115, over 2478701.71 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06095, over 24522.89 utterances.], batch size: 70, lr: 9.95e-04
2022-08-21 03:20:03,574 INFO [train.py:927] (7/8) Epoch 2, batch 18400, giga_loss[loss=0.2416, simple_loss=0.3335, pruned_loss=0.07485, over 12422.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03371, over 75.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3248, pruned_loss=0.08537, over 2477301.80 frames. utt_duration=426.8 frames, utt_pad_proportion=0.06271, over 23282.74 utterances.], libri_tot_loss[loss=0.3047, simple_loss=0.3617, pruned_loss=0.1239, over 2467804.04 frames. utt_duration=1191 frames, utt_pad_proportion=0.07343, over 8299.14 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3205, pruned_loss=0.08116, over 2478417.15 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06241, over 24785.82 utterances.], batch size: 75, lr: 9.94e-04
2022-08-21 03:22:03,288 INFO [train.py:927] (7/8) Epoch 2, batch 18450, giga_loss[loss=0.2461, simple_loss=0.3206, pruned_loss=0.0858, over 12370.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04693, over 146.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3247, pruned_loss=0.08583, over 2476990.85 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06189, over 23167.99 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3608, pruned_loss=0.1233, over 2467566.68 frames. utt_duration=1195 frames, utt_pad_proportion=0.07175, over 8273.05 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3211, pruned_loss=0.08181, over 2478391.00 frames. utt_duration=400 frames, utt_pad_proportion=0.06209, over 24858.59 utterances.], batch size: 146, lr: 9.94e-04
2022-08-21 03:24:08,710 INFO [train.py:927] (7/8) Epoch 2, batch 18500, giga_loss[loss=0.2472, simple_loss=0.3222, pruned_loss=0.08614, over 12398.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.0323, over 80.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.324, pruned_loss=0.08626, over 2476597.93 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06382, over 23252.31 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3604, pruned_loss=0.1229, over 2467407.20 frames. utt_duration=1197 frames, utt_pad_proportion=0.07057, over 8256.36 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3206, pruned_loss=0.08255, over 2478083.25 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06412, over 24938.86 utterances.], batch size: 80, lr: 9.93e-04
2022-08-21 03:26:20,986 INFO [train.py:927] (7/8) Epoch 2, batch 18550, giga_loss[loss=0.2501, simple_loss=0.3325, pruned_loss=0.08383, over 12370.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02714, over 91.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3262, pruned_loss=0.08682, over 2476932.71 frames. utt_duration=436.1 frames, utt_pad_proportion=0.06207, over 22782.93 utterances.], libri_tot_loss[loss=0.3027, simple_loss=0.36, pruned_loss=0.1227, over 2467670.41 frames. utt_duration=1198 frames, utt_pad_proportion=0.06978, over 8249.38 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3232, pruned_loss=0.08346, over 2478043.49 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06262, over 24380.08 utterances.], batch size: 91, lr: 9.93e-04
2022-08-21 03:28:36,679 INFO [train.py:927] (7/8) Epoch 2, batch 18600, giga_loss[loss=0.254, simple_loss=0.3155, pruned_loss=0.09623, over 12394.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04528, over 146.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3237, pruned_loss=0.08639, over 2477673.22 frames. utt_duration=424.5 frames, utt_pad_proportion=0.06281, over 23413.04 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.3595, pruned_loss=0.1224, over 2467569.35 frames. utt_duration=1203 frames, utt_pad_proportion=0.06876, over 8217.63 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3212, pruned_loss=0.08335, over 2478808.15 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06348, over 24977.90 utterances.], batch size: 146, lr: 9.92e-04
2022-08-21 03:30:34,200 INFO [train.py:927] (7/8) Epoch 2, batch 18650, giga_loss[loss=0.1817, simple_loss=0.263, pruned_loss=0.05021, over 12398.00 frames. utt_duration=275.2 frames, utt_pad_proportion=0.05415, over 181.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.32, pruned_loss=0.0857, over 2477645.49 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06625, over 23489.12 utterances.], libri_tot_loss[loss=0.3027, simple_loss=0.3597, pruned_loss=0.1229, over 2467642.60 frames. utt_duration=1197 frames, utt_pad_proportion=0.07101, over 8257.47 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3164, pruned_loss=0.08137, over 2478931.16 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06577, over 25332.54 utterances.], batch size: 181, lr: 9.92e-04
2022-08-21 03:32:31,588 INFO [train.py:927] (7/8) Epoch 2, batch 18700, giga_loss[loss=0.2281, simple_loss=0.309, pruned_loss=0.0736, over 12298.00 frames. utt_duration=849.6 frames, utt_pad_proportion=0.03452, over 58.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.321, pruned_loss=0.08605, over 2477408.18 frames. utt_duration=422.7 frames, utt_pad_proportion=0.0666, over 23513.54 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3601, pruned_loss=0.123, over 2467742.17 frames. utt_duration=1188 frames, utt_pad_proportion=0.07512, over 8322.75 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3172, pruned_loss=0.08194, over 2478470.87 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06476, over 25103.60 utterances.], batch size: 58, lr: 9.91e-04
2022-08-21 03:34:36,948 INFO [train.py:927] (7/8) Epoch 2, batch 18750, giga_loss[loss=0.2063, simple_loss=0.2856, pruned_loss=0.06353, over 12351.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03183, over 62.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3189, pruned_loss=0.0844, over 2477613.74 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06978, over 24933.10 utterances.], libri_tot_loss[loss=0.3032, simple_loss=0.3602, pruned_loss=0.1231, over 2467756.66 frames. utt_duration=1179 frames, utt_pad_proportion=0.07797, over 8384.11 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.315, pruned_loss=0.08037, over 2478616.70 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06737, over 26427.41 utterances.], batch size: 62, lr: 9.91e-04
2022-08-21 03:36:56,207 INFO [train.py:927] (7/8) Epoch 2, batch 18800, giga_loss[loss=0.2456, simple_loss=0.3264, pruned_loss=0.08236, over 12481.00 frames. utt_duration=746.2 frames, utt_pad_proportion=0.03214, over 67.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3179, pruned_loss=0.08336, over 2477525.11 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06839, over 24387.45 utterances.], libri_tot_loss[loss=0.3035, simple_loss=0.3603, pruned_loss=0.1233, over 2467649.77 frames. utt_duration=1170 frames, utt_pad_proportion=0.08109, over 8446.01 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3141, pruned_loss=0.07942, over 2478562.85 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06545, over 25742.13 utterances.], batch size: 67, lr: 9.90e-04
2022-08-21 03:38:55,439 INFO [train.py:927] (7/8) Epoch 2, batch 18850, giga_loss[loss=0.2527, simple_loss=0.3239, pruned_loss=0.0908, over 12441.00 frames. utt_duration=906.4 frames, utt_pad_proportion=0.02536, over 55.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3173, pruned_loss=0.08422, over 2477469.97 frames. utt_duration=410.4 frames, utt_pad_proportion=0.0685, over 24216.00 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.3585, pruned_loss=0.1224, over 2467493.07 frames. utt_duration=1182 frames, utt_pad_proportion=0.07945, over 8361.77 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3146, pruned_loss=0.08063, over 2478746.99 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06651, over 25865.28 utterances.], batch size: 55, lr: 9.89e-04
2022-08-21 03:40:51,835 INFO [train.py:927] (7/8) Epoch 2, batch 18900, giga_loss[loss=0.2615, simple_loss=0.3414, pruned_loss=0.09076, over 12377.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03112, over 97.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3164, pruned_loss=0.08326, over 2477663.45 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06598, over 24719.46 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.358, pruned_loss=0.1221, over 2467413.29 frames. utt_duration=1187 frames, utt_pad_proportion=0.07869, over 8325.51 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3142, pruned_loss=0.08026, over 2478859.50 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06475, over 26256.83 utterances.], batch size: 97, lr: 9.89e-04
2022-08-21 03:42:53,303 INFO [train.py:927] (7/8) Epoch 2, batch 18950, giga_loss[loss=0.2387, simple_loss=0.3141, pruned_loss=0.08167, over 12387.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07199, over 212.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3187, pruned_loss=0.08291, over 2477395.57 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06625, over 24700.24 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3581, pruned_loss=0.122, over 2467257.23 frames. utt_duration=1188 frames, utt_pad_proportion=0.07841, over 8316.89 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3167, pruned_loss=0.08044, over 2478509.04 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06533, over 25979.52 utterances.], batch size: 212, lr: 9.88e-04
2022-08-21 03:44:49,093 INFO [train.py:927] (7/8) Epoch 2, batch 19000, giga_loss[loss=0.2347, simple_loss=0.311, pruned_loss=0.07925, over 12442.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07217, over 213.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3216, pruned_loss=0.08373, over 2476915.47 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06632, over 24859.58 utterances.], libri_tot_loss[loss=0.3024, simple_loss=0.36, pruned_loss=0.1224, over 2466838.17 frames. utt_duration=1195 frames, utt_pad_proportion=0.07643, over 8266.64 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3171, pruned_loss=0.08022, over 2478522.38 frames. utt_duration=376 frames, utt_pad_proportion=0.06602, over 26448.88 utterances.], batch size: 213, lr: 9.88e-04
2022-08-21 03:46:49,264 INFO [train.py:927] (7/8) Epoch 2, batch 19050, giga_loss[loss=0.234, simple_loss=0.3164, pruned_loss=0.07582, over 12409.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06386, over 183.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3211, pruned_loss=0.08356, over 2476829.73 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06775, over 25182.83 utterances.], libri_tot_loss[loss=0.3026, simple_loss=0.3604, pruned_loss=0.1224, over 2467078.26 frames. utt_duration=1194 frames, utt_pad_proportion=0.07518, over 8275.90 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.316, pruned_loss=0.07957, over 2478214.33 frames. utt_duration=369 frames, utt_pad_proportion=0.06766, over 26952.17 utterances.], batch size: 183, lr: 9.87e-04
2022-08-21 03:48:48,043 INFO [train.py:927] (7/8) Epoch 2, batch 19100, giga_loss[loss=0.2183, simple_loss=0.3082, pruned_loss=0.06421, over 12313.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.03318, over 70.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3188, pruned_loss=0.08316, over 2476859.93 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06847, over 24128.56 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3591, pruned_loss=0.1217, over 2467513.46 frames. utt_duration=1189 frames, utt_pad_proportion=0.07758, over 8309.25 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3143, pruned_loss=0.07903, over 2477984.06 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06763, over 26212.21 utterances.], batch size: 70, lr: 9.87e-04
2022-08-21 03:50:54,847 INFO [train.py:927] (7/8) Epoch 2, batch 19150, libri_loss[loss=0.2974, simple_loss=0.3558, pruned_loss=0.1195, over 12397.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02473, over 43.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3205, pruned_loss=0.0841, over 2477433.01 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06766, over 24090.60 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3589, pruned_loss=0.1218, over 2467796.04 frames. utt_duration=1181 frames, utt_pad_proportion=0.08061, over 8371.26 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3162, pruned_loss=0.07978, over 2478279.37 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06617, over 26072.22 utterances.], batch size: 43, lr: 9.86e-04
2022-08-21 03:52:52,868 INFO [train.py:927] (7/8) Epoch 2, batch 19200, giga_loss[loss=0.258, simple_loss=0.3404, pruned_loss=0.08778, over 12414.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02788, over 62.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3214, pruned_loss=0.08471, over 2477529.58 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06462, over 23473.96 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3584, pruned_loss=0.1216, over 2467577.23 frames. utt_duration=1186 frames, utt_pad_proportion=0.07913, over 8336.30 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3175, pruned_loss=0.08062, over 2478635.33 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06396, over 25425.13 utterances.], batch size: 62, lr: 9.86e-04
2022-08-21 03:54:52,802 INFO [train.py:927] (7/8) Epoch 2, batch 19250, giga_loss[loss=0.2644, simple_loss=0.3384, pruned_loss=0.09522, over 12369.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04651, over 146.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3249, pruned_loss=0.08622, over 2477260.31 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06698, over 23561.80 utterances.], libri_tot_loss[loss=0.3023, simple_loss=0.36, pruned_loss=0.1223, over 2467620.89 frames. utt_duration=1187 frames, utt_pad_proportion=0.07786, over 8322.68 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3194, pruned_loss=0.08133, over 2478364.09 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06658, over 25568.38 utterances.], batch size: 146, lr: 9.85e-04
2022-08-21 03:57:12,970 INFO [train.py:927] (7/8) Epoch 2, batch 19300, giga_loss[loss=0.2221, simple_loss=0.2987, pruned_loss=0.07269, over 12432.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06236, over 183.00 utterances.], tot_loss[loss=0.246, simple_loss=0.322, pruned_loss=0.08503, over 2478002.74 frames. utt_duration=396 frames, utt_pad_proportion=0.07122, over 25108.13 utterances.], libri_tot_loss[loss=0.3023, simple_loss=0.36, pruned_loss=0.1223, over 2467620.89 frames. utt_duration=1187 frames, utt_pad_proportion=0.07786, over 8322.68 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3178, pruned_loss=0.08122, over 2478861.82 frames. utt_duration=373 frames, utt_pad_proportion=0.07068, over 26669.87 utterances.], batch size: 183, lr: 9.85e-04
2022-08-21 03:59:12,573 INFO [train.py:927] (7/8) Epoch 2, batch 19350, giga_loss[loss=0.2507, simple_loss=0.3197, pruned_loss=0.09084, over 12372.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3213, pruned_loss=0.08487, over 2477966.58 frames. utt_duration=400.1 frames, utt_pad_proportion=0.07114, over 24848.19 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3593, pruned_loss=0.1218, over 2467618.63 frames. utt_duration=1190 frames, utt_pad_proportion=0.07665, over 8303.19 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3173, pruned_loss=0.08104, over 2479009.84 frames. utt_duration=372.9 frames, utt_pad_proportion=0.07102, over 26675.91 utterances.], batch size: 97, lr: 9.84e-04
2022-08-21 04:01:27,624 INFO [train.py:927] (7/8) Epoch 2, batch 19400, giga_loss[loss=0.2107, simple_loss=0.2763, pruned_loss=0.0725, over 12357.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1716, over 354.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3184, pruned_loss=0.08427, over 2477369.83 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07364, over 25312.61 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3592, pruned_loss=0.1218, over 2467641.62 frames. utt_duration=1190 frames, utt_pad_proportion=0.07613, over 8302.18 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.315, pruned_loss=0.08096, over 2478256.36 frames. utt_duration=369.7 frames, utt_pad_proportion=0.07353, over 26897.51 utterances.], batch size: 354, lr: 9.84e-04
2022-08-21 04:03:30,904 INFO [train.py:927] (7/8) Epoch 2, batch 19450, libri_loss[loss=0.3126, simple_loss=0.3797, pruned_loss=0.1227, over 12365.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008725, over 38.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3199, pruned_loss=0.08428, over 2477621.23 frames. utt_duration=399.6 frames, utt_pad_proportion=0.07269, over 24874.81 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.3594, pruned_loss=0.1221, over 2467801.69 frames. utt_duration=1177 frames, utt_pad_proportion=0.07991, over 8400.76 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3158, pruned_loss=0.08011, over 2478508.67 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07143, over 26586.65 utterances.], batch size: 38, lr: 9.83e-04
2022-08-21 04:05:21,721 INFO [train.py:927] (7/8) Epoch 2, batch 19500, giga_loss[loss=0.2477, simple_loss=0.3162, pruned_loss=0.08964, over 12380.00 frames. utt_duration=140.3 frames, utt_pad_proportion=0.1745, over 356.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3203, pruned_loss=0.08269, over 2477512.57 frames. utt_duration=416.6 frames, utt_pad_proportion=0.07058, over 23858.14 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3588, pruned_loss=0.1219, over 2467617.99 frames. utt_duration=1184 frames, utt_pad_proportion=0.07808, over 8350.36 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3163, pruned_loss=0.07838, over 2478663.43 frames. utt_duration=386 frames, utt_pad_proportion=0.07015, over 25767.25 utterances.], batch size: 356, lr: 9.83e-04
2022-08-21 04:07:31,692 INFO [train.py:927] (7/8) Epoch 2, batch 19550, giga_loss[loss=0.2138, simple_loss=0.3048, pruned_loss=0.06139, over 12418.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.0477, over 161.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3201, pruned_loss=0.08215, over 2477907.16 frames. utt_duration=412.1 frames, utt_pad_proportion=0.0722, over 24122.57 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3588, pruned_loss=0.1218, over 2468085.03 frames. utt_duration=1173 frames, utt_pad_proportion=0.08148, over 8428.12 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3163, pruned_loss=0.07817, over 2478592.69 frames. utt_duration=384.9 frames, utt_pad_proportion=0.07084, over 25840.44 utterances.], batch size: 161, lr: 9.82e-04
2022-08-21 04:09:44,939 INFO [train.py:927] (7/8) Epoch 2, batch 19600, giga_loss[loss=0.2408, simple_loss=0.3259, pruned_loss=0.07787, over 12273.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02133, over 54.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3213, pruned_loss=0.08271, over 2478075.11 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06853, over 23934.37 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3581, pruned_loss=0.1215, over 2468120.94 frames. utt_duration=1180 frames, utt_pad_proportion=0.07926, over 8378.88 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3175, pruned_loss=0.07841, over 2478953.57 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06822, over 25917.39 utterances.], batch size: 54, lr: 9.81e-04
2022-08-21 04:11:56,049 INFO [train.py:927] (7/8) Epoch 2, batch 19650, giga_loss[loss=0.2216, simple_loss=0.3125, pruned_loss=0.0654, over 12386.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.02831, over 58.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3228, pruned_loss=0.08327, over 2477985.35 frames. utt_duration=423 frames, utt_pad_proportion=0.06522, over 23498.78 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3573, pruned_loss=0.121, over 2468146.55 frames. utt_duration=1188 frames, utt_pad_proportion=0.07725, over 8323.51 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3194, pruned_loss=0.07903, over 2478973.53 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06569, over 25613.20 utterances.], batch size: 58, lr: 9.81e-04
2022-08-21 04:14:14,544 INFO [train.py:927] (7/8) Epoch 2, batch 19700, giga_loss[loss=0.2877, simple_loss=0.3402, pruned_loss=0.1176, over 12393.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1787, over 358.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3225, pruned_loss=0.08259, over 2477518.79 frames. utt_duration=419 frames, utt_pad_proportion=0.06908, over 23717.50 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3566, pruned_loss=0.1206, over 2468377.39 frames. utt_duration=1190 frames, utt_pad_proportion=0.07617, over 8309.05 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3198, pruned_loss=0.07898, over 2478275.71 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06942, over 25667.81 utterances.], batch size: 358, lr: 9.80e-04
2022-08-21 04:16:36,403 INFO [train.py:927] (7/8) Epoch 2, batch 19750, giga_loss[loss=0.2301, simple_loss=0.3085, pruned_loss=0.07582, over 12431.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3202, pruned_loss=0.08129, over 2478033.07 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06578, over 23236.01 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3569, pruned_loss=0.121, over 2468480.20 frames. utt_duration=1175 frames, utt_pad_proportion=0.08053, over 8410.56 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3175, pruned_loss=0.07776, over 2478620.94 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06502, over 24814.90 utterances.], batch size: 258, lr: 9.80e-04
2022-08-21 04:18:36,397 INFO [train.py:927] (7/8) Epoch 2, batch 19800, giga_loss[loss=0.2478, simple_loss=0.3338, pruned_loss=0.08088, over 12323.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.03231, over 70.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3211, pruned_loss=0.08093, over 2477404.95 frames. utt_duration=430.3 frames, utt_pad_proportion=0.06531, over 23094.10 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3583, pruned_loss=0.1213, over 2468400.96 frames. utt_duration=1171 frames, utt_pad_proportion=0.08078, over 8439.13 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.317, pruned_loss=0.07713, over 2478123.01 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06455, over 24597.98 utterances.], batch size: 70, lr: 9.79e-04
2022-08-21 04:20:32,291 INFO [train.py:927] (7/8) Epoch 2, batch 19850, giga_loss[loss=0.2624, simple_loss=0.3163, pruned_loss=0.1043, over 12357.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1825, over 359.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3223, pruned_loss=0.08193, over 2477403.69 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06793, over 23193.47 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3576, pruned_loss=0.1208, over 2468354.56 frames. utt_duration=1177 frames, utt_pad_proportion=0.07964, over 8399.62 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3191, pruned_loss=0.07869, over 2478169.34 frames. utt_duration=403 frames, utt_pad_proportion=0.06743, over 24668.68 utterances.], batch size: 359, lr: 9.79e-04
2022-08-21 04:22:26,224 INFO [train.py:927] (7/8) Epoch 2, batch 19900, giga_loss[loss=0.2904, simple_loss=0.3652, pruned_loss=0.1078, over 12352.00 frames. utt_duration=626.8 frames, utt_pad_proportion=0.02675, over 79.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3209, pruned_loss=0.08249, over 2477671.07 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06695, over 23429.77 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3576, pruned_loss=0.1211, over 2468129.01 frames. utt_duration=1177 frames, utt_pad_proportion=0.07968, over 8397.45 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3179, pruned_loss=0.07915, over 2478619.77 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06657, over 24809.51 utterances.], batch size: 79, lr: 9.78e-04
2022-08-21 04:24:18,437 INFO [train.py:927] (7/8) Epoch 2, batch 19950, libri_loss[loss=0.314, simple_loss=0.3856, pruned_loss=0.1212, over 12374.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03882, over 46.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3241, pruned_loss=0.08521, over 2477310.48 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06766, over 23465.64 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3573, pruned_loss=0.1208, over 2468189.60 frames. utt_duration=1180 frames, utt_pad_proportion=0.07802, over 8376.89 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3209, pruned_loss=0.08177, over 2478268.58 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06776, over 25003.05 utterances.], batch size: 46, lr: 9.78e-04
2022-08-21 04:25:58,792 INFO [train.py:927] (7/8) Epoch 2, batch 20000, giga_loss[loss=0.303, simple_loss=0.3582, pruned_loss=0.1239, over 12314.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03454, over 51.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3324, pruned_loss=0.09107, over 2476814.89 frames. utt_duration=433.9 frames, utt_pad_proportion=0.06719, over 22897.31 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3569, pruned_loss=0.1205, over 2468519.92 frames. utt_duration=1184 frames, utt_pad_proportion=0.07596, over 8348.34 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3291, pruned_loss=0.08735, over 2477609.94 frames. utt_duration=402.6 frames, utt_pad_proportion=0.0678, over 24691.66 utterances.], batch size: 51, lr: 9.77e-04
2022-08-21 04:27:39,604 INFO [train.py:927] (7/8) Epoch 2, batch 20050, giga_loss[loss=0.2418, simple_loss=0.3078, pruned_loss=0.08791, over 12346.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04205, over 113.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3308, pruned_loss=0.09235, over 2476253.62 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07134, over 22365.60 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.357, pruned_loss=0.1209, over 2468595.24 frames. utt_duration=1187 frames, utt_pad_proportion=0.07514, over 8327.29 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3278, pruned_loss=0.08856, over 2476923.84 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07184, over 24009.73 utterances.], batch size: 113, lr: 9.77e-04
2022-08-21 04:29:21,493 INFO [train.py:927] (7/8) Epoch 2, batch 20100, giga_loss[loss=0.2198, simple_loss=0.2836, pruned_loss=0.07803, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04489, over 146.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.325, pruned_loss=0.09087, over 2475892.15 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07324, over 22435.77 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3569, pruned_loss=0.1212, over 2468638.82 frames. utt_duration=1181 frames, utt_pad_proportion=0.0778, over 8373.23 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3221, pruned_loss=0.087, over 2476531.98 frames. utt_duration=413.7 frames, utt_pad_proportion=0.07276, over 24021.92 utterances.], batch size: 146, lr: 9.76e-04
2022-08-21 04:31:03,671 INFO [train.py:927] (7/8) Epoch 2, batch 20150, giga_loss[loss=0.2284, simple_loss=0.3029, pruned_loss=0.07694, over 12410.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03889, over 133.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3169, pruned_loss=0.0868, over 2476435.35 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07203, over 21656.49 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3575, pruned_loss=0.121, over 2468782.71 frames. utt_duration=1180 frames, utt_pad_proportion=0.07764, over 8376.45 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3136, pruned_loss=0.08346, over 2476918.83 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07176, over 23096.91 utterances.], batch size: 133, lr: 9.76e-04
2022-08-21 04:32:46,740 INFO [train.py:927] (7/8) Epoch 2, batch 20200, giga_loss[loss=0.1994, simple_loss=0.2735, pruned_loss=0.06267, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3138, pruned_loss=0.08404, over 2476167.22 frames. utt_duration=474 frames, utt_pad_proportion=0.07155, over 20957.95 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.3614, pruned_loss=0.1213, over 2468625.54 frames. utt_duration=1179 frames, utt_pad_proportion=0.07721, over 8386.81 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3072, pruned_loss=0.08053, over 2476821.60 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07144, over 22316.13 utterances.], batch size: 70, lr: 9.75e-04
2022-08-21 04:34:27,802 INFO [train.py:927] (7/8) Epoch 2, batch 20250, giga_loss[loss=0.1924, simple_loss=0.2688, pruned_loss=0.05795, over 12272.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.0273, over 54.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3095, pruned_loss=0.08339, over 2475322.89 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07067, over 20351.13 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3592, pruned_loss=0.1204, over 2468815.05 frames. utt_duration=1184 frames, utt_pad_proportion=0.07783, over 8352.94 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3028, pruned_loss=0.07892, over 2476141.53 frames. utt_duration=445 frames, utt_pad_proportion=0.07029, over 22327.61 utterances.], batch size: 54, lr: 9.75e-04
2022-08-21 04:36:12,059 INFO [train.py:927] (7/8) Epoch 2, batch 20300, giga_loss[loss=0.2034, simple_loss=0.27, pruned_loss=0.06834, over 12384.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07341, over 212.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3023, pruned_loss=0.07982, over 2473706.98 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06789, over 19421.32 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3578, pruned_loss=0.1195, over 2468648.99 frames. utt_duration=1191 frames, utt_pad_proportion=0.07631, over 8302.89 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.2968, pruned_loss=0.076, over 2474671.04 frames. utt_duration=465 frames, utt_pad_proportion=0.06825, over 21352.74 utterances.], batch size: 212, lr: 9.74e-04
2022-08-21 04:37:54,689 INFO [train.py:927] (7/8) Epoch 2, batch 20350, giga_loss[loss=0.217, simple_loss=0.2681, pruned_loss=0.08292, over 12346.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1952, over 367.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.2972, pruned_loss=0.07803, over 2474150.22 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06748, over 18910.21 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3569, pruned_loss=0.1195, over 2468799.32 frames. utt_duration=1198 frames, utt_pad_proportion=0.07434, over 8250.11 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2916, pruned_loss=0.07363, over 2474959.57 frames. utt_duration=476.2 frames, utt_pad_proportion=0.0684, over 20852.91 utterances.], batch size: 367, lr: 9.74e-04
2022-08-21 04:39:37,537 INFO [train.py:927] (7/8) Epoch 2, batch 20400, giga_loss[loss=0.2009, simple_loss=0.272, pruned_loss=0.06495, over 12332.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02522, over 45.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.2904, pruned_loss=0.07475, over 2474275.89 frames. utt_duration=511.8 frames, utt_pad_proportion=0.07224, over 19392.17 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3567, pruned_loss=0.1195, over 2468753.90 frames. utt_duration=1198 frames, utt_pad_proportion=0.07425, over 8256.35 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2854, pruned_loss=0.07068, over 2475020.19 frames. utt_duration=471.6 frames, utt_pad_proportion=0.0726, over 21057.33 utterances.], batch size: 45, lr: 9.73e-04
2022-08-21 04:41:22,595 INFO [train.py:927] (7/8) Epoch 2, batch 20450, libri_loss[loss=0.3353, simple_loss=0.3867, pruned_loss=0.1419, over 12437.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03298, over 46.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.2944, pruned_loss=0.07711, over 2473993.07 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06768, over 19587.16 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3569, pruned_loss=0.1197, over 2468847.13 frames. utt_duration=1197 frames, utt_pad_proportion=0.07402, over 8261.07 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2901, pruned_loss=0.0736, over 2474507.91 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06833, over 20941.89 utterances.], batch size: 46, lr: 9.73e-04
2022-08-21 04:43:04,957 INFO [train.py:927] (7/8) Epoch 2, batch 20500, libri_loss[loss=0.3059, simple_loss=0.3559, pruned_loss=0.128, over 12462.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007358, over 37.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3076, pruned_loss=0.08447, over 2474186.83 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06301, over 18720.53 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3561, pruned_loss=0.1192, over 2468797.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.07182, over 8221.79 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3026, pruned_loss=0.08048, over 2474832.33 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06454, over 20312.21 utterances.], batch size: 37, lr: 9.72e-04
2022-08-21 04:44:48,538 INFO [train.py:927] (7/8) Epoch 2, batch 20550, giga_loss[loss=0.28, simple_loss=0.3553, pruned_loss=0.1023, over 12373.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04836, over 31.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3163, pruned_loss=0.08815, over 2474231.44 frames. utt_duration=536 frames, utt_pad_proportion=0.05998, over 18513.93 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3556, pruned_loss=0.1189, over 2468607.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.07074, over 8193.53 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.312, pruned_loss=0.08469, over 2475028.40 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06176, over 19990.79 utterances.], batch size: 31, lr: 9.72e-04
2022-08-21 04:46:33,070 INFO [train.py:927] (7/8) Epoch 2, batch 20600, giga_loss[loss=0.2818, simple_loss=0.35, pruned_loss=0.1069, over 12431.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04807, over 161.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3195, pruned_loss=0.08912, over 2473383.29 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06499, over 19167.32 utterances.], libri_tot_loss[loss=0.2964, simple_loss=0.3553, pruned_loss=0.1187, over 2468740.03 frames. utt_duration=1210 frames, utt_pad_proportion=0.06993, over 8172.72 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3159, pruned_loss=0.08614, over 2473964.94 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06635, over 20511.77 utterances.], batch size: 161, lr: 9.71e-04
2022-08-21 04:48:16,953 INFO [train.py:927] (7/8) Epoch 2, batch 20650, giga_loss[loss=0.2648, simple_loss=0.3346, pruned_loss=0.09751, over 12406.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04361, over 146.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3253, pruned_loss=0.09196, over 2473485.73 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06617, over 18700.67 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3567, pruned_loss=0.1189, over 2468819.77 frames. utt_duration=1211 frames, utt_pad_proportion=0.06936, over 8166.02 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3208, pruned_loss=0.08924, over 2473902.50 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06741, over 19862.37 utterances.], batch size: 146, lr: 9.71e-04
2022-08-21 04:49:59,496 INFO [train.py:927] (7/8) Epoch 2, batch 20700, giga_loss[loss=0.2659, simple_loss=0.3413, pruned_loss=0.09522, over 12361.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3306, pruned_loss=0.09433, over 2473119.47 frames. utt_duration=535 frames, utt_pad_proportion=0.0649, over 18542.60 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3569, pruned_loss=0.1187, over 2468355.87 frames. utt_duration=1216 frames, utt_pad_proportion=0.06855, over 8129.95 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3263, pruned_loss=0.09187, over 2473924.67 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06622, over 19669.66 utterances.], batch size: 97, lr: 9.70e-04
2022-08-21 04:51:40,798 INFO [train.py:927] (7/8) Epoch 2, batch 20750, giga_loss[loss=0.2572, simple_loss=0.3375, pruned_loss=0.08845, over 12285.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03434, over 28.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3335, pruned_loss=0.09581, over 2473363.89 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06044, over 18128.69 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3563, pruned_loss=0.1187, over 2468458.64 frames. utt_duration=1223 frames, utt_pad_proportion=0.06666, over 8084.60 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3297, pruned_loss=0.09297, over 2474126.16 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06243, over 19446.46 utterances.], batch size: 28, lr: 9.70e-04
2022-08-21 04:53:23,808 INFO [train.py:927] (7/8) Epoch 2, batch 20800, giga_loss[loss=0.2534, simple_loss=0.3381, pruned_loss=0.08433, over 12433.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03794, over 37.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3331, pruned_loss=0.09435, over 2473144.14 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06072, over 17702.96 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.355, pruned_loss=0.1181, over 2467966.16 frames. utt_duration=1231 frames, utt_pad_proportion=0.0656, over 8031.99 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3307, pruned_loss=0.0921, over 2474320.16 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06268, over 19020.82 utterances.], batch size: 37, lr: 9.69e-04
2022-08-21 04:55:07,936 INFO [train.py:927] (7/8) Epoch 2, batch 20850, giga_loss[loss=0.3128, simple_loss=0.3686, pruned_loss=0.1285, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05478, over 162.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3369, pruned_loss=0.09496, over 2473065.92 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05597, over 17042.54 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3572, pruned_loss=0.1182, over 2467612.37 frames. utt_duration=1239 frames, utt_pad_proportion=0.06372, over 7977.91 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.332, pruned_loss=0.09218, over 2474508.57 frames. utt_duration=536.5 frames, utt_pad_proportion=0.05858, over 18500.80 utterances.], batch size: 162, lr: 9.69e-04
2022-08-21 04:56:53,262 INFO [train.py:927] (7/8) Epoch 2, batch 20900, giga_loss[loss=0.2746, simple_loss=0.3469, pruned_loss=0.1011, over 12412.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03795, over 40.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3407, pruned_loss=0.09934, over 2473045.22 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05692, over 16898.99 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3577, pruned_loss=0.1185, over 2467589.80 frames. utt_duration=1244 frames, utt_pad_proportion=0.06293, over 7946.56 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3361, pruned_loss=0.09651, over 2474301.98 frames. utt_duration=544.3 frames, utt_pad_proportion=0.05918, over 18234.35 utterances.], batch size: 40, lr: 9.68e-04
2022-08-21 04:58:35,738 INFO [train.py:927] (7/8) Epoch 2, batch 20950, giga_loss[loss=0.2432, simple_loss=0.317, pruned_loss=0.08474, over 12452.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03376, over 86.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3393, pruned_loss=0.1003, over 2473131.01 frames. utt_duration=571.9 frames, utt_pad_proportion=0.0659, over 17343.45 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3575, pruned_loss=0.1184, over 2467593.94 frames. utt_duration=1246 frames, utt_pad_proportion=0.06203, over 7928.86 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3356, pruned_loss=0.09772, over 2474212.06 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06739, over 18565.79 utterances.], batch size: 86, lr: 9.68e-04
2022-08-21 05:00:19,237 INFO [train.py:927] (7/8) Epoch 2, batch 21000, giga_loss[loss=0.2233, simple_loss=0.3058, pruned_loss=0.07036, over 12273.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.0272, over 54.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3393, pruned_loss=0.101, over 2473205.63 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06881, over 17569.11 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3573, pruned_loss=0.1184, over 2467646.21 frames. utt_duration=1245 frames, utt_pad_proportion=0.06155, over 7937.31 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.336, pruned_loss=0.09858, over 2474150.16 frames. utt_duration=529.7 frames, utt_pad_proportion=0.07005, over 18736.52 utterances.], batch size: 54, lr: 9.67e-04
2022-08-21 05:00:19,238 INFO [train.py:958] (7/8) Computing validation loss
2022-08-21 05:00:33,101 INFO [train.py:967] (7/8) 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 05:02:13,093 INFO [train.py:927] (7/8) Epoch 2, batch 21050, giga_loss[loss=0.2585, simple_loss=0.3243, pruned_loss=0.09637, over 12271.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03004, over 45.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3375, pruned_loss=0.1003, over 2472139.80 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06433, over 17147.48 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3569, pruned_loss=0.1184, over 2467421.40 frames. utt_duration=1251 frames, utt_pad_proportion=0.05998, over 7902.06 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3347, pruned_loss=0.09785, over 2473262.43 frames. utt_duration=538.5 frames, utt_pad_proportion=0.0663, over 18424.34 utterances.], batch size: 45, lr: 9.67e-04
2022-08-21 05:03:57,498 INFO [train.py:927] (7/8) Epoch 2, batch 21100, giga_loss[loss=0.2257, simple_loss=0.2888, pruned_loss=0.08134, over 12360.00 frames. utt_duration=134 frames, utt_pad_proportion=0.207, over 373.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3332, pruned_loss=0.0981, over 2472309.45 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06685, over 17916.25 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3571, pruned_loss=0.1189, over 2467418.37 frames. utt_duration=1246 frames, utt_pad_proportion=0.05967, over 7928.67 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3302, pruned_loss=0.09522, over 2473345.51 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06838, over 19168.58 utterances.], batch size: 373, lr: 9.66e-04
2022-08-21 05:05:40,578 INFO [train.py:927] (7/8) Epoch 2, batch 21150, giga_loss[loss=0.2517, simple_loss=0.3185, pruned_loss=0.09248, over 12387.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04938, over 161.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3283, pruned_loss=0.09463, over 2472749.58 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06671, over 18454.53 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3579, pruned_loss=0.1187, over 2467132.03 frames. utt_duration=1253 frames, utt_pad_proportion=0.05903, over 7887.39 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3247, pruned_loss=0.09212, over 2473892.76 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06814, over 19660.34 utterances.], batch size: 161, lr: 9.66e-04
2022-08-21 05:07:25,421 INFO [train.py:927] (7/8) Epoch 2, batch 21200, giga_loss[loss=0.2367, simple_loss=0.3146, pruned_loss=0.07947, over 12333.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03338, over 85.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3266, pruned_loss=0.09284, over 2471528.32 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06187, over 17524.75 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3577, pruned_loss=0.1186, over 2467307.49 frames. utt_duration=1252 frames, utt_pad_proportion=0.05893, over 7893.90 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3232, pruned_loss=0.0904, over 2472394.63 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06344, over 18704.14 utterances.], batch size: 85, lr: 9.65e-04
2022-08-21 05:09:09,227 INFO [train.py:927] (7/8) Epoch 2, batch 21250, giga_loss[loss=0.2561, simple_loss=0.3252, pruned_loss=0.09348, over 12384.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04079, over 133.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.323, pruned_loss=0.09159, over 2471803.46 frames. utt_duration=593 frames, utt_pad_proportion=0.0604, over 16716.64 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3564, pruned_loss=0.118, over 2467169.90 frames. utt_duration=1261 frames, utt_pad_proportion=0.05749, over 7837.40 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3204, pruned_loss=0.08931, over 2472735.15 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06237, over 17997.94 utterances.], batch size: 133, lr: 9.65e-04
2022-08-21 05:10:50,991 INFO [train.py:927] (7/8) Epoch 2, batch 21300, giga_loss[loss=0.2301, simple_loss=0.3035, pruned_loss=0.07832, over 12372.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05982, over 182.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3195, pruned_loss=0.08986, over 2472583.32 frames. utt_duration=602.1 frames, utt_pad_proportion=0.05639, over 16468.12 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3566, pruned_loss=0.1183, over 2467475.38 frames. utt_duration=1259 frames, utt_pad_proportion=0.05713, over 7851.34 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3165, pruned_loss=0.08721, over 2473166.19 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05842, over 17666.04 utterances.], batch size: 182, lr: 9.64e-04
2022-08-21 05:12:35,029 INFO [train.py:927] (7/8) Epoch 2, batch 21350, libri_loss[loss=0.3534, simple_loss=0.4142, pruned_loss=0.1463, over 12273.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.006893, over 32.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3152, pruned_loss=0.08747, over 2472719.83 frames. utt_duration=617.3 frames, utt_pad_proportion=0.0533, over 16062.61 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.3567, pruned_loss=0.1181, over 2467437.99 frames. utt_duration=1263 frames, utt_pad_proportion=0.05631, over 7822.55 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.312, pruned_loss=0.08495, over 2473306.28 frames. utt_duration=577 frames, utt_pad_proportion=0.05546, over 17190.05 utterances.], batch size: 32, lr: 9.64e-04
2022-08-21 05:14:25,166 INFO [train.py:927] (7/8) Epoch 2, batch 21400, giga_loss[loss=0.1924, simple_loss=0.2763, pruned_loss=0.05425, over 12374.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04691, over 26.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3122, pruned_loss=0.08604, over 2472092.06 frames. utt_duration=605.1 frames, utt_pad_proportion=0.05565, over 16381.41 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3577, pruned_loss=0.1185, over 2467471.46 frames. utt_duration=1253 frames, utt_pad_proportion=0.06011, over 7886.92 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3081, pruned_loss=0.08329, over 2472575.31 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05581, over 17333.02 utterances.], batch size: 26, lr: 9.63e-04
2022-08-21 05:16:08,373 INFO [train.py:927] (7/8) Epoch 2, batch 21450, giga_loss[loss=0.262, simple_loss=0.3322, pruned_loss=0.09594, over 12390.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02997, over 58.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3107, pruned_loss=0.08545, over 2471785.63 frames. utt_duration=602 frames, utt_pad_proportion=0.05807, over 16464.04 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3588, pruned_loss=0.1194, over 2467784.01 frames. utt_duration=1234 frames, utt_pad_proportion=0.06443, over 8007.90 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3055, pruned_loss=0.08171, over 2471987.41 frames. utt_duration=572.7 frames, utt_pad_proportion=0.05629, over 17309.40 utterances.], batch size: 58, lr: 9.63e-04
2022-08-21 05:17:51,065 INFO [train.py:927] (7/8) Epoch 2, batch 21500, giga_loss[loss=0.2402, simple_loss=0.3199, pruned_loss=0.08024, over 12432.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03241, over 80.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3098, pruned_loss=0.08527, over 2472441.89 frames. utt_duration=624.2 frames, utt_pad_proportion=0.05454, over 15880.82 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3585, pruned_loss=0.1194, over 2467759.44 frames. utt_duration=1238 frames, utt_pad_proportion=0.06344, over 7985.91 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.305, pruned_loss=0.08168, over 2472697.27 frames. utt_duration=593 frames, utt_pad_proportion=0.0536, over 16720.53 utterances.], batch size: 80, lr: 9.62e-04
2022-08-21 05:19:36,246 INFO [train.py:927] (7/8) Epoch 2, batch 21550, giga_loss[loss=0.3019, simple_loss=0.3536, pruned_loss=0.1251, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03307, over 42.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3148, pruned_loss=0.08853, over 2472846.30 frames. utt_duration=622.2 frames, utt_pad_proportion=0.05227, over 15935.26 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3584, pruned_loss=0.1196, over 2468006.77 frames. utt_duration=1238 frames, utt_pad_proportion=0.06303, over 7986.02 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3104, pruned_loss=0.0851, over 2472899.70 frames. utt_duration=593.7 frames, utt_pad_proportion=0.05173, over 16703.85 utterances.], batch size: 42, lr: 9.62e-04
2022-08-21 05:21:18,450 INFO [train.py:927] (7/8) Epoch 2, batch 21600, giga_loss[loss=0.2468, simple_loss=0.3247, pruned_loss=0.08444, over 12356.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02659, over 66.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3215, pruned_loss=0.09276, over 2472967.65 frames. utt_duration=618.7 frames, utt_pad_proportion=0.05071, over 16027.69 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3579, pruned_loss=0.1194, over 2467974.08 frames. utt_duration=1241 frames, utt_pad_proportion=0.06167, over 7961.98 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3172, pruned_loss=0.08924, over 2473190.45 frames. utt_duration=586 frames, utt_pad_proportion=0.0508, over 16924.68 utterances.], batch size: 66, lr: 9.61e-04
2022-08-21 05:23:01,808 INFO [train.py:927] (7/8) Epoch 2, batch 21650, giga_loss[loss=0.2263, simple_loss=0.3131, pruned_loss=0.06973, over 12379.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03049, over 58.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3277, pruned_loss=0.09534, over 2473404.82 frames. utt_duration=615.6 frames, utt_pad_proportion=0.04908, over 16111.58 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3573, pruned_loss=0.119, over 2468353.99 frames. utt_duration=1246 frames, utt_pad_proportion=0.06005, over 7931.89 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3238, pruned_loss=0.09208, over 2473387.50 frames. utt_duration=579.7 frames, utt_pad_proportion=0.04976, over 17111.50 utterances.], batch size: 58, lr: 9.61e-04
2022-08-21 05:24:43,146 INFO [train.py:927] (7/8) Epoch 2, batch 21700, giga_loss[loss=0.2601, simple_loss=0.3319, pruned_loss=0.09415, over 12399.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05068, over 161.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3318, pruned_loss=0.09746, over 2473189.11 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05881, over 16677.34 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3567, pruned_loss=0.1189, over 2468354.04 frames. utt_duration=1240 frames, utt_pad_proportion=0.06271, over 7973.42 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3281, pruned_loss=0.09398, over 2473375.00 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05774, over 17802.93 utterances.], batch size: 161, lr: 9.60e-04
2022-08-21 05:26:26,628 INFO [train.py:927] (7/8) Epoch 2, batch 21750, giga_loss[loss=0.261, simple_loss=0.3274, pruned_loss=0.09731, over 12376.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04224, over 133.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3315, pruned_loss=0.09574, over 2473523.58 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05584, over 16521.85 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3577, pruned_loss=0.1192, over 2468295.49 frames. utt_duration=1243 frames, utt_pad_proportion=0.06231, over 7954.93 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3272, pruned_loss=0.09228, over 2473834.39 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05528, over 17600.95 utterances.], batch size: 133, lr: 9.60e-04
2022-08-21 05:28:10,395 INFO [train.py:927] (7/8) Epoch 2, batch 21800, giga_loss[loss=0.2731, simple_loss=0.3428, pruned_loss=0.1018, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03513, over 43.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3328, pruned_loss=0.09593, over 2473404.88 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06298, over 17135.00 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3581, pruned_loss=0.1193, over 2468437.74 frames. utt_duration=1240 frames, utt_pad_proportion=0.06234, over 7974.50 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3285, pruned_loss=0.0927, over 2473615.64 frames. utt_duration=547 frames, utt_pad_proportion=0.06221, over 18138.71 utterances.], batch size: 43, lr: 9.59e-04
2022-08-21 05:29:53,285 INFO [train.py:927] (7/8) Epoch 2, batch 21850, giga_loss[loss=0.3386, simple_loss=0.3746, pruned_loss=0.1513, over 12371.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3358, pruned_loss=0.09792, over 2473583.24 frames. utt_duration=580.6 frames, utt_pad_proportion=0.06122, over 17085.13 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3583, pruned_loss=0.1194, over 2468474.21 frames. utt_duration=1225 frames, utt_pad_proportion=0.06639, over 8070.75 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3315, pruned_loss=0.0946, over 2473866.95 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05924, over 18051.63 utterances.], batch size: 258, lr: 9.59e-04
2022-08-21 05:31:37,807 INFO [train.py:927] (7/8) Epoch 2, batch 21900, giga_loss[loss=0.3049, simple_loss=0.3638, pruned_loss=0.123, over 12370.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04001, over 145.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3369, pruned_loss=0.09965, over 2473608.44 frames. utt_duration=531.7 frames, utt_pad_proportion=0.0689, over 18660.32 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3581, pruned_loss=0.1194, over 2468443.84 frames. utt_duration=1227 frames, utt_pad_proportion=0.06619, over 8058.39 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3337, pruned_loss=0.09703, over 2473885.18 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06726, over 19479.49 utterances.], batch size: 145, lr: 9.58e-04
2022-08-21 05:33:23,544 INFO [train.py:927] (7/8) Epoch 2, batch 21950, giga_loss[loss=0.3016, simple_loss=0.3661, pruned_loss=0.1185, over 12348.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03223, over 85.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3366, pruned_loss=0.09928, over 2472966.66 frames. utt_duration=545.8 frames, utt_pad_proportion=0.07079, over 18172.69 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3582, pruned_loss=0.1196, over 2468450.62 frames. utt_duration=1225 frames, utt_pad_proportion=0.06626, over 8070.10 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3339, pruned_loss=0.09696, over 2473198.75 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06939, over 18850.03 utterances.], batch size: 85, lr: 9.58e-04
2022-08-21 05:35:06,917 INFO [train.py:927] (7/8) Epoch 2, batch 22000, giga_loss[loss=0.3013, simple_loss=0.3589, pruned_loss=0.1219, over 12426.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04186, over 146.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3374, pruned_loss=0.09897, over 2471711.13 frames. utt_duration=586.4 frames, utt_pad_proportion=0.06502, over 16903.28 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3578, pruned_loss=0.1195, over 2468369.07 frames. utt_duration=1225 frames, utt_pad_proportion=0.06573, over 8067.15 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3351, pruned_loss=0.09671, over 2472059.06 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06428, over 17662.90 utterances.], batch size: 146, lr: 9.57e-04
2022-08-21 05:36:50,280 INFO [train.py:927] (7/8) Epoch 2, batch 22050, giga_loss[loss=0.2331, simple_loss=0.3212, pruned_loss=0.0725, over 12445.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03819, over 37.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3387, pruned_loss=0.09926, over 2472272.11 frames. utt_duration=611.4 frames, utt_pad_proportion=0.06314, over 16213.58 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3592, pruned_loss=0.1201, over 2468792.38 frames. utt_duration=1219 frames, utt_pad_proportion=0.06864, over 8112.56 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3346, pruned_loss=0.09602, over 2472293.24 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06109, over 17096.34 utterances.], batch size: 37, lr: 9.57e-04
2022-08-21 05:38:34,672 INFO [train.py:927] (7/8) Epoch 2, batch 22100, giga_loss[loss=0.2084, simple_loss=0.2932, pruned_loss=0.06184, over 12397.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04322, over 26.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.337, pruned_loss=0.09883, over 2472185.97 frames. utt_duration=619.6 frames, utt_pad_proportion=0.06266, over 15998.39 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3589, pruned_loss=0.1201, over 2468748.07 frames. utt_duration=1222 frames, utt_pad_proportion=0.06732, over 8091.33 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3335, pruned_loss=0.09567, over 2472312.53 frames. utt_duration=585.3 frames, utt_pad_proportion=0.06153, over 16938.09 utterances.], batch size: 26, lr: 9.56e-04
2022-08-21 05:40:17,087 INFO [train.py:927] (7/8) Epoch 2, batch 22150, giga_loss[loss=0.2393, simple_loss=0.3134, pruned_loss=0.08264, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03917, over 28.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3356, pruned_loss=0.09826, over 2471727.70 frames. utt_duration=639.4 frames, utt_pad_proportion=0.06175, over 15498.89 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3584, pruned_loss=0.12, over 2468361.59 frames. utt_duration=1224 frames, utt_pad_proportion=0.06668, over 8076.03 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3326, pruned_loss=0.09527, over 2472272.78 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06105, over 16462.90 utterances.], batch size: 28, lr: 9.56e-04
2022-08-21 05:41:59,730 INFO [train.py:927] (7/8) Epoch 2, batch 22200, giga_loss[loss=0.236, simple_loss=0.3173, pruned_loss=0.07738, over 12381.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02959, over 85.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3357, pruned_loss=0.09784, over 2472332.55 frames. utt_duration=620.8 frames, utt_pad_proportion=0.06472, over 15969.03 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3578, pruned_loss=0.1197, over 2468317.54 frames. utt_duration=1227 frames, utt_pad_proportion=0.06625, over 8054.32 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3337, pruned_loss=0.09563, over 2472829.37 frames. utt_duration=589.8 frames, utt_pad_proportion=0.06421, over 16812.49 utterances.], batch size: 85, lr: 9.55e-04
2022-08-21 05:43:42,115 INFO [train.py:927] (7/8) Epoch 2, batch 22250, giga_loss[loss=0.2557, simple_loss=0.3289, pruned_loss=0.09123, over 12443.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03208, over 75.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3367, pruned_loss=0.09849, over 2471760.72 frames. utt_duration=627.8 frames, utt_pad_proportion=0.06648, over 15786.80 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.358, pruned_loss=0.1199, over 2468374.11 frames. utt_duration=1215 frames, utt_pad_proportion=0.06964, over 8138.24 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.334, pruned_loss=0.09562, over 2472230.98 frames. utt_duration=594.5 frames, utt_pad_proportion=0.06434, over 16674.57 utterances.], batch size: 75, lr: 9.55e-04
2022-08-21 05:45:26,166 INFO [train.py:927] (7/8) Epoch 2, batch 22300, giga_loss[loss=0.2221, simple_loss=0.2998, pruned_loss=0.07216, over 12335.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03482, over 62.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3344, pruned_loss=0.0971, over 2470954.60 frames. utt_duration=633.9 frames, utt_pad_proportion=0.06786, over 15628.82 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3581, pruned_loss=0.1202, over 2468498.24 frames. utt_duration=1205 frames, utt_pad_proportion=0.07285, over 8205.23 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3319, pruned_loss=0.09427, over 2471244.29 frames. utt_duration=605.4 frames, utt_pad_proportion=0.06442, over 16367.22 utterances.], batch size: 62, lr: 9.54e-04
2022-08-21 05:47:08,578 INFO [train.py:927] (7/8) Epoch 2, batch 22350, giga_loss[loss=0.2647, simple_loss=0.3295, pruned_loss=0.09991, over 12133.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04151, over 33.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3332, pruned_loss=0.09661, over 2471479.43 frames. utt_duration=616.6 frames, utt_pad_proportion=0.06872, over 16070.83 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3584, pruned_loss=0.1202, over 2468777.84 frames. utt_duration=1201 frames, utt_pad_proportion=0.07268, over 8232.06 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3302, pruned_loss=0.09365, over 2471529.57 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06599, over 16850.54 utterances.], batch size: 33, lr: 9.54e-04
2022-08-21 05:48:51,770 INFO [train.py:927] (7/8) Epoch 2, batch 22400, giga_loss[loss=0.2371, simple_loss=0.305, pruned_loss=0.08457, over 12475.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04048, over 31.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3307, pruned_loss=0.09542, over 2472807.08 frames. utt_duration=610.1 frames, utt_pad_proportion=0.07071, over 16252.97 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.358, pruned_loss=0.1197, over 2469038.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.0711, over 8180.50 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3279, pruned_loss=0.09281, over 2472714.56 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06917, over 17194.70 utterances.], batch size: 31, lr: 9.53e-04
2022-08-21 05:50:33,533 INFO [train.py:927] (7/8) Epoch 2, batch 22450, libri_loss[loss=0.3053, simple_loss=0.3549, pruned_loss=0.1279, over 12163.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.004885, over 35.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3258, pruned_loss=0.09298, over 2472819.88 frames. utt_duration=638.5 frames, utt_pad_proportion=0.06485, over 15527.66 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3576, pruned_loss=0.1195, over 2468608.48 frames. utt_duration=1213 frames, utt_pad_proportion=0.07005, over 8150.15 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3234, pruned_loss=0.09057, over 2473217.97 frames. utt_duration=603.2 frames, utt_pad_proportion=0.06431, over 16441.55 utterances.], batch size: 35, lr: 9.53e-04
2022-08-21 05:52:15,517 INFO [train.py:927] (7/8) Epoch 2, batch 22500, giga_loss[loss=0.243, simple_loss=0.3126, pruned_loss=0.08675, over 12345.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03398, over 62.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3237, pruned_loss=0.09198, over 2472058.26 frames. utt_duration=607 frames, utt_pad_proportion=0.06751, over 16329.72 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3572, pruned_loss=0.1194, over 2468357.23 frames. utt_duration=1215 frames, utt_pad_proportion=0.06988, over 8137.32 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3215, pruned_loss=0.08966, over 2472671.10 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06696, over 17199.49 utterances.], batch size: 62, lr: 9.52e-04
2022-08-21 05:53:56,613 INFO [train.py:927] (7/8) Epoch 2, batch 22550, giga_loss[loss=0.241, simple_loss=0.3202, pruned_loss=0.08094, over 12437.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04275, over 34.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3266, pruned_loss=0.09455, over 2472465.39 frames. utt_duration=574.1 frames, utt_pad_proportion=0.0702, over 17270.85 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3573, pruned_loss=0.12, over 2468046.61 frames. utt_duration=1216 frames, utt_pad_proportion=0.06858, over 8126.42 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3238, pruned_loss=0.09133, over 2473394.85 frames. utt_duration=543.4 frames, utt_pad_proportion=0.07016, over 18257.26 utterances.], batch size: 34, lr: 9.52e-04
2022-08-21 05:55:37,206 INFO [train.py:927] (7/8) Epoch 2, batch 22600, giga_loss[loss=0.2262, simple_loss=0.3118, pruned_loss=0.07033, over 12370.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02836, over 70.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3277, pruned_loss=0.09375, over 2473275.67 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06485, over 17813.93 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3575, pruned_loss=0.1199, over 2468194.23 frames. utt_duration=1217 frames, utt_pad_proportion=0.0678, over 8119.57 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3249, pruned_loss=0.091, over 2473950.96 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06536, over 18718.59 utterances.], batch size: 70, lr: 9.51e-04
2022-08-21 05:57:17,141 INFO [train.py:927] (7/8) Epoch 2, batch 22650, giga_loss[loss=0.234, simple_loss=0.3157, pruned_loss=0.07613, over 12459.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03417, over 98.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3266, pruned_loss=0.0916, over 2473941.00 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06479, over 17973.79 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3575, pruned_loss=0.1193, over 2468198.30 frames. utt_duration=1222 frames, utt_pad_proportion=0.06682, over 8089.66 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3237, pruned_loss=0.08938, over 2474591.61 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06551, over 18926.48 utterances.], batch size: 98, lr: 9.51e-04
2022-08-21 05:58:59,014 INFO [train.py:927] (7/8) Epoch 2, batch 22700, giga_loss[loss=0.2363, simple_loss=0.3092, pruned_loss=0.08176, over 12400.00 frames. utt_duration=856.8 frames, utt_pad_proportion=0.0286, over 58.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3266, pruned_loss=0.09141, over 2473685.06 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06104, over 17840.63 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3579, pruned_loss=0.1192, over 2467918.70 frames. utt_duration=1226 frames, utt_pad_proportion=0.06581, over 8065.00 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3235, pruned_loss=0.08926, over 2474567.16 frames. utt_duration=528.1 frames, utt_pad_proportion=0.06215, over 18796.92 utterances.], batch size: 58, lr: 9.50e-04
2022-08-21 06:00:39,062 INFO [train.py:927] (7/8) Epoch 2, batch 22750, giga_loss[loss=0.274, simple_loss=0.3443, pruned_loss=0.1018, over 12370.00 frames. utt_duration=620.1 frames, utt_pad_proportion=0.03715, over 80.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3286, pruned_loss=0.09326, over 2473205.03 frames. utt_duration=532 frames, utt_pad_proportion=0.07091, over 18646.48 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3577, pruned_loss=0.119, over 2467739.98 frames. utt_duration=1227 frames, utt_pad_proportion=0.065, over 8052.33 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3253, pruned_loss=0.09081, over 2474238.25 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07156, over 19743.33 utterances.], batch size: 80, lr: 9.50e-04
2022-08-21 06:02:20,465 INFO [train.py:927] (7/8) Epoch 2, batch 22800, giga_loss[loss=0.3035, simple_loss=0.3616, pruned_loss=0.1227, over 12415.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.0621, over 183.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3294, pruned_loss=0.09326, over 2472889.47 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06534, over 17803.00 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3575, pruned_loss=0.1187, over 2467374.25 frames. utt_duration=1230 frames, utt_pad_proportion=0.06427, over 8031.64 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3266, pruned_loss=0.0912, over 2474092.96 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06645, over 18824.24 utterances.], batch size: 183, lr: 9.49e-04
2022-08-21 06:04:00,839 INFO [train.py:927] (7/8) Epoch 2, batch 22850, libri_loss[loss=0.3135, simple_loss=0.3731, pruned_loss=0.127, over 12294.00 frames. utt_duration=965.6 frames, utt_pad_proportion=0.06614, over 51.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3304, pruned_loss=0.09422, over 2472762.73 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06605, over 17518.22 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3574, pruned_loss=0.1188, over 2467282.49 frames. utt_duration=1228 frames, utt_pad_proportion=0.06373, over 8044.80 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3273, pruned_loss=0.09175, over 2473972.06 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06711, over 18621.06 utterances.], batch size: 51, lr: 9.49e-04
2022-08-21 06:05:41,942 INFO [train.py:927] (7/8) Epoch 2, batch 22900, libri_loss[loss=0.3207, simple_loss=0.3678, pruned_loss=0.1368, over 12347.00 frames. utt_duration=1075 frames, utt_pad_proportion=0.04265, over 46.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3304, pruned_loss=0.09425, over 2473571.04 frames. utt_duration=574 frames, utt_pad_proportion=0.06272, over 17283.68 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3576, pruned_loss=0.1192, over 2467567.06 frames. utt_duration=1218 frames, utt_pad_proportion=0.06702, over 8116.80 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3273, pruned_loss=0.09144, over 2474378.22 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06248, over 18266.35 utterances.], batch size: 46, lr: 9.49e-04
2022-08-21 06:07:22,039 INFO [train.py:927] (7/8) Epoch 2, batch 22950, giga_loss[loss=0.2524, simple_loss=0.319, pruned_loss=0.09293, over 12413.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05681, over 182.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3281, pruned_loss=0.09308, over 2474402.03 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05984, over 17430.17 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.358, pruned_loss=0.1192, over 2467493.53 frames. utt_duration=1219 frames, utt_pad_proportion=0.0661, over 8109.08 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3246, pruned_loss=0.09027, over 2475267.49 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06009, over 18429.46 utterances.], batch size: 182, lr: 9.48e-04
2022-08-21 06:09:03,651 INFO [train.py:927] (7/8) Epoch 2, batch 23000, libri_loss[loss=0.328, simple_loss=0.3662, pruned_loss=0.1449, over 12484.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007881, over 29.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3288, pruned_loss=0.09318, over 2474616.25 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05956, over 17903.48 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.358, pruned_loss=0.1197, over 2467494.53 frames. utt_duration=1223 frames, utt_pad_proportion=0.06517, over 8082.60 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3253, pruned_loss=0.08985, over 2475443.03 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06011, over 18961.53 utterances.], batch size: 29, lr: 9.48e-04
2022-08-21 06:10:45,853 INFO [train.py:927] (7/8) Epoch 2, batch 23050, giga_loss[loss=0.2536, simple_loss=0.3288, pruned_loss=0.08921, over 12445.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03653, over 133.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3303, pruned_loss=0.09342, over 2474758.55 frames. utt_duration=555.8 frames, utt_pad_proportion=0.05764, over 17858.34 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3593, pruned_loss=0.1203, over 2467458.87 frames. utt_duration=1225 frames, utt_pad_proportion=0.06442, over 8065.47 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3261, pruned_loss=0.08989, over 2475535.47 frames. utt_duration=527.3 frames, utt_pad_proportion=0.05841, over 18830.86 utterances.], batch size: 133, lr: 9.47e-04
2022-08-21 06:12:24,511 INFO [train.py:927] (7/8) Epoch 2, batch 23100, giga_loss[loss=0.2425, simple_loss=0.3004, pruned_loss=0.09231, over 12441.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04679, over 34.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3296, pruned_loss=0.09398, over 2474708.06 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05368, over 17452.44 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3604, pruned_loss=0.121, over 2467474.96 frames. utt_duration=1229 frames, utt_pad_proportion=0.06321, over 8039.18 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3246, pruned_loss=0.08999, over 2475472.77 frames. utt_duration=538 frames, utt_pad_proportion=0.05489, over 18455.99 utterances.], batch size: 34, lr: 9.47e-04
2022-08-21 06:14:04,729 INFO [train.py:927] (7/8) Epoch 2, batch 23150, giga_loss[loss=0.2826, simple_loss=0.3467, pruned_loss=0.1092, over 12369.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04071, over 113.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3274, pruned_loss=0.09436, over 2474390.34 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05496, over 17474.78 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3603, pruned_loss=0.1208, over 2467493.14 frames. utt_duration=1231 frames, utt_pad_proportion=0.06247, over 8026.67 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3231, pruned_loss=0.09101, over 2475050.65 frames. utt_duration=539.4 frames, utt_pad_proportion=0.05612, over 18405.67 utterances.], batch size: 113, lr: 9.46e-04
2022-08-21 06:15:45,529 INFO [train.py:927] (7/8) Epoch 2, batch 23200, giga_loss[loss=0.2865, simple_loss=0.3516, pruned_loss=0.1107, over 12397.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3254, pruned_loss=0.09345, over 2474771.53 frames. utt_duration=559 frames, utt_pad_proportion=0.05855, over 17755.87 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3601, pruned_loss=0.1206, over 2467741.80 frames. utt_duration=1222 frames, utt_pad_proportion=0.0666, over 8089.23 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3213, pruned_loss=0.09026, over 2475262.52 frames. utt_duration=531.1 frames, utt_pad_proportion=0.05765, over 18695.87 utterances.], batch size: 133, lr: 9.46e-04
2022-08-21 06:17:23,212 INFO [train.py:927] (7/8) Epoch 2, batch 23250, giga_loss[loss=0.2347, simple_loss=0.2995, pruned_loss=0.08496, over 12409.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03588, over 113.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3201, pruned_loss=0.09065, over 2474771.52 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05479, over 17530.49 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3595, pruned_loss=0.1201, over 2467404.59 frames. utt_duration=1226 frames, utt_pad_proportion=0.06516, over 8062.76 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3163, pruned_loss=0.08772, over 2475661.38 frames. utt_duration=534.8 frames, utt_pad_proportion=0.05471, over 18568.79 utterances.], batch size: 113, lr: 9.45e-04
2022-08-21 06:19:04,641 INFO [train.py:927] (7/8) Epoch 2, batch 23300, giga_loss[loss=0.2794, simple_loss=0.3533, pruned_loss=0.1028, over 12415.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03188, over 80.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3209, pruned_loss=0.09106, over 2474818.85 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05426, over 17336.22 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3602, pruned_loss=0.1208, over 2467420.17 frames. utt_duration=1228 frames, utt_pad_proportion=0.0636, over 8048.60 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3158, pruned_loss=0.08719, over 2475743.68 frames. utt_duration=537.1 frames, utt_pad_proportion=0.05475, over 18490.47 utterances.], batch size: 80, lr: 9.45e-04
2022-08-21 06:20:45,246 INFO [train.py:927] (7/8) Epoch 2, batch 23350, giga_loss[loss=0.2618, simple_loss=0.3402, pruned_loss=0.09169, over 12396.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04409, over 146.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3225, pruned_loss=0.09135, over 2474050.07 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05463, over 17203.08 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3598, pruned_loss=0.1204, over 2467270.79 frames. utt_duration=1233 frames, utt_pad_proportion=0.06217, over 8012.58 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3179, pruned_loss=0.08782, over 2475120.57 frames. utt_duration=539.2 frames, utt_pad_proportion=0.05547, over 18414.19 utterances.], batch size: 146, lr: 9.44e-04
2022-08-21 06:22:35,369 INFO [train.py:927] (7/8) Epoch 2, batch 23400, giga_loss[loss=0.2977, simple_loss=0.3729, pruned_loss=0.1113, over 12406.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04334, over 146.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3254, pruned_loss=0.09254, over 2474122.11 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05384, over 17261.14 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3592, pruned_loss=0.1201, over 2467317.78 frames. utt_duration=1235 frames, utt_pad_proportion=0.06151, over 8000.42 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3218, pruned_loss=0.08965, over 2475012.54 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05475, over 18341.07 utterances.], batch size: 146, lr: 9.44e-04
2022-08-21 06:24:21,361 INFO [train.py:927] (7/8) Epoch 2, batch 23450, giga_loss[loss=0.2786, simple_loss=0.3391, pruned_loss=0.109, over 12211.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.0284, over 39.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3312, pruned_loss=0.09699, over 2474197.29 frames. utt_duration=579.9 frames, utt_pad_proportion=0.05155, over 17110.37 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3587, pruned_loss=0.1199, over 2467152.32 frames. utt_duration=1238 frames, utt_pad_proportion=0.06081, over 7983.46 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3284, pruned_loss=0.09452, over 2475148.50 frames. utt_duration=548.5 frames, utt_pad_proportion=0.05262, over 18099.09 utterances.], batch size: 39, lr: 9.43e-04
2022-08-21 06:26:02,630 INFO [train.py:927] (7/8) Epoch 2, batch 23500, giga_loss[loss=0.27, simple_loss=0.3428, pruned_loss=0.09864, over 12336.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.0348, over 51.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3393, pruned_loss=0.1027, over 2474211.65 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06018, over 18200.13 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.359, pruned_loss=0.12, over 2467220.48 frames. utt_duration=1237 frames, utt_pad_proportion=0.0603, over 7986.73 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3363, pruned_loss=0.1002, over 2475067.01 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06081, over 19201.26 utterances.], batch size: 51, lr: 9.43e-04
2022-08-21 06:27:43,661 INFO [train.py:927] (7/8) Epoch 2, batch 23550, giga_loss[loss=0.4186, simple_loss=0.4318, pruned_loss=0.2027, over 12363.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2075, over 371.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3465, pruned_loss=0.1089, over 2474952.57 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06265, over 18642.73 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3589, pruned_loss=0.1199, over 2466996.35 frames. utt_duration=1242 frames, utt_pad_proportion=0.05915, over 7957.36 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3439, pruned_loss=0.1066, over 2475991.79 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06339, over 19684.16 utterances.], batch size: 371, lr: 9.42e-04
2022-08-21 06:29:29,251 INFO [train.py:927] (7/8) Epoch 2, batch 23600, giga_loss[loss=0.2591, simple_loss=0.3213, pruned_loss=0.09839, over 12367.00 frames. utt_duration=1768 frames, utt_pad_proportion=0.02742, over 28.00 utterances.], tot_loss[loss=0.2925, simple_loss=0.3538, pruned_loss=0.1156, over 2474169.27 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06222, over 19291.96 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3586, pruned_loss=0.1201, over 2466705.84 frames. utt_duration=1246 frames, utt_pad_proportion=0.05812, over 7929.80 utterances.], giga_tot_loss[loss=0.2892, simple_loss=0.3517, pruned_loss=0.1134, over 2475401.63 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06316, over 20377.92 utterances.], batch size: 28, lr: 9.42e-04
2022-08-21 06:31:13,618 INFO [train.py:927] (7/8) Epoch 2, batch 23650, libri_loss[loss=0.2266, simple_loss=0.2947, pruned_loss=0.07922, over 12267.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01072, over 28.00 utterances.], tot_loss[loss=0.2996, simple_loss=0.3585, pruned_loss=0.1204, over 2474170.62 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06332, over 19873.40 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3584, pruned_loss=0.1198, over 2466759.18 frames. utt_duration=1250 frames, utt_pad_proportion=0.05691, over 7900.13 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3569, pruned_loss=0.1189, over 2475318.31 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06446, over 21099.46 utterances.], batch size: 28, lr: 9.42e-04
2022-08-21 06:33:03,223 INFO [train.py:927] (7/8) Epoch 2, batch 23700, giga_loss[loss=0.2467, simple_loss=0.3342, pruned_loss=0.07967, over 12301.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.04411, over 26.00 utterances.], tot_loss[loss=0.3066, simple_loss=0.3636, pruned_loss=0.1249, over 2474736.66 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06045, over 19840.72 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3581, pruned_loss=0.1197, over 2466975.75 frames. utt_duration=1249 frames, utt_pad_proportion=0.05664, over 7911.85 utterances.], giga_tot_loss[loss=0.305, simple_loss=0.3626, pruned_loss=0.1238, over 2475633.52 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06164, over 21056.65 utterances.], batch size: 26, lr: 9.41e-04
2022-08-21 06:34:51,872 INFO [train.py:927] (7/8) Epoch 2, batch 23750, giga_loss[loss=0.2856, simple_loss=0.3557, pruned_loss=0.1077, over 12336.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03352, over 58.00 utterances.], tot_loss[loss=0.306, simple_loss=0.3623, pruned_loss=0.1249, over 2474167.35 frames. utt_duration=506 frames, utt_pad_proportion=0.06455, over 19614.56 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.358, pruned_loss=0.1197, over 2466958.36 frames. utt_duration=1249 frames, utt_pad_proportion=0.05636, over 7910.11 utterances.], giga_tot_loss[loss=0.3051, simple_loss=0.3618, pruned_loss=0.1242, over 2475002.86 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06545, over 20736.28 utterances.], batch size: 58, lr: 9.41e-04
2022-08-21 06:36:37,908 INFO [train.py:927] (7/8) Epoch 2, batch 23800, giga_loss[loss=0.2893, simple_loss=0.3614, pruned_loss=0.1086, over 12375.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05266, over 161.00 utterances.], tot_loss[loss=0.3075, simple_loss=0.3639, pruned_loss=0.1255, over 2473690.44 frames. utt_duration=484.1 frames, utt_pad_proportion=0.06885, over 20501.55 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3583, pruned_loss=0.1199, over 2466954.58 frames. utt_duration=1238 frames, utt_pad_proportion=0.05974, over 7979.69 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3633, pruned_loss=0.1248, over 2474448.82 frames. utt_duration=462 frames, utt_pad_proportion=0.06835, over 21491.49 utterances.], batch size: 161, lr: 9.40e-04
2022-08-21 06:38:20,859 INFO [train.py:927] (7/8) Epoch 2, batch 23850, giga_loss[loss=0.2689, simple_loss=0.3391, pruned_loss=0.0994, over 12326.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03429, over 58.00 utterances.], tot_loss[loss=0.3089, simple_loss=0.3653, pruned_loss=0.1263, over 2473248.39 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07483, over 20927.68 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3579, pruned_loss=0.1191, over 2466633.73 frames. utt_duration=1235 frames, utt_pad_proportion=0.0621, over 8001.54 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.3657, pruned_loss=0.1269, over 2474612.52 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07362, over 22583.26 utterances.], batch size: 58, lr: 9.40e-04
2022-08-21 06:40:10,589 INFO [train.py:927] (7/8) Epoch 2, batch 23900, giga_loss[loss=0.2797, simple_loss=0.3502, pruned_loss=0.1046, over 12429.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03255, over 80.00 utterances.], tot_loss[loss=0.3065, simple_loss=0.3642, pruned_loss=0.1244, over 2473316.24 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07574, over 20833.32 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3575, pruned_loss=0.119, over 2466572.16 frames. utt_duration=1234 frames, utt_pad_proportion=0.06178, over 8004.62 utterances.], giga_tot_loss[loss=0.3075, simple_loss=0.3649, pruned_loss=0.1251, over 2474601.02 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07488, over 22431.36 utterances.], batch size: 80, lr: 9.39e-04
2022-08-21 06:41:56,904 INFO [train.py:927] (7/8) Epoch 2, batch 23950, libri_loss[loss=0.3127, simple_loss=0.3678, pruned_loss=0.1288, over 12380.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01349, over 41.00 utterances.], tot_loss[loss=0.2997, simple_loss=0.36, pruned_loss=0.1197, over 2473029.08 frames. utt_duration=505.4 frames, utt_pad_proportion=0.07165, over 19627.92 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3565, pruned_loss=0.1184, over 2466871.06 frames. utt_duration=1237 frames, utt_pad_proportion=0.06005, over 7986.70 utterances.], giga_tot_loss[loss=0.3017, simple_loss=0.3617, pruned_loss=0.1209, over 2474027.58 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07195, over 21385.72 utterances.], batch size: 41, lr: 9.39e-04
2022-08-21 06:43:40,709 INFO [train.py:927] (7/8) Epoch 2, batch 24000, giga_loss[loss=0.2886, simple_loss=0.3492, pruned_loss=0.114, over 12272.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02518, over 54.00 utterances.], tot_loss[loss=0.2971, simple_loss=0.3575, pruned_loss=0.1183, over 2472779.52 frames. utt_duration=492 frames, utt_pad_proportion=0.0734, over 20162.55 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3561, pruned_loss=0.1182, over 2466572.16 frames. utt_duration=1240 frames, utt_pad_proportion=0.05904, over 7966.29 utterances.], giga_tot_loss[loss=0.2992, simple_loss=0.3593, pruned_loss=0.1195, over 2474033.60 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07398, over 21870.75 utterances.], batch size: 54, lr: 9.38e-04
2022-08-21 06:43:40,710 INFO [train.py:958] (7/8) Computing validation loss
2022-08-21 06:43:54,397 INFO [train.py:967] (7/8) 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 06:45:43,301 INFO [train.py:927] (7/8) Epoch 2, batch 24050, giga_loss[loss=0.3022, simple_loss=0.3634, pruned_loss=0.1205, over 12411.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03739, over 113.00 utterances.], tot_loss[loss=0.2975, simple_loss=0.3584, pruned_loss=0.1184, over 2473099.93 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07505, over 20568.34 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.3564, pruned_loss=0.1178, over 2466675.74 frames. utt_duration=1242 frames, utt_pad_proportion=0.05793, over 7950.65 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3596, pruned_loss=0.1197, over 2474235.60 frames. utt_duration=444.1 frames, utt_pad_proportion=0.0759, over 22357.61 utterances.], batch size: 113, lr: 9.38e-04
2022-08-21 06:47:36,326 INFO [train.py:927] (7/8) Epoch 2, batch 24100, giga_loss[loss=0.2921, simple_loss=0.3664, pruned_loss=0.1089, over 12268.00 frames. utt_duration=910 frames, utt_pad_proportion=0.02776, over 54.00 utterances.], tot_loss[loss=0.2958, simple_loss=0.3593, pruned_loss=0.1161, over 2474076.76 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06823, over 19996.38 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3574, pruned_loss=0.1179, over 2466726.36 frames. utt_duration=1243 frames, utt_pad_proportion=0.0577, over 7948.90 utterances.], giga_tot_loss[loss=0.2967, simple_loss=0.3592, pruned_loss=0.1171, over 2474952.07 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06947, over 21457.51 utterances.], batch size: 54, lr: 9.37e-04
2022-08-21 06:49:21,288 INFO [train.py:927] (7/8) Epoch 2, batch 24150, giga_loss[loss=0.3137, simple_loss=0.3723, pruned_loss=0.1276, over 12439.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04458, over 134.00 utterances.], tot_loss[loss=0.2955, simple_loss=0.3591, pruned_loss=0.1159, over 2474403.22 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07074, over 20305.23 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.3564, pruned_loss=0.1176, over 2467197.61 frames. utt_duration=1244 frames, utt_pad_proportion=0.057, over 7940.57 utterances.], giga_tot_loss[loss=0.297, simple_loss=0.3601, pruned_loss=0.1169, over 2474911.69 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07201, over 21893.78 utterances.], batch size: 134, lr: 9.37e-04
2022-08-21 06:51:05,306 INFO [train.py:927] (7/8) Epoch 2, batch 24200, giga_loss[loss=0.2677, simple_loss=0.3356, pruned_loss=0.09988, over 12367.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03116, over 97.00 utterances.], tot_loss[loss=0.2959, simple_loss=0.3586, pruned_loss=0.1166, over 2474108.71 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07312, over 20434.97 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3559, pruned_loss=0.1174, over 2467081.50 frames. utt_duration=1232 frames, utt_pad_proportion=0.06101, over 8017.45 utterances.], giga_tot_loss[loss=0.2975, simple_loss=0.36, pruned_loss=0.1175, over 2474859.04 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07304, over 22093.89 utterances.], batch size: 97, lr: 9.36e-04
2022-08-21 06:52:54,071 INFO [train.py:927] (7/8) Epoch 2, batch 24250, giga_loss[loss=0.3173, simple_loss=0.3522, pruned_loss=0.1412, over 12351.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1914, over 363.00 utterances.], tot_loss[loss=0.2944, simple_loss=0.3561, pruned_loss=0.1164, over 2473919.53 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07273, over 20609.53 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3554, pruned_loss=0.1172, over 2466809.56 frames. utt_duration=1232 frames, utt_pad_proportion=0.06112, over 8015.82 utterances.], giga_tot_loss[loss=0.2961, simple_loss=0.3576, pruned_loss=0.1173, over 2474889.45 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07272, over 22146.91 utterances.], batch size: 363, lr: 9.36e-04
2022-08-21 06:54:42,473 INFO [train.py:927] (7/8) Epoch 2, batch 24300, giga_loss[loss=0.2644, simple_loss=0.328, pruned_loss=0.1004, over 12172.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04002, over 33.00 utterances.], tot_loss[loss=0.2918, simple_loss=0.3543, pruned_loss=0.1147, over 2474364.97 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07087, over 20616.16 utterances.], libri_tot_loss[loss=0.2946, simple_loss=0.3551, pruned_loss=0.1171, over 2467076.47 frames. utt_duration=1233 frames, utt_pad_proportion=0.06074, over 8012.60 utterances.], giga_tot_loss[loss=0.2933, simple_loss=0.3558, pruned_loss=0.1154, over 2475000.25 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07114, over 22007.04 utterances.], batch size: 33, lr: 9.36e-04
2022-08-21 06:56:26,592 INFO [train.py:927] (7/8) Epoch 2, batch 24350, giga_loss[loss=0.2876, simple_loss=0.3461, pruned_loss=0.1146, over 12389.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05125, over 161.00 utterances.], tot_loss[loss=0.2907, simple_loss=0.3532, pruned_loss=0.114, over 2474515.93 frames. utt_duration=479 frames, utt_pad_proportion=0.06948, over 20726.48 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.355, pruned_loss=0.1172, over 2466893.08 frames. utt_duration=1235 frames, utt_pad_proportion=0.05992, over 7999.37 utterances.], giga_tot_loss[loss=0.2917, simple_loss=0.3545, pruned_loss=0.1145, over 2475321.35 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07008, over 22065.40 utterances.], batch size: 161, lr: 9.35e-04
2022-08-21 06:58:11,928 INFO [train.py:927] (7/8) Epoch 2, batch 24400, libri_loss[loss=0.2034, simple_loss=0.2788, pruned_loss=0.06405, over 12473.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008263, over 29.00 utterances.], tot_loss[loss=0.2892, simple_loss=0.3517, pruned_loss=0.1134, over 2474620.87 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06745, over 20516.53 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3545, pruned_loss=0.1171, over 2467110.12 frames. utt_duration=1231 frames, utt_pad_proportion=0.06205, over 8025.44 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3531, pruned_loss=0.1139, over 2475347.05 frames. utt_duration=450.4 frames, utt_pad_proportion=0.06755, over 22054.17 utterances.], batch size: 29, lr: 9.35e-04
2022-08-21 07:00:00,723 INFO [train.py:927] (7/8) Epoch 2, batch 24450, giga_loss[loss=0.3141, simple_loss=0.3602, pruned_loss=0.134, over 12410.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04764, over 161.00 utterances.], tot_loss[loss=0.2887, simple_loss=0.3506, pruned_loss=0.1134, over 2474045.71 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0728, over 20878.51 utterances.], libri_tot_loss[loss=0.2935, simple_loss=0.3541, pruned_loss=0.1165, over 2467173.88 frames. utt_duration=1236 frames, utt_pad_proportion=0.06121, over 7992.23 utterances.], giga_tot_loss[loss=0.2902, simple_loss=0.3521, pruned_loss=0.1142, over 2474687.45 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07291, over 22370.94 utterances.], batch size: 161, lr: 9.34e-04
2022-08-21 07:01:45,311 INFO [train.py:927] (7/8) Epoch 2, batch 24500, libri_loss[loss=0.3156, simple_loss=0.3561, pruned_loss=0.1376, over 12361.00 frames. utt_duration=952.3 frames, utt_pad_proportion=0.07718, over 52.00 utterances.], tot_loss[loss=0.2879, simple_loss=0.3492, pruned_loss=0.1134, over 2474341.05 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07178, over 20693.17 utterances.], libri_tot_loss[loss=0.2938, simple_loss=0.3539, pruned_loss=0.1169, over 2467779.36 frames. utt_duration=1238 frames, utt_pad_proportion=0.05986, over 7982.19 utterances.], giga_tot_loss[loss=0.2887, simple_loss=0.3504, pruned_loss=0.1135, over 2474557.67 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07251, over 22378.35 utterances.], batch size: 52, lr: 9.34e-04
2022-08-21 07:03:32,123 INFO [train.py:927] (7/8) Epoch 2, batch 24550, giga_loss[loss=0.2829, simple_loss=0.3536, pruned_loss=0.1061, over 12346.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03083, over 85.00 utterances.], tot_loss[loss=0.2915, simple_loss=0.3514, pruned_loss=0.1158, over 2474302.72 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07764, over 21669.61 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3539, pruned_loss=0.1171, over 2467512.67 frames. utt_duration=1240 frames, utt_pad_proportion=0.05923, over 7971.56 utterances.], giga_tot_loss[loss=0.2918, simple_loss=0.3523, pruned_loss=0.1157, over 2474767.32 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07808, over 23179.09 utterances.], batch size: 85, lr: 9.33e-04
2022-08-21 07:05:15,750 INFO [train.py:927] (7/8) Epoch 2, batch 24600, giga_loss[loss=0.2879, simple_loss=0.3555, pruned_loss=0.1102, over 12347.00 frames. utt_duration=798 frames, utt_pad_proportion=0.0339, over 62.00 utterances.], tot_loss[loss=0.2917, simple_loss=0.3519, pruned_loss=0.1157, over 2473989.26 frames. utt_duration=466 frames, utt_pad_proportion=0.07537, over 21301.86 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3537, pruned_loss=0.1172, over 2467525.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.05841, over 7955.30 utterances.], giga_tot_loss[loss=0.2918, simple_loss=0.3527, pruned_loss=0.1155, over 2474465.15 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07621, over 22752.71 utterances.], batch size: 62, lr: 9.33e-04
2022-08-21 07:07:03,417 INFO [train.py:927] (7/8) Epoch 2, batch 24650, giga_loss[loss=0.3353, simple_loss=0.3808, pruned_loss=0.1449, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03783, over 37.00 utterances.], tot_loss[loss=0.2917, simple_loss=0.3518, pruned_loss=0.1158, over 2473805.42 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07833, over 21614.19 utterances.], libri_tot_loss[loss=0.2933, simple_loss=0.353, pruned_loss=0.1168, over 2467309.93 frames. utt_duration=1246 frames, utt_pad_proportion=0.05829, over 7929.81 utterances.], giga_tot_loss[loss=0.2925, simple_loss=0.353, pruned_loss=0.116, over 2474439.68 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07892, over 22906.83 utterances.], batch size: 37, lr: 9.32e-04
2022-08-21 07:08:50,117 INFO [train.py:927] (7/8) Epoch 2, batch 24700, giga_loss[loss=0.2633, simple_loss=0.3323, pruned_loss=0.09712, over 12285.00 frames. utt_duration=911.2 frames, utt_pad_proportion=0.02649, over 54.00 utterances.], tot_loss[loss=0.2944, simple_loss=0.3535, pruned_loss=0.1176, over 2473984.91 frames. utt_duration=450 frames, utt_pad_proportion=0.07996, over 22059.47 utterances.], libri_tot_loss[loss=0.2934, simple_loss=0.3535, pruned_loss=0.1167, over 2467136.84 frames. utt_duration=1245 frames, utt_pad_proportion=0.05785, over 7937.93 utterances.], giga_tot_loss[loss=0.2949, simple_loss=0.354, pruned_loss=0.1179, over 2474795.56 frames. utt_duration=425.4 frames, utt_pad_proportion=0.08064, over 23351.42 utterances.], batch size: 54, lr: 9.32e-04
2022-08-21 07:10:35,092 INFO [train.py:927] (7/8) Epoch 2, batch 24750, libri_loss[loss=0.2516, simple_loss=0.3376, pruned_loss=0.08276, over 12386.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006391, over 34.00 utterances.], tot_loss[loss=0.2966, simple_loss=0.3554, pruned_loss=0.1188, over 2474037.54 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07771, over 21299.71 utterances.], libri_tot_loss[loss=0.294, simple_loss=0.3547, pruned_loss=0.1167, over 2466962.21 frames. utt_duration=1251 frames, utt_pad_proportion=0.05616, over 7895.12 utterances.], giga_tot_loss[loss=0.2966, simple_loss=0.3547, pruned_loss=0.1192, over 2475123.28 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07917, over 22896.29 utterances.], batch size: 34, lr: 9.31e-04
2022-08-21 07:12:22,464 INFO [train.py:927] (7/8) Epoch 2, batch 24800, giga_loss[loss=0.2657, simple_loss=0.3427, pruned_loss=0.0943, over 12231.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03113, over 42.00 utterances.], tot_loss[loss=0.2936, simple_loss=0.3537, pruned_loss=0.1167, over 2474081.41 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07512, over 20522.85 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3553, pruned_loss=0.117, over 2467040.75 frames. utt_duration=1255 frames, utt_pad_proportion=0.05604, over 7872.23 utterances.], giga_tot_loss[loss=0.2929, simple_loss=0.3525, pruned_loss=0.1166, over 2474921.91 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07657, over 21921.25 utterances.], batch size: 42, lr: 9.31e-04
2022-08-21 07:14:05,516 INFO [train.py:927] (7/8) Epoch 2, batch 24850, giga_loss[loss=0.2724, simple_loss=0.3202, pruned_loss=0.1123, over 12349.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1979, over 366.00 utterances.], tot_loss[loss=0.2912, simple_loss=0.3519, pruned_loss=0.1153, over 2474339.86 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07758, over 21071.68 utterances.], libri_tot_loss[loss=0.2952, simple_loss=0.3555, pruned_loss=0.1175, over 2467028.31 frames. utt_duration=1242 frames, utt_pad_proportion=0.06002, over 7957.78 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.3508, pruned_loss=0.1147, over 2475240.89 frames. utt_duration=442.1 frames, utt_pad_proportion=0.0775, over 22469.83 utterances.], batch size: 366, lr: 9.31e-04
2022-08-21 07:15:52,318 INFO [train.py:927] (7/8) Epoch 2, batch 24900, giga_loss[loss=0.3652, simple_loss=0.4084, pruned_loss=0.161, over 12367.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06036, over 182.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.3493, pruned_loss=0.1139, over 2474196.65 frames. utt_duration=460.2 frames, utt_pad_proportion=0.08008, over 21572.24 utterances.], libri_tot_loss[loss=0.295, simple_loss=0.3553, pruned_loss=0.1174, over 2467011.82 frames. utt_duration=1244 frames, utt_pad_proportion=0.05958, over 7945.26 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3485, pruned_loss=0.1136, over 2474963.10 frames. utt_duration=435.7 frames, utt_pad_proportion=0.08008, over 22800.55 utterances.], batch size: 182, lr: 9.30e-04
2022-08-21 07:17:37,355 INFO [train.py:927] (7/8) Epoch 2, batch 24950, giga_loss[loss=0.3381, simple_loss=0.3759, pruned_loss=0.1501, over 12401.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07763, over 213.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.3496, pruned_loss=0.1138, over 2473352.35 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07587, over 20645.23 utterances.], libri_tot_loss[loss=0.2936, simple_loss=0.3541, pruned_loss=0.1165, over 2466840.69 frames. utt_duration=1252 frames, utt_pad_proportion=0.05789, over 7890.46 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3499, pruned_loss=0.1141, over 2474359.38 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07688, over 22169.85 utterances.], batch size: 213, lr: 9.30e-04
2022-08-21 07:19:24,977 INFO [train.py:927] (7/8) Epoch 2, batch 25000, giga_loss[loss=0.2747, simple_loss=0.3469, pruned_loss=0.1012, over 12260.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02585, over 54.00 utterances.], tot_loss[loss=0.2918, simple_loss=0.354, pruned_loss=0.1148, over 2474174.71 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07714, over 21482.00 utterances.], libri_tot_loss[loss=0.2933, simple_loss=0.3539, pruned_loss=0.1164, over 2467240.06 frames. utt_duration=1252 frames, utt_pad_proportion=0.05688, over 7893.86 utterances.], giga_tot_loss[loss=0.2924, simple_loss=0.3543, pruned_loss=0.1152, over 2474810.61 frames. utt_duration=431 frames, utt_pad_proportion=0.07829, over 23046.14 utterances.], batch size: 54, lr: 9.29e-04
2022-08-21 07:21:09,051 INFO [train.py:927] (7/8) Epoch 2, batch 25050, giga_loss[loss=0.2273, simple_loss=0.3083, pruned_loss=0.07315, over 12442.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04465, over 34.00 utterances.], tot_loss[loss=0.2928, simple_loss=0.3552, pruned_loss=0.1151, over 2473596.81 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07501, over 20673.39 utterances.], libri_tot_loss[loss=0.2935, simple_loss=0.3543, pruned_loss=0.1163, over 2467127.16 frames. utt_duration=1250 frames, utt_pad_proportion=0.05653, over 7906.15 utterances.], giga_tot_loss[loss=0.293, simple_loss=0.3551, pruned_loss=0.1154, over 2474380.67 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07637, over 22273.04 utterances.], batch size: 34, lr: 9.29e-04
2022-08-21 07:22:56,940 INFO [train.py:927] (7/8) Epoch 2, batch 25100, giga_loss[loss=0.2313, simple_loss=0.3041, pruned_loss=0.07926, over 12431.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04156, over 26.00 utterances.], tot_loss[loss=0.2943, simple_loss=0.3554, pruned_loss=0.1166, over 2473929.81 frames. utt_duration=464.7 frames, utt_pad_proportion=0.08568, over 21362.00 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3549, pruned_loss=0.1167, over 2467552.42 frames. utt_duration=1232 frames, utt_pad_proportion=0.06208, over 8021.33 utterances.], giga_tot_loss[loss=0.2939, simple_loss=0.3549, pruned_loss=0.1165, over 2474290.45 frames. utt_duration=436.4 frames, utt_pad_proportion=0.08468, over 22756.56 utterances.], batch size: 26, lr: 9.28e-04
2022-08-21 07:24:41,339 INFO [train.py:927] (7/8) Epoch 2, batch 25150, giga_loss[loss=0.2615, simple_loss=0.3255, pruned_loss=0.09876, over 12448.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03421, over 37.00 utterances.], tot_loss[loss=0.2939, simple_loss=0.3543, pruned_loss=0.1167, over 2474078.56 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07824, over 20745.52 utterances.], libri_tot_loss[loss=0.2935, simple_loss=0.3543, pruned_loss=0.1163, over 2467462.72 frames. utt_duration=1233 frames, utt_pad_proportion=0.06146, over 8014.84 utterances.], giga_tot_loss[loss=0.2941, simple_loss=0.3543, pruned_loss=0.1169, over 2474584.42 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07817, over 22089.92 utterances.], batch size: 37, lr: 9.28e-04
2022-08-21 07:26:27,620 INFO [train.py:927] (7/8) Epoch 2, batch 25200, libri_loss[loss=0.2617, simple_loss=0.3431, pruned_loss=0.09015, over 12152.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005498, over 35.00 utterances.], tot_loss[loss=0.2943, simple_loss=0.3542, pruned_loss=0.1172, over 2473440.64 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07269, over 20001.62 utterances.], libri_tot_loss[loss=0.2931, simple_loss=0.3541, pruned_loss=0.1161, over 2467135.31 frames. utt_duration=1236 frames, utt_pad_proportion=0.06052, over 7994.73 utterances.], giga_tot_loss[loss=0.2948, simple_loss=0.3545, pruned_loss=0.1176, over 2474252.77 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07334, over 21299.82 utterances.], batch size: 35, lr: 9.27e-04
2022-08-21 07:28:12,866 INFO [train.py:927] (7/8) Epoch 2, batch 25250, giga_loss[loss=0.2859, simple_loss=0.3445, pruned_loss=0.1137, over 12208.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03379, over 42.00 utterances.], tot_loss[loss=0.2924, simple_loss=0.3525, pruned_loss=0.1162, over 2473424.29 frames. utt_duration=512.4 frames, utt_pad_proportion=0.07513, over 19364.59 utterances.], libri_tot_loss[loss=0.2934, simple_loss=0.3542, pruned_loss=0.1162, over 2467105.29 frames. utt_duration=1226 frames, utt_pad_proportion=0.06434, over 8062.33 utterances.], giga_tot_loss[loss=0.2926, simple_loss=0.3524, pruned_loss=0.1164, over 2474285.23 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07448, over 20659.05 utterances.], batch size: 42, lr: 9.27e-04
2022-08-21 07:29:56,309 INFO [train.py:927] (7/8) Epoch 2, batch 25300, giga_loss[loss=0.321, simple_loss=0.3751, pruned_loss=0.1335, over 12401.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07752, over 213.00 utterances.], tot_loss[loss=0.2921, simple_loss=0.3524, pruned_loss=0.1159, over 2473746.32 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07529, over 19803.46 utterances.], libri_tot_loss[loss=0.2931, simple_loss=0.3542, pruned_loss=0.116, over 2467204.17 frames. utt_duration=1225 frames, utt_pad_proportion=0.06321, over 8068.54 utterances.], giga_tot_loss[loss=0.2924, simple_loss=0.3523, pruned_loss=0.1162, over 2474582.10 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07529, over 21269.54 utterances.], batch size: 213, lr: 9.27e-04
2022-08-21 07:31:39,416 INFO [train.py:927] (7/8) Epoch 2, batch 25350, giga_loss[loss=0.2964, simple_loss=0.3618, pruned_loss=0.1155, over 12379.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.0305, over 97.00 utterances.], tot_loss[loss=0.2929, simple_loss=0.3534, pruned_loss=0.1163, over 2473947.45 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07694, over 20003.57 utterances.], libri_tot_loss[loss=0.2927, simple_loss=0.3538, pruned_loss=0.1159, over 2467188.34 frames. utt_duration=1217 frames, utt_pad_proportion=0.06546, over 8116.94 utterances.], giga_tot_loss[loss=0.2935, simple_loss=0.3536, pruned_loss=0.1167, over 2474803.89 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07632, over 21435.21 utterances.], batch size: 97, lr: 9.26e-04
2022-08-21 07:33:32,959 INFO [train.py:927] (7/8) Epoch 2, batch 25400, giga_loss[loss=0.3201, simple_loss=0.3757, pruned_loss=0.1323, over 12428.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05476, over 162.00 utterances.], tot_loss[loss=0.2919, simple_loss=0.3531, pruned_loss=0.1153, over 2473965.96 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07307, over 19417.82 utterances.], libri_tot_loss[loss=0.2921, simple_loss=0.3528, pruned_loss=0.1157, over 2466782.44 frames. utt_duration=1227 frames, utt_pad_proportion=0.06441, over 8053.27 utterances.], giga_tot_loss[loss=0.2929, simple_loss=0.3542, pruned_loss=0.1158, over 2475213.81 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07321, over 20931.61 utterances.], batch size: 162, lr: 9.26e-04
2022-08-21 07:35:18,121 INFO [train.py:927] (7/8) Epoch 2, batch 25450, libri_loss[loss=0.3573, simple_loss=0.3956, pruned_loss=0.1595, over 12465.00 frames. utt_duration=757 frames, utt_pad_proportion=0.1378, over 66.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3547, pruned_loss=0.1142, over 2473846.90 frames. utt_duration=521.4 frames, utt_pad_proportion=0.07201, over 19032.18 utterances.], libri_tot_loss[loss=0.2926, simple_loss=0.3531, pruned_loss=0.1161, over 2466825.90 frames. utt_duration=1219 frames, utt_pad_proportion=0.06518, over 8101.63 utterances.], giga_tot_loss[loss=0.2918, simple_loss=0.3552, pruned_loss=0.1142, over 2474932.11 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07196, over 20446.97 utterances.], batch size: 66, lr: 9.25e-04
2022-08-21 07:37:02,576 INFO [train.py:927] (7/8) Epoch 2, batch 25500, libri_loss[loss=0.2981, simple_loss=0.3595, pruned_loss=0.1184, over 12373.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.1461, over 66.00 utterances.], tot_loss[loss=0.2957, simple_loss=0.3578, pruned_loss=0.1168, over 2473756.30 frames. utt_duration=513.8 frames, utt_pad_proportion=0.07246, over 19315.45 utterances.], libri_tot_loss[loss=0.2918, simple_loss=0.3523, pruned_loss=0.1156, over 2466965.15 frames. utt_duration=1217 frames, utt_pad_proportion=0.0659, over 8118.92 utterances.], giga_tot_loss[loss=0.2967, simple_loss=0.359, pruned_loss=0.1172, over 2474633.88 frames. utt_duration=480 frames, utt_pad_proportion=0.0722, over 20686.15 utterances.], batch size: 66, lr: 9.25e-04
2022-08-21 07:38:45,864 INFO [train.py:927] (7/8) Epoch 2, batch 25550, giga_loss[loss=0.3003, simple_loss=0.3519, pruned_loss=0.1243, over 12349.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.2959, simple_loss=0.358, pruned_loss=0.1169, over 2474127.39 frames. utt_duration=516.1 frames, utt_pad_proportion=0.07008, over 19230.51 utterances.], libri_tot_loss[loss=0.2911, simple_loss=0.3519, pruned_loss=0.1151, over 2466860.11 frames. utt_duration=1213 frames, utt_pad_proportion=0.06818, over 8147.12 utterances.], giga_tot_loss[loss=0.2975, simple_loss=0.3595, pruned_loss=0.1177, over 2475108.46 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06923, over 20596.84 utterances.], batch size: 97, lr: 9.24e-04
2022-08-21 07:40:30,276 INFO [train.py:927] (7/8) Epoch 2, batch 25600, giga_loss[loss=0.3085, simple_loss=0.3836, pruned_loss=0.1168, over 12398.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02907, over 58.00 utterances.], tot_loss[loss=0.2954, simple_loss=0.3583, pruned_loss=0.1162, over 2475035.01 frames. utt_duration=493 frames, utt_pad_proportion=0.07263, over 20144.59 utterances.], libri_tot_loss[loss=0.2909, simple_loss=0.3519, pruned_loss=0.1149, over 2467196.59 frames. utt_duration=1214 frames, utt_pad_proportion=0.06736, over 8137.96 utterances.], giga_tot_loss[loss=0.2968, simple_loss=0.3596, pruned_loss=0.117, over 2475615.80 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07211, over 21381.61 utterances.], batch size: 58, lr: 9.24e-04
2022-08-21 07:42:14,317 INFO [train.py:927] (7/8) Epoch 2, batch 25650, giga_loss[loss=0.2643, simple_loss=0.348, pruned_loss=0.09031, over 12354.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03316, over 62.00 utterances.], tot_loss[loss=0.2943, simple_loss=0.3585, pruned_loss=0.1151, over 2474591.12 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06965, over 19358.24 utterances.], libri_tot_loss[loss=0.2912, simple_loss=0.3524, pruned_loss=0.115, over 2466786.16 frames. utt_duration=1221 frames, utt_pad_proportion=0.06562, over 8088.96 utterances.], giga_tot_loss[loss=0.2953, simple_loss=0.3593, pruned_loss=0.1157, over 2475657.33 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07001, over 20758.28 utterances.], batch size: 62, lr: 9.23e-04
2022-08-21 07:43:58,228 INFO [train.py:927] (7/8) Epoch 2, batch 25700, giga_loss[loss=0.2527, simple_loss=0.3244, pruned_loss=0.09056, over 12310.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03143, over 28.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.358, pruned_loss=0.1151, over 2475020.15 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06919, over 18847.04 utterances.], libri_tot_loss[loss=0.2909, simple_loss=0.3521, pruned_loss=0.1149, over 2467072.39 frames. utt_duration=1219 frames, utt_pad_proportion=0.06525, over 8108.46 utterances.], giga_tot_loss[loss=0.2952, simple_loss=0.3589, pruned_loss=0.1157, over 2475798.78 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06974, over 20194.10 utterances.], batch size: 28, lr: 9.23e-04
2022-08-21 07:45:45,700 INFO [train.py:927] (7/8) Epoch 2, batch 25750, libri_loss[loss=0.2928, simple_loss=0.3393, pruned_loss=0.1232, over 12226.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006151, over 31.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3562, pruned_loss=0.1161, over 2475043.08 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07415, over 19923.07 utterances.], libri_tot_loss[loss=0.2908, simple_loss=0.3518, pruned_loss=0.1149, over 2466699.34 frames. utt_duration=1223 frames, utt_pad_proportion=0.06461, over 8077.00 utterances.], giga_tot_loss[loss=0.2952, simple_loss=0.3574, pruned_loss=0.1165, over 2476115.13 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07455, over 21176.43 utterances.], batch size: 31, lr: 9.23e-04
2022-08-21 07:47:31,149 INFO [train.py:927] (7/8) Epoch 2, batch 25800, giga_loss[loss=0.2826, simple_loss=0.3476, pruned_loss=0.1087, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03567, over 40.00 utterances.], tot_loss[loss=0.2931, simple_loss=0.3542, pruned_loss=0.116, over 2473710.07 frames. utt_duration=497.5 frames, utt_pad_proportion=0.08111, over 19947.10 utterances.], libri_tot_loss[loss=0.2903, simple_loss=0.3514, pruned_loss=0.1147, over 2466143.40 frames. utt_duration=1230 frames, utt_pad_proportion=0.06228, over 8031.01 utterances.], giga_tot_loss[loss=0.2945, simple_loss=0.3557, pruned_loss=0.1167, over 2475463.29 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08208, over 21565.10 utterances.], batch size: 40, lr: 9.22e-04
2022-08-21 07:49:11,457 INFO [train.py:927] (7/8) Epoch 2, batch 25850, giga_loss[loss=0.2636, simple_loss=0.3304, pruned_loss=0.09843, over 12380.00 frames. utt_duration=477.6 frames, utt_pad_proportion=0.03326, over 104.00 utterances.], tot_loss[loss=0.2921, simple_loss=0.3527, pruned_loss=0.1158, over 2473731.20 frames. utt_duration=465.8 frames, utt_pad_proportion=0.0878, over 21311.76 utterances.], libri_tot_loss[loss=0.2906, simple_loss=0.3515, pruned_loss=0.1148, over 2466148.85 frames. utt_duration=1220 frames, utt_pad_proportion=0.06581, over 8095.21 utterances.], giga_tot_loss[loss=0.2931, simple_loss=0.3538, pruned_loss=0.1162, over 2475278.36 frames. utt_duration=436.1 frames, utt_pad_proportion=0.0873, over 22781.48 utterances.], batch size: 104, lr: 9.22e-04
2022-08-21 07:50:52,294 INFO [train.py:927] (7/8) Epoch 2, batch 25900, giga_loss[loss=0.2763, simple_loss=0.3261, pruned_loss=0.1132, over 12357.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1995, over 367.00 utterances.], tot_loss[loss=0.2885, simple_loss=0.3509, pruned_loss=0.1131, over 2474610.27 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08828, over 22135.08 utterances.], libri_tot_loss[loss=0.2916, simple_loss=0.3523, pruned_loss=0.1154, over 2466339.70 frames. utt_duration=1208 frames, utt_pad_proportion=0.06964, over 8180.19 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.351, pruned_loss=0.1129, over 2475849.45 frames. utt_duration=422 frames, utt_pad_proportion=0.08685, over 23549.03 utterances.], batch size: 367, lr: 9.21e-04
2022-08-21 07:52:43,662 INFO [train.py:927] (7/8) Epoch 2, batch 25950, giga_loss[loss=0.244, simple_loss=0.3001, pruned_loss=0.09396, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02947, over 45.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3481, pruned_loss=0.1112, over 2474475.43 frames. utt_duration=457.7 frames, utt_pad_proportion=0.0843, over 21696.28 utterances.], libri_tot_loss[loss=0.2914, simple_loss=0.3521, pruned_loss=0.1153, over 2466382.10 frames. utt_duration=1211 frames, utt_pad_proportion=0.06861, over 8158.83 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3484, pruned_loss=0.1111, over 2475571.68 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08376, over 23083.95 utterances.], batch size: 45, lr: 9.21e-04
2022-08-21 07:54:25,340 INFO [train.py:927] (7/8) Epoch 2, batch 26000, giga_loss[loss=0.2604, simple_loss=0.3294, pruned_loss=0.09569, over 12442.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03677, over 37.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3458, pruned_loss=0.1096, over 2474516.27 frames. utt_duration=465.5 frames, utt_pad_proportion=0.08412, over 21331.58 utterances.], libri_tot_loss[loss=0.2917, simple_loss=0.3525, pruned_loss=0.1155, over 2466601.50 frames. utt_duration=1199 frames, utt_pad_proportion=0.07215, over 8241.61 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3456, pruned_loss=0.1092, over 2475317.02 frames. utt_duration=439.4 frames, utt_pad_proportion=0.08269, over 22609.55 utterances.], batch size: 37, lr: 9.20e-04
2022-08-21 07:56:07,339 INFO [train.py:927] (7/8) Epoch 2, batch 26050, giga_loss[loss=0.2896, simple_loss=0.3492, pruned_loss=0.115, over 12355.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04199, over 113.00 utterances.], tot_loss[loss=0.2859, simple_loss=0.3489, pruned_loss=0.1115, over 2473824.06 frames. utt_duration=448.5 frames, utt_pad_proportion=0.08286, over 22133.34 utterances.], libri_tot_loss[loss=0.292, simple_loss=0.3532, pruned_loss=0.1154, over 2466358.14 frames. utt_duration=1202 frames, utt_pad_proportion=0.07167, over 8220.25 utterances.], giga_tot_loss[loss=0.2852, simple_loss=0.348, pruned_loss=0.1112, over 2474729.35 frames. utt_duration=426.8 frames, utt_pad_proportion=0.082, over 23273.21 utterances.], batch size: 113, lr: 9.20e-04
2022-08-21 07:57:48,451 INFO [train.py:927] (7/8) Epoch 2, batch 26100, giga_loss[loss=0.2937, simple_loss=0.3568, pruned_loss=0.1153, over 12264.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02772, over 54.00 utterances.], tot_loss[loss=0.2889, simple_loss=0.3511, pruned_loss=0.1133, over 2474067.15 frames. utt_duration=426.8 frames, utt_pad_proportion=0.08759, over 23268.93 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.3542, pruned_loss=0.1154, over 2466653.80 frames. utt_duration=1205 frames, utt_pad_proportion=0.07058, over 8198.95 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3496, pruned_loss=0.1131, over 2474660.54 frames. utt_duration=406.4 frames, utt_pad_proportion=0.08712, over 24446.11 utterances.], batch size: 54, lr: 9.20e-04
2022-08-21 07:59:30,882 INFO [train.py:927] (7/8) Epoch 2, batch 26150, giga_loss[loss=0.2985, simple_loss=0.3629, pruned_loss=0.117, over 12445.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03678, over 133.00 utterances.], tot_loss[loss=0.2922, simple_loss=0.3537, pruned_loss=0.1153, over 2474115.89 frames. utt_duration=429.3 frames, utt_pad_proportion=0.08958, over 23131.57 utterances.], libri_tot_loss[loss=0.2936, simple_loss=0.3548, pruned_loss=0.1162, over 2467006.73 frames. utt_duration=1170 frames, utt_pad_proportion=0.08181, over 8441.61 utterances.], giga_tot_loss[loss=0.2903, simple_loss=0.3519, pruned_loss=0.1143, over 2474422.03 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08551, over 24176.86 utterances.], batch size: 133, lr: 9.19e-04
2022-08-21 08:00:16,861 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-21 08:02:46,694 INFO [train.py:927] (7/8) Epoch 3, batch 50, giga_loss[loss=0.3198, simple_loss=0.3642, pruned_loss=0.1377, over 12372.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3525, pruned_loss=0.1012, over 548760.49 frames. utt_duration=489 frames, utt_pad_proportion=0.07102, over 4502.60 utterances.], libri_tot_loss[loss=0.266, simple_loss=0.3434, pruned_loss=0.0943, over 61565.47 frames. utt_duration=1332 frames, utt_pad_proportion=0.009951, over 185.06 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3535, pruned_loss=0.1019, over 499603.37 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07335, over 4376.99 utterances.], batch size: 258, lr: 9.12e-04
2022-08-21 08:04:30,693 INFO [train.py:927] (7/8) Epoch 3, batch 100, giga_loss[loss=0.2128, simple_loss=0.2867, pruned_loss=0.06947, over 12400.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02459, over 66.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3298, pruned_loss=0.08788, over 975722.06 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06703, over 7053.05 utterances.], libri_tot_loss[loss=0.263, simple_loss=0.3497, pruned_loss=0.08817, over 132802.31 frames. utt_duration=1441 frames, utt_pad_proportion=0.01106, over 369.09 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3273, pruned_loss=0.0881, over 890797.34 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06963, over 6948.35 utterances.], batch size: 66, lr: 9.11e-04
2022-08-21 08:06:13,048 INFO [train.py:927] (7/8) Epoch 3, batch 150, giga_loss[loss=0.262, simple_loss=0.3105, pruned_loss=0.1068, over 12371.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1017, over 257.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3159, pruned_loss=0.08041, over 1308441.36 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06547, over 9603.51 utterances.], libri_tot_loss[loss=0.2728, simple_loss=0.3676, pruned_loss=0.08898, over 190683.71 frames. utt_duration=1432 frames, utt_pad_proportion=0.01037, over 533.31 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3095, pruned_loss=0.07968, over 1211136.85 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06792, over 9551.37 utterances.], batch size: 257, lr: 9.11e-04
2022-08-21 08:07:55,705 INFO [train.py:927] (7/8) Epoch 3, batch 200, giga_loss[loss=0.2056, simple_loss=0.2826, pruned_loss=0.06431, over 12386.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3028, pruned_loss=0.07528, over 1566550.53 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06596, over 11493.25 utterances.], libri_tot_loss[loss=0.2663, simple_loss=0.3552, pruned_loss=0.08873, over 280466.39 frames. utt_duration=1293 frames, utt_pad_proportion=0.05673, over 868.56 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.2962, pruned_loss=0.07376, over 1450548.50 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06566, over 11494.32 utterances.], batch size: 133, lr: 9.11e-04
2022-08-21 08:09:38,845 INFO [train.py:927] (7/8) Epoch 3, batch 250, giga_loss[loss=0.2157, simple_loss=0.2878, pruned_loss=0.07178, over 12352.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02916, over 70.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2944, pruned_loss=0.07146, over 1767765.38 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05926, over 12717.26 utterances.], libri_tot_loss[loss=0.2648, simple_loss=0.3506, pruned_loss=0.08947, over 334632.14 frames. utt_duration=1296 frames, utt_pad_proportion=0.04972, over 1034.18 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2882, pruned_loss=0.06948, over 1657387.09 frames. utt_duration=518.3 frames, utt_pad_proportion=0.05964, over 12828.12 utterances.], batch size: 70, lr: 9.10e-04
2022-08-21 08:11:20,708 INFO [train.py:927] (7/8) Epoch 3, batch 300, giga_loss[loss=0.1956, simple_loss=0.2748, pruned_loss=0.05818, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03516, over 37.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.288, pruned_loss=0.06893, over 1924550.07 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06317, over 14458.83 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3458, pruned_loss=0.08822, over 366738.27 frames. utt_duration=1309 frames, utt_pad_proportion=0.04645, over 1122.30 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2829, pruned_loss=0.06723, over 1828858.72 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06371, over 14639.69 utterances.], batch size: 37, lr: 9.10e-04
2022-08-21 08:13:01,487 INFO [train.py:927] (7/8) Epoch 3, batch 350, giga_loss[loss=0.1572, simple_loss=0.2346, pruned_loss=0.03992, over 12354.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03249, over 58.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2856, pruned_loss=0.0682, over 2046883.09 frames. utt_duration=546 frames, utt_pad_proportion=0.0618, over 15035.68 utterances.], libri_tot_loss[loss=0.2627, simple_loss=0.3454, pruned_loss=0.09001, over 419124.99 frames. utt_duration=1216 frames, utt_pad_proportion=0.07117, over 1380.29 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2801, pruned_loss=0.06601, over 1959455.43 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06053, over 15250.82 utterances.], batch size: 58, lr: 9.09e-04
2022-08-21 08:14:43,358 INFO [train.py:927] (7/8) Epoch 3, batch 400, giga_loss[loss=0.1996, simple_loss=0.2729, pruned_loss=0.06318, over 12199.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03134, over 42.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2815, pruned_loss=0.06638, over 2141526.93 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06924, over 16307.09 utterances.], libri_tot_loss[loss=0.2628, simple_loss=0.3443, pruned_loss=0.0906, over 479878.62 frames. utt_duration=1220 frames, utt_pad_proportion=0.06501, over 1575.25 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2756, pruned_loss=0.06385, over 2061374.85 frames. utt_duration=496.1 frames, utt_pad_proportion=0.0686, over 16671.80 utterances.], batch size: 42, lr: 9.09e-04
2022-08-21 08:16:26,678 INFO [train.py:927] (7/8) Epoch 3, batch 450, giga_loss[loss=0.1746, simple_loss=0.2456, pruned_loss=0.05177, over 12432.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04146, over 31.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2775, pruned_loss=0.06414, over 2215120.01 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06749, over 16661.25 utterances.], libri_tot_loss[loss=0.2641, simple_loss=0.3473, pruned_loss=0.09049, over 509334.74 frames. utt_duration=1240 frames, utt_pad_proportion=0.06177, over 1645.32 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2712, pruned_loss=0.06178, over 2148138.14 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06737, over 17090.58 utterances.], batch size: 31, lr: 9.08e-04
2022-08-21 08:18:08,481 INFO [train.py:927] (7/8) Epoch 3, batch 500, giga_loss[loss=0.2488, simple_loss=0.328, pruned_loss=0.08483, over 12393.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02376, over 66.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2862, pruned_loss=0.06891, over 2272872.81 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06555, over 17076.23 utterances.], libri_tot_loss[loss=0.2656, simple_loss=0.3478, pruned_loss=0.0917, over 567559.10 frames. utt_duration=1199 frames, utt_pad_proportion=0.0715, over 1896.05 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2794, pruned_loss=0.0662, over 2213014.37 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06471, over 17619.39 utterances.], batch size: 66, lr: 9.08e-04
2022-08-21 08:19:53,281 INFO [train.py:927] (7/8) Epoch 3, batch 550, giga_loss[loss=0.2726, simple_loss=0.3422, pruned_loss=0.1015, over 12345.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03273, over 62.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.2994, pruned_loss=0.07586, over 2318363.46 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06553, over 17067.61 utterances.], libri_tot_loss[loss=0.2633, simple_loss=0.3453, pruned_loss=0.09061, over 614631.59 frames. utt_duration=1201 frames, utt_pad_proportion=0.06745, over 2048.90 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.2937, pruned_loss=0.07368, over 2266728.28 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06521, over 17694.08 utterances.], batch size: 62, lr: 9.08e-04
2022-08-21 08:21:37,180 INFO [train.py:927] (7/8) Epoch 3, batch 600, giga_loss[loss=0.2469, simple_loss=0.326, pruned_loss=0.08388, over 12377.00 frames. utt_duration=307 frames, utt_pad_proportion=0.05548, over 162.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3083, pruned_loss=0.08051, over 2352435.92 frames. utt_duration=515.1 frames, utt_pad_proportion=0.0696, over 18320.43 utterances.], libri_tot_loss[loss=0.264, simple_loss=0.3455, pruned_loss=0.09128, over 623892.44 frames. utt_duration=1201 frames, utt_pad_proportion=0.06647, over 2079.66 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3038, pruned_loss=0.0787, over 2311467.45 frames. utt_duration=492 frames, utt_pad_proportion=0.06934, over 18850.98 utterances.], batch size: 162, lr: 9.07e-04
2022-08-21 08:23:18,688 INFO [train.py:927] (7/8) Epoch 3, batch 650, giga_loss[loss=0.2327, simple_loss=0.316, pruned_loss=0.07465, over 12287.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03416, over 28.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3122, pruned_loss=0.08175, over 2379475.06 frames. utt_duration=527.7 frames, utt_pad_proportion=0.0668, over 18086.76 utterances.], libri_tot_loss[loss=0.265, simple_loss=0.3449, pruned_loss=0.09249, over 678716.80 frames. utt_duration=1192 frames, utt_pad_proportion=0.0657, over 2279.66 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3079, pruned_loss=0.07974, over 2343723.22 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06679, over 18773.99 utterances.], batch size: 28, lr: 9.07e-04
2022-08-21 08:25:02,371 INFO [train.py:927] (7/8) Epoch 3, batch 700, giga_loss[loss=0.2696, simple_loss=0.3421, pruned_loss=0.09857, over 12430.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03819, over 105.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3162, pruned_loss=0.08432, over 2401074.58 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06423, over 17557.23 utterances.], libri_tot_loss[loss=0.2633, simple_loss=0.3428, pruned_loss=0.09192, over 731937.54 frames. utt_duration=1213 frames, utt_pad_proportion=0.06075, over 2416.54 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3125, pruned_loss=0.08264, over 2370155.85 frames. utt_duration=516.9 frames, utt_pad_proportion=0.0649, over 18395.63 utterances.], batch size: 105, lr: 9.06e-04
2022-08-21 08:26:44,203 INFO [train.py:927] (7/8) Epoch 3, batch 750, libri_loss[loss=0.2542, simple_loss=0.342, pruned_loss=0.08318, over 12411.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007767, over 38.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3218, pruned_loss=0.08697, over 2416910.69 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06514, over 17847.07 utterances.], libri_tot_loss[loss=0.2612, simple_loss=0.3406, pruned_loss=0.09093, over 782993.26 frames. utt_duration=1238 frames, utt_pad_proportion=0.05705, over 2533.67 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3189, pruned_loss=0.08577, over 2390870.31 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06609, over 18816.79 utterances.], batch size: 38, lr: 9.06e-04
2022-08-21 08:28:26,352 INFO [train.py:927] (7/8) Epoch 3, batch 800, libri_loss[loss=0.2359, simple_loss=0.3195, pruned_loss=0.0762, over 12281.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006767, over 32.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3254, pruned_loss=0.08814, over 2428599.53 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06759, over 17692.05 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.3395, pruned_loss=0.0907, over 841021.17 frames. utt_duration=1217 frames, utt_pad_proportion=0.06445, over 2767.93 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3229, pruned_loss=0.08716, over 2406268.83 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06748, over 18740.19 utterances.], batch size: 32, lr: 9.05e-04
2022-08-21 08:30:09,583 INFO [train.py:927] (7/8) Epoch 3, batch 850, giga_loss[loss=0.2343, simple_loss=0.3201, pruned_loss=0.0743, over 12292.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02566, over 54.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3261, pruned_loss=0.08719, over 2437829.16 frames. utt_duration=559.2 frames, utt_pad_proportion=0.06587, over 17485.45 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.3391, pruned_loss=0.09025, over 857000.77 frames. utt_duration=1223 frames, utt_pad_proportion=0.06304, over 2807.15 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3242, pruned_loss=0.08653, over 2420175.23 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06604, over 18400.02 utterances.], batch size: 54, lr: 9.05e-04
2022-08-21 08:31:52,180 INFO [train.py:927] (7/8) Epoch 3, batch 900, giga_loss[loss=0.2548, simple_loss=0.339, pruned_loss=0.08524, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02496, over 45.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3263, pruned_loss=0.08632, over 2445785.72 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06226, over 17073.82 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3394, pruned_loss=0.09032, over 881161.78 frames. utt_duration=1226 frames, utt_pad_proportion=0.06109, over 2878.71 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3245, pruned_loss=0.08572, over 2431385.77 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06285, over 17939.54 utterances.], batch size: 45, lr: 9.05e-04
2022-08-21 08:33:37,575 INFO [train.py:927] (7/8) Epoch 3, batch 950, giga_loss[loss=0.2302, simple_loss=0.3207, pruned_loss=0.06992, over 12114.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03776, over 30.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3311, pruned_loss=0.09061, over 2451618.22 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06229, over 16855.04 utterances.], libri_tot_loss[loss=0.2625, simple_loss=0.3432, pruned_loss=0.09088, over 935695.81 frames. utt_duration=1241 frames, utt_pad_proportion=0.05779, over 3020.08 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3279, pruned_loss=0.08983, over 2439570.37 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06327, over 17859.23 utterances.], batch size: 30, lr: 9.04e-04
2022-08-21 08:35:20,296 INFO [train.py:927] (7/8) Epoch 3, batch 1000, giga_loss[loss=0.2654, simple_loss=0.3303, pruned_loss=0.1002, over 12449.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03745, over 123.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3308, pruned_loss=0.09156, over 2455864.26 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05863, over 16508.06 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3405, pruned_loss=0.08975, over 1003192.85 frames. utt_duration=1258 frames, utt_pad_proportion=0.05315, over 3194.83 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3287, pruned_loss=0.09137, over 2445562.57 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06048, over 17718.91 utterances.], batch size: 123, lr: 9.04e-04
2022-08-21 08:37:02,634 INFO [train.py:927] (7/8) Epoch 3, batch 1050, giga_loss[loss=0.2217, simple_loss=0.3053, pruned_loss=0.0691, over 12262.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.028, over 54.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3285, pruned_loss=0.09089, over 2459645.59 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05646, over 16050.42 utterances.], libri_tot_loss[loss=0.2592, simple_loss=0.3394, pruned_loss=0.08953, over 1025305.02 frames. utt_duration=1262 frames, utt_pad_proportion=0.05162, over 3253.61 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.327, pruned_loss=0.09083, over 2451142.50 frames. utt_duration=573.8 frames, utt_pad_proportion=0.0584, over 17130.60 utterances.], batch size: 54, lr: 9.03e-04
2022-08-21 08:38:48,557 INFO [train.py:927] (7/8) Epoch 3, batch 1100, giga_loss[loss=0.2551, simple_loss=0.3248, pruned_loss=0.09266, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04098, over 113.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.327, pruned_loss=0.09007, over 2462672.62 frames. utt_duration=595.5 frames, utt_pad_proportion=0.05697, over 16583.15 utterances.], libri_tot_loss[loss=0.2594, simple_loss=0.3393, pruned_loss=0.0897, over 1039859.25 frames. utt_duration=1263 frames, utt_pad_proportion=0.05064, over 3295.97 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3258, pruned_loss=0.08997, over 2455788.80 frames. utt_duration=562.7 frames, utt_pad_proportion=0.0586, over 17504.64 utterances.], batch size: 113, lr: 9.03e-04
2022-08-21 08:40:33,794 INFO [train.py:927] (7/8) Epoch 3, batch 1150, giga_loss[loss=0.2401, simple_loss=0.2903, pruned_loss=0.09497, over 12335.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.209, over 371.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3234, pruned_loss=0.08821, over 2466287.55 frames. utt_duration=581.2 frames, utt_pad_proportion=0.05806, over 17016.30 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3376, pruned_loss=0.08878, over 1089521.76 frames. utt_duration=1271 frames, utt_pad_proportion=0.04846, over 3432.37 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3227, pruned_loss=0.08847, over 2460248.43 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05968, over 18060.55 utterances.], batch size: 371, lr: 9.03e-04
2022-08-21 08:42:20,104 INFO [train.py:927] (7/8) Epoch 3, batch 1200, giga_loss[loss=0.2513, simple_loss=0.3182, pruned_loss=0.09221, over 12440.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04443, over 134.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3197, pruned_loss=0.08641, over 2468517.07 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06091, over 18032.57 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3393, pruned_loss=0.08929, over 1123804.56 frames. utt_duration=1247 frames, utt_pad_proportion=0.05686, over 3609.22 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3181, pruned_loss=0.08635, over 2463534.96 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06061, over 19028.94 utterances.], batch size: 134, lr: 9.02e-04
2022-08-21 08:44:13,081 INFO [train.py:927] (7/8) Epoch 3, batch 1250, giga_loss[loss=0.2303, simple_loss=0.3087, pruned_loss=0.07599, over 12347.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3189, pruned_loss=0.08564, over 2469544.34 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06306, over 17860.75 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3391, pruned_loss=0.08932, over 1143877.97 frames. utt_duration=1241 frames, utt_pad_proportion=0.05718, over 3691.54 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3173, pruned_loss=0.08553, over 2465618.06 frames. utt_duration=527 frames, utt_pad_proportion=0.06273, over 18768.49 utterances.], batch size: 97, lr: 9.02e-04
2022-08-21 08:45:56,607 INFO [train.py:927] (7/8) Epoch 3, batch 1300, giga_loss[loss=0.1794, simple_loss=0.256, pruned_loss=0.05138, over 12250.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03828, over 28.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3145, pruned_loss=0.08352, over 2469774.05 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05906, over 17416.58 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3387, pruned_loss=0.08918, over 1150394.58 frames. utt_duration=1244 frames, utt_pad_proportion=0.05674, over 3704.08 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3134, pruned_loss=0.08347, over 2466801.01 frames. utt_duration=544.4 frames, utt_pad_proportion=0.05904, over 18176.69 utterances.], batch size: 28, lr: 9.01e-04
2022-08-21 08:47:40,208 INFO [train.py:927] (7/8) Epoch 3, batch 1350, giga_loss[loss=0.232, simple_loss=0.3027, pruned_loss=0.08065, over 12362.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03165, over 62.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3118, pruned_loss=0.083, over 2471210.52 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05987, over 17141.08 utterances.], libri_tot_loss[loss=0.2592, simple_loss=0.3383, pruned_loss=0.09007, over 1189673.86 frames. utt_duration=1242 frames, utt_pad_proportion=0.05609, over 3835.03 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3103, pruned_loss=0.08241, over 2468687.36 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05997, over 17994.70 utterances.], batch size: 62, lr: 9.01e-04
2022-08-21 08:49:20,746 INFO [train.py:927] (7/8) Epoch 3, batch 1400, giga_loss[loss=0.2409, simple_loss=0.3005, pruned_loss=0.09062, over 12433.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.036, over 113.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3081, pruned_loss=0.08145, over 2472008.67 frames. utt_duration=609.4 frames, utt_pad_proportion=0.05494, over 16265.18 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3376, pruned_loss=0.08991, over 1227950.86 frames. utt_duration=1249 frames, utt_pad_proportion=0.05378, over 3938.60 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3066, pruned_loss=0.08084, over 2469707.17 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05575, over 17203.24 utterances.], batch size: 113, lr: 9.01e-04
2022-08-21 08:51:03,992 INFO [train.py:927] (7/8) Epoch 3, batch 1450, giga_loss[loss=0.2056, simple_loss=0.2796, pruned_loss=0.06575, over 12258.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02843, over 54.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3048, pruned_loss=0.07966, over 2472134.74 frames. utt_duration=620.1 frames, utt_pad_proportion=0.05218, over 15986.28 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3365, pruned_loss=0.08915, over 1264684.19 frames. utt_duration=1259 frames, utt_pad_proportion=0.05157, over 4021.32 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3033, pruned_loss=0.0793, over 2470396.92 frames. utt_duration=583.1 frames, utt_pad_proportion=0.05345, over 16989.56 utterances.], batch size: 54, lr: 9.00e-04
2022-08-21 08:52:46,495 INFO [train.py:927] (7/8) Epoch 3, batch 1500, giga_loss[loss=0.1964, simple_loss=0.2713, pruned_loss=0.0607, over 12262.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02788, over 54.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3015, pruned_loss=0.07841, over 2471566.01 frames. utt_duration=637.7 frames, utt_pad_proportion=0.05202, over 15538.53 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3362, pruned_loss=0.08889, over 1282780.90 frames. utt_duration=1267 frames, utt_pad_proportion=0.05082, over 4054.80 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3, pruned_loss=0.07811, over 2470123.44 frames. utt_duration=601.8 frames, utt_pad_proportion=0.05324, over 16460.24 utterances.], batch size: 54, lr: 9.00e-04
2022-08-21 08:54:30,000 INFO [train.py:927] (7/8) Epoch 3, batch 1550, giga_loss[loss=0.3403, simple_loss=0.3798, pruned_loss=0.1503, over 12388.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1076, over 259.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3021, pruned_loss=0.07928, over 2472219.27 frames. utt_duration=644.8 frames, utt_pad_proportion=0.05011, over 15371.79 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3356, pruned_loss=0.08923, over 1305864.77 frames. utt_duration=1274 frames, utt_pad_proportion=0.04944, over 4103.35 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3006, pruned_loss=0.07868, over 2471543.62 frames. utt_duration=609.4 frames, utt_pad_proportion=0.05149, over 16261.46 utterances.], batch size: 259, lr: 8.99e-04
2022-08-21 08:56:12,953 INFO [train.py:927] (7/8) Epoch 3, batch 1600, libri_loss[loss=0.2241, simple_loss=0.3083, pruned_loss=0.06997, over 12247.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004648, over 34.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3079, pruned_loss=0.08287, over 2472282.49 frames. utt_duration=622.2 frames, utt_pad_proportion=0.05512, over 15930.90 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3345, pruned_loss=0.08882, over 1346125.15 frames. utt_duration=1278 frames, utt_pad_proportion=0.04779, over 4219.31 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3062, pruned_loss=0.08231, over 2471718.39 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05633, over 16896.97 utterances.], batch size: 34, lr: 8.99e-04
2022-08-21 08:57:55,752 INFO [train.py:927] (7/8) Epoch 3, batch 1650, giga_loss[loss=0.2706, simple_loss=0.3571, pruned_loss=0.09204, over 12438.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04171, over 114.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3146, pruned_loss=0.0862, over 2472750.86 frames. utt_duration=599.1 frames, utt_pad_proportion=0.0583, over 16551.54 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3331, pruned_loss=0.08809, over 1384811.29 frames. utt_duration=1285 frames, utt_pad_proportion=0.04573, over 4315.24 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3132, pruned_loss=0.086, over 2472428.48 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05973, over 17626.35 utterances.], batch size: 114, lr: 8.98e-04
2022-08-21 08:59:38,723 INFO [train.py:927] (7/8) Epoch 3, batch 1700, giga_loss[loss=0.2418, simple_loss=0.3252, pruned_loss=0.07925, over 12443.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03212, over 75.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3227, pruned_loss=0.08998, over 2472626.76 frames. utt_duration=578.7 frames, utt_pad_proportion=0.05966, over 17134.15 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3343, pruned_loss=0.08806, over 1411744.50 frames. utt_duration=1288 frames, utt_pad_proportion=0.04434, over 4388.62 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3206, pruned_loss=0.08984, over 2472365.64 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06109, over 18211.12 utterances.], batch size: 75, lr: 8.98e-04
2022-08-21 09:01:18,033 INFO [train.py:927] (7/8) Epoch 3, batch 1750, giga_loss[loss=0.2787, simple_loss=0.3404, pruned_loss=0.1085, over 12209.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03272, over 39.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3257, pruned_loss=0.0913, over 2472134.62 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06176, over 17206.13 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3333, pruned_loss=0.08756, over 1447896.22 frames. utt_duration=1298 frames, utt_pad_proportion=0.04238, over 4466.80 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3243, pruned_loss=0.09159, over 2472328.25 frames. utt_duration=538.1 frames, utt_pad_proportion=0.0635, over 18428.83 utterances.], batch size: 39, lr: 8.98e-04
2022-08-21 09:02:59,160 INFO [train.py:927] (7/8) Epoch 3, batch 1800, giga_loss[loss=0.2269, simple_loss=0.3108, pruned_loss=0.07152, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03384, over 98.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3237, pruned_loss=0.089, over 2472101.67 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06971, over 17588.02 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3333, pruned_loss=0.08778, over 1473077.65 frames. utt_duration=1280 frames, utt_pad_proportion=0.04842, over 4607.32 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3224, pruned_loss=0.0892, over 2472413.48 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06965, over 18724.48 utterances.], batch size: 98, lr: 8.97e-04
2022-08-21 09:04:41,915 INFO [train.py:927] (7/8) Epoch 3, batch 1850, giga_loss[loss=0.2686, simple_loss=0.3489, pruned_loss=0.09412, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3247, pruned_loss=0.08896, over 2472316.49 frames. utt_duration=536.3 frames, utt_pad_proportion=0.07549, over 18490.64 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.333, pruned_loss=0.08762, over 1482871.83 frames. utt_duration=1278 frames, utt_pad_proportion=0.04844, over 4646.10 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3237, pruned_loss=0.08921, over 2472716.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.07528, over 19472.34 utterances.], batch size: 97, lr: 8.97e-04
2022-08-21 09:06:25,889 INFO [train.py:927] (7/8) Epoch 3, batch 1900, giga_loss[loss=0.2344, simple_loss=0.3133, pruned_loss=0.07777, over 12344.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03018, over 70.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3267, pruned_loss=0.09078, over 2472507.52 frames. utt_duration=540.1 frames, utt_pad_proportion=0.07497, over 18361.62 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3325, pruned_loss=0.08733, over 1516723.36 frames. utt_duration=1287 frames, utt_pad_proportion=0.04655, over 4719.30 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3261, pruned_loss=0.09126, over 2473099.28 frames. utt_duration=507.7 frames, utt_pad_proportion=0.07562, over 19543.30 utterances.], batch size: 70, lr: 8.96e-04
2022-08-21 09:08:09,075 INFO [train.py:927] (7/8) Epoch 3, batch 1950, giga_loss[loss=0.2394, simple_loss=0.3194, pruned_loss=0.07973, over 12412.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03439, over 75.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3283, pruned_loss=0.09219, over 2473060.39 frames. utt_duration=542.6 frames, utt_pad_proportion=0.07361, over 18279.88 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3315, pruned_loss=0.08675, over 1549264.56 frames. utt_duration=1277 frames, utt_pad_proportion=0.0525, over 4858.64 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3283, pruned_loss=0.09307, over 2473946.67 frames. utt_duration=507.6 frames, utt_pad_proportion=0.0734, over 19551.41 utterances.], batch size: 75, lr: 8.96e-04
2022-08-21 09:09:53,203 INFO [train.py:927] (7/8) Epoch 3, batch 2000, giga_loss[loss=0.275, simple_loss=0.3239, pruned_loss=0.1131, over 12345.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2045, over 369.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3293, pruned_loss=0.0928, over 2472938.97 frames. utt_duration=542.2 frames, utt_pad_proportion=0.07116, over 18292.74 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3316, pruned_loss=0.0867, over 1558697.25 frames. utt_duration=1279 frames, utt_pad_proportion=0.05182, over 4880.99 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3292, pruned_loss=0.09357, over 2473441.28 frames. utt_duration=511.7 frames, utt_pad_proportion=0.07133, over 19390.92 utterances.], batch size: 369, lr: 8.96e-04
2022-08-21 09:11:32,687 INFO [train.py:927] (7/8) Epoch 3, batch 2050, libri_loss[loss=0.2325, simple_loss=0.3169, pruned_loss=0.07406, over 12384.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.007048, over 34.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3315, pruned_loss=0.09317, over 2472768.63 frames. utt_duration=552.1 frames, utt_pad_proportion=0.0684, over 17963.58 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3321, pruned_loss=0.0869, over 1585940.90 frames. utt_duration=1284 frames, utt_pad_proportion=0.05005, over 4944.62 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3311, pruned_loss=0.09386, over 2473023.21 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06927, over 19142.54 utterances.], batch size: 34, lr: 8.95e-04
2022-08-21 09:13:16,199 INFO [train.py:927] (7/8) Epoch 3, batch 2100, giga_loss[loss=0.26, simple_loss=0.3252, pruned_loss=0.09737, over 12339.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03048, over 91.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3301, pruned_loss=0.09223, over 2472936.59 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06351, over 17001.68 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3316, pruned_loss=0.08687, over 1607928.73 frames. utt_duration=1285 frames, utt_pad_proportion=0.04914, over 5011.43 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3301, pruned_loss=0.09292, over 2473127.84 frames. utt_duration=546 frames, utt_pad_proportion=0.06489, over 18169.29 utterances.], batch size: 91, lr: 8.95e-04
2022-08-21 09:14:57,946 INFO [train.py:927] (7/8) Epoch 3, batch 2150, giga_loss[loss=0.2776, simple_loss=0.3427, pruned_loss=0.1063, over 12396.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02531, over 48.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3279, pruned_loss=0.09066, over 2473117.76 frames. utt_duration=611.4 frames, utt_pad_proportion=0.06104, over 16219.35 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3305, pruned_loss=0.08635, over 1620732.49 frames. utt_duration=1291 frames, utt_pad_proportion=0.04856, over 5029.13 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3285, pruned_loss=0.09156, over 2473360.81 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06255, over 17276.85 utterances.], batch size: 48, lr: 8.94e-04
2022-08-21 09:16:40,028 INFO [train.py:927] (7/8) Epoch 3, batch 2200, libri_loss[loss=0.2938, simple_loss=0.3634, pruned_loss=0.1122, over 12285.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.06664, over 51.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3287, pruned_loss=0.0906, over 2472042.54 frames. utt_duration=642.3 frames, utt_pad_proportion=0.0594, over 15429.66 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3318, pruned_loss=0.08672, over 1649953.96 frames. utt_duration=1268 frames, utt_pad_proportion=0.0542, over 5211.25 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3282, pruned_loss=0.09122, over 2472379.98 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05931, over 16459.01 utterances.], batch size: 51, lr: 8.94e-04
2022-08-21 09:18:21,993 INFO [train.py:927] (7/8) Epoch 3, batch 2250, libri_loss[loss=0.246, simple_loss=0.3274, pruned_loss=0.08223, over 12428.00 frames. utt_duration=957.6 frames, utt_pad_proportion=0.07387, over 52.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3292, pruned_loss=0.09072, over 2472328.50 frames. utt_duration=605.7 frames, utt_pad_proportion=0.0629, over 16367.58 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3321, pruned_loss=0.08701, over 1658095.51 frames. utt_duration=1266 frames, utt_pad_proportion=0.05408, over 5245.10 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3287, pruned_loss=0.0911, over 2472629.98 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06273, over 17244.02 utterances.], batch size: 52, lr: 8.94e-04
2022-08-21 09:20:06,135 INFO [train.py:927] (7/8) Epoch 3, batch 2300, giga_loss[loss=0.2714, simple_loss=0.3437, pruned_loss=0.09957, over 12426.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04483, over 34.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3286, pruned_loss=0.09026, over 2472930.64 frames. utt_duration=624.3 frames, utt_pad_proportion=0.06134, over 15881.82 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3329, pruned_loss=0.08739, over 1670436.56 frames. utt_duration=1240 frames, utt_pad_proportion=0.06134, over 5393.39 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3277, pruned_loss=0.09037, over 2472999.95 frames. utt_duration=597.7 frames, utt_pad_proportion=0.05939, over 16590.57 utterances.], batch size: 34, lr: 8.93e-04
2022-08-21 09:21:49,739 INFO [train.py:927] (7/8) Epoch 3, batch 2350, libri_loss[loss=0.2239, simple_loss=0.2946, pruned_loss=0.07667, over 12174.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009892, over 30.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3257, pruned_loss=0.08897, over 2472369.93 frames. utt_duration=600.8 frames, utt_pad_proportion=0.06233, over 16501.18 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3319, pruned_loss=0.08685, over 1694026.80 frames. utt_duration=1248 frames, utt_pad_proportion=0.05954, over 5436.96 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3254, pruned_loss=0.08946, over 2472608.76 frames. utt_duration=572.4 frames, utt_pad_proportion=0.06131, over 17325.11 utterances.], batch size: 30, lr: 8.93e-04
2022-08-21 09:23:32,137 INFO [train.py:927] (7/8) Epoch 3, batch 2400, giga_loss[loss=0.245, simple_loss=0.308, pruned_loss=0.09097, over 12332.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2011, over 367.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3232, pruned_loss=0.08812, over 2472373.02 frames. utt_duration=614.8 frames, utt_pad_proportion=0.06451, over 16124.14 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3315, pruned_loss=0.08693, over 1713092.38 frames. utt_duration=1252 frames, utt_pad_proportion=0.0579, over 5477.61 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3231, pruned_loss=0.08851, over 2472740.81 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06409, over 16987.28 utterances.], batch size: 367, lr: 8.92e-04
2022-08-21 09:25:15,811 INFO [train.py:927] (7/8) Epoch 3, batch 2450, giga_loss[loss=0.209, simple_loss=0.2818, pruned_loss=0.06815, over 12149.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03263, over 36.00 utterances.], tot_loss[loss=0.247, simple_loss=0.32, pruned_loss=0.08699, over 2471930.39 frames. utt_duration=632.6 frames, utt_pad_proportion=0.06036, over 15667.58 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3314, pruned_loss=0.08686, over 1728212.15 frames. utt_duration=1258 frames, utt_pad_proportion=0.05674, over 5500.89 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3198, pruned_loss=0.08735, over 2472163.49 frames. utt_duration=600.2 frames, utt_pad_proportion=0.0606, over 16516.71 utterances.], batch size: 36, lr: 8.92e-04
2022-08-21 09:26:55,879 INFO [train.py:927] (7/8) Epoch 3, batch 2500, giga_loss[loss=0.2223, simple_loss=0.3052, pruned_loss=0.06964, over 12431.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3174, pruned_loss=0.08548, over 2472390.76 frames. utt_duration=639.4 frames, utt_pad_proportion=0.05736, over 15503.03 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3315, pruned_loss=0.08682, over 1757016.14 frames. utt_duration=1255 frames, utt_pad_proportion=0.05684, over 5606.63 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3167, pruned_loss=0.08578, over 2472964.66 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05768, over 16459.83 utterances.], batch size: 75, lr: 8.92e-04
2022-08-21 09:28:38,340 INFO [train.py:927] (7/8) Epoch 3, batch 2550, giga_loss[loss=0.2473, simple_loss=0.3248, pruned_loss=0.08485, over 12366.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02833, over 48.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.316, pruned_loss=0.08509, over 2472594.20 frames. utt_duration=633 frames, utt_pad_proportion=0.05601, over 15660.40 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3313, pruned_loss=0.08676, over 1771303.49 frames. utt_duration=1257 frames, utt_pad_proportion=0.05574, over 5644.10 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3154, pruned_loss=0.08536, over 2472966.81 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05664, over 16557.35 utterances.], batch size: 48, lr: 8.91e-04
2022-08-21 09:30:20,538 INFO [train.py:927] (7/8) Epoch 3, batch 2600, giga_loss[loss=0.2223, simple_loss=0.3119, pruned_loss=0.06639, over 12456.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03094, over 75.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3181, pruned_loss=0.0859, over 2473244.74 frames. utt_duration=606.6 frames, utt_pad_proportion=0.05337, over 16349.92 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3314, pruned_loss=0.08686, over 1781683.62 frames. utt_duration=1259 frames, utt_pad_proportion=0.05486, over 5665.37 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3174, pruned_loss=0.08602, over 2473600.36 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05421, over 17175.80 utterances.], batch size: 75, lr: 8.91e-04
2022-08-21 09:32:01,797 INFO [train.py:927] (7/8) Epoch 3, batch 2650, giga_loss[loss=0.2098, simple_loss=0.2972, pruned_loss=0.06116, over 12273.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02699, over 54.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3197, pruned_loss=0.08662, over 2473872.18 frames. utt_duration=565 frames, utt_pad_proportion=0.05798, over 17559.49 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.331, pruned_loss=0.08738, over 1801940.10 frames. utt_duration=1248 frames, utt_pad_proportion=0.06019, over 5783.27 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.319, pruned_loss=0.08639, over 2474366.35 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05696, over 18426.56 utterances.], batch size: 54, lr: 8.90e-04
2022-08-21 09:33:42,516 INFO [train.py:927] (7/8) Epoch 3, batch 2700, libri_loss[loss=0.252, simple_loss=0.3276, pruned_loss=0.08816, over 12340.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006334, over 33.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3181, pruned_loss=0.08506, over 2473883.93 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05759, over 17812.14 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3303, pruned_loss=0.08705, over 1818240.05 frames. utt_duration=1257 frames, utt_pad_proportion=0.05904, over 5792.64 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3177, pruned_loss=0.08504, over 2474578.98 frames. utt_duration=528.9 frames, utt_pad_proportion=0.05713, over 18766.78 utterances.], batch size: 33, lr: 8.90e-04
2022-08-21 09:35:23,369 INFO [train.py:927] (7/8) Epoch 3, batch 2750, giga_loss[loss=0.2339, simple_loss=0.3023, pruned_loss=0.08271, over 12313.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03241, over 48.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3201, pruned_loss=0.08586, over 2474942.87 frames. utt_duration=532.5 frames, utt_pad_proportion=0.05646, over 18642.72 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3305, pruned_loss=0.08678, over 1827912.30 frames. utt_duration=1254 frames, utt_pad_proportion=0.05917, over 5835.70 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3195, pruned_loss=0.086, over 2475593.41 frames. utt_duration=509 frames, utt_pad_proportion=0.0561, over 19512.43 utterances.], batch size: 48, lr: 8.90e-04
2022-08-21 09:37:05,693 INFO [train.py:927] (7/8) Epoch 3, batch 2800, giga_loss[loss=0.2587, simple_loss=0.3296, pruned_loss=0.09386, over 12387.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02685, over 70.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3233, pruned_loss=0.08727, over 2474713.24 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05824, over 18336.59 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3321, pruned_loss=0.08697, over 1843878.05 frames. utt_duration=1250 frames, utt_pad_proportion=0.05919, over 5908.91 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3217, pruned_loss=0.08726, over 2475287.95 frames. utt_duration=515.8 frames, utt_pad_proportion=0.05785, over 19252.11 utterances.], batch size: 70, lr: 8.89e-04
2022-08-21 09:38:47,388 INFO [train.py:927] (7/8) Epoch 3, batch 2850, giga_loss[loss=0.2263, simple_loss=0.3048, pruned_loss=0.07387, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02921, over 45.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3235, pruned_loss=0.08708, over 2474518.49 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05971, over 17778.24 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.332, pruned_loss=0.08719, over 1856093.24 frames. utt_duration=1238 frames, utt_pad_proportion=0.06312, over 6003.14 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3221, pruned_loss=0.08693, over 2475245.82 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05817, over 18631.80 utterances.], batch size: 45, lr: 8.89e-04
2022-08-21 09:40:28,364 INFO [train.py:927] (7/8) Epoch 3, batch 2900, giga_loss[loss=0.2408, simple_loss=0.3183, pruned_loss=0.08163, over 12279.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03027, over 45.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3247, pruned_loss=0.088, over 2474938.13 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05953, over 17805.92 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3323, pruned_loss=0.08761, over 1877531.39 frames. utt_duration=1239 frames, utt_pad_proportion=0.06103, over 6067.97 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3231, pruned_loss=0.08759, over 2475426.13 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05892, over 18809.95 utterances.], batch size: 45, lr: 8.88e-04
2022-08-21 09:42:08,348 INFO [train.py:927] (7/8) Epoch 3, batch 2950, giga_loss[loss=0.2419, simple_loss=0.3154, pruned_loss=0.08423, over 12341.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03054, over 91.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3243, pruned_loss=0.08775, over 2474220.91 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05927, over 16982.77 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3335, pruned_loss=0.08812, over 1892345.03 frames. utt_duration=1225 frames, utt_pad_proportion=0.06505, over 6186.28 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3221, pruned_loss=0.08706, over 2474589.14 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05755, over 17934.56 utterances.], batch size: 91, lr: 8.88e-04
2022-08-21 09:43:49,139 INFO [train.py:927] (7/8) Epoch 3, batch 3000, giga_loss[loss=0.2362, simple_loss=0.3047, pruned_loss=0.08386, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03176, over 39.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3208, pruned_loss=0.08584, over 2474054.34 frames. utt_duration=611.1 frames, utt_pad_proportion=0.05556, over 16234.84 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3339, pruned_loss=0.08855, over 1901133.79 frames. utt_duration=1226 frames, utt_pad_proportion=0.06414, over 6208.35 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3186, pruned_loss=0.085, over 2474279.08 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05455, over 17105.13 utterances.], batch size: 39, lr: 8.88e-04
2022-08-21 09:43:49,140 INFO [train.py:958] (7/8) Computing validation loss
2022-08-21 09:44:02,981 INFO [train.py:967] (7/8) 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 09:45:41,049 INFO [train.py:927] (7/8) Epoch 3, batch 3050, giga_loss[loss=0.3271, simple_loss=0.3903, pruned_loss=0.132, over 12370.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07501, over 212.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3226, pruned_loss=0.08595, over 2474123.90 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05966, over 17097.42 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.334, pruned_loss=0.08875, over 1915028.09 frames. utt_duration=1215 frames, utt_pad_proportion=0.06825, over 6313.13 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3205, pruned_loss=0.08512, over 2474592.16 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05749, over 17936.34 utterances.], batch size: 212, lr: 8.87e-04
2022-08-21 09:47:20,163 INFO [train.py:927] (7/8) Epoch 3, batch 3100, giga_loss[loss=0.206, simple_loss=0.2861, pruned_loss=0.063, over 12446.00 frames. utt_duration=859.8 frames, utt_pad_proportion=0.0252, over 58.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3241, pruned_loss=0.08727, over 2474329.80 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05705, over 17293.00 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3348, pruned_loss=0.08896, over 1923233.34 frames. utt_duration=1211 frames, utt_pad_proportion=0.06833, over 6361.29 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3218, pruned_loss=0.08643, over 2474826.16 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05534, over 18056.43 utterances.], batch size: 58, lr: 8.87e-04
2022-08-21 09:49:00,597 INFO [train.py:927] (7/8) Epoch 3, batch 3150, giga_loss[loss=0.221, simple_loss=0.2976, pruned_loss=0.07217, over 12378.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03065, over 51.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.322, pruned_loss=0.08727, over 2474187.09 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05361, over 16616.81 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3347, pruned_loss=0.08905, over 1939537.74 frames. utt_duration=1218 frames, utt_pad_proportion=0.06641, over 6379.22 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3199, pruned_loss=0.08649, over 2474614.25 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05283, over 17496.98 utterances.], batch size: 51, lr: 8.86e-04
2022-08-21 09:50:39,846 INFO [train.py:927] (7/8) Epoch 3, batch 3200, giga_loss[loss=0.2261, simple_loss=0.3092, pruned_loss=0.07149, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03269, over 97.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3202, pruned_loss=0.08701, over 2474210.38 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05231, over 16551.46 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3341, pruned_loss=0.0887, over 1960231.21 frames. utt_duration=1228 frames, utt_pad_proportion=0.06398, over 6394.77 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3185, pruned_loss=0.08658, over 2474841.08 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05239, over 17620.67 utterances.], batch size: 97, lr: 8.86e-04
2022-08-21 09:52:27,467 INFO [train.py:927] (7/8) Epoch 3, batch 3250, giga_loss[loss=0.2418, simple_loss=0.3111, pruned_loss=0.08629, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04248, over 146.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3164, pruned_loss=0.08493, over 2473921.43 frames. utt_duration=609.4 frames, utt_pad_proportion=0.04964, over 16278.93 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.334, pruned_loss=0.08876, over 1970113.41 frames. utt_duration=1233 frames, utt_pad_proportion=0.06303, over 6399.81 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3148, pruned_loss=0.0845, over 2474688.56 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05007, over 17302.26 utterances.], batch size: 146, lr: 8.86e-04
2022-08-21 09:54:08,578 INFO [train.py:927] (7/8) Epoch 3, batch 3300, giga_loss[loss=0.258, simple_loss=0.3282, pruned_loss=0.09384, over 12378.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03294, over 122.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.313, pruned_loss=0.08342, over 2474276.30 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05025, over 16269.64 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3342, pruned_loss=0.08884, over 1980224.84 frames. utt_duration=1234 frames, utt_pad_proportion=0.0619, over 6425.66 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3114, pruned_loss=0.08295, over 2474789.53 frames. utt_duration=576.3 frames, utt_pad_proportion=0.0508, over 17221.59 utterances.], batch size: 122, lr: 8.85e-04
2022-08-21 09:55:49,786 INFO [train.py:927] (7/8) Epoch 3, batch 3350, giga_loss[loss=0.2315, simple_loss=0.3067, pruned_loss=0.07811, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03046, over 45.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3141, pruned_loss=0.084, over 2474331.66 frames. utt_duration=600.9 frames, utt_pad_proportion=0.05326, over 16510.84 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3337, pruned_loss=0.08874, over 1987462.62 frames. utt_duration=1240 frames, utt_pad_proportion=0.06128, over 6421.30 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3129, pruned_loss=0.08364, over 2474861.68 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05374, over 17407.74 utterances.], batch size: 45, lr: 8.85e-04
2022-08-21 09:57:30,300 INFO [train.py:927] (7/8) Epoch 3, batch 3400, libri_loss[loss=0.2874, simple_loss=0.4489, pruned_loss=0.06297, over 12254.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.0117, over 28.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.318, pruned_loss=0.08539, over 2473426.16 frames. utt_duration=596.3 frames, utt_pad_proportion=0.05417, over 16635.04 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3347, pruned_loss=0.08863, over 1992191.87 frames. utt_duration=1242 frames, utt_pad_proportion=0.06077, over 6426.04 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.316, pruned_loss=0.08516, over 2473962.65 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05467, over 17434.68 utterances.], batch size: 28, lr: 8.84e-04
2022-08-21 09:59:12,473 INFO [train.py:927] (7/8) Epoch 3, batch 3450, giga_loss[loss=0.2633, simple_loss=0.3387, pruned_loss=0.09401, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04268, over 31.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3213, pruned_loss=0.08709, over 2473806.52 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05294, over 16762.35 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.335, pruned_loss=0.08876, over 2004238.43 frames. utt_duration=1241 frames, utt_pad_proportion=0.06025, over 6469.62 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3192, pruned_loss=0.08679, over 2474139.27 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05351, over 17590.08 utterances.], batch size: 31, lr: 8.84e-04
2022-08-21 10:00:58,611 INFO [train.py:927] (7/8) Epoch 3, batch 3500, giga_loss[loss=0.2973, simple_loss=0.3648, pruned_loss=0.1149, over 12349.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03236, over 85.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3302, pruned_loss=0.09509, over 2474391.40 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06218, over 18150.83 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3351, pruned_loss=0.08892, over 2018134.46 frames. utt_duration=1229 frames, utt_pad_proportion=0.06356, over 6578.60 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3282, pruned_loss=0.09478, over 2474681.14 frames. utt_duration=522.3 frames, utt_pad_proportion=0.0612, over 19007.99 utterances.], batch size: 85, lr: 8.84e-04
2022-08-21 10:02:40,284 INFO [train.py:927] (7/8) Epoch 3, batch 3550, giga_loss[loss=0.3147, simple_loss=0.375, pruned_loss=0.1272, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03707, over 105.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3354, pruned_loss=0.09869, over 2474728.05 frames. utt_duration=534.6 frames, utt_pad_proportion=0.0677, over 18569.65 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3346, pruned_loss=0.08871, over 2033760.88 frames. utt_duration=1236 frames, utt_pad_proportion=0.06165, over 6589.33 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.334, pruned_loss=0.0988, over 2475047.97 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06719, over 19598.29 utterances.], batch size: 105, lr: 8.83e-04
2022-08-21 10:04:25,190 INFO [train.py:927] (7/8) Epoch 3, batch 3600, giga_loss[loss=0.4018, simple_loss=0.4132, pruned_loss=0.1952, over 12351.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2086, over 371.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3424, pruned_loss=0.1045, over 2474470.90 frames. utt_duration=526.9 frames, utt_pad_proportion=0.07268, over 18837.12 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3347, pruned_loss=0.08893, over 2051111.34 frames. utt_duration=1235 frames, utt_pad_proportion=0.06089, over 6649.53 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3415, pruned_loss=0.1049, over 2474708.43 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07241, over 20073.73 utterances.], batch size: 371, lr: 8.83e-04
2022-08-21 10:06:10,229 INFO [train.py:927] (7/8) Epoch 3, batch 3650, giga_loss[loss=0.2879, simple_loss=0.3534, pruned_loss=0.1112, over 12167.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.02984, over 39.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.349, pruned_loss=0.1101, over 2474439.82 frames. utt_duration=504 frames, utt_pad_proportion=0.07253, over 19696.91 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3353, pruned_loss=0.08921, over 2059725.05 frames. utt_duration=1236 frames, utt_pad_proportion=0.05976, over 6671.36 utterances.], giga_tot_loss[loss=0.2846, simple_loss=0.348, pruned_loss=0.1106, over 2474445.73 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07272, over 20885.58 utterances.], batch size: 39, lr: 8.83e-04
2022-08-21 10:07:55,242 INFO [train.py:927] (7/8) Epoch 3, batch 3700, giga_loss[loss=0.2982, simple_loss=0.3595, pruned_loss=0.1185, over 12348.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02948, over 91.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3549, pruned_loss=0.1167, over 2474419.64 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07714, over 21002.68 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3347, pruned_loss=0.08899, over 2071764.74 frames. utt_duration=1244 frames, utt_pad_proportion=0.0585, over 6672.24 utterances.], giga_tot_loss[loss=0.2953, simple_loss=0.3549, pruned_loss=0.1178, over 2474630.30 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07743, over 22298.97 utterances.], batch size: 91, lr: 8.82e-04
2022-08-21 10:09:43,177 INFO [train.py:927] (7/8) Epoch 3, batch 3750, giga_loss[loss=0.3489, simple_loss=0.3888, pruned_loss=0.1545, over 12414.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04275, over 146.00 utterances.], tot_loss[loss=0.3015, simple_loss=0.3599, pruned_loss=0.1216, over 2474426.45 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07741, over 21116.99 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3342, pruned_loss=0.08882, over 2091236.95 frames. utt_duration=1235 frames, utt_pad_proportion=0.06177, over 6783.92 utterances.], giga_tot_loss[loss=0.3046, simple_loss=0.3614, pruned_loss=0.1239, over 2474793.77 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07709, over 22721.07 utterances.], batch size: 146, lr: 8.82e-04
2022-08-21 10:11:32,088 INFO [train.py:927] (7/8) Epoch 3, batch 3800, giga_loss[loss=0.2697, simple_loss=0.3319, pruned_loss=0.1038, over 12462.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03018, over 80.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3591, pruned_loss=0.1215, over 2473702.74 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07633, over 20717.64 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3342, pruned_loss=0.08881, over 2102167.75 frames. utt_duration=1239 frames, utt_pad_proportion=0.06064, over 6792.22 utterances.], giga_tot_loss[loss=0.3047, simple_loss=0.3609, pruned_loss=0.1242, over 2474358.69 frames. utt_duration=444 frames, utt_pad_proportion=0.07656, over 22367.13 utterances.], batch size: 80, lr: 8.81e-04
2022-08-21 10:13:16,261 INFO [train.py:927] (7/8) Epoch 3, batch 3850, giga_loss[loss=0.2851, simple_loss=0.3526, pruned_loss=0.1088, over 12459.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03738, over 40.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3592, pruned_loss=0.1209, over 2474256.16 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07538, over 21015.03 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3341, pruned_loss=0.08892, over 2109825.35 frames. utt_duration=1244 frames, utt_pad_proportion=0.05958, over 6793.40 utterances.], giga_tot_loss[loss=0.3041, simple_loss=0.3611, pruned_loss=0.1236, over 2474521.15 frames. utt_duration=439.9 frames, utt_pad_proportion=0.076, over 22574.60 utterances.], batch size: 40, lr: 8.81e-04
2022-08-21 10:15:01,196 INFO [train.py:927] (7/8) Epoch 3, batch 3900, giga_loss[loss=0.3247, simple_loss=0.3824, pruned_loss=0.1335, over 12420.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03885, over 133.00 utterances.], tot_loss[loss=0.305, simple_loss=0.3624, pruned_loss=0.1238, over 2473908.34 frames. utt_duration=436.5 frames, utt_pad_proportion=0.08166, over 22744.83 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3342, pruned_loss=0.08907, over 2120181.56 frames. utt_duration=1245 frames, utt_pad_proportion=0.05826, over 6821.36 utterances.], giga_tot_loss[loss=0.309, simple_loss=0.3646, pruned_loss=0.1267, over 2474517.95 frames. utt_duration=407.6 frames, utt_pad_proportion=0.08222, over 24370.77 utterances.], batch size: 133, lr: 8.81e-04
2022-08-21 10:16:50,304 INFO [train.py:927] (7/8) Epoch 3, batch 3950, giga_loss[loss=0.2909, simple_loss=0.3585, pruned_loss=0.1117, over 12381.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03248, over 122.00 utterances.], tot_loss[loss=0.3042, simple_loss=0.3624, pruned_loss=0.123, over 2474633.55 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08267, over 23791.40 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3342, pruned_loss=0.08907, over 2120181.56 frames. utt_duration=1245 frames, utt_pad_proportion=0.05826, over 6821.36 utterances.], giga_tot_loss[loss=0.3073, simple_loss=0.3641, pruned_loss=0.1253, over 2475108.01 frames. utt_duration=396.6 frames, utt_pad_proportion=0.08304, over 25056.89 utterances.], batch size: 122, lr: 8.80e-04
2022-08-21 10:18:34,924 INFO [train.py:927] (7/8) Epoch 3, batch 4000, libri_loss[loss=0.4234, simple_loss=0.5812, pruned_loss=0.1328, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005659, over 34.00 utterances.], tot_loss[loss=0.2973, simple_loss=0.3586, pruned_loss=0.118, over 2474602.55 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07974, over 22794.21 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3357, pruned_loss=0.08935, over 2128665.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.05701, over 6828.68 utterances.], giga_tot_loss[loss=0.2999, simple_loss=0.3593, pruned_loss=0.1203, over 2475263.59 frames. utt_duration=410.8 frames, utt_pad_proportion=0.08069, over 24185.50 utterances.], batch size: 34, lr: 8.80e-04
2022-08-21 10:20:20,104 INFO [train.py:927] (7/8) Epoch 3, batch 4050, giga_loss[loss=0.3171, simple_loss=0.3635, pruned_loss=0.1353, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05366, over 162.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.3559, pruned_loss=0.1162, over 2474898.71 frames. utt_duration=443.7 frames, utt_pad_proportion=0.08051, over 22382.53 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3357, pruned_loss=0.08966, over 2136926.57 frames. utt_duration=1253 frames, utt_pad_proportion=0.05583, over 6830.91 utterances.], giga_tot_loss[loss=0.2969, simple_loss=0.357, pruned_loss=0.1184, over 2475691.14 frames. utt_duration=416.8 frames, utt_pad_proportion=0.0817, over 23842.67 utterances.], batch size: 162, lr: 8.79e-04
2022-08-21 10:22:13,315 INFO [train.py:927] (7/8) Epoch 3, batch 4100, giga_loss[loss=0.2586, simple_loss=0.3361, pruned_loss=0.09051, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02925, over 48.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.3533, pruned_loss=0.1138, over 2474923.26 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07645, over 21606.36 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3353, pruned_loss=0.0896, over 2145424.32 frames. utt_duration=1258 frames, utt_pad_proportion=0.05485, over 6829.24 utterances.], giga_tot_loss[loss=0.2936, simple_loss=0.3549, pruned_loss=0.1162, over 2475425.19 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07808, over 23116.04 utterances.], batch size: 48, lr: 8.79e-04
2022-08-21 10:24:03,519 INFO [train.py:927] (7/8) Epoch 3, batch 4150, giga_loss[loss=0.2801, simple_loss=0.3584, pruned_loss=0.1009, over 12384.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03021, over 97.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3529, pruned_loss=0.1113, over 2475218.18 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07887, over 21738.36 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3346, pruned_loss=0.08933, over 2155128.18 frames. utt_duration=1250 frames, utt_pad_proportion=0.05893, over 6906.86 utterances.], giga_tot_loss[loss=0.2915, simple_loss=0.3551, pruned_loss=0.114, over 2475678.23 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07914, over 23263.63 utterances.], batch size: 97, lr: 8.79e-04
2022-08-21 10:25:49,371 INFO [train.py:927] (7/8) Epoch 3, batch 4200, giga_loss[loss=0.3279, simple_loss=0.3787, pruned_loss=0.1386, over 12386.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07406, over 212.00 utterances.], tot_loss[loss=0.2888, simple_loss=0.3545, pruned_loss=0.1115, over 2475331.50 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07378, over 21099.07 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3353, pruned_loss=0.0893, over 2167971.77 frames. utt_duration=1249 frames, utt_pad_proportion=0.05811, over 6952.98 utterances.], giga_tot_loss[loss=0.2927, simple_loss=0.3563, pruned_loss=0.1145, over 2475459.51 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07475, over 22826.16 utterances.], batch size: 212, lr: 8.78e-04
2022-08-21 10:27:37,120 INFO [train.py:927] (7/8) Epoch 3, batch 4250, giga_loss[loss=0.2945, simple_loss=0.3503, pruned_loss=0.1194, over 12460.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03758, over 37.00 utterances.], tot_loss[loss=0.2876, simple_loss=0.3532, pruned_loss=0.1109, over 2475485.87 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07045, over 20983.68 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3354, pruned_loss=0.08933, over 2173822.44 frames. utt_duration=1255 frames, utt_pad_proportion=0.05721, over 6939.00 utterances.], giga_tot_loss[loss=0.2912, simple_loss=0.355, pruned_loss=0.1137, over 2475815.44 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07178, over 22610.07 utterances.], batch size: 37, lr: 8.78e-04
2022-08-21 10:29:21,997 INFO [train.py:927] (7/8) Epoch 3, batch 4300, giga_loss[loss=0.3013, simple_loss=0.3409, pruned_loss=0.1309, over 12350.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2082, over 371.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3506, pruned_loss=0.1104, over 2474786.30 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07901, over 21698.76 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3354, pruned_loss=0.08933, over 2179424.27 frames. utt_duration=1254 frames, utt_pad_proportion=0.05649, over 6957.98 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3523, pruned_loss=0.113, over 2475410.43 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07981, over 23234.52 utterances.], batch size: 371, lr: 8.78e-04
2022-08-21 10:31:10,709 INFO [train.py:927] (7/8) Epoch 3, batch 4350, giga_loss[loss=0.2523, simple_loss=0.3361, pruned_loss=0.0842, over 12464.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03037, over 75.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3492, pruned_loss=0.1083, over 2474305.25 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07649, over 20971.40 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3349, pruned_loss=0.08929, over 2188038.28 frames. utt_duration=1261 frames, utt_pad_proportion=0.0551, over 6948.28 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3514, pruned_loss=0.1109, over 2474912.52 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07785, over 22598.02 utterances.], batch size: 75, lr: 8.77e-04
2022-08-21 10:32:57,232 INFO [train.py:927] (7/8) Epoch 3, batch 4400, giga_loss[loss=0.3346, simple_loss=0.3816, pruned_loss=0.1438, over 12382.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05224, over 161.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3486, pruned_loss=0.1083, over 2474030.99 frames. utt_duration=468 frames, utt_pad_proportion=0.07766, over 21209.95 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3344, pruned_loss=0.08909, over 2197735.99 frames. utt_duration=1263 frames, utt_pad_proportion=0.05468, over 6971.28 utterances.], giga_tot_loss[loss=0.2868, simple_loss=0.3512, pruned_loss=0.1112, over 2474674.28 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07899, over 22948.08 utterances.], batch size: 161, lr: 8.77e-04
2022-08-21 10:34:42,439 INFO [train.py:927] (7/8) Epoch 3, batch 4450, giga_loss[loss=0.2767, simple_loss=0.346, pruned_loss=0.1037, over 12354.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03168, over 104.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3468, pruned_loss=0.1076, over 2474729.17 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07335, over 20839.79 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3336, pruned_loss=0.08876, over 2204212.86 frames. utt_duration=1270 frames, utt_pad_proportion=0.05365, over 6953.15 utterances.], giga_tot_loss[loss=0.2856, simple_loss=0.3499, pruned_loss=0.1106, over 2475583.61 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07517, over 22567.21 utterances.], batch size: 104, lr: 8.76e-04
2022-08-21 10:36:28,730 INFO [train.py:927] (7/8) Epoch 3, batch 4500, giga_loss[loss=0.3103, simple_loss=0.3644, pruned_loss=0.1281, over 12371.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03116, over 97.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3457, pruned_loss=0.1078, over 2475445.79 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07637, over 21322.24 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3335, pruned_loss=0.08876, over 2212301.82 frames. utt_duration=1275 frames, utt_pad_proportion=0.05235, over 6950.44 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3486, pruned_loss=0.1107, over 2476070.84 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07808, over 23085.15 utterances.], batch size: 97, lr: 8.76e-04
2022-08-21 10:38:14,051 INFO [train.py:927] (7/8) Epoch 3, batch 4550, giga_loss[loss=0.2421, simple_loss=0.3159, pruned_loss=0.08413, over 12272.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02722, over 54.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.345, pruned_loss=0.1072, over 2474953.70 frames. utt_duration=471 frames, utt_pad_proportion=0.07751, over 21080.67 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3345, pruned_loss=0.08871, over 2218931.66 frames. utt_duration=1273 frames, utt_pad_proportion=0.05226, over 6982.23 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3468, pruned_loss=0.11, over 2475351.13 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07899, over 22765.89 utterances.], batch size: 54, lr: 8.76e-04
2022-08-21 10:39:59,002 INFO [train.py:927] (7/8) Epoch 3, batch 4600, libri_loss[loss=0.2272, simple_loss=0.3066, pruned_loss=0.07386, over 12316.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006627, over 36.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3441, pruned_loss=0.1067, over 2475259.07 frames. utt_duration=462.9 frames, utt_pad_proportion=0.08255, over 21454.79 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.334, pruned_loss=0.08846, over 2225192.09 frames. utt_duration=1271 frames, utt_pad_proportion=0.05222, over 7008.63 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3462, pruned_loss=0.1096, over 2475639.28 frames. utt_duration=430.1 frames, utt_pad_proportion=0.0836, over 23099.65 utterances.], batch size: 36, lr: 8.75e-04
2022-08-21 10:41:42,709 INFO [train.py:927] (7/8) Epoch 3, batch 4650, giga_loss[loss=0.2939, simple_loss=0.3536, pruned_loss=0.1171, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03123, over 42.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3434, pruned_loss=0.1051, over 2474806.25 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07729, over 20381.31 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3333, pruned_loss=0.08818, over 2232513.54 frames. utt_duration=1274 frames, utt_pad_proportion=0.05141, over 7015.48 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3459, pruned_loss=0.1081, over 2475168.34 frames. utt_duration=450 frames, utt_pad_proportion=0.07903, over 22070.88 utterances.], batch size: 42, lr: 8.75e-04
2022-08-21 10:43:29,391 INFO [train.py:927] (7/8) Epoch 3, batch 4700, giga_loss[loss=0.3021, simple_loss=0.3603, pruned_loss=0.1219, over 12404.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3445, pruned_loss=0.1064, over 2474609.69 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07458, over 20404.89 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3332, pruned_loss=0.08816, over 2235984.64 frames. utt_duration=1280 frames, utt_pad_proportion=0.05129, over 6996.34 utterances.], giga_tot_loss[loss=0.2822, simple_loss=0.3466, pruned_loss=0.1089, over 2475019.06 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07629, over 21937.67 utterances.], batch size: 183, lr: 8.74e-04
2022-08-21 10:45:15,476 INFO [train.py:927] (7/8) Epoch 3, batch 4750, giga_loss[loss=0.3166, simple_loss=0.3656, pruned_loss=0.1338, over 12417.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07207, over 212.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3459, pruned_loss=0.1082, over 2474801.29 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07333, over 20445.58 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3332, pruned_loss=0.0882, over 2243055.55 frames. utt_duration=1279 frames, utt_pad_proportion=0.05034, over 7021.07 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3479, pruned_loss=0.1108, over 2475129.18 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07532, over 22003.80 utterances.], batch size: 212, lr: 8.74e-04
2022-08-21 10:46:59,267 INFO [train.py:927] (7/8) Epoch 3, batch 4800, giga_loss[loss=0.3003, simple_loss=0.3612, pruned_loss=0.1197, over 12398.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03328, over 80.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3459, pruned_loss=0.1086, over 2474156.67 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07002, over 19883.13 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.333, pruned_loss=0.0882, over 2247492.43 frames. utt_duration=1282 frames, utt_pad_proportion=0.04967, over 7018.77 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3479, pruned_loss=0.1109, over 2474545.84 frames. utt_duration=465 frames, utt_pad_proportion=0.07216, over 21354.75 utterances.], batch size: 80, lr: 8.74e-04
2022-08-21 10:48:41,473 INFO [train.py:927] (7/8) Epoch 3, batch 4850, giga_loss[loss=0.295, simple_loss=0.3609, pruned_loss=0.1146, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02992, over 80.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3444, pruned_loss=0.1068, over 2473771.94 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06677, over 19308.36 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.333, pruned_loss=0.08823, over 2252718.39 frames. utt_duration=1286 frames, utt_pad_proportion=0.04864, over 7014.32 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3463, pruned_loss=0.1091, over 2474434.38 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06915, over 20766.82 utterances.], batch size: 80, lr: 8.73e-04
2022-08-21 10:50:24,484 INFO [train.py:927] (7/8) Epoch 3, batch 4900, giga_loss[loss=0.2663, simple_loss=0.335, pruned_loss=0.09884, over 12369.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02755, over 85.00 utterances.], tot_loss[loss=0.2765, simple_loss=0.3428, pruned_loss=0.1051, over 2473776.50 frames. utt_duration=518.8 frames, utt_pad_proportion=0.0647, over 19127.86 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.333, pruned_loss=0.08831, over 2259288.96 frames. utt_duration=1287 frames, utt_pad_proportion=0.04787, over 7031.72 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3445, pruned_loss=0.1073, over 2474268.89 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06717, over 20608.12 utterances.], batch size: 85, lr: 8.73e-04
2022-08-21 10:52:11,458 INFO [train.py:927] (7/8) Epoch 3, batch 4950, giga_loss[loss=0.2604, simple_loss=0.3312, pruned_loss=0.09485, over 12455.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.04019, over 26.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3416, pruned_loss=0.105, over 2473520.36 frames. utt_duration=530.7 frames, utt_pad_proportion=0.0638, over 18695.96 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3331, pruned_loss=0.08855, over 2267765.09 frames. utt_duration=1284 frames, utt_pad_proportion=0.04757, over 7071.95 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3433, pruned_loss=0.1072, over 2473858.96 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06619, over 20275.27 utterances.], batch size: 26, lr: 8.73e-04
2022-08-21 10:53:56,151 INFO [train.py:927] (7/8) Epoch 3, batch 5000, giga_loss[loss=0.3747, simple_loss=0.4129, pruned_loss=0.1682, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07473, over 212.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3455, pruned_loss=0.1082, over 2473629.69 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07159, over 20301.46 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3327, pruned_loss=0.08843, over 2272656.69 frames. utt_duration=1290 frames, utt_pad_proportion=0.04664, over 7057.33 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3473, pruned_loss=0.1105, over 2474075.01 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07324, over 21843.41 utterances.], batch size: 212, lr: 8.72e-04
2022-08-21 10:55:44,640 INFO [train.py:927] (7/8) Epoch 3, batch 5050, giga_loss[loss=0.2246, simple_loss=0.3042, pruned_loss=0.0725, over 12324.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.05138, over 26.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3503, pruned_loss=0.1081, over 2475291.46 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06724, over 20149.82 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3347, pruned_loss=0.08863, over 2281978.61 frames. utt_duration=1293 frames, utt_pad_proportion=0.04508, over 7068.51 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3508, pruned_loss=0.1106, over 2475262.86 frames. utt_duration=452.9 frames, utt_pad_proportion=0.06964, over 21933.66 utterances.], batch size: 26, lr: 8.72e-04
2022-08-21 10:57:27,753 INFO [train.py:927] (7/8) Epoch 3, batch 5100, giga_loss[loss=0.275, simple_loss=0.3429, pruned_loss=0.1035, over 12430.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04451, over 134.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3509, pruned_loss=0.1086, over 2474392.72 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06314, over 19544.46 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3343, pruned_loss=0.08844, over 2289174.55 frames. utt_duration=1295 frames, utt_pad_proportion=0.04414, over 7077.25 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3523, pruned_loss=0.1115, over 2474734.49 frames. utt_duration=463 frames, utt_pad_proportion=0.06598, over 21448.18 utterances.], batch size: 134, lr: 8.71e-04
2022-08-21 10:59:12,711 INFO [train.py:927] (7/8) Epoch 3, batch 5150, giga_loss[loss=0.325, simple_loss=0.3757, pruned_loss=0.1372, over 12371.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05021, over 161.00 utterances.], tot_loss[loss=0.2856, simple_loss=0.351, pruned_loss=0.1101, over 2474316.69 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06732, over 19782.47 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3341, pruned_loss=0.08857, over 2291871.25 frames. utt_duration=1298 frames, utt_pad_proportion=0.04359, over 7073.11 utterances.], giga_tot_loss[loss=0.2887, simple_loss=0.3523, pruned_loss=0.1126, over 2474649.75 frames. utt_duration=462.9 frames, utt_pad_proportion=0.06947, over 21449.60 utterances.], batch size: 161, lr: 8.71e-04
2022-08-21 11:00:59,005 INFO [train.py:927] (7/8) Epoch 3, batch 5200, giga_loss[loss=0.3042, simple_loss=0.3597, pruned_loss=0.1244, over 12378.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06001, over 182.00 utterances.], tot_loss[loss=0.2859, simple_loss=0.3506, pruned_loss=0.1106, over 2474777.97 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07065, over 20174.13 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.334, pruned_loss=0.08849, over 2296963.25 frames. utt_duration=1300 frames, utt_pad_proportion=0.04258, over 7073.80 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3523, pruned_loss=0.1132, over 2475355.55 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07259, over 21865.21 utterances.], batch size: 182, lr: 8.71e-04
2022-08-21 11:02:53,697 INFO [train.py:927] (7/8) Epoch 3, batch 5250, giga_loss[loss=0.3152, simple_loss=0.3677, pruned_loss=0.1313, over 12438.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03616, over 105.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3492, pruned_loss=0.1104, over 2474688.94 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06767, over 19865.47 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3335, pruned_loss=0.08825, over 2301989.52 frames. utt_duration=1304 frames, utt_pad_proportion=0.04161, over 7066.70 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3514, pruned_loss=0.1133, over 2475352.22 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06998, over 21571.61 utterances.], batch size: 105, lr: 8.70e-04
2022-08-21 11:04:37,915 INFO [train.py:927] (7/8) Epoch 3, batch 5300, giga_loss[loss=0.2748, simple_loss=0.3333, pruned_loss=0.1081, over 12338.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02897, over 48.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3477, pruned_loss=0.1106, over 2474816.73 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07185, over 20004.09 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3319, pruned_loss=0.08764, over 2308704.07 frames. utt_duration=1312 frames, utt_pad_proportion=0.04063, over 7049.22 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.3513, pruned_loss=0.1142, over 2475429.02 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07394, over 21849.21 utterances.], batch size: 48, lr: 8.70e-04
2022-08-21 11:06:22,120 INFO [train.py:927] (7/8) Epoch 3, batch 5350, giga_loss[loss=0.267, simple_loss=0.3394, pruned_loss=0.0973, over 12375.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03062, over 97.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3472, pruned_loss=0.1109, over 2474752.30 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07111, over 19847.93 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3323, pruned_loss=0.08795, over 2311742.93 frames. utt_duration=1307 frames, utt_pad_proportion=0.04062, over 7080.93 utterances.], giga_tot_loss[loss=0.2889, simple_loss=0.35, pruned_loss=0.1139, over 2475464.57 frames. utt_duration=462 frames, utt_pad_proportion=0.07304, over 21503.33 utterances.], batch size: 97, lr: 8.70e-04
2022-08-21 11:08:05,968 INFO [train.py:927] (7/8) Epoch 3, batch 5400, giga_loss[loss=0.3311, simple_loss=0.3831, pruned_loss=0.1395, over 12411.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06172, over 183.00 utterances.], tot_loss[loss=0.2836, simple_loss=0.348, pruned_loss=0.1096, over 2474900.48 frames. utt_duration=498 frames, utt_pad_proportion=0.07267, over 19937.84 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.333, pruned_loss=0.08783, over 2317468.67 frames. utt_duration=1306 frames, utt_pad_proportion=0.04048, over 7105.12 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3502, pruned_loss=0.1129, over 2475393.00 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07445, over 21648.27 utterances.], batch size: 183, lr: 8.69e-04
2022-08-21 11:09:52,412 INFO [train.py:927] (7/8) Epoch 3, batch 5450, giga_loss[loss=0.3861, simple_loss=0.4019, pruned_loss=0.1852, over 12342.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1918, over 363.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3484, pruned_loss=0.1096, over 2475335.02 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07352, over 20019.77 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3329, pruned_loss=0.08782, over 2321022.37 frames. utt_duration=1309 frames, utt_pad_proportion=0.03975, over 7102.57 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3505, pruned_loss=0.1126, over 2476034.50 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07531, over 21665.66 utterances.], batch size: 363, lr: 8.69e-04
2022-08-21 11:11:38,915 INFO [train.py:927] (7/8) Epoch 3, batch 5500, giga_loss[loss=0.2759, simple_loss=0.3451, pruned_loss=0.1033, over 12285.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02905, over 45.00 utterances.], tot_loss[loss=0.282, simple_loss=0.3495, pruned_loss=0.1072, over 2474563.32 frames. utt_duration=514.8 frames, utt_pad_proportion=0.07037, over 19284.03 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3332, pruned_loss=0.0878, over 2322576.17 frames. utt_duration=1309 frames, utt_pad_proportion=0.03941, over 7107.53 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3511, pruned_loss=0.1099, over 2475094.10 frames. utt_duration=480 frames, utt_pad_proportion=0.07227, over 20691.54 utterances.], batch size: 45, lr: 8.68e-04
2022-08-21 11:13:22,264 INFO [train.py:927] (7/8) Epoch 3, batch 5550, libri_loss[loss=0.2785, simple_loss=0.3446, pruned_loss=0.1062, over 12468.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007, over 37.00 utterances.], tot_loss[loss=0.2859, simple_loss=0.3521, pruned_loss=0.1099, over 2474737.91 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06685, over 19248.10 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3329, pruned_loss=0.08778, over 2324553.85 frames. utt_duration=1311 frames, utt_pad_proportion=0.03895, over 7100.98 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3538, pruned_loss=0.1122, over 2475373.63 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06884, over 20522.83 utterances.], batch size: 37, lr: 8.68e-04
2022-08-21 11:15:08,065 INFO [train.py:927] (7/8) Epoch 3, batch 5600, giga_loss[loss=0.2629, simple_loss=0.3348, pruned_loss=0.09549, over 12271.00 frames. utt_duration=964.1 frames, utt_pad_proportion=0.03978, over 51.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3524, pruned_loss=0.1105, over 2474063.03 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06442, over 19082.07 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3331, pruned_loss=0.08785, over 2325237.08 frames. utt_duration=1311 frames, utt_pad_proportion=0.03879, over 7101.47 utterances.], giga_tot_loss[loss=0.2892, simple_loss=0.3537, pruned_loss=0.1123, over 2474614.66 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06621, over 20127.19 utterances.], batch size: 51, lr: 8.68e-04
2022-08-21 11:16:52,259 INFO [train.py:927] (7/8) Epoch 3, batch 5650, giga_loss[loss=0.3422, simple_loss=0.395, pruned_loss=0.1447, over 12425.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04602, over 161.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3521, pruned_loss=0.1092, over 2474485.29 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06368, over 19666.24 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.333, pruned_loss=0.08798, over 2327401.00 frames. utt_duration=1314 frames, utt_pad_proportion=0.03835, over 7094.02 utterances.], giga_tot_loss[loss=0.2876, simple_loss=0.3535, pruned_loss=0.1109, over 2474978.13 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06536, over 20662.32 utterances.], batch size: 161, lr: 8.67e-04
2022-08-21 11:18:35,041 INFO [train.py:927] (7/8) Epoch 3, batch 5700, giga_loss[loss=0.2926, simple_loss=0.3551, pruned_loss=0.115, over 12375.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03553, over 122.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3515, pruned_loss=0.107, over 2474651.12 frames. utt_duration=526 frames, utt_pad_proportion=0.06359, over 18872.21 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3327, pruned_loss=0.08752, over 2333002.15 frames. utt_duration=1319 frames, utt_pad_proportion=0.0372, over 7082.36 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3535, pruned_loss=0.1095, over 2475228.68 frames. utt_duration=493 frames, utt_pad_proportion=0.06573, over 20145.40 utterances.], batch size: 122, lr: 8.67e-04
2022-08-21 11:20:21,395 INFO [train.py:927] (7/8) Epoch 3, batch 5750, libri_loss[loss=0.2919, simple_loss=0.3798, pruned_loss=0.102, over 12406.00 frames. utt_duration=955.9 frames, utt_pad_proportion=0.07551, over 52.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3528, pruned_loss=0.1088, over 2475316.14 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07288, over 20034.37 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3337, pruned_loss=0.08751, over 2335786.01 frames. utt_duration=1318 frames, utt_pad_proportion=0.03703, over 7095.76 utterances.], giga_tot_loss[loss=0.2881, simple_loss=0.3539, pruned_loss=0.1112, over 2475787.28 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07427, over 21256.90 utterances.], batch size: 52, lr: 8.67e-04
2022-08-21 11:22:04,328 INFO [train.py:927] (7/8) Epoch 3, batch 5800, giga_loss[loss=0.2941, simple_loss=0.3503, pruned_loss=0.119, over 12400.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05108, over 161.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3518, pruned_loss=0.109, over 2475870.51 frames. utt_duration=490 frames, utt_pad_proportion=0.07145, over 20273.00 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3343, pruned_loss=0.0878, over 2342625.93 frames. utt_duration=1296 frames, utt_pad_proportion=0.04241, over 7240.77 utterances.], giga_tot_loss[loss=0.2881, simple_loss=0.353, pruned_loss=0.1116, over 2476248.09 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07175, over 21729.49 utterances.], batch size: 161, lr: 8.66e-04
2022-08-21 11:23:52,479 INFO [train.py:927] (7/8) Epoch 3, batch 5850, giga_loss[loss=0.2906, simple_loss=0.3517, pruned_loss=0.1148, over 12387.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.02825, over 62.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.351, pruned_loss=0.1102, over 2475711.30 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07173, over 20686.24 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3342, pruned_loss=0.08775, over 2343734.18 frames. utt_duration=1295 frames, utt_pad_proportion=0.04221, over 7246.32 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.3521, pruned_loss=0.1125, over 2476200.96 frames. utt_duration=453 frames, utt_pad_proportion=0.0721, over 21937.19 utterances.], batch size: 62, lr: 8.66e-04
2022-08-21 11:25:32,537 INFO [train.py:927] (7/8) Epoch 3, batch 5900, giga_loss[loss=0.2912, simple_loss=0.3613, pruned_loss=0.1105, over 12383.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04537, over 146.00 utterances.], tot_loss[loss=0.2854, simple_loss=0.3502, pruned_loss=0.1103, over 2474813.58 frames. utt_duration=472.6 frames, utt_pad_proportion=0.0733, over 21011.56 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3348, pruned_loss=0.08796, over 2347931.68 frames. utt_duration=1279 frames, utt_pad_proportion=0.04645, over 7350.34 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.3513, pruned_loss=0.1128, over 2476093.09 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07274, over 22416.50 utterances.], batch size: 146, lr: 8.66e-04
2022-08-21 11:27:13,398 INFO [train.py:927] (7/8) Epoch 3, batch 5950, giga_loss[loss=0.3411, simple_loss=0.3754, pruned_loss=0.1534, over 12388.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3466, pruned_loss=0.1068, over 2474456.53 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07183, over 21325.26 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3343, pruned_loss=0.08758, over 2352782.84 frames. utt_duration=1287 frames, utt_pad_proportion=0.04516, over 7322.93 utterances.], giga_tot_loss[loss=0.2843, simple_loss=0.3485, pruned_loss=0.11, over 2476194.15 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07214, over 23053.45 utterances.], batch size: 259, lr: 8.65e-04
2022-08-21 11:29:02,657 INFO [train.py:927] (7/8) Epoch 3, batch 6000, giga_loss[loss=0.2673, simple_loss=0.3324, pruned_loss=0.1011, over 12378.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.0417, over 133.00 utterances.], tot_loss[loss=0.2779, simple_loss=0.3445, pruned_loss=0.1056, over 2473340.61 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06961, over 21015.36 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3345, pruned_loss=0.08751, over 2354953.26 frames. utt_duration=1291 frames, utt_pad_proportion=0.04448, over 7307.52 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.346, pruned_loss=0.1086, over 2474951.02 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07032, over 22649.15 utterances.], batch size: 133, lr: 8.65e-04
2022-08-21 11:29:02,658 INFO [train.py:958] (7/8) Computing validation loss
2022-08-21 11:29:18,200 INFO [train.py:967] (7/8) 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 11:31:02,416 INFO [train.py:927] (7/8) Epoch 3, batch 6050, giga_loss[loss=0.2823, simple_loss=0.3415, pruned_loss=0.1116, over 12363.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03312, over 104.00 utterances.], tot_loss[loss=0.2759, simple_loss=0.3421, pruned_loss=0.1048, over 2473208.58 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07179, over 20968.08 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3344, pruned_loss=0.08746, over 2356752.49 frames. utt_duration=1291 frames, utt_pad_proportion=0.04419, over 7311.48 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3436, pruned_loss=0.1075, over 2474980.08 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07244, over 22507.60 utterances.], batch size: 104, lr: 8.64e-04
2022-08-21 11:32:45,408 INFO [train.py:927] (7/8) Epoch 3, batch 6100, giga_loss[loss=0.247, simple_loss=0.3235, pruned_loss=0.08527, over 12210.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03103, over 39.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.342, pruned_loss=0.1043, over 2473211.52 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07555, over 20904.95 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3338, pruned_loss=0.08729, over 2357881.47 frames. utt_duration=1294 frames, utt_pad_proportion=0.04391, over 7296.40 utterances.], giga_tot_loss[loss=0.2786, simple_loss=0.3437, pruned_loss=0.1067, over 2474643.54 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07598, over 22242.17 utterances.], batch size: 39, lr: 8.64e-04
2022-08-21 11:34:30,056 INFO [train.py:927] (7/8) Epoch 3, batch 6150, giga_loss[loss=0.3004, simple_loss=0.3643, pruned_loss=0.1183, over 12415.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03741, over 113.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3421, pruned_loss=0.1047, over 2473781.53 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07791, over 21410.42 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3343, pruned_loss=0.08763, over 2361775.90 frames. utt_duration=1279 frames, utt_pad_proportion=0.04761, over 7395.03 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3432, pruned_loss=0.1068, over 2474515.93 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07749, over 22763.25 utterances.], batch size: 113, lr: 8.64e-04
2022-08-21 11:36:16,399 INFO [train.py:927] (7/8) Epoch 3, batch 6200, giga_loss[loss=0.2648, simple_loss=0.3319, pruned_loss=0.0989, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02943, over 42.00 utterances.], tot_loss[loss=0.2779, simple_loss=0.3436, pruned_loss=0.1061, over 2473573.70 frames. utt_duration=474.8 frames, utt_pad_proportion=0.0777, over 20902.73 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3346, pruned_loss=0.08813, over 2367172.77 frames. utt_duration=1253 frames, utt_pad_proportion=0.05574, over 7568.67 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3447, pruned_loss=0.1082, over 2474218.90 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07551, over 22453.46 utterances.], batch size: 42, lr: 8.63e-04
2022-08-21 11:38:00,878 INFO [train.py:927] (7/8) Epoch 3, batch 6250, giga_loss[loss=0.2904, simple_loss=0.3518, pruned_loss=0.1145, over 12359.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02881, over 91.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.3463, pruned_loss=0.1085, over 2473510.19 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07981, over 21211.64 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3343, pruned_loss=0.088, over 2371576.99 frames. utt_duration=1258 frames, utt_pad_proportion=0.05407, over 7547.42 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3479, pruned_loss=0.1111, over 2473812.13 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07875, over 23003.83 utterances.], batch size: 91, lr: 8.63e-04
2022-08-21 11:39:47,253 INFO [train.py:927] (7/8) Epoch 3, batch 6300, giga_loss[loss=0.3906, simple_loss=0.4191, pruned_loss=0.181, over 12372.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.3468, pruned_loss=0.108, over 2473726.14 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07496, over 20251.10 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3342, pruned_loss=0.08785, over 2375186.95 frames. utt_duration=1262 frames, utt_pad_proportion=0.0525, over 7535.40 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3485, pruned_loss=0.1107, over 2473900.64 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07513, over 22103.92 utterances.], batch size: 258, lr: 8.63e-04
2022-08-21 11:41:32,247 INFO [train.py:927] (7/8) Epoch 3, batch 6350, giga_loss[loss=0.2751, simple_loss=0.3373, pruned_loss=0.1065, over 12419.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.0423, over 146.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3475, pruned_loss=0.1073, over 2474312.18 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07537, over 21001.53 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3353, pruned_loss=0.08791, over 2377261.70 frames. utt_duration=1250 frames, utt_pad_proportion=0.05642, over 7615.42 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3481, pruned_loss=0.1098, over 2474346.99 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07461, over 22640.29 utterances.], batch size: 146, lr: 8.62e-04
2022-08-21 11:43:15,250 INFO [train.py:927] (7/8) Epoch 3, batch 6400, giga_loss[loss=0.2304, simple_loss=0.3082, pruned_loss=0.07626, over 12411.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.0346, over 75.00 utterances.], tot_loss[loss=0.282, simple_loss=0.3474, pruned_loss=0.1083, over 2474397.11 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07893, over 21555.93 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3354, pruned_loss=0.08789, over 2380005.82 frames. utt_duration=1254 frames, utt_pad_proportion=0.05514, over 7602.03 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3482, pruned_loss=0.1109, over 2474534.02 frames. utt_duration=427.7 frames, utt_pad_proportion=0.0786, over 23223.37 utterances.], batch size: 75, lr: 8.62e-04
2022-08-21 11:45:04,442 INFO [train.py:927] (7/8) Epoch 3, batch 6450, giga_loss[loss=0.3796, simple_loss=0.405, pruned_loss=0.1771, over 12370.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3473, pruned_loss=0.1089, over 2473559.98 frames. utt_duration=459.4 frames, utt_pad_proportion=0.08017, over 21605.39 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3364, pruned_loss=0.08792, over 2380850.93 frames. utt_duration=1258 frames, utt_pad_proportion=0.05457, over 7580.10 utterances.], giga_tot_loss[loss=0.2848, simple_loss=0.3472, pruned_loss=0.1112, over 2474154.69 frames. utt_duration=429.5 frames, utt_pad_proportion=0.08008, over 23123.87 utterances.], batch size: 258, lr: 8.62e-04
2022-08-21 11:46:48,364 INFO [train.py:927] (7/8) Epoch 3, batch 6500, giga_loss[loss=0.3597, simple_loss=0.3964, pruned_loss=0.1614, over 12399.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06386, over 183.00 utterances.], tot_loss[loss=0.2832, simple_loss=0.3476, pruned_loss=0.1094, over 2473586.65 frames. utt_duration=462.4 frames, utt_pad_proportion=0.08004, over 21467.21 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3367, pruned_loss=0.08819, over 2383771.25 frames. utt_duration=1262 frames, utt_pad_proportion=0.05326, over 7561.93 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3475, pruned_loss=0.1116, over 2473885.37 frames. utt_duration=429.6 frames, utt_pad_proportion=0.08065, over 23115.14 utterances.], batch size: 183, lr: 8.61e-04
2022-08-21 11:48:32,827 INFO [train.py:927] (7/8) Epoch 3, batch 6550, giga_loss[loss=0.2997, simple_loss=0.3599, pruned_loss=0.1197, over 12360.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03279, over 51.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3498, pruned_loss=0.1122, over 2473513.46 frames. utt_duration=445.5 frames, utt_pad_proportion=0.08209, over 22283.70 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3368, pruned_loss=0.0883, over 2384876.27 frames. utt_duration=1263 frames, utt_pad_proportion=0.05262, over 7560.49 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3498, pruned_loss=0.1141, over 2473968.43 frames. utt_duration=417.6 frames, utt_pad_proportion=0.08275, over 23780.56 utterances.], batch size: 51, lr: 8.61e-04
2022-08-21 11:50:16,289 INFO [train.py:927] (7/8) Epoch 3, batch 6600, giga_loss[loss=0.2874, simple_loss=0.3568, pruned_loss=0.1089, over 12457.00 frames. utt_duration=860.7 frames, utt_pad_proportion=0.02414, over 58.00 utterances.], tot_loss[loss=0.2868, simple_loss=0.3489, pruned_loss=0.1124, over 2473816.04 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07805, over 21978.94 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3354, pruned_loss=0.08762, over 2387507.55 frames. utt_duration=1270 frames, utt_pad_proportion=0.05151, over 7527.13 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3505, pruned_loss=0.1152, over 2474187.71 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07932, over 23602.20 utterances.], batch size: 58, lr: 8.60e-04
2022-08-21 11:52:03,434 INFO [train.py:927] (7/8) Epoch 3, batch 6650, giga_loss[loss=0.2754, simple_loss=0.3576, pruned_loss=0.09667, over 12468.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03012, over 75.00 utterances.], tot_loss[loss=0.287, simple_loss=0.3488, pruned_loss=0.1126, over 2474475.90 frames. utt_duration=453 frames, utt_pad_proportion=0.07716, over 21918.83 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3348, pruned_loss=0.08748, over 2389596.66 frames. utt_duration=1276 frames, utt_pad_proportion=0.05059, over 7497.23 utterances.], giga_tot_loss[loss=0.2909, simple_loss=0.3509, pruned_loss=0.1155, over 2474811.65 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07861, over 23544.29 utterances.], batch size: 75, lr: 8.60e-04
2022-08-21 11:53:48,326 INFO [train.py:927] (7/8) Epoch 3, batch 6700, giga_loss[loss=0.2923, simple_loss=0.3531, pruned_loss=0.1157, over 12362.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03179, over 97.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3493, pruned_loss=0.1131, over 2474944.40 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07717, over 21864.53 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3346, pruned_loss=0.08741, over 2390157.36 frames. utt_duration=1279 frames, utt_pad_proportion=0.05022, over 7485.30 utterances.], giga_tot_loss[loss=0.2913, simple_loss=0.3513, pruned_loss=0.1157, over 2475485.61 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07851, over 23293.43 utterances.], batch size: 97, lr: 8.60e-04
2022-08-21 11:55:33,408 INFO [train.py:927] (7/8) Epoch 3, batch 6750, giga_loss[loss=0.2995, simple_loss=0.3579, pruned_loss=0.1205, over 12406.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06259, over 183.00 utterances.], tot_loss[loss=0.2885, simple_loss=0.3506, pruned_loss=0.1132, over 2475323.83 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07316, over 21307.58 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.335, pruned_loss=0.08725, over 2392328.23 frames. utt_duration=1285 frames, utt_pad_proportion=0.04911, over 7457.03 utterances.], giga_tot_loss[loss=0.2922, simple_loss=0.3522, pruned_loss=0.1161, over 2476098.64 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07502, over 22859.30 utterances.], batch size: 183, lr: 8.59e-04
2022-08-21 11:57:17,130 INFO [train.py:927] (7/8) Epoch 3, batch 6800, giga_loss[loss=0.2614, simple_loss=0.3315, pruned_loss=0.09564, over 12413.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.04103, over 40.00 utterances.], tot_loss[loss=0.2874, simple_loss=0.3502, pruned_loss=0.1123, over 2474864.13 frames. utt_duration=474 frames, utt_pad_proportion=0.06936, over 20950.46 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3347, pruned_loss=0.08733, over 2393721.61 frames. utt_duration=1287 frames, utt_pad_proportion=0.04832, over 7447.98 utterances.], giga_tot_loss[loss=0.291, simple_loss=0.352, pruned_loss=0.115, over 2475695.95 frames. utt_duration=443 frames, utt_pad_proportion=0.07145, over 22427.77 utterances.], batch size: 40, lr: 8.59e-04
2022-08-21 11:59:01,194 INFO [train.py:927] (7/8) Epoch 3, batch 6850, libri_loss[loss=0.2335, simple_loss=0.3122, pruned_loss=0.07742, over 12339.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006696, over 33.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3488, pruned_loss=0.1105, over 2474749.58 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06765, over 20542.29 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.334, pruned_loss=0.08695, over 2395550.86 frames. utt_duration=1287 frames, utt_pad_proportion=0.04861, over 7452.89 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3512, pruned_loss=0.1135, over 2475571.65 frames. utt_duration=451.1 frames, utt_pad_proportion=0.06951, over 22022.28 utterances.], batch size: 33, lr: 8.59e-04
2022-08-21 12:00:42,482 INFO [train.py:927] (7/8) Epoch 3, batch 6900, libri_loss[loss=0.2822, simple_loss=0.3597, pruned_loss=0.1024, over 12415.00 frames. utt_duration=765.7 frames, utt_pad_proportion=0.1289, over 65.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3473, pruned_loss=0.1092, over 2474719.33 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06802, over 20481.18 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3336, pruned_loss=0.08662, over 2398236.84 frames. utt_duration=1285 frames, utt_pad_proportion=0.04822, over 7472.25 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.35, pruned_loss=0.1126, over 2475398.50 frames. utt_duration=450 frames, utt_pad_proportion=0.06985, over 22075.27 utterances.], batch size: 65, lr: 8.58e-04
2022-08-21 12:02:29,728 INFO [train.py:927] (7/8) Epoch 3, batch 6950, giga_loss[loss=0.3649, simple_loss=0.3816, pruned_loss=0.1742, over 12336.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2068, over 370.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3492, pruned_loss=0.1104, over 2474347.33 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06793, over 20754.64 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3335, pruned_loss=0.08638, over 2399989.49 frames. utt_duration=1289 frames, utt_pad_proportion=0.04743, over 7456.59 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.3518, pruned_loss=0.1139, over 2475027.84 frames. utt_duration=444.6 frames, utt_pad_proportion=0.06974, over 22340.60 utterances.], batch size: 370, lr: 8.58e-04
2022-08-21 12:04:13,805 INFO [train.py:927] (7/8) Epoch 3, batch 7000, giga_loss[loss=0.2683, simple_loss=0.3374, pruned_loss=0.09962, over 12483.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03436, over 43.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3483, pruned_loss=0.1102, over 2475067.72 frames. utt_duration=478 frames, utt_pad_proportion=0.07103, over 20776.03 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3338, pruned_loss=0.08685, over 2402245.80 frames. utt_duration=1273 frames, utt_pad_proportion=0.05149, over 7555.73 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.3506, pruned_loss=0.1133, over 2475920.89 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07141, over 22385.20 utterances.], batch size: 43, lr: 8.58e-04
2022-08-21 12:05:59,436 INFO [train.py:927] (7/8) Epoch 3, batch 7050, giga_loss[loss=0.3815, simple_loss=0.402, pruned_loss=0.1805, over 12358.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1091, over 259.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.349, pruned_loss=0.1112, over 2474653.87 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07607, over 21281.48 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3334, pruned_loss=0.08675, over 2404426.36 frames. utt_duration=1276 frames, utt_pad_proportion=0.05049, over 7548.32 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3517, pruned_loss=0.1146, over 2475624.40 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07654, over 23012.59 utterances.], batch size: 259, lr: 8.57e-04
2022-08-21 12:07:43,973 INFO [train.py:927] (7/8) Epoch 3, batch 7100, giga_loss[loss=0.2827, simple_loss=0.3529, pruned_loss=0.1063, over 12395.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04027, over 133.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3504, pruned_loss=0.1125, over 2474666.09 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07797, over 22315.26 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3336, pruned_loss=0.08673, over 2406419.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.04956, over 7557.44 utterances.], giga_tot_loss[loss=0.2922, simple_loss=0.3528, pruned_loss=0.1158, over 2475206.75 frames. utt_duration=413.8 frames, utt_pad_proportion=0.07871, over 24009.80 utterances.], batch size: 133, lr: 8.57e-04
2022-08-21 12:09:29,778 INFO [train.py:927] (7/8) Epoch 3, batch 7150, giga_loss[loss=0.279, simple_loss=0.3538, pruned_loss=0.1021, over 12331.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03091, over 91.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.349, pruned_loss=0.1107, over 2473951.02 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07501, over 21530.71 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.333, pruned_loss=0.08632, over 2408062.05 frames. utt_duration=1282 frames, utt_pad_proportion=0.04888, over 7521.77 utterances.], giga_tot_loss[loss=0.2902, simple_loss=0.3518, pruned_loss=0.1142, over 2474433.22 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07616, over 23242.92 utterances.], batch size: 91, lr: 8.57e-04
2022-08-21 12:11:13,714 INFO [train.py:927] (7/8) Epoch 3, batch 7200, giga_loss[loss=0.2706, simple_loss=0.3274, pruned_loss=0.1069, over 12365.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.05182, over 34.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3479, pruned_loss=0.1098, over 2474518.29 frames. utt_duration=463.3 frames, utt_pad_proportion=0.077, over 21430.37 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3328, pruned_loss=0.08629, over 2409404.47 frames. utt_duration=1271 frames, utt_pad_proportion=0.05225, over 7591.13 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.3506, pruned_loss=0.1131, over 2474866.26 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07702, over 22978.36 utterances.], batch size: 34, lr: 8.56e-04
2022-08-21 12:13:07,695 INFO [train.py:927] (7/8) Epoch 3, batch 7250, giga_loss[loss=0.3055, simple_loss=0.3438, pruned_loss=0.1336, over 12352.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2105, over 372.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3448, pruned_loss=0.1085, over 2474326.90 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07846, over 21567.92 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.333, pruned_loss=0.08649, over 2410387.12 frames. utt_duration=1270 frames, utt_pad_proportion=0.05215, over 7601.02 utterances.], giga_tot_loss[loss=0.2848, simple_loss=0.3469, pruned_loss=0.1113, over 2474890.16 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07855, over 23025.84 utterances.], batch size: 372, lr: 8.56e-04
2022-08-21 12:14:52,204 INFO [train.py:927] (7/8) Epoch 3, batch 7300, giga_loss[loss=0.2907, simple_loss=0.3614, pruned_loss=0.11, over 12251.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02883, over 54.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3438, pruned_loss=0.1088, over 2473704.27 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07961, over 22086.64 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3331, pruned_loss=0.08642, over 2410966.61 frames. utt_duration=1273 frames, utt_pad_proportion=0.05158, over 7584.08 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3456, pruned_loss=0.1113, over 2474477.68 frames. utt_duration=423.6 frames, utt_pad_proportion=0.07988, over 23447.57 utterances.], batch size: 54, lr: 8.55e-04
2022-08-21 12:16:38,134 INFO [train.py:927] (7/8) Epoch 3, batch 7350, giga_loss[loss=0.2389, simple_loss=0.3222, pruned_loss=0.07783, over 12407.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03768, over 113.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3423, pruned_loss=0.1074, over 2473971.29 frames. utt_duration=437.1 frames, utt_pad_proportion=0.0819, over 22714.54 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3331, pruned_loss=0.08663, over 2412234.79 frames. utt_duration=1276 frames, utt_pad_proportion=0.05079, over 7569.45 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3439, pruned_loss=0.1097, over 2474565.83 frames. utt_duration=412.5 frames, utt_pad_proportion=0.08239, over 24079.79 utterances.], batch size: 113, lr: 8.55e-04
2022-08-21 12:18:23,392 INFO [train.py:927] (7/8) Epoch 3, batch 7400, giga_loss[loss=0.2438, simple_loss=0.3245, pruned_loss=0.08154, over 12435.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03754, over 133.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3408, pruned_loss=0.1036, over 2474914.82 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07683, over 22789.13 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3333, pruned_loss=0.08695, over 2413613.09 frames. utt_duration=1260 frames, utt_pad_proportion=0.05574, over 7673.95 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.342, pruned_loss=0.1054, over 2475258.03 frames. utt_duration=413 frames, utt_pad_proportion=0.0762, over 24059.67 utterances.], batch size: 133, lr: 8.55e-04
2022-08-21 12:20:08,335 INFO [train.py:927] (7/8) Epoch 3, batch 7450, libri_loss[loss=0.2382, simple_loss=0.3263, pruned_loss=0.07509, over 12467.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03142, over 46.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3375, pruned_loss=0.09929, over 2475200.55 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07421, over 22960.55 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3332, pruned_loss=0.0867, over 2415845.65 frames. utt_duration=1264 frames, utt_pad_proportion=0.05404, over 7653.20 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3389, pruned_loss=0.1016, over 2475916.45 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07454, over 24639.74 utterances.], batch size: 46, lr: 8.54e-04
2022-08-21 12:21:52,782 INFO [train.py:927] (7/8) Epoch 3, batch 7500, giga_loss[loss=0.3238, simple_loss=0.3788, pruned_loss=0.1344, over 12398.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.0438, over 146.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3348, pruned_loss=0.0949, over 2475235.55 frames. utt_duration=433 frames, utt_pad_proportion=0.07368, over 22941.59 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3329, pruned_loss=0.0865, over 2416359.50 frames. utt_duration=1264 frames, utt_pad_proportion=0.05397, over 7657.72 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3361, pruned_loss=0.09698, over 2475849.57 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07403, over 24387.88 utterances.], batch size: 146, lr: 8.54e-04
2022-08-21 12:23:38,059 INFO [train.py:927] (7/8) Epoch 3, batch 7550, giga_loss[loss=0.2616, simple_loss=0.3386, pruned_loss=0.09232, over 12435.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.0541, over 162.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3339, pruned_loss=0.09378, over 2475783.37 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06976, over 23365.03 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3327, pruned_loss=0.08639, over 2417865.25 frames. utt_duration=1266 frames, utt_pad_proportion=0.05292, over 7648.43 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3351, pruned_loss=0.0957, over 2476231.79 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07064, over 24856.90 utterances.], batch size: 162, lr: 8.54e-04
2022-08-21 12:25:21,251 INFO [train.py:927] (7/8) Epoch 3, batch 7600, giga_loss[loss=0.2288, simple_loss=0.3156, pruned_loss=0.07106, over 12355.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.05335, over 34.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3313, pruned_loss=0.09135, over 2475684.46 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07285, over 23928.49 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3335, pruned_loss=0.08654, over 2419478.45 frames. utt_duration=1269 frames, utt_pad_proportion=0.05166, over 7636.11 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3316, pruned_loss=0.09291, over 2476149.10 frames. utt_duration=388.8 frames, utt_pad_proportion=0.07383, over 25570.58 utterances.], batch size: 34, lr: 8.53e-04
2022-08-21 12:27:06,267 INFO [train.py:927] (7/8) Epoch 3, batch 7650, libri_loss[loss=0.2729, simple_loss=0.3408, pruned_loss=0.1024, over 12445.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0135, over 40.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3305, pruned_loss=0.09047, over 2476446.72 frames. utt_duration=419.5 frames, utt_pad_proportion=0.07082, over 23693.48 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3327, pruned_loss=0.08622, over 2421703.00 frames. utt_duration=1274 frames, utt_pad_proportion=0.05045, over 7612.41 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3314, pruned_loss=0.09214, over 2476570.64 frames. utt_duration=389.2 frames, utt_pad_proportion=0.07222, over 25546.72 utterances.], batch size: 40, lr: 8.53e-04
2022-08-21 12:28:49,166 INFO [train.py:927] (7/8) Epoch 3, batch 7700, giga_loss[loss=0.2205, simple_loss=0.3004, pruned_loss=0.07033, over 12429.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04001, over 114.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3274, pruned_loss=0.08722, over 2476763.23 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06977, over 23807.60 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3332, pruned_loss=0.08644, over 2423132.80 frames. utt_duration=1274 frames, utt_pad_proportion=0.04982, over 7617.24 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3274, pruned_loss=0.08839, over 2476804.67 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07125, over 25645.16 utterances.], batch size: 114, lr: 8.53e-04
2022-08-21 12:30:34,519 INFO [train.py:927] (7/8) Epoch 3, batch 7750, giga_loss[loss=0.2237, simple_loss=0.2991, pruned_loss=0.07417, over 12380.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05936, over 182.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3252, pruned_loss=0.08527, over 2476682.02 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06542, over 23904.53 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3346, pruned_loss=0.08667, over 2424128.49 frames. utt_duration=1275 frames, utt_pad_proportion=0.04886, over 7613.85 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3238, pruned_loss=0.086, over 2477013.38 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06725, over 25735.91 utterances.], batch size: 182, lr: 8.52e-04
2022-08-21 12:32:24,535 INFO [train.py:927] (7/8) Epoch 3, batch 7800, giga_loss[loss=0.2532, simple_loss=0.3393, pruned_loss=0.08351, over 12429.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03309, over 75.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3233, pruned_loss=0.08451, over 2476580.49 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07141, over 24560.65 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3339, pruned_loss=0.08629, over 2424934.08 frames. utt_duration=1279 frames, utt_pad_proportion=0.04817, over 7589.83 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3226, pruned_loss=0.08538, over 2477045.63 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07272, over 26319.87 utterances.], batch size: 75, lr: 8.52e-04
2022-08-21 12:34:24,224 INFO [train.py:927] (7/8) Epoch 3, batch 7850, giga_loss[loss=0.2352, simple_loss=0.317, pruned_loss=0.07671, over 12371.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03384, over 122.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3246, pruned_loss=0.08494, over 2476469.04 frames. utt_duration=405.8 frames, utt_pad_proportion=0.07155, over 24499.48 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3335, pruned_loss=0.08621, over 2426363.97 frames. utt_duration=1283 frames, utt_pad_proportion=0.04711, over 7571.24 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3243, pruned_loss=0.08566, over 2476931.27 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07308, over 26402.18 utterances.], batch size: 122, lr: 8.52e-04
2022-08-21 12:36:25,826 INFO [train.py:927] (7/8) Epoch 3, batch 7900, giga_loss[loss=0.2614, simple_loss=0.3261, pruned_loss=0.09832, over 12400.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3215, pruned_loss=0.0837, over 2476500.18 frames. utt_duration=395.8 frames, utt_pad_proportion=0.07451, over 25116.79 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3331, pruned_loss=0.08626, over 2427107.27 frames. utt_duration=1282 frames, utt_pad_proportion=0.04708, over 7582.59 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3213, pruned_loss=0.0842, over 2477311.09 frames. utt_duration=368.2 frames, utt_pad_proportion=0.0757, over 27016.36 utterances.], batch size: 257, lr: 8.51e-04
2022-08-21 12:38:33,679 INFO [train.py:927] (7/8) Epoch 3, batch 7950, giga_loss[loss=0.25, simple_loss=0.3296, pruned_loss=0.08517, over 12466.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03471, over 98.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3212, pruned_loss=0.08319, over 2476812.02 frames. utt_duration=390.3 frames, utt_pad_proportion=0.0754, over 25470.12 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3335, pruned_loss=0.08637, over 2427646.11 frames. utt_duration=1277 frames, utt_pad_proportion=0.04763, over 7610.63 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3206, pruned_loss=0.08344, over 2477407.02 frames. utt_duration=367 frames, utt_pad_proportion=0.07624, over 27102.70 utterances.], batch size: 98, lr: 8.51e-04
2022-08-21 12:40:35,990 INFO [train.py:927] (7/8) Epoch 3, batch 8000, giga_loss[loss=0.2008, simple_loss=0.2873, pruned_loss=0.0571, over 12326.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03255, over 70.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3193, pruned_loss=0.08242, over 2477408.49 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07266, over 24580.35 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3331, pruned_loss=0.08608, over 2429312.60 frames. utt_duration=1283 frames, utt_pad_proportion=0.04621, over 7581.84 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3187, pruned_loss=0.08276, over 2478147.93 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07414, over 26540.64 utterances.], batch size: 70, lr: 8.51e-04
2022-08-21 12:42:30,630 INFO [train.py:927] (7/8) Epoch 3, batch 8050, giga_loss[loss=0.2501, simple_loss=0.3328, pruned_loss=0.08364, over 12348.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02967, over 85.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3171, pruned_loss=0.08099, over 2477490.37 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07316, over 24949.73 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.332, pruned_loss=0.0854, over 2430385.37 frames. utt_duration=1289 frames, utt_pad_proportion=0.04548, over 7548.70 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3172, pruned_loss=0.08175, over 2478416.13 frames. utt_duration=368.6 frames, utt_pad_proportion=0.07461, over 26991.52 utterances.], batch size: 85, lr: 8.50e-04
2022-08-21 12:44:46,336 INFO [train.py:927] (7/8) Epoch 3, batch 8100, giga_loss[loss=0.2037, simple_loss=0.2872, pruned_loss=0.06004, over 12333.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03203, over 58.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3165, pruned_loss=0.07997, over 2476304.62 frames. utt_duration=412.4 frames, utt_pad_proportion=0.07303, over 24092.59 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3316, pruned_loss=0.08545, over 2432145.52 frames. utt_duration=1277 frames, utt_pad_proportion=0.04941, over 7627.23 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3163, pruned_loss=0.08036, over 2477537.12 frames. utt_duration=376.2 frames, utt_pad_proportion=0.0736, over 26431.33 utterances.], batch size: 58, lr: 8.50e-04
2022-08-21 12:46:49,128 INFO [train.py:927] (7/8) Epoch 3, batch 8150, giga_loss[loss=0.2304, simple_loss=0.3215, pruned_loss=0.06964, over 12452.00 frames. utt_duration=542.5 frames, utt_pad_proportion=0.03292, over 92.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3155, pruned_loss=0.0791, over 2476459.71 frames. utt_duration=415 frames, utt_pad_proportion=0.07047, over 23940.20 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3319, pruned_loss=0.08558, over 2432508.32 frames. utt_duration=1280 frames, utt_pad_proportion=0.04888, over 7607.90 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3149, pruned_loss=0.07924, over 2477662.02 frames. utt_duration=382.3 frames, utt_pad_proportion=0.07131, over 26005.85 utterances.], batch size: 92, lr: 8.50e-04
2022-08-21 12:48:59,005 INFO [train.py:927] (7/8) Epoch 3, batch 8200, giga_loss[loss=0.2148, simple_loss=0.3124, pruned_loss=0.05855, over 12419.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03246, over 122.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3192, pruned_loss=0.07843, over 2476827.96 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06903, over 24187.97 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.333, pruned_loss=0.08583, over 2432783.52 frames. utt_duration=1281 frames, utt_pad_proportion=0.04849, over 7602.84 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3176, pruned_loss=0.07826, over 2477923.99 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06994, over 25967.07 utterances.], batch size: 122, lr: 8.49e-04
2022-08-21 12:51:08,842 INFO [train.py:927] (7/8) Epoch 3, batch 8250, giga_loss[loss=0.2171, simple_loss=0.3072, pruned_loss=0.06351, over 12429.00 frames. utt_duration=803.1 frames, utt_pad_proportion=0.02777, over 62.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3182, pruned_loss=0.07653, over 2476644.58 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07048, over 24250.83 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3326, pruned_loss=0.08553, over 2432987.08 frames. utt_duration=1286 frames, utt_pad_proportion=0.04796, over 7574.02 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3171, pruned_loss=0.07651, over 2478127.76 frames. utt_duration=382.5 frames, utt_pad_proportion=0.07136, over 25996.24 utterances.], batch size: 62, lr: 8.49e-04
2022-08-21 12:53:10,734 INFO [train.py:927] (7/8) Epoch 3, batch 8300, giga_loss[loss=0.243, simple_loss=0.3213, pruned_loss=0.08231, over 12427.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04863, over 147.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3181, pruned_loss=0.07682, over 2476350.30 frames. utt_duration=426 frames, utt_pad_proportion=0.06871, over 23318.60 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3325, pruned_loss=0.0856, over 2433800.58 frames. utt_duration=1264 frames, utt_pad_proportion=0.05524, over 7709.98 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.317, pruned_loss=0.07652, over 2478002.26 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06777, over 25038.02 utterances.], batch size: 147, lr: 8.49e-04
2022-08-21 12:55:43,190 INFO [train.py:927] (7/8) Epoch 3, batch 8350, libri_loss[loss=0.3272, simple_loss=0.4059, pruned_loss=0.1243, over 12385.00 frames. utt_duration=428.5 frames, utt_pad_proportion=0.3283, over 116.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3189, pruned_loss=0.07828, over 2476628.73 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07203, over 23934.63 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3331, pruned_loss=0.08594, over 2434407.05 frames. utt_duration=1254 frames, utt_pad_proportion=0.05889, over 7777.41 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3172, pruned_loss=0.07762, over 2477958.99 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07008, over 25450.06 utterances.], batch size: 116, lr: 8.48e-04
2022-08-21 12:57:49,805 INFO [train.py:927] (7/8) Epoch 3, batch 8400, giga_loss[loss=0.2129, simple_loss=0.2987, pruned_loss=0.06353, over 12417.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05768, over 182.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.316, pruned_loss=0.07675, over 2477156.93 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06895, over 23990.77 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3329, pruned_loss=0.086, over 2434995.32 frames. utt_duration=1257 frames, utt_pad_proportion=0.058, over 7757.00 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3145, pruned_loss=0.07604, over 2478431.39 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06789, over 25488.34 utterances.], batch size: 182, lr: 8.48e-04
2022-08-21 12:59:48,182 INFO [train.py:927] (7/8) Epoch 3, batch 8450, libri_loss[loss=0.2578, simple_loss=0.34, pruned_loss=0.08783, over 12334.00 frames. utt_duration=1372 frames, utt_pad_proportion=0.005076, over 36.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3178, pruned_loss=0.07761, over 2476989.24 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06787, over 23580.46 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3333, pruned_loss=0.08568, over 2436677.07 frames. utt_duration=1249 frames, utt_pad_proportion=0.06052, over 7812.72 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3155, pruned_loss=0.07689, over 2478377.60 frames. utt_duration=390.1 frames, utt_pad_proportion=0.0665, over 25490.07 utterances.], batch size: 36, lr: 8.47e-04
2022-08-21 13:01:50,181 INFO [train.py:927] (7/8) Epoch 3, batch 8500, giga_loss[loss=0.2237, simple_loss=0.3087, pruned_loss=0.0694, over 12340.00 frames. utt_duration=706.5 frames, utt_pad_proportion=0.02818, over 70.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3174, pruned_loss=0.07838, over 2477165.24 frames. utt_duration=427 frames, utt_pad_proportion=0.06408, over 23272.02 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3326, pruned_loss=0.08527, over 2437834.03 frames. utt_duration=1255 frames, utt_pad_proportion=0.05891, over 7776.87 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3156, pruned_loss=0.07793, over 2478492.18 frames. utt_duration=392.7 frames, utt_pad_proportion=0.06374, over 25322.82 utterances.], batch size: 70, lr: 8.47e-04
2022-08-21 13:03:56,348 INFO [train.py:927] (7/8) Epoch 3, batch 8550, giga_loss[loss=0.2192, simple_loss=0.3011, pruned_loss=0.06866, over 12414.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03092, over 122.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3171, pruned_loss=0.07914, over 2477887.43 frames. utt_duration=416 frames, utt_pad_proportion=0.06663, over 23892.99 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3326, pruned_loss=0.08538, over 2438771.34 frames. utt_duration=1255 frames, utt_pad_proportion=0.05833, over 7784.37 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3154, pruned_loss=0.07857, over 2478819.37 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06636, over 25791.67 utterances.], batch size: 122, lr: 8.47e-04
2022-08-21 13:06:17,046 INFO [train.py:927] (7/8) Epoch 3, batch 8600, giga_loss[loss=0.2379, simple_loss=0.3139, pruned_loss=0.08101, over 12399.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03945, over 105.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3182, pruned_loss=0.07926, over 2477866.20 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06482, over 23960.72 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3323, pruned_loss=0.0854, over 2439195.93 frames. utt_duration=1258 frames, utt_pad_proportion=0.05743, over 7764.87 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3169, pruned_loss=0.07869, over 2478903.08 frames. utt_duration=386 frames, utt_pad_proportion=0.06501, over 25764.29 utterances.], batch size: 105, lr: 8.46e-04
2022-08-21 13:08:24,688 INFO [train.py:927] (7/8) Epoch 3, batch 8650, giga_loss[loss=0.2941, simple_loss=0.3359, pruned_loss=0.1261, over 12423.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09585, over 256.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3168, pruned_loss=0.07922, over 2478447.73 frames. utt_duration=415.2 frames, utt_pad_proportion=0.0629, over 23944.49 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3319, pruned_loss=0.08518, over 2440260.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05614, over 7743.39 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3156, pruned_loss=0.07877, over 2479550.14 frames. utt_duration=383.6 frames, utt_pad_proportion=0.0636, over 25932.12 utterances.], batch size: 256, lr: 8.46e-04
2022-08-21 13:10:21,434 INFO [train.py:927] (7/8) Epoch 3, batch 8700, giga_loss[loss=0.2317, simple_loss=0.3127, pruned_loss=0.07536, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03283, over 85.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3136, pruned_loss=0.07815, over 2478378.77 frames. utt_duration=420.4 frames, utt_pad_proportion=0.0613, over 23648.37 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.332, pruned_loss=0.08545, over 2441093.86 frames. utt_duration=1260 frames, utt_pad_proportion=0.05617, over 7761.38 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3122, pruned_loss=0.07738, over 2479533.75 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06205, over 25660.42 utterances.], batch size: 85, lr: 8.46e-04
2022-08-21 13:12:18,716 INFO [train.py:927] (7/8) Epoch 3, batch 8750, giga_loss[loss=0.2078, simple_loss=0.2929, pruned_loss=0.06133, over 12311.00 frames. utt_duration=850.1 frames, utt_pad_proportion=0.03503, over 58.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3137, pruned_loss=0.07835, over 2477463.90 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06298, over 23619.89 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3321, pruned_loss=0.08545, over 2441635.44 frames. utt_duration=1249 frames, utt_pad_proportion=0.05932, over 7827.21 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3122, pruned_loss=0.07763, over 2478556.82 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06256, over 25438.71 utterances.], batch size: 58, lr: 8.45e-04
2022-08-21 13:14:23,605 INFO [train.py:927] (7/8) Epoch 3, batch 8800, giga_loss[loss=0.2181, simple_loss=0.3016, pruned_loss=0.06728, over 12436.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05646, over 182.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3153, pruned_loss=0.07704, over 2477376.03 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06489, over 24204.43 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3352, pruned_loss=0.08558, over 2442310.73 frames. utt_duration=1246 frames, utt_pad_proportion=0.05924, over 7851.21 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3109, pruned_loss=0.07616, over 2478444.37 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06454, over 25988.80 utterances.], batch size: 182, lr: 8.45e-04
2022-08-21 13:16:32,491 INFO [train.py:927] (7/8) Epoch 3, batch 8850, giga_loss[loss=0.2076, simple_loss=0.2956, pruned_loss=0.05984, over 12349.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02811, over 48.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.314, pruned_loss=0.0762, over 2476760.84 frames. utt_duration=434.7 frames, utt_pad_proportion=0.06144, over 22854.73 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3354, pruned_loss=0.0855, over 2443841.56 frames. utt_duration=1255 frames, utt_pad_proportion=0.05704, over 7800.75 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3094, pruned_loss=0.07518, over 2477795.14 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06206, over 25056.51 utterances.], batch size: 48, lr: 8.45e-04
2022-08-21 13:18:36,468 INFO [train.py:927] (7/8) Epoch 3, batch 8900, giga_loss[loss=0.2511, simple_loss=0.3212, pruned_loss=0.09047, over 12380.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06089, over 182.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3134, pruned_loss=0.07674, over 2477199.84 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06289, over 23556.15 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3356, pruned_loss=0.08565, over 2444234.38 frames. utt_duration=1242 frames, utt_pad_proportion=0.06154, over 7882.32 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3095, pruned_loss=0.07575, over 2477958.66 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06218, over 25347.69 utterances.], batch size: 182, lr: 8.44e-04
2022-08-21 13:20:33,207 INFO [train.py:927] (7/8) Epoch 3, batch 8950, giga_loss[loss=0.2101, simple_loss=0.2988, pruned_loss=0.06067, over 12399.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04503, over 146.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3115, pruned_loss=0.07542, over 2477300.66 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06281, over 23556.55 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3347, pruned_loss=0.08526, over 2444819.82 frames. utt_duration=1244 frames, utt_pad_proportion=0.06059, over 7870.60 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3083, pruned_loss=0.07465, over 2478444.96 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06257, over 25532.49 utterances.], batch size: 146, lr: 8.44e-04
2022-08-21 13:22:36,001 INFO [train.py:927] (7/8) Epoch 3, batch 9000, giga_loss[loss=0.2474, simple_loss=0.3234, pruned_loss=0.08567, over 12435.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.04832, over 147.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3133, pruned_loss=0.07567, over 2477509.01 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06153, over 23426.34 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3345, pruned_loss=0.08531, over 2445253.37 frames. utt_duration=1246 frames, utt_pad_proportion=0.05988, over 7856.65 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3107, pruned_loss=0.07486, over 2478466.00 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06163, over 25224.01 utterances.], batch size: 147, lr: 8.44e-04
2022-08-21 13:22:36,001 INFO [train.py:958] (7/8) Computing validation loss
2022-08-21 13:22:49,583 INFO [train.py:967] (7/8) 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 13:24:47,977 INFO [train.py:927] (7/8) Epoch 3, batch 9050, giga_loss[loss=0.2214, simple_loss=0.2954, pruned_loss=0.07371, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03464, over 42.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3145, pruned_loss=0.07653, over 2477769.69 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06018, over 23452.72 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3345, pruned_loss=0.0855, over 2446382.91 frames. utt_duration=1242 frames, utt_pad_proportion=0.06023, over 7890.78 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3119, pruned_loss=0.07548, over 2478380.19 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06027, over 25281.44 utterances.], batch size: 42, lr: 8.43e-04
2022-08-21 13:26:49,256 INFO [train.py:927] (7/8) Epoch 3, batch 9100, giga_loss[loss=0.2236, simple_loss=0.3061, pruned_loss=0.07048, over 12413.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05821, over 182.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3133, pruned_loss=0.07571, over 2477633.05 frames. utt_duration=422.1 frames, utt_pad_proportion=0.0622, over 23549.16 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3345, pruned_loss=0.08548, over 2447596.50 frames. utt_duration=1228 frames, utt_pad_proportion=0.06439, over 7985.15 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3104, pruned_loss=0.07455, over 2478131.47 frames. utt_duration=390 frames, utt_pad_proportion=0.06092, over 25493.83 utterances.], batch size: 182, lr: 8.43e-04
2022-08-21 13:28:50,757 INFO [train.py:927] (7/8) Epoch 3, batch 9150, giga_loss[loss=0.244, simple_loss=0.3205, pruned_loss=0.08381, over 12395.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0448, over 146.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3121, pruned_loss=0.07553, over 2477778.15 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06047, over 23542.72 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3339, pruned_loss=0.08519, over 2447761.86 frames. utt_duration=1228 frames, utt_pad_proportion=0.06463, over 7985.57 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.31, pruned_loss=0.07472, over 2478398.22 frames. utt_duration=393.4 frames, utt_pad_proportion=0.05946, over 25274.37 utterances.], batch size: 146, lr: 8.43e-04
2022-08-21 13:30:57,577 INFO [train.py:927] (7/8) Epoch 3, batch 9200, giga_loss[loss=0.2238, simple_loss=0.3074, pruned_loss=0.0701, over 12388.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03546, over 113.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3137, pruned_loss=0.07604, over 2478166.19 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06135, over 24149.05 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.335, pruned_loss=0.08542, over 2448013.54 frames. utt_duration=1227 frames, utt_pad_proportion=0.06421, over 7991.69 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3109, pruned_loss=0.0751, over 2478700.40 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06062, over 25646.50 utterances.], batch size: 113, lr: 8.42e-04
2022-08-21 13:33:05,277 INFO [train.py:927] (7/8) Epoch 3, batch 9250, giga_loss[loss=0.2391, simple_loss=0.3168, pruned_loss=0.0807, over 12173.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03539, over 39.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3169, pruned_loss=0.07805, over 2477793.21 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06469, over 24776.40 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3361, pruned_loss=0.08572, over 2448068.57 frames. utt_duration=1228 frames, utt_pad_proportion=0.06345, over 7981.86 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3134, pruned_loss=0.07692, over 2478574.02 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06416, over 26199.96 utterances.], batch size: 39, lr: 8.42e-04
2022-08-21 13:35:10,632 INFO [train.py:927] (7/8) Epoch 3, batch 9300, giga_loss[loss=0.2342, simple_loss=0.3148, pruned_loss=0.07677, over 12375.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03619, over 113.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3173, pruned_loss=0.07804, over 2476886.47 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06655, over 24887.07 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3356, pruned_loss=0.08548, over 2448057.18 frames. utt_duration=1235 frames, utt_pad_proportion=0.06287, over 7941.60 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3146, pruned_loss=0.0772, over 2478160.82 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06617, over 26425.39 utterances.], batch size: 113, lr: 8.42e-04
2022-08-21 13:37:19,512 INFO [train.py:927] (7/8) Epoch 3, batch 9350, giga_loss[loss=0.2284, simple_loss=0.3127, pruned_loss=0.07209, over 12389.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.02782, over 58.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.315, pruned_loss=0.0771, over 2477480.38 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06572, over 24511.54 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.335, pruned_loss=0.08529, over 2448879.85 frames. utt_duration=1239 frames, utt_pad_proportion=0.06154, over 7916.86 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3129, pruned_loss=0.07637, over 2478543.55 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06586, over 26214.43 utterances.], batch size: 58, lr: 8.41e-04
2022-08-21 13:39:22,059 INFO [train.py:927] (7/8) Epoch 3, batch 9400, giga_loss[loss=0.2674, simple_loss=0.3419, pruned_loss=0.09642, over 12378.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04612, over 146.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3139, pruned_loss=0.07682, over 2477042.73 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06451, over 24430.63 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3339, pruned_loss=0.08473, over 2449503.79 frames. utt_duration=1248 frames, utt_pad_proportion=0.05999, over 7862.18 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3124, pruned_loss=0.07646, over 2478340.77 frames. utt_duration=376 frames, utt_pad_proportion=0.06513, over 26446.85 utterances.], batch size: 146, lr: 8.41e-04
2022-08-21 13:41:26,701 INFO [train.py:927] (7/8) Epoch 3, batch 9450, giga_loss[loss=0.212, simple_loss=0.3022, pruned_loss=0.06093, over 12432.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03323, over 75.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3129, pruned_loss=0.07734, over 2477070.09 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06338, over 24313.41 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3329, pruned_loss=0.08424, over 2450174.27 frames. utt_duration=1253 frames, utt_pad_proportion=0.05811, over 7831.18 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3118, pruned_loss=0.07721, over 2478488.86 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0645, over 26562.57 utterances.], batch size: 75, lr: 8.41e-04
2022-08-21 13:43:32,544 INFO [train.py:927] (7/8) Epoch 3, batch 9500, giga_loss[loss=0.2354, simple_loss=0.3294, pruned_loss=0.07071, over 12361.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.02996, over 58.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3118, pruned_loss=0.07546, over 2477062.01 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06218, over 23733.11 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.333, pruned_loss=0.08431, over 2450320.50 frames. utt_duration=1254 frames, utt_pad_proportion=0.05776, over 7823.92 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3107, pruned_loss=0.07522, over 2478285.08 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06328, over 25652.92 utterances.], batch size: 58, lr: 8.40e-04
2022-08-21 13:45:25,773 INFO [train.py:927] (7/8) Epoch 3, batch 9550, giga_loss[loss=0.22, simple_loss=0.3153, pruned_loss=0.06234, over 12404.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02964, over 62.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3124, pruned_loss=0.07385, over 2477845.08 frames. utt_duration=420.3 frames, utt_pad_proportion=0.0629, over 23648.73 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3333, pruned_loss=0.08434, over 2450668.53 frames. utt_duration=1256 frames, utt_pad_proportion=0.05735, over 7815.73 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3111, pruned_loss=0.07354, over 2478737.12 frames. utt_duration=393 frames, utt_pad_proportion=0.06385, over 25304.77 utterances.], batch size: 62, lr: 8.40e-04
2022-08-21 13:47:38,395 INFO [train.py:927] (7/8) Epoch 3, batch 9600, giga_loss[loss=0.2166, simple_loss=0.306, pruned_loss=0.06363, over 12416.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03347, over 122.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3125, pruned_loss=0.07354, over 2477620.61 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06317, over 23710.47 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3336, pruned_loss=0.08429, over 2450897.19 frames. utt_duration=1255 frames, utt_pad_proportion=0.0572, over 7822.65 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.311, pruned_loss=0.07329, over 2478230.29 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06397, over 25073.85 utterances.], batch size: 122, lr: 8.40e-04
2022-08-21 13:49:50,122 INFO [train.py:927] (7/8) Epoch 3, batch 9650, giga_loss[loss=0.2461, simple_loss=0.3276, pruned_loss=0.08231, over 12418.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02525, over 91.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3122, pruned_loss=0.07324, over 2477328.00 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06597, over 23873.19 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.333, pruned_loss=0.08392, over 2451396.66 frames. utt_duration=1259 frames, utt_pad_proportion=0.05585, over 7795.49 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3109, pruned_loss=0.07302, over 2478222.59 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06696, over 25525.29 utterances.], batch size: 91, lr: 8.39e-04
2022-08-21 13:52:04,365 INFO [train.py:927] (7/8) Epoch 3, batch 9700, giga_loss[loss=0.2561, simple_loss=0.3322, pruned_loss=0.09002, over 12351.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02335, over 45.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3138, pruned_loss=0.07391, over 2477179.78 frames. utt_duration=432.5 frames, utt_pad_proportion=0.06209, over 22974.30 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3322, pruned_loss=0.08376, over 2451685.88 frames. utt_duration=1267 frames, utt_pad_proportion=0.05445, over 7750.29 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.313, pruned_loss=0.07358, over 2478439.50 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06362, over 24851.93 utterances.], batch size: 45, lr: 8.39e-04
2022-08-21 13:54:23,659 INFO [train.py:927] (7/8) Epoch 3, batch 9750, giga_loss[loss=0.254, simple_loss=0.3244, pruned_loss=0.09177, over 12383.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05588, over 181.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3139, pruned_loss=0.0748, over 2476482.67 frames. utt_duration=437.6 frames, utt_pad_proportion=0.06286, over 22696.95 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3311, pruned_loss=0.08356, over 2452027.22 frames. utt_duration=1271 frames, utt_pad_proportion=0.05341, over 7723.44 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3137, pruned_loss=0.07445, over 2477989.68 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06443, over 24711.38 utterances.], batch size: 181, lr: 8.39e-04
2022-08-21 13:56:43,425 INFO [train.py:927] (7/8) Epoch 3, batch 9800, giga_loss[loss=0.249, simple_loss=0.323, pruned_loss=0.08748, over 12407.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09729, over 256.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3116, pruned_loss=0.07338, over 2476155.91 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06456, over 23094.51 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3309, pruned_loss=0.08348, over 2452324.90 frames. utt_duration=1269 frames, utt_pad_proportion=0.05331, over 7741.75 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3113, pruned_loss=0.07301, over 2477522.87 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06576, over 24927.79 utterances.], batch size: 256, lr: 8.38e-04
2022-08-21 13:58:41,756 INFO [train.py:927] (7/8) Epoch 3, batch 9850, giga_loss[loss=0.2304, simple_loss=0.3018, pruned_loss=0.07952, over 12387.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1816, over 359.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3116, pruned_loss=0.07391, over 2475926.06 frames. utt_duration=430 frames, utt_pad_proportion=0.0675, over 23093.48 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3302, pruned_loss=0.08362, over 2453167.28 frames. utt_duration=1263 frames, utt_pad_proportion=0.05412, over 7777.18 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.311, pruned_loss=0.07302, over 2477346.21 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06817, over 25270.37 utterances.], batch size: 359, lr: 8.38e-04
2022-08-21 14:00:39,465 INFO [train.py:927] (7/8) Epoch 3, batch 9900, giga_loss[loss=0.2594, simple_loss=0.3358, pruned_loss=0.09155, over 12375.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04607, over 146.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3141, pruned_loss=0.07503, over 2476388.20 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06643, over 23254.05 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3304, pruned_loss=0.08367, over 2453213.57 frames. utt_duration=1262 frames, utt_pad_proportion=0.05376, over 7787.52 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3132, pruned_loss=0.07416, over 2477766.22 frames. utt_duration=395 frames, utt_pad_proportion=0.06719, over 25165.05 utterances.], batch size: 146, lr: 8.38e-04
2022-08-21 14:02:31,183 INFO [train.py:927] (7/8) Epoch 3, batch 9950, libri_loss[loss=0.3319, simple_loss=0.4255, pruned_loss=0.1192, over 12415.00 frames. utt_duration=765.6 frames, utt_pad_proportion=0.131, over 65.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3135, pruned_loss=0.07482, over 2476699.92 frames. utt_duration=413 frames, utt_pad_proportion=0.07028, over 24055.62 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3315, pruned_loss=0.08366, over 2453279.79 frames. utt_duration=1260 frames, utt_pad_proportion=0.0538, over 7795.94 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3116, pruned_loss=0.07395, over 2478146.87 frames. utt_duration=384.7 frames, utt_pad_proportion=0.07065, over 25849.20 utterances.], batch size: 65, lr: 8.37e-04
2022-08-21 14:04:24,540 INFO [train.py:927] (7/8) Epoch 3, batch 10000, giga_loss[loss=0.3111, simple_loss=0.3817, pruned_loss=0.1203, over 12360.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03224, over 51.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3173, pruned_loss=0.07803, over 2476505.47 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06817, over 23975.93 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3314, pruned_loss=0.0839, over 2453716.71 frames. utt_duration=1262 frames, utt_pad_proportion=0.05273, over 7784.13 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3154, pruned_loss=0.07695, over 2477790.31 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06902, over 25816.93 utterances.], batch size: 51, lr: 8.37e-04
2022-08-21 14:06:06,161 INFO [train.py:927] (7/8) Epoch 3, batch 10050, giga_loss[loss=0.2381, simple_loss=0.3322, pruned_loss=0.07204, over 12404.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3237, pruned_loss=0.08226, over 2475515.28 frames. utt_duration=432 frames, utt_pad_proportion=0.06841, over 22987.32 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3303, pruned_loss=0.08341, over 2453984.97 frames. utt_duration=1269 frames, utt_pad_proportion=0.05186, over 7741.96 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.323, pruned_loss=0.08177, over 2476792.08 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06946, over 24856.54 utterances.], batch size: 133, lr: 8.37e-04
2022-08-21 14:07:50,652 INFO [train.py:927] (7/8) Epoch 3, batch 10100, giga_loss[loss=0.2175, simple_loss=0.2926, pruned_loss=0.07121, over 12473.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02947, over 55.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3216, pruned_loss=0.08226, over 2475662.85 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07036, over 22178.66 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.33, pruned_loss=0.0833, over 2453910.10 frames. utt_duration=1272 frames, utt_pad_proportion=0.05127, over 7724.91 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3212, pruned_loss=0.08197, over 2477058.78 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07135, over 23882.91 utterances.], batch size: 55, lr: 8.36e-04
2022-08-21 14:09:33,913 INFO [train.py:927] (7/8) Epoch 3, batch 10150, giga_loss[loss=0.1981, simple_loss=0.2698, pruned_loss=0.06316, over 12403.00 frames. utt_duration=512.8 frames, utt_pad_proportion=0.02872, over 97.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3156, pruned_loss=0.0803, over 2475500.21 frames. utt_duration=470.2 frames, utt_pad_proportion=0.06803, over 21118.87 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3294, pruned_loss=0.08313, over 2454306.89 frames. utt_duration=1276 frames, utt_pad_proportion=0.05021, over 7700.09 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3154, pruned_loss=0.08014, over 2476944.21 frames. utt_duration=433 frames, utt_pad_proportion=0.0695, over 22951.89 utterances.], batch size: 97, lr: 8.36e-04
2022-08-21 14:11:17,374 INFO [train.py:927] (7/8) Epoch 3, batch 10200, giga_loss[loss=0.2147, simple_loss=0.2914, pruned_loss=0.069, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.0491, over 34.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3085, pruned_loss=0.0773, over 2475716.08 frames. utt_duration=486 frames, utt_pad_proportion=0.06697, over 20434.70 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3308, pruned_loss=0.08315, over 2454591.67 frames. utt_duration=1275 frames, utt_pad_proportion=0.04986, over 7710.04 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3069, pruned_loss=0.0771, over 2476977.57 frames. utt_duration=449.7 frames, utt_pad_proportion=0.06845, over 22098.79 utterances.], batch size: 34, lr: 8.36e-04
2022-08-21 14:13:00,539 INFO [train.py:927] (7/8) Epoch 3, batch 10250, giga_loss[loss=0.208, simple_loss=0.2807, pruned_loss=0.06768, over 12420.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06139, over 183.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3035, pruned_loss=0.07552, over 2475327.26 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06778, over 20086.79 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3313, pruned_loss=0.08331, over 2454924.48 frames. utt_duration=1280 frames, utt_pad_proportion=0.04913, over 7681.62 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3012, pruned_loss=0.07508, over 2476486.78 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0693, over 21713.56 utterances.], batch size: 183, lr: 8.35e-04
2022-08-21 14:14:44,062 INFO [train.py:927] (7/8) Epoch 3, batch 10300, giga_loss[loss=0.2049, simple_loss=0.2823, pruned_loss=0.06372, over 12410.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03925, over 133.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.2996, pruned_loss=0.07433, over 2475114.15 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06674, over 19443.48 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3313, pruned_loss=0.08361, over 2455517.64 frames. utt_duration=1274 frames, utt_pad_proportion=0.05215, over 7718.18 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.2967, pruned_loss=0.07343, over 2476242.56 frames. utt_duration=469.2 frames, utt_pad_proportion=0.06742, over 21172.01 utterances.], batch size: 133, lr: 8.35e-04
2022-08-21 14:16:25,822 INFO [train.py:927] (7/8) Epoch 3, batch 10350, giga_loss[loss=0.2537, simple_loss=0.3056, pruned_loss=0.1009, over 12377.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2933, pruned_loss=0.07145, over 2474926.20 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06828, over 19563.59 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3307, pruned_loss=0.08333, over 2455582.10 frames. utt_duration=1279 frames, utt_pad_proportion=0.05152, over 7689.96 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.291, pruned_loss=0.0708, over 2476120.44 frames. utt_duration=469.1 frames, utt_pad_proportion=0.069, over 21178.32 utterances.], batch size: 258, lr: 8.35e-04
2022-08-21 14:18:08,973 INFO [train.py:927] (7/8) Epoch 3, batch 10400, giga_loss[loss=0.1889, simple_loss=0.2563, pruned_loss=0.06075, over 12330.00 frames. utt_duration=1593 frames, utt_pad_proportion=0.05081, over 31.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2873, pruned_loss=0.06864, over 2474414.51 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06572, over 19042.85 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3306, pruned_loss=0.08326, over 2455916.67 frames. utt_duration=1277 frames, utt_pad_proportion=0.05121, over 7700.58 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.285, pruned_loss=0.06803, over 2475312.12 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06668, over 20463.11 utterances.], batch size: 31, lr: 8.34e-04
2022-08-21 14:19:51,489 INFO [train.py:927] (7/8) Epoch 3, batch 10450, giga_loss[loss=0.1632, simple_loss=0.24, pruned_loss=0.04317, over 12350.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.0329, over 104.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2828, pruned_loss=0.06658, over 2473955.09 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06327, over 19281.47 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3311, pruned_loss=0.08342, over 2456209.14 frames. utt_duration=1273 frames, utt_pad_proportion=0.05148, over 7726.92 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2795, pruned_loss=0.06559, over 2474828.78 frames. utt_duration=481 frames, utt_pad_proportion=0.06422, over 20643.92 utterances.], batch size: 104, lr: 8.34e-04
2022-08-21 14:21:35,242 INFO [train.py:927] (7/8) Epoch 3, batch 10500, giga_loss[loss=0.2643, simple_loss=0.3451, pruned_loss=0.09181, over 12307.00 frames. utt_duration=966.9 frames, utt_pad_proportion=0.03597, over 51.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2884, pruned_loss=0.06927, over 2474085.62 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06153, over 19203.03 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3307, pruned_loss=0.08308, over 2456160.52 frames. utt_duration=1268 frames, utt_pad_proportion=0.05465, over 7759.58 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2847, pruned_loss=0.06828, over 2475408.96 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06152, over 20631.12 utterances.], batch size: 51, lr: 8.34e-04
2022-08-21 14:23:19,201 INFO [train.py:927] (7/8) Epoch 3, batch 10550, giga_loss[loss=0.2533, simple_loss=0.3403, pruned_loss=0.08314, over 12461.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.03889, over 26.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3001, pruned_loss=0.07529, over 2473880.88 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06117, over 18808.41 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3301, pruned_loss=0.08294, over 2456377.13 frames. utt_duration=1272 frames, utt_pad_proportion=0.05412, over 7733.31 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.2972, pruned_loss=0.07449, over 2474979.05 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06139, over 20112.16 utterances.], batch size: 26, lr: 8.33e-04
2022-08-21 14:25:00,164 INFO [train.py:927] (7/8) Epoch 3, batch 10600, giga_loss[loss=0.2507, simple_loss=0.3411, pruned_loss=0.08022, over 12427.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02366, over 48.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3082, pruned_loss=0.07915, over 2473756.00 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07079, over 20031.53 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3299, pruned_loss=0.08292, over 2456609.11 frames. utt_duration=1276 frames, utt_pad_proportion=0.0533, over 7711.83 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3056, pruned_loss=0.07842, over 2474743.58 frames. utt_duration=466 frames, utt_pad_proportion=0.07081, over 21309.31 utterances.], batch size: 48, lr: 8.33e-04
2022-08-21 14:26:43,128 INFO [train.py:927] (7/8) Epoch 3, batch 10650, giga_loss[loss=0.2725, simple_loss=0.339, pruned_loss=0.103, over 12254.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03029, over 42.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3135, pruned_loss=0.08117, over 2474429.02 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07046, over 19911.08 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.33, pruned_loss=0.08271, over 2457439.53 frames. utt_duration=1268 frames, utt_pad_proportion=0.05702, over 7763.94 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3109, pruned_loss=0.08069, over 2474862.71 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06936, over 21155.97 utterances.], batch size: 42, lr: 8.33e-04
2022-08-21 14:28:28,316 INFO [train.py:927] (7/8) Epoch 3, batch 10700, giga_loss[loss=0.2522, simple_loss=0.3198, pruned_loss=0.09227, over 12384.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04467, over 26.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3195, pruned_loss=0.08562, over 2473754.57 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07014, over 19641.34 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3301, pruned_loss=0.08285, over 2457702.69 frames. utt_duration=1267 frames, utt_pad_proportion=0.05645, over 7765.64 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3171, pruned_loss=0.08514, over 2474143.25 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06959, over 20848.95 utterances.], batch size: 26, lr: 8.32e-04
2022-08-21 14:30:12,886 INFO [train.py:927] (7/8) Epoch 3, batch 10750, giga_loss[loss=0.2496, simple_loss=0.3348, pruned_loss=0.08222, over 12186.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.02915, over 36.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3232, pruned_loss=0.08703, over 2473135.37 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06721, over 18720.46 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.33, pruned_loss=0.08302, over 2457993.94 frames. utt_duration=1267 frames, utt_pad_proportion=0.05548, over 7771.93 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.321, pruned_loss=0.08661, over 2473728.05 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06742, over 20114.53 utterances.], batch size: 36, lr: 8.32e-04
2022-08-21 14:31:52,642 INFO [train.py:927] (7/8) Epoch 3, batch 10800, giga_loss[loss=0.2507, simple_loss=0.326, pruned_loss=0.08772, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03165, over 85.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3267, pruned_loss=0.08805, over 2473020.25 frames. utt_duration=514.2 frames, utt_pad_proportion=0.0747, over 19294.02 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3308, pruned_loss=0.08302, over 2458718.62 frames. utt_duration=1270 frames, utt_pad_proportion=0.054, over 7754.11 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3241, pruned_loss=0.0879, over 2473353.85 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07508, over 20843.22 utterances.], batch size: 85, lr: 8.32e-04
2022-08-21 14:33:37,098 INFO [train.py:927] (7/8) Epoch 3, batch 10850, giga_loss[loss=0.222, simple_loss=0.3186, pruned_loss=0.06273, over 12423.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04195, over 31.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3275, pruned_loss=0.08634, over 2473356.34 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06958, over 17916.39 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3307, pruned_loss=0.08313, over 2459104.19 frames. utt_duration=1260 frames, utt_pad_proportion=0.05751, over 7817.35 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3255, pruned_loss=0.08622, over 2473539.57 frames. utt_duration=514.6 frames, utt_pad_proportion=0.0693, over 19282.51 utterances.], batch size: 31, lr: 8.31e-04
2022-08-21 14:35:20,743 INFO [train.py:927] (7/8) Epoch 3, batch 10900, giga_loss[loss=0.2842, simple_loss=0.3417, pruned_loss=0.1134, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03031, over 48.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3266, pruned_loss=0.08529, over 2473461.86 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06655, over 17168.83 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3303, pruned_loss=0.08312, over 2459020.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05659, over 7800.01 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3253, pruned_loss=0.08527, over 2474037.97 frames. utt_duration=536.4 frames, utt_pad_proportion=0.06698, over 18501.18 utterances.], batch size: 48, lr: 8.31e-04
2022-08-21 14:37:03,361 INFO [train.py:927] (7/8) Epoch 3, batch 10950, giga_loss[loss=0.3019, simple_loss=0.3624, pruned_loss=0.1207, over 12436.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03568, over 98.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.33, pruned_loss=0.08979, over 2473195.99 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06625, over 17361.16 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.33, pruned_loss=0.08299, over 2459465.42 frames. utt_duration=1259 frames, utt_pad_proportion=0.05619, over 7823.94 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3291, pruned_loss=0.09006, over 2473679.69 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06693, over 18729.46 utterances.], batch size: 98, lr: 8.31e-04
2022-08-21 14:38:50,254 INFO [train.py:927] (7/8) Epoch 3, batch 11000, giga_loss[loss=0.2663, simple_loss=0.3386, pruned_loss=0.09702, over 12368.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03118, over 97.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.33, pruned_loss=0.09131, over 2473481.65 frames. utt_duration=556.4 frames, utt_pad_proportion=0.07192, over 17831.31 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3303, pruned_loss=0.08322, over 2459880.58 frames. utt_duration=1238 frames, utt_pad_proportion=0.06129, over 7957.38 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3291, pruned_loss=0.09151, over 2473865.80 frames. utt_duration=520.6 frames, utt_pad_proportion=0.07036, over 19063.51 utterances.], batch size: 97, lr: 8.30e-04
2022-08-21 14:40:35,628 INFO [train.py:927] (7/8) Epoch 3, batch 11050, giga_loss[loss=0.262, simple_loss=0.3358, pruned_loss=0.09412, over 12366.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04621, over 26.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3293, pruned_loss=0.09088, over 2473300.57 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06705, over 17533.18 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3307, pruned_loss=0.08329, over 2459979.36 frames. utt_duration=1242 frames, utt_pad_proportion=0.06041, over 7935.31 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3282, pruned_loss=0.09114, over 2473784.03 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06646, over 18709.63 utterances.], batch size: 26, lr: 8.30e-04
2022-08-21 14:42:19,841 INFO [train.py:927] (7/8) Epoch 3, batch 11100, giga_loss[loss=0.2171, simple_loss=0.2913, pruned_loss=0.07145, over 12440.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02994, over 80.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3274, pruned_loss=0.08978, over 2473752.61 frames. utt_duration=538.5 frames, utt_pad_proportion=0.07117, over 18427.58 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3307, pruned_loss=0.08306, over 2459843.68 frames. utt_duration=1244 frames, utt_pad_proportion=0.06007, over 7919.97 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3265, pruned_loss=0.09025, over 2474368.14 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07063, over 19448.88 utterances.], batch size: 80, lr: 8.30e-04
2022-08-21 14:44:03,281 INFO [train.py:927] (7/8) Epoch 3, batch 11150, giga_loss[loss=0.2066, simple_loss=0.2816, pruned_loss=0.06581, over 12357.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04195, over 113.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3236, pruned_loss=0.08707, over 2473742.52 frames. utt_duration=534.9 frames, utt_pad_proportion=0.07524, over 18550.91 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3314, pruned_loss=0.08295, over 2459692.90 frames. utt_duration=1249 frames, utt_pad_proportion=0.05882, over 7886.71 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3221, pruned_loss=0.08771, over 2474730.60 frames. utt_duration=504.5 frames, utt_pad_proportion=0.07522, over 19679.02 utterances.], batch size: 113, lr: 8.29e-04
2022-08-21 14:45:48,976 INFO [train.py:927] (7/8) Epoch 3, batch 11200, giga_loss[loss=0.2868, simple_loss=0.354, pruned_loss=0.1098, over 12404.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04753, over 161.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3184, pruned_loss=0.08502, over 2474343.59 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07633, over 19537.16 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3313, pruned_loss=0.08307, over 2460219.28 frames. utt_duration=1254 frames, utt_pad_proportion=0.05748, over 7857.48 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3171, pruned_loss=0.0855, over 2475045.86 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07682, over 20741.27 utterances.], batch size: 161, lr: 8.29e-04
2022-08-21 14:47:39,258 INFO [train.py:927] (7/8) Epoch 3, batch 11250, giga_loss[loss=0.2697, simple_loss=0.3377, pruned_loss=0.1009, over 12376.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0605, over 182.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3174, pruned_loss=0.0842, over 2474086.57 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07688, over 19354.91 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.331, pruned_loss=0.08294, over 2460292.19 frames. utt_duration=1258 frames, utt_pad_proportion=0.05672, over 7833.56 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3164, pruned_loss=0.08471, over 2474809.83 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07762, over 20535.16 utterances.], batch size: 182, lr: 8.29e-04
2022-08-21 14:49:21,412 INFO [train.py:927] (7/8) Epoch 3, batch 11300, giga_loss[loss=0.2459, simple_loss=0.3169, pruned_loss=0.08746, over 12357.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03298, over 62.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3136, pruned_loss=0.08239, over 2473376.71 frames. utt_duration=546.2 frames, utt_pad_proportion=0.07115, over 18161.57 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3293, pruned_loss=0.08232, over 2460457.67 frames. utt_duration=1268 frames, utt_pad_proportion=0.05508, over 7773.64 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3137, pruned_loss=0.08337, over 2474342.53 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07296, over 19623.00 utterances.], batch size: 62, lr: 8.29e-04
2022-08-21 14:51:05,375 INFO [train.py:927] (7/8) Epoch 3, batch 11350, giga_loss[loss=0.2289, simple_loss=0.2979, pruned_loss=0.07994, over 12466.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03335, over 40.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3104, pruned_loss=0.0806, over 2473954.50 frames. utt_duration=580.4 frames, utt_pad_proportion=0.06524, over 17094.65 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3293, pruned_loss=0.08233, over 2461263.03 frames. utt_duration=1266 frames, utt_pad_proportion=0.05465, over 7783.38 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3098, pruned_loss=0.08132, over 2474408.69 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06753, over 18581.79 utterances.], batch size: 40, lr: 8.28e-04
2022-08-21 14:52:49,501 INFO [train.py:927] (7/8) Epoch 3, batch 11400, giga_loss[loss=0.2186, simple_loss=0.2914, pruned_loss=0.0729, over 12284.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.03783, over 51.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3062, pruned_loss=0.07867, over 2473194.00 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06025, over 16607.21 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3298, pruned_loss=0.08248, over 2461236.52 frames. utt_duration=1267 frames, utt_pad_proportion=0.05421, over 7778.56 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3051, pruned_loss=0.07907, over 2473690.82 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06266, over 17866.65 utterances.], batch size: 51, lr: 8.28e-04
2022-08-21 14:54:31,752 INFO [train.py:927] (7/8) Epoch 3, batch 11450, giga_loss[loss=0.2012, simple_loss=0.2711, pruned_loss=0.06565, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04088, over 37.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3034, pruned_loss=0.07747, over 2473172.49 frames. utt_duration=601.5 frames, utt_pad_proportion=0.06221, over 16488.87 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3298, pruned_loss=0.08246, over 2461099.60 frames. utt_duration=1260 frames, utt_pad_proportion=0.05487, over 7824.91 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3018, pruned_loss=0.07769, over 2474048.33 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06389, over 17698.05 utterances.], batch size: 37, lr: 8.28e-04
2022-08-21 14:56:13,697 INFO [train.py:927] (7/8) Epoch 3, batch 11500, giga_loss[loss=0.2381, simple_loss=0.3064, pruned_loss=0.08494, over 12373.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04201, over 133.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3001, pruned_loss=0.07601, over 2473310.56 frames. utt_duration=619 frames, utt_pad_proportion=0.05729, over 16021.15 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3302, pruned_loss=0.08272, over 2461188.16 frames. utt_duration=1256 frames, utt_pad_proportion=0.05504, over 7850.36 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.2978, pruned_loss=0.07579, over 2474176.67 frames. utt_duration=578.5 frames, utt_pad_proportion=0.05891, over 17153.32 utterances.], batch size: 133, lr: 8.27e-04
2022-08-21 14:57:57,713 INFO [train.py:927] (7/8) Epoch 3, batch 11550, giga_loss[loss=0.2391, simple_loss=0.3168, pruned_loss=0.08072, over 12353.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03247, over 51.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.2995, pruned_loss=0.07601, over 2473256.74 frames. utt_duration=633.4 frames, utt_pad_proportion=0.05531, over 15655.56 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3304, pruned_loss=0.08309, over 2461126.67 frames. utt_duration=1247 frames, utt_pad_proportion=0.05836, over 7905.34 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.2968, pruned_loss=0.07532, over 2474260.42 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05517, over 16677.83 utterances.], batch size: 51, lr: 8.27e-04
2022-08-21 14:59:40,116 INFO [train.py:927] (7/8) Epoch 3, batch 11600, giga_loss[loss=0.2419, simple_loss=0.3148, pruned_loss=0.08445, over 12397.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02843, over 62.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3042, pruned_loss=0.07907, over 2473072.15 frames. utt_duration=628.1 frames, utt_pad_proportion=0.05571, over 15787.01 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3301, pruned_loss=0.08309, over 2461983.74 frames. utt_duration=1251 frames, utt_pad_proportion=0.05703, over 7884.52 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3015, pruned_loss=0.07835, over 2473441.36 frames. utt_duration=589.1 frames, utt_pad_proportion=0.05614, over 16838.78 utterances.], batch size: 62, lr: 8.27e-04
2022-08-21 15:01:25,073 INFO [train.py:927] (7/8) Epoch 3, batch 11650, giga_loss[loss=0.2815, simple_loss=0.3614, pruned_loss=0.1008, over 12374.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05306, over 161.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3125, pruned_loss=0.08412, over 2473611.81 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06191, over 17164.23 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3301, pruned_loss=0.08317, over 2461985.04 frames. utt_duration=1249 frames, utt_pad_proportion=0.05714, over 7892.71 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.31, pruned_loss=0.08347, over 2474113.51 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06188, over 18148.10 utterances.], batch size: 161, lr: 8.26e-04
2022-08-21 15:03:08,918 INFO [train.py:927] (7/8) Epoch 3, batch 11700, giga_loss[loss=0.2436, simple_loss=0.3219, pruned_loss=0.08269, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02875, over 45.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3188, pruned_loss=0.0864, over 2473655.11 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06073, over 17264.21 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3305, pruned_loss=0.08314, over 2462131.01 frames. utt_duration=1253 frames, utt_pad_proportion=0.05579, over 7869.19 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.316, pruned_loss=0.08595, over 2474237.24 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06134, over 18324.57 utterances.], batch size: 45, lr: 8.26e-04
2022-08-21 15:04:50,835 INFO [train.py:927] (7/8) Epoch 3, batch 11750, libri_loss[loss=0.2158, simple_loss=0.2907, pruned_loss=0.07047, over 12383.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.009472, over 30.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3236, pruned_loss=0.0885, over 2474192.52 frames. utt_duration=564.3 frames, utt_pad_proportion=0.0601, over 17584.70 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3302, pruned_loss=0.083, over 2462492.66 frames. utt_duration=1258 frames, utt_pad_proportion=0.05457, over 7839.45 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3215, pruned_loss=0.08841, over 2474647.55 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06114, over 18731.37 utterances.], batch size: 30, lr: 8.26e-04
2022-08-21 15:06:34,105 INFO [train.py:927] (7/8) Epoch 3, batch 11800, libri_loss[loss=0.2887, simple_loss=0.364, pruned_loss=0.1067, over 12361.00 frames. utt_duration=443 frames, utt_pad_proportion=0.3088, over 112.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3219, pruned_loss=0.08645, over 2474487.27 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06177, over 17995.92 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3299, pruned_loss=0.08295, over 2462779.23 frames. utt_duration=1249 frames, utt_pad_proportion=0.0578, over 7896.98 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3203, pruned_loss=0.08646, over 2474760.65 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06116, over 18969.75 utterances.], batch size: 112, lr: 8.25e-04
2022-08-21 15:08:17,321 INFO [train.py:927] (7/8) Epoch 3, batch 11850, giga_loss[loss=0.3034, simple_loss=0.3478, pruned_loss=0.1295, over 12327.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2009, over 367.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3222, pruned_loss=0.0864, over 2473434.15 frames. utt_duration=536.7 frames, utt_pad_proportion=0.07339, over 18486.08 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3304, pruned_loss=0.08335, over 2462970.21 frames. utt_duration=1235 frames, utt_pad_proportion=0.06195, over 7986.81 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3204, pruned_loss=0.08612, over 2473681.88 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07102, over 19350.45 utterances.], batch size: 367, lr: 8.25e-04
2022-08-21 15:10:03,715 INFO [train.py:927] (7/8) Epoch 3, batch 11900, giga_loss[loss=0.2387, simple_loss=0.3236, pruned_loss=0.07687, over 12446.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0314, over 75.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3257, pruned_loss=0.08812, over 2473981.42 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06843, over 18470.75 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3314, pruned_loss=0.08366, over 2463231.42 frames. utt_duration=1238 frames, utt_pad_proportion=0.06077, over 7966.26 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3233, pruned_loss=0.08773, over 2474163.40 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06726, over 19404.87 utterances.], batch size: 75, lr: 8.25e-04
2022-08-21 15:11:46,352 INFO [train.py:927] (7/8) Epoch 3, batch 11950, giga_loss[loss=0.2547, simple_loss=0.3262, pruned_loss=0.09159, over 12432.00 frames. utt_duration=579.6 frames, utt_pad_proportion=0.03407, over 86.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3266, pruned_loss=0.08904, over 2473553.60 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06448, over 17691.37 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3311, pruned_loss=0.08376, over 2463582.30 frames. utt_duration=1233 frames, utt_pad_proportion=0.06333, over 8005.03 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3247, pruned_loss=0.08879, over 2473699.66 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06287, over 18728.37 utterances.], batch size: 86, lr: 8.24e-04
2022-08-21 15:13:30,998 INFO [train.py:927] (7/8) Epoch 3, batch 12000, giga_loss[loss=0.2662, simple_loss=0.3472, pruned_loss=0.09259, over 12418.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02391, over 48.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3277, pruned_loss=0.09029, over 2472771.07 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06547, over 17542.05 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3315, pruned_loss=0.08453, over 2463481.90 frames. utt_duration=1220 frames, utt_pad_proportion=0.06772, over 8083.97 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3258, pruned_loss=0.08955, over 2473182.96 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06249, over 18512.65 utterances.], batch size: 48, lr: 8.24e-04
2022-08-21 15:13:31,000 INFO [train.py:958] (7/8) Computing validation loss
2022-08-21 15:13:44,592 INFO [train.py:967] (7/8) Epoch 3, validation: loss=0.2108, simple_loss=0.3143, pruned_loss=0.05366, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 15:15:30,663 INFO [train.py:927] (7/8) Epoch 3, batch 12050, giga_loss[loss=0.2554, simple_loss=0.3385, pruned_loss=0.08616, over 12386.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.04157, over 105.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3282, pruned_loss=0.08941, over 2473284.23 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06299, over 16774.76 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3312, pruned_loss=0.08446, over 2463688.17 frames. utt_duration=1223 frames, utt_pad_proportion=0.06703, over 8069.42 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3269, pruned_loss=0.08898, over 2473580.17 frames. utt_duration=560 frames, utt_pad_proportion=0.06086, over 17715.81 utterances.], batch size: 105, lr: 8.24e-04
2022-08-21 15:17:13,706 INFO [train.py:927] (7/8) Epoch 3, batch 12100, giga_loss[loss=0.245, simple_loss=0.3176, pruned_loss=0.08619, over 12331.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03442, over 58.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3287, pruned_loss=0.08981, over 2472789.95 frames. utt_duration=621.6 frames, utt_pad_proportion=0.06052, over 15950.49 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3311, pruned_loss=0.08459, over 2463435.80 frames. utt_duration=1227 frames, utt_pad_proportion=0.06574, over 8041.97 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3277, pruned_loss=0.08949, over 2473459.23 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05938, over 16912.05 utterances.], batch size: 58, lr: 8.23e-04
2022-08-21 15:18:55,697 INFO [train.py:927] (7/8) Epoch 3, batch 12150, giga_loss[loss=0.2377, simple_loss=0.3135, pruned_loss=0.08093, over 12429.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03843, over 37.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3274, pruned_loss=0.0892, over 2471343.36 frames. utt_duration=650.8 frames, utt_pad_proportion=0.06008, over 15224.70 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.331, pruned_loss=0.08474, over 2463552.98 frames. utt_duration=1226 frames, utt_pad_proportion=0.06492, over 8045.03 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3265, pruned_loss=0.08905, over 2472165.96 frames. utt_duration=606.1 frames, utt_pad_proportion=0.05943, over 16355.35 utterances.], batch size: 37, lr: 8.23e-04
2022-08-21 15:20:37,369 INFO [train.py:927] (7/8) Epoch 3, batch 12200, libri_loss[loss=0.2312, simple_loss=0.2975, pruned_loss=0.08242, over 12394.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008928, over 30.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3293, pruned_loss=0.09046, over 2471694.66 frames. utt_duration=644.1 frames, utt_pad_proportion=0.05699, over 15386.58 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3316, pruned_loss=0.08481, over 2463504.24 frames. utt_duration=1228 frames, utt_pad_proportion=0.06428, over 8032.11 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.328, pruned_loss=0.09038, over 2472544.63 frames. utt_duration=603.3 frames, utt_pad_proportion=0.05689, over 16433.25 utterances.], batch size: 30, lr: 8.23e-04
2022-08-21 15:22:22,383 INFO [train.py:927] (7/8) Epoch 3, batch 12250, giga_loss[loss=0.2338, simple_loss=0.319, pruned_loss=0.07426, over 12429.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03854, over 105.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3285, pruned_loss=0.08973, over 2471884.64 frames. utt_duration=629.2 frames, utt_pad_proportion=0.06227, over 15751.49 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3316, pruned_loss=0.0849, over 2463486.58 frames. utt_duration=1226 frames, utt_pad_proportion=0.06434, over 8044.51 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3275, pruned_loss=0.08965, over 2472700.56 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06188, over 16675.78 utterances.], batch size: 105, lr: 8.22e-04
2022-08-21 15:24:05,443 INFO [train.py:927] (7/8) Epoch 3, batch 12300, giga_loss[loss=0.252, simple_loss=0.3206, pruned_loss=0.09167, over 12373.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02776, over 91.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3286, pruned_loss=0.09026, over 2472721.69 frames. utt_duration=623.8 frames, utt_pad_proportion=0.0624, over 15893.86 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3317, pruned_loss=0.08546, over 2463852.53 frames. utt_duration=1219 frames, utt_pad_proportion=0.06671, over 8093.82 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3276, pruned_loss=0.08988, over 2473342.56 frames. utt_duration=589.4 frames, utt_pad_proportion=0.0611, over 16829.24 utterances.], batch size: 91, lr: 8.22e-04
2022-08-21 15:25:48,372 INFO [train.py:927] (7/8) Epoch 3, batch 12350, giga_loss[loss=0.2446, simple_loss=0.3183, pruned_loss=0.08539, over 12394.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04025, over 133.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3261, pruned_loss=0.08878, over 2472219.27 frames. utt_duration=656.9 frames, utt_pad_proportion=0.06203, over 15087.27 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3319, pruned_loss=0.08585, over 2464040.66 frames. utt_duration=1220 frames, utt_pad_proportion=0.06617, over 8091.02 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.325, pruned_loss=0.08826, over 2472780.77 frames. utt_duration=616.8 frames, utt_pad_proportion=0.06116, over 16075.58 utterances.], batch size: 133, lr: 8.22e-04
2022-08-21 15:27:30,169 INFO [train.py:927] (7/8) Epoch 3, batch 12400, giga_loss[loss=0.2548, simple_loss=0.3343, pruned_loss=0.08769, over 12374.00 frames. utt_duration=403.9 frames, utt_pad_proportion=0.04298, over 123.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3247, pruned_loss=0.08915, over 2471765.74 frames. utt_duration=643.8 frames, utt_pad_proportion=0.06494, over 15392.88 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3317, pruned_loss=0.08655, over 2464123.90 frames. utt_duration=1214 frames, utt_pad_proportion=0.06868, over 8127.42 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3236, pruned_loss=0.08819, over 2472447.62 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06284, over 16457.52 utterances.], batch size: 123, lr: 8.22e-04
2022-08-21 15:29:12,336 INFO [train.py:927] (7/8) Epoch 3, batch 12450, giga_loss[loss=0.2243, simple_loss=0.2982, pruned_loss=0.07518, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02699, over 48.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3229, pruned_loss=0.08913, over 2471371.50 frames. utt_duration=639.8 frames, utt_pad_proportion=0.06043, over 15486.85 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3319, pruned_loss=0.08685, over 2464113.30 frames. utt_duration=1213 frames, utt_pad_proportion=0.06884, over 8134.45 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3219, pruned_loss=0.08813, over 2472030.02 frames. utt_duration=603.5 frames, utt_pad_proportion=0.0589, over 16426.18 utterances.], batch size: 48, lr: 8.21e-04
2022-08-21 15:30:55,449 INFO [train.py:927] (7/8) Epoch 3, batch 12500, giga_loss[loss=0.2008, simple_loss=0.273, pruned_loss=0.06434, over 12293.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02527, over 45.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.32, pruned_loss=0.08776, over 2471777.31 frames. utt_duration=642.1 frames, utt_pad_proportion=0.05663, over 15432.86 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3326, pruned_loss=0.08741, over 2464175.90 frames. utt_duration=1212 frames, utt_pad_proportion=0.069, over 8145.19 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3184, pruned_loss=0.0865, over 2472347.51 frames. utt_duration=609.4 frames, utt_pad_proportion=0.05546, over 16267.27 utterances.], batch size: 45, lr: 8.21e-04
2022-08-21 15:32:37,951 INFO [train.py:927] (7/8) Epoch 3, batch 12550, giga_loss[loss=0.2395, simple_loss=0.3166, pruned_loss=0.08122, over 12368.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03197, over 104.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3202, pruned_loss=0.08841, over 2471275.75 frames. utt_duration=618 frames, utt_pad_proportion=0.06028, over 16035.10 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3345, pruned_loss=0.08884, over 2464070.59 frames. utt_duration=1215 frames, utt_pad_proportion=0.06738, over 8120.17 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3168, pruned_loss=0.08615, over 2472011.53 frames. utt_duration=585.7 frames, utt_pad_proportion=0.05977, over 16925.14 utterances.], batch size: 104, lr: 8.21e-04
2022-08-21 15:34:21,616 INFO [train.py:927] (7/8) Epoch 3, batch 12600, giga_loss[loss=0.2568, simple_loss=0.3312, pruned_loss=0.09119, over 12367.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02823, over 91.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3209, pruned_loss=0.08842, over 2472095.54 frames. utt_duration=617.6 frames, utt_pad_proportion=0.05943, over 16050.85 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3349, pruned_loss=0.08967, over 2463770.50 frames. utt_duration=1219 frames, utt_pad_proportion=0.06573, over 8092.49 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3174, pruned_loss=0.08588, over 2473208.85 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05963, over 17058.76 utterances.], batch size: 91, lr: 8.20e-04
2022-08-21 15:36:03,454 INFO [train.py:927] (7/8) Epoch 3, batch 12650, giga_loss[loss=0.2138, simple_loss=0.3085, pruned_loss=0.05953, over 12303.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02947, over 74.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3216, pruned_loss=0.08822, over 2472299.79 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05841, over 16603.76 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.335, pruned_loss=0.08994, over 2463909.28 frames. utt_duration=1215 frames, utt_pad_proportion=0.06607, over 8118.43 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3187, pruned_loss=0.08595, over 2473125.08 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05841, over 17448.68 utterances.], batch size: 74, lr: 8.20e-04
2022-08-21 15:37:43,869 INFO [train.py:927] (7/8) Epoch 3, batch 12700, giga_loss[loss=0.2302, simple_loss=0.3089, pruned_loss=0.07576, over 12408.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05592, over 162.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.32, pruned_loss=0.08642, over 2472807.01 frames. utt_duration=576.1 frames, utt_pad_proportion=0.05981, over 17212.67 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3346, pruned_loss=0.08992, over 2464071.12 frames. utt_duration=1219 frames, utt_pad_proportion=0.06483, over 8093.72 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3177, pruned_loss=0.08458, over 2473502.25 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06015, over 18081.68 utterances.], batch size: 162, lr: 8.20e-04
2022-08-21 15:39:24,446 INFO [train.py:927] (7/8) Epoch 3, batch 12750, giga_loss[loss=0.2085, simple_loss=0.2891, pruned_loss=0.06394, over 12423.00 frames. utt_duration=858.3 frames, utt_pad_proportion=0.02688, over 58.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3199, pruned_loss=0.08604, over 2472783.88 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05783, over 17363.22 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3346, pruned_loss=0.08991, over 2463886.66 frames. utt_duration=1222 frames, utt_pad_proportion=0.06412, over 8072.42 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3178, pruned_loss=0.08455, over 2473630.97 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05845, over 18200.04 utterances.], batch size: 58, lr: 8.19e-04
2022-08-21 15:41:06,290 INFO [train.py:927] (7/8) Epoch 3, batch 12800, giga_loss[loss=0.2719, simple_loss=0.3436, pruned_loss=0.1001, over 12343.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1954, over 365.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3215, pruned_loss=0.08764, over 2472662.39 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06534, over 17357.07 utterances.], libri_tot_loss[loss=0.2597, simple_loss=0.3359, pruned_loss=0.09175, over 2463881.26 frames. utt_duration=1213 frames, utt_pad_proportion=0.06668, over 8135.84 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3181, pruned_loss=0.08465, over 2473665.00 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06412, over 18288.42 utterances.], batch size: 365, lr: 8.19e-04
2022-08-21 15:42:47,173 INFO [train.py:927] (7/8) Epoch 3, batch 12850, giga_loss[loss=0.2511, simple_loss=0.3344, pruned_loss=0.08387, over 12430.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03636, over 123.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3238, pruned_loss=0.08896, over 2473114.64 frames. utt_duration=599.5 frames, utt_pad_proportion=0.0602, over 16542.44 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3357, pruned_loss=0.09212, over 2464072.32 frames. utt_duration=1219 frames, utt_pad_proportion=0.0651, over 8098.70 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3209, pruned_loss=0.08609, over 2474047.12 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06004, over 17603.60 utterances.], batch size: 123, lr: 8.19e-04
2022-08-21 15:44:29,489 INFO [train.py:927] (7/8) Epoch 3, batch 12900, giga_loss[loss=0.2375, simple_loss=0.3224, pruned_loss=0.07629, over 12415.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03356, over 80.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3244, pruned_loss=0.08887, over 2473863.39 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06116, over 16597.97 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.3357, pruned_loss=0.09253, over 2464119.99 frames. utt_duration=1214 frames, utt_pad_proportion=0.06758, over 8128.80 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3216, pruned_loss=0.08609, over 2474862.41 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05991, over 17691.32 utterances.], batch size: 80, lr: 8.18e-04
2022-08-21 15:46:13,537 INFO [train.py:927] (7/8) Epoch 3, batch 12950, giga_loss[loss=0.2379, simple_loss=0.3213, pruned_loss=0.07718, over 12411.00 frames. utt_duration=513.4 frames, utt_pad_proportion=0.02773, over 97.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3244, pruned_loss=0.08885, over 2473514.48 frames. utt_duration=628.6 frames, utt_pad_proportion=0.05737, over 15776.43 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3362, pruned_loss=0.09273, over 2464189.13 frames. utt_duration=1216 frames, utt_pad_proportion=0.06683, over 8117.88 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3216, pruned_loss=0.08644, over 2474376.99 frames. utt_duration=592 frames, utt_pad_proportion=0.05682, over 16760.51 utterances.], batch size: 97, lr: 8.18e-04
2022-08-21 15:47:52,967 INFO [train.py:927] (7/8) Epoch 3, batch 13000, giga_loss[loss=0.2051, simple_loss=0.286, pruned_loss=0.06213, over 12456.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.02838, over 55.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3232, pruned_loss=0.08737, over 2473227.04 frames. utt_duration=643.4 frames, utt_pad_proportion=0.05535, over 15411.65 utterances.], libri_tot_loss[loss=0.2625, simple_loss=0.338, pruned_loss=0.09346, over 2464291.53 frames. utt_duration=1207 frames, utt_pad_proportion=0.07049, over 8176.71 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3191, pruned_loss=0.08466, over 2474103.64 frames. utt_duration=606.8 frames, utt_pad_proportion=0.05315, over 16348.86 utterances.], batch size: 55, lr: 8.18e-04
2022-08-21 15:49:34,521 INFO [train.py:927] (7/8) Epoch 3, batch 13050, giga_loss[loss=0.2485, simple_loss=0.3224, pruned_loss=0.08729, over 12451.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03061, over 80.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3218, pruned_loss=0.08618, over 2473693.19 frames. utt_duration=603.9 frames, utt_pad_proportion=0.05977, over 16425.03 utterances.], libri_tot_loss[loss=0.2631, simple_loss=0.3384, pruned_loss=0.09391, over 2464429.00 frames. utt_duration=1196 frames, utt_pad_proportion=0.07381, over 8250.28 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3181, pruned_loss=0.0836, over 2474388.59 frames. utt_duration=577 frames, utt_pad_proportion=0.05652, over 17199.57 utterances.], batch size: 80, lr: 8.18e-04
2022-08-21 15:51:14,361 INFO [train.py:927] (7/8) Epoch 3, batch 13100, giga_loss[loss=0.2346, simple_loss=0.3092, pruned_loss=0.07997, over 12225.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02978, over 39.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3224, pruned_loss=0.08576, over 2473432.77 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06223, over 17322.75 utterances.], libri_tot_loss[loss=0.2632, simple_loss=0.3382, pruned_loss=0.09413, over 2464206.58 frames. utt_duration=1190 frames, utt_pad_proportion=0.07718, over 8290.66 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3193, pruned_loss=0.08337, over 2474375.77 frames. utt_duration=548.5 frames, utt_pad_proportion=0.0583, over 18095.60 utterances.], batch size: 39, lr: 8.17e-04
2022-08-21 15:52:54,554 INFO [train.py:927] (7/8) Epoch 3, batch 13150, giga_loss[loss=0.2275, simple_loss=0.2976, pruned_loss=0.07867, over 12480.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03721, over 31.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3211, pruned_loss=0.08612, over 2474541.83 frames. utt_duration=583 frames, utt_pad_proportion=0.05837, over 17021.74 utterances.], libri_tot_loss[loss=0.2638, simple_loss=0.3384, pruned_loss=0.09463, over 2464671.32 frames. utt_duration=1196 frames, utt_pad_proportion=0.07576, over 8256.71 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.318, pruned_loss=0.08358, over 2475089.08 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05578, over 17871.40 utterances.], batch size: 31, lr: 8.17e-04
2022-08-21 15:54:35,091 INFO [train.py:927] (7/8) Epoch 3, batch 13200, giga_loss[loss=0.216, simple_loss=0.292, pruned_loss=0.06998, over 12458.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03361, over 86.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3194, pruned_loss=0.08671, over 2475111.69 frames. utt_duration=581 frames, utt_pad_proportion=0.06034, over 17083.51 utterances.], libri_tot_loss[loss=0.2649, simple_loss=0.3391, pruned_loss=0.09538, over 2464997.98 frames. utt_duration=1187 frames, utt_pad_proportion=0.07952, over 8318.86 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.316, pruned_loss=0.08381, over 2475420.95 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05619, over 17852.94 utterances.], batch size: 86, lr: 8.17e-04
2022-08-21 15:56:22,042 INFO [train.py:927] (7/8) Epoch 3, batch 13250, libri_loss[loss=0.2781, simple_loss=0.3508, pruned_loss=0.1027, over 12224.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006577, over 31.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3171, pruned_loss=0.08584, over 2474852.95 frames. utt_duration=577.2 frames, utt_pad_proportion=0.05928, over 17194.84 utterances.], libri_tot_loss[loss=0.2653, simple_loss=0.3392, pruned_loss=0.09567, over 2465085.70 frames. utt_duration=1194 frames, utt_pad_proportion=0.07782, over 8270.85 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3137, pruned_loss=0.083, over 2475318.56 frames. utt_duration=548.5 frames, utt_pad_proportion=0.05654, over 18100.69 utterances.], batch size: 31, lr: 8.16e-04
2022-08-21 15:58:02,153 INFO [train.py:927] (7/8) Epoch 3, batch 13300, giga_loss[loss=0.2175, simple_loss=0.296, pruned_loss=0.06957, over 12354.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04291, over 133.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3134, pruned_loss=0.08414, over 2475192.73 frames. utt_duration=572 frames, utt_pad_proportion=0.05799, over 17353.51 utterances.], libri_tot_loss[loss=0.2659, simple_loss=0.3396, pruned_loss=0.09611, over 2464911.48 frames. utt_duration=1196 frames, utt_pad_proportion=0.07736, over 8252.21 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3101, pruned_loss=0.08138, over 2475808.01 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05604, over 18166.90 utterances.], batch size: 133, lr: 8.16e-04
2022-08-21 15:59:43,674 INFO [train.py:927] (7/8) Epoch 3, batch 13350, giga_loss[loss=0.2645, simple_loss=0.3333, pruned_loss=0.09785, over 12378.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3121, pruned_loss=0.08387, over 2474994.19 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06175, over 17564.96 utterances.], libri_tot_loss[loss=0.2663, simple_loss=0.3395, pruned_loss=0.09657, over 2465137.12 frames. utt_duration=1192 frames, utt_pad_proportion=0.07901, over 8283.31 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3085, pruned_loss=0.08078, over 2475651.88 frames. utt_duration=536.3 frames, utt_pad_proportion=0.05911, over 18515.51 utterances.], batch size: 70, lr: 8.16e-04
2022-08-21 16:01:24,879 INFO [train.py:927] (7/8) Epoch 3, batch 13400, giga_loss[loss=0.2711, simple_loss=0.3442, pruned_loss=0.09896, over 12378.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03471, over 122.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3128, pruned_loss=0.08403, over 2474661.23 frames. utt_duration=587.9 frames, utt_pad_proportion=0.05757, over 16880.97 utterances.], libri_tot_loss[loss=0.2662, simple_loss=0.3389, pruned_loss=0.09674, over 2465237.27 frames. utt_duration=1201 frames, utt_pad_proportion=0.07672, over 8224.12 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3095, pruned_loss=0.08089, over 2475455.13 frames. utt_duration=550.4 frames, utt_pad_proportion=0.0563, over 18040.64 utterances.], batch size: 122, lr: 8.15e-04
2022-08-21 16:03:08,291 INFO [train.py:927] (7/8) Epoch 3, batch 13450, giga_loss[loss=0.28, simple_loss=0.3547, pruned_loss=0.1027, over 12436.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0321, over 80.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3166, pruned_loss=0.08581, over 2474495.69 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06104, over 17833.30 utterances.], libri_tot_loss[loss=0.2664, simple_loss=0.3389, pruned_loss=0.09695, over 2465223.08 frames. utt_duration=1199 frames, utt_pad_proportion=0.07662, over 8235.55 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3137, pruned_loss=0.08299, over 2475254.84 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05984, over 18854.89 utterances.], batch size: 80, lr: 8.15e-04
2022-08-21 16:04:52,095 INFO [train.py:927] (7/8) Epoch 3, batch 13500, giga_loss[loss=0.3369, simple_loss=0.3971, pruned_loss=0.1383, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03712, over 113.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3217, pruned_loss=0.08816, over 2474841.40 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05941, over 17835.50 utterances.], libri_tot_loss[loss=0.267, simple_loss=0.34, pruned_loss=0.09701, over 2465239.44 frames. utt_duration=1201 frames, utt_pad_proportion=0.07577, over 8221.03 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3181, pruned_loss=0.08574, over 2475558.99 frames. utt_duration=528.8 frames, utt_pad_proportion=0.0588, over 18780.90 utterances.], batch size: 113, lr: 8.15e-04
2022-08-21 16:06:39,132 INFO [train.py:927] (7/8) Epoch 3, batch 13550, giga_loss[loss=0.273, simple_loss=0.3431, pruned_loss=0.1015, over 12326.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03406, over 62.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.333, pruned_loss=0.09532, over 2474898.59 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06101, over 18125.83 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.3451, pruned_loss=0.09976, over 2465378.79 frames. utt_duration=1203 frames, utt_pad_proportion=0.0746, over 8210.67 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3255, pruned_loss=0.0909, over 2475522.44 frames. utt_duration=521 frames, utt_pad_proportion=0.06082, over 19059.63 utterances.], batch size: 62, lr: 8.14e-04
2022-08-21 16:08:23,803 INFO [train.py:927] (7/8) Epoch 3, batch 13600, giga_loss[loss=0.3284, simple_loss=0.3778, pruned_loss=0.1396, over 12365.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.0661, over 183.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3397, pruned_loss=0.1013, over 2474835.35 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06157, over 18471.05 utterances.], libri_tot_loss[loss=0.2728, simple_loss=0.345, pruned_loss=0.1003, over 2465364.76 frames. utt_duration=1203 frames, utt_pad_proportion=0.07402, over 8209.72 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3336, pruned_loss=0.09731, over 2475541.24 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06145, over 19425.01 utterances.], batch size: 183, lr: 8.14e-04
2022-08-21 16:10:10,264 INFO [train.py:927] (7/8) Epoch 3, batch 13650, giga_loss[loss=0.2731, simple_loss=0.3393, pruned_loss=0.1035, over 12374.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02796, over 70.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3458, pruned_loss=0.1062, over 2474494.66 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06171, over 18398.08 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3448, pruned_loss=0.1002, over 2465616.35 frames. utt_duration=1205 frames, utt_pad_proportion=0.07347, over 8195.65 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3412, pruned_loss=0.1032, over 2474921.91 frames. utt_duration=516 frames, utt_pad_proportion=0.06177, over 19242.08 utterances.], batch size: 70, lr: 8.14e-04
2022-08-21 16:11:56,587 INFO [train.py:927] (7/8) Epoch 3, batch 13700, giga_loss[loss=0.3197, simple_loss=0.3699, pruned_loss=0.1347, over 12460.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0363, over 105.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3496, pruned_loss=0.1104, over 2474028.31 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06585, over 18766.04 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.3452, pruned_loss=0.1008, over 2465663.68 frames. utt_duration=1205 frames, utt_pad_proportion=0.07178, over 8192.07 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3456, pruned_loss=0.1076, over 2474608.30 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06624, over 19773.06 utterances.], batch size: 105, lr: 8.14e-04
2022-08-21 16:13:47,525 INFO [train.py:927] (7/8) Epoch 3, batch 13750, giga_loss[loss=0.2923, simple_loss=0.3606, pruned_loss=0.1121, over 12340.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0336, over 97.00 utterances.], tot_loss[loss=0.2959, simple_loss=0.3568, pruned_loss=0.1175, over 2474269.49 frames. utt_duration=475 frames, utt_pad_proportion=0.07553, over 20900.59 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3449, pruned_loss=0.1007, over 2465624.36 frames. utt_duration=1207 frames, utt_pad_proportion=0.0717, over 8178.11 utterances.], giga_tot_loss[loss=0.2924, simple_loss=0.3539, pruned_loss=0.1155, over 2474794.48 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07545, over 21748.78 utterances.], batch size: 97, lr: 8.13e-04
2022-08-21 16:15:38,065 INFO [train.py:927] (7/8) Epoch 3, batch 13800, giga_loss[loss=0.3984, simple_loss=0.4077, pruned_loss=0.1946, over 12361.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2141, over 374.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3576, pruned_loss=0.1195, over 2474086.33 frames. utt_duration=466.1 frames, utt_pad_proportion=0.08104, over 21298.81 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.345, pruned_loss=0.1009, over 2465489.38 frames. utt_duration=1214 frames, utt_pad_proportion=0.07033, over 8136.65 utterances.], giga_tot_loss[loss=0.296, simple_loss=0.3556, pruned_loss=0.1182, over 2474879.23 frames. utt_duration=443.5 frames, utt_pad_proportion=0.08122, over 22396.71 utterances.], batch size: 374, lr: 8.13e-04
2022-08-21 16:17:22,247 INFO [train.py:927] (7/8) Epoch 3, batch 13850, giga_loss[loss=0.2585, simple_loss=0.3422, pruned_loss=0.0874, over 12440.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03245, over 75.00 utterances.], tot_loss[loss=0.2997, simple_loss=0.3582, pruned_loss=0.1206, over 2473209.90 frames. utt_duration=454 frames, utt_pad_proportion=0.08765, over 21858.35 utterances.], libri_tot_loss[loss=0.2736, simple_loss=0.3448, pruned_loss=0.1012, over 2465487.26 frames. utt_duration=1215 frames, utt_pad_proportion=0.0696, over 8126.15 utterances.], giga_tot_loss[loss=0.2981, simple_loss=0.3569, pruned_loss=0.1197, over 2473976.58 frames. utt_duration=432 frames, utt_pad_proportion=0.08785, over 22985.58 utterances.], batch size: 75, lr: 8.13e-04
2022-08-21 16:19:05,638 INFO [train.py:927] (7/8) Epoch 3, batch 13900, libri_loss[loss=0.2728, simple_loss=0.3418, pruned_loss=0.1019, over 12378.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.01002, over 38.00 utterances.], tot_loss[loss=0.2998, simple_loss=0.3591, pruned_loss=0.1203, over 2473378.44 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08444, over 22028.40 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.3446, pruned_loss=0.1011, over 2465797.91 frames. utt_duration=1219 frames, utt_pad_proportion=0.06815, over 8098.89 utterances.], giga_tot_loss[loss=0.2994, simple_loss=0.3587, pruned_loss=0.1201, over 2473915.57 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08532, over 23328.71 utterances.], batch size: 38, lr: 8.12e-04
2022-08-21 16:20:55,791 INFO [train.py:927] (7/8) Epoch 3, batch 13950, giga_loss[loss=0.2282, simple_loss=0.3137, pruned_loss=0.07135, over 12245.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03873, over 28.00 utterances.], tot_loss[loss=0.2972, simple_loss=0.3574, pruned_loss=0.1185, over 2473364.67 frames. utt_duration=437.2 frames, utt_pad_proportion=0.08905, over 22703.35 utterances.], libri_tot_loss[loss=0.2739, simple_loss=0.3448, pruned_loss=0.1015, over 2465696.64 frames. utt_duration=1210 frames, utt_pad_proportion=0.07147, over 8158.11 utterances.], giga_tot_loss[loss=0.2968, simple_loss=0.3571, pruned_loss=0.1183, over 2474024.01 frames. utt_duration=414.8 frames, utt_pad_proportion=0.08863, over 23941.53 utterances.], batch size: 28, lr: 8.12e-04
2022-08-21 16:22:42,464 INFO [train.py:927] (7/8) Epoch 3, batch 14000, giga_loss[loss=0.2661, simple_loss=0.3392, pruned_loss=0.09645, over 12463.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.02909, over 55.00 utterances.], tot_loss[loss=0.2925, simple_loss=0.3549, pruned_loss=0.1151, over 2474250.57 frames. utt_duration=448.2 frames, utt_pad_proportion=0.08219, over 22154.80 utterances.], libri_tot_loss[loss=0.2739, simple_loss=0.3447, pruned_loss=0.1015, over 2465987.58 frames. utt_duration=1213 frames, utt_pad_proportion=0.07077, over 8144.73 utterances.], giga_tot_loss[loss=0.2926, simple_loss=0.3549, pruned_loss=0.1151, over 2474613.76 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08243, over 23352.45 utterances.], batch size: 55, lr: 8.12e-04
2022-08-21 16:24:28,325 INFO [train.py:927] (7/8) Epoch 3, batch 14050, giga_loss[loss=0.2853, simple_loss=0.3529, pruned_loss=0.1088, over 12426.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.038, over 133.00 utterances.], tot_loss[loss=0.2894, simple_loss=0.3524, pruned_loss=0.1132, over 2473925.58 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07777, over 21713.32 utterances.], libri_tot_loss[loss=0.2735, simple_loss=0.3441, pruned_loss=0.1014, over 2465723.29 frames. utt_duration=1220 frames, utt_pad_proportion=0.0684, over 8091.30 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3534, pruned_loss=0.1139, over 2474738.49 frames. utt_duration=426.3 frames, utt_pad_proportion=0.0791, over 23299.48 utterances.], batch size: 133, lr: 8.11e-04
2022-08-21 16:26:16,002 INFO [train.py:927] (7/8) Epoch 3, batch 14100, giga_loss[loss=0.2826, simple_loss=0.3426, pruned_loss=0.1113, over 12371.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03601, over 122.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3512, pruned_loss=0.1121, over 2473680.68 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07236, over 21064.74 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.3438, pruned_loss=0.1015, over 2465482.00 frames. utt_duration=1224 frames, utt_pad_proportion=0.06763, over 8070.02 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3523, pruned_loss=0.1128, over 2474637.19 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07404, over 22506.84 utterances.], batch size: 122, lr: 8.11e-04
2022-08-21 16:28:08,999 INFO [train.py:927] (7/8) Epoch 3, batch 14150, giga_loss[loss=0.2334, simple_loss=0.3081, pruned_loss=0.07937, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03029, over 48.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3491, pruned_loss=0.1086, over 2473951.09 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06869, over 20241.28 utterances.], libri_tot_loss[loss=0.2732, simple_loss=0.3436, pruned_loss=0.1014, over 2465707.39 frames. utt_duration=1227 frames, utt_pad_proportion=0.06665, over 8048.84 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3503, pruned_loss=0.1093, over 2474663.60 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07064, over 21619.97 utterances.], batch size: 48, lr: 8.11e-04
2022-08-21 16:29:54,000 INFO [train.py:927] (7/8) Epoch 3, batch 14200, giga_loss[loss=0.2794, simple_loss=0.343, pruned_loss=0.108, over 12310.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02621, over 45.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3506, pruned_loss=0.1092, over 2474325.16 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06755, over 19827.11 utterances.], libri_tot_loss[loss=0.2732, simple_loss=0.3434, pruned_loss=0.1015, over 2465810.96 frames. utt_duration=1232 frames, utt_pad_proportion=0.06518, over 8016.71 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.3519, pruned_loss=0.1099, over 2475031.82 frames. utt_duration=466.7 frames, utt_pad_proportion=0.06968, over 21276.78 utterances.], batch size: 45, lr: 8.10e-04
2022-08-21 16:31:42,789 INFO [train.py:927] (7/8) Epoch 3, batch 14250, giga_loss[loss=0.3059, simple_loss=0.357, pruned_loss=0.1274, over 12347.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2069, over 370.00 utterances.], tot_loss[loss=0.2836, simple_loss=0.3495, pruned_loss=0.1089, over 2474506.20 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06914, over 19830.47 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3428, pruned_loss=0.1015, over 2465913.20 frames. utt_duration=1230 frames, utt_pad_proportion=0.06465, over 8029.51 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3512, pruned_loss=0.1097, over 2475235.53 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07089, over 21347.36 utterances.], batch size: 370, lr: 8.10e-04
2022-08-21 16:33:28,516 INFO [train.py:927] (7/8) Epoch 3, batch 14300, giga_loss[loss=0.2682, simple_loss=0.3359, pruned_loss=0.1002, over 12420.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03875, over 133.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.3455, pruned_loss=0.1071, over 2474429.78 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06923, over 19779.14 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3422, pruned_loss=0.1014, over 2465926.04 frames. utt_duration=1233 frames, utt_pad_proportion=0.06379, over 8009.94 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3475, pruned_loss=0.108, over 2475163.81 frames. utt_duration=468.2 frames, utt_pad_proportion=0.0709, over 21211.36 utterances.], batch size: 133, lr: 8.10e-04
2022-08-21 16:35:16,903 INFO [train.py:927] (7/8) Epoch 3, batch 14350, giga_loss[loss=0.2824, simple_loss=0.3552, pruned_loss=0.1048, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02524, over 48.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3463, pruned_loss=0.1072, over 2473517.29 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07364, over 20222.30 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3423, pruned_loss=0.1013, over 2465718.86 frames. utt_duration=1237 frames, utt_pad_proportion=0.06286, over 7983.02 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3479, pruned_loss=0.108, over 2474415.75 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07503, over 21602.58 utterances.], batch size: 48, lr: 8.10e-04
2022-08-21 16:37:03,057 INFO [train.py:927] (7/8) Epoch 3, batch 14400, giga_loss[loss=0.2772, simple_loss=0.3503, pruned_loss=0.102, over 12388.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0248, over 91.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3456, pruned_loss=0.1061, over 2473495.77 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07459, over 19855.19 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3423, pruned_loss=0.1015, over 2465551.24 frames. utt_duration=1239 frames, utt_pad_proportion=0.06191, over 7968.75 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.347, pruned_loss=0.1068, over 2474607.91 frames. utt_duration=465 frames, utt_pad_proportion=0.07613, over 21351.67 utterances.], batch size: 91, lr: 8.09e-04
2022-08-21 16:38:49,017 INFO [train.py:927] (7/8) Epoch 3, batch 14450, giga_loss[loss=0.2926, simple_loss=0.3494, pruned_loss=0.1179, over 12397.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02917, over 97.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.3436, pruned_loss=0.1052, over 2473664.86 frames. utt_duration=526.6 frames, utt_pad_proportion=0.07196, over 18841.36 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3424, pruned_loss=0.1019, over 2465891.64 frames. utt_duration=1222 frames, utt_pad_proportion=0.06835, over 8079.94 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3448, pruned_loss=0.1056, over 2474662.10 frames. utt_duration=484 frames, utt_pad_proportion=0.07145, over 20512.05 utterances.], batch size: 97, lr: 8.09e-04
2022-08-21 16:40:33,489 INFO [train.py:927] (7/8) Epoch 3, batch 14500, libri_loss[loss=0.225, simple_loss=0.2995, pruned_loss=0.07531, over 12352.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005469, over 33.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3426, pruned_loss=0.1054, over 2474027.93 frames. utt_duration=528.6 frames, utt_pad_proportion=0.07052, over 18770.90 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.342, pruned_loss=0.1017, over 2465842.17 frames. utt_duration=1227 frames, utt_pad_proportion=0.06735, over 8049.59 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3439, pruned_loss=0.106, over 2475013.93 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07062, over 20336.54 utterances.], batch size: 33, lr: 8.09e-04
2022-08-21 16:42:18,062 INFO [train.py:927] (7/8) Epoch 3, batch 14550, giga_loss[loss=0.3117, simple_loss=0.3453, pruned_loss=0.139, over 12367.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1936, over 364.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.34, pruned_loss=0.1043, over 2473575.02 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07277, over 19332.96 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3414, pruned_loss=0.1014, over 2465940.10 frames. utt_duration=1232 frames, utt_pad_proportion=0.0664, over 8015.86 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3416, pruned_loss=0.105, over 2474403.74 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07299, over 20791.39 utterances.], batch size: 364, lr: 8.08e-04
2022-08-21 16:44:03,520 INFO [train.py:927] (7/8) Epoch 3, batch 14600, giga_loss[loss=0.3493, simple_loss=0.3823, pruned_loss=0.1581, over 12372.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1113, over 260.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3401, pruned_loss=0.1046, over 2473959.29 frames. utt_duration=510.9 frames, utt_pad_proportion=0.07046, over 19423.15 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3408, pruned_loss=0.1014, over 2466012.08 frames. utt_duration=1239 frames, utt_pad_proportion=0.06499, over 7969.07 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3419, pruned_loss=0.1053, over 2474784.83 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07133, over 20952.66 utterances.], batch size: 260, lr: 8.08e-04
2022-08-21 16:45:47,090 INFO [train.py:927] (7/8) Epoch 3, batch 14650, giga_loss[loss=0.3064, simple_loss=0.3586, pruned_loss=0.1271, over 12348.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03979, over 113.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3408, pruned_loss=0.1048, over 2474095.72 frames. utt_duration=521.4 frames, utt_pad_proportion=0.0667, over 19031.74 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3408, pruned_loss=0.1017, over 2466232.15 frames. utt_duration=1242 frames, utt_pad_proportion=0.06329, over 7952.41 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3422, pruned_loss=0.1052, over 2474818.05 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06833, over 20622.30 utterances.], batch size: 113, lr: 8.08e-04
2022-08-21 16:47:34,266 INFO [train.py:927] (7/8) Epoch 3, batch 14700, giga_loss[loss=0.3268, simple_loss=0.3721, pruned_loss=0.1408, over 12393.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07791, over 213.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3415, pruned_loss=0.1051, over 2474559.67 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06865, over 19626.58 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.341, pruned_loss=0.1018, over 2466305.54 frames. utt_duration=1240 frames, utt_pad_proportion=0.06303, over 7962.88 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3424, pruned_loss=0.1053, over 2475236.75 frames. utt_duration=469.8 frames, utt_pad_proportion=0.0699, over 21140.81 utterances.], batch size: 213, lr: 8.08e-04
2022-08-21 16:49:19,375 INFO [train.py:927] (7/8) Epoch 3, batch 14750, giga_loss[loss=0.2791, simple_loss=0.3441, pruned_loss=0.107, over 12399.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.02857, over 97.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3456, pruned_loss=0.1095, over 2474807.66 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07208, over 20825.54 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3409, pruned_loss=0.1019, over 2466200.35 frames. utt_duration=1241 frames, utt_pad_proportion=0.06231, over 7958.46 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3465, pruned_loss=0.1097, over 2475545.21 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07307, over 22185.33 utterances.], batch size: 97, lr: 8.07e-04
2022-08-21 16:51:03,498 INFO [train.py:927] (7/8) Epoch 3, batch 14800, giga_loss[loss=0.2531, simple_loss=0.3278, pruned_loss=0.08917, over 12364.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0285, over 91.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3461, pruned_loss=0.1109, over 2475052.11 frames. utt_duration=481 frames, utt_pad_proportion=0.07601, over 20644.54 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3407, pruned_loss=0.1021, over 2466180.04 frames. utt_duration=1229 frames, utt_pad_proportion=0.06724, over 8039.19 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3472, pruned_loss=0.1111, over 2475887.50 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07495, over 22007.15 utterances.], batch size: 91, lr: 8.07e-04
2022-08-21 16:52:49,954 INFO [train.py:927] (7/8) Epoch 3, batch 14850, giga_loss[loss=0.2823, simple_loss=0.3474, pruned_loss=0.1086, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02864, over 45.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3453, pruned_loss=0.1103, over 2474753.55 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07488, over 20638.84 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.341, pruned_loss=0.1021, over 2466161.77 frames. utt_duration=1230 frames, utt_pad_proportion=0.06646, over 8027.69 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3458, pruned_loss=0.1106, over 2475542.18 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07437, over 21887.31 utterances.], batch size: 45, lr: 8.07e-04
2022-08-21 16:54:32,561 INFO [train.py:927] (7/8) Epoch 3, batch 14900, giga_loss[loss=0.2565, simple_loss=0.3226, pruned_loss=0.09525, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04049, over 133.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3428, pruned_loss=0.107, over 2473230.62 frames. utt_duration=499.9 frames, utt_pad_proportion=0.0732, over 19846.00 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3407, pruned_loss=0.1022, over 2465735.77 frames. utt_duration=1222 frames, utt_pad_proportion=0.06952, over 8078.46 utterances.], giga_tot_loss[loss=0.2792, simple_loss=0.3437, pruned_loss=0.1073, over 2474558.68 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07182, over 21242.91 utterances.], batch size: 133, lr: 8.06e-04
2022-08-21 16:56:19,204 INFO [train.py:927] (7/8) Epoch 3, batch 14950, giga_loss[loss=0.2876, simple_loss=0.3457, pruned_loss=0.1147, over 12431.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03727, over 133.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3402, pruned_loss=0.1056, over 2474191.89 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06969, over 19808.93 utterances.], libri_tot_loss[loss=0.2728, simple_loss=0.3407, pruned_loss=0.1025, over 2465881.68 frames. utt_duration=1226 frames, utt_pad_proportion=0.06851, over 8052.09 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.341, pruned_loss=0.1058, over 2475256.47 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06917, over 21156.03 utterances.], batch size: 133, lr: 8.06e-04
2022-08-21 16:58:00,773 INFO [train.py:927] (7/8) Epoch 3, batch 15000, giga_loss[loss=0.2981, simple_loss=0.3583, pruned_loss=0.1189, over 12461.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03005, over 80.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3433, pruned_loss=0.1074, over 2474912.57 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06839, over 19947.13 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.3416, pruned_loss=0.1026, over 2466184.47 frames. utt_duration=1229 frames, utt_pad_proportion=0.06746, over 8035.18 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.343, pruned_loss=0.1075, over 2475640.80 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06842, over 21254.72 utterances.], batch size: 80, lr: 8.06e-04
2022-08-21 16:58:00,774 INFO [train.py:958] (7/8) Computing validation loss
2022-08-21 16:58:14,909 INFO [train.py:967] (7/8) 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 17:00:03,145 INFO [train.py:927] (7/8) Epoch 3, batch 15050, giga_loss[loss=0.3252, simple_loss=0.3829, pruned_loss=0.1338, over 12409.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07202, over 212.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3468, pruned_loss=0.1076, over 2474111.93 frames. utt_duration=490.9 frames, utt_pad_proportion=0.0733, over 20221.67 utterances.], libri_tot_loss[loss=0.2736, simple_loss=0.3417, pruned_loss=0.1028, over 2466180.90 frames. utt_duration=1222 frames, utt_pad_proportion=0.07082, over 8080.87 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3467, pruned_loss=0.1076, over 2474920.65 frames. utt_duration=460.5 frames, utt_pad_proportion=0.072, over 21564.57 utterances.], batch size: 212, lr: 8.05e-04
2022-08-21 17:01:48,381 INFO [train.py:927] (7/8) Epoch 3, batch 15100, giga_loss[loss=0.3231, simple_loss=0.3843, pruned_loss=0.1309, over 12382.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04512, over 146.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3488, pruned_loss=0.1086, over 2474224.40 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07028, over 20103.23 utterances.], libri_tot_loss[loss=0.2733, simple_loss=0.3413, pruned_loss=0.1027, over 2466075.39 frames. utt_duration=1225 frames, utt_pad_proportion=0.06989, over 8063.43 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3491, pruned_loss=0.1088, over 2475089.19 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06971, over 21383.14 utterances.], batch size: 146, lr: 8.05e-04
2022-08-21 17:03:33,010 INFO [train.py:927] (7/8) Epoch 3, batch 15150, giga_loss[loss=0.2623, simple_loss=0.3379, pruned_loss=0.09339, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03779, over 37.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3479, pruned_loss=0.1089, over 2473876.57 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06672, over 19463.31 utterances.], libri_tot_loss[loss=0.273, simple_loss=0.3407, pruned_loss=0.1026, over 2465888.99 frames. utt_duration=1229 frames, utt_pad_proportion=0.06875, over 8033.18 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3489, pruned_loss=0.1092, over 2474897.91 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06683, over 20780.26 utterances.], batch size: 37, lr: 8.05e-04
2022-08-21 17:05:18,834 INFO [train.py:927] (7/8) Epoch 3, batch 15200, giga_loss[loss=0.2697, simple_loss=0.3397, pruned_loss=0.09984, over 12357.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02967, over 70.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3466, pruned_loss=0.1085, over 2473991.22 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06119, over 18940.47 utterances.], libri_tot_loss[loss=0.2728, simple_loss=0.3403, pruned_loss=0.1026, over 2465904.64 frames. utt_duration=1234 frames, utt_pad_proportion=0.06775, over 8002.73 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3478, pruned_loss=0.1089, over 2474949.14 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06193, over 20216.91 utterances.], batch size: 70, lr: 8.05e-04
2022-08-21 17:07:11,577 INFO [train.py:927] (7/8) Epoch 3, batch 15250, giga_loss[loss=0.2897, simple_loss=0.3479, pruned_loss=0.1158, over 12373.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03281, over 122.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3467, pruned_loss=0.1095, over 2474397.20 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06175, over 19314.92 utterances.], libri_tot_loss[loss=0.2733, simple_loss=0.3409, pruned_loss=0.1028, over 2465916.77 frames. utt_duration=1236 frames, utt_pad_proportion=0.06655, over 7988.81 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3474, pruned_loss=0.1098, over 2475378.37 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06266, over 20655.04 utterances.], batch size: 122, lr: 8.04e-04
2022-08-21 17:08:55,441 INFO [train.py:927] (7/8) Epoch 3, batch 15300, giga_loss[loss=0.2855, simple_loss=0.3491, pruned_loss=0.111, over 12415.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3448, pruned_loss=0.1089, over 2473230.25 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06286, over 19201.29 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.3398, pruned_loss=0.1024, over 2465296.57 frames. utt_duration=1246 frames, utt_pad_proportion=0.06448, over 7920.65 utterances.], giga_tot_loss[loss=0.2832, simple_loss=0.3466, pruned_loss=0.1099, over 2474931.75 frames. utt_duration=477 frames, utt_pad_proportion=0.06421, over 20818.66 utterances.], batch size: 133, lr: 8.04e-04
2022-08-21 17:10:41,938 INFO [train.py:927] (7/8) Epoch 3, batch 15350, giga_loss[loss=0.2894, simple_loss=0.3479, pruned_loss=0.1154, over 12383.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.03616, over 80.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3427, pruned_loss=0.108, over 2473714.03 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06617, over 19308.41 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3391, pruned_loss=0.1022, over 2465782.99 frames. utt_duration=1255 frames, utt_pad_proportion=0.06262, over 7868.73 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3449, pruned_loss=0.1091, over 2474923.84 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06766, over 21066.87 utterances.], batch size: 80, lr: 8.04e-04
2022-08-21 17:12:25,446 INFO [train.py:927] (7/8) Epoch 3, batch 15400, libri_loss[loss=0.2787, simple_loss=0.337, pruned_loss=0.1102, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006562, over 33.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3449, pruned_loss=0.1086, over 2474078.10 frames. utt_duration=513 frames, utt_pad_proportion=0.0697, over 19347.46 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3395, pruned_loss=0.1026, over 2465802.73 frames. utt_duration=1254 frames, utt_pad_proportion=0.06212, over 7877.58 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3465, pruned_loss=0.1093, over 2475330.72 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07088, over 21119.54 utterances.], batch size: 33, lr: 8.03e-04
2022-08-21 17:14:12,157 INFO [train.py:927] (7/8) Epoch 3, batch 15450, libri_loss[loss=0.3334, simple_loss=0.3882, pruned_loss=0.1393, over 12405.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.3603, over 122.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3453, pruned_loss=0.1098, over 2474018.24 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07291, over 19695.81 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3395, pruned_loss=0.1032, over 2465468.59 frames. utt_duration=1230 frames, utt_pad_proportion=0.07013, over 8024.63 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3467, pruned_loss=0.11, over 2475618.44 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07078, over 21416.79 utterances.], batch size: 122, lr: 8.03e-04
2022-08-21 17:15:55,253 INFO [train.py:927] (7/8) Epoch 3, batch 15500, giga_loss[loss=0.2661, simple_loss=0.3431, pruned_loss=0.09451, over 12425.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03151, over 80.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3468, pruned_loss=0.1087, over 2473649.97 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07401, over 20056.97 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3389, pruned_loss=0.1029, over 2465450.29 frames. utt_duration=1235 frames, utt_pad_proportion=0.0696, over 7992.45 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3486, pruned_loss=0.1092, over 2475044.01 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07249, over 21620.89 utterances.], batch size: 80, lr: 8.03e-04
2022-08-21 17:17:39,223 INFO [train.py:927] (7/8) Epoch 3, batch 15550, giga_loss[loss=0.3141, simple_loss=0.3669, pruned_loss=0.1306, over 12364.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02854, over 91.00 utterances.], tot_loss[loss=0.2875, simple_loss=0.3514, pruned_loss=0.1118, over 2472755.19 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07682, over 20674.86 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3392, pruned_loss=0.103, over 2465411.42 frames. utt_duration=1238 frames, utt_pad_proportion=0.06881, over 7973.68 utterances.], giga_tot_loss[loss=0.2885, simple_loss=0.3526, pruned_loss=0.1122, over 2473988.06 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07578, over 22094.75 utterances.], batch size: 91, lr: 8.02e-04
2022-08-21 17:19:21,897 INFO [train.py:927] (7/8) Epoch 3, batch 15600, giga_loss[loss=0.3211, simple_loss=0.377, pruned_loss=0.1326, over 12420.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03159, over 80.00 utterances.], tot_loss[loss=0.2897, simple_loss=0.353, pruned_loss=0.1132, over 2473783.13 frames. utt_duration=483 frames, utt_pad_proportion=0.07668, over 20549.12 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.339, pruned_loss=0.1025, over 2465459.02 frames. utt_duration=1240 frames, utt_pad_proportion=0.06701, over 7965.83 utterances.], giga_tot_loss[loss=0.292, simple_loss=0.3549, pruned_loss=0.1145, over 2475142.19 frames. utt_duration=443.9 frames, utt_pad_proportion=0.0766, over 22376.88 utterances.], batch size: 80, lr: 8.02e-04
2022-08-21 17:21:05,153 INFO [train.py:927] (7/8) Epoch 3, batch 15650, giga_loss[loss=0.3017, simple_loss=0.358, pruned_loss=0.1227, over 12388.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05171, over 161.00 utterances.], tot_loss[loss=0.29, simple_loss=0.3527, pruned_loss=0.1137, over 2473962.31 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07381, over 20953.20 utterances.], libri_tot_loss[loss=0.2728, simple_loss=0.3394, pruned_loss=0.1031, over 2465529.59 frames. utt_duration=1240 frames, utt_pad_proportion=0.0661, over 7962.94 utterances.], giga_tot_loss[loss=0.2918, simple_loss=0.3543, pruned_loss=0.1146, over 2475266.31 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07435, over 22826.77 utterances.], batch size: 161, lr: 8.02e-04
2022-08-21 17:22:50,260 INFO [train.py:927] (7/8) Epoch 3, batch 15700, giga_loss[loss=0.3785, simple_loss=0.395, pruned_loss=0.181, over 12352.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.2875, simple_loss=0.3516, pruned_loss=0.1117, over 2473590.02 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07739, over 21272.26 utterances.], libri_tot_loss[loss=0.2728, simple_loss=0.3393, pruned_loss=0.1032, over 2465863.94 frames. utt_duration=1233 frames, utt_pad_proportion=0.0688, over 8006.92 utterances.], giga_tot_loss[loss=0.2892, simple_loss=0.3533, pruned_loss=0.1126, over 2474552.64 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07686, over 23107.60 utterances.], batch size: 370, lr: 8.02e-04
2022-08-21 17:24:36,892 INFO [train.py:927] (7/8) Epoch 3, batch 15750, giga_loss[loss=0.3497, simple_loss=0.3987, pruned_loss=0.1503, over 12400.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05097, over 161.00 utterances.], tot_loss[loss=0.287, simple_loss=0.3513, pruned_loss=0.1114, over 2473778.25 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07552, over 21045.67 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3385, pruned_loss=0.1027, over 2466040.32 frames. utt_duration=1241 frames, utt_pad_proportion=0.06736, over 7955.32 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.3538, pruned_loss=0.1127, over 2474588.59 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07575, over 22927.19 utterances.], batch size: 161, lr: 8.01e-04
2022-08-21 17:26:24,042 INFO [train.py:927] (7/8) Epoch 3, batch 15800, giga_loss[loss=0.2891, simple_loss=0.346, pruned_loss=0.1161, over 12450.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05334, over 162.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3496, pruned_loss=0.1104, over 2473828.50 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07428, over 20737.66 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3385, pruned_loss=0.1028, over 2465895.70 frames. utt_duration=1240 frames, utt_pad_proportion=0.06738, over 7963.78 utterances.], giga_tot_loss[loss=0.2874, simple_loss=0.3518, pruned_loss=0.1115, over 2474712.19 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07462, over 22396.90 utterances.], batch size: 162, lr: 8.01e-04
2022-08-21 17:28:09,331 INFO [train.py:927] (7/8) Epoch 3, batch 15850, giga_loss[loss=0.2317, simple_loss=0.3125, pruned_loss=0.07546, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.0475, over 26.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3473, pruned_loss=0.11, over 2474899.73 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07537, over 20879.95 utterances.], libri_tot_loss[loss=0.2722, simple_loss=0.3384, pruned_loss=0.103, over 2466309.10 frames. utt_duration=1232 frames, utt_pad_proportion=0.07065, over 8015.76 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3493, pruned_loss=0.1109, over 2475418.84 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07463, over 22431.46 utterances.], batch size: 26, lr: 8.01e-04
2022-08-21 17:29:52,124 INFO [train.py:927] (7/8) Epoch 3, batch 15900, giga_loss[loss=0.2668, simple_loss=0.332, pruned_loss=0.1008, over 12284.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.03779, over 51.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3462, pruned_loss=0.1099, over 2475313.31 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07648, over 21136.02 utterances.], libri_tot_loss[loss=0.2722, simple_loss=0.3382, pruned_loss=0.1031, over 2466530.46 frames. utt_duration=1235 frames, utt_pad_proportion=0.06982, over 7999.59 utterances.], giga_tot_loss[loss=0.2846, simple_loss=0.348, pruned_loss=0.1105, over 2475650.73 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07612, over 22551.35 utterances.], batch size: 51, lr: 8.00e-04
2022-08-21 17:31:32,733 INFO [train.py:927] (7/8) Epoch 3, batch 15950, giga_loss[loss=0.2386, simple_loss=0.3232, pruned_loss=0.07702, over 12456.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03403, over 98.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3457, pruned_loss=0.1069, over 2474824.48 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07642, over 20943.05 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3407, pruned_loss=0.1033, over 2466470.72 frames. utt_duration=1241 frames, utt_pad_proportion=0.06798, over 7962.10 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3452, pruned_loss=0.1074, over 2475396.28 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07683, over 22522.40 utterances.], batch size: 98, lr: 8.00e-04
2022-08-21 17:33:20,697 INFO [train.py:927] (7/8) Epoch 3, batch 16000, giga_loss[loss=0.2606, simple_loss=0.3395, pruned_loss=0.09086, over 12380.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02371, over 66.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3436, pruned_loss=0.1057, over 2474919.75 frames. utt_duration=449.9 frames, utt_pad_proportion=0.08198, over 22075.29 utterances.], libri_tot_loss[loss=0.2739, simple_loss=0.3409, pruned_loss=0.1034, over 2466364.13 frames. utt_duration=1241 frames, utt_pad_proportion=0.06789, over 7960.42 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3431, pruned_loss=0.1061, over 2475549.97 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08207, over 23450.49 utterances.], batch size: 66, lr: 8.00e-04
2022-08-21 17:35:08,875 INFO [train.py:927] (7/8) Epoch 3, batch 16050, giga_loss[loss=0.2385, simple_loss=0.3053, pruned_loss=0.08582, over 12343.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03318, over 85.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3397, pruned_loss=0.104, over 2475472.66 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07735, over 21415.92 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3407, pruned_loss=0.1034, over 2466366.45 frames. utt_duration=1244 frames, utt_pad_proportion=0.06714, over 7939.10 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3395, pruned_loss=0.1044, over 2476082.22 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07794, over 22694.08 utterances.], batch size: 85, lr: 8.00e-04
2022-08-21 17:36:53,634 INFO [train.py:927] (7/8) Epoch 3, batch 16100, giga_loss[loss=0.2685, simple_loss=0.3445, pruned_loss=0.09626, over 12430.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03382, over 86.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3413, pruned_loss=0.1048, over 2475160.38 frames. utt_duration=460 frames, utt_pad_proportion=0.0761, over 21591.07 utterances.], libri_tot_loss[loss=0.2735, simple_loss=0.3404, pruned_loss=0.1033, over 2466475.82 frames. utt_duration=1244 frames, utt_pad_proportion=0.06699, over 7940.65 utterances.], giga_tot_loss[loss=0.2759, simple_loss=0.3413, pruned_loss=0.1052, over 2475613.72 frames. utt_duration=437.2 frames, utt_pad_proportion=0.0767, over 22725.07 utterances.], batch size: 86, lr: 7.99e-04
2022-08-21 17:38:38,435 INFO [train.py:927] (7/8) Epoch 3, batch 16150, giga_loss[loss=0.2748, simple_loss=0.3369, pruned_loss=0.1064, over 12355.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03331, over 104.00 utterances.], tot_loss[loss=0.276, simple_loss=0.3417, pruned_loss=0.1052, over 2475944.72 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07275, over 21349.93 utterances.], libri_tot_loss[loss=0.2746, simple_loss=0.3412, pruned_loss=0.1039, over 2466780.83 frames. utt_duration=1242 frames, utt_pad_proportion=0.06627, over 7951.13 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.341, pruned_loss=0.1049, over 2476288.65 frames. utt_duration=439.6 frames, utt_pad_proportion=0.0737, over 22609.84 utterances.], batch size: 104, lr: 7.99e-04
2022-08-21 17:40:26,862 INFO [train.py:927] (7/8) Epoch 3, batch 16200, giga_loss[loss=0.2722, simple_loss=0.3427, pruned_loss=0.1009, over 12351.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03284, over 97.00 utterances.], tot_loss[loss=0.278, simple_loss=0.3438, pruned_loss=0.1061, over 2475280.66 frames. utt_duration=467.6 frames, utt_pad_proportion=0.0711, over 21239.12 utterances.], libri_tot_loss[loss=0.2753, simple_loss=0.3421, pruned_loss=0.1042, over 2466606.61 frames. utt_duration=1240 frames, utt_pad_proportion=0.06667, over 7965.67 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3425, pruned_loss=0.1057, over 2475793.19 frames. utt_duration=444.8 frames, utt_pad_proportion=0.0718, over 22336.72 utterances.], batch size: 97, lr: 7.99e-04
2022-08-21 17:42:13,809 INFO [train.py:927] (7/8) Epoch 3, batch 16250, giga_loss[loss=0.2603, simple_loss=0.3385, pruned_loss=0.09103, over 12369.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03096, over 58.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3451, pruned_loss=0.1067, over 2474965.40 frames. utt_duration=480.3 frames, utt_pad_proportion=0.0711, over 20676.13 utterances.], libri_tot_loss[loss=0.2755, simple_loss=0.3423, pruned_loss=0.1044, over 2466409.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.06526, over 7942.19 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.344, pruned_loss=0.1063, over 2475848.02 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07219, over 22002.01 utterances.], batch size: 58, lr: 7.98e-04
2022-08-21 17:44:04,296 INFO [train.py:927] (7/8) Epoch 3, batch 16300, libri_loss[loss=0.2729, simple_loss=0.3428, pruned_loss=0.1015, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007159, over 37.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3444, pruned_loss=0.107, over 2475074.05 frames. utt_duration=474 frames, utt_pad_proportion=0.07704, over 20952.63 utterances.], libri_tot_loss[loss=0.2752, simple_loss=0.3417, pruned_loss=0.1043, over 2466540.80 frames. utt_duration=1249 frames, utt_pad_proportion=0.0642, over 7908.08 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3441, pruned_loss=0.1068, over 2475836.25 frames. utt_duration=444.9 frames, utt_pad_proportion=0.078, over 22331.26 utterances.], batch size: 37, lr: 7.98e-04
2022-08-21 17:45:49,554 INFO [train.py:927] (7/8) Epoch 3, batch 16350, giga_loss[loss=0.3144, simple_loss=0.3658, pruned_loss=0.1315, over 12385.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05209, over 161.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.3456, pruned_loss=0.1068, over 2475632.60 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07365, over 20840.56 utterances.], libri_tot_loss[loss=0.2762, simple_loss=0.3424, pruned_loss=0.105, over 2466515.76 frames. utt_duration=1226 frames, utt_pad_proportion=0.07217, over 8056.20 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3448, pruned_loss=0.1061, over 2476411.64 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07216, over 22029.88 utterances.], batch size: 161, lr: 7.98e-04
2022-08-21 17:47:37,611 INFO [train.py:927] (7/8) Epoch 3, batch 16400, giga_loss[loss=0.2891, simple_loss=0.3448, pruned_loss=0.1167, over 12435.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03826, over 123.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3458, pruned_loss=0.1081, over 2475917.98 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07272, over 21063.76 utterances.], libri_tot_loss[loss=0.2768, simple_loss=0.3428, pruned_loss=0.1054, over 2466397.15 frames. utt_duration=1229 frames, utt_pad_proportion=0.07136, over 8039.43 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3449, pruned_loss=0.1071, over 2476749.70 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07189, over 22197.45 utterances.], batch size: 123, lr: 7.98e-04
2022-08-21 17:49:19,742 INFO [train.py:927] (7/8) Epoch 3, batch 16450, giga_loss[loss=0.3484, simple_loss=0.3764, pruned_loss=0.1602, over 12343.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2064, over 370.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3441, pruned_loss=0.1084, over 2475268.45 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08575, over 21758.71 utterances.], libri_tot_loss[loss=0.2762, simple_loss=0.3419, pruned_loss=0.1052, over 2466426.44 frames. utt_duration=1224 frames, utt_pad_proportion=0.07373, over 8067.17 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3442, pruned_loss=0.1079, over 2476276.63 frames. utt_duration=428.4 frames, utt_pad_proportion=0.08376, over 23196.80 utterances.], batch size: 370, lr: 7.97e-04
2022-08-21 17:51:06,210 INFO [train.py:927] (7/8) Epoch 3, batch 16500, giga_loss[loss=0.307, simple_loss=0.343, pruned_loss=0.1355, over 12359.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2163, over 375.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3434, pruned_loss=0.1087, over 2474847.46 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08803, over 22315.70 utterances.], libri_tot_loss[loss=0.2766, simple_loss=0.3421, pruned_loss=0.1056, over 2466515.91 frames. utt_duration=1225 frames, utt_pad_proportion=0.07321, over 8060.48 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3433, pruned_loss=0.108, over 2475636.58 frames. utt_duration=421.2 frames, utt_pad_proportion=0.08659, over 23592.40 utterances.], batch size: 375, lr: 7.97e-04
2022-08-21 17:52:50,596 INFO [train.py:927] (7/8) Epoch 3, batch 16550, giga_loss[loss=0.2513, simple_loss=0.326, pruned_loss=0.08836, over 12444.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.03426, over 34.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3454, pruned_loss=0.1099, over 2474428.10 frames. utt_duration=462.9 frames, utt_pad_proportion=0.08054, over 21450.16 utterances.], libri_tot_loss[loss=0.2768, simple_loss=0.3425, pruned_loss=0.1055, over 2466180.94 frames. utt_duration=1232 frames, utt_pad_proportion=0.07159, over 8018.18 utterances.], giga_tot_loss[loss=0.282, simple_loss=0.3451, pruned_loss=0.1095, over 2475607.83 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08034, over 22885.45 utterances.], batch size: 34, lr: 7.97e-04
2022-08-21 17:54:36,097 INFO [train.py:927] (7/8) Epoch 3, batch 16600, giga_loss[loss=0.3639, simple_loss=0.4022, pruned_loss=0.1628, over 12394.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07319, over 212.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3457, pruned_loss=0.1103, over 2474919.13 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08167, over 21775.24 utterances.], libri_tot_loss[loss=0.2769, simple_loss=0.3427, pruned_loss=0.1056, over 2466301.23 frames. utt_duration=1236 frames, utt_pad_proportion=0.06999, over 7988.86 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3453, pruned_loss=0.11, over 2475982.33 frames. utt_duration=426.2 frames, utt_pad_proportion=0.08205, over 23316.60 utterances.], batch size: 212, lr: 7.96e-04
2022-08-21 17:56:19,047 INFO [train.py:927] (7/8) Epoch 3, batch 16650, libri_loss[loss=0.3295, simple_loss=0.3893, pruned_loss=0.1348, over 12300.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006255, over 35.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.3455, pruned_loss=0.1106, over 2474757.09 frames. utt_duration=449.8 frames, utt_pad_proportion=0.08411, over 22080.18 utterances.], libri_tot_loss[loss=0.277, simple_loss=0.3426, pruned_loss=0.1056, over 2466475.76 frames. utt_duration=1229 frames, utt_pad_proportion=0.073, over 8034.90 utterances.], giga_tot_loss[loss=0.2832, simple_loss=0.3454, pruned_loss=0.1105, over 2475644.40 frames. utt_duration=421 frames, utt_pad_proportion=0.08344, over 23600.56 utterances.], batch size: 35, lr: 7.96e-04
2022-08-21 17:58:05,276 INFO [train.py:927] (7/8) Epoch 3, batch 16700, giga_loss[loss=0.3367, simple_loss=0.3765, pruned_loss=0.1484, over 12437.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.04811, over 162.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3455, pruned_loss=0.1097, over 2474426.19 frames. utt_duration=461 frames, utt_pad_proportion=0.08142, over 21539.05 utterances.], libri_tot_loss[loss=0.2765, simple_loss=0.3422, pruned_loss=0.1054, over 2466045.88 frames. utt_duration=1234 frames, utt_pad_proportion=0.07162, over 8001.35 utterances.], giga_tot_loss[loss=0.2829, simple_loss=0.3459, pruned_loss=0.11, over 2475693.64 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08152, over 23092.10 utterances.], batch size: 162, lr: 7.96e-04
2022-08-21 17:59:51,087 INFO [train.py:927] (7/8) Epoch 3, batch 16750, giga_loss[loss=0.2768, simple_loss=0.3422, pruned_loss=0.1057, over 12477.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02889, over 43.00 utterances.], tot_loss[loss=0.2861, simple_loss=0.3475, pruned_loss=0.1123, over 2474092.30 frames. utt_duration=449.6 frames, utt_pad_proportion=0.08187, over 22083.30 utterances.], libri_tot_loss[loss=0.276, simple_loss=0.3418, pruned_loss=0.1051, over 2465977.12 frames. utt_duration=1238 frames, utt_pad_proportion=0.07062, over 7980.46 utterances.], giga_tot_loss[loss=0.2869, simple_loss=0.3482, pruned_loss=0.1129, over 2475301.47 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08229, over 23580.69 utterances.], batch size: 43, lr: 7.96e-04
2022-08-21 18:01:35,139 INFO [train.py:927] (7/8) Epoch 3, batch 16800, libri_loss[loss=0.2314, simple_loss=0.2915, pruned_loss=0.0856, over 12230.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008363, over 29.00 utterances.], tot_loss[loss=0.2836, simple_loss=0.3465, pruned_loss=0.1103, over 2473767.92 frames. utt_duration=473.7 frames, utt_pad_proportion=0.08239, over 20951.78 utterances.], libri_tot_loss[loss=0.2759, simple_loss=0.3415, pruned_loss=0.1051, over 2466211.54 frames. utt_duration=1221 frames, utt_pad_proportion=0.07673, over 8091.26 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3475, pruned_loss=0.111, over 2474809.84 frames. utt_duration=441.6 frames, utt_pad_proportion=0.08094, over 22488.83 utterances.], batch size: 29, lr: 7.95e-04
2022-08-21 18:03:20,477 INFO [train.py:927] (7/8) Epoch 3, batch 16850, giga_loss[loss=0.2583, simple_loss=0.3168, pruned_loss=0.09988, over 12241.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.02919, over 39.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.3468, pruned_loss=0.11, over 2473363.67 frames. utt_duration=466.3 frames, utt_pad_proportion=0.08312, over 21284.06 utterances.], libri_tot_loss[loss=0.2752, simple_loss=0.3409, pruned_loss=0.1047, over 2465932.58 frames. utt_duration=1222 frames, utt_pad_proportion=0.07585, over 8078.41 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3484, pruned_loss=0.1111, over 2474633.27 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08229, over 22890.56 utterances.], batch size: 39, lr: 7.95e-04
2022-08-21 18:05:04,716 INFO [train.py:927] (7/8) Epoch 3, batch 16900, giga_loss[loss=0.259, simple_loss=0.3251, pruned_loss=0.09639, over 12361.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0279, over 48.00 utterances.], tot_loss[loss=0.282, simple_loss=0.3459, pruned_loss=0.1091, over 2473131.20 frames. utt_duration=464.7 frames, utt_pad_proportion=0.08222, over 21357.13 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.3409, pruned_loss=0.1046, over 2466114.38 frames. utt_duration=1223 frames, utt_pad_proportion=0.075, over 8078.87 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3473, pruned_loss=0.1101, over 2474121.52 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08191, over 22855.30 utterances.], batch size: 48, lr: 7.95e-04
2022-08-21 18:06:51,926 INFO [train.py:927] (7/8) Epoch 3, batch 16950, giga_loss[loss=0.2765, simple_loss=0.3498, pruned_loss=0.1016, over 12398.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02624, over 70.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3469, pruned_loss=0.1091, over 2473073.73 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08093, over 21580.27 utterances.], libri_tot_loss[loss=0.2746, simple_loss=0.3406, pruned_loss=0.1042, over 2466117.00 frames. utt_duration=1229 frames, utt_pad_proportion=0.07365, over 8038.26 utterances.], giga_tot_loss[loss=0.2845, simple_loss=0.3483, pruned_loss=0.1104, over 2474040.85 frames. utt_duration=429.3 frames, utt_pad_proportion=0.08126, over 23129.45 utterances.], batch size: 70, lr: 7.94e-04
2022-08-21 18:08:36,646 INFO [train.py:927] (7/8) Epoch 3, batch 17000, giga_loss[loss=0.2999, simple_loss=0.3658, pruned_loss=0.1171, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0276, over 48.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3474, pruned_loss=0.1109, over 2474071.69 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07902, over 21941.59 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3405, pruned_loss=0.1045, over 2466378.83 frames. utt_duration=1222 frames, utt_pad_proportion=0.0756, over 8081.90 utterances.], giga_tot_loss[loss=0.2862, simple_loss=0.3488, pruned_loss=0.1118, over 2474803.54 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07896, over 23496.98 utterances.], batch size: 48, lr: 7.94e-04
2022-08-21 18:10:23,088 INFO [train.py:927] (7/8) Epoch 3, batch 17050, giga_loss[loss=0.3064, simple_loss=0.3721, pruned_loss=0.1204, over 12374.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03071, over 97.00 utterances.], tot_loss[loss=0.2855, simple_loss=0.3483, pruned_loss=0.1114, over 2473954.78 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07473, over 21558.71 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3404, pruned_loss=0.1045, over 2466261.19 frames. utt_duration=1225 frames, utt_pad_proportion=0.07507, over 8063.14 utterances.], giga_tot_loss[loss=0.2869, simple_loss=0.3496, pruned_loss=0.1121, over 2474690.42 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07509, over 22910.76 utterances.], batch size: 97, lr: 7.94e-04
2022-08-21 18:12:07,950 INFO [train.py:927] (7/8) Epoch 3, batch 17100, giga_loss[loss=0.3491, simple_loss=0.3808, pruned_loss=0.1587, over 12395.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1032, over 258.00 utterances.], tot_loss[loss=0.2864, simple_loss=0.3484, pruned_loss=0.1122, over 2473805.26 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08327, over 22806.86 utterances.], libri_tot_loss[loss=0.2748, simple_loss=0.3404, pruned_loss=0.1046, over 2466401.69 frames. utt_duration=1216 frames, utt_pad_proportion=0.07792, over 8123.50 utterances.], giga_tot_loss[loss=0.2876, simple_loss=0.3495, pruned_loss=0.1128, over 2474349.49 frames. utt_duration=413.6 frames, utt_pad_proportion=0.08241, over 24014.66 utterances.], batch size: 258, lr: 7.94e-04
2022-08-21 18:13:49,831 INFO [train.py:927] (7/8) Epoch 3, batch 17150, giga_loss[loss=0.2665, simple_loss=0.3322, pruned_loss=0.1004, over 12398.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.02858, over 97.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3477, pruned_loss=0.1111, over 2473666.81 frames. utt_duration=443.9 frames, utt_pad_proportion=0.08346, over 22363.45 utterances.], libri_tot_loss[loss=0.2754, simple_loss=0.3407, pruned_loss=0.1051, over 2466247.96 frames. utt_duration=1207 frames, utt_pad_proportion=0.08052, over 8180.45 utterances.], giga_tot_loss[loss=0.2856, simple_loss=0.3486, pruned_loss=0.1113, over 2474431.30 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08207, over 23668.11 utterances.], batch size: 97, lr: 7.93e-04
2022-08-21 18:15:34,575 INFO [train.py:927] (7/8) Epoch 3, batch 17200, giga_loss[loss=0.3157, simple_loss=0.3671, pruned_loss=0.1321, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05196, over 161.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3466, pruned_loss=0.1106, over 2473665.13 frames. utt_duration=443.5 frames, utt_pad_proportion=0.08343, over 22382.20 utterances.], libri_tot_loss[loss=0.2754, simple_loss=0.3407, pruned_loss=0.105, over 2466428.84 frames. utt_duration=1210 frames, utt_pad_proportion=0.07993, over 8165.71 utterances.], giga_tot_loss[loss=0.2845, simple_loss=0.3473, pruned_loss=0.1109, over 2474175.05 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08253, over 23544.49 utterances.], batch size: 161, lr: 7.93e-04
2022-08-21 18:17:27,384 INFO [train.py:927] (7/8) Epoch 3, batch 17250, giga_loss[loss=0.2743, simple_loss=0.3359, pruned_loss=0.1063, over 12173.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03219, over 36.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3446, pruned_loss=0.1083, over 2473291.24 frames. utt_duration=449.8 frames, utt_pad_proportion=0.08287, over 22065.13 utterances.], libri_tot_loss[loss=0.2762, simple_loss=0.3425, pruned_loss=0.105, over 2466848.26 frames. utt_duration=1214 frames, utt_pad_proportion=0.07841, over 8134.93 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3438, pruned_loss=0.1087, over 2473494.82 frames. utt_duration=425.9 frames, utt_pad_proportion=0.08263, over 23312.11 utterances.], batch size: 36, lr: 7.93e-04
2022-08-21 18:19:10,393 INFO [train.py:927] (7/8) Epoch 3, batch 17300, libri_loss[loss=0.2438, simple_loss=0.3098, pruned_loss=0.08895, over 12144.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006152, over 35.00 utterances.], tot_loss[loss=0.277, simple_loss=0.3409, pruned_loss=0.1066, over 2473428.54 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07988, over 21185.20 utterances.], libri_tot_loss[loss=0.2745, simple_loss=0.3409, pruned_loss=0.1041, over 2466713.41 frames. utt_duration=1227 frames, utt_pad_proportion=0.07561, over 8053.01 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3417, pruned_loss=0.1079, over 2474045.55 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08084, over 22898.70 utterances.], batch size: 35, lr: 7.92e-04
2022-08-21 18:20:56,225 INFO [train.py:927] (7/8) Epoch 3, batch 17350, libri_loss[loss=0.2371, simple_loss=0.3146, pruned_loss=0.07983, over 12193.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005723, over 33.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.3395, pruned_loss=0.1051, over 2473306.19 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07749, over 21172.76 utterances.], libri_tot_loss[loss=0.2743, simple_loss=0.3407, pruned_loss=0.104, over 2466457.79 frames. utt_duration=1231 frames, utt_pad_proportion=0.07447, over 8027.11 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3404, pruned_loss=0.1062, over 2474171.32 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07878, over 22805.77 utterances.], batch size: 33, lr: 7.92e-04
2022-08-21 18:22:38,812 INFO [train.py:927] (7/8) Epoch 3, batch 17400, giga_loss[loss=0.241, simple_loss=0.32, pruned_loss=0.08096, over 12465.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02852, over 80.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3373, pruned_loss=0.1018, over 2474169.02 frames. utt_duration=456.6 frames, utt_pad_proportion=0.075, over 21744.55 utterances.], libri_tot_loss[loss=0.2741, simple_loss=0.3403, pruned_loss=0.104, over 2466894.53 frames. utt_duration=1230 frames, utt_pad_proportion=0.07383, over 8031.29 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3383, pruned_loss=0.1027, over 2474631.43 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07637, over 23332.72 utterances.], batch size: 80, lr: 7.92e-04
2022-08-21 18:24:23,023 INFO [train.py:927] (7/8) Epoch 3, batch 17450, giga_loss[loss=0.2358, simple_loss=0.3144, pruned_loss=0.0786, over 12456.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04242, over 114.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3351, pruned_loss=0.0984, over 2475147.03 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07238, over 22187.01 utterances.], libri_tot_loss[loss=0.2743, simple_loss=0.3405, pruned_loss=0.1041, over 2466794.55 frames. utt_duration=1224 frames, utt_pad_proportion=0.07653, over 8072.17 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3355, pruned_loss=0.0989, over 2475819.68 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07267, over 23810.11 utterances.], batch size: 114, lr: 7.92e-04
2022-08-21 18:26:07,281 INFO [train.py:927] (7/8) Epoch 3, batch 17500, giga_loss[loss=0.2469, simple_loss=0.3272, pruned_loss=0.08334, over 12399.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06377, over 183.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3334, pruned_loss=0.09484, over 2475567.64 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07225, over 23074.32 utterances.], libri_tot_loss[loss=0.2744, simple_loss=0.3406, pruned_loss=0.1041, over 2466829.54 frames. utt_duration=1225 frames, utt_pad_proportion=0.07561, over 8065.15 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3336, pruned_loss=0.09506, over 2476169.89 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07273, over 24556.55 utterances.], batch size: 183, lr: 7.91e-04
2022-08-21 18:27:49,640 INFO [train.py:927] (7/8) Epoch 3, batch 17550, giga_loss[loss=0.2569, simple_loss=0.3269, pruned_loss=0.09342, over 12437.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04752, over 147.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3326, pruned_loss=0.0938, over 2475870.95 frames. utt_duration=420.2 frames, utt_pad_proportion=0.07143, over 23648.74 utterances.], libri_tot_loss[loss=0.2741, simple_loss=0.3403, pruned_loss=0.104, over 2466620.31 frames. utt_duration=1223 frames, utt_pad_proportion=0.0752, over 8075.18 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3329, pruned_loss=0.09391, over 2476737.22 frames. utt_duration=395.3 frames, utt_pad_proportion=0.07197, over 25155.09 utterances.], batch size: 147, lr: 7.91e-04
2022-08-21 18:29:34,371 INFO [train.py:927] (7/8) Epoch 3, batch 17600, giga_loss[loss=0.2181, simple_loss=0.2993, pruned_loss=0.06851, over 12398.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06415, over 183.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3298, pruned_loss=0.09106, over 2476479.26 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06986, over 23834.42 utterances.], libri_tot_loss[loss=0.2743, simple_loss=0.3407, pruned_loss=0.104, over 2466763.66 frames. utt_duration=1214 frames, utt_pad_proportion=0.07792, over 8140.76 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3294, pruned_loss=0.09091, over 2477199.25 frames. utt_duration=394 frames, utt_pad_proportion=0.06944, over 25244.42 utterances.], batch size: 183, lr: 7.91e-04
2022-08-21 18:31:17,495 INFO [train.py:927] (7/8) Epoch 3, batch 17650, giga_loss[loss=0.2242, simple_loss=0.3141, pruned_loss=0.06715, over 12422.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03927, over 105.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3285, pruned_loss=0.09014, over 2476300.53 frames. utt_duration=408 frames, utt_pad_proportion=0.07286, over 24366.05 utterances.], libri_tot_loss[loss=0.2745, simple_loss=0.3406, pruned_loss=0.1042, over 2466327.02 frames. utt_duration=1215 frames, utt_pad_proportion=0.07678, over 8132.36 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3279, pruned_loss=0.08942, over 2477580.33 frames. utt_duration=382.7 frames, utt_pad_proportion=0.07263, over 25991.77 utterances.], batch size: 105, lr: 7.91e-04
2022-08-21 18:33:00,543 INFO [train.py:927] (7/8) Epoch 3, batch 17700, giga_loss[loss=0.212, simple_loss=0.3019, pruned_loss=0.06101, over 12390.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.03616, over 75.00 utterances.], tot_loss[loss=0.25, simple_loss=0.325, pruned_loss=0.08755, over 2476860.08 frames. utt_duration=401 frames, utt_pad_proportion=0.07387, over 24795.61 utterances.], libri_tot_loss[loss=0.2738, simple_loss=0.3399, pruned_loss=0.1038, over 2466742.16 frames. utt_duration=1217 frames, utt_pad_proportion=0.0755, over 8118.42 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3248, pruned_loss=0.08694, over 2477773.84 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07398, over 26564.29 utterances.], batch size: 75, lr: 7.90e-04
2022-08-21 18:34:44,677 INFO [train.py:927] (7/8) Epoch 3, batch 17750, giga_loss[loss=0.2513, simple_loss=0.3205, pruned_loss=0.091, over 12378.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04174, over 133.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3204, pruned_loss=0.08445, over 2476223.62 frames. utt_duration=411.4 frames, utt_pad_proportion=0.0729, over 24161.37 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.339, pruned_loss=0.1032, over 2466613.71 frames. utt_duration=1226 frames, utt_pad_proportion=0.07342, over 8058.74 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3204, pruned_loss=0.08387, over 2477417.49 frames. utt_duration=379.1 frames, utt_pad_proportion=0.07366, over 26241.12 utterances.], batch size: 133, lr: 7.90e-04
2022-08-21 18:36:30,451 INFO [train.py:927] (7/8) Epoch 3, batch 17800, giga_loss[loss=0.2204, simple_loss=0.3023, pruned_loss=0.06931, over 12414.00 frames. utt_duration=405 frames, utt_pad_proportion=0.03806, over 123.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3182, pruned_loss=0.0834, over 2476172.17 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07504, over 24490.32 utterances.], libri_tot_loss[loss=0.2722, simple_loss=0.3384, pruned_loss=0.103, over 2466774.18 frames. utt_duration=1216 frames, utt_pad_proportion=0.07588, over 8126.32 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3181, pruned_loss=0.08241, over 2477331.41 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07481, over 26694.73 utterances.], batch size: 123, lr: 7.90e-04
2022-08-21 18:38:29,907 INFO [train.py:927] (7/8) Epoch 3, batch 17850, giga_loss[loss=0.2793, simple_loss=0.3387, pruned_loss=0.1099, over 12370.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 257.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3202, pruned_loss=0.08325, over 2476939.96 frames. utt_duration=399.3 frames, utt_pad_proportion=0.07557, over 24898.70 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3389, pruned_loss=0.1032, over 2466967.73 frames. utt_duration=1219 frames, utt_pad_proportion=0.07471, over 8106.91 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3193, pruned_loss=0.08193, over 2477846.66 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07569, over 26974.90 utterances.], batch size: 257, lr: 7.89e-04
2022-08-21 18:40:36,392 INFO [train.py:927] (7/8) Epoch 3, batch 17900, giga_loss[loss=0.2059, simple_loss=0.2966, pruned_loss=0.05766, over 12320.00 frames. utt_duration=705.2 frames, utt_pad_proportion=0.02861, over 70.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3181, pruned_loss=0.0815, over 2476494.56 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07332, over 24084.37 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3382, pruned_loss=0.1027, over 2466942.15 frames. utt_duration=1223 frames, utt_pad_proportion=0.07326, over 8076.08 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3175, pruned_loss=0.08033, over 2477513.61 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07396, over 26214.02 utterances.], batch size: 70, lr: 7.89e-04
2022-08-21 18:42:37,050 INFO [train.py:927] (7/8) Epoch 3, batch 17950, giga_loss[loss=0.2075, simple_loss=0.2965, pruned_loss=0.05923, over 12400.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04887, over 161.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3166, pruned_loss=0.08041, over 2477012.61 frames. utt_duration=399.3 frames, utt_pad_proportion=0.07614, over 24894.80 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3381, pruned_loss=0.103, over 2467084.05 frames. utt_duration=1216 frames, utt_pad_proportion=0.07614, over 8122.45 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3155, pruned_loss=0.07851, over 2477991.68 frames. utt_duration=367.9 frames, utt_pad_proportion=0.07562, over 27038.08 utterances.], batch size: 161, lr: 7.89e-04
2022-08-21 18:44:46,472 INFO [train.py:927] (7/8) Epoch 3, batch 18000, giga_loss[loss=0.2335, simple_loss=0.3154, pruned_loss=0.07583, over 12400.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03404, over 113.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3141, pruned_loss=0.0792, over 2477225.23 frames. utt_duration=401.7 frames, utt_pad_proportion=0.07511, over 24749.34 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.338, pruned_loss=0.103, over 2467264.03 frames. utt_duration=1209 frames, utt_pad_proportion=0.07958, over 8175.94 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.313, pruned_loss=0.07735, over 2478028.68 frames. utt_duration=372.4 frames, utt_pad_proportion=0.07393, over 26714.38 utterances.], batch size: 113, lr: 7.89e-04
2022-08-21 18:44:46,473 INFO [train.py:958] (7/8) Computing validation loss
2022-08-21 18:45:00,443 INFO [train.py:967] (7/8) 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 18:46:58,007 INFO [train.py:927] (7/8) Epoch 3, batch 18050, giga_loss[loss=0.2613, simple_loss=0.3244, pruned_loss=0.09912, over 12380.00 frames. utt_duration=196.2 frames, utt_pad_proportion=0.09175, over 254.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3138, pruned_loss=0.07914, over 2477331.14 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07245, over 24911.37 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3378, pruned_loss=0.1029, over 2467102.74 frames. utt_duration=1210 frames, utt_pad_proportion=0.079, over 8166.24 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3128, pruned_loss=0.0774, over 2478263.10 frames. utt_duration=372.6 frames, utt_pad_proportion=0.07182, over 26701.30 utterances.], batch size: 254, lr: 7.88e-04
2022-08-21 18:49:10,557 INFO [train.py:927] (7/8) Epoch 3, batch 18100, giga_loss[loss=0.1948, simple_loss=0.2876, pruned_loss=0.05095, over 12422.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03608, over 105.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3146, pruned_loss=0.0789, over 2477130.47 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06942, over 24054.39 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3371, pruned_loss=0.1027, over 2466759.85 frames. utt_duration=1219 frames, utt_pad_proportion=0.07715, over 8104.16 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3137, pruned_loss=0.07697, over 2478548.55 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06958, over 26069.45 utterances.], batch size: 105, lr: 7.88e-04
2022-08-21 18:51:16,260 INFO [train.py:927] (7/8) Epoch 3, batch 18150, giga_loss[loss=0.2465, simple_loss=0.3246, pruned_loss=0.08417, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05914, over 182.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3128, pruned_loss=0.07772, over 2476678.76 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06805, over 24071.35 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3362, pruned_loss=0.1022, over 2466522.30 frames. utt_duration=1222 frames, utt_pad_proportion=0.07631, over 8082.32 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3125, pruned_loss=0.07618, over 2478171.23 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06845, over 25957.38 utterances.], batch size: 182, lr: 7.88e-04
2022-08-21 18:53:21,229 INFO [train.py:927] (7/8) Epoch 3, batch 18200, giga_loss[loss=0.2554, simple_loss=0.3485, pruned_loss=0.08118, over 12354.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03006, over 70.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3158, pruned_loss=0.07629, over 2476863.73 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06967, over 24896.82 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3372, pruned_loss=0.1022, over 2466440.27 frames. utt_duration=1220 frames, utt_pad_proportion=0.07643, over 8093.38 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3145, pruned_loss=0.07493, over 2478196.94 frames. utt_duration=375.1 frames, utt_pad_proportion=0.06983, over 26511.44 utterances.], batch size: 70, lr: 7.87e-04
2022-08-21 18:55:26,964 INFO [train.py:927] (7/8) Epoch 3, batch 18250, libri_loss[loss=0.2375, simple_loss=0.3067, pruned_loss=0.08415, over 12248.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005294, over 34.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3176, pruned_loss=0.07586, over 2477062.54 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06617, over 23735.94 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3379, pruned_loss=0.1026, over 2466334.34 frames. utt_duration=1208 frames, utt_pad_proportion=0.0799, over 8179.97 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3153, pruned_loss=0.07365, over 2478540.35 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06525, over 25409.50 utterances.], batch size: 34, lr: 7.87e-04
2022-08-21 18:57:31,079 INFO [train.py:927] (7/8) Epoch 3, batch 18300, giga_loss[loss=0.1878, simple_loss=0.275, pruned_loss=0.05026, over 12428.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.02809, over 40.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.317, pruned_loss=0.07618, over 2477388.04 frames. utt_duration=427.2 frames, utt_pad_proportion=0.064, over 23260.65 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3372, pruned_loss=0.1023, over 2466975.52 frames. utt_duration=1213 frames, utt_pad_proportion=0.07774, over 8144.36 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3151, pruned_loss=0.07368, over 2478409.36 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06386, over 25198.21 utterances.], batch size: 40, lr: 7.87e-04
2022-08-21 19:00:00,256 INFO [train.py:927] (7/8) Epoch 3, batch 18350, giga_loss[loss=0.2478, simple_loss=0.3223, pruned_loss=0.08661, over 12391.00 frames. utt_duration=506.4 frames, utt_pad_proportion=0.03549, over 98.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3165, pruned_loss=0.07705, over 2476768.26 frames. utt_duration=438.8 frames, utt_pad_proportion=0.06162, over 22641.77 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3363, pruned_loss=0.1021, over 2466562.49 frames. utt_duration=1222 frames, utt_pad_proportion=0.07555, over 8084.71 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.315, pruned_loss=0.07437, over 2478286.86 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06217, over 24760.84 utterances.], batch size: 98, lr: 7.87e-04
2022-08-21 19:02:06,290 INFO [train.py:927] (7/8) Epoch 3, batch 18400, giga_loss[loss=0.1906, simple_loss=0.2825, pruned_loss=0.04929, over 12420.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03394, over 75.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3141, pruned_loss=0.07606, over 2477252.43 frames. utt_duration=440.2 frames, utt_pad_proportion=0.06343, over 22574.43 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3369, pruned_loss=0.1024, over 2466517.16 frames. utt_duration=1200 frames, utt_pad_proportion=0.08338, over 8231.81 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3119, pruned_loss=0.07303, over 2478734.69 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06129, over 24461.41 utterances.], batch size: 75, lr: 7.86e-04
2022-08-21 19:04:08,133 INFO [train.py:927] (7/8) Epoch 3, batch 18450, giga_loss[loss=0.2144, simple_loss=0.3026, pruned_loss=0.0631, over 12377.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06091, over 182.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3127, pruned_loss=0.07599, over 2477003.38 frames. utt_duration=445.3 frames, utt_pad_proportion=0.06213, over 22309.24 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3359, pruned_loss=0.1019, over 2466758.25 frames. utt_duration=1209 frames, utt_pad_proportion=0.08046, over 8172.66 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3107, pruned_loss=0.07274, over 2478512.83 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06107, over 24583.63 utterances.], batch size: 182, lr: 7.86e-04
2022-08-21 19:06:11,817 INFO [train.py:927] (7/8) Epoch 3, batch 18500, giga_loss[loss=0.2523, simple_loss=0.332, pruned_loss=0.0863, over 12392.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05927, over 182.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3139, pruned_loss=0.07641, over 2477044.78 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06354, over 23010.74 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.336, pruned_loss=0.102, over 2466728.46 frames. utt_duration=1210 frames, utt_pad_proportion=0.08014, over 8166.80 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3121, pruned_loss=0.07357, over 2478302.08 frames. utt_duration=399.9 frames, utt_pad_proportion=0.0627, over 24863.89 utterances.], batch size: 182, lr: 7.86e-04
2022-08-21 19:08:20,308 INFO [train.py:927] (7/8) Epoch 3, batch 18550, giga_loss[loss=0.2113, simple_loss=0.2952, pruned_loss=0.06368, over 12465.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03413, over 98.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3132, pruned_loss=0.07675, over 2476924.73 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06501, over 23507.13 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3362, pruned_loss=0.102, over 2466603.69 frames. utt_duration=1212 frames, utt_pad_proportion=0.07954, over 8152.18 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3114, pruned_loss=0.07428, over 2478117.69 frames. utt_duration=395.9 frames, utt_pad_proportion=0.0644, over 25114.60 utterances.], batch size: 98, lr: 7.86e-04
2022-08-21 19:10:34,436 INFO [train.py:927] (7/8) Epoch 3, batch 18600, giga_loss[loss=0.2497, simple_loss=0.3266, pruned_loss=0.08635, over 12440.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03436, over 105.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3159, pruned_loss=0.0777, over 2477135.27 frames. utt_duration=437.6 frames, utt_pad_proportion=0.06467, over 22702.84 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3361, pruned_loss=0.102, over 2467125.15 frames. utt_duration=1206 frames, utt_pad_proportion=0.08243, over 8194.12 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3139, pruned_loss=0.07498, over 2477968.75 frames. utt_duration=407 frames, utt_pad_proportion=0.0632, over 24422.96 utterances.], batch size: 105, lr: 7.85e-04
2022-08-21 19:12:51,052 INFO [train.py:927] (7/8) Epoch 3, batch 18650, libri_loss[loss=0.2664, simple_loss=0.3232, pruned_loss=0.1048, over 12293.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006719, over 35.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3142, pruned_loss=0.07732, over 2478108.77 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06476, over 23297.75 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3359, pruned_loss=0.102, over 2467406.59 frames. utt_duration=1204 frames, utt_pad_proportion=0.08187, over 8208.87 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3124, pruned_loss=0.07476, over 2478720.85 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06369, over 24915.23 utterances.], batch size: 35, lr: 7.85e-04
2022-08-21 19:14:53,968 INFO [train.py:927] (7/8) Epoch 3, batch 18700, giga_loss[loss=0.2039, simple_loss=0.2923, pruned_loss=0.05777, over 12423.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3101, pruned_loss=0.07606, over 2478357.28 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06658, over 23496.53 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3357, pruned_loss=0.1017, over 2467739.54 frames. utt_duration=1211 frames, utt_pad_proportion=0.0801, over 8163.33 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3082, pruned_loss=0.07359, over 2478835.51 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06603, over 25250.29 utterances.], batch size: 75, lr: 7.85e-04
2022-08-21 19:16:47,011 INFO [train.py:927] (7/8) Epoch 3, batch 18750, giga_loss[loss=0.2442, simple_loss=0.3169, pruned_loss=0.08576, over 12308.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02824, over 45.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3111, pruned_loss=0.07659, over 2477687.10 frames. utt_duration=427 frames, utt_pad_proportion=0.06502, over 23275.49 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3357, pruned_loss=0.1014, over 2467502.58 frames. utt_duration=1216 frames, utt_pad_proportion=0.07856, over 8127.91 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3089, pruned_loss=0.07421, over 2478588.36 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06498, over 25126.94 utterances.], batch size: 45, lr: 7.84e-04
2022-08-21 19:18:49,513 INFO [train.py:927] (7/8) Epoch 3, batch 18800, giga_loss[loss=0.2302, simple_loss=0.3108, pruned_loss=0.07478, over 12390.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04689, over 161.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3082, pruned_loss=0.07455, over 2477405.39 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06768, over 24443.06 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3347, pruned_loss=0.1008, over 2467329.72 frames. utt_duration=1222 frames, utt_pad_proportion=0.07716, over 8084.17 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3068, pruned_loss=0.0726, over 2478503.52 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06779, over 26299.82 utterances.], batch size: 161, lr: 7.84e-04
2022-08-21 19:21:02,369 INFO [train.py:927] (7/8) Epoch 3, batch 18850, giga_loss[loss=0.2162, simple_loss=0.3071, pruned_loss=0.06267, over 12354.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03987, over 113.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3067, pruned_loss=0.07395, over 2477586.60 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06627, over 23970.64 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3345, pruned_loss=0.1008, over 2467468.23 frames. utt_duration=1223 frames, utt_pad_proportion=0.07623, over 8077.75 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3051, pruned_loss=0.07166, over 2478591.06 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06664, over 25909.78 utterances.], batch size: 113, lr: 7.84e-04
2022-08-21 19:23:12,446 INFO [train.py:927] (7/8) Epoch 3, batch 18900, giga_loss[loss=0.2186, simple_loss=0.2933, pruned_loss=0.07197, over 12236.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03032, over 42.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3068, pruned_loss=0.07407, over 2477210.16 frames. utt_duration=414.5 frames, utt_pad_proportion=0.0684, over 23977.62 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3343, pruned_loss=0.1009, over 2467156.93 frames. utt_duration=1203 frames, utt_pad_proportion=0.08415, over 8213.47 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3051, pruned_loss=0.07162, over 2478517.97 frames. utt_duration=386 frames, utt_pad_proportion=0.06628, over 25760.45 utterances.], batch size: 42, lr: 7.84e-04
2022-08-21 19:25:11,598 INFO [train.py:927] (7/8) Epoch 3, batch 18950, giga_loss[loss=0.2175, simple_loss=0.2984, pruned_loss=0.0683, over 12353.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03343, over 97.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3075, pruned_loss=0.07418, over 2477798.98 frames. utt_duration=405.2 frames, utt_pad_proportion=0.0669, over 24532.51 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.335, pruned_loss=0.1006, over 2467344.83 frames. utt_duration=1203 frames, utt_pad_proportion=0.08349, over 8213.26 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.305, pruned_loss=0.07199, over 2478854.12 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06542, over 26228.66 utterances.], batch size: 97, lr: 7.83e-04
2022-08-21 19:27:13,185 INFO [train.py:927] (7/8) Epoch 3, batch 19000, giga_loss[loss=0.2406, simple_loss=0.3296, pruned_loss=0.07578, over 12332.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.0315, over 91.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3093, pruned_loss=0.07384, over 2477366.15 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06663, over 24396.26 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3352, pruned_loss=0.1008, over 2467336.77 frames. utt_duration=1205 frames, utt_pad_proportion=0.08266, over 8198.22 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3069, pruned_loss=0.07163, over 2478332.47 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06562, over 25956.70 utterances.], batch size: 91, lr: 7.83e-04
2022-08-21 19:29:13,465 INFO [train.py:927] (7/8) Epoch 3, batch 19050, libri_loss[loss=0.3085, simple_loss=0.3593, pruned_loss=0.1288, over 12483.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006379, over 37.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3101, pruned_loss=0.07402, over 2477984.58 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06389, over 24226.08 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3352, pruned_loss=0.101, over 2467770.37 frames. utt_duration=1208 frames, utt_pad_proportion=0.08136, over 8179.45 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3075, pruned_loss=0.07153, over 2478528.15 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06353, over 25786.24 utterances.], batch size: 37, lr: 7.83e-04
2022-08-21 19:31:15,824 INFO [train.py:927] (7/8) Epoch 3, batch 19100, giga_loss[loss=0.1961, simple_loss=0.2821, pruned_loss=0.05501, over 12380.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03811, over 113.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3087, pruned_loss=0.07382, over 2477774.55 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06923, over 25333.00 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3353, pruned_loss=0.1012, over 2468036.25 frames. utt_duration=1200 frames, utt_pad_proportion=0.08447, over 8239.27 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3062, pruned_loss=0.07119, over 2478151.88 frames. utt_duration=371 frames, utt_pad_proportion=0.06777, over 26807.92 utterances.], batch size: 113, lr: 7.83e-04
2022-08-21 19:33:18,622 INFO [train.py:927] (7/8) Epoch 3, batch 19150, giga_loss[loss=0.2114, simple_loss=0.295, pruned_loss=0.0639, over 12368.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.02995, over 97.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3076, pruned_loss=0.07409, over 2477212.24 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06693, over 24335.29 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3347, pruned_loss=0.1011, over 2467646.11 frames. utt_duration=1208 frames, utt_pad_proportion=0.08231, over 8183.79 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3053, pruned_loss=0.07121, over 2478170.07 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06638, over 26122.93 utterances.], batch size: 97, lr: 7.82e-04
2022-08-21 19:35:28,593 INFO [train.py:927] (7/8) Epoch 3, batch 19200, giga_loss[loss=0.2477, simple_loss=0.3204, pruned_loss=0.08748, over 12418.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07719, over 213.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3099, pruned_loss=0.07492, over 2477533.36 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06643, over 24376.32 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3353, pruned_loss=0.1012, over 2467817.14 frames. utt_duration=1209 frames, utt_pad_proportion=0.08139, over 8177.02 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3072, pruned_loss=0.07217, over 2478255.65 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06623, over 26020.32 utterances.], batch size: 213, lr: 7.82e-04
2022-08-21 19:37:32,837 INFO [train.py:927] (7/8) Epoch 3, batch 19250, giga_loss[loss=0.2395, simple_loss=0.3267, pruned_loss=0.07611, over 12410.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.02796, over 62.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3105, pruned_loss=0.07548, over 2477381.64 frames. utt_duration=423 frames, utt_pad_proportion=0.06383, over 23491.78 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3347, pruned_loss=0.1008, over 2467516.37 frames. utt_duration=1214 frames, utt_pad_proportion=0.07931, over 8138.31 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.308, pruned_loss=0.07275, over 2478600.74 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06427, over 25429.84 utterances.], batch size: 62, lr: 7.82e-04
2022-08-21 19:39:34,621 INFO [train.py:927] (7/8) Epoch 3, batch 19300, giga_loss[loss=0.2267, simple_loss=0.3148, pruned_loss=0.06932, over 12362.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03096, over 58.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3121, pruned_loss=0.07625, over 2476946.62 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06651, over 23556.70 utterances.], libri_tot_loss[loss=0.2671, simple_loss=0.3337, pruned_loss=0.1002, over 2467409.85 frames. utt_duration=1223 frames, utt_pad_proportion=0.0777, over 8078.95 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3104, pruned_loss=0.07388, over 2478298.25 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06708, over 25607.40 utterances.], batch size: 58, lr: 7.81e-04
2022-08-21 19:41:55,557 INFO [train.py:927] (7/8) Epoch 3, batch 19350, giga_loss[loss=0.228, simple_loss=0.3135, pruned_loss=0.07123, over 12378.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.02825, over 51.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3111, pruned_loss=0.076, over 2477586.88 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07079, over 24717.75 utterances.], libri_tot_loss[loss=0.2671, simple_loss=0.3337, pruned_loss=0.1002, over 2467412.80 frames. utt_duration=1225 frames, utt_pad_proportion=0.07729, over 8066.16 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3096, pruned_loss=0.0739, over 2478742.27 frames. utt_duration=375.4 frames, utt_pad_proportion=0.07106, over 26499.91 utterances.], batch size: 51, lr: 7.81e-04
2022-08-21 19:43:54,193 INFO [train.py:927] (7/8) Epoch 3, batch 19400, libri_loss[loss=0.2578, simple_loss=0.3138, pruned_loss=0.1009, over 12419.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006255, over 30.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3105, pruned_loss=0.07625, over 2477962.75 frames. utt_duration=397 frames, utt_pad_proportion=0.0721, over 25042.01 utterances.], libri_tot_loss[loss=0.267, simple_loss=0.3334, pruned_loss=0.1003, over 2467501.69 frames. utt_duration=1221 frames, utt_pad_proportion=0.07966, over 8095.70 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3089, pruned_loss=0.07382, over 2479096.98 frames. utt_duration=369.6 frames, utt_pad_proportion=0.07164, over 26915.59 utterances.], batch size: 30, lr: 7.81e-04
2022-08-21 19:46:00,392 INFO [train.py:927] (7/8) Epoch 3, batch 19450, giga_loss[loss=0.237, simple_loss=0.3109, pruned_loss=0.08159, over 12369.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.02946, over 85.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3089, pruned_loss=0.07618, over 2476644.79 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07142, over 24424.30 utterances.], libri_tot_loss[loss=0.2663, simple_loss=0.3328, pruned_loss=0.09991, over 2467283.49 frames. utt_duration=1221 frames, utt_pad_proportion=0.07845, over 8094.09 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3074, pruned_loss=0.07389, over 2478066.12 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07135, over 26459.22 utterances.], batch size: 85, lr: 7.81e-04
2022-08-21 19:48:06,354 INFO [train.py:927] (7/8) Epoch 3, batch 19500, giga_loss[loss=0.2378, simple_loss=0.3235, pruned_loss=0.07605, over 12470.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03137, over 92.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3089, pruned_loss=0.0752, over 2477440.32 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07163, over 24821.92 utterances.], libri_tot_loss[loss=0.2663, simple_loss=0.3329, pruned_loss=0.09991, over 2467355.66 frames. utt_duration=1223 frames, utt_pad_proportion=0.07752, over 8080.76 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3074, pruned_loss=0.07309, over 2478627.95 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07178, over 26649.65 utterances.], batch size: 92, lr: 7.80e-04
2022-08-21 19:49:59,055 INFO [train.py:927] (7/8) Epoch 3, batch 19550, giga_loss[loss=0.2261, simple_loss=0.3149, pruned_loss=0.06868, over 12376.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03138, over 97.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3102, pruned_loss=0.07388, over 2477140.91 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06844, over 23749.64 utterances.], libri_tot_loss[loss=0.2659, simple_loss=0.3327, pruned_loss=0.0995, over 2467063.92 frames. utt_duration=1229 frames, utt_pad_proportion=0.07612, over 8038.15 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3087, pruned_loss=0.07203, over 2478558.29 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06914, over 25603.53 utterances.], batch size: 97, lr: 7.80e-04
2022-08-21 19:52:09,567 INFO [train.py:927] (7/8) Epoch 3, batch 19600, giga_loss[loss=0.2069, simple_loss=0.2939, pruned_loss=0.06, over 12456.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.02873, over 75.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.31, pruned_loss=0.07364, over 2476826.03 frames. utt_duration=415.3 frames, utt_pad_proportion=0.0716, over 23926.70 utterances.], libri_tot_loss[loss=0.2657, simple_loss=0.3324, pruned_loss=0.09954, over 2466850.65 frames. utt_duration=1221 frames, utt_pad_proportion=0.07882, over 8094.36 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3085, pruned_loss=0.07141, over 2478443.24 frames. utt_duration=385.4 frames, utt_pad_proportion=0.07107, over 25807.06 utterances.], batch size: 75, lr: 7.80e-04
2022-08-21 19:54:19,858 INFO [train.py:927] (7/8) Epoch 3, batch 19650, giga_loss[loss=0.2164, simple_loss=0.3071, pruned_loss=0.06289, over 12392.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04977, over 161.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3107, pruned_loss=0.07384, over 2477551.15 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06867, over 24049.82 utterances.], libri_tot_loss[loss=0.2657, simple_loss=0.3321, pruned_loss=0.09961, over 2467026.47 frames. utt_duration=1222 frames, utt_pad_proportion=0.07781, over 8086.08 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3091, pruned_loss=0.07135, over 2478971.14 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06867, over 25962.71 utterances.], batch size: 161, lr: 7.80e-04
2022-08-21 19:56:25,890 INFO [train.py:927] (7/8) Epoch 3, batch 19700, giga_loss[loss=0.2576, simple_loss=0.3511, pruned_loss=0.08201, over 12435.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04646, over 161.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3124, pruned_loss=0.07451, over 2477503.32 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06579, over 23554.86 utterances.], libri_tot_loss[loss=0.2652, simple_loss=0.3319, pruned_loss=0.09922, over 2467107.00 frames. utt_duration=1226 frames, utt_pad_proportion=0.07589, over 8057.44 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3105, pruned_loss=0.07168, over 2479064.54 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06639, over 25861.34 utterances.], batch size: 161, lr: 7.79e-04
2022-08-21 19:58:48,398 INFO [train.py:927] (7/8) Epoch 3, batch 19750, giga_loss[loss=0.2176, simple_loss=0.304, pruned_loss=0.06559, over 12422.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0391, over 133.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.313, pruned_loss=0.07379, over 2477075.12 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06785, over 23755.99 utterances.], libri_tot_loss[loss=0.2653, simple_loss=0.3321, pruned_loss=0.09926, over 2467148.46 frames. utt_duration=1225 frames, utt_pad_proportion=0.07589, over 8069.16 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3113, pruned_loss=0.07143, over 2478303.38 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06815, over 25613.34 utterances.], batch size: 133, lr: 7.79e-04
2022-08-21 20:01:12,104 INFO [train.py:927] (7/8) Epoch 3, batch 19800, libri_loss[loss=0.2801, simple_loss=0.3232, pruned_loss=0.1184, over 12146.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.004871, over 32.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3124, pruned_loss=0.07327, over 2477241.18 frames. utt_duration=430.8 frames, utt_pad_proportion=0.06443, over 23064.90 utterances.], libri_tot_loss[loss=0.266, simple_loss=0.3332, pruned_loss=0.09942, over 2466907.87 frames. utt_duration=1229 frames, utt_pad_proportion=0.07475, over 8042.00 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3096, pruned_loss=0.0708, over 2478621.73 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06521, over 24839.01 utterances.], batch size: 32, lr: 7.79e-04
2022-08-21 20:03:15,276 INFO [train.py:927] (7/8) Epoch 3, batch 19850, giga_loss[loss=0.221, simple_loss=0.3024, pruned_loss=0.06982, over 12358.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02925, over 48.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3109, pruned_loss=0.07245, over 2477144.95 frames. utt_duration=436.6 frames, utt_pad_proportion=0.06384, over 22755.41 utterances.], libri_tot_loss[loss=0.2664, simple_loss=0.3333, pruned_loss=0.0997, over 2467275.58 frames. utt_duration=1228 frames, utt_pad_proportion=0.0741, over 8048.15 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3081, pruned_loss=0.0696, over 2478146.07 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06462, over 24500.76 utterances.], batch size: 48, lr: 7.79e-04
2022-08-21 20:05:10,652 INFO [train.py:927] (7/8) Epoch 3, batch 19900, giga_loss[loss=0.2367, simple_loss=0.3128, pruned_loss=0.08026, over 12389.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06023, over 182.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3129, pruned_loss=0.0741, over 2476734.96 frames. utt_duration=439.8 frames, utt_pad_proportion=0.06562, over 22585.32 utterances.], libri_tot_loss[loss=0.2658, simple_loss=0.3328, pruned_loss=0.09944, over 2467057.48 frames. utt_duration=1233 frames, utt_pad_proportion=0.0717, over 8015.55 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3103, pruned_loss=0.07093, over 2478161.08 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06674, over 24649.43 utterances.], batch size: 182, lr: 7.78e-04
2022-08-21 20:07:04,414 INFO [train.py:927] (7/8) Epoch 3, batch 19950, giga_loss[loss=0.2517, simple_loss=0.3287, pruned_loss=0.08731, over 12363.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.02827, over 62.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3114, pruned_loss=0.07391, over 2477393.51 frames. utt_duration=440 frames, utt_pad_proportion=0.065, over 22582.49 utterances.], libri_tot_loss[loss=0.2657, simple_loss=0.3327, pruned_loss=0.09933, over 2467401.45 frames. utt_duration=1235 frames, utt_pad_proportion=0.07005, over 7999.18 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3088, pruned_loss=0.07077, over 2478515.88 frames. utt_duration=403.2 frames, utt_pad_proportion=0.0664, over 24658.14 utterances.], batch size: 62, lr: 7.78e-04
2022-08-21 20:08:58,950 INFO [train.py:927] (7/8) Epoch 3, batch 20000, giga_loss[loss=0.2852, simple_loss=0.3635, pruned_loss=0.1034, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03928, over 37.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3117, pruned_loss=0.07495, over 2477009.98 frames. utt_duration=426 frames, utt_pad_proportion=0.06922, over 23325.97 utterances.], libri_tot_loss[loss=0.2652, simple_loss=0.3322, pruned_loss=0.09911, over 2467281.28 frames. utt_duration=1225 frames, utt_pad_proportion=0.07317, over 8066.23 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3095, pruned_loss=0.072, over 2478302.94 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06918, over 25344.32 utterances.], batch size: 37, lr: 7.78e-04
2022-08-21 20:10:43,330 INFO [train.py:927] (7/8) Epoch 3, batch 20050, giga_loss[loss=0.3192, simple_loss=0.3837, pruned_loss=0.1273, over 12285.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02784, over 42.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.32, pruned_loss=0.08049, over 2476334.40 frames. utt_duration=429.6 frames, utt_pad_proportion=0.06951, over 23124.71 utterances.], libri_tot_loss[loss=0.2653, simple_loss=0.3323, pruned_loss=0.09917, over 2467010.23 frames. utt_duration=1216 frames, utt_pad_proportion=0.07652, over 8126.89 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3181, pruned_loss=0.07782, over 2477751.76 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06836, over 24870.36 utterances.], batch size: 42, lr: 7.77e-04
2022-08-21 20:12:28,586 INFO [train.py:927] (7/8) Epoch 3, batch 20100, giga_loss[loss=0.2152, simple_loss=0.2915, pruned_loss=0.06942, over 12345.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03031, over 51.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3228, pruned_loss=0.08244, over 2475687.50 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07273, over 22569.15 utterances.], libri_tot_loss[loss=0.2659, simple_loss=0.3336, pruned_loss=0.09912, over 2466800.43 frames. utt_duration=1207 frames, utt_pad_proportion=0.07909, over 8186.60 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3198, pruned_loss=0.07979, over 2477297.80 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07069, over 24388.01 utterances.], batch size: 51, lr: 7.77e-04
2022-08-21 20:14:11,836 INFO [train.py:927] (7/8) Epoch 3, batch 20150, libri_loss[loss=0.2719, simple_loss=0.3308, pruned_loss=0.1065, over 12270.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007757, over 32.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3172, pruned_loss=0.08146, over 2475207.98 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07569, over 22349.23 utterances.], libri_tot_loss[loss=0.2656, simple_loss=0.3333, pruned_loss=0.099, over 2466880.31 frames. utt_duration=1210 frames, utt_pad_proportion=0.07758, over 8168.01 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3147, pruned_loss=0.07897, over 2476657.57 frames. utt_duration=410.4 frames, utt_pad_proportion=0.07428, over 24218.93 utterances.], batch size: 32, lr: 7.77e-04
2022-08-21 20:15:54,680 INFO [train.py:927] (7/8) Epoch 3, batch 20200, giga_loss[loss=0.1973, simple_loss=0.2804, pruned_loss=0.05706, over 12365.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02867, over 70.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3088, pruned_loss=0.07831, over 2475636.01 frames. utt_duration=463.7 frames, utt_pad_proportion=0.0724, over 21419.35 utterances.], libri_tot_loss[loss=0.2655, simple_loss=0.333, pruned_loss=0.09897, over 2467003.30 frames. utt_duration=1208 frames, utt_pad_proportion=0.07695, over 8176.78 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3067, pruned_loss=0.07599, over 2476837.21 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07163, over 23143.94 utterances.], batch size: 70, lr: 7.77e-04
2022-08-21 20:17:36,972 INFO [train.py:927] (7/8) Epoch 3, batch 20250, libri_loss[loss=0.263, simple_loss=0.3249, pruned_loss=0.1005, over 12443.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03404, over 46.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3023, pruned_loss=0.07587, over 2475752.21 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07134, over 20801.01 utterances.], libri_tot_loss[loss=0.265, simple_loss=0.3324, pruned_loss=0.09875, over 2466674.16 frames. utt_duration=1215 frames, utt_pad_proportion=0.07473, over 8127.82 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3001, pruned_loss=0.07339, over 2477359.89 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07144, over 22715.26 utterances.], batch size: 46, lr: 7.76e-04
2022-08-21 20:19:19,913 INFO [train.py:927] (7/8) Epoch 3, batch 20300, giga_loss[loss=0.175, simple_loss=0.245, pruned_loss=0.05252, over 12342.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1896, over 362.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.2973, pruned_loss=0.07372, over 2475201.35 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07147, over 20720.28 utterances.], libri_tot_loss[loss=0.2643, simple_loss=0.3318, pruned_loss=0.09838, over 2467148.20 frames. utt_duration=1218 frames, utt_pad_proportion=0.07363, over 8110.76 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2951, pruned_loss=0.07131, over 2476334.62 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07183, over 22665.28 utterances.], batch size: 362, lr: 7.76e-04
2022-08-21 20:21:05,252 INFO [train.py:927] (7/8) Epoch 3, batch 20350, giga_loss[loss=0.1775, simple_loss=0.2531, pruned_loss=0.05098, over 12418.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03781, over 123.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2913, pruned_loss=0.07034, over 2473861.71 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06605, over 19588.53 utterances.], libri_tot_loss[loss=0.2643, simple_loss=0.332, pruned_loss=0.09835, over 2466946.49 frames. utt_duration=1222 frames, utt_pad_proportion=0.07249, over 8086.74 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2886, pruned_loss=0.06797, over 2475100.11 frames. utt_duration=464.7 frames, utt_pad_proportion=0.06713, over 21371.67 utterances.], batch size: 123, lr: 7.76e-04
2022-08-21 20:22:48,947 INFO [train.py:927] (7/8) Epoch 3, batch 20400, giga_loss[loss=0.2, simple_loss=0.2659, pruned_loss=0.06701, over 12367.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07088, over 211.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2868, pruned_loss=0.06871, over 2473804.97 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06607, over 19114.38 utterances.], libri_tot_loss[loss=0.2647, simple_loss=0.3322, pruned_loss=0.09864, over 2467070.37 frames. utt_duration=1223 frames, utt_pad_proportion=0.07159, over 8080.45 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2834, pruned_loss=0.06578, over 2474859.37 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06721, over 20848.56 utterances.], batch size: 211, lr: 7.76e-04
2022-08-21 20:24:32,973 INFO [train.py:927] (7/8) Epoch 3, batch 20450, giga_loss[loss=0.1553, simple_loss=0.236, pruned_loss=0.0373, over 12480.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02885, over 55.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2805, pruned_loss=0.06573, over 2474235.54 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07364, over 19938.93 utterances.], libri_tot_loss[loss=0.2651, simple_loss=0.3324, pruned_loss=0.09888, over 2467064.24 frames. utt_duration=1217 frames, utt_pad_proportion=0.07216, over 8116.52 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2772, pruned_loss=0.06297, over 2475131.16 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07382, over 21366.82 utterances.], batch size: 55, lr: 7.75e-04
2022-08-21 20:26:17,658 INFO [train.py:927] (7/8) Epoch 3, batch 20500, giga_loss[loss=0.2544, simple_loss=0.3245, pruned_loss=0.0921, over 12394.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05861, over 182.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2821, pruned_loss=0.06694, over 2473435.69 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06863, over 19816.99 utterances.], libri_tot_loss[loss=0.265, simple_loss=0.3324, pruned_loss=0.09875, over 2466699.57 frames. utt_duration=1223 frames, utt_pad_proportion=0.07086, over 8075.04 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2783, pruned_loss=0.06413, over 2474617.43 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06951, over 21239.98 utterances.], batch size: 182, lr: 7.75e-04
2022-08-21 20:28:01,274 INFO [train.py:927] (7/8) Epoch 3, batch 20550, giga_loss[loss=0.2362, simple_loss=0.3208, pruned_loss=0.07578, over 12399.00 frames. utt_duration=974 frames, utt_pad_proportion=0.02986, over 51.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.295, pruned_loss=0.07389, over 2473911.13 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06359, over 18805.70 utterances.], libri_tot_loss[loss=0.2658, simple_loss=0.3332, pruned_loss=0.0992, over 2466867.62 frames. utt_duration=1221 frames, utt_pad_proportion=0.07095, over 8090.32 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2902, pruned_loss=0.07049, over 2474896.79 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06458, over 20237.20 utterances.], batch size: 51, lr: 7.75e-04
2022-08-21 20:29:44,515 INFO [train.py:927] (7/8) Epoch 3, batch 20600, giga_loss[loss=0.3479, simple_loss=0.3836, pruned_loss=0.1561, over 12383.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3055, pruned_loss=0.07903, over 2474264.73 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06114, over 18708.23 utterances.], libri_tot_loss[loss=0.2654, simple_loss=0.3328, pruned_loss=0.099, over 2466970.15 frames. utt_duration=1228 frames, utt_pad_proportion=0.06948, over 8047.20 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3011, pruned_loss=0.07588, over 2475148.34 frames. utt_duration=492.1 frames, utt_pad_proportion=0.06255, over 20180.66 utterances.], batch size: 258, lr: 7.75e-04
2022-08-21 20:31:28,920 INFO [train.py:927] (7/8) Epoch 3, batch 20650, giga_loss[loss=0.2327, simple_loss=0.3209, pruned_loss=0.0722, over 12386.00 frames. utt_duration=343.2 frames, utt_pad_proportion=0.03862, over 145.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3097, pruned_loss=0.08019, over 2473497.31 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06395, over 19073.77 utterances.], libri_tot_loss[loss=0.265, simple_loss=0.3325, pruned_loss=0.09877, over 2466835.21 frames. utt_duration=1229 frames, utt_pad_proportion=0.06842, over 8040.15 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3057, pruned_loss=0.07734, over 2474488.16 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06518, over 20549.49 utterances.], batch size: 145, lr: 7.74e-04
2022-08-21 20:33:12,901 INFO [train.py:927] (7/8) Epoch 3, batch 20700, giga_loss[loss=0.2668, simple_loss=0.3378, pruned_loss=0.09786, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03264, over 42.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.313, pruned_loss=0.08233, over 2473035.53 frames. utt_duration=525 frames, utt_pad_proportion=0.06846, over 18895.88 utterances.], libri_tot_loss[loss=0.2649, simple_loss=0.3323, pruned_loss=0.09871, over 2466853.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.06751, over 8020.50 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3096, pruned_loss=0.07981, over 2473896.57 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06946, over 20269.47 utterances.], batch size: 42, lr: 7.74e-04
2022-08-21 20:34:54,358 INFO [train.py:927] (7/8) Epoch 3, batch 20750, libri_loss[loss=0.2295, simple_loss=0.3032, pruned_loss=0.07792, over 12205.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.006951, over 30.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3178, pruned_loss=0.08479, over 2472789.44 frames. utt_duration=547 frames, utt_pad_proportion=0.06442, over 18130.43 utterances.], libri_tot_loss[loss=0.2649, simple_loss=0.3324, pruned_loss=0.09876, over 2466769.03 frames. utt_duration=1234 frames, utt_pad_proportion=0.06685, over 8005.31 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3146, pruned_loss=0.08229, over 2473728.94 frames. utt_duration=508 frames, utt_pad_proportion=0.06571, over 19534.27 utterances.], batch size: 30, lr: 7.74e-04
2022-08-21 20:36:34,748 INFO [train.py:927] (7/8) Epoch 3, batch 20800, giga_loss[loss=0.2456, simple_loss=0.3321, pruned_loss=0.07953, over 12338.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.0337, over 97.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3219, pruned_loss=0.08591, over 2473389.80 frames. utt_duration=547.8 frames, utt_pad_proportion=0.0638, over 18109.91 utterances.], libri_tot_loss[loss=0.265, simple_loss=0.3323, pruned_loss=0.09882, over 2466478.13 frames. utt_duration=1225 frames, utt_pad_proportion=0.07012, over 8063.93 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3193, pruned_loss=0.0837, over 2474483.95 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06355, over 19305.13 utterances.], batch size: 97, lr: 7.73e-04
2022-08-21 20:38:20,561 INFO [train.py:927] (7/8) Epoch 3, batch 20850, giga_loss[loss=0.226, simple_loss=0.32, pruned_loss=0.06597, over 12303.00 frames. utt_duration=795.3 frames, utt_pad_proportion=0.03361, over 62.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3241, pruned_loss=0.08613, over 2473273.58 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06596, over 18254.32 utterances.], libri_tot_loss[loss=0.2654, simple_loss=0.3326, pruned_loss=0.09909, over 2466873.30 frames. utt_duration=1215 frames, utt_pad_proportion=0.07427, over 8134.32 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3215, pruned_loss=0.08388, over 2473885.79 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06383, over 19324.41 utterances.], batch size: 62, lr: 7.73e-04
2022-08-21 20:40:03,923 INFO [train.py:927] (7/8) Epoch 3, batch 20900, giga_loss[loss=0.198, simple_loss=0.29, pruned_loss=0.05303, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03217, over 42.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3243, pruned_loss=0.08516, over 2474148.91 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06058, over 17475.81 utterances.], libri_tot_loss[loss=0.2659, simple_loss=0.3329, pruned_loss=0.09948, over 2467283.72 frames. utt_duration=1218 frames, utt_pad_proportion=0.07281, over 8115.12 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3218, pruned_loss=0.08268, over 2474411.80 frames. utt_duration=534.3 frames, utt_pad_proportion=0.05957, over 18577.11 utterances.], batch size: 42, lr: 7.73e-04
2022-08-21 20:41:47,998 INFO [train.py:927] (7/8) Epoch 3, batch 20950, giga_loss[loss=0.2892, simple_loss=0.3494, pruned_loss=0.1145, over 12337.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03262, over 51.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.327, pruned_loss=0.088, over 2474444.55 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05969, over 17305.12 utterances.], libri_tot_loss[loss=0.2658, simple_loss=0.3329, pruned_loss=0.09935, over 2467557.33 frames. utt_duration=1221 frames, utt_pad_proportion=0.07187, over 8095.94 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3249, pruned_loss=0.08592, over 2474526.16 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05919, over 18365.01 utterances.], batch size: 51, lr: 7.73e-04
2022-08-21 20:43:33,040 INFO [train.py:927] (7/8) Epoch 3, batch 21000, giga_loss[loss=0.2505, simple_loss=0.3081, pruned_loss=0.09649, over 12335.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1983, over 366.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.327, pruned_loss=0.08969, over 2473965.02 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06578, over 17342.64 utterances.], libri_tot_loss[loss=0.2657, simple_loss=0.3327, pruned_loss=0.09936, over 2467392.79 frames. utt_duration=1224 frames, utt_pad_proportion=0.07092, over 8074.17 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3254, pruned_loss=0.08784, over 2474261.85 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06535, over 18357.20 utterances.], batch size: 366, lr: 7.72e-04
2022-08-21 20:43:33,041 INFO [train.py:958] (7/8) Computing validation loss
2022-08-21 20:43:46,524 INFO [train.py:967] (7/8) 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 20:45:28,205 INFO [train.py:927] (7/8) Epoch 3, batch 21050, giga_loss[loss=0.2847, simple_loss=0.3413, pruned_loss=0.114, over 12402.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07289, over 212.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3261, pruned_loss=0.09006, over 2473846.67 frames. utt_duration=563 frames, utt_pad_proportion=0.07002, over 17623.82 utterances.], libri_tot_loss[loss=0.2654, simple_loss=0.3322, pruned_loss=0.09928, over 2467473.33 frames. utt_duration=1218 frames, utt_pad_proportion=0.07161, over 8110.14 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.325, pruned_loss=0.08832, over 2474202.87 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06915, over 18722.31 utterances.], batch size: 212, lr: 7.72e-04
2022-08-21 20:47:14,414 INFO [train.py:927] (7/8) Epoch 3, batch 21100, giga_loss[loss=0.252, simple_loss=0.3263, pruned_loss=0.08885, over 12290.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02566, over 54.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3259, pruned_loss=0.08964, over 2473577.63 frames. utt_duration=562 frames, utt_pad_proportion=0.06747, over 17651.87 utterances.], libri_tot_loss[loss=0.2658, simple_loss=0.3326, pruned_loss=0.09955, over 2467572.93 frames. utt_duration=1223 frames, utt_pad_proportion=0.07013, over 8079.81 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3244, pruned_loss=0.08769, over 2473963.23 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06748, over 18863.43 utterances.], batch size: 54, lr: 7.72e-04
2022-08-21 20:48:58,634 INFO [train.py:927] (7/8) Epoch 3, batch 21150, giga_loss[loss=0.2023, simple_loss=0.2743, pruned_loss=0.06517, over 12450.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02916, over 80.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3216, pruned_loss=0.08719, over 2472711.38 frames. utt_duration=564.9 frames, utt_pad_proportion=0.0662, over 17555.29 utterances.], libri_tot_loss[loss=0.2658, simple_loss=0.3325, pruned_loss=0.09957, over 2467353.17 frames. utt_duration=1225 frames, utt_pad_proportion=0.06913, over 8065.00 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3203, pruned_loss=0.08535, over 2473338.41 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06665, over 18757.48 utterances.], batch size: 80, lr: 7.72e-04
2022-08-21 20:50:44,213 INFO [train.py:927] (7/8) Epoch 3, batch 21200, giga_loss[loss=0.2182, simple_loss=0.2929, pruned_loss=0.07173, over 12443.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03372, over 105.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3162, pruned_loss=0.08444, over 2473250.26 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06777, over 18354.66 utterances.], libri_tot_loss[loss=0.2661, simple_loss=0.3327, pruned_loss=0.09976, over 2467321.70 frames. utt_duration=1216 frames, utt_pad_proportion=0.07225, over 8129.44 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3148, pruned_loss=0.08257, over 2473864.51 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06686, over 19418.98 utterances.], batch size: 105, lr: 7.71e-04
2022-08-21 20:52:36,859 INFO [train.py:927] (7/8) Epoch 3, batch 21250, giga_loss[loss=0.213, simple_loss=0.2915, pruned_loss=0.06725, over 12251.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02986, over 42.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3162, pruned_loss=0.0842, over 2471918.68 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06532, over 17740.25 utterances.], libri_tot_loss[loss=0.2667, simple_loss=0.3334, pruned_loss=0.09998, over 2467708.35 frames. utt_duration=1210 frames, utt_pad_proportion=0.07247, over 8167.72 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3141, pruned_loss=0.08222, over 2472147.54 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06454, over 18733.98 utterances.], batch size: 42, lr: 7.71e-04
2022-08-21 20:54:18,871 INFO [train.py:927] (7/8) Epoch 3, batch 21300, libri_loss[loss=0.2334, simple_loss=0.305, pruned_loss=0.08086, over 12200.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.006387, over 31.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3149, pruned_loss=0.08338, over 2472233.81 frames. utt_duration=589.8 frames, utt_pad_proportion=0.06263, over 16808.96 utterances.], libri_tot_loss[loss=0.2666, simple_loss=0.3337, pruned_loss=0.09975, over 2467735.62 frames. utt_duration=1221 frames, utt_pad_proportion=0.07016, over 8094.58 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3122, pruned_loss=0.08133, over 2472615.86 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06293, over 18053.35 utterances.], batch size: 31, lr: 7.71e-04
2022-08-21 20:56:00,385 INFO [train.py:927] (7/8) Epoch 3, batch 21350, giga_loss[loss=0.2279, simple_loss=0.3014, pruned_loss=0.07715, over 12370.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04083, over 113.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3122, pruned_loss=0.0824, over 2473004.48 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05861, over 16524.04 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.3343, pruned_loss=0.1003, over 2468029.47 frames. utt_duration=1218 frames, utt_pad_proportion=0.06987, over 8116.63 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3092, pruned_loss=0.07993, over 2473161.44 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05916, over 17688.11 utterances.], batch size: 113, lr: 7.71e-04
2022-08-21 20:57:43,750 INFO [train.py:927] (7/8) Epoch 3, batch 21400, giga_loss[loss=0.2018, simple_loss=0.2805, pruned_loss=0.06161, over 12290.00 frames. utt_duration=965.6 frames, utt_pad_proportion=0.03632, over 51.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3083, pruned_loss=0.08061, over 2472524.51 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05502, over 16185.96 utterances.], libri_tot_loss[loss=0.267, simple_loss=0.3338, pruned_loss=0.1001, over 2467730.71 frames. utt_duration=1224 frames, utt_pad_proportion=0.06787, over 8073.96 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3054, pruned_loss=0.07813, over 2473076.98 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05635, over 17452.84 utterances.], batch size: 51, lr: 7.70e-04
2022-08-21 20:59:24,635 INFO [train.py:927] (7/8) Epoch 3, batch 21450, giga_loss[loss=0.216, simple_loss=0.2842, pruned_loss=0.07387, over 12165.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.02983, over 36.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3052, pruned_loss=0.07949, over 2472730.08 frames. utt_duration=595.6 frames, utt_pad_proportion=0.05625, over 16647.26 utterances.], libri_tot_loss[loss=0.2668, simple_loss=0.3337, pruned_loss=0.1, over 2468219.70 frames. utt_duration=1223 frames, utt_pad_proportion=0.0669, over 8081.52 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3021, pruned_loss=0.07694, over 2472911.80 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05742, over 17911.05 utterances.], batch size: 36, lr: 7.70e-04
2022-08-21 21:01:07,039 INFO [train.py:927] (7/8) Epoch 3, batch 21500, giga_loss[loss=0.2334, simple_loss=0.3045, pruned_loss=0.08118, over 12438.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04131, over 146.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3012, pruned_loss=0.07729, over 2471584.87 frames. utt_duration=613.3 frames, utt_pad_proportion=0.05592, over 16159.68 utterances.], libri_tot_loss[loss=0.2663, simple_loss=0.3334, pruned_loss=0.09955, over 2467873.72 frames. utt_duration=1230 frames, utt_pad_proportion=0.06577, over 8036.94 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.2982, pruned_loss=0.07517, over 2472142.95 frames. utt_duration=570 frames, utt_pad_proportion=0.05728, over 17394.13 utterances.], batch size: 146, lr: 7.70e-04
2022-08-21 21:02:49,423 INFO [train.py:927] (7/8) Epoch 3, batch 21550, libri_loss[loss=0.2406, simple_loss=0.3085, pruned_loss=0.08642, over 12223.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006069, over 34.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.2995, pruned_loss=0.07648, over 2471793.25 frames. utt_duration=628.5 frames, utt_pad_proportion=0.05464, over 15769.64 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.3343, pruned_loss=0.1001, over 2467800.41 frames. utt_duration=1223 frames, utt_pad_proportion=0.06912, over 8082.08 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.2957, pruned_loss=0.07379, over 2472403.47 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05435, over 16902.72 utterances.], batch size: 34, lr: 7.70e-04
2022-08-21 21:04:35,683 INFO [train.py:927] (7/8) Epoch 3, batch 21600, giga_loss[loss=0.2306, simple_loss=0.3115, pruned_loss=0.07482, over 12329.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03151, over 70.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.302, pruned_loss=0.07851, over 2472335.34 frames. utt_duration=646.2 frames, utt_pad_proportion=0.05205, over 15338.52 utterances.], libri_tot_loss[loss=0.2671, simple_loss=0.3338, pruned_loss=0.1002, over 2467824.24 frames. utt_duration=1229 frames, utt_pad_proportion=0.06787, over 8042.41 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.2987, pruned_loss=0.0758, over 2472909.81 frames. utt_duration=602.9 frames, utt_pad_proportion=0.05238, over 16447.23 utterances.], batch size: 70, lr: 7.69e-04
2022-08-21 21:06:18,746 INFO [train.py:927] (7/8) Epoch 3, batch 21650, giga_loss[loss=0.2517, simple_loss=0.3241, pruned_loss=0.08967, over 12332.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03482, over 62.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3087, pruned_loss=0.08262, over 2472877.48 frames. utt_duration=629.7 frames, utt_pad_proportion=0.05087, over 15745.61 utterances.], libri_tot_loss[loss=0.2671, simple_loss=0.3338, pruned_loss=0.1002, over 2467884.68 frames. utt_duration=1229 frames, utt_pad_proportion=0.06745, over 8040.96 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3059, pruned_loss=0.08027, over 2473319.51 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05131, over 16694.57 utterances.], batch size: 62, lr: 7.69e-04
2022-08-21 21:08:01,748 INFO [train.py:927] (7/8) Epoch 3, batch 21700, giga_loss[loss=0.2551, simple_loss=0.3344, pruned_loss=0.08789, over 12466.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04039, over 31.00 utterances.], tot_loss[loss=0.244, simple_loss=0.316, pruned_loss=0.08596, over 2472782.80 frames. utt_duration=613.7 frames, utt_pad_proportion=0.04998, over 16157.62 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3341, pruned_loss=0.1007, over 2467757.88 frames. utt_duration=1230 frames, utt_pad_proportion=0.06695, over 8033.48 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3131, pruned_loss=0.08341, over 2473311.60 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05047, over 17024.69 utterances.], batch size: 31, lr: 7.69e-04
2022-08-21 21:09:44,722 INFO [train.py:927] (7/8) Epoch 3, batch 21750, giga_loss[loss=0.2514, simple_loss=0.3353, pruned_loss=0.0837, over 12418.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0391, over 105.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3227, pruned_loss=0.08922, over 2472593.10 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05977, over 16718.30 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3349, pruned_loss=0.1013, over 2467749.58 frames. utt_duration=1221 frames, utt_pad_proportion=0.06983, over 8095.73 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3192, pruned_loss=0.08627, over 2473190.19 frames. utt_duration=562.8 frames, utt_pad_proportion=0.05831, over 17623.65 utterances.], batch size: 105, lr: 7.69e-04
2022-08-21 21:11:26,792 INFO [train.py:927] (7/8) Epoch 3, batch 21800, giga_loss[loss=0.2444, simple_loss=0.328, pruned_loss=0.0804, over 12263.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03117, over 45.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3214, pruned_loss=0.08692, over 2473339.68 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05687, over 17062.40 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3351, pruned_loss=0.1013, over 2467867.01 frames. utt_duration=1222 frames, utt_pad_proportion=0.06878, over 8084.86 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3183, pruned_loss=0.08431, over 2473802.53 frames. utt_duration=552.8 frames, utt_pad_proportion=0.0562, over 17949.14 utterances.], batch size: 45, lr: 7.68e-04
2022-08-21 21:13:10,375 INFO [train.py:927] (7/8) Epoch 3, batch 21850, giga_loss[loss=0.3268, simple_loss=0.3798, pruned_loss=0.1369, over 12401.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06917, over 211.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3201, pruned_loss=0.08542, over 2473176.72 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06336, over 17175.36 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3351, pruned_loss=0.1014, over 2467724.16 frames. utt_duration=1223 frames, utt_pad_proportion=0.06798, over 8079.24 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3173, pruned_loss=0.08297, over 2473775.07 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06278, over 18038.44 utterances.], batch size: 211, lr: 7.68e-04
2022-08-21 21:14:55,138 INFO [train.py:927] (7/8) Epoch 3, batch 21900, giga_loss[loss=0.2781, simple_loss=0.3474, pruned_loss=0.1044, over 12359.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02866, over 48.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3227, pruned_loss=0.08657, over 2473085.41 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05918, over 16763.92 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.335, pruned_loss=0.1014, over 2467689.36 frames. utt_duration=1228 frames, utt_pad_proportion=0.06653, over 8048.56 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3201, pruned_loss=0.08416, over 2473789.52 frames. utt_duration=558 frames, utt_pad_proportion=0.05943, over 17779.97 utterances.], batch size: 48, lr: 7.68e-04
2022-08-21 21:16:40,245 INFO [train.py:927] (7/8) Epoch 3, batch 21950, giga_loss[loss=0.2327, simple_loss=0.3187, pruned_loss=0.07341, over 12302.00 frames. utt_duration=912.7 frames, utt_pad_proportion=0.02489, over 54.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3254, pruned_loss=0.08892, over 2472689.78 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06884, over 18107.49 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3353, pruned_loss=0.1015, over 2467426.64 frames. utt_duration=1232 frames, utt_pad_proportion=0.06532, over 8022.61 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3228, pruned_loss=0.08661, over 2473616.89 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06901, over 19151.72 utterances.], batch size: 54, lr: 7.68e-04
2022-08-21 21:18:22,789 INFO [train.py:927] (7/8) Epoch 3, batch 22000, giga_loss[loss=0.1952, simple_loss=0.2897, pruned_loss=0.05033, over 12469.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.04008, over 26.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3265, pruned_loss=0.0898, over 2472923.59 frames. utt_duration=531.4 frames, utt_pad_proportion=0.07108, over 18666.72 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.336, pruned_loss=0.1016, over 2467497.30 frames. utt_duration=1233 frames, utt_pad_proportion=0.06481, over 8013.42 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3237, pruned_loss=0.08776, over 2473636.53 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07133, over 19600.39 utterances.], batch size: 26, lr: 7.67e-04
2022-08-21 21:20:04,890 INFO [train.py:927] (7/8) Epoch 3, batch 22050, giga_loss[loss=0.2496, simple_loss=0.3247, pruned_loss=0.08723, over 12454.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03065, over 80.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3264, pruned_loss=0.08906, over 2471825.07 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06524, over 17204.70 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3352, pruned_loss=0.1013, over 2467121.57 frames. utt_duration=1240 frames, utt_pad_proportion=0.0637, over 7968.52 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3247, pruned_loss=0.08744, over 2472829.03 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06621, over 18207.94 utterances.], batch size: 80, lr: 7.67e-04
2022-08-21 21:21:48,011 INFO [train.py:927] (7/8) Epoch 3, batch 22100, giga_loss[loss=0.2437, simple_loss=0.3255, pruned_loss=0.08092, over 12468.00 frames. utt_duration=861 frames, utt_pad_proportion=0.02155, over 58.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3262, pruned_loss=0.08854, over 2470660.13 frames. utt_duration=605.1 frames, utt_pad_proportion=0.06123, over 16372.00 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.334, pruned_loss=0.1006, over 2466668.67 frames. utt_duration=1248 frames, utt_pad_proportion=0.06218, over 7917.98 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3255, pruned_loss=0.08722, over 2472124.39 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06292, over 17677.72 utterances.], batch size: 58, lr: 7.67e-04
2022-08-21 21:23:31,252 INFO [train.py:927] (7/8) Epoch 3, batch 22150, giga_loss[loss=0.2443, simple_loss=0.3209, pruned_loss=0.08386, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02772, over 45.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3243, pruned_loss=0.0875, over 2470423.85 frames. utt_duration=635.4 frames, utt_pad_proportion=0.05699, over 15588.12 utterances.], libri_tot_loss[loss=0.2679, simple_loss=0.3342, pruned_loss=0.1008, over 2466390.54 frames. utt_duration=1250 frames, utt_pad_proportion=0.0612, over 7903.76 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3235, pruned_loss=0.08608, over 2471902.64 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05908, over 16778.83 utterances.], batch size: 45, lr: 7.67e-04
2022-08-21 21:25:15,279 INFO [train.py:927] (7/8) Epoch 3, batch 22200, giga_loss[loss=0.2205, simple_loss=0.298, pruned_loss=0.07145, over 12448.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.02902, over 55.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3224, pruned_loss=0.08694, over 2471414.53 frames. utt_duration=639.8 frames, utt_pad_proportion=0.05727, over 15487.02 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.3336, pruned_loss=0.1005, over 2466528.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.06034, over 7872.92 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.322, pruned_loss=0.0858, over 2472546.72 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05931, over 16603.58 utterances.], batch size: 55, lr: 7.66e-04
2022-08-21 21:26:56,232 INFO [train.py:927] (7/8) Epoch 3, batch 22250, giga_loss[loss=0.2603, simple_loss=0.3464, pruned_loss=0.08705, over 12467.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02876, over 55.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3255, pruned_loss=0.08842, over 2470914.39 frames. utt_duration=645.3 frames, utt_pad_proportion=0.06184, over 15353.22 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3354, pruned_loss=0.1013, over 2466094.06 frames. utt_duration=1250 frames, utt_pad_proportion=0.06283, over 7900.47 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3233, pruned_loss=0.08643, over 2472401.91 frames. utt_duration=600.6 frames, utt_pad_proportion=0.06229, over 16506.90 utterances.], batch size: 55, lr: 7.66e-04
2022-08-21 21:28:37,272 INFO [train.py:927] (7/8) Epoch 3, batch 22300, libri_loss[loss=0.2017, simple_loss=0.2752, pruned_loss=0.06411, over 12186.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008272, over 30.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3253, pruned_loss=0.08821, over 2471012.42 frames. utt_duration=632 frames, utt_pad_proportion=0.06733, over 15675.86 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3346, pruned_loss=0.1009, over 2465961.37 frames. utt_duration=1237 frames, utt_pad_proportion=0.06718, over 7982.71 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3239, pruned_loss=0.08642, over 2472582.06 frames. utt_duration=588.1 frames, utt_pad_proportion=0.0657, over 16859.11 utterances.], batch size: 30, lr: 7.66e-04
2022-08-21 21:30:19,843 INFO [train.py:927] (7/8) Epoch 3, batch 22350, giga_loss[loss=0.2294, simple_loss=0.311, pruned_loss=0.07387, over 12366.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.043, over 26.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3246, pruned_loss=0.0875, over 2469979.73 frames. utt_duration=641.7 frames, utt_pad_proportion=0.06549, over 15431.29 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3346, pruned_loss=0.101, over 2465921.87 frames. utt_duration=1229 frames, utt_pad_proportion=0.07054, over 8037.90 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3233, pruned_loss=0.08581, over 2471310.23 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06291, over 16456.13 utterances.], batch size: 26, lr: 7.65e-04
2022-08-21 21:32:03,144 INFO [train.py:927] (7/8) Epoch 3, batch 22400, libri_loss[loss=0.3372, simple_loss=0.3778, pruned_loss=0.1483, over 12350.00 frames. utt_duration=431.1 frames, utt_pad_proportion=0.3211, over 115.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3216, pruned_loss=0.08625, over 2470567.28 frames. utt_duration=629.9 frames, utt_pad_proportion=0.06936, over 15725.06 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3345, pruned_loss=0.1011, over 2466225.82 frames. utt_duration=1221 frames, utt_pad_proportion=0.07285, over 8086.17 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3202, pruned_loss=0.08438, over 2471494.26 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06582, over 16694.42 utterances.], batch size: 115, lr: 7.65e-04
2022-08-21 21:33:44,694 INFO [train.py:927] (7/8) Epoch 3, batch 22450, giga_loss[loss=0.2525, simple_loss=0.3217, pruned_loss=0.09159, over 12415.00 frames. utt_duration=578.9 frames, utt_pad_proportion=0.03836, over 86.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3203, pruned_loss=0.08574, over 2471028.68 frames. utt_duration=623.9 frames, utt_pad_proportion=0.0685, over 15881.09 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.334, pruned_loss=0.1008, over 2466197.56 frames. utt_duration=1227 frames, utt_pad_proportion=0.07127, over 8047.01 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3193, pruned_loss=0.08415, over 2471923.66 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06638, over 16902.64 utterances.], batch size: 86, lr: 7.65e-04
2022-08-21 21:35:28,097 INFO [train.py:927] (7/8) Epoch 3, batch 22500, giga_loss[loss=0.2218, simple_loss=0.3029, pruned_loss=0.0703, over 12391.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04014, over 133.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3158, pruned_loss=0.08368, over 2471385.01 frames. utt_duration=626.9 frames, utt_pad_proportion=0.06771, over 15805.24 utterances.], libri_tot_loss[loss=0.2677, simple_loss=0.334, pruned_loss=0.1007, over 2466081.57 frames. utt_duration=1227 frames, utt_pad_proportion=0.07104, over 8051.78 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.315, pruned_loss=0.08242, over 2472204.58 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06617, over 16635.90 utterances.], batch size: 133, lr: 7.65e-04
2022-08-21 21:37:09,249 INFO [train.py:927] (7/8) Epoch 3, batch 22550, giga_loss[loss=0.2274, simple_loss=0.296, pruned_loss=0.07938, over 12333.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3133, pruned_loss=0.0822, over 2472192.60 frames. utt_duration=622.8 frames, utt_pad_proportion=0.06281, over 15914.70 utterances.], libri_tot_loss[loss=0.2679, simple_loss=0.3344, pruned_loss=0.1007, over 2466214.01 frames. utt_duration=1231 frames, utt_pad_proportion=0.07038, over 8024.13 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3121, pruned_loss=0.08098, over 2472794.99 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06207, over 16695.40 utterances.], batch size: 62, lr: 7.64e-04
2022-08-21 21:38:47,145 INFO [train.py:927] (7/8) Epoch 3, batch 22600, giga_loss[loss=0.219, simple_loss=0.3052, pruned_loss=0.06637, over 12336.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03146, over 85.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.313, pruned_loss=0.08215, over 2472558.96 frames. utt_duration=603.6 frames, utt_pad_proportion=0.06566, over 16425.59 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.3342, pruned_loss=0.1005, over 2466415.44 frames. utt_duration=1230 frames, utt_pad_proportion=0.06925, over 8031.78 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3116, pruned_loss=0.08075, over 2473080.99 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06529, over 17315.19 utterances.], batch size: 85, lr: 7.64e-04
2022-08-21 21:40:27,365 INFO [train.py:927] (7/8) Epoch 3, batch 22650, giga_loss[loss=0.2573, simple_loss=0.3343, pruned_loss=0.09018, over 12353.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02952, over 91.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3154, pruned_loss=0.0838, over 2473525.81 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06817, over 17258.95 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.3338, pruned_loss=0.1004, over 2466834.59 frames. utt_duration=1227 frames, utt_pad_proportion=0.06947, over 8049.62 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3141, pruned_loss=0.08226, over 2473742.09 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06772, over 18214.08 utterances.], batch size: 91, lr: 7.64e-04
2022-08-21 21:42:08,410 INFO [train.py:927] (7/8) Epoch 3, batch 22700, giga_loss[loss=0.2397, simple_loss=0.3153, pruned_loss=0.08204, over 12439.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03212, over 80.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3156, pruned_loss=0.0827, over 2474064.62 frames. utt_duration=560 frames, utt_pad_proportion=0.0628, over 17718.19 utterances.], libri_tot_loss[loss=0.2672, simple_loss=0.3336, pruned_loss=0.1004, over 2466908.59 frames. utt_duration=1230 frames, utt_pad_proportion=0.06866, over 8031.95 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3144, pruned_loss=0.08127, over 2474253.08 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06298, over 18613.95 utterances.], batch size: 80, lr: 7.64e-04
2022-08-21 21:43:48,020 INFO [train.py:927] (7/8) Epoch 3, batch 22750, giga_loss[loss=0.2535, simple_loss=0.3249, pruned_loss=0.09109, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02499, over 45.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3171, pruned_loss=0.08316, over 2474812.38 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06536, over 18137.42 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3355, pruned_loss=0.1011, over 2467112.61 frames. utt_duration=1219 frames, utt_pad_proportion=0.07179, over 8105.02 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.314, pruned_loss=0.08091, over 2474945.09 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06407, over 19011.77 utterances.], batch size: 45, lr: 7.63e-04
2022-08-21 21:45:29,402 INFO [train.py:927] (7/8) Epoch 3, batch 22800, giga_loss[loss=0.231, simple_loss=0.3089, pruned_loss=0.07653, over 12349.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02932, over 66.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3161, pruned_loss=0.08298, over 2473928.32 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06711, over 18250.22 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.335, pruned_loss=0.101, over 2466967.76 frames. utt_duration=1224 frames, utt_pad_proportion=0.07076, over 8072.13 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3138, pruned_loss=0.08104, over 2474304.36 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06634, over 19150.87 utterances.], batch size: 66, lr: 7.63e-04
2022-08-21 21:47:11,507 INFO [train.py:927] (7/8) Epoch 3, batch 22850, giga_loss[loss=0.268, simple_loss=0.3434, pruned_loss=0.09631, over 12345.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03361, over 104.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3189, pruned_loss=0.08499, over 2473797.28 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06939, over 18217.01 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3348, pruned_loss=0.101, over 2467443.51 frames. utt_duration=1228 frames, utt_pad_proportion=0.06893, over 8044.10 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3167, pruned_loss=0.08287, over 2473881.96 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06933, over 19280.33 utterances.], batch size: 104, lr: 7.63e-04
2022-08-21 21:48:51,506 INFO [train.py:927] (7/8) Epoch 3, batch 22900, giga_loss[loss=0.2286, simple_loss=0.3146, pruned_loss=0.07128, over 12372.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02809, over 66.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3196, pruned_loss=0.08467, over 2473969.84 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06625, over 17626.84 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.335, pruned_loss=0.1013, over 2467771.99 frames. utt_duration=1232 frames, utt_pad_proportion=0.06761, over 8023.13 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3173, pruned_loss=0.08237, over 2473883.00 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06684, over 18717.16 utterances.], batch size: 66, lr: 7.63e-04
2022-08-21 21:50:34,059 INFO [train.py:927] (7/8) Epoch 3, batch 22950, giga_loss[loss=0.2646, simple_loss=0.3405, pruned_loss=0.09439, over 12455.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03689, over 123.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3212, pruned_loss=0.08617, over 2473778.08 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06753, over 17090.71 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3353, pruned_loss=0.1017, over 2467886.77 frames. utt_duration=1210 frames, utt_pad_proportion=0.07472, over 8165.94 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3185, pruned_loss=0.08336, over 2473825.13 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06497, over 18175.08 utterances.], batch size: 123, lr: 7.62e-04
2022-08-21 21:52:16,183 INFO [train.py:927] (7/8) Epoch 3, batch 23000, giga_loss[loss=0.2373, simple_loss=0.3139, pruned_loss=0.08032, over 12394.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02617, over 66.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3199, pruned_loss=0.08545, over 2474615.45 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06293, over 17248.80 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.335, pruned_loss=0.1016, over 2467698.47 frames. utt_duration=1215 frames, utt_pad_proportion=0.07326, over 8133.45 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3176, pruned_loss=0.08289, over 2474961.52 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06162, over 18376.69 utterances.], batch size: 66, lr: 7.62e-04
2022-08-21 21:53:55,749 INFO [train.py:927] (7/8) Epoch 3, batch 23050, giga_loss[loss=0.2248, simple_loss=0.3107, pruned_loss=0.06951, over 12427.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03313, over 75.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3176, pruned_loss=0.08406, over 2475093.81 frames. utt_duration=566.7 frames, utt_pad_proportion=0.0626, over 17517.72 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3353, pruned_loss=0.1016, over 2468094.37 frames. utt_duration=1209 frames, utt_pad_proportion=0.07313, over 8173.88 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3151, pruned_loss=0.08158, over 2475221.87 frames. utt_duration=533 frames, utt_pad_proportion=0.06147, over 18629.01 utterances.], batch size: 75, lr: 7.62e-04
2022-08-21 21:55:35,497 INFO [train.py:927] (7/8) Epoch 3, batch 23100, giga_loss[loss=0.2337, simple_loss=0.3195, pruned_loss=0.07399, over 12474.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3185, pruned_loss=0.08285, over 2475903.12 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06096, over 18027.03 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3351, pruned_loss=0.1016, over 2468367.27 frames. utt_duration=1211 frames, utt_pad_proportion=0.07228, over 8160.30 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3165, pruned_loss=0.08063, over 2475859.17 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06042, over 19051.71 utterances.], batch size: 75, lr: 7.62e-04
2022-08-21 21:57:16,293 INFO [train.py:927] (7/8) Epoch 3, batch 23150, giga_loss[loss=0.2304, simple_loss=0.3051, pruned_loss=0.07784, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3179, pruned_loss=0.08277, over 2475763.71 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05675, over 17645.19 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3356, pruned_loss=0.1016, over 2468577.04 frames. utt_duration=1213 frames, utt_pad_proportion=0.07172, over 8149.74 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3156, pruned_loss=0.08082, over 2475600.19 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05668, over 18550.80 utterances.], batch size: 48, lr: 7.61e-04
2022-08-21 21:58:57,082 INFO [train.py:927] (7/8) Epoch 3, batch 23200, giga_loss[loss=0.2617, simple_loss=0.3199, pruned_loss=0.1018, over 12333.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1854, over 360.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3167, pruned_loss=0.08365, over 2475115.67 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05823, over 18041.88 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3357, pruned_loss=0.1015, over 2468524.68 frames. utt_duration=1211 frames, utt_pad_proportion=0.07091, over 8162.87 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3144, pruned_loss=0.08173, over 2475182.32 frames. utt_duration=523.6 frames, utt_pad_proportion=0.05824, over 18964.54 utterances.], batch size: 360, lr: 7.61e-04
2022-08-21 22:00:45,033 INFO [train.py:927] (7/8) Epoch 3, batch 23250, giga_loss[loss=0.2133, simple_loss=0.2844, pruned_loss=0.07107, over 12431.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0481, over 34.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3137, pruned_loss=0.08288, over 2474561.18 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05872, over 17575.38 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3358, pruned_loss=0.1017, over 2468489.57 frames. utt_duration=1202 frames, utt_pad_proportion=0.07368, over 8225.01 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3114, pruned_loss=0.08087, over 2474764.07 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05744, over 18425.36 utterances.], batch size: 34, lr: 7.61e-04
2022-08-21 22:02:26,106 INFO [train.py:927] (7/8) Epoch 3, batch 23300, giga_loss[loss=0.2045, simple_loss=0.2842, pruned_loss=0.06241, over 12453.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03432, over 98.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3117, pruned_loss=0.082, over 2475005.09 frames. utt_duration=558.7 frames, utt_pad_proportion=0.0573, over 17766.81 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3363, pruned_loss=0.1018, over 2468498.85 frames. utt_duration=1205 frames, utt_pad_proportion=0.0725, over 8205.52 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3089, pruned_loss=0.07985, over 2475316.31 frames. utt_duration=531.2 frames, utt_pad_proportion=0.05672, over 18691.27 utterances.], batch size: 98, lr: 7.61e-04
2022-08-21 22:04:07,804 INFO [train.py:927] (7/8) Epoch 3, batch 23350, giga_loss[loss=0.2422, simple_loss=0.3191, pruned_loss=0.0827, over 12411.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04259, over 146.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3086, pruned_loss=0.08064, over 2475152.33 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05641, over 17782.78 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3358, pruned_loss=0.1014, over 2468443.07 frames. utt_duration=1213 frames, utt_pad_proportion=0.07075, over 8147.10 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3059, pruned_loss=0.07861, over 2475671.72 frames. utt_duration=526.2 frames, utt_pad_proportion=0.05646, over 18872.28 utterances.], batch size: 146, lr: 7.60e-04
2022-08-21 22:05:48,054 INFO [train.py:927] (7/8) Epoch 3, batch 23400, giga_loss[loss=0.2282, simple_loss=0.3117, pruned_loss=0.07233, over 12359.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03181, over 97.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3088, pruned_loss=0.0802, over 2475098.47 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05265, over 17314.37 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3354, pruned_loss=0.1012, over 2468483.36 frames. utt_duration=1217 frames, utt_pad_proportion=0.06999, over 8122.04 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3067, pruned_loss=0.07844, over 2475566.78 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05311, over 18322.44 utterances.], batch size: 97, lr: 7.60e-04
2022-08-21 22:07:29,390 INFO [train.py:927] (7/8) Epoch 3, batch 23450, giga_loss[loss=0.2318, simple_loss=0.3138, pruned_loss=0.07489, over 12306.00 frames. utt_duration=850.4 frames, utt_pad_proportion=0.03579, over 58.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3117, pruned_loss=0.0814, over 2474786.75 frames. utt_duration=567 frames, utt_pad_proportion=0.05603, over 17504.14 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3359, pruned_loss=0.1015, over 2468952.18 frames. utt_duration=1217 frames, utt_pad_proportion=0.06898, over 8125.49 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3091, pruned_loss=0.07935, over 2474839.35 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05653, over 18476.33 utterances.], batch size: 58, lr: 7.60e-04
2022-08-21 22:09:12,140 INFO [train.py:927] (7/8) Epoch 3, batch 23500, giga_loss[loss=0.2121, simple_loss=0.2963, pruned_loss=0.06392, over 12425.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.0426, over 26.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3134, pruned_loss=0.08173, over 2474597.66 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05236, over 16931.03 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3352, pruned_loss=0.1011, over 2468550.04 frames. utt_duration=1222 frames, utt_pad_proportion=0.06844, over 8088.81 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3116, pruned_loss=0.08025, over 2475066.30 frames. utt_duration=556 frames, utt_pad_proportion=0.05311, over 17852.97 utterances.], batch size: 26, lr: 7.60e-04
2022-08-21 22:11:01,156 INFO [train.py:927] (7/8) Epoch 3, batch 23550, giga_loss[loss=0.252, simple_loss=0.326, pruned_loss=0.08894, over 12233.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03532, over 28.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3217, pruned_loss=0.08792, over 2473755.97 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05966, over 17411.38 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3352, pruned_loss=0.1008, over 2468123.31 frames. utt_duration=1228 frames, utt_pad_proportion=0.06646, over 8046.77 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3196, pruned_loss=0.08634, over 2474736.16 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06042, over 18511.18 utterances.], batch size: 28, lr: 7.59e-04
2022-08-21 22:12:43,952 INFO [train.py:927] (7/8) Epoch 3, batch 23600, giga_loss[loss=0.272, simple_loss=0.3375, pruned_loss=0.1032, over 12329.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03386, over 62.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3293, pruned_loss=0.09357, over 2474412.03 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06034, over 18025.73 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.335, pruned_loss=0.1008, over 2468037.36 frames. utt_duration=1219 frames, utt_pad_proportion=0.06973, over 8109.11 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3276, pruned_loss=0.09204, over 2475450.72 frames. utt_duration=519.2 frames, utt_pad_proportion=0.0596, over 19126.00 utterances.], batch size: 62, lr: 7.59e-04
2022-08-21 22:14:30,813 INFO [train.py:927] (7/8) Epoch 3, batch 23650, giga_loss[loss=0.3012, simple_loss=0.3691, pruned_loss=0.1167, over 12414.00 frames. utt_duration=437.2 frames, utt_pad_proportion=0.04543, over 114.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3372, pruned_loss=0.1, over 2474694.87 frames. utt_duration=526.9 frames, utt_pad_proportion=0.0625, over 18838.07 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3346, pruned_loss=0.1005, over 2467949.23 frames. utt_duration=1223 frames, utt_pad_proportion=0.06869, over 8080.15 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3361, pruned_loss=0.09892, over 2475699.81 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06211, over 19895.46 utterances.], batch size: 114, lr: 7.59e-04
2022-08-21 22:16:16,689 INFO [train.py:927] (7/8) Epoch 3, batch 23700, giga_loss[loss=0.3834, simple_loss=0.4136, pruned_loss=0.1766, over 12397.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07321, over 212.00 utterances.], tot_loss[loss=0.2774, simple_loss=0.3434, pruned_loss=0.1057, over 2474354.57 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06448, over 19546.37 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3353, pruned_loss=0.1011, over 2468039.43 frames. utt_duration=1211 frames, utt_pad_proportion=0.0725, over 8163.92 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.342, pruned_loss=0.1044, over 2475184.74 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06276, over 20491.98 utterances.], batch size: 212, lr: 7.59e-04
2022-08-21 22:18:02,338 INFO [train.py:927] (7/8) Epoch 3, batch 23750, giga_loss[loss=0.2734, simple_loss=0.3458, pruned_loss=0.1005, over 12256.00 frames. utt_duration=909.2 frames, utt_pad_proportion=0.02863, over 54.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3474, pruned_loss=0.1096, over 2474834.47 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06365, over 19720.69 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3353, pruned_loss=0.1011, over 2468037.20 frames. utt_duration=1208 frames, utt_pad_proportion=0.07248, over 8184.81 utterances.], giga_tot_loss[loss=0.282, simple_loss=0.3465, pruned_loss=0.1087, over 2475684.20 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06227, over 20771.49 utterances.], batch size: 54, lr: 7.58e-04
2022-08-21 22:19:52,771 INFO [train.py:927] (7/8) Epoch 3, batch 23800, libri_loss[loss=0.275, simple_loss=0.3438, pruned_loss=0.1031, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007438, over 37.00 utterances.], tot_loss[loss=0.2897, simple_loss=0.3517, pruned_loss=0.1139, over 2474876.88 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06853, over 20410.39 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3352, pruned_loss=0.101, over 2468064.82 frames. utt_duration=1212 frames, utt_pad_proportion=0.071, over 8153.45 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3516, pruned_loss=0.1135, over 2475709.68 frames. utt_duration=460 frames, utt_pad_proportion=0.06764, over 21594.26 utterances.], batch size: 37, lr: 7.58e-04
2022-08-21 22:21:41,826 INFO [train.py:927] (7/8) Epoch 3, batch 23850, giga_loss[loss=0.2691, simple_loss=0.3444, pruned_loss=0.09687, over 12458.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03084, over 75.00 utterances.], tot_loss[loss=0.2895, simple_loss=0.3508, pruned_loss=0.1141, over 2473906.71 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06903, over 20230.73 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.335, pruned_loss=0.1011, over 2467732.21 frames. utt_duration=1217 frames, utt_pad_proportion=0.07008, over 8119.70 utterances.], giga_tot_loss[loss=0.2895, simple_loss=0.351, pruned_loss=0.114, over 2474952.75 frames. utt_duration=463.9 frames, utt_pad_proportion=0.06857, over 21407.35 utterances.], batch size: 75, lr: 7.58e-04
2022-08-21 22:23:25,961 INFO [train.py:927] (7/8) Epoch 3, batch 23900, giga_loss[loss=0.3112, simple_loss=0.3684, pruned_loss=0.127, over 12456.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03466, over 105.00 utterances.], tot_loss[loss=0.288, simple_loss=0.35, pruned_loss=0.113, over 2473230.17 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07054, over 20148.14 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3343, pruned_loss=0.1007, over 2467634.72 frames. utt_duration=1213 frames, utt_pad_proportion=0.07219, over 8146.89 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.3515, pruned_loss=0.1138, over 2474417.58 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06939, over 21612.02 utterances.], batch size: 105, lr: 7.58e-04
2022-08-21 22:25:11,938 INFO [train.py:927] (7/8) Epoch 3, batch 23950, giga_loss[loss=0.2839, simple_loss=0.3596, pruned_loss=0.1041, over 12427.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03854, over 105.00 utterances.], tot_loss[loss=0.289, simple_loss=0.3514, pruned_loss=0.1133, over 2473631.69 frames. utt_duration=468 frames, utt_pad_proportion=0.07385, over 21210.49 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3343, pruned_loss=0.1007, over 2467634.72 frames. utt_duration=1213 frames, utt_pad_proportion=0.07219, over 8146.89 utterances.], giga_tot_loss[loss=0.2902, simple_loss=0.3526, pruned_loss=0.1139, over 2474555.86 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07282, over 22349.85 utterances.], batch size: 105, lr: 7.58e-04
2022-08-21 22:27:01,473 INFO [train.py:927] (7/8) Epoch 3, batch 24000, giga_loss[loss=0.2692, simple_loss=0.3545, pruned_loss=0.09192, over 12405.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.02802, over 62.00 utterances.], tot_loss[loss=0.2874, simple_loss=0.3513, pruned_loss=0.1117, over 2472537.01 frames. utt_duration=482.3 frames, utt_pad_proportion=0.0781, over 20570.66 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3351, pruned_loss=0.1015, over 2467422.94 frames. utt_duration=1194 frames, utt_pad_proportion=0.07965, over 8277.89 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.352, pruned_loss=0.1119, over 2473637.11 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07461, over 21777.57 utterances.], batch size: 62, lr: 7.57e-04
2022-08-21 22:27:01,475 INFO [train.py:958] (7/8) Computing validation loss
2022-08-21 22:27:15,514 INFO [train.py:967] (7/8) 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 22:29:01,569 INFO [train.py:927] (7/8) Epoch 3, batch 24050, giga_loss[loss=0.2384, simple_loss=0.3146, pruned_loss=0.0811, over 12367.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02848, over 66.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3476, pruned_loss=0.1084, over 2473322.55 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07655, over 20846.06 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3352, pruned_loss=0.1015, over 2467519.79 frames. utt_duration=1189 frames, utt_pad_proportion=0.07999, over 8311.99 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3482, pruned_loss=0.1086, over 2474149.86 frames. utt_duration=454 frames, utt_pad_proportion=0.07377, over 21867.25 utterances.], batch size: 66, lr: 7.57e-04
2022-08-21 22:30:46,264 INFO [train.py:927] (7/8) Epoch 3, batch 24100, giga_loss[loss=0.2956, simple_loss=0.3511, pruned_loss=0.12, over 12359.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.036, over 37.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3477, pruned_loss=0.109, over 2472887.50 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07673, over 21125.61 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3351, pruned_loss=0.1014, over 2467313.13 frames. utt_duration=1192 frames, utt_pad_proportion=0.07878, over 8289.93 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3484, pruned_loss=0.1093, over 2473825.04 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07492, over 22178.22 utterances.], batch size: 37, lr: 7.57e-04
2022-08-21 22:32:44,609 INFO [train.py:927] (7/8) Epoch 3, batch 24150, giga_loss[loss=0.2515, simple_loss=0.3425, pruned_loss=0.08028, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03461, over 43.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3472, pruned_loss=0.1071, over 2473862.21 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07241, over 20624.99 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3351, pruned_loss=0.1014, over 2467074.82 frames. utt_duration=1196 frames, utt_pad_proportion=0.07797, over 8259.74 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.348, pruned_loss=0.1075, over 2474871.68 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07139, over 21638.92 utterances.], batch size: 43, lr: 7.57e-04
2022-08-21 22:34:30,227 INFO [train.py:927] (7/8) Epoch 3, batch 24200, giga_loss[loss=0.2908, simple_loss=0.3613, pruned_loss=0.1101, over 12426.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.0313, over 80.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3477, pruned_loss=0.1051, over 2474113.60 frames. utt_duration=477 frames, utt_pad_proportion=0.07366, over 20810.09 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3353, pruned_loss=0.1014, over 2467219.68 frames. utt_duration=1198 frames, utt_pad_proportion=0.07742, over 8247.15 utterances.], giga_tot_loss[loss=0.2795, simple_loss=0.3482, pruned_loss=0.1054, over 2474841.25 frames. utt_duration=457 frames, utt_pad_proportion=0.07296, over 21727.51 utterances.], batch size: 80, lr: 7.56e-04
2022-08-21 22:36:18,638 INFO [train.py:927] (7/8) Epoch 3, batch 24250, giga_loss[loss=0.3901, simple_loss=0.4141, pruned_loss=0.183, over 12374.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1086, over 259.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3475, pruned_loss=0.1056, over 2474216.20 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07514, over 20914.42 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3353, pruned_loss=0.1013, over 2467317.68 frames. utt_duration=1193 frames, utt_pad_proportion=0.08054, over 8285.62 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3485, pruned_loss=0.1061, over 2474934.44 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07359, over 22045.88 utterances.], batch size: 259, lr: 7.56e-04
2022-08-21 22:38:01,562 INFO [train.py:927] (7/8) Epoch 3, batch 24300, giga_loss[loss=0.3376, simple_loss=0.3792, pruned_loss=0.148, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03633, over 40.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.345, pruned_loss=0.1056, over 2473901.91 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07017, over 20368.51 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3343, pruned_loss=0.1008, over 2467182.01 frames. utt_duration=1202 frames, utt_pad_proportion=0.07817, over 8220.03 utterances.], giga_tot_loss[loss=0.2802, simple_loss=0.3471, pruned_loss=0.1066, over 2474929.81 frames. utt_duration=454.3 frames, utt_pad_proportion=0.06989, over 21861.48 utterances.], batch size: 40, lr: 7.56e-04
2022-08-21 22:39:50,850 INFO [train.py:927] (7/8) Epoch 3, batch 24350, giga_loss[loss=0.2535, simple_loss=0.3301, pruned_loss=0.0884, over 12361.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04145, over 113.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3436, pruned_loss=0.1046, over 2474367.12 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06974, over 20513.68 utterances.], libri_tot_loss[loss=0.2677, simple_loss=0.3341, pruned_loss=0.1007, over 2467321.52 frames. utt_duration=1202 frames, utt_pad_proportion=0.07784, over 8222.77 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3455, pruned_loss=0.1056, over 2475118.50 frames. utt_duration=455.8 frames, utt_pad_proportion=0.06964, over 21790.38 utterances.], batch size: 113, lr: 7.56e-04
2022-08-21 22:41:36,337 INFO [train.py:927] (7/8) Epoch 3, batch 24400, giga_loss[loss=0.2524, simple_loss=0.321, pruned_loss=0.09194, over 12389.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03725, over 37.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.3422, pruned_loss=0.1036, over 2474629.74 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06824, over 20627.48 utterances.], libri_tot_loss[loss=0.2672, simple_loss=0.3336, pruned_loss=0.1004, over 2467243.46 frames. utt_duration=1207 frames, utt_pad_proportion=0.07709, over 8187.60 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3443, pruned_loss=0.1047, over 2475395.55 frames. utt_duration=454.7 frames, utt_pad_proportion=0.06849, over 21843.98 utterances.], batch size: 37, lr: 7.55e-04
2022-08-21 22:43:22,109 INFO [train.py:927] (7/8) Epoch 3, batch 24450, libri_loss[loss=0.2627, simple_loss=0.3289, pruned_loss=0.09822, over 12453.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005822, over 35.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3419, pruned_loss=0.1034, over 2474526.72 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06554, over 20335.09 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.3341, pruned_loss=0.1005, over 2467593.81 frames. utt_duration=1212 frames, utt_pad_proportion=0.07444, over 8154.70 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3436, pruned_loss=0.1044, over 2475114.22 frames. utt_duration=454.2 frames, utt_pad_proportion=0.06669, over 21867.74 utterances.], batch size: 35, lr: 7.55e-04
2022-08-21 22:45:10,485 INFO [train.py:927] (7/8) Epoch 3, batch 24500, giga_loss[loss=0.2535, simple_loss=0.3233, pruned_loss=0.09182, over 12327.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.02916, over 66.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3409, pruned_loss=0.1041, over 2473874.10 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07085, over 21019.57 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.3341, pruned_loss=0.1005, over 2467494.69 frames. utt_duration=1212 frames, utt_pad_proportion=0.07395, over 8152.19 utterances.], giga_tot_loss[loss=0.2759, simple_loss=0.3423, pruned_loss=0.1048, over 2474482.79 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07159, over 22345.76 utterances.], batch size: 66, lr: 7.55e-04
2022-08-21 22:46:56,355 INFO [train.py:927] (7/8) Epoch 3, batch 24550, giga_loss[loss=0.2367, simple_loss=0.3123, pruned_loss=0.08052, over 12323.00 frames. utt_duration=914.1 frames, utt_pad_proportion=0.02335, over 54.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3391, pruned_loss=0.1034, over 2473855.89 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07187, over 20584.57 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3343, pruned_loss=0.1007, over 2467471.44 frames. utt_duration=1206 frames, utt_pad_proportion=0.07599, over 8195.33 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3403, pruned_loss=0.104, over 2474628.23 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07159, over 22134.17 utterances.], batch size: 54, lr: 7.55e-04
2022-08-21 22:48:42,181 INFO [train.py:927] (7/8) Epoch 3, batch 24600, giga_loss[loss=0.2826, simple_loss=0.3493, pruned_loss=0.1079, over 12400.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04405, over 146.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3391, pruned_loss=0.1039, over 2473819.05 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07301, over 20871.56 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.334, pruned_loss=0.1004, over 2467565.67 frames. utt_duration=1208 frames, utt_pad_proportion=0.07509, over 8180.33 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3405, pruned_loss=0.1047, over 2474520.28 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07304, over 22483.79 utterances.], batch size: 146, lr: 7.54e-04
2022-08-21 22:50:26,817 INFO [train.py:927] (7/8) Epoch 3, batch 24650, giga_loss[loss=0.3066, simple_loss=0.3455, pruned_loss=0.1338, over 12359.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1977, over 366.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.3399, pruned_loss=0.1041, over 2473720.50 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07753, over 21297.24 utterances.], libri_tot_loss[loss=0.2668, simple_loss=0.3334, pruned_loss=0.1001, over 2467132.70 frames. utt_duration=1216 frames, utt_pad_proportion=0.07316, over 8127.82 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3418, pruned_loss=0.1052, over 2474888.88 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07796, over 23082.60 utterances.], batch size: 366, lr: 7.54e-04
2022-08-21 22:52:11,804 INFO [train.py:927] (7/8) Epoch 3, batch 24700, giga_loss[loss=0.2661, simple_loss=0.334, pruned_loss=0.09911, over 12424.00 frames. utt_duration=905.1 frames, utt_pad_proportion=0.03298, over 55.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.3398, pruned_loss=0.1042, over 2473277.08 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07836, over 21530.68 utterances.], libri_tot_loss[loss=0.2668, simple_loss=0.3333, pruned_loss=0.1001, over 2467031.62 frames. utt_duration=1218 frames, utt_pad_proportion=0.07263, over 8110.58 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3415, pruned_loss=0.105, over 2474349.51 frames. utt_duration=430.4 frames, utt_pad_proportion=0.07882, over 23076.07 utterances.], batch size: 55, lr: 7.54e-04
2022-08-21 22:54:00,573 INFO [train.py:927] (7/8) Epoch 3, batch 24750, giga_loss[loss=0.2715, simple_loss=0.336, pruned_loss=0.1035, over 12463.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0339, over 98.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3433, pruned_loss=0.1072, over 2473832.14 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07845, over 21760.32 utterances.], libri_tot_loss[loss=0.2671, simple_loss=0.3337, pruned_loss=0.1003, over 2467162.46 frames. utt_duration=1215 frames, utt_pad_proportion=0.07306, over 8135.03 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3443, pruned_loss=0.1078, over 2474584.58 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07868, over 23006.13 utterances.], batch size: 98, lr: 7.54e-04
2022-08-21 22:55:44,947 INFO [train.py:927] (7/8) Epoch 3, batch 24800, giga_loss[loss=0.3006, simple_loss=0.3554, pruned_loss=0.1229, over 12424.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06144, over 183.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3447, pruned_loss=0.1091, over 2474623.31 frames. utt_duration=458.5 frames, utt_pad_proportion=0.0799, over 21655.03 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3346, pruned_loss=0.1005, over 2467676.79 frames. utt_duration=1201 frames, utt_pad_proportion=0.07622, over 8229.91 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3452, pruned_loss=0.1097, over 2475037.95 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07922, over 23089.10 utterances.], batch size: 183, lr: 7.53e-04
2022-08-21 22:57:29,780 INFO [train.py:927] (7/8) Epoch 3, batch 24850, giga_loss[loss=0.2441, simple_loss=0.3091, pruned_loss=0.0896, over 12223.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03152, over 39.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3424, pruned_loss=0.1076, over 2473915.37 frames. utt_duration=472 frames, utt_pad_proportion=0.07868, over 21031.83 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.334, pruned_loss=0.1003, over 2467374.27 frames. utt_duration=1205 frames, utt_pad_proportion=0.07443, over 8202.11 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3436, pruned_loss=0.1085, over 2474755.07 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0788, over 22631.11 utterances.], batch size: 39, lr: 7.53e-04
2022-08-21 22:59:12,740 INFO [train.py:927] (7/8) Epoch 3, batch 24900, giga_loss[loss=0.2857, simple_loss=0.3435, pruned_loss=0.114, over 12435.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03773, over 105.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3412, pruned_loss=0.1058, over 2474428.26 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07501, over 20320.01 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.334, pruned_loss=0.1008, over 2467344.09 frames. utt_duration=1211 frames, utt_pad_proportion=0.07251, over 8158.60 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3424, pruned_loss=0.1063, over 2475346.72 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07601, over 22044.14 utterances.], batch size: 105, lr: 7.53e-04
2022-08-21 23:01:02,170 INFO [train.py:927] (7/8) Epoch 3, batch 24950, giga_loss[loss=0.2591, simple_loss=0.3364, pruned_loss=0.09094, over 12472.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03834, over 31.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.3386, pruned_loss=0.1048, over 2473914.91 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07996, over 21203.93 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3341, pruned_loss=0.101, over 2467249.27 frames. utt_duration=1212 frames, utt_pad_proportion=0.07198, over 8153.14 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3396, pruned_loss=0.1051, over 2474827.10 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08058, over 22735.15 utterances.], batch size: 31, lr: 7.53e-04
2022-08-21 23:02:46,418 INFO [train.py:927] (7/8) Epoch 3, batch 25000, giga_loss[loss=0.2792, simple_loss=0.3441, pruned_loss=0.1071, over 12399.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04096, over 37.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3389, pruned_loss=0.1049, over 2473281.99 frames. utt_duration=476 frames, utt_pad_proportion=0.08019, over 20848.49 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3347, pruned_loss=0.1008, over 2467103.06 frames. utt_duration=1206 frames, utt_pad_proportion=0.07493, over 8189.79 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.3394, pruned_loss=0.1054, over 2474381.96 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07983, over 22455.91 utterances.], batch size: 37, lr: 7.52e-04
2022-08-21 23:04:35,105 INFO [train.py:927] (7/8) Epoch 3, batch 25050, giga_loss[loss=0.2722, simple_loss=0.357, pruned_loss=0.09368, over 12408.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02499, over 48.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.343, pruned_loss=0.1054, over 2474013.64 frames. utt_duration=479.4 frames, utt_pad_proportion=0.0753, over 20705.16 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3346, pruned_loss=0.1007, over 2467335.30 frames. utt_duration=1204 frames, utt_pad_proportion=0.07471, over 8205.09 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3436, pruned_loss=0.1059, over 2474794.58 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07537, over 22197.03 utterances.], batch size: 48, lr: 7.52e-04
2022-08-21 23:06:19,302 INFO [train.py:927] (7/8) Epoch 3, batch 25100, giga_loss[loss=0.3392, simple_loss=0.3968, pruned_loss=0.1408, over 12365.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03232, over 104.00 utterances.], tot_loss[loss=0.2836, simple_loss=0.348, pruned_loss=0.1096, over 2473470.46 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07523, over 21174.82 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3346, pruned_loss=0.1008, over 2467180.62 frames. utt_duration=1205 frames, utt_pad_proportion=0.07444, over 8197.06 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3484, pruned_loss=0.11, over 2474263.54 frames. utt_duration=443 frames, utt_pad_proportion=0.07538, over 22413.45 utterances.], batch size: 104, lr: 7.52e-04
2022-08-21 23:08:05,328 INFO [train.py:927] (7/8) Epoch 3, batch 25150, giga_loss[loss=0.3569, simple_loss=0.3887, pruned_loss=0.1626, over 12354.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2102, over 372.00 utterances.], tot_loss[loss=0.2893, simple_loss=0.3511, pruned_loss=0.1137, over 2473664.73 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08159, over 21273.82 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3356, pruned_loss=0.1018, over 2467416.27 frames. utt_duration=1195 frames, utt_pad_proportion=0.0776, over 8271.34 utterances.], giga_tot_loss[loss=0.2888, simple_loss=0.3509, pruned_loss=0.1134, over 2474222.96 frames. utt_duration=442 frames, utt_pad_proportion=0.08024, over 22467.23 utterances.], batch size: 372, lr: 7.52e-04
2022-08-21 23:09:49,512 INFO [train.py:927] (7/8) Epoch 3, batch 25200, giga_loss[loss=0.2605, simple_loss=0.3368, pruned_loss=0.09206, over 12374.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03163, over 62.00 utterances.], tot_loss[loss=0.2892, simple_loss=0.35, pruned_loss=0.1142, over 2474076.99 frames. utt_duration=468.7 frames, utt_pad_proportion=0.08064, over 21181.32 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3353, pruned_loss=0.1018, over 2467356.46 frames. utt_duration=1198 frames, utt_pad_proportion=0.07639, over 8248.06 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3504, pruned_loss=0.1141, over 2474675.64 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08004, over 22363.70 utterances.], batch size: 62, lr: 7.51e-04
2022-08-21 23:11:40,082 INFO [train.py:927] (7/8) Epoch 3, batch 25250, giga_loss[loss=0.3876, simple_loss=0.4038, pruned_loss=0.1857, over 12396.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.2893, simple_loss=0.3495, pruned_loss=0.1145, over 2474528.69 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07459, over 20664.72 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3358, pruned_loss=0.1024, over 2467725.03 frames. utt_duration=1203 frames, utt_pad_proportion=0.07467, over 8213.92 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3497, pruned_loss=0.1142, over 2474855.39 frames. utt_duration=451.9 frames, utt_pad_proportion=0.075, over 21979.96 utterances.], batch size: 259, lr: 7.51e-04
2022-08-21 23:13:26,002 INFO [train.py:927] (7/8) Epoch 3, batch 25300, giga_loss[loss=0.2493, simple_loss=0.3246, pruned_loss=0.08698, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03641, over 105.00 utterances.], tot_loss[loss=0.2868, simple_loss=0.3476, pruned_loss=0.113, over 2474090.33 frames. utt_duration=496.4 frames, utt_pad_proportion=0.0759, over 19993.62 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3362, pruned_loss=0.1027, over 2467917.17 frames. utt_duration=1200 frames, utt_pad_proportion=0.07483, over 8235.66 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3475, pruned_loss=0.1126, over 2474233.18 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07612, over 21117.24 utterances.], batch size: 105, lr: 7.51e-04
2022-08-21 23:15:08,821 INFO [train.py:927] (7/8) Epoch 3, batch 25350, giga_loss[loss=0.3018, simple_loss=0.3733, pruned_loss=0.1151, over 12360.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03419, over 122.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3469, pruned_loss=0.1115, over 2474469.33 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07718, over 20238.73 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3373, pruned_loss=0.1029, over 2468171.22 frames. utt_duration=1189 frames, utt_pad_proportion=0.07834, over 8311.45 utterances.], giga_tot_loss[loss=0.2843, simple_loss=0.3461, pruned_loss=0.1113, over 2474528.80 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07599, over 21366.15 utterances.], batch size: 122, lr: 7.51e-04
2022-08-21 23:16:52,519 INFO [train.py:927] (7/8) Epoch 3, batch 25400, libri_loss[loss=0.2173, simple_loss=0.2884, pruned_loss=0.07308, over 12280.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01017, over 28.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3474, pruned_loss=0.1101, over 2474382.67 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07851, over 20503.27 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3377, pruned_loss=0.1027, over 2468066.61 frames. utt_duration=1190 frames, utt_pad_proportion=0.07818, over 8304.16 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3466, pruned_loss=0.1102, over 2474670.08 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07759, over 21622.35 utterances.], batch size: 28, lr: 7.50e-04
2022-08-21 23:18:41,457 INFO [train.py:927] (7/8) Epoch 3, batch 25450, giga_loss[loss=0.2421, simple_loss=0.3195, pruned_loss=0.08234, over 12415.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04319, over 146.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3465, pruned_loss=0.1084, over 2474838.41 frames. utt_duration=495 frames, utt_pad_proportion=0.07412, over 20056.72 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3375, pruned_loss=0.1025, over 2468051.21 frames. utt_duration=1191 frames, utt_pad_proportion=0.07763, over 8297.54 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.3461, pruned_loss=0.1088, over 2475156.22 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07376, over 21092.41 utterances.], batch size: 146, lr: 7.50e-04
2022-08-21 23:20:27,568 INFO [train.py:927] (7/8) Epoch 3, batch 25500, giga_loss[loss=0.2913, simple_loss=0.3641, pruned_loss=0.1093, over 12409.00 frames. utt_duration=546.9 frames, utt_pad_proportion=0.02521, over 91.00 utterances.], tot_loss[loss=0.2782, simple_loss=0.346, pruned_loss=0.1052, over 2474232.41 frames. utt_duration=508.4 frames, utt_pad_proportion=0.07239, over 19521.99 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3371, pruned_loss=0.1023, over 2467552.09 frames. utt_duration=1194 frames, utt_pad_proportion=0.07712, over 8274.63 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3461, pruned_loss=0.1057, over 2474934.45 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07233, over 20447.38 utterances.], batch size: 91, lr: 7.50e-04
2022-08-21 23:22:11,621 INFO [train.py:927] (7/8) Epoch 3, batch 25550, giga_loss[loss=0.3126, simple_loss=0.3726, pruned_loss=0.1263, over 12375.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02539, over 66.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3489, pruned_loss=0.1076, over 2474079.08 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07217, over 19682.68 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3368, pruned_loss=0.102, over 2467666.70 frames. utt_duration=1199 frames, utt_pad_proportion=0.07574, over 8241.99 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3495, pruned_loss=0.1084, over 2474684.68 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07257, over 20705.17 utterances.], batch size: 66, lr: 7.50e-04
2022-08-21 23:23:53,240 INFO [train.py:927] (7/8) Epoch 3, batch 25600, giga_loss[loss=0.2534, simple_loss=0.3278, pruned_loss=0.08947, over 12462.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03019, over 55.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3489, pruned_loss=0.1079, over 2474527.26 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06883, over 19548.00 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3368, pruned_loss=0.1021, over 2467713.91 frames. utt_duration=1197 frames, utt_pad_proportion=0.07534, over 8259.68 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3496, pruned_loss=0.1086, over 2475135.14 frames. utt_duration=482 frames, utt_pad_proportion=0.0694, over 20602.85 utterances.], batch size: 55, lr: 7.50e-04
2022-08-21 23:25:35,120 INFO [train.py:927] (7/8) Epoch 3, batch 25650, giga_loss[loss=0.2361, simple_loss=0.3256, pruned_loss=0.07333, over 12311.00 frames. utt_duration=850.3 frames, utt_pad_proportion=0.03376, over 58.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3493, pruned_loss=0.1075, over 2475115.19 frames. utt_duration=489.1 frames, utt_pad_proportion=0.074, over 20304.95 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3374, pruned_loss=0.1024, over 2467931.14 frames. utt_duration=1166 frames, utt_pad_proportion=0.08653, over 8479.31 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3496, pruned_loss=0.1079, over 2475556.67 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07016, over 21195.59 utterances.], batch size: 58, lr: 7.49e-04
2022-08-21 23:26:31,482 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-21 23:29:01,588 INFO [train.py:927] (7/8) Epoch 4, batch 50, giga_loss[loss=0.2356, simple_loss=0.3131, pruned_loss=0.07906, over 12274.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02786, over 42.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3379, pruned_loss=0.09156, over 548253.92 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08105, over 4794.61 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.294, pruned_loss=0.06551, over 24432.78 frames. utt_duration=1442 frames, utt_pad_proportion=0.005002, over 67.83 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3396, pruned_loss=0.09256, over 529052.54 frames. utt_duration=447.3 frames, utt_pad_proportion=0.08194, over 4746.54 utterances.], batch size: 42, lr: 7.40e-04
2022-08-21 23:30:47,544 INFO [train.py:927] (7/8) Epoch 4, batch 100, libri_loss[loss=0.2633, simple_loss=0.388, pruned_loss=0.06933, over 12177.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009649, over 30.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3164, pruned_loss=0.07889, over 975273.52 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06708, over 7243.28 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3301, pruned_loss=0.07281, over 72695.72 frames. utt_duration=1544 frames, utt_pad_proportion=0.007019, over 188.57 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3153, pruned_loss=0.07932, over 930011.36 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06847, over 7212.32 utterances.], batch size: 30, lr: 7.40e-04
2022-08-21 23:32:29,229 INFO [train.py:927] (7/8) Epoch 4, batch 150, giga_loss[loss=0.202, simple_loss=0.2778, pruned_loss=0.06308, over 12425.00 frames. utt_duration=342 frames, utt_pad_proportion=0.042, over 146.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3009, pruned_loss=0.07223, over 1307780.33 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06515, over 9665.42 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3237, pruned_loss=0.07115, over 143758.10 frames. utt_duration=1497 frames, utt_pad_proportion=0.01223, over 384.55 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.2992, pruned_loss=0.0725, over 1235934.97 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06688, over 9674.97 utterances.], batch size: 146, lr: 7.40e-04
2022-08-21 23:34:14,013 INFO [train.py:927] (7/8) Epoch 4, batch 200, giga_loss[loss=0.1594, simple_loss=0.2486, pruned_loss=0.03508, over 12392.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02663, over 70.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2874, pruned_loss=0.06622, over 1566271.94 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06274, over 11731.77 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3212, pruned_loss=0.0729, over 178556.59 frames. utt_duration=1501 frames, utt_pad_proportion=0.01102, over 476.33 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2853, pruned_loss=0.0659, over 1495743.89 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06431, over 11799.92 utterances.], batch size: 70, lr: 7.39e-04
2022-08-21 23:35:54,212 INFO [train.py:927] (7/8) Epoch 4, batch 250, libri_loss[loss=0.344, simple_loss=0.3946, pruned_loss=0.1467, over 12360.00 frames. utt_duration=439 frames, utt_pad_proportion=0.3152, over 113.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2832, pruned_loss=0.06463, over 1767181.11 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06114, over 12946.25 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3238, pruned_loss=0.07774, over 234831.41 frames. utt_duration=1191 frames, utt_pad_proportion=0.09953, over 789.65 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.28, pruned_loss=0.06346, over 1693421.05 frames. utt_duration=523.7 frames, utt_pad_proportion=0.05854, over 12971.78 utterances.], batch size: 113, lr: 7.39e-04
2022-08-21 23:37:37,612 INFO [train.py:927] (7/8) Epoch 4, batch 300, libri_loss[loss=0.2272, simple_loss=0.2988, pruned_loss=0.07776, over 12463.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009078, over 29.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2791, pruned_loss=0.0628, over 1924003.28 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06421, over 14453.97 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3278, pruned_loss=0.07873, over 268353.67 frames. utt_duration=1221 frames, utt_pad_proportion=0.08883, over 880.31 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2753, pruned_loss=0.06148, over 1857283.46 frames. utt_duration=510.8 frames, utt_pad_proportion=0.06278, over 14586.49 utterances.], batch size: 29, lr: 7.39e-04
2022-08-21 23:39:21,268 INFO [train.py:927] (7/8) Epoch 4, batch 350, giga_loss[loss=0.1698, simple_loss=0.2386, pruned_loss=0.05044, over 12348.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04557, over 26.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2764, pruned_loss=0.06146, over 2045697.29 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06332, over 15416.34 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3284, pruned_loss=0.0791, over 311435.47 frames. utt_duration=1240 frames, utt_pad_proportion=0.07817, over 1005.69 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2723, pruned_loss=0.06002, over 1984689.41 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06268, over 15659.84 utterances.], batch size: 26, lr: 7.39e-04
2022-08-21 23:41:03,258 INFO [train.py:927] (7/8) Epoch 4, batch 400, giga_loss[loss=0.1681, simple_loss=0.2481, pruned_loss=0.044, over 12073.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04154, over 30.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2725, pruned_loss=0.05937, over 2140600.32 frames. utt_duration=512.9 frames, utt_pad_proportion=0.07223, over 16742.92 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3273, pruned_loss=0.07914, over 375606.15 frames. utt_duration=1258 frames, utt_pad_proportion=0.06531, over 1196.08 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2676, pruned_loss=0.05756, over 2081409.12 frames. utt_duration=486 frames, utt_pad_proportion=0.07233, over 17184.02 utterances.], batch size: 30, lr: 7.39e-04
2022-08-21 23:42:45,620 INFO [train.py:927] (7/8) Epoch 4, batch 450, giga_loss[loss=0.1831, simple_loss=0.264, pruned_loss=0.05117, over 12455.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03061, over 75.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2685, pruned_loss=0.05739, over 2214940.73 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06549, over 16898.34 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3249, pruned_loss=0.07811, over 406901.44 frames. utt_duration=1275 frames, utt_pad_proportion=0.06082, over 1277.78 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.2642, pruned_loss=0.05581, over 2164267.44 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06604, over 17381.26 utterances.], batch size: 75, lr: 7.38e-04
2022-08-21 23:44:25,524 INFO [train.py:927] (7/8) Epoch 4, batch 500, giga_loss[loss=0.2742, simple_loss=0.3444, pruned_loss=0.102, over 12389.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06394, over 183.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2807, pruned_loss=0.06372, over 2272830.38 frames. utt_duration=532.3 frames, utt_pad_proportion=0.0626, over 17126.32 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3269, pruned_loss=0.07842, over 458125.36 frames. utt_duration=1273 frames, utt_pad_proportion=0.05667, over 1441.24 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.276, pruned_loss=0.06211, over 2227217.41 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06347, over 17724.74 utterances.], batch size: 183, lr: 7.38e-04
2022-08-21 23:46:09,391 INFO [train.py:927] (7/8) Epoch 4, batch 550, giga_loss[loss=0.2434, simple_loss=0.3244, pruned_loss=0.08122, over 12353.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03306, over 104.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2924, pruned_loss=0.06942, over 2318322.92 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06523, over 16920.50 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3249, pruned_loss=0.07805, over 527531.89 frames. utt_duration=1208 frames, utt_pad_proportion=0.07694, over 1749.53 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2879, pruned_loss=0.06795, over 2276084.80 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06424, over 17616.53 utterances.], batch size: 104, lr: 7.38e-04
2022-08-21 23:47:53,127 INFO [train.py:927] (7/8) Epoch 4, batch 600, giga_loss[loss=0.2499, simple_loss=0.3288, pruned_loss=0.08546, over 12333.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03404, over 51.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.2994, pruned_loss=0.07204, over 2351786.38 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06949, over 18144.89 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3243, pruned_loss=0.07811, over 575494.51 frames. utt_duration=1215 frames, utt_pad_proportion=0.07084, over 1897.34 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2955, pruned_loss=0.07074, over 2315175.45 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06907, over 18910.68 utterances.], batch size: 51, lr: 7.38e-04
2022-08-21 23:49:36,995 INFO [train.py:927] (7/8) Epoch 4, batch 650, giga_loss[loss=0.2402, simple_loss=0.3136, pruned_loss=0.08336, over 12440.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.0323, over 75.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3034, pruned_loss=0.07345, over 2379519.72 frames. utt_duration=534.9 frames, utt_pad_proportion=0.0657, over 17844.17 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3257, pruned_loss=0.07847, over 603909.69 frames. utt_duration=1222 frames, utt_pad_proportion=0.06731, over 1978.48 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.2997, pruned_loss=0.07229, over 2349062.84 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06583, over 18595.46 utterances.], batch size: 75, lr: 7.37e-04
2022-08-21 23:51:21,903 INFO [train.py:927] (7/8) Epoch 4, batch 700, giga_loss[loss=0.2602, simple_loss=0.3404, pruned_loss=0.09003, over 12380.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.05997, over 182.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3109, pruned_loss=0.07702, over 2401134.61 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06366, over 17517.20 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3342, pruned_loss=0.07987, over 631939.62 frames. utt_duration=1204 frames, utt_pad_proportion=0.06844, over 2102.04 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3056, pruned_loss=0.07575, over 2375868.94 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06374, over 18215.03 utterances.], batch size: 182, lr: 7.37e-04
2022-08-21 23:53:03,406 INFO [train.py:927] (7/8) Epoch 4, batch 750, giga_loss[loss=0.2671, simple_loss=0.3442, pruned_loss=0.09497, over 12401.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03639, over 105.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3166, pruned_loss=0.07982, over 2417610.39 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06738, over 18122.49 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.334, pruned_loss=0.07943, over 695925.93 frames. utt_duration=1208 frames, utt_pad_proportion=0.06503, over 2307.42 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3118, pruned_loss=0.07889, over 2394804.75 frames. utt_duration=506.2 frames, utt_pad_proportion=0.0676, over 18978.37 utterances.], batch size: 105, lr: 7.37e-04
2022-08-21 23:54:43,699 INFO [train.py:927] (7/8) Epoch 4, batch 800, giga_loss[loss=0.2224, simple_loss=0.3108, pruned_loss=0.06701, over 12331.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03367, over 85.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3191, pruned_loss=0.0804, over 2428748.57 frames. utt_duration=553.1 frames, utt_pad_proportion=0.0655, over 17613.44 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3328, pruned_loss=0.07918, over 722183.67 frames. utt_duration=1222 frames, utt_pad_proportion=0.06276, over 2366.51 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3155, pruned_loss=0.07975, over 2410315.54 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06605, over 18454.94 utterances.], batch size: 85, lr: 7.37e-04
2022-08-21 23:56:26,637 INFO [train.py:927] (7/8) Epoch 4, batch 850, giga_loss[loss=0.2469, simple_loss=0.3312, pruned_loss=0.08137, over 12435.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04108, over 146.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3184, pruned_loss=0.07907, over 2438775.83 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06469, over 17691.37 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3317, pruned_loss=0.07879, over 748145.71 frames. utt_duration=1213 frames, utt_pad_proportion=0.06336, over 2469.54 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3157, pruned_loss=0.07867, over 2423825.99 frames. utt_duration=526.4 frames, utt_pad_proportion=0.0651, over 18470.37 utterances.], batch size: 146, lr: 7.36e-04
2022-08-21 23:58:08,479 INFO [train.py:927] (7/8) Epoch 4, batch 900, libri_loss[loss=0.259, simple_loss=0.3382, pruned_loss=0.08985, over 12256.00 frames. utt_duration=963 frames, utt_pad_proportion=0.06955, over 51.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3186, pruned_loss=0.07947, over 2446163.45 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06215, over 17036.01 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3305, pruned_loss=0.07874, over 807668.13 frames. utt_duration=1212 frames, utt_pad_proportion=0.06179, over 2668.46 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3163, pruned_loss=0.07915, over 2433114.03 frames. utt_duration=543.6 frames, utt_pad_proportion=0.0628, over 17954.55 utterances.], batch size: 51, lr: 7.36e-04
2022-08-21 23:59:52,567 INFO [train.py:927] (7/8) Epoch 4, batch 950, giga_loss[loss=0.24, simple_loss=0.3195, pruned_loss=0.08023, over 12433.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.03912, over 26.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3209, pruned_loss=0.08283, over 2452468.50 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06222, over 16867.33 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3287, pruned_loss=0.07829, over 857037.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.05775, over 2802.74 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3194, pruned_loss=0.08282, over 2441353.76 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06331, over 17872.10 utterances.], batch size: 26, lr: 7.36e-04
2022-08-22 00:01:35,709 INFO [train.py:927] (7/8) Epoch 4, batch 1000, giga_loss[loss=0.2428, simple_loss=0.3256, pruned_loss=0.08003, over 12166.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.02959, over 36.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3191, pruned_loss=0.08233, over 2456668.23 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06033, over 16593.51 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3252, pruned_loss=0.07695, over 912675.16 frames. utt_duration=1245 frames, utt_pad_proportion=0.05395, over 2935.55 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3188, pruned_loss=0.08294, over 2447210.70 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06191, over 17727.05 utterances.], batch size: 36, lr: 7.36e-04
2022-08-22 00:03:16,998 INFO [train.py:927] (7/8) Epoch 4, batch 1050, giga_loss[loss=0.2303, simple_loss=0.3131, pruned_loss=0.07373, over 12384.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03454, over 122.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3167, pruned_loss=0.08074, over 2460329.58 frames. utt_duration=622.8 frames, utt_pad_proportion=0.05538, over 15840.48 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3224, pruned_loss=0.07558, over 966582.98 frames. utt_duration=1258 frames, utt_pad_proportion=0.05053, over 3077.65 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3172, pruned_loss=0.08186, over 2452149.26 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05763, over 17041.00 utterances.], batch size: 122, lr: 7.36e-04
2022-08-22 00:04:59,658 INFO [train.py:927] (7/8) Epoch 4, batch 1100, giga_loss[loss=0.2382, simple_loss=0.3238, pruned_loss=0.07637, over 12338.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.03056, over 66.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3156, pruned_loss=0.08071, over 2462952.43 frames. utt_duration=605 frames, utt_pad_proportion=0.05598, over 16323.92 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3215, pruned_loss=0.07615, over 1003501.67 frames. utt_duration=1273 frames, utt_pad_proportion=0.04841, over 3156.96 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3162, pruned_loss=0.0815, over 2456497.70 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05808, over 17494.64 utterances.], batch size: 66, lr: 7.35e-04
2022-08-22 00:06:45,679 INFO [train.py:927] (7/8) Epoch 4, batch 1150, giga_loss[loss=0.1755, simple_loss=0.2534, pruned_loss=0.04886, over 12229.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03882, over 28.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3122, pruned_loss=0.07912, over 2465977.21 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05718, over 16917.90 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3215, pruned_loss=0.07615, over 1032737.85 frames. utt_duration=1269 frames, utt_pad_proportion=0.04887, over 3258.84 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3126, pruned_loss=0.07982, over 2460632.97 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05875, over 18003.29 utterances.], batch size: 28, lr: 7.35e-04
2022-08-22 00:08:29,966 INFO [train.py:927] (7/8) Epoch 4, batch 1200, giga_loss[loss=0.2218, simple_loss=0.3036, pruned_loss=0.06997, over 12402.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03795, over 113.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3095, pruned_loss=0.07801, over 2468248.17 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05839, over 17630.13 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.321, pruned_loss=0.07651, over 1089159.07 frames. utt_duration=1280 frames, utt_pad_proportion=0.04657, over 3406.88 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3096, pruned_loss=0.07848, over 2463909.55 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06011, over 18909.76 utterances.], batch size: 113, lr: 7.35e-04
2022-08-22 00:10:11,920 INFO [train.py:927] (7/8) Epoch 4, batch 1250, giga_loss[loss=0.2791, simple_loss=0.3432, pruned_loss=0.1075, over 12385.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06958, over 211.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3091, pruned_loss=0.07766, over 2469163.40 frames. utt_duration=564 frames, utt_pad_proportion=0.06097, over 17558.71 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3202, pruned_loss=0.07639, over 1129962.93 frames. utt_duration=1289 frames, utt_pad_proportion=0.0443, over 3509.33 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3092, pruned_loss=0.07813, over 2465743.54 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06266, over 18861.93 utterances.], batch size: 211, lr: 7.35e-04
2022-08-22 00:11:54,705 INFO [train.py:927] (7/8) Epoch 4, batch 1300, giga_loss[loss=0.2258, simple_loss=0.2978, pruned_loss=0.0769, over 12376.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07008, over 211.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3049, pruned_loss=0.07529, over 2469753.14 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05674, over 16822.39 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3195, pruned_loss=0.07606, over 1163345.45 frames. utt_duration=1287 frames, utt_pad_proportion=0.04482, over 3618.65 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.305, pruned_loss=0.07582, over 2466821.55 frames. utt_duration=547.5 frames, utt_pad_proportion=0.05843, over 18072.25 utterances.], batch size: 211, lr: 7.34e-04
2022-08-22 00:13:36,104 INFO [train.py:927] (7/8) Epoch 4, batch 1350, giga_loss[loss=0.2204, simple_loss=0.2939, pruned_loss=0.07345, over 12368.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03919, over 113.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3042, pruned_loss=0.07481, over 2470658.85 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05839, over 16875.38 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3227, pruned_loss=0.07563, over 1182466.78 frames. utt_duration=1296 frames, utt_pad_proportion=0.04402, over 3655.16 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3026, pruned_loss=0.07541, over 2468711.92 frames. utt_duration=549.6 frames, utt_pad_proportion=0.05984, over 18017.73 utterances.], batch size: 113, lr: 7.34e-04
2022-08-22 00:15:16,926 INFO [train.py:927] (7/8) Epoch 4, batch 1400, giga_loss[loss=0.208, simple_loss=0.2897, pruned_loss=0.06318, over 12441.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03703, over 133.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3016, pruned_loss=0.07372, over 2471005.95 frames. utt_duration=624 frames, utt_pad_proportion=0.05411, over 15878.38 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3222, pruned_loss=0.07562, over 1257353.79 frames. utt_duration=1298 frames, utt_pad_proportion=0.04259, over 3878.84 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.2994, pruned_loss=0.07413, over 2469683.69 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05621, over 17306.17 utterances.], batch size: 133, lr: 7.34e-04
2022-08-22 00:16:59,724 INFO [train.py:927] (7/8) Epoch 4, batch 1450, giga_loss[loss=0.1778, simple_loss=0.2618, pruned_loss=0.04694, over 12325.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02842, over 74.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.2972, pruned_loss=0.07231, over 2471340.58 frames. utt_duration=626.5 frames, utt_pad_proportion=0.0515, over 15815.94 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3223, pruned_loss=0.07633, over 1269249.48 frames. utt_duration=1301 frames, utt_pad_proportion=0.04194, over 3907.98 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.2952, pruned_loss=0.07229, over 2470491.37 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05353, over 17020.66 utterances.], batch size: 74, lr: 7.34e-04
2022-08-22 00:18:40,214 INFO [train.py:927] (7/8) Epoch 4, batch 1500, giga_loss[loss=0.1973, simple_loss=0.2761, pruned_loss=0.05928, over 12369.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04033, over 113.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.2948, pruned_loss=0.07187, over 2471132.84 frames. utt_duration=640.9 frames, utt_pad_proportion=0.05356, over 15458.93 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.322, pruned_loss=0.07635, over 1299226.96 frames. utt_duration=1279 frames, utt_pad_proportion=0.04906, over 4068.52 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.2928, pruned_loss=0.07174, over 2470224.81 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05351, over 16539.01 utterances.], batch size: 113, lr: 7.33e-04
2022-08-22 00:20:28,649 INFO [train.py:927] (7/8) Epoch 4, batch 1550, giga_loss[loss=0.2198, simple_loss=0.2949, pruned_loss=0.07239, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03099, over 43.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.2947, pruned_loss=0.07201, over 2471887.05 frames. utt_duration=659.6 frames, utt_pad_proportion=0.05028, over 15023.41 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3217, pruned_loss=0.0766, over 1327931.80 frames. utt_duration=1286 frames, utt_pad_proportion=0.04744, over 4136.01 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2926, pruned_loss=0.07167, over 2471469.78 frames. utt_duration=616.5 frames, utt_pad_proportion=0.05084, over 16074.36 utterances.], batch size: 43, lr: 7.33e-04
2022-08-22 00:22:10,796 INFO [train.py:927] (7/8) Epoch 4, batch 1600, giga_loss[loss=0.3061, simple_loss=0.3514, pruned_loss=0.1305, over 12338.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2032, over 368.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3002, pruned_loss=0.07563, over 2471941.51 frames. utt_duration=624.4 frames, utt_pad_proportion=0.0561, over 15874.43 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3207, pruned_loss=0.07632, over 1350612.42 frames. utt_duration=1295 frames, utt_pad_proportion=0.04652, over 4176.97 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.2986, pruned_loss=0.07544, over 2471643.61 frames. utt_duration=587.6 frames, utt_pad_proportion=0.05642, over 16867.31 utterances.], batch size: 368, lr: 7.33e-04
2022-08-22 00:23:51,441 INFO [train.py:927] (7/8) Epoch 4, batch 1650, giga_loss[loss=0.247, simple_loss=0.3297, pruned_loss=0.08214, over 12459.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.0368, over 123.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3051, pruned_loss=0.07793, over 2472465.87 frames. utt_duration=602 frames, utt_pad_proportion=0.05921, over 16468.99 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3193, pruned_loss=0.07556, over 1399965.42 frames. utt_duration=1306 frames, utt_pad_proportion=0.04391, over 4292.84 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3038, pruned_loss=0.07817, over 2472332.71 frames. utt_duration=562 frames, utt_pad_proportion=0.06008, over 17644.71 utterances.], batch size: 123, lr: 7.33e-04
2022-08-22 00:25:35,565 INFO [train.py:927] (7/8) Epoch 4, batch 1700, giga_loss[loss=0.2632, simple_loss=0.3429, pruned_loss=0.09176, over 12368.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05268, over 161.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3114, pruned_loss=0.0803, over 2472474.84 frames. utt_duration=589.7 frames, utt_pad_proportion=0.05677, over 16814.45 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3185, pruned_loss=0.07521, over 1421321.66 frames. utt_duration=1312 frames, utt_pad_proportion=0.04277, over 4338.63 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3106, pruned_loss=0.08077, over 2472300.56 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05793, over 17941.97 utterances.], batch size: 161, lr: 7.33e-04
2022-08-22 00:27:17,362 INFO [train.py:927] (7/8) Epoch 4, batch 1750, giga_loss[loss=0.2511, simple_loss=0.322, pruned_loss=0.09006, over 12209.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03272, over 39.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3149, pruned_loss=0.08198, over 2472194.85 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06243, over 17284.27 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3178, pruned_loss=0.07519, over 1447031.84 frames. utt_duration=1319 frames, utt_pad_proportion=0.04144, over 4393.59 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3146, pruned_loss=0.08253, over 2472328.25 frames. utt_duration=538.1 frames, utt_pad_proportion=0.0635, over 18428.83 utterances.], batch size: 39, lr: 7.32e-04
2022-08-22 00:28:56,404 INFO [train.py:927] (7/8) Epoch 4, batch 1800, giga_loss[loss=0.237, simple_loss=0.3125, pruned_loss=0.08078, over 12429.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04244, over 146.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3138, pruned_loss=0.08024, over 2471883.16 frames. utt_duration=564.7 frames, utt_pad_proportion=0.0692, over 17554.16 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3174, pruned_loss=0.07505, over 1477036.66 frames. utt_duration=1317 frames, utt_pad_proportion=0.04171, over 4491.09 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3137, pruned_loss=0.08092, over 2472313.05 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06983, over 18720.08 utterances.], batch size: 146, lr: 7.32e-04
2022-08-22 00:30:38,639 INFO [train.py:927] (7/8) Epoch 4, batch 1850, giga_loss[loss=0.2509, simple_loss=0.3267, pruned_loss=0.08756, over 12349.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03329, over 104.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3157, pruned_loss=0.08046, over 2472151.63 frames. utt_duration=545.9 frames, utt_pad_proportion=0.07289, over 18165.10 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3187, pruned_loss=0.07483, over 1496398.84 frames. utt_duration=1309 frames, utt_pad_proportion=0.04279, over 4578.50 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3149, pruned_loss=0.08122, over 2472850.10 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07327, over 19258.63 utterances.], batch size: 104, lr: 7.32e-04
2022-08-22 00:32:19,279 INFO [train.py:927] (7/8) Epoch 4, batch 1900, giga_loss[loss=0.2241, simple_loss=0.3064, pruned_loss=0.07092, over 12344.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03018, over 70.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.318, pruned_loss=0.08249, over 2472562.97 frames. utt_duration=534.9 frames, utt_pad_proportion=0.0767, over 18541.16 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3197, pruned_loss=0.07554, over 1515789.85 frames. utt_duration=1288 frames, utt_pad_proportion=0.0498, over 4712.16 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3168, pruned_loss=0.0828, over 2473099.28 frames. utt_duration=507.7 frames, utt_pad_proportion=0.07562, over 19543.30 utterances.], batch size: 70, lr: 7.32e-04
2022-08-22 00:34:03,164 INFO [train.py:927] (7/8) Epoch 4, batch 1950, giga_loss[loss=0.2432, simple_loss=0.3198, pruned_loss=0.08327, over 12412.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03439, over 75.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.321, pruned_loss=0.08498, over 2473486.31 frames. utt_duration=537.8 frames, utt_pad_proportion=0.07398, over 18447.20 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3201, pruned_loss=0.07596, over 1548783.44 frames. utt_duration=1277 frames, utt_pad_proportion=0.05043, over 4855.19 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3197, pruned_loss=0.08525, over 2473946.67 frames. utt_duration=507.6 frames, utt_pad_proportion=0.0734, over 19551.41 utterances.], batch size: 75, lr: 7.31e-04
2022-08-22 00:35:46,301 INFO [train.py:927] (7/8) Epoch 4, batch 2000, giga_loss[loss=0.26, simple_loss=0.3369, pruned_loss=0.09156, over 12420.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03735, over 113.00 utterances.], tot_loss[loss=0.247, simple_loss=0.322, pruned_loss=0.086, over 2473471.29 frames. utt_duration=546.2 frames, utt_pad_proportion=0.07015, over 18162.60 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3197, pruned_loss=0.076, over 1567420.00 frames. utt_duration=1264 frames, utt_pad_proportion=0.05627, over 4966.98 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3213, pruned_loss=0.08636, over 2473604.62 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06882, over 19174.38 utterances.], batch size: 113, lr: 7.31e-04
2022-08-22 00:37:27,978 INFO [train.py:927] (7/8) Epoch 4, batch 2050, giga_loss[loss=0.2597, simple_loss=0.3359, pruned_loss=0.0918, over 12385.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0519, over 161.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3231, pruned_loss=0.08561, over 2473190.73 frames. utt_duration=546.7 frames, utt_pad_proportion=0.07018, over 18146.24 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3198, pruned_loss=0.07618, over 1590028.31 frames. utt_duration=1262 frames, utt_pad_proportion=0.05572, over 5045.12 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3225, pruned_loss=0.08601, over 2473123.83 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06939, over 19184.46 utterances.], batch size: 161, lr: 7.31e-04
2022-08-22 00:39:08,937 INFO [train.py:927] (7/8) Epoch 4, batch 2100, giga_loss[loss=0.2592, simple_loss=0.3318, pruned_loss=0.0933, over 12417.00 frames. utt_duration=547.4 frames, utt_pad_proportion=0.02419, over 91.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3225, pruned_loss=0.08523, over 2473073.28 frames. utt_duration=582.7 frames, utt_pad_proportion=0.06505, over 17019.70 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3193, pruned_loss=0.07614, over 1624518.03 frames. utt_duration=1270 frames, utt_pad_proportion=0.05334, over 5122.11 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3224, pruned_loss=0.08591, over 2473209.87 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06545, over 18245.42 utterances.], batch size: 91, lr: 7.31e-04
2022-08-22 00:40:51,029 INFO [train.py:927] (7/8) Epoch 4, batch 2150, giga_loss[loss=0.2375, simple_loss=0.3122, pruned_loss=0.08139, over 12477.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02892, over 55.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3211, pruned_loss=0.08463, over 2473114.51 frames. utt_duration=606.1 frames, utt_pad_proportion=0.06237, over 16362.82 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3189, pruned_loss=0.07602, over 1637161.32 frames. utt_duration=1267 frames, utt_pad_proportion=0.05356, over 5174.99 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3213, pruned_loss=0.08535, over 2473237.27 frames. utt_duration=569 frames, utt_pad_proportion=0.06288, over 17433.31 utterances.], batch size: 55, lr: 7.31e-04
2022-08-22 00:42:32,760 INFO [train.py:927] (7/8) Epoch 4, batch 2200, giga_loss[loss=0.2977, simple_loss=0.3642, pruned_loss=0.1157, over 12381.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03021, over 97.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3214, pruned_loss=0.08487, over 2472203.25 frames. utt_duration=637.8 frames, utt_pad_proportion=0.06054, over 15541.15 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3199, pruned_loss=0.07713, over 1666110.94 frames. utt_duration=1249 frames, utt_pad_proportion=0.05862, over 5343.88 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.321, pruned_loss=0.08502, over 2472169.65 frames. utt_duration=597.6 frames, utt_pad_proportion=0.0596, over 16587.79 utterances.], batch size: 97, lr: 7.30e-04
2022-08-22 00:44:15,077 INFO [train.py:927] (7/8) Epoch 4, batch 2250, giga_loss[loss=0.2362, simple_loss=0.3221, pruned_loss=0.07515, over 12307.00 frames. utt_duration=795.5 frames, utt_pad_proportion=0.03694, over 62.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3213, pruned_loss=0.08419, over 2472771.29 frames. utt_duration=621.2 frames, utt_pad_proportion=0.06046, over 15959.75 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3193, pruned_loss=0.07683, over 1686253.05 frames. utt_duration=1255 frames, utt_pad_proportion=0.05701, over 5378.97 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3214, pruned_loss=0.08467, over 2472571.88 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06024, over 16993.54 utterances.], batch size: 62, lr: 7.30e-04
2022-08-22 00:45:56,203 INFO [train.py:927] (7/8) Epoch 4, batch 2300, giga_loss[loss=0.2167, simple_loss=0.2971, pruned_loss=0.06815, over 12371.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03087, over 58.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3201, pruned_loss=0.08278, over 2472935.85 frames. utt_duration=642.2 frames, utt_pad_proportion=0.05942, over 15439.31 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3194, pruned_loss=0.07666, over 1716937.04 frames. utt_duration=1267 frames, utt_pad_proportion=0.05461, over 5426.00 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3201, pruned_loss=0.08352, over 2473009.86 frames. utt_duration=596.5 frames, utt_pad_proportion=0.06011, over 16625.36 utterances.], batch size: 58, lr: 7.30e-04
2022-08-22 00:47:39,521 INFO [train.py:927] (7/8) Epoch 4, batch 2350, giga_loss[loss=0.2475, simple_loss=0.3121, pruned_loss=0.09145, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03554, over 43.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3182, pruned_loss=0.08181, over 2472534.51 frames. utt_duration=613.5 frames, utt_pad_proportion=0.06041, over 16159.65 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3195, pruned_loss=0.07667, over 1728117.94 frames. utt_duration=1271 frames, utt_pad_proportion=0.0537, over 5445.52 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3181, pruned_loss=0.08246, over 2472671.61 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06113, over 17203.41 utterances.], batch size: 43, lr: 7.30e-04
2022-08-22 00:49:21,399 INFO [train.py:927] (7/8) Epoch 4, batch 2400, giga_loss[loss=0.2274, simple_loss=0.3042, pruned_loss=0.07531, over 12441.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04467, over 31.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.316, pruned_loss=0.08141, over 2472778.76 frames. utt_duration=622.8 frames, utt_pad_proportion=0.06109, over 15918.64 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3193, pruned_loss=0.0766, over 1742990.25 frames. utt_duration=1269 frames, utt_pad_proportion=0.05373, over 5501.16 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3161, pruned_loss=0.08204, over 2472812.32 frames. utt_duration=587 frames, utt_pad_proportion=0.06171, over 16892.71 utterances.], batch size: 31, lr: 7.29e-04
2022-08-22 00:51:03,842 INFO [train.py:927] (7/8) Epoch 4, batch 2450, giga_loss[loss=0.2365, simple_loss=0.3082, pruned_loss=0.08235, over 12402.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03484, over 80.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3139, pruned_loss=0.08124, over 2471933.79 frames. utt_duration=635.5 frames, utt_pad_proportion=0.06054, over 15594.98 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3196, pruned_loss=0.07719, over 1764224.68 frames. utt_duration=1273 frames, utt_pad_proportion=0.05201, over 5548.66 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3136, pruned_loss=0.08149, over 2472252.39 frames. utt_duration=597 frames, utt_pad_proportion=0.06169, over 16604.65 utterances.], batch size: 80, lr: 7.29e-04
2022-08-22 00:52:43,713 INFO [train.py:927] (7/8) Epoch 4, batch 2500, giga_loss[loss=0.1942, simple_loss=0.2729, pruned_loss=0.05775, over 12343.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03325, over 58.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.312, pruned_loss=0.08058, over 2472783.51 frames. utt_duration=635.3 frames, utt_pad_proportion=0.05702, over 15605.38 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3201, pruned_loss=0.07747, over 1788809.56 frames. utt_duration=1271 frames, utt_pad_proportion=0.05094, over 5636.23 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3113, pruned_loss=0.08072, over 2472878.72 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05857, over 16660.81 utterances.], batch size: 58, lr: 7.29e-04
2022-08-22 00:54:26,936 INFO [train.py:927] (7/8) Epoch 4, batch 2550, giga_loss[loss=0.2302, simple_loss=0.3066, pruned_loss=0.0769, over 12369.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03073, over 97.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3103, pruned_loss=0.07948, over 2473062.08 frames. utt_duration=642 frames, utt_pad_proportion=0.05267, over 15444.63 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3212, pruned_loss=0.07815, over 1802661.02 frames. utt_duration=1271 frames, utt_pad_proportion=0.05024, over 5681.19 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3087, pruned_loss=0.07919, over 2472894.61 frames. utt_duration=604 frames, utt_pad_proportion=0.05441, over 16417.83 utterances.], batch size: 97, lr: 7.29e-04
2022-08-22 00:56:09,221 INFO [train.py:927] (7/8) Epoch 4, batch 2600, giga_loss[loss=0.2549, simple_loss=0.3381, pruned_loss=0.08582, over 12370.00 frames. utt_duration=407 frames, utt_pad_proportion=0.0356, over 122.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3132, pruned_loss=0.08022, over 2473480.97 frames. utt_duration=612.9 frames, utt_pad_proportion=0.0531, over 16183.16 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3228, pruned_loss=0.07827, over 1805919.71 frames. utt_duration=1272 frames, utt_pad_proportion=0.05, over 5684.78 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3109, pruned_loss=0.07991, over 2473439.81 frames. utt_duration=583.7 frames, utt_pad_proportion=0.05448, over 16992.33 utterances.], batch size: 122, lr: 7.28e-04
2022-08-22 00:57:50,137 INFO [train.py:927] (7/8) Epoch 4, batch 2650, giga_loss[loss=0.2981, simple_loss=0.3581, pruned_loss=0.119, over 12370.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3141, pruned_loss=0.08027, over 2474364.48 frames. utt_duration=563.8 frames, utt_pad_proportion=0.05636, over 17601.44 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3224, pruned_loss=0.07821, over 1815846.99 frames. utt_duration=1277 frames, utt_pad_proportion=0.04929, over 5692.47 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3124, pruned_loss=0.08009, over 2474372.21 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05743, over 18371.88 utterances.], batch size: 258, lr: 7.28e-04
2022-08-22 00:59:29,467 INFO [train.py:927] (7/8) Epoch 4, batch 2700, giga_loss[loss=0.2463, simple_loss=0.319, pruned_loss=0.08681, over 12328.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03122, over 91.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3129, pruned_loss=0.07909, over 2474653.18 frames. utt_duration=548 frames, utt_pad_proportion=0.05625, over 18114.30 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3227, pruned_loss=0.07846, over 1822481.72 frames. utt_duration=1275 frames, utt_pad_proportion=0.04893, over 5722.45 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3113, pruned_loss=0.0788, over 2474606.01 frames. utt_duration=527.9 frames, utt_pad_proportion=0.0572, over 18802.79 utterances.], batch size: 91, lr: 7.28e-04
2022-08-22 01:01:09,278 INFO [train.py:927] (7/8) Epoch 4, batch 2750, giga_loss[loss=0.208, simple_loss=0.2957, pruned_loss=0.06012, over 12421.00 frames. utt_duration=754.2 frames, utt_pad_proportion=0.02427, over 66.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3134, pruned_loss=0.0793, over 2475248.49 frames. utt_duration=530.1 frames, utt_pad_proportion=0.05532, over 18729.46 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3222, pruned_loss=0.07856, over 1841344.22 frames. utt_duration=1281 frames, utt_pad_proportion=0.04768, over 5755.41 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3121, pruned_loss=0.07902, over 2475616.09 frames. utt_duration=507 frames, utt_pad_proportion=0.05648, over 19590.96 utterances.], batch size: 66, lr: 7.28e-04
2022-08-22 01:02:49,243 INFO [train.py:927] (7/8) Epoch 4, batch 2800, giga_loss[loss=0.2108, simple_loss=0.292, pruned_loss=0.06476, over 12470.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03804, over 31.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3151, pruned_loss=0.08019, over 2474772.53 frames. utt_duration=537.1 frames, utt_pad_proportion=0.05689, over 18483.17 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3224, pruned_loss=0.0788, over 1856727.51 frames. utt_duration=1285 frames, utt_pad_proportion=0.0465, over 5784.25 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3138, pruned_loss=0.07983, over 2475364.37 frames. utt_duration=510.9 frames, utt_pad_proportion=0.05814, over 19439.25 utterances.], batch size: 31, lr: 7.28e-04
2022-08-22 01:04:31,088 INFO [train.py:927] (7/8) Epoch 4, batch 2850, giga_loss[loss=0.2429, simple_loss=0.3156, pruned_loss=0.08508, over 12398.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03826, over 40.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.315, pruned_loss=0.07958, over 2474031.55 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05405, over 17207.57 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3223, pruned_loss=0.07869, over 1874174.71 frames. utt_duration=1293 frames, utt_pad_proportion=0.04519, over 5803.48 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3139, pruned_loss=0.07943, over 2475309.26 frames. utt_duration=542.9 frames, utt_pad_proportion=0.05572, over 18289.33 utterances.], batch size: 40, lr: 7.27e-04
2022-08-22 01:06:11,344 INFO [train.py:927] (7/8) Epoch 4, batch 2900, giga_loss[loss=0.2662, simple_loss=0.3395, pruned_loss=0.09642, over 12438.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03786, over 123.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3161, pruned_loss=0.08052, over 2474266.47 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05777, over 17802.78 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.322, pruned_loss=0.07861, over 1882947.32 frames. utt_duration=1296 frames, utt_pad_proportion=0.04453, over 5817.33 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3153, pruned_loss=0.08047, over 2475469.10 frames. utt_duration=528 frames, utt_pad_proportion=0.05913, over 18807.28 utterances.], batch size: 123, lr: 7.27e-04
2022-08-22 01:07:51,623 INFO [train.py:927] (7/8) Epoch 4, batch 2950, giga_loss[loss=0.2229, simple_loss=0.3093, pruned_loss=0.06824, over 12355.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02826, over 66.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3153, pruned_loss=0.08045, over 2473479.10 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05605, over 17028.54 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3221, pruned_loss=0.07891, over 1888678.67 frames. utt_duration=1297 frames, utt_pad_proportion=0.04409, over 5830.11 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3145, pruned_loss=0.08023, over 2474571.19 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05744, over 17910.89 utterances.], batch size: 66, lr: 7.27e-04
2022-08-22 01:09:32,418 INFO [train.py:927] (7/8) Epoch 4, batch 3000, giga_loss[loss=0.2024, simple_loss=0.286, pruned_loss=0.05941, over 12387.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03068, over 62.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3122, pruned_loss=0.07888, over 2473166.20 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05295, over 16265.24 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3232, pruned_loss=0.07954, over 1897122.57 frames. utt_duration=1296 frames, utt_pad_proportion=0.04358, over 5860.50 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3108, pruned_loss=0.07829, over 2474294.68 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05447, over 17081.60 utterances.], batch size: 62, lr: 7.27e-04
2022-08-22 01:09:32,420 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 01:09:46,048 INFO [train.py:967] (7/8) 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] (7/8) Epoch 4, batch 3050, giga_loss[loss=0.2236, simple_loss=0.298, pruned_loss=0.0746, over 12470.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.0413, over 31.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3136, pruned_loss=0.0784, over 2473372.84 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05608, over 17004.98 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3232, pruned_loss=0.0795, over 1910947.61 frames. utt_duration=1299 frames, utt_pad_proportion=0.04264, over 5891.65 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3123, pruned_loss=0.07793, over 2474689.20 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05747, over 17877.66 utterances.], batch size: 31, lr: 7.26e-04
2022-08-22 01:13:01,931 INFO [train.py:927] (7/8) Epoch 4, batch 3100, giga_loss[loss=0.1883, simple_loss=0.2769, pruned_loss=0.04985, over 12446.00 frames. utt_duration=859.8 frames, utt_pad_proportion=0.0252, over 58.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3144, pruned_loss=0.07899, over 2473793.78 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05381, over 17184.25 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3233, pruned_loss=0.07957, over 1922134.99 frames. utt_duration=1300 frames, utt_pad_proportion=0.04183, over 5920.59 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3131, pruned_loss=0.07856, over 2474826.16 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05534, over 18056.43 utterances.], batch size: 58, lr: 7.26e-04
2022-08-22 01:14:41,394 INFO [train.py:927] (7/8) Epoch 4, batch 3150, giga_loss[loss=0.2253, simple_loss=0.3031, pruned_loss=0.07375, over 12347.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02962, over 91.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3121, pruned_loss=0.07875, over 2473980.08 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05098, over 16526.34 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3225, pruned_loss=0.07917, over 1943930.72 frames. utt_duration=1306 frames, utt_pad_proportion=0.04061, over 5958.80 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3113, pruned_loss=0.07868, over 2474730.95 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05293, over 17593.62 utterances.], batch size: 91, lr: 7.26e-04
2022-08-22 01:16:19,714 INFO [train.py:927] (7/8) Epoch 4, batch 3200, giga_loss[loss=0.2099, simple_loss=0.2836, pruned_loss=0.06806, over 12476.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03605, over 40.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3101, pruned_loss=0.07837, over 2473532.49 frames. utt_duration=603.7 frames, utt_pad_proportion=0.05038, over 16429.70 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3217, pruned_loss=0.07893, over 1961380.56 frames. utt_duration=1315 frames, utt_pad_proportion=0.03934, over 5973.98 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3097, pruned_loss=0.07846, over 2474867.42 frames. utt_duration=563.6 frames, utt_pad_proportion=0.0525, over 17611.73 utterances.], batch size: 40, lr: 7.26e-04
2022-08-22 01:17:59,528 INFO [train.py:927] (7/8) Epoch 4, batch 3250, giga_loss[loss=0.2003, simple_loss=0.2785, pruned_loss=0.06103, over 12335.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03074, over 48.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3072, pruned_loss=0.07664, over 2472919.12 frames. utt_duration=613.6 frames, utt_pad_proportion=0.05013, over 16161.31 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3217, pruned_loss=0.07886, over 1978415.90 frames. utt_duration=1302 frames, utt_pad_proportion=0.04436, over 6084.11 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3064, pruned_loss=0.07673, over 2474567.44 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05028, over 17345.24 utterances.], batch size: 48, lr: 7.26e-04
2022-08-22 01:19:39,495 INFO [train.py:927] (7/8) Epoch 4, batch 3300, giga_loss[loss=0.1805, simple_loss=0.2629, pruned_loss=0.04908, over 12464.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03481, over 86.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3034, pruned_loss=0.0752, over 2472892.02 frames. utt_duration=616.8 frames, utt_pad_proportion=0.05071, over 16075.91 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3214, pruned_loss=0.07872, over 1990334.95 frames. utt_duration=1307 frames, utt_pad_proportion=0.04335, over 6099.84 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3027, pruned_loss=0.07532, over 2474480.80 frames. utt_duration=575.9 frames, utt_pad_proportion=0.05118, over 17231.03 utterances.], batch size: 86, lr: 7.25e-04
2022-08-22 01:21:19,972 INFO [train.py:927] (7/8) Epoch 4, batch 3350, giga_loss[loss=0.2353, simple_loss=0.3239, pruned_loss=0.07337, over 12476.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03073, over 37.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3052, pruned_loss=0.07638, over 2473561.90 frames. utt_duration=606.7 frames, utt_pad_proportion=0.05339, over 16349.18 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3214, pruned_loss=0.07896, over 1999741.53 frames. utt_duration=1309 frames, utt_pad_proportion=0.04257, over 6119.69 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3043, pruned_loss=0.07626, over 2474989.35 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05389, over 17418.58 utterances.], batch size: 37, lr: 7.25e-04
2022-08-22 01:23:00,481 INFO [train.py:927] (7/8) Epoch 4, batch 3400, libri_loss[loss=0.3248, simple_loss=0.3939, pruned_loss=0.1278, over 12347.00 frames. utt_duration=434.6 frames, utt_pad_proportion=0.3156, over 114.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3106, pruned_loss=0.07863, over 2472985.50 frames. utt_duration=596 frames, utt_pad_proportion=0.05643, over 16639.95 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3233, pruned_loss=0.07951, over 2013683.67 frames. utt_duration=1294 frames, utt_pad_proportion=0.04654, over 6232.64 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3082, pruned_loss=0.07807, over 2474222.67 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05539, over 17665.72 utterances.], batch size: 114, lr: 7.25e-04
2022-08-22 01:24:41,863 INFO [train.py:927] (7/8) Epoch 4, batch 3450, giga_loss[loss=0.2332, simple_loss=0.3164, pruned_loss=0.07502, over 12361.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03192, over 58.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3122, pruned_loss=0.07909, over 2473116.20 frames. utt_duration=600.5 frames, utt_pad_proportion=0.0537, over 16515.12 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3232, pruned_loss=0.07955, over 2020456.51 frames. utt_duration=1295 frames, utt_pad_proportion=0.04592, over 6246.11 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3102, pruned_loss=0.07861, over 2474162.89 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05325, over 17448.73 utterances.], batch size: 58, lr: 7.25e-04
2022-08-22 01:26:29,186 INFO [train.py:927] (7/8) Epoch 4, batch 3500, giga_loss[loss=0.2844, simple_loss=0.353, pruned_loss=0.1079, over 12350.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03284, over 97.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3211, pruned_loss=0.08681, over 2473739.35 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06235, over 18190.55 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.323, pruned_loss=0.07946, over 2027292.60 frames. utt_duration=1299 frames, utt_pad_proportion=0.04545, over 6249.46 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3195, pruned_loss=0.08652, over 2474496.52 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06185, over 19067.96 utterances.], batch size: 97, lr: 7.24e-04
2022-08-22 01:28:17,174 INFO [train.py:927] (7/8) Epoch 4, batch 3550, giga_loss[loss=0.2748, simple_loss=0.3544, pruned_loss=0.09758, over 12417.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03208, over 80.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3261, pruned_loss=0.09045, over 2474419.05 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06779, over 18685.99 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3231, pruned_loss=0.07954, over 2036181.56 frames. utt_duration=1301 frames, utt_pad_proportion=0.04458, over 6267.35 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3248, pruned_loss=0.09031, over 2474985.78 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06752, over 19576.12 utterances.], batch size: 80, lr: 7.24e-04
2022-08-22 01:30:03,320 INFO [train.py:927] (7/8) Epoch 4, batch 3600, giga_loss[loss=0.2651, simple_loss=0.3358, pruned_loss=0.09719, over 12358.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03007, over 85.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3338, pruned_loss=0.09622, over 2474362.88 frames. utt_duration=517.4 frames, utt_pad_proportion=0.07201, over 19182.59 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3238, pruned_loss=0.07946, over 2040737.27 frames. utt_duration=1303 frames, utt_pad_proportion=0.0442, over 6272.69 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3323, pruned_loss=0.0963, over 2474642.03 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07183, over 19992.91 utterances.], batch size: 85, lr: 7.24e-04
2022-08-22 01:31:48,218 INFO [train.py:927] (7/8) Epoch 4, batch 3650, giga_loss[loss=0.2516, simple_loss=0.3338, pruned_loss=0.08469, over 12453.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.339, pruned_loss=0.1006, over 2474355.25 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07195, over 19840.72 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3235, pruned_loss=0.07936, over 2053556.18 frames. utt_duration=1309 frames, utt_pad_proportion=0.04304, over 6280.34 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3384, pruned_loss=0.1013, over 2474613.83 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07238, over 20856.72 utterances.], batch size: 75, lr: 7.24e-04
2022-08-22 01:33:35,691 INFO [train.py:927] (7/8) Epoch 4, batch 3700, giga_loss[loss=0.3936, simple_loss=0.4233, pruned_loss=0.1819, over 12367.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.3456, pruned_loss=0.1077, over 2474234.47 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07695, over 21400.43 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3228, pruned_loss=0.07912, over 2063699.55 frames. utt_duration=1313 frames, utt_pad_proportion=0.04214, over 6292.21 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3461, pruned_loss=0.109, over 2474662.54 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07745, over 22517.76 utterances.], batch size: 258, lr: 7.24e-04
2022-08-22 01:35:26,006 INFO [train.py:927] (7/8) Epoch 4, batch 3750, giga_loss[loss=0.2439, simple_loss=0.3102, pruned_loss=0.08879, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03388, over 42.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.349, pruned_loss=0.1106, over 2474131.57 frames. utt_duration=460.7 frames, utt_pad_proportion=0.0787, over 21549.68 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3231, pruned_loss=0.0795, over 2075597.24 frames. utt_duration=1302 frames, utt_pad_proportion=0.04602, over 6384.28 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3498, pruned_loss=0.1121, over 2474735.63 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07835, over 22764.65 utterances.], batch size: 42, lr: 7.23e-04
2022-08-22 01:37:13,187 INFO [train.py:927] (7/8) Epoch 4, batch 3800, giga_loss[loss=0.3459, simple_loss=0.3743, pruned_loss=0.1588, over 12348.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2027, over 368.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3484, pruned_loss=0.1108, over 2473510.41 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07769, over 21277.73 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3233, pruned_loss=0.07959, over 2085021.74 frames. utt_duration=1304 frames, utt_pad_proportion=0.04549, over 6404.60 utterances.], giga_tot_loss[loss=0.2874, simple_loss=0.3495, pruned_loss=0.1127, over 2474369.19 frames. utt_duration=440.1 frames, utt_pad_proportion=0.0778, over 22565.69 utterances.], batch size: 368, lr: 7.23e-04
2022-08-22 01:38:56,331 INFO [train.py:927] (7/8) Epoch 4, batch 3850, giga_loss[loss=0.321, simple_loss=0.3694, pruned_loss=0.1363, over 12431.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06632, over 184.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3504, pruned_loss=0.1119, over 2473863.08 frames. utt_duration=462.1 frames, utt_pad_proportion=0.0762, over 21484.13 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3231, pruned_loss=0.07962, over 2092831.11 frames. utt_duration=1293 frames, utt_pad_proportion=0.04964, over 6483.71 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.3519, pruned_loss=0.1139, over 2474465.27 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07559, over 22702.29 utterances.], batch size: 184, lr: 7.23e-04
2022-08-22 01:40:41,876 INFO [train.py:927] (7/8) Epoch 4, batch 3900, giga_loss[loss=0.2335, simple_loss=0.3139, pruned_loss=0.07655, over 12466.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03452, over 86.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.3522, pruned_loss=0.1135, over 2473728.24 frames. utt_duration=427.4 frames, utt_pad_proportion=0.08328, over 23229.09 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3228, pruned_loss=0.07948, over 2100018.26 frames. utt_duration=1296 frames, utt_pad_proportion=0.04898, over 6487.12 utterances.], giga_tot_loss[loss=0.2929, simple_loss=0.3541, pruned_loss=0.1158, over 2474543.08 frames. utt_duration=405.6 frames, utt_pad_proportion=0.08286, over 24494.57 utterances.], batch size: 86, lr: 7.23e-04
2022-08-22 01:42:28,298 INFO [train.py:927] (7/8) Epoch 4, batch 3950, giga_loss[loss=0.2622, simple_loss=0.3327, pruned_loss=0.09586, over 12341.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03075, over 70.00 utterances.], tot_loss[loss=0.2879, simple_loss=0.3524, pruned_loss=0.1117, over 2474201.18 frames. utt_duration=421 frames, utt_pad_proportion=0.084, over 23591.26 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.324, pruned_loss=0.07943, over 2107424.73 frames. utt_duration=1301 frames, utt_pad_proportion=0.04813, over 6487.37 utterances.], giga_tot_loss[loss=0.2909, simple_loss=0.3534, pruned_loss=0.1142, over 2474873.21 frames. utt_duration=398.9 frames, utt_pad_proportion=0.08402, over 24908.81 utterances.], batch size: 70, lr: 7.23e-04
2022-08-22 01:44:14,137 INFO [train.py:927] (7/8) Epoch 4, batch 4000, libri_loss[loss=0.2874, simple_loss=0.369, pruned_loss=0.1029, over 12465.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004785, over 35.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3495, pruned_loss=0.1086, over 2474882.22 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07913, over 22664.48 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3246, pruned_loss=0.07968, over 2114617.90 frames. utt_duration=1303 frames, utt_pad_proportion=0.04723, over 6498.52 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3503, pruned_loss=0.1109, over 2475491.29 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07979, over 24009.30 utterances.], batch size: 35, lr: 7.22e-04
2022-08-22 01:45:57,904 INFO [train.py:927] (7/8) Epoch 4, batch 4050, giga_loss[loss=0.2572, simple_loss=0.3237, pruned_loss=0.09529, over 12153.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.0349, over 36.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3467, pruned_loss=0.1067, over 2474862.53 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07964, over 22192.11 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3242, pruned_loss=0.07955, over 2121649.87 frames. utt_duration=1306 frames, utt_pad_proportion=0.04645, over 6504.56 utterances.], giga_tot_loss[loss=0.2832, simple_loss=0.348, pruned_loss=0.1092, over 2475453.46 frames. utt_duration=422 frames, utt_pad_proportion=0.08053, over 23546.32 utterances.], batch size: 36, lr: 7.22e-04
2022-08-22 01:47:49,671 INFO [train.py:927] (7/8) Epoch 4, batch 4100, libri_loss[loss=0.2193, simple_loss=0.2948, pruned_loss=0.07193, over 12349.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005671, over 33.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3438, pruned_loss=0.1045, over 2474878.40 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07808, over 21695.99 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3238, pruned_loss=0.0794, over 2128485.26 frames. utt_duration=1309 frames, utt_pad_proportion=0.04565, over 6513.39 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3455, pruned_loss=0.1071, over 2475522.01 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07927, over 23048.01 utterances.], batch size: 33, lr: 7.22e-04
2022-08-22 01:49:35,662 INFO [train.py:927] (7/8) Epoch 4, batch 4150, giga_loss[loss=0.2591, simple_loss=0.3402, pruned_loss=0.08898, over 12479.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04201, over 34.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.345, pruned_loss=0.1031, over 2475390.66 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07757, over 21766.86 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3239, pruned_loss=0.07973, over 2135487.24 frames. utt_duration=1296 frames, utt_pad_proportion=0.04998, over 6601.03 utterances.], giga_tot_loss[loss=0.2786, simple_loss=0.3467, pruned_loss=0.1053, over 2475791.26 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07766, over 23045.38 utterances.], batch size: 34, lr: 7.22e-04
2022-08-22 01:51:21,876 INFO [train.py:927] (7/8) Epoch 4, batch 4200, giga_loss[loss=0.3477, simple_loss=0.3843, pruned_loss=0.1556, over 12381.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1077, over 259.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.3451, pruned_loss=0.1035, over 2475330.22 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07472, over 21742.80 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3239, pruned_loss=0.07976, over 2138968.45 frames. utt_duration=1297 frames, utt_pad_proportion=0.04952, over 6604.01 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3467, pruned_loss=0.1054, over 2475570.71 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07511, over 22872.25 utterances.], batch size: 259, lr: 7.21e-04
2022-08-22 01:53:06,831 INFO [train.py:927] (7/8) Epoch 4, batch 4250, libri_loss[loss=0.2331, simple_loss=0.3188, pruned_loss=0.07372, over 12125.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005795, over 32.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.344, pruned_loss=0.1032, over 2475199.16 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07374, over 22017.42 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3249, pruned_loss=0.07972, over 2145138.38 frames. utt_duration=1301 frames, utt_pad_proportion=0.04882, over 6603.97 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3448, pruned_loss=0.1051, over 2475858.08 frames. utt_duration=428.4 frames, utt_pad_proportion=0.0744, over 23197.48 utterances.], batch size: 32, lr: 7.21e-04
2022-08-22 01:54:54,696 INFO [train.py:927] (7/8) Epoch 4, batch 4300, giga_loss[loss=0.3314, simple_loss=0.3713, pruned_loss=0.1458, over 12408.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1097, over 260.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3423, pruned_loss=0.1022, over 2474968.77 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07782, over 21765.82 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.325, pruned_loss=0.07963, over 2151595.67 frames. utt_duration=1302 frames, utt_pad_proportion=0.0481, over 6616.73 utterances.], giga_tot_loss[loss=0.2759, simple_loss=0.3432, pruned_loss=0.1043, over 2475589.56 frames. utt_duration=432.7 frames, utt_pad_proportion=0.0785, over 22961.36 utterances.], batch size: 260, lr: 7.21e-04
2022-08-22 01:56:37,940 INFO [train.py:927] (7/8) Epoch 4, batch 4350, giga_loss[loss=0.3207, simple_loss=0.3714, pruned_loss=0.135, over 12394.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06353, over 183.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3416, pruned_loss=0.101, over 2473793.47 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07676, over 21269.35 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3246, pruned_loss=0.07944, over 2159328.58 frames. utt_duration=1308 frames, utt_pad_proportion=0.04711, over 6613.33 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.343, pruned_loss=0.1033, over 2474503.31 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07782, over 22555.16 utterances.], batch size: 183, lr: 7.21e-04
2022-08-22 01:58:25,456 INFO [train.py:927] (7/8) Epoch 4, batch 4400, giga_loss[loss=0.2511, simple_loss=0.3208, pruned_loss=0.09065, over 12395.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03355, over 80.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3397, pruned_loss=0.1005, over 2474501.28 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07728, over 21767.64 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3241, pruned_loss=0.07944, over 2165391.24 frames. utt_duration=1313 frames, utt_pad_proportion=0.04636, over 6606.09 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3416, pruned_loss=0.1027, over 2475235.34 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07843, over 23078.51 utterances.], batch size: 80, lr: 7.21e-04
2022-08-22 02:00:11,637 INFO [train.py:927] (7/8) Epoch 4, batch 4450, giga_loss[loss=0.2537, simple_loss=0.3207, pruned_loss=0.09333, over 12460.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03523, over 86.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.339, pruned_loss=0.1007, over 2475045.89 frames. utt_duration=459 frames, utt_pad_proportion=0.07439, over 21635.53 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3242, pruned_loss=0.07954, over 2171305.88 frames. utt_duration=1298 frames, utt_pad_proportion=0.0507, over 6697.60 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3407, pruned_loss=0.1027, over 2475841.09 frames. utt_duration=434.6 frames, utt_pad_proportion=0.0747, over 22861.69 utterances.], batch size: 86, lr: 7.20e-04
2022-08-22 02:01:54,720 INFO [train.py:927] (7/8) Epoch 4, batch 4500, giga_loss[loss=0.2334, simple_loss=0.307, pruned_loss=0.07985, over 12367.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03147, over 51.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3367, pruned_loss=0.0997, over 2475221.63 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07616, over 21318.90 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3242, pruned_loss=0.07967, over 2183429.81 frames. utt_duration=1284 frames, utt_pad_proportion=0.05398, over 6811.09 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3385, pruned_loss=0.102, over 2475720.80 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07586, over 22726.78 utterances.], batch size: 51, lr: 7.20e-04
2022-08-22 02:03:41,978 INFO [train.py:927] (7/8) Epoch 4, batch 4550, giga_loss[loss=0.2529, simple_loss=0.3266, pruned_loss=0.08957, over 12394.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02623, over 91.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3356, pruned_loss=0.09905, over 2475271.42 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07858, over 21195.96 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3244, pruned_loss=0.07969, over 2190380.76 frames. utt_duration=1279 frames, utt_pad_proportion=0.05395, over 6860.15 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3372, pruned_loss=0.1013, over 2475897.95 frames. utt_duration=440 frames, utt_pad_proportion=0.07838, over 22580.08 utterances.], batch size: 91, lr: 7.20e-04
2022-08-22 02:05:25,621 INFO [train.py:927] (7/8) Epoch 4, batch 4600, giga_loss[loss=0.2461, simple_loss=0.3278, pruned_loss=0.08225, over 12356.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03208, over 51.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.335, pruned_loss=0.09826, over 2474883.84 frames. utt_duration=461.4 frames, utt_pad_proportion=0.08393, over 21521.87 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3248, pruned_loss=0.07999, over 2194633.81 frames. utt_duration=1264 frames, utt_pad_proportion=0.05799, over 6954.39 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3361, pruned_loss=0.1, over 2475383.40 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08272, over 22726.32 utterances.], batch size: 51, lr: 7.20e-04
2022-08-22 02:07:10,137 INFO [train.py:927] (7/8) Epoch 4, batch 4650, giga_loss[loss=0.2345, simple_loss=0.3167, pruned_loss=0.07616, over 12336.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03064, over 91.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3351, pruned_loss=0.09704, over 2474553.00 frames. utt_duration=468.2 frames, utt_pad_proportion=0.08003, over 21208.24 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3257, pruned_loss=0.08009, over 2197324.00 frames. utt_duration=1266 frames, utt_pad_proportion=0.05753, over 6950.88 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3353, pruned_loss=0.09851, over 2475030.46 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07942, over 22282.63 utterances.], batch size: 91, lr: 7.19e-04
2022-08-22 02:08:55,392 INFO [train.py:927] (7/8) Epoch 4, batch 4700, giga_loss[loss=0.2905, simple_loss=0.3506, pruned_loss=0.1152, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04493, over 146.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3367, pruned_loss=0.09841, over 2474330.15 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07759, over 20474.65 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3262, pruned_loss=0.08016, over 2205290.70 frames. utt_duration=1268 frames, utt_pad_proportion=0.05642, over 6963.23 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3368, pruned_loss=0.1, over 2474957.60 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07773, over 21711.83 utterances.], batch size: 146, lr: 7.19e-04
2022-08-22 02:10:37,271 INFO [train.py:927] (7/8) Epoch 4, batch 4750, giga_loss[loss=0.3052, simple_loss=0.3553, pruned_loss=0.1276, over 12439.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04123, over 146.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3363, pruned_loss=0.09931, over 2473838.88 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07133, over 19879.38 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3257, pruned_loss=0.08003, over 2214457.19 frames. utt_duration=1272 frames, utt_pad_proportion=0.05507, over 6974.56 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3371, pruned_loss=0.1013, over 2474442.41 frames. utt_duration=466.5 frames, utt_pad_proportion=0.0724, over 21285.13 utterances.], batch size: 146, lr: 7.19e-04
2022-08-22 02:12:21,246 INFO [train.py:927] (7/8) Epoch 4, batch 4800, giga_loss[loss=0.2711, simple_loss=0.3381, pruned_loss=0.102, over 12454.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04046, over 114.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3353, pruned_loss=0.09935, over 2474387.73 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06764, over 19801.75 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3256, pruned_loss=0.08005, over 2217103.68 frames. utt_duration=1273 frames, utt_pad_proportion=0.05459, over 6976.79 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3361, pruned_loss=0.1011, over 2474822.30 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06889, over 21017.15 utterances.], batch size: 114, lr: 7.19e-04
2022-08-22 02:14:03,096 INFO [train.py:927] (7/8) Epoch 4, batch 4850, giga_loss[loss=0.2516, simple_loss=0.3258, pruned_loss=0.08872, over 12428.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03265, over 80.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3349, pruned_loss=0.09778, over 2473700.97 frames. utt_duration=518 frames, utt_pad_proportion=0.06551, over 19154.77 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3252, pruned_loss=0.07991, over 2225901.16 frames. utt_duration=1280 frames, utt_pad_proportion=0.05307, over 6965.81 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3363, pruned_loss=0.09988, over 2474082.30 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06725, over 20533.85 utterances.], batch size: 80, lr: 7.19e-04
2022-08-22 02:15:52,236 INFO [train.py:927] (7/8) Epoch 4, batch 4900, giga_loss[loss=0.2643, simple_loss=0.3302, pruned_loss=0.09916, over 12353.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03537, over 104.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3343, pruned_loss=0.09734, over 2473163.08 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06367, over 18731.52 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3254, pruned_loss=0.07954, over 2231826.90 frames. utt_duration=1283 frames, utt_pad_proportion=0.05198, over 6964.65 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3353, pruned_loss=0.09974, over 2473675.96 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06564, over 20104.70 utterances.], batch size: 104, lr: 7.18e-04
2022-08-22 02:17:33,393 INFO [train.py:927] (7/8) Epoch 4, batch 4950, giga_loss[loss=0.2553, simple_loss=0.3343, pruned_loss=0.08818, over 12400.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.0288, over 62.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3338, pruned_loss=0.09702, over 2473509.66 frames. utt_duration=512 frames, utt_pad_proportion=0.06974, over 19380.38 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3252, pruned_loss=0.07935, over 2239879.72 frames. utt_duration=1261 frames, utt_pad_proportion=0.06053, over 7114.59 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.335, pruned_loss=0.09965, over 2474169.49 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06838, over 20716.76 utterances.], batch size: 62, lr: 7.18e-04
2022-08-22 02:19:22,304 INFO [train.py:927] (7/8) Epoch 4, batch 5000, giga_loss[loss=0.2509, simple_loss=0.3424, pruned_loss=0.07966, over 12434.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02932, over 80.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3391, pruned_loss=0.09949, over 2474438.86 frames. utt_duration=474 frames, utt_pad_proportion=0.07187, over 20946.22 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3253, pruned_loss=0.07945, over 2241100.32 frames. utt_duration=1256 frames, utt_pad_proportion=0.06112, over 7144.01 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3401, pruned_loss=0.1016, over 2474907.41 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07063, over 22027.01 utterances.], batch size: 80, lr: 7.18e-04
2022-08-22 02:21:06,829 INFO [train.py:927] (7/8) Epoch 4, batch 5050, giga_loss[loss=0.2882, simple_loss=0.3516, pruned_loss=0.1123, over 12397.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02388, over 66.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3417, pruned_loss=0.1014, over 2474177.25 frames. utt_duration=485.7 frames, utt_pad_proportion=0.06721, over 20437.26 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3253, pruned_loss=0.07972, over 2244423.53 frames. utt_duration=1259 frames, utt_pad_proportion=0.06053, over 7140.94 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3427, pruned_loss=0.1031, over 2474692.34 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06663, over 21480.28 utterances.], batch size: 66, lr: 7.18e-04
2022-08-22 02:22:52,351 INFO [train.py:927] (7/8) Epoch 4, batch 5100, giga_loss[loss=0.3242, simple_loss=0.3693, pruned_loss=0.1395, over 12374.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0604, over 182.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3426, pruned_loss=0.1033, over 2474254.95 frames. utt_duration=489.5 frames, utt_pad_proportion=0.0683, over 20279.42 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3252, pruned_loss=0.07994, over 2250052.75 frames. utt_duration=1262 frames, utt_pad_proportion=0.05929, over 7139.33 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3439, pruned_loss=0.105, over 2474729.35 frames. utt_duration=463.4 frames, utt_pad_proportion=0.06824, over 21428.62 utterances.], batch size: 182, lr: 7.18e-04
2022-08-22 02:24:35,598 INFO [train.py:927] (7/8) Epoch 4, batch 5150, giga_loss[loss=0.272, simple_loss=0.3393, pruned_loss=0.1023, over 12414.00 frames. utt_duration=273 frames, utt_pad_proportion=0.0618, over 183.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3413, pruned_loss=0.1025, over 2474628.52 frames. utt_duration=498.3 frames, utt_pad_proportion=0.0681, over 19922.25 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3251, pruned_loss=0.07991, over 2257755.21 frames. utt_duration=1261 frames, utt_pad_proportion=0.05842, over 7168.74 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.343, pruned_loss=0.1046, over 2475064.29 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06846, over 21233.41 utterances.], batch size: 183, lr: 7.17e-04
2022-08-22 02:26:18,167 INFO [train.py:927] (7/8) Epoch 4, batch 5200, giga_loss[loss=0.3027, simple_loss=0.3554, pruned_loss=0.1249, over 12379.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3406, pruned_loss=0.1029, over 2474923.46 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07001, over 20280.36 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3251, pruned_loss=0.07971, over 2260928.53 frames. utt_duration=1263 frames, utt_pad_proportion=0.05775, over 7171.16 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3422, pruned_loss=0.1051, over 2475326.96 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07048, over 21490.13 utterances.], batch size: 182, lr: 7.17e-04
2022-08-22 02:28:03,446 INFO [train.py:927] (7/8) Epoch 4, batch 5250, libri_loss[loss=0.2458, simple_loss=0.328, pruned_loss=0.08183, over 12430.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01535, over 40.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3408, pruned_loss=0.1039, over 2475389.67 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07344, over 20667.89 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3249, pruned_loss=0.07967, over 2266199.41 frames. utt_duration=1265 frames, utt_pad_proportion=0.05658, over 7173.85 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3425, pruned_loss=0.1062, over 2475756.81 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07407, over 21927.71 utterances.], batch size: 40, lr: 7.17e-04
2022-08-22 02:29:48,123 INFO [train.py:927] (7/8) Epoch 4, batch 5300, giga_loss[loss=0.2549, simple_loss=0.332, pruned_loss=0.08886, over 12342.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03001, over 91.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3393, pruned_loss=0.1034, over 2474969.40 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07028, over 20162.33 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3247, pruned_loss=0.07956, over 2268895.65 frames. utt_duration=1268 frames, utt_pad_proportion=0.05587, over 7168.27 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.341, pruned_loss=0.1056, over 2475640.23 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07122, over 21335.53 utterances.], batch size: 91, lr: 7.17e-04
2022-08-22 02:31:30,949 INFO [train.py:927] (7/8) Epoch 4, batch 5350, giga_loss[loss=0.3113, simple_loss=0.3727, pruned_loss=0.1249, over 12318.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02862, over 74.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3403, pruned_loss=0.1035, over 2474554.58 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07369, over 20384.13 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3247, pruned_loss=0.07954, over 2273813.46 frames. utt_duration=1272 frames, utt_pad_proportion=0.05475, over 7159.07 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.342, pruned_loss=0.1058, over 2475259.09 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07468, over 21626.27 utterances.], batch size: 74, lr: 7.16e-04
2022-08-22 02:33:17,628 INFO [train.py:927] (7/8) Epoch 4, batch 5400, libri_loss[loss=0.2195, simple_loss=0.3025, pruned_loss=0.06829, over 12282.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006266, over 32.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3406, pruned_loss=0.1026, over 2474844.93 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07244, over 19872.02 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3252, pruned_loss=0.07946, over 2280047.44 frames. utt_duration=1278 frames, utt_pad_proportion=0.0532, over 7146.66 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3422, pruned_loss=0.1054, over 2476062.58 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07398, over 21300.96 utterances.], batch size: 32, lr: 7.16e-04
2022-08-22 02:35:00,470 INFO [train.py:927] (7/8) Epoch 4, batch 5450, giga_loss[loss=0.2782, simple_loss=0.3551, pruned_loss=0.1006, over 12378.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.0277, over 66.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3427, pruned_loss=0.1013, over 2474484.56 frames. utt_duration=508.9 frames, utt_pad_proportion=0.07309, over 19507.45 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3256, pruned_loss=0.07956, over 2285794.07 frames. utt_duration=1263 frames, utt_pad_proportion=0.05742, over 7248.98 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.344, pruned_loss=0.104, over 2475479.98 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07313, over 20876.71 utterances.], batch size: 66, lr: 7.16e-04
2022-08-22 02:36:42,626 INFO [train.py:927] (7/8) Epoch 4, batch 5500, giga_loss[loss=0.3022, simple_loss=0.3643, pruned_loss=0.12, over 12396.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.0289, over 62.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.344, pruned_loss=0.1023, over 2473920.39 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06799, over 18899.64 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3248, pruned_loss=0.07933, over 2289813.08 frames. utt_duration=1269 frames, utt_pad_proportion=0.05634, over 7224.98 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.346, pruned_loss=0.1051, over 2475276.23 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06878, over 20270.88 utterances.], batch size: 62, lr: 7.16e-04
2022-08-22 02:38:29,623 INFO [train.py:927] (7/8) Epoch 4, batch 5550, giga_loss[loss=0.2741, simple_loss=0.3425, pruned_loss=0.1029, over 12450.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03293, over 123.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.344, pruned_loss=0.1037, over 2473778.93 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06663, over 19034.56 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3243, pruned_loss=0.07926, over 2293187.23 frames. utt_duration=1275 frames, utt_pad_proportion=0.05552, over 7201.65 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3464, pruned_loss=0.1064, over 2475123.66 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06764, over 20361.33 utterances.], batch size: 123, lr: 7.16e-04
2022-08-22 02:40:09,759 INFO [train.py:927] (7/8) Epoch 4, batch 5600, giga_loss[loss=0.2732, simple_loss=0.3392, pruned_loss=0.1036, over 12360.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02975, over 85.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.3439, pruned_loss=0.1033, over 2473069.62 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06589, over 19467.58 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3236, pruned_loss=0.0791, over 2296076.37 frames. utt_duration=1281 frames, utt_pad_proportion=0.055, over 7175.79 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3468, pruned_loss=0.106, over 2474765.96 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06694, over 20770.71 utterances.], batch size: 85, lr: 7.15e-04
2022-08-22 02:41:52,842 INFO [train.py:927] (7/8) Epoch 4, batch 5650, libri_loss[loss=0.1991, simple_loss=0.2732, pruned_loss=0.06247, over 12220.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.03163, over 27.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3433, pruned_loss=0.1009, over 2473413.47 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06575, over 19106.14 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3235, pruned_loss=0.07903, over 2302602.20 frames. utt_duration=1288 frames, utt_pad_proportion=0.0535, over 7156.99 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3466, pruned_loss=0.1041, over 2475235.88 frames. utt_duration=481 frames, utt_pad_proportion=0.06727, over 20648.78 utterances.], batch size: 27, lr: 7.15e-04
2022-08-22 02:43:35,662 INFO [train.py:927] (7/8) Epoch 4, batch 5700, giga_loss[loss=0.2742, simple_loss=0.3554, pruned_loss=0.09651, over 12467.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02749, over 55.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3428, pruned_loss=0.1008, over 2473605.55 frames. utt_duration=506.5 frames, utt_pad_proportion=0.07241, over 19592.33 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3228, pruned_loss=0.07861, over 2308492.63 frames. utt_duration=1289 frames, utt_pad_proportion=0.05295, over 7170.18 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3467, pruned_loss=0.1044, over 2475832.26 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07342, over 21246.70 utterances.], batch size: 55, lr: 7.15e-04
2022-08-22 02:45:17,473 INFO [train.py:927] (7/8) Epoch 4, batch 5750, giga_loss[loss=0.3505, simple_loss=0.3877, pruned_loss=0.1566, over 12363.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3418, pruned_loss=0.101, over 2474189.30 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07223, over 20369.87 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3228, pruned_loss=0.07842, over 2312571.27 frames. utt_duration=1289 frames, utt_pad_proportion=0.05189, over 7184.78 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.3453, pruned_loss=0.1046, over 2475986.97 frames. utt_duration=452.4 frames, utt_pad_proportion=0.0735, over 21963.17 utterances.], batch size: 257, lr: 7.15e-04
2022-08-22 02:47:02,107 INFO [train.py:927] (7/8) Epoch 4, batch 5800, giga_loss[loss=0.2726, simple_loss=0.3433, pruned_loss=0.1009, over 12381.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02833, over 85.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3404, pruned_loss=0.1012, over 2474649.73 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07059, over 20465.13 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3222, pruned_loss=0.07817, over 2316459.55 frames. utt_duration=1288 frames, utt_pad_proportion=0.05168, over 7199.91 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3441, pruned_loss=0.1048, over 2476192.03 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07192, over 22019.91 utterances.], batch size: 85, lr: 7.15e-04
2022-08-22 02:48:45,351 INFO [train.py:927] (7/8) Epoch 4, batch 5850, giga_loss[loss=0.2534, simple_loss=0.3283, pruned_loss=0.08923, over 12402.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04382, over 146.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3402, pruned_loss=0.1016, over 2474217.92 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07075, over 20304.13 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3223, pruned_loss=0.07787, over 2322899.68 frames. utt_duration=1296 frames, utt_pad_proportion=0.04988, over 7179.35 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3439, pruned_loss=0.1057, over 2475961.41 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07264, over 22147.61 utterances.], batch size: 146, lr: 7.14e-04
2022-08-22 02:50:23,127 INFO [train.py:927] (7/8) Epoch 4, batch 5900, giga_loss[loss=0.2325, simple_loss=0.3084, pruned_loss=0.07834, over 12214.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.02948, over 45.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.337, pruned_loss=0.09863, over 2474725.35 frames. utt_duration=473 frames, utt_pad_proportion=0.07065, over 20994.11 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3219, pruned_loss=0.07771, over 2326827.29 frames. utt_duration=1298 frames, utt_pad_proportion=0.04894, over 7176.87 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3406, pruned_loss=0.1026, over 2475957.72 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07254, over 22782.13 utterances.], batch size: 45, lr: 7.14e-04
2022-08-22 02:52:08,691 INFO [train.py:927] (7/8) Epoch 4, batch 5950, giga_loss[loss=0.2556, simple_loss=0.3264, pruned_loss=0.09242, over 12471.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02987, over 75.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3359, pruned_loss=0.09834, over 2474591.94 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06925, over 21431.48 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.322, pruned_loss=0.07766, over 2327583.16 frames. utt_duration=1298 frames, utt_pad_proportion=0.04872, over 7178.99 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3388, pruned_loss=0.1016, over 2475543.67 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07089, over 22883.98 utterances.], batch size: 75, lr: 7.14e-04
2022-08-22 02:53:53,229 INFO [train.py:927] (7/8) Epoch 4, batch 6000, giga_loss[loss=0.3273, simple_loss=0.367, pruned_loss=0.1438, over 12363.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1884, over 362.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3332, pruned_loss=0.09772, over 2473633.21 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07242, over 21210.97 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3215, pruned_loss=0.07752, over 2330727.90 frames. utt_duration=1302 frames, utt_pad_proportion=0.04794, over 7167.55 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3362, pruned_loss=0.1009, over 2474832.06 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07385, over 22692.36 utterances.], batch size: 362, lr: 7.14e-04
2022-08-22 02:53:53,230 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 02:54:06,244 INFO [train.py:967] (7/8) Epoch 4, validation: loss=0.2011, simple_loss=0.3076, pruned_loss=0.04733, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 02:55:47,434 INFO [train.py:927] (7/8) Epoch 4, batch 6050, giga_loss[loss=0.322, simple_loss=0.3644, pruned_loss=0.1398, over 12367.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2076, over 371.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3339, pruned_loss=0.09791, over 2473736.94 frames. utt_duration=472 frames, utt_pad_proportion=0.07611, over 21027.53 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3213, pruned_loss=0.0775, over 2332796.51 frames. utt_duration=1305 frames, utt_pad_proportion=0.04739, over 7160.03 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3367, pruned_loss=0.1007, over 2474758.87 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07731, over 22405.13 utterances.], batch size: 371, lr: 7.14e-04
2022-08-22 02:57:33,175 INFO [train.py:927] (7/8) Epoch 4, batch 6100, giga_loss[loss=0.2439, simple_loss=0.3172, pruned_loss=0.08532, over 12346.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03275, over 62.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3343, pruned_loss=0.09873, over 2473244.75 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07832, over 21428.58 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3206, pruned_loss=0.07739, over 2338142.59 frames. utt_duration=1308 frames, utt_pad_proportion=0.0463, over 7158.60 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3376, pruned_loss=0.1019, over 2474230.71 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07975, over 23059.19 utterances.], batch size: 62, lr: 7.13e-04
2022-08-22 02:59:15,930 INFO [train.py:927] (7/8) Epoch 4, batch 6150, giga_loss[loss=0.2625, simple_loss=0.3258, pruned_loss=0.09957, over 12219.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03251, over 42.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3351, pruned_loss=0.09873, over 2472504.59 frames. utt_duration=484.5 frames, utt_pad_proportion=0.0719, over 20475.65 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3207, pruned_loss=0.07726, over 2342792.95 frames. utt_duration=1313 frames, utt_pad_proportion=0.04508, over 7143.41 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3382, pruned_loss=0.1022, over 2473917.70 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07423, over 22332.66 utterances.], batch size: 42, lr: 7.13e-04
2022-08-22 03:01:03,339 INFO [train.py:927] (7/8) Epoch 4, batch 6200, giga_loss[loss=0.2966, simple_loss=0.3384, pruned_loss=0.1274, over 12362.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2021, over 368.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.338, pruned_loss=0.1011, over 2472068.29 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07781, over 21445.48 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3205, pruned_loss=0.07691, over 2345443.63 frames. utt_duration=1319 frames, utt_pad_proportion=0.04426, over 7122.97 utterances.], giga_tot_loss[loss=0.2753, simple_loss=0.341, pruned_loss=0.1047, over 2473737.15 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07958, over 23269.14 utterances.], batch size: 368, lr: 7.13e-04
2022-08-22 03:02:45,897 INFO [train.py:927] (7/8) Epoch 4, batch 6250, giga_loss[loss=0.2613, simple_loss=0.3376, pruned_loss=0.0925, over 12362.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03141, over 85.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3379, pruned_loss=0.1003, over 2472657.22 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07335, over 20405.43 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3201, pruned_loss=0.07673, over 2349326.59 frames. utt_duration=1321 frames, utt_pad_proportion=0.04321, over 7120.39 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3411, pruned_loss=0.104, over 2473903.08 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07573, over 22239.64 utterances.], batch size: 85, lr: 7.13e-04
2022-08-22 03:04:27,505 INFO [train.py:927] (7/8) Epoch 4, batch 6300, giga_loss[loss=0.2642, simple_loss=0.3405, pruned_loss=0.094, over 12461.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03459, over 123.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.339, pruned_loss=0.1003, over 2473482.75 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07377, over 21053.97 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3197, pruned_loss=0.07652, over 2352884.45 frames. utt_duration=1318 frames, utt_pad_proportion=0.04327, over 7148.39 utterances.], giga_tot_loss[loss=0.2753, simple_loss=0.3425, pruned_loss=0.104, over 2474566.36 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07589, over 22871.07 utterances.], batch size: 123, lr: 7.12e-04
2022-08-22 03:06:08,518 INFO [train.py:927] (7/8) Epoch 4, batch 6350, giga_loss[loss=0.3004, simple_loss=0.3449, pruned_loss=0.1279, over 12363.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2095, over 372.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3378, pruned_loss=0.1004, over 2473272.30 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07819, over 21758.23 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3192, pruned_loss=0.0763, over 2354991.93 frames. utt_duration=1321 frames, utt_pad_proportion=0.04277, over 7138.54 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3413, pruned_loss=0.104, over 2474380.30 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07981, over 23458.73 utterances.], batch size: 372, lr: 7.12e-04
2022-08-22 03:07:49,459 INFO [train.py:927] (7/8) Epoch 4, batch 6400, giga_loss[loss=0.2879, simple_loss=0.3458, pruned_loss=0.115, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03699, over 123.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3355, pruned_loss=0.09932, over 2472935.28 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07943, over 21535.29 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3188, pruned_loss=0.07604, over 2359533.71 frames. utt_duration=1322 frames, utt_pad_proportion=0.04182, over 7147.88 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3393, pruned_loss=0.1033, over 2473915.30 frames. utt_duration=424.3 frames, utt_pad_proportion=0.08127, over 23403.91 utterances.], batch size: 123, lr: 7.12e-04
2022-08-22 03:09:29,761 INFO [train.py:927] (7/8) Epoch 4, batch 6450, giga_loss[loss=0.3497, simple_loss=0.3847, pruned_loss=0.1573, over 12396.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.336, pruned_loss=0.1002, over 2473263.45 frames. utt_duration=457 frames, utt_pad_proportion=0.0807, over 21720.15 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3187, pruned_loss=0.07624, over 2363669.49 frames. utt_duration=1325 frames, utt_pad_proportion=0.04065, over 7143.21 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3397, pruned_loss=0.104, over 2474323.30 frames. utt_duration=418.4 frames, utt_pad_proportion=0.08274, over 23738.04 utterances.], batch size: 260, lr: 7.12e-04
2022-08-22 03:11:10,009 INFO [train.py:927] (7/8) Epoch 4, batch 6500, giga_loss[loss=0.2948, simple_loss=0.3586, pruned_loss=0.1155, over 12362.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03628, over 122.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.337, pruned_loss=0.1013, over 2473120.12 frames. utt_duration=452.8 frames, utt_pad_proportion=0.08213, over 21917.37 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3186, pruned_loss=0.07608, over 2366896.23 frames. utt_duration=1312 frames, utt_pad_proportion=0.04439, over 7221.92 utterances.], giga_tot_loss[loss=0.2753, simple_loss=0.3405, pruned_loss=0.1051, over 2473987.25 frames. utt_duration=416.7 frames, utt_pad_proportion=0.08297, over 23835.46 utterances.], batch size: 122, lr: 7.12e-04
2022-08-22 03:12:48,940 INFO [train.py:927] (7/8) Epoch 4, batch 6550, giga_loss[loss=0.2848, simple_loss=0.3528, pruned_loss=0.1084, over 12366.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03243, over 62.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3377, pruned_loss=0.1021, over 2473061.68 frames. utt_duration=464 frames, utt_pad_proportion=0.07785, over 21387.96 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3183, pruned_loss=0.07594, over 2369036.38 frames. utt_duration=1319 frames, utt_pad_proportion=0.04375, over 7192.66 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3411, pruned_loss=0.1058, over 2474170.83 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07924, over 23253.48 utterances.], batch size: 62, lr: 7.11e-04
2022-08-22 03:14:32,617 INFO [train.py:927] (7/8) Epoch 4, batch 6600, libri_loss[loss=0.2511, simple_loss=0.3211, pruned_loss=0.09054, over 12392.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009404, over 38.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.339, pruned_loss=0.1031, over 2473986.82 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07578, over 21575.60 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3188, pruned_loss=0.07617, over 2372115.01 frames. utt_duration=1313 frames, utt_pad_proportion=0.04397, over 7236.12 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3419, pruned_loss=0.1067, over 2474867.54 frames. utt_duration=424 frames, utt_pad_proportion=0.07732, over 23429.58 utterances.], batch size: 38, lr: 7.11e-04
2022-08-22 03:16:14,555 INFO [train.py:927] (7/8) Epoch 4, batch 6650, giga_loss[loss=0.2223, simple_loss=0.3055, pruned_loss=0.06951, over 12347.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3392, pruned_loss=0.1028, over 2474199.26 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07808, over 21751.45 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3187, pruned_loss=0.07602, over 2375855.56 frames. utt_duration=1319 frames, utt_pad_proportion=0.04273, over 7213.14 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3425, pruned_loss=0.1068, over 2475158.77 frames. utt_duration=417.2 frames, utt_pad_proportion=0.07988, over 23817.71 utterances.], batch size: 62, lr: 7.11e-04
2022-08-22 03:17:59,131 INFO [train.py:927] (7/8) Epoch 4, batch 6700, giga_loss[loss=0.2983, simple_loss=0.361, pruned_loss=0.1178, over 12407.00 frames. utt_duration=437 frames, utt_pad_proportion=0.04595, over 114.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3396, pruned_loss=0.1032, over 2474931.41 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07716, over 21331.89 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3187, pruned_loss=0.07615, over 2377766.87 frames. utt_duration=1305 frames, utt_pad_proportion=0.04705, over 7298.83 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3425, pruned_loss=0.1068, over 2475740.16 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07769, over 23145.45 utterances.], batch size: 114, lr: 7.11e-04
2022-08-22 03:19:39,629 INFO [train.py:927] (7/8) Epoch 4, batch 6750, libri_loss[loss=0.2112, simple_loss=0.2943, pruned_loss=0.06402, over 12333.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006957, over 33.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3395, pruned_loss=0.1034, over 2475130.68 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07279, over 20762.84 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3181, pruned_loss=0.07601, over 2382392.62 frames. utt_duration=1307 frames, utt_pad_proportion=0.04564, over 7300.92 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3434, pruned_loss=0.1077, over 2475923.50 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07436, over 22890.39 utterances.], batch size: 33, lr: 7.11e-04
2022-08-22 03:21:23,207 INFO [train.py:927] (7/8) Epoch 4, batch 6800, giga_loss[loss=0.2394, simple_loss=0.3259, pruned_loss=0.07642, over 12350.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02983, over 70.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3402, pruned_loss=0.1023, over 2474629.90 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06933, over 20488.30 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3182, pruned_loss=0.07606, over 2383495.27 frames. utt_duration=1308 frames, utt_pad_proportion=0.04508, over 7297.45 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3435, pruned_loss=0.106, over 2475513.05 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07115, over 22355.86 utterances.], batch size: 70, lr: 7.10e-04
2022-08-22 03:23:06,863 INFO [train.py:927] (7/8) Epoch 4, batch 6850, giga_loss[loss=0.2358, simple_loss=0.3266, pruned_loss=0.07251, over 12378.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02796, over 70.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3386, pruned_loss=0.101, over 2474835.72 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06944, over 20065.73 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3185, pruned_loss=0.07616, over 2385832.10 frames. utt_duration=1296 frames, utt_pad_proportion=0.04868, over 7371.58 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3415, pruned_loss=0.1044, over 2475476.89 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07019, over 21776.06 utterances.], batch size: 70, lr: 7.10e-04
2022-08-22 03:24:47,196 INFO [train.py:927] (7/8) Epoch 4, batch 6900, giga_loss[loss=0.2979, simple_loss=0.3597, pruned_loss=0.1181, over 12383.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04, over 113.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3416, pruned_loss=0.1024, over 2474966.23 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06856, over 20746.43 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3196, pruned_loss=0.07624, over 2387048.39 frames. utt_duration=1298 frames, utt_pad_proportion=0.04815, over 7364.99 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3431, pruned_loss=0.1054, over 2475575.45 frames. utt_duration=445.9 frames, utt_pad_proportion=0.06944, over 22279.11 utterances.], batch size: 113, lr: 7.10e-04
2022-08-22 03:26:31,823 INFO [train.py:927] (7/8) Epoch 4, batch 6950, giga_loss[loss=0.2546, simple_loss=0.3274, pruned_loss=0.09094, over 12470.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02962, over 55.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3404, pruned_loss=0.1025, over 2474487.00 frames. utt_duration=482.6 frames, utt_pad_proportion=0.06859, over 20574.83 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3191, pruned_loss=0.07637, over 2389972.98 frames. utt_duration=1304 frames, utt_pad_proportion=0.0467, over 7337.10 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3429, pruned_loss=0.1057, over 2475420.67 frames. utt_duration=444.9 frames, utt_pad_proportion=0.06998, over 22331.36 utterances.], batch size: 55, lr: 7.10e-04
2022-08-22 03:28:15,916 INFO [train.py:927] (7/8) Epoch 4, batch 7000, giga_loss[loss=0.2764, simple_loss=0.3395, pruned_loss=0.1066, over 12384.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04141, over 133.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3407, pruned_loss=0.1034, over 2474718.56 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07067, over 20744.31 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3187, pruned_loss=0.07617, over 2390622.48 frames. utt_duration=1307 frames, utt_pad_proportion=0.0465, over 7324.78 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3431, pruned_loss=0.1063, over 2475610.45 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07172, over 22241.01 utterances.], batch size: 133, lr: 7.10e-04
2022-08-22 03:29:59,143 INFO [train.py:927] (7/8) Epoch 4, batch 7050, giga_loss[loss=0.2843, simple_loss=0.3464, pruned_loss=0.1112, over 12400.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05083, over 161.00 utterances.], tot_loss[loss=0.2763, simple_loss=0.3423, pruned_loss=0.1051, over 2473690.44 frames. utt_duration=451.7 frames, utt_pad_proportion=0.0793, over 21975.49 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3189, pruned_loss=0.07624, over 2392784.28 frames. utt_duration=1296 frames, utt_pad_proportion=0.05001, over 7393.83 utterances.], giga_tot_loss[loss=0.2808, simple_loss=0.3449, pruned_loss=0.1083, over 2475117.85 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07908, over 23583.85 utterances.], batch size: 161, lr: 7.09e-04
2022-08-22 03:31:39,031 INFO [train.py:927] (7/8) Epoch 4, batch 7100, giga_loss[loss=0.2425, simple_loss=0.3179, pruned_loss=0.08358, over 12107.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03881, over 30.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.342, pruned_loss=0.1048, over 2473846.97 frames. utt_duration=448 frames, utt_pad_proportion=0.07805, over 22160.92 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3186, pruned_loss=0.07625, over 2395608.71 frames. utt_duration=1276 frames, utt_pad_proportion=0.05678, over 7518.57 utterances.], giga_tot_loss[loss=0.2808, simple_loss=0.3451, pruned_loss=0.1083, over 2474972.28 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07647, over 23800.23 utterances.], batch size: 30, lr: 7.09e-04
2022-08-22 03:33:21,573 INFO [train.py:927] (7/8) Epoch 4, batch 7150, giga_loss[loss=0.2202, simple_loss=0.303, pruned_loss=0.0687, over 12323.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03441, over 62.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3409, pruned_loss=0.1033, over 2473923.66 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07848, over 21633.28 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3187, pruned_loss=0.07634, over 2397132.80 frames. utt_duration=1277 frames, utt_pad_proportion=0.05584, over 7515.18 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3436, pruned_loss=0.1065, over 2474846.58 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07755, over 23190.49 utterances.], batch size: 62, lr: 7.09e-04
2022-08-22 03:35:07,439 INFO [train.py:927] (7/8) Epoch 4, batch 7200, giga_loss[loss=0.2481, simple_loss=0.318, pruned_loss=0.08911, over 12432.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03694, over 133.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3389, pruned_loss=0.1025, over 2474151.30 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07666, over 20994.98 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3186, pruned_loss=0.07638, over 2399009.44 frames. utt_duration=1278 frames, utt_pad_proportion=0.05512, over 7519.32 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3417, pruned_loss=0.1056, over 2474932.81 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07637, over 22544.48 utterances.], batch size: 133, lr: 7.09e-04
2022-08-22 03:36:50,624 INFO [train.py:927] (7/8) Epoch 4, batch 7250, giga_loss[loss=0.2548, simple_loss=0.3258, pruned_loss=0.09186, over 12351.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.02984, over 51.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3358, pruned_loss=0.1013, over 2474050.19 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07768, over 21646.38 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3183, pruned_loss=0.07626, over 2399817.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.05452, over 7505.64 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3384, pruned_loss=0.1042, over 2474964.80 frames. utt_duration=430.2 frames, utt_pad_proportion=0.0777, over 23090.83 utterances.], batch size: 51, lr: 7.09e-04
2022-08-22 03:38:35,040 INFO [train.py:927] (7/8) Epoch 4, batch 7300, giga_loss[loss=0.2629, simple_loss=0.3232, pruned_loss=0.1013, over 12177.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03615, over 33.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3331, pruned_loss=0.1001, over 2473230.05 frames. utt_duration=451.1 frames, utt_pad_proportion=0.08148, over 22004.09 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3177, pruned_loss=0.07592, over 2401425.69 frames. utt_duration=1286 frames, utt_pad_proportion=0.05334, over 7476.89 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3361, pruned_loss=0.1034, over 2474455.76 frames. utt_duration=421.4 frames, utt_pad_proportion=0.0818, over 23570.26 utterances.], batch size: 33, lr: 7.08e-04
2022-08-22 03:40:17,060 INFO [train.py:927] (7/8) Epoch 4, batch 7350, giga_loss[loss=0.2608, simple_loss=0.3467, pruned_loss=0.08744, over 12391.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03029, over 62.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3327, pruned_loss=0.09761, over 2473753.26 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07898, over 22860.61 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3174, pruned_loss=0.07584, over 2402900.14 frames. utt_duration=1291 frames, utt_pad_proportion=0.05243, over 7451.23 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3357, pruned_loss=0.1008, over 2475022.47 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07981, over 24470.09 utterances.], batch size: 62, lr: 7.08e-04
2022-08-22 03:41:57,180 INFO [train.py:927] (7/8) Epoch 4, batch 7400, giga_loss[loss=0.2785, simple_loss=0.3402, pruned_loss=0.1084, over 12369.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0718, over 212.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3306, pruned_loss=0.09385, over 2474674.40 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07223, over 22847.66 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3175, pruned_loss=0.07586, over 2405101.98 frames. utt_duration=1295 frames, utt_pad_proportion=0.05127, over 7439.89 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3334, pruned_loss=0.09691, over 2475603.32 frames. utt_duration=405 frames, utt_pad_proportion=0.07381, over 24540.39 utterances.], batch size: 212, lr: 7.08e-04
2022-08-22 03:43:43,070 INFO [train.py:927] (7/8) Epoch 4, batch 7450, giga_loss[loss=0.2286, simple_loss=0.3196, pruned_loss=0.06882, over 12337.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03472, over 51.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3281, pruned_loss=0.08994, over 2475162.22 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07168, over 23033.42 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.318, pruned_loss=0.07606, over 2405932.52 frames. utt_duration=1292 frames, utt_pad_proportion=0.05095, over 7459.13 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.33, pruned_loss=0.0924, over 2476073.48 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07314, over 24549.71 utterances.], batch size: 51, lr: 7.08e-04
2022-08-22 03:45:26,507 INFO [train.py:927] (7/8) Epoch 4, batch 7500, giga_loss[loss=0.231, simple_loss=0.3143, pruned_loss=0.07379, over 12376.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06042, over 182.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3267, pruned_loss=0.08727, over 2475439.46 frames. utt_duration=429.2 frames, utt_pad_proportion=0.07083, over 23150.95 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.318, pruned_loss=0.07604, over 2407793.80 frames. utt_duration=1293 frames, utt_pad_proportion=0.0501, over 7458.71 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3284, pruned_loss=0.08952, over 2476047.97 frames. utt_duration=402.1 frames, utt_pad_proportion=0.07242, over 24719.98 utterances.], batch size: 182, lr: 7.08e-04
2022-08-22 03:47:13,994 INFO [train.py:927] (7/8) Epoch 4, batch 7550, giga_loss[loss=0.2266, simple_loss=0.3074, pruned_loss=0.07293, over 12456.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0343, over 98.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.324, pruned_loss=0.08521, over 2475500.28 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06855, over 23303.98 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3178, pruned_loss=0.07598, over 2408829.21 frames. utt_duration=1296 frames, utt_pad_proportion=0.04935, over 7440.64 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3257, pruned_loss=0.08724, over 2476261.56 frames. utt_duration=400 frames, utt_pad_proportion=0.07022, over 24853.11 utterances.], batch size: 98, lr: 7.07e-04
2022-08-22 03:48:57,745 INFO [train.py:927] (7/8) Epoch 4, batch 7600, giga_loss[loss=0.225, simple_loss=0.3114, pruned_loss=0.06936, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03627, over 40.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3229, pruned_loss=0.08457, over 2475620.48 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07051, over 23994.53 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3174, pruned_loss=0.07577, over 2409549.03 frames. utt_duration=1301 frames, utt_pad_proportion=0.04884, over 7419.13 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3246, pruned_loss=0.08645, over 2476444.48 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07187, over 25434.31 utterances.], batch size: 40, lr: 7.07e-04
2022-08-22 03:50:41,907 INFO [train.py:927] (7/8) Epoch 4, batch 7650, giga_loss[loss=0.2372, simple_loss=0.3212, pruned_loss=0.07663, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02927, over 48.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3204, pruned_loss=0.08219, over 2475907.21 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07028, over 23685.67 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.317, pruned_loss=0.07578, over 2412055.53 frames. utt_duration=1305 frames, utt_pad_proportion=0.04745, over 7400.61 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3223, pruned_loss=0.08399, over 2476675.27 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07199, over 25459.71 utterances.], batch size: 48, lr: 7.07e-04
2022-08-22 03:52:22,697 INFO [train.py:927] (7/8) Epoch 4, batch 7700, giga_loss[loss=0.2321, simple_loss=0.3066, pruned_loss=0.07881, over 12384.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0707, over 212.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3171, pruned_loss=0.07973, over 2476568.69 frames. utt_duration=413 frames, utt_pad_proportion=0.06647, over 24071.68 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3173, pruned_loss=0.07595, over 2412462.26 frames. utt_duration=1305 frames, utt_pad_proportion=0.04725, over 7400.61 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3184, pruned_loss=0.08101, over 2477087.92 frames. utt_duration=389.4 frames, utt_pad_proportion=0.0681, over 25538.60 utterances.], batch size: 212, lr: 7.07e-04
2022-08-22 03:54:04,692 INFO [train.py:927] (7/8) Epoch 4, batch 7750, giga_loss[loss=0.2299, simple_loss=0.3121, pruned_loss=0.07388, over 12400.00 frames. utt_duration=404.6 frames, utt_pad_proportion=0.04123, over 123.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3163, pruned_loss=0.0794, over 2476315.33 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06948, over 24862.03 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3179, pruned_loss=0.07607, over 2413545.03 frames. utt_duration=1308 frames, utt_pad_proportion=0.0465, over 7391.63 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3167, pruned_loss=0.08038, over 2476895.33 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07087, over 26341.22 utterances.], batch size: 123, lr: 7.06e-04
2022-08-22 03:56:02,159 INFO [train.py:927] (7/8) Epoch 4, batch 7800, giga_loss[loss=0.2198, simple_loss=0.3077, pruned_loss=0.06597, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02816, over 48.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3168, pruned_loss=0.07884, over 2476542.35 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07361, over 25033.79 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3175, pruned_loss=0.07603, over 2415145.84 frames. utt_duration=1312 frames, utt_pad_proportion=0.04563, over 7374.09 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3174, pruned_loss=0.07971, over 2476965.29 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07484, over 26609.56 utterances.], batch size: 48, lr: 7.06e-04
2022-08-22 03:58:09,381 INFO [train.py:927] (7/8) Epoch 4, batch 7850, giga_loss[loss=0.2187, simple_loss=0.2996, pruned_loss=0.06896, over 12372.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02819, over 91.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.316, pruned_loss=0.07841, over 2476476.17 frames. utt_duration=398.2 frames, utt_pad_proportion=0.0732, over 24964.29 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3177, pruned_loss=0.07618, over 2415747.87 frames. utt_duration=1313 frames, utt_pad_proportion=0.04508, over 7369.51 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3164, pruned_loss=0.079, over 2477106.87 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07445, over 26464.79 utterances.], batch size: 91, lr: 7.06e-04
2022-08-22 04:00:02,529 INFO [train.py:927] (7/8) Epoch 4, batch 7900, giga_loss[loss=0.195, simple_loss=0.2936, pruned_loss=0.04815, over 12340.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03356, over 58.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3135, pruned_loss=0.07617, over 2476951.30 frames. utt_duration=389.9 frames, utt_pad_proportion=0.07451, over 25501.98 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3173, pruned_loss=0.07581, over 2417739.37 frames. utt_duration=1311 frames, utt_pad_proportion=0.04498, over 7386.46 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3141, pruned_loss=0.07698, over 2477287.94 frames. utt_duration=366.3 frames, utt_pad_proportion=0.07566, over 27151.89 utterances.], batch size: 58, lr: 7.06e-04
2022-08-22 04:02:10,564 INFO [train.py:927] (7/8) Epoch 4, batch 7950, giga_loss[loss=0.2187, simple_loss=0.3014, pruned_loss=0.068, over 12357.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03966, over 113.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.311, pruned_loss=0.07486, over 2477588.47 frames. utt_duration=401.3 frames, utt_pad_proportion=0.0727, over 24774.32 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3173, pruned_loss=0.07569, over 2419119.65 frames. utt_duration=1311 frames, utt_pad_proportion=0.04409, over 7387.85 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3113, pruned_loss=0.07558, over 2477931.30 frames. utt_duration=375.7 frames, utt_pad_proportion=0.07414, over 26477.24 utterances.], batch size: 113, lr: 7.06e-04
2022-08-22 04:03:59,042 INFO [train.py:927] (7/8) Epoch 4, batch 8000, giga_loss[loss=0.2311, simple_loss=0.3151, pruned_loss=0.07357, over 12372.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03187, over 122.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.311, pruned_loss=0.074, over 2477558.16 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07158, over 24617.05 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3187, pruned_loss=0.07559, over 2420113.45 frames. utt_duration=1313 frames, utt_pad_proportion=0.04355, over 7380.62 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3096, pruned_loss=0.0746, over 2478498.47 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07316, over 26461.76 utterances.], batch size: 122, lr: 7.05e-04
2022-08-22 04:06:01,729 INFO [train.py:927] (7/8) Epoch 4, batch 8050, giga_loss[loss=0.18, simple_loss=0.2578, pruned_loss=0.05107, over 12359.00 frames. utt_duration=141.7 frames, utt_pad_proportion=0.1666, over 352.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3116, pruned_loss=0.07377, over 2476505.23 frames. utt_duration=402.1 frames, utt_pad_proportion=0.07304, over 24715.29 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3188, pruned_loss=0.07543, over 2421400.53 frames. utt_duration=1317 frames, utt_pad_proportion=0.04256, over 7365.44 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3102, pruned_loss=0.07435, over 2477635.12 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07468, over 26695.32 utterances.], batch size: 352, lr: 7.05e-04
2022-08-22 04:08:04,873 INFO [train.py:927] (7/8) Epoch 4, batch 8100, giga_loss[loss=0.2276, simple_loss=0.312, pruned_loss=0.07157, over 12262.00 frames. utt_duration=963.1 frames, utt_pad_proportion=0.03886, over 51.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3088, pruned_loss=0.07196, over 2476084.81 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06791, over 23631.83 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3182, pruned_loss=0.07506, over 2422621.19 frames. utt_duration=1321 frames, utt_pad_proportion=0.04142, over 7346.10 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3079, pruned_loss=0.07265, over 2477587.68 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07018, over 25776.09 utterances.], batch size: 51, lr: 7.05e-04
2022-08-22 04:10:07,426 INFO [train.py:927] (7/8) Epoch 4, batch 8150, giga_loss[loss=0.2198, simple_loss=0.3049, pruned_loss=0.0673, over 12427.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07682, over 213.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3105, pruned_loss=0.07161, over 2476700.54 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06797, over 24341.01 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3181, pruned_loss=0.07501, over 2423088.32 frames. utt_duration=1321 frames, utt_pad_proportion=0.04119, over 7343.61 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3099, pruned_loss=0.07218, over 2477953.97 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06986, over 26179.64 utterances.], batch size: 213, lr: 7.05e-04
2022-08-22 04:12:08,404 INFO [train.py:927] (7/8) Epoch 4, batch 8200, giga_loss[loss=0.221, simple_loss=0.3199, pruned_loss=0.06105, over 12373.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04643, over 146.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3117, pruned_loss=0.07094, over 2476836.64 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06987, over 24282.01 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3182, pruned_loss=0.07522, over 2424271.34 frames. utt_duration=1319 frames, utt_pad_proportion=0.04123, over 7360.80 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3109, pruned_loss=0.07113, over 2477988.20 frames. utt_duration=380.8 frames, utt_pad_proportion=0.07145, over 26110.54 utterances.], batch size: 146, lr: 7.05e-04
2022-08-22 04:14:13,285 INFO [train.py:927] (7/8) Epoch 4, batch 8250, giga_loss[loss=0.2274, simple_loss=0.3236, pruned_loss=0.06553, over 12365.00 frames. utt_duration=376 frames, utt_pad_proportion=0.03601, over 132.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3117, pruned_loss=0.07088, over 2476894.07 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06771, over 23705.77 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3183, pruned_loss=0.0753, over 2424830.86 frames. utt_duration=1320 frames, utt_pad_proportion=0.04074, over 7355.44 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3109, pruned_loss=0.07088, over 2478004.72 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06936, over 25381.47 utterances.], batch size: 132, lr: 7.04e-04
2022-08-22 04:16:37,607 INFO [train.py:927] (7/8) Epoch 4, batch 8300, giga_loss[loss=0.2245, simple_loss=0.3075, pruned_loss=0.0707, over 12374.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3123, pruned_loss=0.07173, over 2476485.60 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06634, over 23473.14 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3183, pruned_loss=0.07535, over 2425946.15 frames. utt_duration=1319 frames, utt_pad_proportion=0.04061, over 7364.73 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3114, pruned_loss=0.07157, over 2478007.88 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06805, over 25345.61 utterances.], batch size: 58, lr: 7.04e-04
2022-08-22 04:18:48,413 INFO [train.py:927] (7/8) Epoch 4, batch 8350, giga_loss[loss=0.2146, simple_loss=0.2993, pruned_loss=0.06498, over 12406.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03209, over 80.00 utterances.], tot_loss[loss=0.225, simple_loss=0.309, pruned_loss=0.0705, over 2476940.53 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06796, over 23784.46 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.318, pruned_loss=0.07518, over 2426418.01 frames. utt_duration=1321 frames, utt_pad_proportion=0.04045, over 7355.08 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3086, pruned_loss=0.07049, over 2478172.74 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06931, over 25407.80 utterances.], batch size: 80, lr: 7.04e-04
2022-08-22 04:20:48,867 INFO [train.py:927] (7/8) Epoch 4, batch 8400, giga_loss[loss=0.2464, simple_loss=0.3258, pruned_loss=0.0835, over 12342.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.02906, over 91.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3071, pruned_loss=0.07012, over 2476817.55 frames. utt_duration=433.6 frames, utt_pad_proportion=0.0648, over 22913.91 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3172, pruned_loss=0.07491, over 2428292.08 frames. utt_duration=1315 frames, utt_pad_proportion=0.04332, over 7393.48 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.307, pruned_loss=0.07014, over 2478355.76 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06576, over 24912.47 utterances.], batch size: 91, lr: 7.04e-04
2022-08-22 04:22:49,841 INFO [train.py:927] (7/8) Epoch 4, batch 8450, giga_loss[loss=0.207, simple_loss=0.2821, pruned_loss=0.06593, over 12439.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02089, over 48.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3093, pruned_loss=0.07188, over 2477340.96 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06331, over 23302.03 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3171, pruned_loss=0.07491, over 2430020.39 frames. utt_duration=1313 frames, utt_pad_proportion=0.04321, over 7409.46 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3091, pruned_loss=0.07179, over 2478523.43 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06443, over 25394.26 utterances.], batch size: 48, lr: 7.04e-04
2022-08-22 04:24:48,902 INFO [train.py:927] (7/8) Epoch 4, batch 8500, giga_loss[loss=0.2069, simple_loss=0.2893, pruned_loss=0.06229, over 12357.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.04282, over 34.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3087, pruned_loss=0.07251, over 2477679.29 frames. utt_duration=422.1 frames, utt_pad_proportion=0.0659, over 23543.70 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3173, pruned_loss=0.07519, over 2430765.58 frames. utt_duration=1301 frames, utt_pad_proportion=0.04785, over 7479.36 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3082, pruned_loss=0.07214, over 2478809.05 frames. utt_duration=391 frames, utt_pad_proportion=0.06544, over 25433.86 utterances.], batch size: 34, lr: 7.03e-04
2022-08-22 04:27:00,202 INFO [train.py:927] (7/8) Epoch 4, batch 8550, giga_loss[loss=0.242, simple_loss=0.319, pruned_loss=0.08257, over 12414.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04004, over 133.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3103, pruned_loss=0.07276, over 2477561.34 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06653, over 23936.05 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3173, pruned_loss=0.07513, over 2431383.66 frames. utt_duration=1305 frames, utt_pad_proportion=0.047, over 7458.67 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3097, pruned_loss=0.07244, over 2478935.45 frames. utt_duration=385 frames, utt_pad_proportion=0.06645, over 25830.64 utterances.], batch size: 133, lr: 7.03e-04
2022-08-22 04:29:20,004 INFO [train.py:927] (7/8) Epoch 4, batch 8600, giga_loss[loss=0.2393, simple_loss=0.3103, pruned_loss=0.08412, over 12418.00 frames. utt_duration=339.4 frames, utt_pad_proportion=0.0492, over 147.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3095, pruned_loss=0.0726, over 2477887.74 frames. utt_duration=417 frames, utt_pad_proportion=0.0636, over 23832.62 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3169, pruned_loss=0.07503, over 2431912.66 frames. utt_duration=1308 frames, utt_pad_proportion=0.04617, over 7444.41 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3091, pruned_loss=0.07237, over 2479516.39 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06404, over 25709.83 utterances.], batch size: 147, lr: 7.03e-04
2022-08-22 04:31:24,508 INFO [train.py:927] (7/8) Epoch 4, batch 8650, giga_loss[loss=0.211, simple_loss=0.2922, pruned_loss=0.0649, over 12392.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3052, pruned_loss=0.07132, over 2477401.39 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06233, over 23852.58 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3165, pruned_loss=0.07495, over 2432511.84 frames. utt_duration=1311 frames, utt_pad_proportion=0.04513, over 7430.28 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.305, pruned_loss=0.07112, over 2479407.19 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06316, over 25819.65 utterances.], batch size: 182, lr: 7.03e-04
2022-08-22 04:33:11,470 INFO [train.py:927] (7/8) Epoch 4, batch 8700, giga_loss[loss=0.2678, simple_loss=0.337, pruned_loss=0.09925, over 12349.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.02949, over 85.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3059, pruned_loss=0.07201, over 2477109.66 frames. utt_duration=432.1 frames, utt_pad_proportion=0.06005, over 22993.77 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3164, pruned_loss=0.07498, over 2434011.07 frames. utt_duration=1310 frames, utt_pad_proportion=0.04483, over 7443.01 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3054, pruned_loss=0.07166, over 2479190.42 frames. utt_duration=394 frames, utt_pad_proportion=0.06117, over 25244.22 utterances.], batch size: 85, lr: 7.03e-04
2022-08-22 04:35:10,457 INFO [train.py:927] (7/8) Epoch 4, batch 8750, libri_loss[loss=0.2308, simple_loss=0.3177, pruned_loss=0.07191, over 12395.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008212, over 38.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.304, pruned_loss=0.07036, over 2476864.46 frames. utt_duration=425.5 frames, utt_pad_proportion=0.06503, over 23347.77 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3165, pruned_loss=0.07482, over 2435705.43 frames. utt_duration=1312 frames, utt_pad_proportion=0.04345, over 7434.43 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3031, pruned_loss=0.07009, over 2478550.06 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06609, over 25769.00 utterances.], batch size: 38, lr: 7.02e-04
2022-08-22 04:37:21,428 INFO [train.py:927] (7/8) Epoch 4, batch 8800, giga_loss[loss=0.209, simple_loss=0.2915, pruned_loss=0.06322, over 12441.00 frames. utt_duration=508.5 frames, utt_pad_proportion=0.03699, over 98.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3032, pruned_loss=0.06982, over 2476180.25 frames. utt_duration=433.8 frames, utt_pad_proportion=0.06115, over 22896.99 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3164, pruned_loss=0.07478, over 2436296.59 frames. utt_duration=1309 frames, utt_pad_proportion=0.04372, over 7455.04 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3022, pruned_loss=0.06955, over 2477918.12 frames. utt_duration=395 frames, utt_pad_proportion=0.06243, over 25166.35 utterances.], batch size: 98, lr: 7.02e-04
2022-08-22 04:39:29,427 INFO [train.py:927] (7/8) Epoch 4, batch 8850, giga_loss[loss=0.2097, simple_loss=0.2929, pruned_loss=0.06327, over 12387.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02762, over 91.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3031, pruned_loss=0.06977, over 2476423.24 frames. utt_duration=438.4 frames, utt_pad_proportion=0.05924, over 22657.07 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.316, pruned_loss=0.07461, over 2437294.26 frames. utt_duration=1309 frames, utt_pad_proportion=0.04305, over 7458.19 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3024, pruned_loss=0.06957, over 2477997.67 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06076, over 24894.98 utterances.], batch size: 91, lr: 7.02e-04
2022-08-22 04:41:24,204 INFO [train.py:927] (7/8) Epoch 4, batch 8900, giga_loss[loss=0.2015, simple_loss=0.2857, pruned_loss=0.05863, over 12439.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05636, over 182.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3029, pruned_loss=0.07031, over 2476839.63 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06119, over 23667.65 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3159, pruned_loss=0.07467, over 2437700.25 frames. utt_duration=1310 frames, utt_pad_proportion=0.04256, over 7449.39 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3023, pruned_loss=0.07003, over 2478246.14 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06242, over 25654.53 utterances.], batch size: 182, lr: 7.02e-04
2022-08-22 04:43:20,295 INFO [train.py:927] (7/8) Epoch 4, batch 8950, giga_loss[loss=0.2195, simple_loss=0.3115, pruned_loss=0.06374, over 12467.00 frames. utt_duration=409.6 frames, utt_pad_proportion=0.02935, over 122.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3044, pruned_loss=0.06925, over 2477132.49 frames. utt_duration=427.1 frames, utt_pad_proportion=0.05991, over 23262.13 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3161, pruned_loss=0.07448, over 2438783.66 frames. utt_duration=1313 frames, utt_pad_proportion=0.04195, over 7440.20 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3033, pruned_loss=0.06902, over 2478516.64 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06134, over 25362.28 utterances.], batch size: 122, lr: 7.02e-04
2022-08-22 04:45:20,908 INFO [train.py:927] (7/8) Epoch 4, batch 9000, giga_loss[loss=0.2255, simple_loss=0.3011, pruned_loss=0.0749, over 12389.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.05731, over 182.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3053, pruned_loss=0.06931, over 2477407.36 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06014, over 23797.69 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3161, pruned_loss=0.07449, over 2439146.90 frames. utt_duration=1310 frames, utt_pad_proportion=0.04249, over 7455.51 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3043, pruned_loss=0.06905, over 2478698.96 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06118, over 25655.83 utterances.], batch size: 182, lr: 7.01e-04
2022-08-22 04:45:20,908 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 04:45:34,199 INFO [train.py:967] (7/8) 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 04:47:33,195 INFO [train.py:927] (7/8) Epoch 4, batch 9050, giga_loss[loss=0.2147, simple_loss=0.2978, pruned_loss=0.06579, over 12386.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.06798, over 212.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3052, pruned_loss=0.06935, over 2476997.29 frames. utt_duration=418.1 frames, utt_pad_proportion=0.05863, over 23764.01 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3158, pruned_loss=0.07425, over 2439240.01 frames. utt_duration=1313 frames, utt_pad_proportion=0.04206, over 7438.72 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3046, pruned_loss=0.0693, over 2478459.88 frames. utt_duration=390.4 frames, utt_pad_proportion=0.05973, over 25472.16 utterances.], batch size: 212, lr: 7.01e-04
2022-08-22 04:49:29,322 INFO [train.py:927] (7/8) Epoch 4, batch 9100, giga_loss[loss=0.2215, simple_loss=0.3048, pruned_loss=0.06911, over 12399.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05923, over 182.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3046, pruned_loss=0.06934, over 2477201.39 frames. utt_duration=427.8 frames, utt_pad_proportion=0.05748, over 23227.59 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3158, pruned_loss=0.07434, over 2440544.57 frames. utt_duration=1319 frames, utt_pad_proportion=0.04086, over 7412.42 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3037, pruned_loss=0.06907, over 2478533.75 frames. utt_duration=394.4 frames, utt_pad_proportion=0.05894, over 25213.62 utterances.], batch size: 182, lr: 7.01e-04
2022-08-22 04:51:33,763 INFO [train.py:927] (7/8) Epoch 4, batch 9150, giga_loss[loss=0.219, simple_loss=0.3105, pruned_loss=0.06378, over 12472.00 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0244, over 122.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3049, pruned_loss=0.06944, over 2477631.53 frames. utt_duration=426.5 frames, utt_pad_proportion=0.05679, over 23304.75 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.315, pruned_loss=0.07398, over 2441710.33 frames. utt_duration=1324 frames, utt_pad_proportion=0.03986, over 7385.52 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3045, pruned_loss=0.06939, over 2478797.92 frames. utt_duration=391.1 frames, utt_pad_proportion=0.05844, over 25432.02 utterances.], batch size: 122, lr: 7.01e-04
2022-08-22 04:53:34,818 INFO [train.py:927] (7/8) Epoch 4, batch 9200, giga_loss[loss=0.2108, simple_loss=0.2992, pruned_loss=0.06122, over 12436.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03282, over 75.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3051, pruned_loss=0.06998, over 2477903.05 frames. utt_duration=409.8 frames, utt_pad_proportion=0.062, over 24258.61 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3148, pruned_loss=0.07391, over 2442100.93 frames. utt_duration=1321 frames, utt_pad_proportion=0.04033, over 7403.82 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3048, pruned_loss=0.06993, over 2478941.54 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06286, over 26144.18 utterances.], batch size: 75, lr: 7.01e-04
2022-08-22 04:55:30,134 INFO [train.py:927] (7/8) Epoch 4, batch 9250, giga_loss[loss=0.2173, simple_loss=0.3018, pruned_loss=0.06641, over 12337.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.02753, over 66.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3098, pruned_loss=0.0724, over 2477280.76 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06222, over 24396.66 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3158, pruned_loss=0.07395, over 2442379.72 frames. utt_duration=1324 frames, utt_pad_proportion=0.03954, over 7388.85 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3085, pruned_loss=0.07229, over 2478666.61 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06326, over 26318.27 utterances.], batch size: 66, lr: 7.00e-04
2022-08-22 04:57:49,292 INFO [train.py:927] (7/8) Epoch 4, batch 9300, giga_loss[loss=0.2085, simple_loss=0.2921, pruned_loss=0.06244, over 12251.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02681, over 42.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3091, pruned_loss=0.07197, over 2476717.70 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06637, over 24767.32 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.316, pruned_loss=0.07401, over 2442908.11 frames. utt_duration=1324 frames, utt_pad_proportion=0.03892, over 7390.17 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3078, pruned_loss=0.07179, over 2478100.03 frames. utt_duration=372.7 frames, utt_pad_proportion=0.06724, over 26682.97 utterances.], batch size: 42, lr: 7.00e-04
2022-08-22 04:59:48,148 INFO [train.py:927] (7/8) Epoch 4, batch 9350, giga_loss[loss=0.2381, simple_loss=0.3049, pruned_loss=0.08559, over 12411.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09731, over 256.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3086, pruned_loss=0.0721, over 2477245.80 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06338, over 24623.04 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3158, pruned_loss=0.07391, over 2443177.85 frames. utt_duration=1325 frames, utt_pad_proportion=0.03862, over 7382.29 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3077, pruned_loss=0.07202, over 2478413.28 frames. utt_duration=378.3 frames, utt_pad_proportion=0.06438, over 26288.44 utterances.], batch size: 256, lr: 7.00e-04
2022-08-22 05:01:52,675 INFO [train.py:927] (7/8) Epoch 4, batch 9400, giga_loss[loss=0.1889, simple_loss=0.2739, pruned_loss=0.05196, over 12414.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02487, over 48.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3071, pruned_loss=0.07194, over 2477430.27 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06431, over 25068.01 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.316, pruned_loss=0.07381, over 2443546.78 frames. utt_duration=1328 frames, utt_pad_proportion=0.03809, over 7370.72 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.306, pruned_loss=0.07193, over 2478639.11 frames. utt_duration=372.2 frames, utt_pad_proportion=0.0653, over 26725.21 utterances.], batch size: 48, lr: 7.00e-04
2022-08-22 05:03:44,960 INFO [train.py:927] (7/8) Epoch 4, batch 9450, giga_loss[loss=0.2099, simple_loss=0.3003, pruned_loss=0.05971, over 12416.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03273, over 122.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3062, pruned_loss=0.07062, over 2477167.67 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06272, over 24268.57 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3156, pruned_loss=0.07359, over 2444446.10 frames. utt_duration=1329 frames, utt_pad_proportion=0.03738, over 7365.80 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3054, pruned_loss=0.07075, over 2478383.45 frames. utt_duration=380.6 frames, utt_pad_proportion=0.06402, over 26130.95 utterances.], batch size: 122, lr: 7.00e-04
2022-08-22 05:05:43,356 INFO [train.py:927] (7/8) Epoch 4, batch 9500, giga_loss[loss=0.2074, simple_loss=0.2945, pruned_loss=0.06014, over 12462.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03304, over 40.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.306, pruned_loss=0.06931, over 2477481.29 frames. utt_duration=426.1 frames, utt_pad_proportion=0.06272, over 23320.30 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3156, pruned_loss=0.07364, over 2445010.80 frames. utt_duration=1329 frames, utt_pad_proportion=0.03703, over 7369.59 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3051, pruned_loss=0.06929, over 2478679.59 frames. utt_duration=395 frames, utt_pad_proportion=0.06405, over 25177.78 utterances.], batch size: 40, lr: 6.99e-04
2022-08-22 05:07:52,738 INFO [train.py:927] (7/8) Epoch 4, batch 9550, giga_loss[loss=0.2203, simple_loss=0.3146, pruned_loss=0.06305, over 12343.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.0282, over 66.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3055, pruned_loss=0.06831, over 2477347.04 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06456, over 23632.49 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3156, pruned_loss=0.07364, over 2445270.75 frames. utt_duration=1329 frames, utt_pad_proportion=0.03689, over 7368.74 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3048, pruned_loss=0.06827, over 2478202.63 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06556, over 25153.56 utterances.], batch size: 66, lr: 6.99e-04
2022-08-22 05:09:54,190 INFO [train.py:927] (7/8) Epoch 4, batch 9600, giga_loss[loss=0.2194, simple_loss=0.3076, pruned_loss=0.06561, over 12401.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02595, over 91.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3051, pruned_loss=0.06806, over 2477270.56 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06595, over 23992.25 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3155, pruned_loss=0.07365, over 2446032.34 frames. utt_duration=1330 frames, utt_pad_proportion=0.03632, over 7366.07 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3043, pruned_loss=0.06786, over 2478307.17 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06702, over 25745.25 utterances.], batch size: 91, lr: 6.99e-04
2022-08-22 05:12:08,605 INFO [train.py:927] (7/8) Epoch 4, batch 9650, giga_loss[loss=0.2256, simple_loss=0.3099, pruned_loss=0.07068, over 12376.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02844, over 91.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3066, pruned_loss=0.06855, over 2477707.19 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06388, over 23958.11 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3156, pruned_loss=0.07377, over 2446344.71 frames. utt_duration=1329 frames, utt_pad_proportion=0.036, over 7370.61 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3057, pruned_loss=0.06821, over 2478646.53 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06505, over 25547.77 utterances.], batch size: 91, lr: 6.99e-04
2022-08-22 05:14:21,719 INFO [train.py:927] (7/8) Epoch 4, batch 9700, giga_loss[loss=0.2072, simple_loss=0.295, pruned_loss=0.05965, over 12241.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02738, over 42.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3093, pruned_loss=0.06929, over 2477261.52 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06477, over 23305.87 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.316, pruned_loss=0.0738, over 2446824.95 frames. utt_duration=1318 frames, utt_pad_proportion=0.03998, over 7431.90 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3081, pruned_loss=0.06892, over 2478289.71 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06494, over 24897.07 utterances.], batch size: 42, lr: 6.99e-04
2022-08-22 05:16:36,621 INFO [train.py:927] (7/8) Epoch 4, batch 9750, giga_loss[loss=0.1899, simple_loss=0.283, pruned_loss=0.04839, over 12424.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3084, pruned_loss=0.0688, over 2476056.18 frames. utt_duration=441 frames, utt_pad_proportion=0.06402, over 22520.58 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3173, pruned_loss=0.07381, over 2447718.71 frames. utt_duration=1323 frames, utt_pad_proportion=0.03881, over 7409.02 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3062, pruned_loss=0.06833, over 2477164.39 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06475, over 24378.16 utterances.], batch size: 75, lr: 6.98e-04
2022-08-22 05:18:38,787 INFO [train.py:927] (7/8) Epoch 4, batch 9800, giga_loss[loss=0.2277, simple_loss=0.3099, pruned_loss=0.07277, over 12385.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03302, over 122.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3064, pruned_loss=0.06785, over 2476430.90 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06586, over 23297.90 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.317, pruned_loss=0.07369, over 2447683.12 frames. utt_duration=1325 frames, utt_pad_proportion=0.03878, over 7398.97 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3048, pruned_loss=0.06757, over 2477451.48 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06634, over 24827.26 utterances.], batch size: 122, lr: 6.98e-04
2022-08-22 05:20:32,672 INFO [train.py:927] (7/8) Epoch 4, batch 9850, giga_loss[loss=0.226, simple_loss=0.3191, pruned_loss=0.06652, over 12336.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3074, pruned_loss=0.06843, over 2476436.11 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06606, over 23378.95 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3167, pruned_loss=0.07351, over 2448136.24 frames. utt_duration=1328 frames, utt_pad_proportion=0.03815, over 7383.34 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3061, pruned_loss=0.0682, over 2477614.25 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06684, over 25072.77 utterances.], batch size: 85, lr: 6.98e-04
2022-08-22 05:22:22,099 INFO [train.py:927] (7/8) Epoch 4, batch 9900, giga_loss[loss=0.2261, simple_loss=0.3057, pruned_loss=0.07327, over 12343.00 frames. utt_duration=582 frames, utt_pad_proportion=0.02996, over 85.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3054, pruned_loss=0.06778, over 2476803.98 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06872, over 23864.01 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3161, pruned_loss=0.07334, over 2448662.71 frames. utt_duration=1331 frames, utt_pad_proportion=0.03747, over 7368.98 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3046, pruned_loss=0.06764, over 2477894.74 frames. utt_duration=388.4 frames, utt_pad_proportion=0.0695, over 25596.00 utterances.], batch size: 85, lr: 6.98e-04
2022-08-22 05:24:12,740 INFO [train.py:927] (7/8) Epoch 4, batch 9950, giga_loss[loss=0.2584, simple_loss=0.3404, pruned_loss=0.0882, over 12381.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03063, over 51.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.307, pruned_loss=0.06982, over 2477102.78 frames. utt_duration=403 frames, utt_pad_proportion=0.06949, over 24660.80 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3164, pruned_loss=0.07348, over 2449144.10 frames. utt_duration=1328 frames, utt_pad_proportion=0.03741, over 7382.67 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3059, pruned_loss=0.0695, over 2478037.34 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07024, over 26334.06 utterances.], batch size: 51, lr: 6.98e-04
2022-08-22 05:25:57,349 INFO [train.py:927] (7/8) Epoch 4, batch 10000, giga_loss[loss=0.2429, simple_loss=0.3238, pruned_loss=0.08099, over 12230.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.0385, over 28.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3152, pruned_loss=0.07465, over 2476437.22 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07083, over 24005.22 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3168, pruned_loss=0.07351, over 2449750.53 frames. utt_duration=1311 frames, utt_pad_proportion=0.04218, over 7482.84 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3139, pruned_loss=0.07432, over 2477134.75 frames. utt_duration=389.3 frames, utt_pad_proportion=0.07042, over 25536.43 utterances.], batch size: 28, lr: 6.97e-04
2022-08-22 05:27:42,233 INFO [train.py:927] (7/8) Epoch 4, batch 10050, giga_loss[loss=0.2156, simple_loss=0.293, pruned_loss=0.06913, over 12338.00 frames. utt_duration=1593 frames, utt_pad_proportion=0.04134, over 31.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3184, pruned_loss=0.07679, over 2476562.86 frames. utt_duration=448 frames, utt_pad_proportion=0.06804, over 22176.06 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3186, pruned_loss=0.07401, over 2450677.60 frames. utt_duration=1309 frames, utt_pad_proportion=0.04158, over 7499.16 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3159, pruned_loss=0.07615, over 2477011.24 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06826, over 23816.83 utterances.], batch size: 31, lr: 6.97e-04
2022-08-22 05:29:24,726 INFO [train.py:927] (7/8) Epoch 4, batch 10100, giga_loss[loss=0.2369, simple_loss=0.3079, pruned_loss=0.08293, over 12362.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07601, over 212.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3124, pruned_loss=0.07478, over 2476201.68 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06766, over 21218.48 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3183, pruned_loss=0.07384, over 2451063.59 frames. utt_duration=1310 frames, utt_pad_proportion=0.04063, over 7490.35 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3105, pruned_loss=0.07447, over 2476912.85 frames. utt_duration=433.2 frames, utt_pad_proportion=0.06843, over 22938.27 utterances.], batch size: 212, lr: 6.97e-04
2022-08-22 05:31:05,811 INFO [train.py:927] (7/8) Epoch 4, batch 10150, giga_loss[loss=0.1739, simple_loss=0.2574, pruned_loss=0.04523, over 12458.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03609, over 105.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3036, pruned_loss=0.07211, over 2476136.01 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06811, over 20819.13 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3183, pruned_loss=0.0741, over 2451014.77 frames. utt_duration=1313 frames, utt_pad_proportion=0.04043, over 7477.46 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.302, pruned_loss=0.07162, over 2476971.01 frames. utt_duration=445.6 frames, utt_pad_proportion=0.06883, over 22304.32 utterances.], batch size: 105, lr: 6.97e-04
2022-08-22 05:32:47,161 INFO [train.py:927] (7/8) Epoch 4, batch 10200, giga_loss[loss=0.2102, simple_loss=0.2869, pruned_loss=0.06677, over 12393.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03195, over 80.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2971, pruned_loss=0.06984, over 2475369.80 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06868, over 20428.81 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3183, pruned_loss=0.07412, over 2451057.62 frames. utt_duration=1315 frames, utt_pad_proportion=0.03999, over 7465.33 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2956, pruned_loss=0.06939, over 2476336.86 frames. utt_duration=455.7 frames, utt_pad_proportion=0.0695, over 21800.91 utterances.], batch size: 80, lr: 6.97e-04
2022-08-22 05:34:28,953 INFO [train.py:927] (7/8) Epoch 4, batch 10250, giga_loss[loss=0.1587, simple_loss=0.2393, pruned_loss=0.03908, over 12114.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.0311, over 30.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2916, pruned_loss=0.06759, over 2475627.62 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06627, over 19771.68 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3181, pruned_loss=0.07424, over 2451916.25 frames. utt_duration=1305 frames, utt_pad_proportion=0.04448, over 7526.47 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.29, pruned_loss=0.06698, over 2476284.31 frames. utt_duration=469.8 frames, utt_pad_proportion=0.06599, over 21146.36 utterances.], batch size: 30, lr: 6.96e-04
2022-08-22 05:36:06,927 INFO [train.py:927] (7/8) Epoch 4, batch 10300, giga_loss[loss=0.171, simple_loss=0.2551, pruned_loss=0.04342, over 12448.00 frames. utt_duration=542.9 frames, utt_pad_proportion=0.03222, over 92.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2875, pruned_loss=0.06568, over 2475299.85 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06668, over 19500.34 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3176, pruned_loss=0.07403, over 2452383.71 frames. utt_duration=1311 frames, utt_pad_proportion=0.04318, over 7489.12 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2855, pruned_loss=0.06509, over 2476278.66 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06718, over 21111.71 utterances.], batch size: 92, lr: 6.96e-04
2022-08-22 05:37:45,732 INFO [train.py:927] (7/8) Epoch 4, batch 10350, giga_loss[loss=0.1628, simple_loss=0.2342, pruned_loss=0.04575, over 12150.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.02943, over 28.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2817, pruned_loss=0.06339, over 2474836.14 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06816, over 19244.70 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3175, pruned_loss=0.0741, over 2452941.43 frames. utt_duration=1301 frames, utt_pad_proportion=0.04708, over 7550.38 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2794, pruned_loss=0.06262, over 2475639.86 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06748, over 20743.53 utterances.], batch size: 28, lr: 6.96e-04
2022-08-22 05:39:27,288 INFO [train.py:927] (7/8) Epoch 4, batch 10400, giga_loss[loss=0.2294, simple_loss=0.2875, pruned_loss=0.08569, over 12396.00 frames. utt_duration=190.7 frames, utt_pad_proportion=0.117, over 262.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2789, pruned_loss=0.06263, over 2474438.22 frames. utt_duration=512 frames, utt_pad_proportion=0.0699, over 19384.94 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3184, pruned_loss=0.07471, over 2453429.69 frames. utt_duration=1262 frames, utt_pad_proportion=0.05984, over 7783.27 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2752, pruned_loss=0.06111, over 2475213.91 frames. utt_duration=480 frames, utt_pad_proportion=0.06515, over 20690.71 utterances.], batch size: 262, lr: 6.96e-04
2022-08-22 05:41:08,915 INFO [train.py:927] (7/8) Epoch 4, batch 10450, giga_loss[loss=0.2588, simple_loss=0.3475, pruned_loss=0.08502, over 12360.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03146, over 97.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2797, pruned_loss=0.06328, over 2474749.08 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06568, over 19409.95 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3185, pruned_loss=0.07471, over 2453499.54 frames. utt_duration=1262 frames, utt_pad_proportion=0.05961, over 7785.35 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2765, pruned_loss=0.06204, over 2475383.57 frames. utt_duration=485 frames, utt_pad_proportion=0.06222, over 20475.71 utterances.], batch size: 97, lr: 6.96e-04
2022-08-22 05:42:51,681 INFO [train.py:927] (7/8) Epoch 4, batch 10500, giga_loss[loss=0.236, simple_loss=0.3119, pruned_loss=0.08007, over 12218.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03593, over 28.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.292, pruned_loss=0.06971, over 2474131.57 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06446, over 18906.83 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.318, pruned_loss=0.07446, over 2453548.82 frames. utt_duration=1265 frames, utt_pad_proportion=0.0589, over 7768.75 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2892, pruned_loss=0.06876, over 2475078.16 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06197, over 20028.81 utterances.], batch size: 28, lr: 6.96e-04
2022-08-22 05:44:34,689 INFO [train.py:927] (7/8) Epoch 4, batch 10550, giga_loss[loss=0.2574, simple_loss=0.337, pruned_loss=0.08891, over 12420.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04213, over 146.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3005, pruned_loss=0.07373, over 2473623.58 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06954, over 19764.50 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3176, pruned_loss=0.07439, over 2453702.01 frames. utt_duration=1267 frames, utt_pad_proportion=0.05833, over 7757.12 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.298, pruned_loss=0.07294, over 2474794.68 frames. utt_duration=473.4 frames, utt_pad_proportion=0.06758, over 20977.23 utterances.], batch size: 146, lr: 6.95e-04
2022-08-22 05:46:17,303 INFO [train.py:927] (7/8) Epoch 4, batch 10600, giga_loss[loss=0.2539, simple_loss=0.3311, pruned_loss=0.08838, over 12439.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05378, over 162.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3051, pruned_loss=0.0751, over 2473785.93 frames. utt_duration=497 frames, utt_pad_proportion=0.07148, over 19969.24 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3174, pruned_loss=0.0743, over 2454378.71 frames. utt_duration=1271 frames, utt_pad_proportion=0.05696, over 7731.76 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3028, pruned_loss=0.07452, over 2474643.37 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07043, over 21292.44 utterances.], batch size: 162, lr: 6.95e-04
2022-08-22 05:47:56,915 INFO [train.py:927] (7/8) Epoch 4, batch 10650, giga_loss[loss=0.2214, simple_loss=0.297, pruned_loss=0.0729, over 12477.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04209, over 34.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3088, pruned_loss=0.07736, over 2473630.60 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07148, over 19933.53 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3173, pruned_loss=0.07432, over 2454630.09 frames. utt_duration=1274 frames, utt_pad_proportion=0.05612, over 7713.32 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3069, pruned_loss=0.07691, over 2474452.25 frames. utt_duration=468 frames, utt_pad_proportion=0.07099, over 21215.62 utterances.], batch size: 34, lr: 6.95e-04
2022-08-22 05:49:38,092 INFO [train.py:927] (7/8) Epoch 4, batch 10700, giga_loss[loss=0.2925, simple_loss=0.3592, pruned_loss=0.1129, over 12373.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06033, over 182.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3123, pruned_loss=0.07861, over 2473189.09 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06539, over 18910.00 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3166, pruned_loss=0.07395, over 2454887.86 frames. utt_duration=1280 frames, utt_pad_proportion=0.05509, over 7681.75 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3112, pruned_loss=0.07863, over 2474024.19 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06578, over 20207.65 utterances.], batch size: 182, lr: 6.95e-04
2022-08-22 05:51:18,601 INFO [train.py:927] (7/8) Epoch 4, batch 10750, libri_loss[loss=0.2051, simple_loss=0.2848, pruned_loss=0.06267, over 12273.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01127, over 28.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3154, pruned_loss=0.07993, over 2472027.42 frames. utt_duration=529.2 frames, utt_pad_proportion=0.07089, over 18736.49 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3158, pruned_loss=0.07356, over 2455000.79 frames. utt_duration=1288 frames, utt_pad_proportion=0.05361, over 7632.11 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3151, pruned_loss=0.08054, over 2473317.02 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07161, over 20304.85 utterances.], batch size: 28, lr: 6.95e-04
2022-08-22 05:52:58,495 INFO [train.py:927] (7/8) Epoch 4, batch 10800, giga_loss[loss=0.2167, simple_loss=0.3065, pruned_loss=0.06344, over 12409.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04273, over 146.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3177, pruned_loss=0.07963, over 2472685.61 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06942, over 18238.48 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3158, pruned_loss=0.07356, over 2455378.88 frames. utt_duration=1290 frames, utt_pad_proportion=0.05307, over 7621.67 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3176, pruned_loss=0.08021, over 2473599.33 frames. utt_duration=505.4 frames, utt_pad_proportion=0.07041, over 19634.92 utterances.], batch size: 146, lr: 6.94e-04
2022-08-22 05:54:40,110 INFO [train.py:927] (7/8) Epoch 4, batch 10850, giga_loss[loss=0.2274, simple_loss=0.3174, pruned_loss=0.06867, over 12413.00 frames. utt_duration=513.4 frames, utt_pad_proportion=0.02767, over 97.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3177, pruned_loss=0.07822, over 2473030.12 frames. utt_duration=575 frames, utt_pad_proportion=0.06821, over 17249.35 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3157, pruned_loss=0.07342, over 2455930.81 frames. utt_duration=1280 frames, utt_pad_proportion=0.0561, over 7681.14 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3177, pruned_loss=0.07901, over 2473840.35 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06834, over 18648.71 utterances.], batch size: 97, lr: 6.94e-04
2022-08-22 05:56:22,571 INFO [train.py:927] (7/8) Epoch 4, batch 10900, giga_loss[loss=0.2741, simple_loss=0.3374, pruned_loss=0.1055, over 12361.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04266, over 133.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3222, pruned_loss=0.08344, over 2473178.64 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06698, over 17677.71 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3159, pruned_loss=0.07356, over 2456124.83 frames. utt_duration=1282 frames, utt_pad_proportion=0.05545, over 7672.95 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3222, pruned_loss=0.08402, over 2473876.50 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06743, over 18914.79 utterances.], batch size: 133, lr: 6.94e-04
2022-08-22 05:58:02,964 INFO [train.py:927] (7/8) Epoch 4, batch 10950, libri_loss[loss=0.23, simple_loss=0.3261, pruned_loss=0.06689, over 12300.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006538, over 35.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3219, pruned_loss=0.08418, over 2473163.75 frames. utt_duration=572 frames, utt_pad_proportion=0.06743, over 17338.89 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3157, pruned_loss=0.07355, over 2456911.47 frames. utt_duration=1284 frames, utt_pad_proportion=0.05443, over 7664.84 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3223, pruned_loss=0.08507, over 2473703.49 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06839, over 18755.80 utterances.], batch size: 35, lr: 6.94e-04
2022-08-22 05:59:43,883 INFO [train.py:927] (7/8) Epoch 4, batch 11000, giga_loss[loss=0.2233, simple_loss=0.3, pruned_loss=0.07331, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03054, over 42.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3207, pruned_loss=0.08421, over 2473405.87 frames. utt_duration=564 frames, utt_pad_proportion=0.06698, over 17588.83 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3154, pruned_loss=0.07347, over 2457673.96 frames. utt_duration=1283 frames, utt_pad_proportion=0.05353, over 7673.50 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3214, pruned_loss=0.08539, over 2473739.30 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06832, over 19086.21 utterances.], batch size: 42, lr: 6.94e-04
2022-08-22 06:01:25,703 INFO [train.py:927] (7/8) Epoch 4, batch 11050, giga_loss[loss=0.2266, simple_loss=0.3057, pruned_loss=0.07374, over 12395.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02922, over 58.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3193, pruned_loss=0.08301, over 2474122.61 frames. utt_duration=555 frames, utt_pad_proportion=0.06857, over 17880.23 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3154, pruned_loss=0.07353, over 2457983.54 frames. utt_duration=1284 frames, utt_pad_proportion=0.0529, over 7665.05 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.32, pruned_loss=0.08407, over 2474396.44 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06983, over 19260.15 utterances.], batch size: 58, lr: 6.93e-04
2022-08-22 06:03:07,090 INFO [train.py:927] (7/8) Epoch 4, batch 11100, giga_loss[loss=0.2283, simple_loss=0.3019, pruned_loss=0.07739, over 12374.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.0751, over 212.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3168, pruned_loss=0.08142, over 2473788.45 frames. utt_duration=531 frames, utt_pad_proportion=0.07695, over 18685.85 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3163, pruned_loss=0.07358, over 2458085.87 frames. utt_duration=1283 frames, utt_pad_proportion=0.05232, over 7670.61 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3166, pruned_loss=0.08238, over 2474186.17 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07775, over 19969.44 utterances.], batch size: 212, lr: 6.93e-04
2022-08-22 06:04:48,357 INFO [train.py:927] (7/8) Epoch 4, batch 11150, libri_loss[loss=0.2242, simple_loss=0.3127, pruned_loss=0.06781, over 12469.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007573, over 39.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3119, pruned_loss=0.07873, over 2473780.26 frames. utt_duration=527.8 frames, utt_pad_proportion=0.07525, over 18800.86 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3162, pruned_loss=0.07337, over 2458055.20 frames. utt_duration=1288 frames, utt_pad_proportion=0.05081, over 7645.53 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3118, pruned_loss=0.07994, over 2474659.79 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07677, over 20253.93 utterances.], batch size: 39, lr: 6.93e-04
2022-08-22 06:06:32,016 INFO [train.py:927] (7/8) Epoch 4, batch 11200, giga_loss[loss=0.2319, simple_loss=0.3115, pruned_loss=0.07616, over 12322.00 frames. utt_duration=625.3 frames, utt_pad_proportion=0.02903, over 79.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3105, pruned_loss=0.07826, over 2473668.44 frames. utt_duration=520.3 frames, utt_pad_proportion=0.07669, over 19073.75 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3155, pruned_loss=0.07315, over 2458442.67 frames. utt_duration=1292 frames, utt_pad_proportion=0.04965, over 7618.11 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3108, pruned_loss=0.07958, over 2474531.29 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07838, over 20610.41 utterances.], batch size: 79, lr: 6.93e-04
2022-08-22 06:08:10,439 INFO [train.py:927] (7/8) Epoch 4, batch 11250, giga_loss[loss=0.21, simple_loss=0.2799, pruned_loss=0.07001, over 12137.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04318, over 33.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3081, pruned_loss=0.07694, over 2473259.64 frames. utt_duration=533.8 frames, utt_pad_proportion=0.07228, over 18585.71 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3151, pruned_loss=0.07304, over 2458287.84 frames. utt_duration=1297 frames, utt_pad_proportion=0.04907, over 7590.01 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3087, pruned_loss=0.07815, over 2474375.00 frames. utt_duration=495.4 frames, utt_pad_proportion=0.0743, over 20039.30 utterances.], batch size: 33, lr: 6.93e-04
2022-08-22 06:09:50,935 INFO [train.py:927] (7/8) Epoch 4, batch 11300, giga_loss[loss=0.215, simple_loss=0.2978, pruned_loss=0.06606, over 12301.00 frames. utt_duration=912.8 frames, utt_pad_proportion=0.02481, over 54.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3048, pruned_loss=0.07558, over 2473111.70 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06658, over 17417.52 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3151, pruned_loss=0.07305, over 2458284.75 frames. utt_duration=1300 frames, utt_pad_proportion=0.04835, over 7575.29 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3051, pruned_loss=0.0766, over 2474274.52 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06907, over 18775.60 utterances.], batch size: 54, lr: 6.92e-04
2022-08-22 06:11:30,617 INFO [train.py:927] (7/8) Epoch 4, batch 11350, giga_loss[loss=0.2278, simple_loss=0.304, pruned_loss=0.07581, over 12406.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05751, over 182.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3013, pruned_loss=0.07342, over 2472934.70 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06105, over 16810.02 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3154, pruned_loss=0.07308, over 2458620.73 frames. utt_duration=1302 frames, utt_pad_proportion=0.04728, over 7559.16 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3008, pruned_loss=0.07424, over 2473963.19 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06405, over 18167.53 utterances.], batch size: 182, lr: 6.92e-04
2022-08-22 06:13:11,149 INFO [train.py:927] (7/8) Epoch 4, batch 11400, giga_loss[loss=0.2015, simple_loss=0.2701, pruned_loss=0.06648, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.298, pruned_loss=0.07214, over 2472809.27 frames. utt_duration=604.7 frames, utt_pad_proportion=0.05948, over 16398.58 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3155, pruned_loss=0.07309, over 2458805.33 frames. utt_duration=1301 frames, utt_pad_proportion=0.04701, over 7568.09 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.2972, pruned_loss=0.07278, over 2473862.52 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06229, over 17721.67 utterances.], batch size: 48, lr: 6.92e-04
2022-08-22 06:14:51,771 INFO [train.py:927] (7/8) Epoch 4, batch 11450, giga_loss[loss=0.2132, simple_loss=0.2895, pruned_loss=0.06843, over 12401.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03484, over 80.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2946, pruned_loss=0.07066, over 2473079.18 frames. utt_duration=626.5 frames, utt_pad_proportion=0.05781, over 15826.75 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3152, pruned_loss=0.07319, over 2458986.27 frames. utt_duration=1307 frames, utt_pad_proportion=0.0458, over 7531.81 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2937, pruned_loss=0.07103, over 2474230.05 frames. utt_duration=577 frames, utt_pad_proportion=0.06092, over 17196.76 utterances.], batch size: 80, lr: 6.92e-04
2022-08-22 06:16:34,945 INFO [train.py:927] (7/8) Epoch 4, batch 11500, libri_loss[loss=0.2281, simple_loss=0.3195, pruned_loss=0.06834, over 12305.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007292, over 36.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2921, pruned_loss=0.06935, over 2472610.78 frames. utt_duration=650.7 frames, utt_pad_proportion=0.05352, over 15233.53 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.315, pruned_loss=0.07312, over 2458700.70 frames. utt_duration=1310 frames, utt_pad_proportion=0.04501, over 7516.61 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2908, pruned_loss=0.06962, over 2474220.44 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05689, over 16605.55 utterances.], batch size: 36, lr: 6.92e-04
2022-08-22 06:18:24,556 INFO [train.py:927] (7/8) Epoch 4, batch 11550, giga_loss[loss=0.1931, simple_loss=0.2728, pruned_loss=0.05667, over 12283.00 frames. utt_duration=965 frames, utt_pad_proportion=0.03793, over 51.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.2954, pruned_loss=0.07151, over 2472705.49 frames. utt_duration=626.1 frames, utt_pad_proportion=0.05416, over 15835.46 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3151, pruned_loss=0.07314, over 2458789.28 frames. utt_duration=1310 frames, utt_pad_proportion=0.04504, over 7517.73 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.294, pruned_loss=0.07167, over 2474089.05 frames. utt_duration=582.7 frames, utt_pad_proportion=0.05674, over 17026.98 utterances.], batch size: 51, lr: 6.91e-04
2022-08-22 06:20:08,408 INFO [train.py:927] (7/8) Epoch 4, batch 11600, giga_loss[loss=0.214, simple_loss=0.2955, pruned_loss=0.06619, over 12374.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02508, over 48.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3029, pruned_loss=0.0766, over 2473030.55 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05667, over 16508.65 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3148, pruned_loss=0.07304, over 2458929.58 frames. utt_duration=1310 frames, utt_pad_proportion=0.04477, over 7514.04 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3017, pruned_loss=0.07679, over 2474173.06 frames. utt_duration=565 frames, utt_pad_proportion=0.05863, over 17561.68 utterances.], batch size: 48, lr: 6.91e-04
2022-08-22 06:21:51,512 INFO [train.py:927] (7/8) Epoch 4, batch 11650, giga_loss[loss=0.2728, simple_loss=0.3407, pruned_loss=0.1024, over 12375.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04967, over 161.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3088, pruned_loss=0.07931, over 2473347.35 frames. utt_duration=572.2 frames, utt_pad_proportion=0.0608, over 17333.90 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3146, pruned_loss=0.07305, over 2458831.95 frames. utt_duration=1314 frames, utt_pad_proportion=0.04409, over 7495.89 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3079, pruned_loss=0.07954, over 2474570.62 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06242, over 18350.50 utterances.], batch size: 161, lr: 6.91e-04
2022-08-22 06:23:33,911 INFO [train.py:927] (7/8) Epoch 4, batch 11700, giga_loss[loss=0.2788, simple_loss=0.3441, pruned_loss=0.1068, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02522, over 45.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3166, pruned_loss=0.08303, over 2473305.13 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06078, over 17918.24 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3154, pruned_loss=0.07347, over 2458859.64 frames. utt_duration=1314 frames, utt_pad_proportion=0.04363, over 7494.43 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3152, pruned_loss=0.08294, over 2474452.25 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06227, over 18860.88 utterances.], batch size: 45, lr: 6.91e-04
2022-08-22 06:25:14,928 INFO [train.py:927] (7/8) Epoch 4, batch 11750, giga_loss[loss=0.2204, simple_loss=0.3002, pruned_loss=0.07028, over 12444.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03144, over 80.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3155, pruned_loss=0.08125, over 2473282.23 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06024, over 18065.62 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3155, pruned_loss=0.07363, over 2458748.55 frames. utt_duration=1318 frames, utt_pad_proportion=0.04267, over 7470.78 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3143, pruned_loss=0.08126, over 2474712.57 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06193, over 19129.88 utterances.], batch size: 80, lr: 6.91e-04
2022-08-22 06:26:55,317 INFO [train.py:927] (7/8) Epoch 4, batch 11800, libri_loss[loss=0.2178, simple_loss=0.3053, pruned_loss=0.06516, over 12183.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005322, over 33.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3143, pruned_loss=0.07968, over 2472820.45 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06585, over 17828.17 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3154, pruned_loss=0.07373, over 2458909.80 frames. utt_duration=1319 frames, utt_pad_proportion=0.04179, over 7466.21 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3134, pruned_loss=0.07983, over 2474293.26 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06742, over 19011.07 utterances.], batch size: 33, lr: 6.90e-04
2022-08-22 06:28:37,683 INFO [train.py:927] (7/8) Epoch 4, batch 11850, giga_loss[loss=0.2528, simple_loss=0.3361, pruned_loss=0.08472, over 12434.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03262, over 75.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3158, pruned_loss=0.08013, over 2472319.05 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06707, over 17906.36 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3156, pruned_loss=0.07393, over 2459252.55 frames. utt_duration=1316 frames, utt_pad_proportion=0.04163, over 7482.64 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3149, pruned_loss=0.08025, over 2473638.24 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06865, over 19170.41 utterances.], batch size: 75, lr: 6.90e-04
2022-08-22 06:30:21,134 INFO [train.py:927] (7/8) Epoch 4, batch 11900, giga_loss[loss=0.2856, simple_loss=0.3555, pruned_loss=0.1079, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05198, over 161.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3186, pruned_loss=0.08238, over 2472197.37 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06283, over 17804.20 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3153, pruned_loss=0.07381, over 2459382.45 frames. utt_duration=1321 frames, utt_pad_proportion=0.04091, over 7456.91 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3181, pruned_loss=0.08275, over 2473431.14 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06478, over 19075.70 utterances.], batch size: 161, lr: 6.90e-04
2022-08-22 06:32:06,048 INFO [train.py:927] (7/8) Epoch 4, batch 11950, giga_loss[loss=0.2342, simple_loss=0.3167, pruned_loss=0.07584, over 12271.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02728, over 54.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3215, pruned_loss=0.08386, over 2472428.19 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05888, over 17481.37 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3169, pruned_loss=0.07411, over 2459620.55 frames. utt_duration=1322 frames, utt_pad_proportion=0.04047, over 7451.04 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3198, pruned_loss=0.08403, over 2473363.03 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06094, over 18630.57 utterances.], batch size: 54, lr: 6.90e-04
2022-08-22 06:33:49,418 INFO [train.py:927] (7/8) Epoch 4, batch 12000, giga_loss[loss=0.2682, simple_loss=0.3284, pruned_loss=0.104, over 12340.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1981, over 366.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3224, pruned_loss=0.08386, over 2472729.08 frames. utt_duration=585.1 frames, utt_pad_proportion=0.06034, over 16948.82 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3168, pruned_loss=0.07408, over 2460015.47 frames. utt_duration=1323 frames, utt_pad_proportion=0.03986, over 7445.07 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3212, pruned_loss=0.08421, over 2473346.48 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06231, over 18039.42 utterances.], batch size: 366, lr: 6.90e-04
2022-08-22 06:33:49,419 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 06:34:03,591 INFO [train.py:967] (7/8) 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 06:35:44,827 INFO [train.py:927] (7/8) Epoch 4, batch 12050, giga_loss[loss=0.2412, simple_loss=0.3247, pruned_loss=0.07885, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03393, over 37.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3229, pruned_loss=0.08369, over 2472583.25 frames. utt_duration=613.8 frames, utt_pad_proportion=0.0586, over 16153.24 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3169, pruned_loss=0.07422, over 2460026.05 frames. utt_duration=1324 frames, utt_pad_proportion=0.0394, over 7438.44 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.322, pruned_loss=0.08396, over 2473228.87 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06061, over 17140.63 utterances.], batch size: 37, lr: 6.90e-04
2022-08-22 06:37:24,361 INFO [train.py:927] (7/8) Epoch 4, batch 12100, giga_loss[loss=0.2408, simple_loss=0.3156, pruned_loss=0.08296, over 12364.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03453, over 104.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3225, pruned_loss=0.08427, over 2471818.85 frames. utt_duration=631.7 frames, utt_pad_proportion=0.05789, over 15688.97 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3172, pruned_loss=0.07455, over 2460069.16 frames. utt_duration=1324 frames, utt_pad_proportion=0.03894, over 7439.84 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3215, pruned_loss=0.08431, over 2472455.93 frames. utt_duration=597.9 frames, utt_pad_proportion=0.05985, over 16581.89 utterances.], batch size: 104, lr: 6.89e-04
2022-08-22 06:39:05,875 INFO [train.py:927] (7/8) Epoch 4, batch 12150, giga_loss[loss=0.2389, simple_loss=0.3188, pruned_loss=0.07948, over 12380.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02731, over 91.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.322, pruned_loss=0.08384, over 2472114.61 frames. utt_duration=644.8 frames, utt_pad_proportion=0.05415, over 15371.29 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3171, pruned_loss=0.07435, over 2460058.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.03854, over 7421.32 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3214, pruned_loss=0.08418, over 2472768.97 frames. utt_duration=611.9 frames, utt_pad_proportion=0.05617, over 16204.02 utterances.], batch size: 91, lr: 6.89e-04
2022-08-22 06:40:44,222 INFO [train.py:927] (7/8) Epoch 4, batch 12200, giga_loss[loss=0.2696, simple_loss=0.3371, pruned_loss=0.1011, over 12382.00 frames. utt_duration=234 frames, utt_pad_proportion=0.0788, over 213.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3225, pruned_loss=0.08419, over 2471948.25 frames. utt_duration=632.5 frames, utt_pad_proportion=0.05787, over 15670.71 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3172, pruned_loss=0.07448, over 2460333.38 frames. utt_duration=1326 frames, utt_pad_proportion=0.03842, over 7430.69 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3221, pruned_loss=0.08466, over 2472590.10 frames. utt_duration=597.6 frames, utt_pad_proportion=0.0596, over 16592.49 utterances.], batch size: 213, lr: 6.89e-04
2022-08-22 06:42:25,584 INFO [train.py:927] (7/8) Epoch 4, batch 12250, giga_loss[loss=0.2461, simple_loss=0.3206, pruned_loss=0.08582, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03412, over 40.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3217, pruned_loss=0.08397, over 2472958.04 frames. utt_duration=627.4 frames, utt_pad_proportion=0.06016, over 15803.76 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3169, pruned_loss=0.07444, over 2460673.20 frames. utt_duration=1327 frames, utt_pad_proportion=0.03791, over 7424.10 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3217, pruned_loss=0.08454, over 2473405.09 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06179, over 16686.19 utterances.], batch size: 40, lr: 6.89e-04
2022-08-22 06:44:05,316 INFO [train.py:927] (7/8) Epoch 4, batch 12300, giga_loss[loss=0.2114, simple_loss=0.2938, pruned_loss=0.06451, over 12464.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.02895, over 55.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3197, pruned_loss=0.08321, over 2472287.02 frames. utt_duration=651.2 frames, utt_pad_proportion=0.05983, over 15221.03 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3169, pruned_loss=0.07452, over 2460720.60 frames. utt_duration=1328 frames, utt_pad_proportion=0.03749, over 7417.81 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3198, pruned_loss=0.08371, over 2472731.18 frames. utt_duration=618.4 frames, utt_pad_proportion=0.06148, over 16032.85 utterances.], batch size: 55, lr: 6.89e-04
2022-08-22 06:45:45,191 INFO [train.py:927] (7/8) Epoch 4, batch 12350, giga_loss[loss=0.2528, simple_loss=0.3304, pruned_loss=0.0876, over 12330.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03388, over 62.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3192, pruned_loss=0.08415, over 2471966.27 frames. utt_duration=621 frames, utt_pad_proportion=0.0638, over 15960.49 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3177, pruned_loss=0.07531, over 2460747.09 frames. utt_duration=1308 frames, utt_pad_proportion=0.04254, over 7531.07 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3186, pruned_loss=0.08393, over 2472445.92 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06308, over 16611.63 utterances.], batch size: 62, lr: 6.88e-04
2022-08-22 06:47:26,127 INFO [train.py:927] (7/8) Epoch 4, batch 12400, giga_loss[loss=0.2508, simple_loss=0.313, pruned_loss=0.09425, over 12468.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03468, over 43.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3161, pruned_loss=0.08301, over 2471595.72 frames. utt_duration=616.4 frames, utt_pad_proportion=0.05955, over 16079.07 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3174, pruned_loss=0.07526, over 2460567.95 frames. utt_duration=1310 frames, utt_pad_proportion=0.04216, over 7522.08 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3158, pruned_loss=0.08299, over 2472277.10 frames. utt_duration=593.3 frames, utt_pad_proportion=0.0594, over 16711.03 utterances.], batch size: 43, lr: 6.88e-04
2022-08-22 06:49:06,714 INFO [train.py:927] (7/8) Epoch 4, batch 12450, giga_loss[loss=0.1899, simple_loss=0.2731, pruned_loss=0.05331, over 12298.00 frames. utt_duration=912.2 frames, utt_pad_proportion=0.02546, over 54.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3125, pruned_loss=0.08108, over 2471691.92 frames. utt_duration=627.1 frames, utt_pad_proportion=0.05588, over 15803.01 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3175, pruned_loss=0.0751, over 2460568.16 frames. utt_duration=1310 frames, utt_pad_proportion=0.04208, over 7524.23 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3122, pruned_loss=0.0813, over 2472367.64 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05601, over 16406.61 utterances.], batch size: 54, lr: 6.88e-04
2022-08-22 06:50:47,131 INFO [train.py:927] (7/8) Epoch 4, batch 12500, giga_loss[loss=0.1766, simple_loss=0.2626, pruned_loss=0.04528, over 12469.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03661, over 26.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3119, pruned_loss=0.08015, over 2471492.47 frames. utt_duration=612 frames, utt_pad_proportion=0.0589, over 16193.93 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3193, pruned_loss=0.07547, over 2460598.82 frames. utt_duration=1311 frames, utt_pad_proportion=0.0416, over 7516.39 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3098, pruned_loss=0.08006, over 2472159.56 frames. utt_duration=590.3 frames, utt_pad_proportion=0.0592, over 16795.48 utterances.], batch size: 26, lr: 6.88e-04
2022-08-22 06:52:30,041 INFO [train.py:927] (7/8) Epoch 4, batch 12550, libri_loss[loss=0.2485, simple_loss=0.3341, pruned_loss=0.08145, over 12450.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009692, over 39.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.314, pruned_loss=0.08014, over 2472606.17 frames. utt_duration=604 frames, utt_pad_proportion=0.05991, over 16416.23 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3207, pruned_loss=0.07604, over 2460899.03 frames. utt_duration=1298 frames, utt_pad_proportion=0.0453, over 7593.03 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3109, pruned_loss=0.07968, over 2473171.14 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05884, over 17062.28 utterances.], batch size: 39, lr: 6.88e-04
2022-08-22 06:54:09,385 INFO [train.py:927] (7/8) Epoch 4, batch 12600, giga_loss[loss=0.2464, simple_loss=0.3175, pruned_loss=0.08764, over 12463.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03303, over 86.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.314, pruned_loss=0.08017, over 2472493.94 frames. utt_duration=597.6 frames, utt_pad_proportion=0.0583, over 16589.96 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3203, pruned_loss=0.07618, over 2460768.57 frames. utt_duration=1303 frames, utt_pad_proportion=0.04483, over 7565.40 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3118, pruned_loss=0.07979, over 2473319.52 frames. utt_duration=572.6 frames, utt_pad_proportion=0.0578, over 17324.24 utterances.], batch size: 86, lr: 6.87e-04
2022-08-22 06:55:51,437 INFO [train.py:927] (7/8) Epoch 4, batch 12650, giga_loss[loss=0.2071, simple_loss=0.2856, pruned_loss=0.06426, over 12168.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03248, over 36.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.313, pruned_loss=0.0792, over 2472157.67 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05955, over 17119.15 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3207, pruned_loss=0.07686, over 2460617.64 frames. utt_duration=1303 frames, utt_pad_proportion=0.04413, over 7562.40 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3107, pruned_loss=0.07836, over 2473260.11 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05959, over 17974.62 utterances.], batch size: 36, lr: 6.87e-04
2022-08-22 06:57:30,413 INFO [train.py:927] (7/8) Epoch 4, batch 12700, giga_loss[loss=0.2182, simple_loss=0.296, pruned_loss=0.0702, over 12407.00 frames. utt_duration=974.6 frames, utt_pad_proportion=0.02924, over 51.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3124, pruned_loss=0.07896, over 2472573.83 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05769, over 17233.32 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3205, pruned_loss=0.0772, over 2460581.35 frames. utt_duration=1306 frames, utt_pad_proportion=0.04371, over 7544.50 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3105, pruned_loss=0.07801, over 2473756.99 frames. utt_duration=546.5 frames, utt_pad_proportion=0.0581, over 18155.04 utterances.], batch size: 51, lr: 6.87e-04
2022-08-22 06:59:09,697 INFO [train.py:927] (7/8) Epoch 4, batch 12750, giga_loss[loss=0.2302, simple_loss=0.3031, pruned_loss=0.07871, over 12433.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03749, over 37.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3115, pruned_loss=0.07823, over 2472484.58 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06316, over 17164.74 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3199, pruned_loss=0.07698, over 2460473.88 frames. utt_duration=1308 frames, utt_pad_proportion=0.0434, over 7535.85 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3103, pruned_loss=0.0777, over 2473730.56 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06341, over 18068.51 utterances.], batch size: 37, lr: 6.87e-04
2022-08-22 07:00:48,307 INFO [train.py:927] (7/8) Epoch 4, batch 12800, libri_loss[loss=0.2575, simple_loss=0.3333, pruned_loss=0.0909, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005436, over 34.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3141, pruned_loss=0.07957, over 2473021.29 frames. utt_duration=589.5 frames, utt_pad_proportion=0.06139, over 16823.26 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.32, pruned_loss=0.07727, over 2460456.18 frames. utt_duration=1307 frames, utt_pad_proportion=0.04314, over 7536.61 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3129, pruned_loss=0.0789, over 2474323.23 frames. utt_duration=559 frames, utt_pad_proportion=0.06193, over 17753.70 utterances.], batch size: 34, lr: 6.87e-04
2022-08-22 07:02:26,988 INFO [train.py:927] (7/8) Epoch 4, batch 12850, giga_loss[loss=0.219, simple_loss=0.301, pruned_loss=0.06847, over 12357.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.0433, over 31.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3144, pruned_loss=0.07939, over 2473522.11 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05834, over 16479.28 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3203, pruned_loss=0.07755, over 2460738.21 frames. utt_duration=1309 frames, utt_pad_proportion=0.04264, over 7526.08 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3131, pruned_loss=0.07863, over 2474516.04 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05925, over 17399.77 utterances.], batch size: 31, lr: 6.87e-04
2022-08-22 07:04:07,366 INFO [train.py:927] (7/8) Epoch 4, batch 12900, giga_loss[loss=0.2207, simple_loss=0.2901, pruned_loss=0.07566, over 12251.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03148, over 45.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3141, pruned_loss=0.07936, over 2473397.44 frames. utt_duration=629.3 frames, utt_pad_proportion=0.05458, over 15759.56 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3214, pruned_loss=0.07822, over 2460661.98 frames. utt_duration=1310 frames, utt_pad_proportion=0.0423, over 7524.82 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.312, pruned_loss=0.07815, over 2474371.77 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05569, over 16563.37 utterances.], batch size: 45, lr: 6.86e-04
2022-08-22 07:05:45,808 INFO [train.py:927] (7/8) Epoch 4, batch 12950, giga_loss[loss=0.2337, simple_loss=0.3104, pruned_loss=0.07846, over 12433.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04115, over 146.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3122, pruned_loss=0.07871, over 2473184.55 frames. utt_duration=630.6 frames, utt_pad_proportion=0.05365, over 15725.29 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3218, pruned_loss=0.0788, over 2460881.26 frames. utt_duration=1310 frames, utt_pad_proportion=0.04142, over 7523.08 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3099, pruned_loss=0.07726, over 2474094.99 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05505, over 16585.04 utterances.], batch size: 146, lr: 6.86e-04
2022-08-22 07:07:25,884 INFO [train.py:927] (7/8) Epoch 4, batch 13000, giga_loss[loss=0.2426, simple_loss=0.3303, pruned_loss=0.07745, over 12388.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05876, over 182.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3134, pruned_loss=0.07873, over 2473231.45 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05518, over 16661.29 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3223, pruned_loss=0.07919, over 2460745.36 frames. utt_duration=1308 frames, utt_pad_proportion=0.0413, over 7531.09 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3111, pruned_loss=0.07724, over 2474249.42 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05632, over 17449.14 utterances.], batch size: 182, lr: 6.86e-04
2022-08-22 07:09:02,164 INFO [train.py:927] (7/8) Epoch 4, batch 13050, libri_loss[loss=0.2503, simple_loss=0.3244, pruned_loss=0.08812, over 12478.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007173, over 36.00 utterances.], tot_loss[loss=0.236, simple_loss=0.314, pruned_loss=0.07902, over 2473541.15 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05759, over 16975.40 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3227, pruned_loss=0.08004, over 2461245.79 frames. utt_duration=1298 frames, utt_pad_proportion=0.04422, over 7591.39 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3114, pruned_loss=0.07703, over 2474459.17 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05779, over 18008.63 utterances.], batch size: 36, lr: 6.86e-04
2022-08-22 07:10:40,337 INFO [train.py:927] (7/8) Epoch 4, batch 13100, giga_loss[loss=0.2752, simple_loss=0.3418, pruned_loss=0.1043, over 12395.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.313, pruned_loss=0.07975, over 2474733.76 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05494, over 17063.02 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3221, pruned_loss=0.08003, over 2461638.85 frames. utt_duration=1303 frames, utt_pad_proportion=0.04348, over 7562.86 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3112, pruned_loss=0.07815, over 2475412.29 frames. utt_duration=547.9 frames, utt_pad_proportion=0.0556, over 18122.79 utterances.], batch size: 183, lr: 6.86e-04
2022-08-22 07:12:18,764 INFO [train.py:927] (7/8) Epoch 4, batch 13150, giga_loss[loss=0.1954, simple_loss=0.2608, pruned_loss=0.06498, over 12402.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04477, over 26.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3111, pruned_loss=0.08022, over 2474570.91 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05706, over 16720.67 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3225, pruned_loss=0.0805, over 2461792.50 frames. utt_duration=1291 frames, utt_pad_proportion=0.04723, over 7636.43 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3089, pruned_loss=0.07848, over 2475392.61 frames. utt_duration=557.6 frames, utt_pad_proportion=0.05613, over 17804.10 utterances.], batch size: 26, lr: 6.85e-04
2022-08-22 07:13:58,496 INFO [train.py:927] (7/8) Epoch 4, batch 13200, giga_loss[loss=0.2221, simple_loss=0.2985, pruned_loss=0.07283, over 12460.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.0316, over 92.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3097, pruned_loss=0.07981, over 2474776.30 frames. utt_duration=564 frames, utt_pad_proportion=0.05998, over 17599.88 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3229, pruned_loss=0.08087, over 2461985.49 frames. utt_duration=1295 frames, utt_pad_proportion=0.04655, over 7613.87 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3074, pruned_loss=0.07807, over 2475503.08 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05944, over 18661.25 utterances.], batch size: 92, lr: 6.85e-04
2022-08-22 07:15:40,110 INFO [train.py:927] (7/8) Epoch 4, batch 13250, giga_loss[loss=0.2043, simple_loss=0.2813, pruned_loss=0.0637, over 12443.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03517, over 98.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3051, pruned_loss=0.07729, over 2475205.86 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05619, over 17255.74 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3232, pruned_loss=0.08125, over 2462146.16 frames. utt_duration=1294 frames, utt_pad_proportion=0.04598, over 7617.59 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3027, pruned_loss=0.0755, over 2475881.42 frames. utt_duration=543.5 frames, utt_pad_proportion=0.05624, over 18272.96 utterances.], batch size: 98, lr: 6.85e-04
2022-08-22 07:17:19,653 INFO [train.py:927] (7/8) Epoch 4, batch 13300, giga_loss[loss=0.1907, simple_loss=0.2674, pruned_loss=0.05695, over 12216.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03925, over 28.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3034, pruned_loss=0.07625, over 2474874.09 frames. utt_duration=566 frames, utt_pad_proportion=0.05862, over 17537.40 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3235, pruned_loss=0.0816, over 2462277.61 frames. utt_duration=1292 frames, utt_pad_proportion=0.04594, over 7632.15 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3009, pruned_loss=0.07446, over 2475475.30 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05867, over 18464.52 utterances.], batch size: 28, lr: 6.85e-04
2022-08-22 07:19:00,692 INFO [train.py:927] (7/8) Epoch 4, batch 13350, libri_loss[loss=0.2668, simple_loss=0.3332, pruned_loss=0.1002, over 12442.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01123, over 39.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3061, pruned_loss=0.07704, over 2474510.22 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05808, over 17383.88 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.324, pruned_loss=0.08201, over 2462484.99 frames. utt_duration=1288 frames, utt_pad_proportion=0.04592, over 7654.60 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3031, pruned_loss=0.07508, over 2475117.84 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05834, over 18379.68 utterances.], batch size: 39, lr: 6.85e-04
2022-08-22 07:20:39,963 INFO [train.py:927] (7/8) Epoch 4, batch 13400, giga_loss[loss=0.2395, simple_loss=0.3187, pruned_loss=0.08019, over 12371.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03533, over 122.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3097, pruned_loss=0.07854, over 2475274.14 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06261, over 18226.53 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3244, pruned_loss=0.08236, over 2462616.56 frames. utt_duration=1275 frames, utt_pad_proportion=0.05026, over 7733.33 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.307, pruned_loss=0.07667, over 2475684.17 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06106, over 18980.80 utterances.], batch size: 122, lr: 6.84e-04
2022-08-22 07:22:26,573 INFO [train.py:927] (7/8) Epoch 4, batch 13450, giga_loss[loss=0.222, simple_loss=0.3066, pruned_loss=0.06866, over 12390.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02967, over 58.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3156, pruned_loss=0.08266, over 2475272.18 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06289, over 18379.12 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3255, pruned_loss=0.08315, over 2462821.64 frames. utt_duration=1262 frames, utt_pad_proportion=0.05439, over 7813.99 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3123, pruned_loss=0.08045, over 2475531.61 frames. utt_duration=523 frames, utt_pad_proportion=0.0601, over 18987.50 utterances.], batch size: 58, lr: 6.84e-04
2022-08-22 07:24:07,880 INFO [train.py:927] (7/8) Epoch 4, batch 13500, giga_loss[loss=0.2887, simple_loss=0.3551, pruned_loss=0.1111, over 12459.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03481, over 86.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3215, pruned_loss=0.08713, over 2475290.10 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06345, over 17876.17 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3257, pruned_loss=0.08398, over 2463229.95 frames. utt_duration=1256 frames, utt_pad_proportion=0.05814, over 7853.96 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3185, pruned_loss=0.08468, over 2475676.55 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05998, over 18826.48 utterances.], batch size: 86, lr: 6.84e-04
2022-08-22 07:25:58,087 INFO [train.py:927] (7/8) Epoch 4, batch 13550, giga_loss[loss=0.3747, simple_loss=0.4106, pruned_loss=0.1693, over 12422.00 frames. utt_duration=233.6 frames, utt_pad_proportion=0.08025, over 214.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3286, pruned_loss=0.09289, over 2475001.30 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06375, over 18465.90 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3256, pruned_loss=0.08414, over 2463563.13 frames. utt_duration=1250 frames, utt_pad_proportion=0.0583, over 7893.74 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3262, pruned_loss=0.09093, over 2475330.64 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06107, over 19460.11 utterances.], batch size: 214, lr: 6.84e-04
2022-08-22 07:27:40,279 INFO [train.py:927] (7/8) Epoch 4, batch 13600, giga_loss[loss=0.2736, simple_loss=0.3446, pruned_loss=0.1013, over 12390.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02649, over 70.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3337, pruned_loss=0.09686, over 2474649.49 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06487, over 18181.22 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3255, pruned_loss=0.08451, over 2463862.97 frames. utt_duration=1244 frames, utt_pad_proportion=0.06151, over 7935.09 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.332, pruned_loss=0.09526, over 2474939.27 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06141, over 19226.06 utterances.], batch size: 70, lr: 6.84e-04
2022-08-22 07:29:24,834 INFO [train.py:927] (7/8) Epoch 4, batch 13650, giga_loss[loss=0.3594, simple_loss=0.3959, pruned_loss=0.1615, over 12394.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3385, pruned_loss=0.1016, over 2474150.35 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06847, over 18884.50 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3254, pruned_loss=0.08458, over 2463910.61 frames. utt_duration=1244 frames, utt_pad_proportion=0.06093, over 7932.07 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3375, pruned_loss=0.1007, over 2474620.45 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06591, over 20006.33 utterances.], batch size: 183, lr: 6.84e-04
2022-08-22 07:31:14,671 INFO [train.py:927] (7/8) Epoch 4, batch 13700, giga_loss[loss=0.2648, simple_loss=0.3455, pruned_loss=0.09205, over 12359.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02657, over 66.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3453, pruned_loss=0.1082, over 2474486.16 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07952, over 20842.88 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3253, pruned_loss=0.08483, over 2464249.68 frames. utt_duration=1246 frames, utt_pad_proportion=0.06032, over 7921.65 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.3449, pruned_loss=0.1076, over 2474735.76 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07748, over 21964.99 utterances.], batch size: 66, lr: 6.83e-04
2022-08-22 07:33:03,094 INFO [train.py:927] (7/8) Epoch 4, batch 13750, giga_loss[loss=0.2816, simple_loss=0.3444, pruned_loss=0.1094, over 12398.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03365, over 80.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3467, pruned_loss=0.1106, over 2474436.24 frames. utt_duration=457.5 frames, utt_pad_proportion=0.08637, over 21702.54 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3253, pruned_loss=0.08496, over 2464247.23 frames. utt_duration=1247 frames, utt_pad_proportion=0.05984, over 7912.93 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3467, pruned_loss=0.1104, over 2474753.42 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08473, over 22769.70 utterances.], batch size: 80, lr: 6.83e-04
2022-08-22 07:34:48,008 INFO [train.py:927] (7/8) Epoch 4, batch 13800, giga_loss[loss=0.2881, simple_loss=0.3628, pruned_loss=0.1068, over 12411.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03879, over 133.00 utterances.], tot_loss[loss=0.2856, simple_loss=0.3485, pruned_loss=0.1114, over 2473771.92 frames. utt_duration=457.8 frames, utt_pad_proportion=0.08786, over 21682.46 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3265, pruned_loss=0.08579, over 2464476.28 frames. utt_duration=1247 frames, utt_pad_proportion=0.05913, over 7917.29 utterances.], giga_tot_loss[loss=0.2851, simple_loss=0.348, pruned_loss=0.1111, over 2474091.97 frames. utt_duration=433.3 frames, utt_pad_proportion=0.087, over 22918.55 utterances.], batch size: 133, lr: 6.83e-04
2022-08-22 07:36:32,194 INFO [train.py:927] (7/8) Epoch 4, batch 13850, giga_loss[loss=0.2816, simple_loss=0.3433, pruned_loss=0.1099, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03576, over 40.00 utterances.], tot_loss[loss=0.2876, simple_loss=0.3506, pruned_loss=0.1124, over 2473798.61 frames. utt_duration=447 frames, utt_pad_proportion=0.08534, over 22209.16 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3264, pruned_loss=0.08585, over 2464525.02 frames. utt_duration=1247 frames, utt_pad_proportion=0.05859, over 7913.47 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3506, pruned_loss=0.1125, over 2474141.95 frames. utt_duration=424.7 frames, utt_pad_proportion=0.08508, over 23381.58 utterances.], batch size: 40, lr: 6.83e-04
2022-08-22 07:38:18,728 INFO [train.py:927] (7/8) Epoch 4, batch 13900, giga_loss[loss=0.2435, simple_loss=0.3277, pruned_loss=0.07964, over 12379.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02762, over 91.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3474, pruned_loss=0.1092, over 2473698.19 frames. utt_duration=439 frames, utt_pad_proportion=0.08696, over 22615.54 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.326, pruned_loss=0.08583, over 2464556.57 frames. utt_duration=1252 frames, utt_pad_proportion=0.05777, over 7882.44 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3482, pruned_loss=0.1098, over 2474120.74 frames. utt_duration=416.5 frames, utt_pad_proportion=0.08713, over 23843.97 utterances.], batch size: 91, lr: 6.83e-04
2022-08-22 07:40:04,359 INFO [train.py:927] (7/8) Epoch 4, batch 13950, giga_loss[loss=0.2746, simple_loss=0.3477, pruned_loss=0.1008, over 12418.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06281, over 183.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.3455, pruned_loss=0.1067, over 2474275.96 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08071, over 21930.76 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3259, pruned_loss=0.08598, over 2464576.70 frames. utt_duration=1255 frames, utt_pad_proportion=0.05672, over 7865.41 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3467, pruned_loss=0.1075, over 2474827.67 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08165, over 23246.84 utterances.], batch size: 183, lr: 6.82e-04
2022-08-22 07:41:47,964 INFO [train.py:927] (7/8) Epoch 4, batch 14000, libri_loss[loss=0.2614, simple_loss=0.3202, pruned_loss=0.1013, over 12450.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005822, over 35.00 utterances.], tot_loss[loss=0.2774, simple_loss=0.3439, pruned_loss=0.1054, over 2474732.55 frames. utt_duration=460 frames, utt_pad_proportion=0.07764, over 21589.52 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3266, pruned_loss=0.08663, over 2465278.67 frames. utt_duration=1246 frames, utt_pad_proportion=0.0594, over 7923.36 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.345, pruned_loss=0.1063, over 2474925.82 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07819, over 23192.43 utterances.], batch size: 35, lr: 6.82e-04
2022-08-22 07:43:35,656 INFO [train.py:927] (7/8) Epoch 4, batch 14050, giga_loss[loss=0.2503, simple_loss=0.3233, pruned_loss=0.08867, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02645, over 45.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.343, pruned_loss=0.1046, over 2474188.87 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07259, over 20863.18 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.326, pruned_loss=0.08654, over 2465269.38 frames. utt_duration=1252 frames, utt_pad_proportion=0.05839, over 7884.75 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3447, pruned_loss=0.1057, over 2474542.02 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07378, over 22448.50 utterances.], batch size: 45, lr: 6.82e-04
2022-08-22 07:45:26,918 INFO [train.py:927] (7/8) Epoch 4, batch 14100, giga_loss[loss=0.3003, simple_loss=0.3676, pruned_loss=0.1165, over 12391.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06456, over 183.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3412, pruned_loss=0.1014, over 2474285.84 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06883, over 20050.43 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3256, pruned_loss=0.08658, over 2465389.48 frames. utt_duration=1259 frames, utt_pad_proportion=0.05717, over 7840.80 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3433, pruned_loss=0.1027, over 2474681.29 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07058, over 21694.87 utterances.], batch size: 183, lr: 6.82e-04
2022-08-22 07:47:14,873 INFO [train.py:927] (7/8) Epoch 4, batch 14150, giga_loss[loss=0.302, simple_loss=0.3556, pruned_loss=0.1241, over 12372.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07532, over 212.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3418, pruned_loss=0.1012, over 2474856.52 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06788, over 19843.23 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3257, pruned_loss=0.08674, over 2465634.72 frames. utt_duration=1257 frames, utt_pad_proportion=0.05739, over 7857.24 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3436, pruned_loss=0.1022, over 2475087.78 frames. utt_duration=466.6 frames, utt_pad_proportion=0.06931, over 21284.96 utterances.], batch size: 212, lr: 6.82e-04
2022-08-22 07:49:02,055 INFO [train.py:927] (7/8) Epoch 4, batch 14200, giga_loss[loss=0.2659, simple_loss=0.3272, pruned_loss=0.1023, over 12485.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03511, over 43.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3401, pruned_loss=0.1005, over 2474761.39 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06898, over 19701.95 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3245, pruned_loss=0.08633, over 2465458.36 frames. utt_duration=1267 frames, utt_pad_proportion=0.05593, over 7791.25 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3431, pruned_loss=0.1022, over 2475411.68 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07058, over 21331.53 utterances.], batch size: 43, lr: 6.82e-04
2022-08-22 07:50:47,443 INFO [train.py:927] (7/8) Epoch 4, batch 14250, giga_loss[loss=0.3457, simple_loss=0.3762, pruned_loss=0.1576, over 12400.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3393, pruned_loss=0.1005, over 2474529.83 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06953, over 19730.72 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3255, pruned_loss=0.08653, over 2465557.36 frames. utt_duration=1271 frames, utt_pad_proportion=0.05485, over 7770.67 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3411, pruned_loss=0.102, over 2475180.21 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07118, over 21315.48 utterances.], batch size: 258, lr: 6.81e-04
2022-08-22 07:52:34,114 INFO [train.py:927] (7/8) Epoch 4, batch 14300, giga_loss[loss=0.2626, simple_loss=0.3421, pruned_loss=0.09156, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02524, over 48.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3389, pruned_loss=0.1002, over 2474056.93 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07521, over 20068.13 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3256, pruned_loss=0.08704, over 2466011.30 frames. utt_duration=1261 frames, utt_pad_proportion=0.05882, over 7831.01 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3405, pruned_loss=0.1012, over 2474415.75 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07503, over 21602.58 utterances.], batch size: 48, lr: 6.81e-04
2022-08-22 07:54:18,806 INFO [train.py:927] (7/8) Epoch 4, batch 14350, giga_loss[loss=0.248, simple_loss=0.3119, pruned_loss=0.09205, over 12182.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0309, over 39.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3372, pruned_loss=0.09848, over 2473836.16 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07567, over 19890.24 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3254, pruned_loss=0.08713, over 2465829.84 frames. utt_duration=1264 frames, utt_pad_proportion=0.0579, over 7810.54 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.339, pruned_loss=0.09948, over 2474451.62 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07589, over 21340.35 utterances.], batch size: 39, lr: 6.81e-04
2022-08-22 07:56:04,295 INFO [train.py:927] (7/8) Epoch 4, batch 14400, giga_loss[loss=0.2288, simple_loss=0.3019, pruned_loss=0.07786, over 12372.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02764, over 48.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3352, pruned_loss=0.09761, over 2474218.68 frames. utt_duration=513.8 frames, utt_pad_proportion=0.07291, over 19314.79 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3254, pruned_loss=0.08757, over 2465965.06 frames. utt_duration=1243 frames, utt_pad_proportion=0.06584, over 7946.32 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3367, pruned_loss=0.09821, over 2474725.99 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07075, over 20551.12 utterances.], batch size: 48, lr: 6.81e-04
2022-08-22 07:57:49,901 INFO [train.py:927] (7/8) Epoch 4, batch 14450, giga_loss[loss=0.2468, simple_loss=0.3139, pruned_loss=0.08985, over 12322.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03411, over 51.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3331, pruned_loss=0.09715, over 2473951.77 frames. utt_duration=522.8 frames, utt_pad_proportion=0.07131, over 18980.02 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3248, pruned_loss=0.08746, over 2465781.08 frames. utt_duration=1247 frames, utt_pad_proportion=0.06477, over 7916.98 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3351, pruned_loss=0.09791, over 2474702.13 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07009, over 20240.53 utterances.], batch size: 51, lr: 6.81e-04
2022-08-22 07:59:36,639 INFO [train.py:927] (7/8) Epoch 4, batch 14500, giga_loss[loss=0.2333, simple_loss=0.3109, pruned_loss=0.07783, over 12459.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03742, over 40.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3328, pruned_loss=0.09772, over 2473838.78 frames. utt_duration=509.2 frames, utt_pad_proportion=0.0734, over 19487.28 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3255, pruned_loss=0.08789, over 2465811.16 frames. utt_duration=1243 frames, utt_pad_proportion=0.06436, over 7945.33 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3339, pruned_loss=0.0982, over 2474624.46 frames. utt_duration=478 frames, utt_pad_proportion=0.07252, over 20771.48 utterances.], batch size: 40, lr: 6.80e-04
2022-08-22 08:01:22,214 INFO [train.py:927] (7/8) Epoch 4, batch 14550, giga_loss[loss=0.2111, simple_loss=0.2896, pruned_loss=0.06631, over 12271.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02976, over 45.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3365, pruned_loss=0.09877, over 2474160.49 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07229, over 20030.87 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3279, pruned_loss=0.0882, over 2465861.10 frames. utt_duration=1243 frames, utt_pad_proportion=0.0641, over 7943.60 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3352, pruned_loss=0.09892, over 2474766.78 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07177, over 21091.38 utterances.], batch size: 45, lr: 6.80e-04
2022-08-22 08:03:06,664 INFO [train.py:927] (7/8) Epoch 4, batch 14600, giga_loss[loss=0.2882, simple_loss=0.356, pruned_loss=0.1102, over 12359.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03943, over 113.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3357, pruned_loss=0.09775, over 2474514.16 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06714, over 19561.03 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.328, pruned_loss=0.08863, over 2466060.93 frames. utt_duration=1246 frames, utt_pad_proportion=0.06336, over 7926.53 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3347, pruned_loss=0.09764, over 2474937.50 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06723, over 20562.44 utterances.], batch size: 113, lr: 6.80e-04
2022-08-22 08:04:56,590 INFO [train.py:927] (7/8) Epoch 4, batch 14650, giga_loss[loss=0.2496, simple_loss=0.3236, pruned_loss=0.08781, over 12403.00 frames. utt_duration=578.2 frames, utt_pad_proportion=0.03946, over 86.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3387, pruned_loss=0.101, over 2475028.48 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07008, over 20771.63 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.328, pruned_loss=0.08887, over 2466158.49 frames. utt_duration=1243 frames, utt_pad_proportion=0.0636, over 7947.29 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.338, pruned_loss=0.1008, over 2475352.86 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06997, over 21644.46 utterances.], batch size: 86, lr: 6.80e-04
2022-08-22 08:06:41,240 INFO [train.py:927] (7/8) Epoch 4, batch 14700, giga_loss[loss=0.443, simple_loss=0.4542, pruned_loss=0.2159, over 12390.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 259.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.339, pruned_loss=0.103, over 2475776.62 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07589, over 21528.40 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.328, pruned_loss=0.08912, over 2466249.26 frames. utt_duration=1243 frames, utt_pad_proportion=0.0632, over 7944.00 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3386, pruned_loss=0.1028, over 2476070.89 frames. utt_duration=444 frames, utt_pad_proportion=0.07575, over 22381.94 utterances.], batch size: 259, lr: 6.80e-04
2022-08-22 08:08:24,725 INFO [train.py:927] (7/8) Epoch 4, batch 14750, giga_loss[loss=0.2429, simple_loss=0.3181, pruned_loss=0.08387, over 12427.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03901, over 123.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3382, pruned_loss=0.1025, over 2475886.71 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07208, over 20669.36 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3286, pruned_loss=0.08966, over 2466812.27 frames. utt_duration=1239 frames, utt_pad_proportion=0.06255, over 7975.48 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3377, pruned_loss=0.1022, over 2475877.05 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07245, over 21681.19 utterances.], batch size: 123, lr: 6.80e-04
2022-08-22 08:10:09,881 INFO [train.py:927] (7/8) Epoch 4, batch 14800, giga_loss[loss=0.2464, simple_loss=0.3374, pruned_loss=0.07771, over 12328.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.03466, over 58.00 utterances.], tot_loss[loss=0.2695, simple_loss=0.3371, pruned_loss=0.101, over 2474154.72 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07189, over 20538.85 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3283, pruned_loss=0.08972, over 2466402.66 frames. utt_duration=1242 frames, utt_pad_proportion=0.06189, over 7950.01 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.337, pruned_loss=0.1009, over 2474621.81 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07246, over 21525.27 utterances.], batch size: 58, lr: 6.79e-04
2022-08-22 08:11:56,321 INFO [train.py:927] (7/8) Epoch 4, batch 14850, giga_loss[loss=0.2561, simple_loss=0.3238, pruned_loss=0.09421, over 12364.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02983, over 85.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3336, pruned_loss=0.09808, over 2474214.70 frames. utt_duration=488.7 frames, utt_pad_proportion=0.0705, over 20312.91 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3282, pruned_loss=0.08983, over 2466534.46 frames. utt_duration=1241 frames, utt_pad_proportion=0.06194, over 7959.53 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3337, pruned_loss=0.09803, over 2474565.32 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07105, over 21242.71 utterances.], batch size: 85, lr: 6.79e-04
2022-08-22 08:13:40,920 INFO [train.py:927] (7/8) Epoch 4, batch 14900, giga_loss[loss=0.2575, simple_loss=0.3157, pruned_loss=0.09966, over 12362.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03062, over 104.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3339, pruned_loss=0.09914, over 2474953.74 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06969, over 20547.17 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3289, pruned_loss=0.09011, over 2466409.44 frames. utt_duration=1245 frames, utt_pad_proportion=0.06089, over 7936.90 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3335, pruned_loss=0.09903, over 2475536.41 frames. utt_duration=460 frames, utt_pad_proportion=0.07056, over 21593.60 utterances.], batch size: 104, lr: 6.79e-04
2022-08-22 08:15:28,080 INFO [train.py:927] (7/8) Epoch 4, batch 14950, giga_loss[loss=0.2845, simple_loss=0.3638, pruned_loss=0.1026, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02646, over 48.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3373, pruned_loss=0.0999, over 2474749.66 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06488, over 19909.96 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3293, pruned_loss=0.09034, over 2466498.75 frames. utt_duration=1246 frames, utt_pad_proportion=0.06004, over 7925.15 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3367, pruned_loss=0.09977, over 2475278.15 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06614, over 20957.99 utterances.], batch size: 48, lr: 6.79e-04
2022-08-22 08:17:11,614 INFO [train.py:927] (7/8) Epoch 4, batch 15000, giga_loss[loss=0.2748, simple_loss=0.3379, pruned_loss=0.1059, over 12344.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02867, over 66.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.34, pruned_loss=0.1002, over 2474424.02 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06759, over 20109.28 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.329, pruned_loss=0.09023, over 2466502.32 frames. utt_duration=1249 frames, utt_pad_proportion=0.05961, over 7909.95 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3399, pruned_loss=0.1003, over 2474903.26 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06862, over 21045.27 utterances.], batch size: 66, lr: 6.79e-04
2022-08-22 08:17:11,614 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 08:17:25,350 INFO [train.py:967] (7/8) 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 08:19:08,866 INFO [train.py:927] (7/8) Epoch 4, batch 15050, giga_loss[loss=0.2799, simple_loss=0.3428, pruned_loss=0.1085, over 12361.00 frames. utt_duration=583 frames, utt_pad_proportion=0.02995, over 85.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3429, pruned_loss=0.1026, over 2474381.91 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06756, over 20359.55 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3301, pruned_loss=0.09077, over 2466835.42 frames. utt_duration=1250 frames, utt_pad_proportion=0.05851, over 7903.15 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3422, pruned_loss=0.1025, over 2474738.76 frames. utt_duration=460.4 frames, utt_pad_proportion=0.06887, over 21569.01 utterances.], batch size: 85, lr: 6.78e-04
2022-08-22 08:20:50,852 INFO [train.py:927] (7/8) Epoch 4, batch 15100, giga_loss[loss=0.2384, simple_loss=0.3092, pruned_loss=0.08377, over 12376.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03017, over 85.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3415, pruned_loss=0.102, over 2474647.47 frames. utt_duration=514.3 frames, utt_pad_proportion=0.0625, over 19301.25 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3304, pruned_loss=0.09122, over 2466886.42 frames. utt_duration=1254 frames, utt_pad_proportion=0.05719, over 7875.40 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3411, pruned_loss=0.1018, over 2475104.32 frames. utt_duration=481.9 frames, utt_pad_proportion=0.0644, over 20608.20 utterances.], batch size: 85, lr: 6.78e-04
2022-08-22 08:22:33,205 INFO [train.py:927] (7/8) Epoch 4, batch 15150, giga_loss[loss=0.2407, simple_loss=0.3211, pruned_loss=0.08012, over 12381.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.0275, over 66.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3398, pruned_loss=0.1013, over 2474550.83 frames. utt_duration=512.7 frames, utt_pad_proportion=0.05967, over 19359.43 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3309, pruned_loss=0.09142, over 2466929.22 frames. utt_duration=1256 frames, utt_pad_proportion=0.05676, over 7863.69 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3391, pruned_loss=0.1011, over 2474947.86 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06148, over 20500.48 utterances.], batch size: 66, lr: 6.78e-04
2022-08-22 08:24:15,878 INFO [train.py:927] (7/8) Epoch 4, batch 15200, giga_loss[loss=0.262, simple_loss=0.3187, pruned_loss=0.1027, over 12172.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03402, over 39.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3383, pruned_loss=0.1012, over 2474403.62 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06227, over 19225.41 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3305, pruned_loss=0.09153, over 2466859.80 frames. utt_duration=1261 frames, utt_pad_proportion=0.0554, over 7831.89 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3383, pruned_loss=0.1012, over 2475048.14 frames. utt_duration=483.6 frames, utt_pad_proportion=0.06411, over 20532.87 utterances.], batch size: 39, lr: 6.78e-04
2022-08-22 08:25:59,563 INFO [train.py:927] (7/8) Epoch 4, batch 15250, giga_loss[loss=0.219, simple_loss=0.3022, pruned_loss=0.06793, over 12377.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.0518, over 34.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3375, pruned_loss=0.1019, over 2474327.12 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06509, over 19580.24 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3304, pruned_loss=0.09155, over 2466875.73 frames. utt_duration=1264 frames, utt_pad_proportion=0.05493, over 7814.45 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3378, pruned_loss=0.102, over 2474926.10 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06655, over 20782.53 utterances.], batch size: 34, lr: 6.78e-04
2022-08-22 08:27:44,392 INFO [train.py:927] (7/8) Epoch 4, batch 15300, giga_loss[loss=0.2891, simple_loss=0.3614, pruned_loss=0.1084, over 12394.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04461, over 146.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3391, pruned_loss=0.102, over 2474992.03 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06469, over 19310.05 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3315, pruned_loss=0.09238, over 2467277.07 frames. utt_duration=1268 frames, utt_pad_proportion=0.05367, over 7793.37 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3385, pruned_loss=0.1016, over 2475304.65 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06646, over 20608.11 utterances.], batch size: 146, lr: 6.78e-04
2022-08-22 08:29:27,575 INFO [train.py:927] (7/8) Epoch 4, batch 15350, giga_loss[loss=0.2825, simple_loss=0.3358, pruned_loss=0.1146, over 12461.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03293, over 86.00 utterances.], tot_loss[loss=0.272, simple_loss=0.339, pruned_loss=0.1025, over 2475104.79 frames. utt_duration=497 frames, utt_pad_proportion=0.07042, over 19979.08 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3317, pruned_loss=0.09269, over 2467314.40 frames. utt_duration=1270 frames, utt_pad_proportion=0.05259, over 7780.57 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3385, pruned_loss=0.1022, over 2475527.43 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07198, over 21345.29 utterances.], batch size: 86, lr: 6.77e-04
2022-08-22 08:31:08,348 INFO [train.py:927] (7/8) Epoch 4, batch 15400, giga_loss[loss=0.2412, simple_loss=0.3248, pruned_loss=0.07878, over 12322.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03124, over 85.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3398, pruned_loss=0.1014, over 2474458.30 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07237, over 20416.97 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3317, pruned_loss=0.09274, over 2467547.89 frames. utt_duration=1272 frames, utt_pad_proportion=0.052, over 7768.95 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3395, pruned_loss=0.1012, over 2474693.01 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07372, over 21661.73 utterances.], batch size: 85, lr: 6.77e-04
2022-08-22 08:32:47,635 INFO [train.py:927] (7/8) Epoch 4, batch 15450, giga_loss[loss=0.2871, simple_loss=0.361, pruned_loss=0.1067, over 12264.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02885, over 45.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3428, pruned_loss=0.1031, over 2473868.41 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07317, over 20633.04 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3319, pruned_loss=0.09296, over 2467781.47 frames. utt_duration=1268 frames, utt_pad_proportion=0.05126, over 7794.62 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3426, pruned_loss=0.103, over 2474033.13 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07468, over 21958.29 utterances.], batch size: 45, lr: 6.77e-04
2022-08-22 08:34:28,010 INFO [train.py:927] (7/8) Epoch 4, batch 15500, giga_loss[loss=0.3292, simple_loss=0.3805, pruned_loss=0.1389, over 12423.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05162, over 162.00 utterances.], tot_loss[loss=0.2782, simple_loss=0.3453, pruned_loss=0.1056, over 2474720.14 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07281, over 20878.13 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.3318, pruned_loss=0.09309, over 2467703.25 frames. utt_duration=1270 frames, utt_pad_proportion=0.05055, over 7781.78 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3454, pruned_loss=0.1057, over 2475044.79 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07438, over 22177.52 utterances.], batch size: 162, lr: 6.77e-04
2022-08-22 08:36:14,149 INFO [train.py:927] (7/8) Epoch 4, batch 15550, giga_loss[loss=0.2798, simple_loss=0.3499, pruned_loss=0.1049, over 12406.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03981, over 133.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3451, pruned_loss=0.1061, over 2474798.16 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07312, over 21399.40 utterances.], libri_tot_loss[loss=0.2593, simple_loss=0.332, pruned_loss=0.0933, over 2467745.68 frames. utt_duration=1272 frames, utt_pad_proportion=0.04988, over 7772.22 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3453, pruned_loss=0.1062, over 2475140.17 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07468, over 22689.05 utterances.], batch size: 133, lr: 6.77e-04
2022-08-22 08:37:57,274 INFO [train.py:927] (7/8) Epoch 4, batch 15600, giga_loss[loss=0.2845, simple_loss=0.3547, pruned_loss=0.1072, over 12379.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.0646, over 183.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3447, pruned_loss=0.1045, over 2474256.75 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07549, over 22028.01 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.3317, pruned_loss=0.09316, over 2467773.62 frames. utt_duration=1273 frames, utt_pad_proportion=0.04951, over 7763.51 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3453, pruned_loss=0.1048, over 2474558.87 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07676, over 23175.06 utterances.], batch size: 183, lr: 6.76e-04
2022-08-22 08:39:40,342 INFO [train.py:927] (7/8) Epoch 4, batch 15650, libri_loss[loss=0.2508, simple_loss=0.323, pruned_loss=0.08933, over 12452.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005922, over 35.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3449, pruned_loss=0.1042, over 2474419.99 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07398, over 21629.06 utterances.], libri_tot_loss[loss=0.2595, simple_loss=0.3321, pruned_loss=0.09347, over 2468019.75 frames. utt_duration=1275 frames, utt_pad_proportion=0.04874, over 7754.85 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3453, pruned_loss=0.1045, over 2474592.65 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07555, over 22945.55 utterances.], batch size: 35, lr: 6.76e-04
2022-08-22 08:41:24,738 INFO [train.py:927] (7/8) Epoch 4, batch 15700, giga_loss[loss=0.2707, simple_loss=0.3346, pruned_loss=0.1034, over 12365.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03931, over 113.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3421, pruned_loss=0.1025, over 2474667.01 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07273, over 21271.29 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3322, pruned_loss=0.09355, over 2468040.65 frames. utt_duration=1275 frames, utt_pad_proportion=0.04856, over 7754.08 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3424, pruned_loss=0.1027, over 2474812.43 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07414, over 22359.50 utterances.], batch size: 113, lr: 6.76e-04
2022-08-22 08:43:08,020 INFO [train.py:927] (7/8) Epoch 4, batch 15750, giga_loss[loss=0.2268, simple_loss=0.311, pruned_loss=0.07132, over 12386.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03593, over 80.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3416, pruned_loss=0.1026, over 2475256.26 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07469, over 21375.00 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3335, pruned_loss=0.09408, over 2468187.55 frames. utt_duration=1265 frames, utt_pad_proportion=0.0521, over 7811.18 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3409, pruned_loss=0.1025, over 2475445.56 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07478, over 22543.42 utterances.], batch size: 80, lr: 6.76e-04
2022-08-22 08:44:45,039 INFO [train.py:927] (7/8) Epoch 4, batch 15800, giga_loss[loss=0.3002, simple_loss=0.3362, pruned_loss=0.132, over 12347.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2151, over 374.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3405, pruned_loss=0.1031, over 2475169.17 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07822, over 21630.22 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3333, pruned_loss=0.09413, over 2467993.20 frames. utt_duration=1269 frames, utt_pad_proportion=0.05147, over 7788.10 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3402, pruned_loss=0.1032, over 2475619.47 frames. utt_duration=435.5 frames, utt_pad_proportion=0.0784, over 22812.60 utterances.], batch size: 374, lr: 6.76e-04
2022-08-22 08:46:23,469 INFO [train.py:927] (7/8) Epoch 4, batch 15850, giga_loss[loss=0.2501, simple_loss=0.3267, pruned_loss=0.08674, over 12343.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03047, over 51.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3367, pruned_loss=0.0994, over 2475213.76 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07573, over 21117.66 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3333, pruned_loss=0.09427, over 2468467.89 frames. utt_duration=1271 frames, utt_pad_proportion=0.05033, over 7779.67 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3367, pruned_loss=0.0995, over 2475342.42 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07659, over 22428.34 utterances.], batch size: 51, lr: 6.76e-04
2022-08-22 08:48:09,930 INFO [train.py:927] (7/8) Epoch 4, batch 15900, giga_loss[loss=0.2586, simple_loss=0.3224, pruned_loss=0.09738, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02917, over 45.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3342, pruned_loss=0.09828, over 2475479.67 frames. utt_duration=449.1 frames, utt_pad_proportion=0.08142, over 22120.12 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.3326, pruned_loss=0.0941, over 2468688.00 frames. utt_duration=1274 frames, utt_pad_proportion=0.04955, over 7760.22 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3349, pruned_loss=0.09865, over 2475547.71 frames. utt_duration=422.8 frames, utt_pad_proportion=0.08224, over 23502.00 utterances.], batch size: 45, lr: 6.75e-04
2022-08-22 08:49:54,763 INFO [train.py:927] (7/8) Epoch 4, batch 15950, giga_loss[loss=0.3118, simple_loss=0.3579, pruned_loss=0.1329, over 12367.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05563, over 181.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3303, pruned_loss=0.09626, over 2475211.01 frames. utt_duration=474 frames, utt_pad_proportion=0.07458, over 20954.08 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3319, pruned_loss=0.09395, over 2468209.48 frames. utt_duration=1279 frames, utt_pad_proportion=0.04818, over 7728.46 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3314, pruned_loss=0.09679, over 2475939.87 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07643, over 22587.60 utterances.], batch size: 181, lr: 6.75e-04
2022-08-22 08:51:35,287 INFO [train.py:927] (7/8) Epoch 4, batch 16000, giga_loss[loss=0.3041, simple_loss=0.3544, pruned_loss=0.1269, over 12342.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2006, over 367.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3323, pruned_loss=0.09754, over 2474783.83 frames. utt_duration=472.8 frames, utt_pad_proportion=0.0759, over 21003.37 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3318, pruned_loss=0.09403, over 2468298.65 frames. utt_duration=1282 frames, utt_pad_proportion=0.04747, over 7708.90 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3333, pruned_loss=0.09797, over 2475475.30 frames. utt_duration=438 frames, utt_pad_proportion=0.07772, over 22680.28 utterances.], batch size: 367, lr: 6.75e-04
2022-08-22 08:53:17,217 INFO [train.py:927] (7/8) Epoch 4, batch 16050, giga_loss[loss=0.2654, simple_loss=0.3328, pruned_loss=0.09903, over 12484.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02883, over 55.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3332, pruned_loss=0.09784, over 2475690.59 frames. utt_duration=477 frames, utt_pad_proportion=0.07002, over 20824.65 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.3317, pruned_loss=0.09396, over 2468573.58 frames. utt_duration=1284 frames, utt_pad_proportion=0.04673, over 7699.18 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3342, pruned_loss=0.09837, over 2476199.57 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0724, over 22598.73 utterances.], batch size: 55, lr: 6.75e-04
2022-08-22 08:54:58,152 INFO [train.py:927] (7/8) Epoch 4, batch 16100, giga_loss[loss=0.2921, simple_loss=0.36, pruned_loss=0.1121, over 12453.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03468, over 105.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3351, pruned_loss=0.09889, over 2475593.35 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06823, over 20652.28 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3327, pruned_loss=0.09458, over 2468652.76 frames. utt_duration=1284 frames, utt_pad_proportion=0.04631, over 7701.69 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3349, pruned_loss=0.0988, over 2476029.92 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07051, over 22226.15 utterances.], batch size: 105, lr: 6.75e-04
2022-08-22 08:56:42,639 INFO [train.py:927] (7/8) Epoch 4, batch 16150, giga_loss[loss=0.2528, simple_loss=0.3305, pruned_loss=0.08753, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03437, over 105.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3371, pruned_loss=0.1008, over 2475339.68 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07129, over 20799.67 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3323, pruned_loss=0.09448, over 2468545.63 frames. utt_duration=1288 frames, utt_pad_proportion=0.04547, over 7672.43 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3374, pruned_loss=0.1009, over 2475947.73 frames. utt_duration=444 frames, utt_pad_proportion=0.07333, over 22378.06 utterances.], batch size: 105, lr: 6.74e-04
2022-08-22 08:58:31,615 INFO [train.py:927] (7/8) Epoch 4, batch 16200, giga_loss[loss=0.2868, simple_loss=0.3532, pruned_loss=0.1102, over 12379.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04209, over 133.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.338, pruned_loss=0.1016, over 2475291.84 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07805, over 20991.31 utterances.], libri_tot_loss[loss=0.2616, simple_loss=0.3331, pruned_loss=0.09508, over 2468677.50 frames. utt_duration=1263 frames, utt_pad_proportion=0.05457, over 7825.28 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3378, pruned_loss=0.1014, over 2475771.01 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07684, over 22331.98 utterances.], batch size: 133, lr: 6.74e-04
2022-08-22 09:00:17,710 INFO [train.py:927] (7/8) Epoch 4, batch 16250, giga_loss[loss=0.2588, simple_loss=0.331, pruned_loss=0.09333, over 12101.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03873, over 30.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.338, pruned_loss=0.09963, over 2475825.94 frames. utt_duration=481.6 frames, utt_pad_proportion=0.0732, over 20625.35 utterances.], libri_tot_loss[loss=0.2616, simple_loss=0.3331, pruned_loss=0.09505, over 2468834.11 frames. utt_duration=1266 frames, utt_pad_proportion=0.05396, over 7808.03 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3378, pruned_loss=0.09952, over 2476183.22 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07282, over 21926.45 utterances.], batch size: 30, lr: 6.74e-04
2022-08-22 09:02:02,344 INFO [train.py:927] (7/8) Epoch 4, batch 16300, giga_loss[loss=0.2679, simple_loss=0.3419, pruned_loss=0.09697, over 12455.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.03069, over 80.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3375, pruned_loss=0.1001, over 2476376.97 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07309, over 21070.58 utterances.], libri_tot_loss[loss=0.2612, simple_loss=0.3328, pruned_loss=0.09487, over 2468972.86 frames. utt_duration=1269 frames, utt_pad_proportion=0.05336, over 7790.02 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3377, pruned_loss=0.1003, over 2476619.85 frames. utt_duration=446 frames, utt_pad_proportion=0.07306, over 22282.05 utterances.], batch size: 80, lr: 6.74e-04
2022-08-22 09:03:44,914 INFO [train.py:927] (7/8) Epoch 4, batch 16350, giga_loss[loss=0.3217, simple_loss=0.3592, pruned_loss=0.1421, over 12356.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.204, over 369.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3362, pruned_loss=0.1005, over 2475716.44 frames. utt_duration=463.6 frames, utt_pad_proportion=0.08024, over 21425.16 utterances.], libri_tot_loss[loss=0.2614, simple_loss=0.3326, pruned_loss=0.09504, over 2468747.92 frames. utt_duration=1273 frames, utt_pad_proportion=0.05203, over 7766.48 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3366, pruned_loss=0.1006, over 2476371.24 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08046, over 22854.50 utterances.], batch size: 369, lr: 6.74e-04
2022-08-22 09:05:27,709 INFO [train.py:927] (7/8) Epoch 4, batch 16400, giga_loss[loss=0.2715, simple_loss=0.3352, pruned_loss=0.1039, over 12359.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.03996, over 26.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3353, pruned_loss=0.101, over 2475396.28 frames. utt_duration=444 frames, utt_pad_proportion=0.08529, over 22375.00 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3324, pruned_loss=0.09495, over 2468708.18 frames. utt_duration=1275 frames, utt_pad_proportion=0.05196, over 7754.65 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3359, pruned_loss=0.1012, over 2475977.96 frames. utt_duration=421.6 frames, utt_pad_proportion=0.08527, over 23572.20 utterances.], batch size: 26, lr: 6.74e-04
2022-08-22 09:07:09,499 INFO [train.py:927] (7/8) Epoch 4, batch 16450, giga_loss[loss=0.3198, simple_loss=0.3785, pruned_loss=0.1305, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05531, over 162.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3355, pruned_loss=0.1012, over 2474935.27 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07997, over 21338.07 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.332, pruned_loss=0.09491, over 2468879.35 frames. utt_duration=1282 frames, utt_pad_proportion=0.05082, over 7709.98 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3364, pruned_loss=0.1015, over 2475464.90 frames. utt_duration=436.1 frames, utt_pad_proportion=0.08088, over 22783.84 utterances.], batch size: 162, lr: 6.73e-04
2022-08-22 09:08:54,023 INFO [train.py:927] (7/8) Epoch 4, batch 16500, giga_loss[loss=0.2579, simple_loss=0.3263, pruned_loss=0.09481, over 12360.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02891, over 91.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3363, pruned_loss=0.1022, over 2474923.77 frames. utt_duration=454.9 frames, utt_pad_proportion=0.08187, over 21830.61 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3318, pruned_loss=0.0948, over 2468496.19 frames. utt_duration=1283 frames, utt_pad_proportion=0.05019, over 7703.20 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3373, pruned_loss=0.1028, over 2475834.26 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08286, over 23299.80 utterances.], batch size: 91, lr: 6.73e-04
2022-08-22 09:10:38,161 INFO [train.py:927] (7/8) Epoch 4, batch 16550, giga_loss[loss=0.3338, simple_loss=0.3843, pruned_loss=0.1416, over 12386.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04526, over 146.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3364, pruned_loss=0.1027, over 2474761.44 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08091, over 22040.27 utterances.], libri_tot_loss[loss=0.2603, simple_loss=0.3313, pruned_loss=0.09468, over 2468337.74 frames. utt_duration=1288 frames, utt_pad_proportion=0.04931, over 7674.91 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3377, pruned_loss=0.1034, over 2475775.89 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08218, over 23545.11 utterances.], batch size: 146, lr: 6.73e-04
2022-08-22 09:12:21,431 INFO [train.py:927] (7/8) Epoch 4, batch 16600, giga_loss[loss=0.382, simple_loss=0.3997, pruned_loss=0.1822, over 12354.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1023, over 257.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3374, pruned_loss=0.1031, over 2474139.69 frames. utt_duration=460.9 frames, utt_pad_proportion=0.08172, over 21541.78 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.3311, pruned_loss=0.0949, over 2468080.56 frames. utt_duration=1285 frames, utt_pad_proportion=0.04912, over 7689.75 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3387, pruned_loss=0.1037, over 2475341.59 frames. utt_duration=429.9 frames, utt_pad_proportion=0.08302, over 23111.97 utterances.], batch size: 257, lr: 6.73e-04
2022-08-22 09:14:05,561 INFO [train.py:927] (7/8) Epoch 4, batch 16650, giga_loss[loss=0.2348, simple_loss=0.3103, pruned_loss=0.07962, over 12183.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04332, over 28.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3381, pruned_loss=0.104, over 2473953.30 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07951, over 21508.33 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3308, pruned_loss=0.0947, over 2468249.68 frames. utt_duration=1292 frames, utt_pad_proportion=0.04794, over 7652.59 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3397, pruned_loss=0.105, over 2475008.62 frames. utt_duration=425.8 frames, utt_pad_proportion=0.08141, over 23329.81 utterances.], batch size: 28, lr: 6.73e-04
2022-08-22 09:15:47,780 INFO [train.py:927] (7/8) Epoch 4, batch 16700, giga_loss[loss=0.2661, simple_loss=0.3326, pruned_loss=0.0998, over 12384.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03093, over 62.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3388, pruned_loss=0.1043, over 2473755.61 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07774, over 20586.59 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.3303, pruned_loss=0.09459, over 2468202.26 frames. utt_duration=1296 frames, utt_pad_proportion=0.04686, over 7625.44 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3407, pruned_loss=0.1054, over 2474782.58 frames. utt_duration=442.6 frames, utt_pad_proportion=0.08007, over 22439.72 utterances.], batch size: 62, lr: 6.73e-04
2022-08-22 09:17:31,930 INFO [train.py:927] (7/8) Epoch 4, batch 16750, giga_loss[loss=0.3073, simple_loss=0.3435, pruned_loss=0.1356, over 12348.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2006, over 367.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3395, pruned_loss=0.1039, over 2474421.14 frames. utt_duration=468 frames, utt_pad_proportion=0.08186, over 21215.80 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.3302, pruned_loss=0.09468, over 2468674.77 frames. utt_duration=1297 frames, utt_pad_proportion=0.04586, over 7621.33 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3415, pruned_loss=0.105, over 2474996.00 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08398, over 23135.36 utterances.], batch size: 367, lr: 6.72e-04
2022-08-22 09:19:13,869 INFO [train.py:927] (7/8) Epoch 4, batch 16800, giga_loss[loss=0.2673, simple_loss=0.3385, pruned_loss=0.09805, over 12204.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03326, over 42.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3389, pruned_loss=0.103, over 2473776.81 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07867, over 21092.92 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3303, pruned_loss=0.09475, over 2468611.25 frames. utt_duration=1293 frames, utt_pad_proportion=0.04646, over 7643.15 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3405, pruned_loss=0.1039, over 2474334.64 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08054, over 22706.27 utterances.], batch size: 42, lr: 6.72e-04
2022-08-22 09:20:55,025 INFO [train.py:927] (7/8) Epoch 4, batch 16850, giga_loss[loss=0.2623, simple_loss=0.3325, pruned_loss=0.0961, over 12342.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03341, over 97.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.339, pruned_loss=0.1022, over 2473307.00 frames. utt_duration=460.8 frames, utt_pad_proportion=0.08123, over 21536.87 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.3306, pruned_loss=0.09453, over 2468547.64 frames. utt_duration=1292 frames, utt_pad_proportion=0.04612, over 7649.81 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3403, pruned_loss=0.1034, over 2473969.49 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08299, over 23262.39 utterances.], batch size: 97, lr: 6.72e-04
2022-08-22 09:22:42,093 INFO [train.py:927] (7/8) Epoch 4, batch 16900, giga_loss[loss=0.3057, simple_loss=0.3585, pruned_loss=0.1265, over 12416.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07271, over 213.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3392, pruned_loss=0.1032, over 2473963.37 frames. utt_duration=457 frames, utt_pad_proportion=0.07615, over 21723.01 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3303, pruned_loss=0.09441, over 2468414.57 frames. utt_duration=1294 frames, utt_pad_proportion=0.04541, over 7637.85 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3407, pruned_loss=0.1044, over 2474729.48 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07827, over 23367.31 utterances.], batch size: 213, lr: 6.72e-04
2022-08-22 09:24:23,203 INFO [train.py:927] (7/8) Epoch 4, batch 16950, libri_loss[loss=0.2615, simple_loss=0.3208, pruned_loss=0.1012, over 12357.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01526, over 41.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.3406, pruned_loss=0.1045, over 2474037.70 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07649, over 21610.60 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3306, pruned_loss=0.09479, over 2468709.90 frames. utt_duration=1274 frames, utt_pad_proportion=0.0507, over 7758.05 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3418, pruned_loss=0.1054, over 2474578.62 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07709, over 23265.92 utterances.], batch size: 41, lr: 6.72e-04
2022-08-22 09:26:03,843 INFO [train.py:927] (7/8) Epoch 4, batch 17000, giga_loss[loss=0.3114, simple_loss=0.3547, pruned_loss=0.1341, over 12357.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2017, over 368.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.3408, pruned_loss=0.1049, over 2473920.61 frames. utt_duration=447.2 frames, utt_pad_proportion=0.08223, over 22201.84 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3304, pruned_loss=0.09473, over 2468947.63 frames. utt_duration=1275 frames, utt_pad_proportion=0.04979, over 7752.18 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3424, pruned_loss=0.106, over 2474290.55 frames. utt_duration=415.3 frames, utt_pad_proportion=0.08282, over 23915.34 utterances.], batch size: 368, lr: 6.71e-04
2022-08-22 09:27:48,561 INFO [train.py:927] (7/8) Epoch 4, batch 17050, libri_loss[loss=0.269, simple_loss=0.3419, pruned_loss=0.09805, over 12304.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00567, over 35.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3392, pruned_loss=0.1032, over 2474143.13 frames. utt_duration=457.9 frames, utt_pad_proportion=0.08092, over 21683.24 utterances.], libri_tot_loss[loss=0.2603, simple_loss=0.3306, pruned_loss=0.095, over 2469301.46 frames. utt_duration=1264 frames, utt_pad_proportion=0.05333, over 7823.61 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3405, pruned_loss=0.1041, over 2474278.30 frames. utt_duration=424.9 frames, utt_pad_proportion=0.08093, over 23374.14 utterances.], batch size: 35, lr: 6.71e-04
2022-08-22 09:29:32,600 INFO [train.py:927] (7/8) Epoch 4, batch 17100, giga_loss[loss=0.2587, simple_loss=0.3306, pruned_loss=0.09344, over 12423.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04224, over 26.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3383, pruned_loss=0.1024, over 2474242.33 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08268, over 21980.00 utterances.], libri_tot_loss[loss=0.2603, simple_loss=0.3306, pruned_loss=0.09505, over 2469291.57 frames. utt_duration=1263 frames, utt_pad_proportion=0.05343, over 7828.30 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3394, pruned_loss=0.1032, over 2474456.49 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08276, over 23633.30 utterances.], batch size: 26, lr: 6.71e-04
2022-08-22 09:31:15,876 INFO [train.py:927] (7/8) Epoch 4, batch 17150, giga_loss[loss=0.2124, simple_loss=0.2939, pruned_loss=0.06544, over 12330.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03392, over 62.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3372, pruned_loss=0.102, over 2473233.63 frames. utt_duration=449.4 frames, utt_pad_proportion=0.08185, over 22084.33 utterances.], libri_tot_loss[loss=0.2603, simple_loss=0.3307, pruned_loss=0.09493, over 2469102.11 frames. utt_duration=1265 frames, utt_pad_proportion=0.05327, over 7819.16 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3381, pruned_loss=0.1028, over 2473600.45 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08205, over 23453.49 utterances.], batch size: 62, lr: 6.71e-04
2022-08-22 09:32:59,255 INFO [train.py:927] (7/8) Epoch 4, batch 17200, giga_loss[loss=0.2595, simple_loss=0.319, pruned_loss=0.09998, over 12477.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03479, over 43.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3336, pruned_loss=0.09995, over 2473934.84 frames. utt_duration=461.4 frames, utt_pad_proportion=0.08114, over 21515.48 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.3309, pruned_loss=0.09506, over 2469118.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.05752, over 7900.93 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3342, pruned_loss=0.1006, over 2474317.09 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08038, over 22844.39 utterances.], batch size: 43, lr: 6.71e-04
2022-08-22 09:34:44,700 INFO [train.py:927] (7/8) Epoch 4, batch 17250, giga_loss[loss=0.2318, simple_loss=0.3236, pruned_loss=0.06998, over 12342.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03071, over 70.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3325, pruned_loss=0.0989, over 2473915.81 frames. utt_duration=466.8 frames, utt_pad_proportion=0.0776, over 21267.74 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3305, pruned_loss=0.09486, over 2469097.31 frames. utt_duration=1254 frames, utt_pad_proportion=0.05712, over 7884.96 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3334, pruned_loss=0.09963, over 2474273.98 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07735, over 22446.64 utterances.], batch size: 70, lr: 6.71e-04
2022-08-22 09:36:25,919 INFO [train.py:927] (7/8) Epoch 4, batch 17300, giga_loss[loss=0.2461, simple_loss=0.3257, pruned_loss=0.08325, over 12405.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02303, over 70.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3306, pruned_loss=0.0957, over 2474122.09 frames. utt_duration=449.8 frames, utt_pad_proportion=0.0785, over 22074.59 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3308, pruned_loss=0.09531, over 2469225.34 frames. utt_duration=1238 frames, utt_pad_proportion=0.06145, over 7986.13 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3311, pruned_loss=0.09599, over 2474406.67 frames. utt_duration=427.7 frames, utt_pad_proportion=0.0773, over 23219.66 utterances.], batch size: 70, lr: 6.70e-04
2022-08-22 09:38:10,999 INFO [train.py:927] (7/8) Epoch 4, batch 17350, giga_loss[loss=0.2279, simple_loss=0.3089, pruned_loss=0.07349, over 12392.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04466, over 146.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3284, pruned_loss=0.09203, over 2475305.79 frames. utt_duration=438.4 frames, utt_pad_proportion=0.072, over 22663.02 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.3306, pruned_loss=0.09507, over 2469093.67 frames. utt_duration=1239 frames, utt_pad_proportion=0.061, over 7978.31 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3289, pruned_loss=0.09245, over 2475687.31 frames. utt_duration=419.4 frames, utt_pad_proportion=0.07151, over 23692.24 utterances.], batch size: 146, lr: 6.70e-04
2022-08-22 09:39:52,363 INFO [train.py:927] (7/8) Epoch 4, batch 17400, giga_loss[loss=0.2102, simple_loss=0.308, pruned_loss=0.05622, over 12457.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03714, over 123.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.327, pruned_loss=0.08876, over 2475637.36 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07189, over 22801.71 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.331, pruned_loss=0.09519, over 2469017.73 frames. utt_duration=1232 frames, utt_pad_proportion=0.06403, over 8028.94 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3269, pruned_loss=0.08883, over 2476252.20 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07088, over 24084.72 utterances.], batch size: 123, lr: 6.70e-04
2022-08-22 09:41:35,432 INFO [train.py:927] (7/8) Epoch 4, batch 17450, libri_loss[loss=0.2828, simple_loss=0.3559, pruned_loss=0.1048, over 12260.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.009681, over 37.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3265, pruned_loss=0.0879, over 2475816.46 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07493, over 23635.13 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3309, pruned_loss=0.09512, over 2469087.57 frames. utt_duration=1225 frames, utt_pad_proportion=0.0668, over 8071.28 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3264, pruned_loss=0.08773, over 2476449.61 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07317, over 25100.06 utterances.], batch size: 37, lr: 6.70e-04
2022-08-22 09:43:17,870 INFO [train.py:927] (7/8) Epoch 4, batch 17500, giga_loss[loss=0.227, simple_loss=0.3165, pruned_loss=0.06877, over 12472.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03134, over 86.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3237, pruned_loss=0.08592, over 2476481.91 frames. utt_duration=419.2 frames, utt_pad_proportion=0.07181, over 23710.23 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.3305, pruned_loss=0.0952, over 2469070.57 frames. utt_duration=1226 frames, utt_pad_proportion=0.06605, over 8063.96 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3238, pruned_loss=0.0855, over 2477215.06 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07088, over 25320.46 utterances.], batch size: 86, lr: 6.70e-04
2022-08-22 09:45:05,444 INFO [train.py:927] (7/8) Epoch 4, batch 17550, giga_loss[loss=0.2471, simple_loss=0.3272, pruned_loss=0.08356, over 12386.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04491, over 146.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3218, pruned_loss=0.08416, over 2476566.81 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07238, over 24093.95 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3306, pruned_loss=0.09533, over 2468873.36 frames. utt_duration=1229 frames, utt_pad_proportion=0.06503, over 8043.85 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3217, pruned_loss=0.08355, over 2477430.23 frames. utt_duration=387.7 frames, utt_pad_proportion=0.0719, over 25653.61 utterances.], batch size: 146, lr: 6.70e-04
2022-08-22 09:46:45,563 INFO [train.py:927] (7/8) Epoch 4, batch 17600, giga_loss[loss=0.2007, simple_loss=0.2851, pruned_loss=0.05819, over 12402.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06852, over 211.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3222, pruned_loss=0.0833, over 2476628.20 frames. utt_duration=410.9 frames, utt_pad_proportion=0.07306, over 24194.71 utterances.], libri_tot_loss[loss=0.2625, simple_loss=0.3328, pruned_loss=0.0961, over 2469019.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.06287, over 8004.65 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3198, pruned_loss=0.08165, over 2477482.61 frames. utt_duration=380.2 frames, utt_pad_proportion=0.07338, over 26166.94 utterances.], batch size: 211, lr: 6.69e-04
2022-08-22 09:48:29,672 INFO [train.py:927] (7/8) Epoch 4, batch 17650, giga_loss[loss=0.1888, simple_loss=0.2806, pruned_loss=0.04854, over 12318.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03282, over 58.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3169, pruned_loss=0.07996, over 2476895.18 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07442, over 24473.62 utterances.], libri_tot_loss[loss=0.2618, simple_loss=0.3322, pruned_loss=0.09573, over 2469327.46 frames. utt_duration=1237 frames, utt_pad_proportion=0.06181, over 7992.85 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3152, pruned_loss=0.07858, over 2477523.46 frames. utt_duration=375.2 frames, utt_pad_proportion=0.07496, over 26514.04 utterances.], batch size: 58, lr: 6.69e-04
2022-08-22 09:50:12,641 INFO [train.py:927] (7/8) Epoch 4, batch 17700, giga_loss[loss=0.2522, simple_loss=0.3241, pruned_loss=0.09012, over 12387.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03019, over 97.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3145, pruned_loss=0.07918, over 2476344.65 frames. utt_duration=407.2 frames, utt_pad_proportion=0.0736, over 24414.88 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3314, pruned_loss=0.09537, over 2469015.47 frames. utt_duration=1245 frames, utt_pad_proportion=0.06012, over 7944.15 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3133, pruned_loss=0.07783, over 2477357.78 frames. utt_duration=373 frames, utt_pad_proportion=0.07462, over 26673.77 utterances.], batch size: 97, lr: 6.69e-04
2022-08-22 09:52:10,018 INFO [train.py:927] (7/8) Epoch 4, batch 17750, giga_loss[loss=0.2371, simple_loss=0.3247, pruned_loss=0.07472, over 12462.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03176, over 86.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3152, pruned_loss=0.07882, over 2476946.71 frames. utt_duration=400.1 frames, utt_pad_proportion=0.07579, over 24852.90 utterances.], libri_tot_loss[loss=0.2612, simple_loss=0.3314, pruned_loss=0.09551, over 2469235.27 frames. utt_duration=1248 frames, utt_pad_proportion=0.05922, over 7924.36 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3139, pruned_loss=0.07733, over 2477693.41 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07675, over 26980.26 utterances.], batch size: 86, lr: 6.69e-04
2022-08-22 09:54:08,631 INFO [train.py:927] (7/8) Epoch 4, batch 17800, giga_loss[loss=0.2668, simple_loss=0.3302, pruned_loss=0.1017, over 12371.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09528, over 255.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3151, pruned_loss=0.07817, over 2476460.62 frames. utt_duration=413.4 frames, utt_pad_proportion=0.07221, over 24043.81 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3312, pruned_loss=0.09542, over 2469059.77 frames. utt_duration=1254 frames, utt_pad_proportion=0.05772, over 7887.35 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3138, pruned_loss=0.07652, over 2477481.75 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07379, over 26321.77 utterances.], batch size: 255, lr: 6.69e-04
2022-08-22 09:56:12,518 INFO [train.py:927] (7/8) Epoch 4, batch 17850, giga_loss[loss=0.1775, simple_loss=0.2602, pruned_loss=0.04746, over 12370.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1804, over 358.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3123, pruned_loss=0.076, over 2476997.03 frames. utt_duration=395.1 frames, utt_pad_proportion=0.0753, over 25165.28 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3312, pruned_loss=0.09539, over 2469087.47 frames. utt_duration=1254 frames, utt_pad_proportion=0.0573, over 7886.50 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3111, pruned_loss=0.07459, over 2477836.77 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07642, over 27086.38 utterances.], batch size: 358, lr: 6.69e-04
2022-08-22 09:58:21,022 INFO [train.py:927] (7/8) Epoch 4, batch 17900, giga_loss[loss=0.2384, simple_loss=0.3189, pruned_loss=0.07899, over 12438.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04382, over 161.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3088, pruned_loss=0.0742, over 2477213.69 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07367, over 25046.28 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3308, pruned_loss=0.09523, over 2469033.52 frames. utt_duration=1258 frames, utt_pad_proportion=0.05704, over 7862.69 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.308, pruned_loss=0.07305, over 2477996.29 frames. utt_duration=372 frames, utt_pad_proportion=0.07477, over 26737.54 utterances.], batch size: 161, lr: 6.68e-04
2022-08-22 10:00:16,812 INFO [train.py:927] (7/8) Epoch 4, batch 17950, giga_loss[loss=0.25, simple_loss=0.3266, pruned_loss=0.08675, over 12434.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.06854, over 213.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3103, pruned_loss=0.07447, over 2477497.55 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07177, over 24507.12 utterances.], libri_tot_loss[loss=0.2625, simple_loss=0.333, pruned_loss=0.09604, over 2469333.47 frames. utt_duration=1243 frames, utt_pad_proportion=0.06093, over 7953.35 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3069, pruned_loss=0.07201, over 2478202.11 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07208, over 26491.67 utterances.], batch size: 213, lr: 6.68e-04
2022-08-22 10:02:20,340 INFO [train.py:927] (7/8) Epoch 4, batch 18000, giga_loss[loss=0.2231, simple_loss=0.3173, pruned_loss=0.06446, over 12349.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03043, over 70.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3114, pruned_loss=0.07458, over 2477313.24 frames. utt_duration=408 frames, utt_pad_proportion=0.07138, over 24363.33 utterances.], libri_tot_loss[loss=0.2625, simple_loss=0.3327, pruned_loss=0.09609, over 2469009.40 frames. utt_duration=1231 frames, utt_pad_proportion=0.06506, over 8033.28 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3086, pruned_loss=0.07221, over 2478333.42 frames. utt_duration=380 frames, utt_pad_proportion=0.07064, over 26175.91 utterances.], batch size: 70, lr: 6.68e-04
2022-08-22 10:02:20,341 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 10:02:33,916 INFO [train.py:967] (7/8) 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 10:04:42,602 INFO [train.py:927] (7/8) Epoch 4, batch 18050, giga_loss[loss=0.2094, simple_loss=0.2992, pruned_loss=0.05978, over 12433.00 frames. utt_duration=905.6 frames, utt_pad_proportion=0.02935, over 55.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3083, pruned_loss=0.07272, over 2477203.43 frames. utt_duration=415.9 frames, utt_pad_proportion=0.0679, over 23899.53 utterances.], libri_tot_loss[loss=0.2617, simple_loss=0.332, pruned_loss=0.09575, over 2469185.91 frames. utt_duration=1236 frames, utt_pad_proportion=0.06388, over 7997.83 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3062, pruned_loss=0.07061, over 2478016.64 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06789, over 25750.97 utterances.], batch size: 55, lr: 6.68e-04
2022-08-22 10:06:40,573 INFO [train.py:927] (7/8) Epoch 4, batch 18100, giga_loss[loss=0.245, simple_loss=0.3506, pruned_loss=0.06975, over 12369.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03443, over 104.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3105, pruned_loss=0.07255, over 2477385.27 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06813, over 24030.50 utterances.], libri_tot_loss[loss=0.2615, simple_loss=0.3317, pruned_loss=0.09567, over 2469285.06 frames. utt_duration=1242 frames, utt_pad_proportion=0.06235, over 7965.54 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3083, pruned_loss=0.07019, over 2478215.39 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06857, over 26066.57 utterances.], batch size: 104, lr: 6.68e-04
2022-08-22 10:08:41,612 INFO [train.py:927] (7/8) Epoch 4, batch 18150, giga_loss[loss=0.2133, simple_loss=0.309, pruned_loss=0.05878, over 12457.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03506, over 98.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3116, pruned_loss=0.07134, over 2477510.56 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06575, over 23942.40 utterances.], libri_tot_loss[loss=0.2614, simple_loss=0.3316, pruned_loss=0.09566, over 2468999.92 frames. utt_duration=1241 frames, utt_pad_proportion=0.06152, over 7967.18 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3096, pruned_loss=0.06897, over 2478602.43 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06656, over 25918.64 utterances.], batch size: 98, lr: 6.67e-04
2022-08-22 10:10:48,763 INFO [train.py:927] (7/8) Epoch 4, batch 18200, giga_loss[loss=0.1976, simple_loss=0.281, pruned_loss=0.05703, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03655, over 40.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3116, pruned_loss=0.07048, over 2477089.40 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06137, over 23102.90 utterances.], libri_tot_loss[loss=0.2614, simple_loss=0.3317, pruned_loss=0.09557, over 2468716.02 frames. utt_duration=1245 frames, utt_pad_proportion=0.06065, over 7942.05 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3095, pruned_loss=0.06821, over 2478364.13 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06259, over 24980.97 utterances.], batch size: 40, lr: 6.67e-04
2022-08-22 10:13:11,705 INFO [train.py:927] (7/8) Epoch 4, batch 18250, giga_loss[loss=0.226, simple_loss=0.3175, pruned_loss=0.0672, over 12386.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.02806, over 58.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3118, pruned_loss=0.0717, over 2476936.88 frames. utt_duration=430 frames, utt_pad_proportion=0.06314, over 23108.83 utterances.], libri_tot_loss[loss=0.2618, simple_loss=0.3321, pruned_loss=0.0958, over 2468450.49 frames. utt_duration=1234 frames, utt_pad_proportion=0.06452, over 8011.27 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3093, pruned_loss=0.06913, over 2478342.33 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06281, over 24882.48 utterances.], batch size: 58, lr: 6.67e-04
2022-08-22 10:15:19,369 INFO [train.py:927] (7/8) Epoch 4, batch 18300, giga_loss[loss=0.1906, simple_loss=0.2797, pruned_loss=0.05076, over 12352.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.02722, over 62.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3088, pruned_loss=0.07049, over 2477529.36 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06169, over 23015.93 utterances.], libri_tot_loss[loss=0.262, simple_loss=0.3323, pruned_loss=0.09589, over 2468490.79 frames. utt_duration=1235 frames, utt_pad_proportion=0.06382, over 8008.07 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3064, pruned_loss=0.06806, over 2478725.55 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06172, over 24619.79 utterances.], batch size: 62, lr: 6.67e-04
2022-08-22 10:17:31,415 INFO [train.py:927] (7/8) Epoch 4, batch 18350, giga_loss[loss=0.1955, simple_loss=0.2671, pruned_loss=0.06196, over 12363.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1874, over 361.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3069, pruned_loss=0.0699, over 2477359.96 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06385, over 23307.51 utterances.], libri_tot_loss[loss=0.2623, simple_loss=0.3325, pruned_loss=0.09602, over 2468495.10 frames. utt_duration=1225 frames, utt_pad_proportion=0.0671, over 8069.20 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3044, pruned_loss=0.06741, over 2478449.87 frames. utt_duration=401 frames, utt_pad_proportion=0.0628, over 24795.92 utterances.], batch size: 361, lr: 6.67e-04
2022-08-22 10:19:31,784 INFO [train.py:927] (7/8) Epoch 4, batch 18400, giga_loss[loss=0.2307, simple_loss=0.3055, pruned_loss=0.07799, over 12422.00 frames. utt_duration=975.3 frames, utt_pad_proportion=0.02473, over 51.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3085, pruned_loss=0.07112, over 2476861.65 frames. utt_duration=434.7 frames, utt_pad_proportion=0.0613, over 22852.49 utterances.], libri_tot_loss[loss=0.2616, simple_loss=0.3318, pruned_loss=0.09569, over 2468157.29 frames. utt_duration=1228 frames, utt_pad_proportion=0.06594, over 8047.53 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3064, pruned_loss=0.06873, over 2478256.15 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0609, over 24479.90 utterances.], batch size: 51, lr: 6.67e-04
2022-08-22 10:21:33,750 INFO [train.py:927] (7/8) Epoch 4, batch 18450, giga_loss[loss=0.2314, simple_loss=0.309, pruned_loss=0.07687, over 12406.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05916, over 182.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3076, pruned_loss=0.07192, over 2476646.79 frames. utt_duration=424.8 frames, utt_pad_proportion=0.06319, over 23385.64 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3311, pruned_loss=0.09539, over 2468029.01 frames. utt_duration=1232 frames, utt_pad_proportion=0.06521, over 8021.66 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3062, pruned_loss=0.06986, over 2478035.19 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06296, over 24972.05 utterances.], batch size: 182, lr: 6.66e-04
2022-08-22 10:23:43,997 INFO [train.py:927] (7/8) Epoch 4, batch 18500, giga_loss[loss=0.2287, simple_loss=0.318, pruned_loss=0.06967, over 12369.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3098, pruned_loss=0.07272, over 2476670.96 frames. utt_duration=433.7 frames, utt_pad_proportion=0.06362, over 22903.87 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3309, pruned_loss=0.09547, over 2468135.22 frames. utt_duration=1232 frames, utt_pad_proportion=0.06441, over 8023.62 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3083, pruned_loss=0.07041, over 2477918.32 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06366, over 24568.97 utterances.], batch size: 91, lr: 6.66e-04
2022-08-22 10:26:02,152 INFO [train.py:927] (7/8) Epoch 4, batch 18550, giga_loss[loss=0.2093, simple_loss=0.2886, pruned_loss=0.06498, over 12416.00 frames. utt_duration=622 frames, utt_pad_proportion=0.02814, over 80.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3092, pruned_loss=0.07291, over 2477421.83 frames. utt_duration=427.3 frames, utt_pad_proportion=0.06412, over 23257.82 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3308, pruned_loss=0.09566, over 2468032.54 frames. utt_duration=1226 frames, utt_pad_proportion=0.06482, over 8059.58 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3074, pruned_loss=0.07028, over 2478752.43 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06397, over 24966.94 utterances.], batch size: 80, lr: 6.66e-04
2022-08-22 10:28:05,232 INFO [train.py:927] (7/8) Epoch 4, batch 18600, giga_loss[loss=0.2252, simple_loss=0.308, pruned_loss=0.07121, over 12334.00 frames. utt_duration=625.7 frames, utt_pad_proportion=0.02532, over 79.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3042, pruned_loss=0.07102, over 2477677.44 frames. utt_duration=419.5 frames, utt_pad_proportion=0.0664, over 23693.59 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3308, pruned_loss=0.09557, over 2468173.47 frames. utt_duration=1230 frames, utt_pad_proportion=0.0641, over 8038.79 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3025, pruned_loss=0.0687, over 2478744.13 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06637, over 25274.58 utterances.], batch size: 79, lr: 6.66e-04
2022-08-22 10:29:59,252 INFO [train.py:927] (7/8) Epoch 4, batch 18650, giga_loss[loss=0.2151, simple_loss=0.296, pruned_loss=0.06713, over 12308.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02824, over 45.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3045, pruned_loss=0.0712, over 2477589.08 frames. utt_duration=420.1 frames, utt_pad_proportion=0.06472, over 23655.90 utterances.], libri_tot_loss[loss=0.2614, simple_loss=0.3311, pruned_loss=0.09581, over 2468144.36 frames. utt_duration=1231 frames, utt_pad_proportion=0.06343, over 8032.29 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3026, pruned_loss=0.06884, over 2478588.36 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06498, over 25126.94 utterances.], batch size: 45, lr: 6.66e-04
2022-08-22 10:31:59,447 INFO [train.py:927] (7/8) Epoch 4, batch 18700, giga_loss[loss=0.2441, simple_loss=0.3212, pruned_loss=0.08345, over 12449.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.0443, over 134.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3034, pruned_loss=0.07028, over 2477894.62 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06732, over 24813.63 utterances.], libri_tot_loss[loss=0.2613, simple_loss=0.3311, pruned_loss=0.09572, over 2468471.22 frames. utt_duration=1235 frames, utt_pad_proportion=0.06251, over 8004.86 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3013, pruned_loss=0.06803, over 2478560.00 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06767, over 26302.32 utterances.], batch size: 134, lr: 6.66e-04
2022-08-22 10:34:06,353 INFO [train.py:927] (7/8) Epoch 4, batch 18750, giga_loss[loss=0.2175, simple_loss=0.3052, pruned_loss=0.0649, over 12410.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03143, over 80.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3021, pruned_loss=0.0699, over 2477774.93 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06845, over 24206.11 utterances.], libri_tot_loss[loss=0.2613, simple_loss=0.3309, pruned_loss=0.09585, over 2468587.75 frames. utt_duration=1216 frames, utt_pad_proportion=0.06967, over 8131.71 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2995, pruned_loss=0.06702, over 2478585.14 frames. utt_duration=383.1 frames, utt_pad_proportion=0.0669, over 25958.20 utterances.], batch size: 80, lr: 6.65e-04
2022-08-22 10:36:10,706 INFO [train.py:927] (7/8) Epoch 4, batch 18800, giga_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.0578, over 12394.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05993, over 182.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3024, pruned_loss=0.07002, over 2477637.31 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06553, over 23576.27 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3304, pruned_loss=0.09566, over 2468474.15 frames. utt_duration=1222 frames, utt_pad_proportion=0.06803, over 8090.80 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3, pruned_loss=0.06704, over 2478669.78 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06491, over 25540.62 utterances.], batch size: 182, lr: 6.65e-04
2022-08-22 10:38:06,657 INFO [train.py:927] (7/8) Epoch 4, batch 18850, giga_loss[loss=0.2015, simple_loss=0.2846, pruned_loss=0.05916, over 12419.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.0581, over 182.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.302, pruned_loss=0.07013, over 2478104.71 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06606, over 24465.14 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3305, pruned_loss=0.09574, over 2468603.66 frames. utt_duration=1218 frames, utt_pad_proportion=0.06786, over 8118.32 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2996, pruned_loss=0.06734, over 2478940.09 frames. utt_duration=379.3 frames, utt_pad_proportion=0.0656, over 26222.61 utterances.], batch size: 182, lr: 6.65e-04
2022-08-22 10:40:02,562 INFO [train.py:927] (7/8) Epoch 4, batch 18900, giga_loss[loss=0.2105, simple_loss=0.3007, pruned_loss=0.06015, over 12283.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02695, over 54.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3034, pruned_loss=0.06988, over 2477668.09 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06425, over 24161.49 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3296, pruned_loss=0.09527, over 2468329.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.06683, over 8072.93 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3016, pruned_loss=0.06747, over 2478756.75 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06426, over 25954.36 utterances.], batch size: 54, lr: 6.65e-04
2022-08-22 10:41:59,440 INFO [train.py:927] (7/8) Epoch 4, batch 18950, giga_loss[loss=0.2313, simple_loss=0.3198, pruned_loss=0.07139, over 12419.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03908, over 133.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3046, pruned_loss=0.07001, over 2477563.16 frames. utt_duration=409 frames, utt_pad_proportion=0.06507, over 24299.61 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3295, pruned_loss=0.09517, over 2468544.08 frames. utt_duration=1216 frames, utt_pad_proportion=0.0702, over 8132.67 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3028, pruned_loss=0.06775, over 2478400.42 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06406, over 25956.10 utterances.], batch size: 133, lr: 6.65e-04
2022-08-22 10:43:59,365 INFO [train.py:927] (7/8) Epoch 4, batch 19000, giga_loss[loss=0.1833, simple_loss=0.2652, pruned_loss=0.05074, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0349, over 40.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3029, pruned_loss=0.0689, over 2477565.88 frames. utt_duration=393.2 frames, utt_pad_proportion=0.07031, over 25281.10 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3295, pruned_loss=0.09525, over 2468857.67 frames. utt_duration=1204 frames, utt_pad_proportion=0.07436, over 8210.89 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3011, pruned_loss=0.06672, over 2478074.35 frames. utt_duration=372 frames, utt_pad_proportion=0.06815, over 26735.37 utterances.], batch size: 40, lr: 6.65e-04
2022-08-22 10:45:59,689 INFO [train.py:927] (7/8) Epoch 4, batch 19050, giga_loss[loss=0.2082, simple_loss=0.2938, pruned_loss=0.06131, over 12421.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03265, over 122.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3019, pruned_loss=0.06918, over 2477800.78 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06813, over 24715.85 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.3295, pruned_loss=0.09559, over 2469048.61 frames. utt_duration=1203 frames, utt_pad_proportion=0.07407, over 8218.90 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3, pruned_loss=0.0667, over 2478193.04 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06651, over 26156.71 utterances.], batch size: 122, lr: 6.64e-04
2022-08-22 10:48:06,206 INFO [train.py:927] (7/8) Epoch 4, batch 19100, giga_loss[loss=0.1973, simple_loss=0.2861, pruned_loss=0.05424, over 12338.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02812, over 66.00 utterances.], tot_loss[loss=0.222, simple_loss=0.304, pruned_loss=0.06999, over 2477879.49 frames. utt_duration=405.4 frames, utt_pad_proportion=0.06736, over 24524.06 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3293, pruned_loss=0.09526, over 2469233.69 frames. utt_duration=1204 frames, utt_pad_proportion=0.07335, over 8211.19 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3021, pruned_loss=0.06773, over 2478201.86 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06631, over 26064.28 utterances.], batch size: 66, lr: 6.64e-04
2022-08-22 10:50:03,021 INFO [train.py:927] (7/8) Epoch 4, batch 19150, libri_loss[loss=0.2886, simple_loss=0.3474, pruned_loss=0.1148, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006924, over 31.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3046, pruned_loss=0.07045, over 2478122.32 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06465, over 24077.92 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.3291, pruned_loss=0.09523, over 2469059.76 frames. utt_duration=1209 frames, utt_pad_proportion=0.0726, over 8182.16 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.303, pruned_loss=0.06835, over 2478638.59 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06415, over 25538.27 utterances.], batch size: 31, lr: 6.64e-04
2022-08-22 10:52:08,552 INFO [train.py:927] (7/8) Epoch 4, batch 19200, giga_loss[loss=0.2347, simple_loss=0.322, pruned_loss=0.07368, over 12457.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05379, over 162.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3067, pruned_loss=0.07092, over 2477837.29 frames. utt_duration=410.7 frames, utt_pad_proportion=0.0668, over 24202.72 utterances.], libri_tot_loss[loss=0.2595, simple_loss=0.3289, pruned_loss=0.09503, over 2468978.44 frames. utt_duration=1212 frames, utt_pad_proportion=0.07184, over 8155.57 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3053, pruned_loss=0.06912, over 2478429.27 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06649, over 25602.54 utterances.], batch size: 162, lr: 6.64e-04
2022-08-22 10:54:24,489 INFO [train.py:927] (7/8) Epoch 4, batch 19250, giga_loss[loss=0.2375, simple_loss=0.3151, pruned_loss=0.07989, over 12461.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04238, over 114.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3058, pruned_loss=0.07123, over 2477721.44 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07206, over 24949.03 utterances.], libri_tot_loss[loss=0.2592, simple_loss=0.3286, pruned_loss=0.09489, over 2468552.47 frames. utt_duration=1206 frames, utt_pad_proportion=0.07424, over 8195.37 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3044, pruned_loss=0.06929, over 2478809.56 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07094, over 26481.41 utterances.], batch size: 114, lr: 6.64e-04
2022-08-22 10:56:23,687 INFO [train.py:927] (7/8) Epoch 4, batch 19300, giga_loss[loss=0.2194, simple_loss=0.3024, pruned_loss=0.06817, over 12368.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03273, over 104.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3051, pruned_loss=0.07074, over 2477879.02 frames. utt_duration=393.5 frames, utt_pad_proportion=0.07184, over 25265.50 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.3283, pruned_loss=0.09464, over 2468342.32 frames. utt_duration=1212 frames, utt_pad_proportion=0.07318, over 8159.74 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3038, pruned_loss=0.06901, over 2479063.32 frames. utt_duration=371.3 frames, utt_pad_proportion=0.07123, over 26795.45 utterances.], batch size: 104, lr: 6.64e-04
2022-08-22 10:58:27,322 INFO [train.py:927] (7/8) Epoch 4, batch 19350, libri_loss[loss=0.2027, simple_loss=0.2649, pruned_loss=0.0702, over 12279.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009729, over 28.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3031, pruned_loss=0.07115, over 2476242.02 frames. utt_duration=408.4 frames, utt_pad_proportion=0.0712, over 24322.16 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3273, pruned_loss=0.0943, over 2467926.92 frames. utt_duration=1225 frames, utt_pad_proportion=0.0701, over 8066.39 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3017, pruned_loss=0.06879, over 2478111.11 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07157, over 26581.67 utterances.], batch size: 28, lr: 6.63e-04
2022-08-22 11:00:26,848 INFO [train.py:927] (7/8) Epoch 4, batch 19400, giga_loss[loss=0.199, simple_loss=0.2735, pruned_loss=0.06227, over 12372.00 frames. utt_duration=140.7 frames, utt_pad_proportion=0.1726, over 355.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3033, pruned_loss=0.07063, over 2477000.65 frames. utt_duration=403.2 frames, utt_pad_proportion=0.0733, over 24646.52 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3277, pruned_loss=0.09469, over 2468119.67 frames. utt_duration=1212 frames, utt_pad_proportion=0.07364, over 8152.45 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3013, pruned_loss=0.0678, over 2478536.40 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07239, over 26754.90 utterances.], batch size: 355, lr: 6.63e-04
2022-08-22 11:02:20,403 INFO [train.py:927] (7/8) Epoch 4, batch 19450, giga_loss[loss=0.1898, simple_loss=0.2896, pruned_loss=0.04501, over 12440.00 frames. utt_duration=702.1 frames, utt_pad_proportion=0.03427, over 71.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3047, pruned_loss=0.06941, over 2477505.01 frames. utt_duration=420.1 frames, utt_pad_proportion=0.0715, over 23660.90 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3279, pruned_loss=0.09481, over 2468584.98 frames. utt_duration=1200 frames, utt_pad_proportion=0.07741, over 8240.79 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3024, pruned_loss=0.06647, over 2478511.97 frames. utt_duration=388 frames, utt_pad_proportion=0.06971, over 25631.27 utterances.], batch size: 71, lr: 6.63e-04
2022-08-22 11:04:26,284 INFO [train.py:927] (7/8) Epoch 4, batch 19500, libri_loss[loss=0.3, simple_loss=0.3695, pruned_loss=0.1153, over 12235.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.004834, over 34.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3057, pruned_loss=0.06927, over 2477219.20 frames. utt_duration=413.1 frames, utt_pad_proportion=0.07238, over 24056.96 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3281, pruned_loss=0.09482, over 2468342.09 frames. utt_duration=1203 frames, utt_pad_proportion=0.07651, over 8220.27 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3032, pruned_loss=0.06657, over 2478379.14 frames. utt_duration=384.5 frames, utt_pad_proportion=0.07119, over 25861.37 utterances.], batch size: 34, lr: 6.63e-04
2022-08-22 11:06:41,120 INFO [train.py:927] (7/8) Epoch 4, batch 19550, giga_loss[loss=0.2334, simple_loss=0.3082, pruned_loss=0.07927, over 12406.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09731, over 256.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3063, pruned_loss=0.06947, over 2477850.13 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06938, over 24030.08 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3273, pruned_loss=0.09436, over 2468475.86 frames. utt_duration=1207 frames, utt_pad_proportion=0.07538, over 8192.37 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3043, pruned_loss=0.06694, over 2478944.73 frames. utt_duration=382.9 frames, utt_pad_proportion=0.0689, over 25981.27 utterances.], batch size: 256, lr: 6.63e-04
2022-08-22 11:08:52,400 INFO [train.py:927] (7/8) Epoch 4, batch 19600, giga_loss[loss=0.2281, simple_loss=0.3136, pruned_loss=0.07126, over 12385.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05468, over 181.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3078, pruned_loss=0.06968, over 2478161.40 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06587, over 23948.07 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3269, pruned_loss=0.09413, over 2468624.46 frames. utt_duration=1211 frames, utt_pad_proportion=0.07428, over 8161.75 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3062, pruned_loss=0.06743, over 2479054.66 frames. utt_duration=385.7 frames, utt_pad_proportion=0.066, over 25790.20 utterances.], batch size: 181, lr: 6.63e-04
2022-08-22 11:11:08,227 INFO [train.py:927] (7/8) Epoch 4, batch 19650, giga_loss[loss=0.2119, simple_loss=0.302, pruned_loss=0.06086, over 12336.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03146, over 91.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3097, pruned_loss=0.0698, over 2477421.28 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06903, over 23897.60 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3281, pruned_loss=0.09451, over 2468650.79 frames. utt_duration=1203 frames, utt_pad_proportion=0.07691, over 8218.71 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.307, pruned_loss=0.06719, over 2478247.87 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06802, over 25576.27 utterances.], batch size: 91, lr: 6.62e-04
2022-08-22 11:13:22,923 INFO [train.py:927] (7/8) Epoch 4, batch 19700, libri_loss[loss=0.2292, simple_loss=0.3076, pruned_loss=0.07538, over 12263.00 frames. utt_duration=963.1 frames, utt_pad_proportion=0.06947, over 51.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3077, pruned_loss=0.06973, over 2476662.63 frames. utt_duration=432.6 frames, utt_pad_proportion=0.06569, over 22961.84 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.327, pruned_loss=0.09387, over 2467851.67 frames. utt_duration=1212 frames, utt_pad_proportion=0.07476, over 8154.47 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3058, pruned_loss=0.06722, over 2478417.27 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06566, over 25013.04 utterances.], batch size: 51, lr: 6.62e-04
2022-08-22 11:15:24,220 INFO [train.py:927] (7/8) Epoch 4, batch 19750, giga_loss[loss=0.2798, simple_loss=0.347, pruned_loss=0.1063, over 12386.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06701, over 211.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3052, pruned_loss=0.06813, over 2476662.74 frames. utt_duration=437.3 frames, utt_pad_proportion=0.06465, over 22713.40 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3265, pruned_loss=0.09354, over 2467998.74 frames. utt_duration=1215 frames, utt_pad_proportion=0.07366, over 8133.49 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3037, pruned_loss=0.06598, over 2478075.12 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06498, over 24619.62 utterances.], batch size: 211, lr: 6.62e-04
2022-08-22 11:17:23,433 INFO [train.py:927] (7/8) Epoch 4, batch 19800, giga_loss[loss=0.2176, simple_loss=0.3051, pruned_loss=0.06506, over 12387.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03585, over 80.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3071, pruned_loss=0.06926, over 2477152.80 frames. utt_duration=434.6 frames, utt_pad_proportion=0.0661, over 22858.76 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3265, pruned_loss=0.09368, over 2468244.63 frames. utt_duration=1218 frames, utt_pad_proportion=0.07254, over 8112.99 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3055, pruned_loss=0.06696, over 2478193.29 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06657, over 24664.64 utterances.], batch size: 80, lr: 6.62e-04
2022-08-22 11:19:13,339 INFO [train.py:927] (7/8) Epoch 4, batch 19850, giga_loss[loss=0.2145, simple_loss=0.2807, pruned_loss=0.07418, over 12374.00 frames. utt_duration=141.4 frames, utt_pad_proportion=0.168, over 353.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3057, pruned_loss=0.06878, over 2477292.40 frames. utt_duration=429.8 frames, utt_pad_proportion=0.0681, over 23120.52 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.327, pruned_loss=0.09349, over 2468068.11 frames. utt_duration=1212 frames, utt_pad_proportion=0.07465, over 8158.12 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3035, pruned_loss=0.06647, over 2478521.60 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06774, over 24925.37 utterances.], batch size: 353, lr: 6.62e-04
2022-08-22 11:21:04,381 INFO [train.py:927] (7/8) Epoch 4, batch 19900, giga_loss[loss=0.2081, simple_loss=0.2854, pruned_loss=0.06541, over 12383.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06018, over 182.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3064, pruned_loss=0.06971, over 2477321.41 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06894, over 23538.56 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3265, pruned_loss=0.09318, over 2468177.79 frames. utt_duration=1214 frames, utt_pad_proportion=0.07385, over 8142.06 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3047, pruned_loss=0.0677, over 2478369.21 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06883, over 25286.92 utterances.], batch size: 182, lr: 6.62e-04
2022-08-22 11:22:48,693 INFO [train.py:927] (7/8) Epoch 4, batch 19950, giga_loss[loss=0.2738, simple_loss=0.3637, pruned_loss=0.09193, over 12465.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03481, over 86.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3147, pruned_loss=0.07503, over 2476958.36 frames. utt_duration=430.3 frames, utt_pad_proportion=0.06899, over 23090.32 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3262, pruned_loss=0.093, over 2468389.94 frames. utt_duration=1207 frames, utt_pad_proportion=0.07643, over 8193.46 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3134, pruned_loss=0.07315, over 2477819.29 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06813, over 24773.95 utterances.], batch size: 86, lr: 6.61e-04
2022-08-22 11:24:31,572 INFO [train.py:927] (7/8) Epoch 4, batch 20000, libri_loss[loss=0.2432, simple_loss=0.3201, pruned_loss=0.08314, over 12347.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01661, over 41.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3155, pruned_loss=0.07686, over 2476484.55 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07113, over 22454.67 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3261, pruned_loss=0.09298, over 2468594.74 frames. utt_duration=1202 frames, utt_pad_proportion=0.07565, over 8225.92 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3141, pruned_loss=0.07484, over 2477253.44 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0705, over 24253.47 utterances.], batch size: 41, lr: 6.61e-04
2022-08-22 11:26:12,119 INFO [train.py:927] (7/8) Epoch 4, batch 20050, libri_loss[loss=0.2532, simple_loss=0.3265, pruned_loss=0.08994, over 12196.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007419, over 30.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3106, pruned_loss=0.07569, over 2475800.37 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07432, over 22416.81 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3263, pruned_loss=0.09288, over 2468472.97 frames. utt_duration=1204 frames, utt_pad_proportion=0.07439, over 8212.29 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.309, pruned_loss=0.0738, over 2476709.64 frames. utt_duration=411 frames, utt_pad_proportion=0.07398, over 24184.42 utterances.], batch size: 30, lr: 6.61e-04
2022-08-22 11:27:54,148 INFO [train.py:927] (7/8) Epoch 4, batch 20100, giga_loss[loss=0.2489, simple_loss=0.3229, pruned_loss=0.08746, over 12364.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06065, over 182.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3017, pruned_loss=0.0716, over 2475866.64 frames. utt_duration=453 frames, utt_pad_proportion=0.07322, over 21927.78 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3267, pruned_loss=0.09281, over 2468306.47 frames. utt_duration=1206 frames, utt_pad_proportion=0.07385, over 8197.20 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.2999, pruned_loss=0.07002, over 2476792.10 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07317, over 23451.36 utterances.], batch size: 182, lr: 6.61e-04
2022-08-22 11:29:34,489 INFO [train.py:927] (7/8) Epoch 4, batch 20150, giga_loss[loss=0.181, simple_loss=0.2659, pruned_loss=0.04808, over 12389.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02435, over 70.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2962, pruned_loss=0.07011, over 2476617.34 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07046, over 20882.13 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3267, pruned_loss=0.09314, over 2468510.91 frames. utt_duration=1210 frames, utt_pad_proportion=0.07282, over 8172.89 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2939, pruned_loss=0.06782, over 2477403.99 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07089, over 22552.05 utterances.], batch size: 70, lr: 6.61e-04
2022-08-22 11:31:19,160 INFO [train.py:927] (7/8) Epoch 4, batch 20200, giga_loss[loss=0.2018, simple_loss=0.2665, pruned_loss=0.06856, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03144, over 42.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2898, pruned_loss=0.06722, over 2475714.58 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06992, over 21017.82 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3267, pruned_loss=0.09313, over 2468632.36 frames. utt_duration=1210 frames, utt_pad_proportion=0.07251, over 8171.03 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2878, pruned_loss=0.06532, over 2476250.79 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07039, over 22385.53 utterances.], batch size: 42, lr: 6.61e-04
2022-08-22 11:32:59,835 INFO [train.py:927] (7/8) Epoch 4, batch 20250, libri_loss[loss=0.3312, simple_loss=0.3861, pruned_loss=0.1382, over 12444.00 frames. utt_duration=419.8 frames, utt_pad_proportion=0.3461, over 119.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2866, pruned_loss=0.06578, over 2474269.79 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06896, over 19801.35 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3273, pruned_loss=0.09312, over 2468877.47 frames. utt_duration=1203 frames, utt_pad_proportion=0.07454, over 8220.68 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2829, pruned_loss=0.06322, over 2474698.15 frames. utt_duration=466 frames, utt_pad_proportion=0.06846, over 21304.97 utterances.], batch size: 119, lr: 6.60e-04
2022-08-22 11:34:42,106 INFO [train.py:927] (7/8) Epoch 4, batch 20300, giga_loss[loss=0.2068, simple_loss=0.27, pruned_loss=0.0718, over 12369.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03091, over 58.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2805, pruned_loss=0.063, over 2474442.32 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07002, over 19534.64 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3275, pruned_loss=0.09336, over 2468745.75 frames. utt_duration=1193 frames, utt_pad_proportion=0.0781, over 8288.45 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2769, pruned_loss=0.06044, over 2474953.77 frames. utt_duration=477.2 frames, utt_pad_proportion=0.0683, over 20806.65 utterances.], batch size: 58, lr: 6.60e-04
2022-08-22 11:36:23,564 INFO [train.py:927] (7/8) Epoch 4, batch 20350, giga_loss[loss=0.1771, simple_loss=0.2495, pruned_loss=0.05241, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02805, over 91.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2745, pruned_loss=0.06022, over 2474493.81 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07367, over 19856.34 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3275, pruned_loss=0.09333, over 2468843.65 frames. utt_duration=1194 frames, utt_pad_proportion=0.07748, over 8281.57 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2712, pruned_loss=0.05794, over 2474873.70 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07236, over 20966.14 utterances.], batch size: 91, lr: 6.60e-04
2022-08-22 11:38:06,574 INFO [train.py:927] (7/8) Epoch 4, batch 20400, giga_loss[loss=0.2538, simple_loss=0.3259, pruned_loss=0.09082, over 12382.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04147, over 133.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2799, pruned_loss=0.06399, over 2474232.65 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07053, over 19896.32 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3281, pruned_loss=0.09394, over 2468976.00 frames. utt_duration=1182 frames, utt_pad_proportion=0.08091, over 8362.77 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2759, pruned_loss=0.0611, over 2474521.52 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06849, over 20913.46 utterances.], batch size: 133, lr: 6.60e-04
2022-08-22 11:39:50,649 INFO [train.py:927] (7/8) Epoch 4, batch 20450, giga_loss[loss=0.2985, simple_loss=0.3646, pruned_loss=0.1162, over 12412.00 frames. utt_duration=271.4 frames, utt_pad_proportion=0.0675, over 184.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2926, pruned_loss=0.07018, over 2474056.37 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06538, over 19329.21 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3283, pruned_loss=0.09393, over 2468569.40 frames. utt_duration=1185 frames, utt_pad_proportion=0.08031, over 8346.19 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2889, pruned_loss=0.06768, over 2474703.41 frames. utt_duration=490.4 frames, utt_pad_proportion=0.06411, over 20244.77 utterances.], batch size: 184, lr: 6.60e-04
2022-08-22 11:41:33,333 INFO [train.py:927] (7/8) Epoch 4, batch 20500, giga_loss[loss=0.2324, simple_loss=0.3262, pruned_loss=0.06928, over 12371.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03195, over 62.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3007, pruned_loss=0.07303, over 2474320.42 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06206, over 18970.35 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3284, pruned_loss=0.09384, over 2468384.83 frames. utt_duration=1188 frames, utt_pad_proportion=0.07912, over 8319.00 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.297, pruned_loss=0.07062, over 2475105.77 frames. utt_duration=497.5 frames, utt_pad_proportion=0.06148, over 19960.54 utterances.], batch size: 62, lr: 6.60e-04
2022-08-22 11:43:16,367 INFO [train.py:927] (7/8) Epoch 4, batch 20550, giga_loss[loss=0.2392, simple_loss=0.3186, pruned_loss=0.07988, over 12433.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03231, over 75.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3044, pruned_loss=0.07477, over 2473298.89 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06685, over 19509.74 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3282, pruned_loss=0.09386, over 2468435.17 frames. utt_duration=1193 frames, utt_pad_proportion=0.07735, over 8284.88 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3008, pruned_loss=0.07228, over 2474024.31 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06676, over 20639.87 utterances.], batch size: 75, lr: 6.59e-04
2022-08-22 11:44:56,029 INFO [train.py:927] (7/8) Epoch 4, batch 20600, giga_loss[loss=0.2889, simple_loss=0.3603, pruned_loss=0.1087, over 12357.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02917, over 66.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3074, pruned_loss=0.07703, over 2473248.53 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06741, over 18564.47 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.327, pruned_loss=0.09329, over 2468545.78 frames. utt_duration=1202 frames, utt_pad_proportion=0.0752, over 8222.84 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3046, pruned_loss=0.07476, over 2473924.89 frames. utt_duration=497 frames, utt_pad_proportion=0.06802, over 19972.37 utterances.], batch size: 66, lr: 6.59e-04
2022-08-22 11:46:39,457 INFO [train.py:927] (7/8) Epoch 4, batch 20650, giga_loss[loss=0.2166, simple_loss=0.2998, pruned_loss=0.06667, over 12258.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02829, over 54.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3112, pruned_loss=0.07853, over 2473253.67 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06591, over 18423.52 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3266, pruned_loss=0.09313, over 2468512.76 frames. utt_duration=1206 frames, utt_pad_proportion=0.07474, over 8198.67 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3092, pruned_loss=0.07675, over 2473866.36 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06662, over 19639.73 utterances.], batch size: 54, lr: 6.59e-04
2022-08-22 11:48:20,651 INFO [train.py:927] (7/8) Epoch 4, batch 20700, giga_loss[loss=0.2547, simple_loss=0.3311, pruned_loss=0.08911, over 12458.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04366, over 34.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3163, pruned_loss=0.08015, over 2473805.31 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06127, over 18201.55 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3273, pruned_loss=0.09314, over 2468684.12 frames. utt_duration=1208 frames, utt_pad_proportion=0.07386, over 8183.74 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3139, pruned_loss=0.07854, over 2474195.99 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06237, over 19317.33 utterances.], batch size: 34, lr: 6.59e-04
2022-08-22 11:50:03,822 INFO [train.py:927] (7/8) Epoch 4, batch 20750, giga_loss[loss=0.2616, simple_loss=0.3267, pruned_loss=0.09819, over 12388.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07397, over 212.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3174, pruned_loss=0.07973, over 2474207.44 frames. utt_duration=550.4 frames, utt_pad_proportion=0.063, over 18029.76 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3272, pruned_loss=0.09321, over 2469042.59 frames. utt_duration=1198 frames, utt_pad_proportion=0.07624, over 8251.72 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3153, pruned_loss=0.07804, over 2474336.56 frames. utt_duration=518.7 frames, utt_pad_proportion=0.0628, over 19137.71 utterances.], batch size: 212, lr: 6.59e-04
2022-08-22 11:51:47,227 INFO [train.py:927] (7/8) Epoch 4, batch 20800, giga_loss[loss=0.2524, simple_loss=0.3348, pruned_loss=0.08503, over 12333.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.03122, over 70.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3169, pruned_loss=0.07856, over 2474404.77 frames. utt_duration=576.4 frames, utt_pad_proportion=0.0578, over 17216.38 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3272, pruned_loss=0.09329, over 2469073.84 frames. utt_duration=1201 frames, utt_pad_proportion=0.07483, over 8231.14 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3149, pruned_loss=0.07673, over 2474625.72 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05833, over 18391.91 utterances.], batch size: 70, lr: 6.59e-04
2022-08-22 11:53:31,373 INFO [train.py:927] (7/8) Epoch 4, batch 20850, giga_loss[loss=0.2623, simple_loss=0.3325, pruned_loss=0.096, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02578, over 45.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3198, pruned_loss=0.08219, over 2474291.98 frames. utt_duration=584.2 frames, utt_pad_proportion=0.0584, over 16985.47 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3271, pruned_loss=0.09344, over 2469429.66 frames. utt_duration=1204 frames, utt_pad_proportion=0.07373, over 8216.38 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3181, pruned_loss=0.0803, over 2474279.77 frames. utt_duration=547.4 frames, utt_pad_proportion=0.05907, over 18128.31 utterances.], batch size: 45, lr: 6.58e-04
2022-08-22 11:55:13,552 INFO [train.py:927] (7/8) Epoch 4, batch 20900, giga_loss[loss=0.3264, simple_loss=0.372, pruned_loss=0.1404, over 12362.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3198, pruned_loss=0.08416, over 2473893.35 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06719, over 17350.57 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.327, pruned_loss=0.09365, over 2469436.43 frames. utt_duration=1209 frames, utt_pad_proportion=0.07137, over 8183.47 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3182, pruned_loss=0.08197, over 2474088.48 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06787, over 18697.52 utterances.], batch size: 257, lr: 6.58e-04
2022-08-22 11:56:57,774 INFO [train.py:927] (7/8) Epoch 4, batch 20950, giga_loss[loss=0.2557, simple_loss=0.3249, pruned_loss=0.09318, over 12324.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.0267, over 45.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3208, pruned_loss=0.08578, over 2473592.26 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06714, over 17180.87 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3272, pruned_loss=0.09394, over 2469206.83 frames. utt_duration=1214 frames, utt_pad_proportion=0.06931, over 8144.60 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3191, pruned_loss=0.08344, over 2474106.77 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06842, over 18614.66 utterances.], batch size: 45, lr: 6.58e-04
2022-08-22 11:58:43,460 INFO [train.py:927] (7/8) Epoch 4, batch 21000, giga_loss[loss=0.2175, simple_loss=0.3014, pruned_loss=0.06681, over 12165.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04435, over 28.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.32, pruned_loss=0.08452, over 2473100.36 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06531, over 17242.00 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3272, pruned_loss=0.0939, over 2469290.40 frames. utt_duration=1215 frames, utt_pad_proportion=0.06825, over 8136.34 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3184, pruned_loss=0.08246, over 2473542.61 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06687, over 18639.52 utterances.], batch size: 28, lr: 6.58e-04
2022-08-22 11:58:43,461 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 11:59:00,748 INFO [train.py:967] (7/8) 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 12:00:43,186 INFO [train.py:927] (7/8) Epoch 4, batch 21050, giga_loss[loss=0.2335, simple_loss=0.3065, pruned_loss=0.08022, over 12394.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3154, pruned_loss=0.08207, over 2472854.83 frames. utt_duration=565.2 frames, utt_pad_proportion=0.0644, over 17547.06 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3265, pruned_loss=0.0935, over 2469255.48 frames. utt_duration=1221 frames, utt_pad_proportion=0.06735, over 8096.87 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3147, pruned_loss=0.08061, over 2473288.55 frames. utt_duration=526 frames, utt_pad_proportion=0.06603, over 18863.73 utterances.], batch size: 183, lr: 6.58e-04
2022-08-22 12:02:27,521 INFO [train.py:927] (7/8) Epoch 4, batch 21100, giga_loss[loss=0.2225, simple_loss=0.2992, pruned_loss=0.07294, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03317, over 58.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3107, pruned_loss=0.07973, over 2472788.64 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06455, over 17898.25 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3259, pruned_loss=0.09305, over 2468706.74 frames. utt_duration=1231 frames, utt_pad_proportion=0.06555, over 8034.28 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3102, pruned_loss=0.0785, over 2473765.95 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06649, over 19351.80 utterances.], batch size: 58, lr: 6.58e-04
2022-08-22 12:04:11,251 INFO [train.py:927] (7/8) Epoch 4, batch 21150, giga_loss[loss=0.2679, simple_loss=0.3292, pruned_loss=0.1033, over 12249.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02655, over 45.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3098, pruned_loss=0.07857, over 2471534.65 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06378, over 17426.07 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3266, pruned_loss=0.09336, over 2468877.96 frames. utt_duration=1220 frames, utt_pad_proportion=0.06889, over 8103.95 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3087, pruned_loss=0.07719, over 2472184.77 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06403, over 18591.36 utterances.], batch size: 45, lr: 6.57e-04
2022-08-22 12:05:49,205 INFO [train.py:927] (7/8) Epoch 4, batch 21200, libri_loss[loss=0.2796, simple_loss=0.3396, pruned_loss=0.1098, over 12470.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004606, over 35.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3074, pruned_loss=0.07781, over 2472222.03 frames. utt_duration=584.5 frames, utt_pad_proportion=0.06348, over 16961.28 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3263, pruned_loss=0.0934, over 2469019.50 frames. utt_duration=1215 frames, utt_pad_proportion=0.07147, over 8135.87 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3062, pruned_loss=0.07626, over 2472698.93 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06268, over 18121.64 utterances.], batch size: 35, lr: 6.57e-04
2022-08-22 12:07:30,659 INFO [train.py:927] (7/8) Epoch 4, batch 21250, giga_loss[loss=0.1679, simple_loss=0.2466, pruned_loss=0.04467, over 12130.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04373, over 33.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3037, pruned_loss=0.07599, over 2472648.84 frames. utt_duration=598.9 frames, utt_pad_proportion=0.0586, over 16554.89 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3262, pruned_loss=0.09345, over 2468950.94 frames. utt_duration=1217 frames, utt_pad_proportion=0.07065, over 8122.86 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3026, pruned_loss=0.07449, over 2473139.69 frames. utt_duration=563.5 frames, utt_pad_proportion=0.0585, over 17601.91 utterances.], batch size: 33, lr: 6.57e-04
2022-08-22 12:09:11,271 INFO [train.py:927] (7/8) Epoch 4, batch 21300, libri_loss[loss=0.2045, simple_loss=0.2738, pruned_loss=0.06754, over 12227.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.00855, over 29.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3002, pruned_loss=0.07464, over 2472751.89 frames. utt_duration=613.6 frames, utt_pad_proportion=0.05546, over 16160.07 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.326, pruned_loss=0.09351, over 2468875.72 frames. utt_duration=1220 frames, utt_pad_proportion=0.06941, over 8104.32 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.2989, pruned_loss=0.07293, over 2473335.04 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05591, over 17234.46 utterances.], batch size: 29, lr: 6.57e-04
2022-08-22 12:10:51,010 INFO [train.py:927] (7/8) Epoch 4, batch 21350, giga_loss[loss=0.206, simple_loss=0.2745, pruned_loss=0.06873, over 12255.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03097, over 45.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.2968, pruned_loss=0.07336, over 2472077.01 frames. utt_duration=597.8 frames, utt_pad_proportion=0.05537, over 16581.44 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3262, pruned_loss=0.09368, over 2468840.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.06884, over 8098.30 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2954, pruned_loss=0.07172, over 2472599.43 frames. utt_duration=566.5 frames, utt_pad_proportion=0.0559, over 17503.78 utterances.], batch size: 45, lr: 6.57e-04
2022-08-22 12:12:31,847 INFO [train.py:927] (7/8) Epoch 4, batch 21400, giga_loss[loss=0.2002, simple_loss=0.2817, pruned_loss=0.05934, over 12194.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04129, over 28.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.2945, pruned_loss=0.0721, over 2471441.03 frames. utt_duration=605.8 frames, utt_pad_proportion=0.05575, over 16360.00 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3267, pruned_loss=0.09367, over 2468815.25 frames. utt_duration=1225 frames, utt_pad_proportion=0.06726, over 8070.65 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2922, pruned_loss=0.07025, over 2471965.54 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05667, over 17341.09 utterances.], batch size: 28, lr: 6.57e-04
2022-08-22 12:14:16,583 INFO [train.py:927] (7/8) Epoch 4, batch 21450, giga_loss[loss=0.2577, simple_loss=0.3279, pruned_loss=0.09375, over 12349.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03209, over 85.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.293, pruned_loss=0.0713, over 2472408.13 frames. utt_duration=624.3 frames, utt_pad_proportion=0.05272, over 15878.11 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3265, pruned_loss=0.09349, over 2468981.96 frames. utt_duration=1228 frames, utt_pad_proportion=0.06652, over 8049.66 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2909, pruned_loss=0.06969, over 2472710.22 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05386, over 16780.76 utterances.], batch size: 85, lr: 6.56e-04
2022-08-22 12:16:00,147 INFO [train.py:927] (7/8) Epoch 4, batch 21500, giga_loss[loss=0.2909, simple_loss=0.3571, pruned_loss=0.1123, over 12404.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03939, over 133.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.2979, pruned_loss=0.07433, over 2472831.60 frames. utt_duration=626.8 frames, utt_pad_proportion=0.05105, over 15819.33 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3264, pruned_loss=0.09353, over 2468992.23 frames. utt_duration=1228 frames, utt_pad_proportion=0.06587, over 8055.19 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2954, pruned_loss=0.07244, over 2473143.42 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05214, over 16744.28 utterances.], batch size: 133, lr: 6.56e-04
2022-08-22 12:17:48,041 INFO [train.py:927] (7/8) Epoch 4, batch 21550, giga_loss[loss=0.2742, simple_loss=0.355, pruned_loss=0.09668, over 12396.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03345, over 122.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.304, pruned_loss=0.07737, over 2473027.98 frames. utt_duration=615.6 frames, utt_pad_proportion=0.04981, over 16106.98 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3259, pruned_loss=0.09328, over 2469119.86 frames. utt_duration=1231 frames, utt_pad_proportion=0.0649, over 8030.28 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.302, pruned_loss=0.07578, over 2473225.98 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05102, over 17006.38 utterances.], batch size: 122, lr: 6.56e-04
2022-08-22 12:19:31,207 INFO [train.py:927] (7/8) Epoch 4, batch 21600, giga_loss[loss=0.2675, simple_loss=0.3418, pruned_loss=0.09662, over 12373.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03052, over 97.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3101, pruned_loss=0.07984, over 2473154.95 frames. utt_duration=617.4 frames, utt_pad_proportion=0.0482, over 16062.55 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3258, pruned_loss=0.09314, over 2469186.32 frames. utt_duration=1233 frames, utt_pad_proportion=0.06376, over 8018.47 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3081, pruned_loss=0.07829, over 2473369.23 frames. utt_duration=583 frames, utt_pad_proportion=0.04956, over 17013.27 utterances.], batch size: 97, lr: 6.56e-04
2022-08-22 12:21:12,726 INFO [train.py:927] (7/8) Epoch 4, batch 21650, giga_loss[loss=0.2016, simple_loss=0.2865, pruned_loss=0.05829, over 12408.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02523, over 91.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3153, pruned_loss=0.0814, over 2473027.52 frames. utt_duration=590.6 frames, utt_pad_proportion=0.05655, over 16793.12 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3262, pruned_loss=0.09296, over 2469060.47 frames. utt_duration=1235 frames, utt_pad_proportion=0.06258, over 8003.90 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.313, pruned_loss=0.08002, over 2473416.13 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05757, over 17804.91 utterances.], batch size: 91, lr: 6.56e-04
2022-08-22 12:22:54,069 INFO [train.py:927] (7/8) Epoch 4, batch 21700, giga_loss[loss=0.2174, simple_loss=0.3089, pruned_loss=0.06294, over 12468.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.02999, over 75.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.315, pruned_loss=0.0807, over 2473537.67 frames. utt_duration=597.9 frames, utt_pad_proportion=0.05584, over 16589.78 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3268, pruned_loss=0.09362, over 2469285.92 frames. utt_duration=1223 frames, utt_pad_proportion=0.06591, over 8086.10 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3123, pruned_loss=0.07863, over 2473786.46 frames. utt_duration=563.2 frames, utt_pad_proportion=0.0554, over 17617.81 utterances.], batch size: 75, lr: 6.56e-04
2022-08-22 12:24:36,955 INFO [train.py:927] (7/8) Epoch 4, batch 21750, giga_loss[loss=0.2621, simple_loss=0.3405, pruned_loss=0.09182, over 12171.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.03331, over 30.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.316, pruned_loss=0.08112, over 2473525.54 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06424, over 17060.45 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3272, pruned_loss=0.09381, over 2469508.32 frames. utt_duration=1210 frames, utt_pad_proportion=0.06925, over 8171.14 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3131, pruned_loss=0.07885, over 2473655.43 frames. utt_duration=548.7 frames, utt_pad_proportion=0.062, over 18082.96 utterances.], batch size: 30, lr: 6.55e-04
2022-08-22 12:26:23,191 INFO [train.py:927] (7/8) Epoch 4, batch 21800, giga_loss[loss=0.2388, simple_loss=0.3181, pruned_loss=0.07973, over 12352.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03539, over 104.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3179, pruned_loss=0.0819, over 2473809.06 frames. utt_duration=582.7 frames, utt_pad_proportion=0.06025, over 17024.44 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.327, pruned_loss=0.09368, over 2469586.79 frames. utt_duration=1209 frames, utt_pad_proportion=0.06936, over 8181.37 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3156, pruned_loss=0.08006, over 2473885.70 frames. utt_duration=553.2 frames, utt_pad_proportion=0.0586, over 17935.72 utterances.], batch size: 104, lr: 6.55e-04
2022-08-22 12:28:05,129 INFO [train.py:927] (7/8) Epoch 4, batch 21850, giga_loss[loss=0.2798, simple_loss=0.3444, pruned_loss=0.1076, over 12374.00 frames. utt_duration=234 frames, utt_pad_proportion=0.0788, over 213.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3192, pruned_loss=0.08352, over 2473712.58 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06913, over 18376.81 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3266, pruned_loss=0.09342, over 2469565.55 frames. utt_duration=1213 frames, utt_pad_proportion=0.06837, over 8150.96 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3177, pruned_loss=0.08212, over 2473867.98 frames. utt_duration=513.6 frames, utt_pad_proportion=0.068, over 19325.05 utterances.], batch size: 213, lr: 6.55e-04
2022-08-22 12:29:49,444 INFO [train.py:927] (7/8) Epoch 4, batch 21900, giga_loss[loss=0.2501, simple_loss=0.3167, pruned_loss=0.09172, over 12261.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02823, over 54.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3195, pruned_loss=0.08396, over 2472554.93 frames. utt_duration=545.9 frames, utt_pad_proportion=0.071, over 18166.48 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3263, pruned_loss=0.09329, over 2469327.44 frames. utt_duration=1216 frames, utt_pad_proportion=0.06788, over 8134.48 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3185, pruned_loss=0.08289, over 2472920.11 frames. utt_duration=521.6 frames, utt_pad_proportion=0.07021, over 19017.38 utterances.], batch size: 54, lr: 6.55e-04
2022-08-22 12:31:29,829 INFO [train.py:927] (7/8) Epoch 4, batch 21950, giga_loss[loss=0.2989, simple_loss=0.3716, pruned_loss=0.1131, over 12364.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03117, over 85.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3208, pruned_loss=0.0836, over 2471676.56 frames. utt_duration=588.1 frames, utt_pad_proportion=0.06492, over 16853.29 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3262, pruned_loss=0.09292, over 2469179.63 frames. utt_duration=1219 frames, utt_pad_proportion=0.06641, over 8111.10 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3199, pruned_loss=0.08277, over 2472193.60 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06514, over 17856.39 utterances.], batch size: 85, lr: 6.55e-04
2022-08-22 12:33:12,576 INFO [train.py:927] (7/8) Epoch 4, batch 22000, giga_loss[loss=0.2444, simple_loss=0.3151, pruned_loss=0.0868, over 12403.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03975, over 133.00 utterances.], tot_loss[loss=0.244, simple_loss=0.321, pruned_loss=0.08347, over 2471847.78 frames. utt_duration=606.1 frames, utt_pad_proportion=0.06045, over 16354.77 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3263, pruned_loss=0.09292, over 2469252.42 frames. utt_duration=1222 frames, utt_pad_proportion=0.06529, over 8090.53 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.32, pruned_loss=0.08262, over 2472266.09 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06128, over 17357.56 utterances.], batch size: 133, lr: 6.55e-04
2022-08-22 12:34:55,717 INFO [train.py:927] (7/8) Epoch 4, batch 22050, giga_loss[loss=0.2087, simple_loss=0.2865, pruned_loss=0.06547, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02737, over 48.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3192, pruned_loss=0.08303, over 2471674.82 frames. utt_duration=615.3 frames, utt_pad_proportion=0.06084, over 16106.63 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3264, pruned_loss=0.09299, over 2469026.50 frames. utt_duration=1223 frames, utt_pad_proportion=0.06473, over 8087.09 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3184, pruned_loss=0.08219, over 2472230.06 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06169, over 17002.09 utterances.], batch size: 48, lr: 6.54e-04
2022-08-22 12:36:36,389 INFO [train.py:927] (7/8) Epoch 4, batch 22100, giga_loss[loss=0.2351, simple_loss=0.3185, pruned_loss=0.0758, over 12325.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.02419, over 28.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3181, pruned_loss=0.08273, over 2471850.79 frames. utt_duration=639.5 frames, utt_pad_proportion=0.06031, over 15498.09 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3259, pruned_loss=0.09283, over 2468987.88 frames. utt_duration=1227 frames, utt_pad_proportion=0.06344, over 8057.30 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3175, pruned_loss=0.08183, over 2472445.21 frames. utt_duration=599.6 frames, utt_pad_proportion=0.06154, over 16536.36 utterances.], batch size: 28, lr: 6.54e-04
2022-08-22 12:38:16,410 INFO [train.py:927] (7/8) Epoch 4, batch 22150, giga_loss[loss=0.2349, simple_loss=0.3209, pruned_loss=0.07444, over 12410.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04349, over 146.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3192, pruned_loss=0.0832, over 2472355.83 frames. utt_duration=642.7 frames, utt_pad_proportion=0.06075, over 15422.54 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3258, pruned_loss=0.09274, over 2469092.72 frames. utt_duration=1226 frames, utt_pad_proportion=0.06283, over 8064.62 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3187, pruned_loss=0.08228, over 2472809.83 frames. utt_duration=602.9 frames, utt_pad_proportion=0.06194, over 16447.35 utterances.], batch size: 146, lr: 6.54e-04
2022-08-22 12:39:58,514 INFO [train.py:927] (7/8) Epoch 4, batch 22200, giga_loss[loss=0.2314, simple_loss=0.3118, pruned_loss=0.07552, over 12364.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03125, over 85.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3193, pruned_loss=0.08289, over 2471927.60 frames. utt_duration=639.4 frames, utt_pad_proportion=0.06313, over 15499.34 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3255, pruned_loss=0.09257, over 2469332.56 frames. utt_duration=1231 frames, utt_pad_proportion=0.06146, over 8031.07 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3189, pruned_loss=0.08205, over 2472168.92 frames. utt_duration=599.3 frames, utt_pad_proportion=0.06451, over 16540.46 utterances.], batch size: 85, lr: 6.54e-04
2022-08-22 12:41:40,011 INFO [train.py:927] (7/8) Epoch 4, batch 22250, giga_loss[loss=0.2363, simple_loss=0.3207, pruned_loss=0.07592, over 12292.00 frames. utt_duration=1448 frames, utt_pad_proportion=0.05452, over 34.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3187, pruned_loss=0.08284, over 2470584.25 frames. utt_duration=653.5 frames, utt_pad_proportion=0.06182, over 15157.36 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3261, pruned_loss=0.09268, over 2469008.00 frames. utt_duration=1221 frames, utt_pad_proportion=0.06463, over 8095.81 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3177, pruned_loss=0.08182, over 2471112.09 frames. utt_duration=614.3 frames, utt_pad_proportion=0.06156, over 16129.27 utterances.], batch size: 34, lr: 6.54e-04
2022-08-22 12:43:22,631 INFO [train.py:927] (7/8) Epoch 4, batch 22300, giga_loss[loss=0.2479, simple_loss=0.3272, pruned_loss=0.08427, over 12346.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04224, over 113.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3164, pruned_loss=0.08215, over 2471337.47 frames. utt_duration=622.7 frames, utt_pad_proportion=0.06894, over 15912.33 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3261, pruned_loss=0.09289, over 2469043.76 frames. utt_duration=1209 frames, utt_pad_proportion=0.06806, over 8177.10 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3153, pruned_loss=0.08084, over 2471774.10 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06683, over 16821.83 utterances.], batch size: 113, lr: 6.54e-04
2022-08-22 12:45:03,614 INFO [train.py:927] (7/8) Epoch 4, batch 22350, giga_loss[loss=0.2296, simple_loss=0.3038, pruned_loss=0.07771, over 12453.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03823, over 40.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3146, pruned_loss=0.08151, over 2472104.29 frames. utt_duration=601.4 frames, utt_pad_proportion=0.07172, over 16484.26 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3258, pruned_loss=0.09278, over 2469095.40 frames. utt_duration=1211 frames, utt_pad_proportion=0.06764, over 8165.04 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3138, pruned_loss=0.08027, over 2472491.49 frames. utt_duration=568.8 frames, utt_pad_proportion=0.0701, over 17433.72 utterances.], batch size: 40, lr: 6.53e-04
2022-08-22 12:46:46,202 INFO [train.py:927] (7/8) Epoch 4, batch 22400, giga_loss[loss=0.1904, simple_loss=0.2633, pruned_loss=0.05871, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03856, over 37.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3094, pruned_loss=0.07889, over 2472624.37 frames. utt_duration=630.9 frames, utt_pad_proportion=0.06587, over 15714.81 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3254, pruned_loss=0.09255, over 2469017.04 frames. utt_duration=1214 frames, utt_pad_proportion=0.06718, over 8145.44 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.309, pruned_loss=0.07801, over 2473016.27 frames. utt_duration=599.3 frames, utt_pad_proportion=0.06501, over 16547.24 utterances.], batch size: 37, lr: 6.53e-04
2022-08-22 12:48:26,621 INFO [train.py:927] (7/8) Epoch 4, batch 22450, libri_loss[loss=0.2714, simple_loss=0.3494, pruned_loss=0.09667, over 12459.00 frames. utt_duration=768.2 frames, utt_pad_proportion=0.1271, over 65.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3078, pruned_loss=0.07808, over 2472983.73 frames. utt_duration=609.9 frames, utt_pad_proportion=0.0681, over 16259.58 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3258, pruned_loss=0.09255, over 2469559.33 frames. utt_duration=1212 frames, utt_pad_proportion=0.0667, over 8157.21 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3067, pruned_loss=0.07698, over 2472907.22 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06745, over 17125.15 utterances.], batch size: 65, lr: 6.53e-04
2022-08-22 12:50:06,702 INFO [train.py:927] (7/8) Epoch 4, batch 22500, giga_loss[loss=0.2617, simple_loss=0.3386, pruned_loss=0.09239, over 12368.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03568, over 122.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3095, pruned_loss=0.07942, over 2473507.79 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06849, over 17097.22 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3254, pruned_loss=0.09256, over 2469987.61 frames. utt_duration=1217 frames, utt_pad_proportion=0.06554, over 8130.95 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3085, pruned_loss=0.07817, over 2473161.75 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06843, over 18039.58 utterances.], batch size: 122, lr: 6.53e-04
2022-08-22 12:51:48,630 INFO [train.py:927] (7/8) Epoch 4, batch 22550, giga_loss[loss=0.263, simple_loss=0.3428, pruned_loss=0.09158, over 12379.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.0704, over 211.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3104, pruned_loss=0.07901, over 2473900.54 frames. utt_duration=564.8 frames, utt_pad_proportion=0.06616, over 17566.35 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3251, pruned_loss=0.0924, over 2469783.52 frames. utt_duration=1217 frames, utt_pad_proportion=0.06515, over 8127.43 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3095, pruned_loss=0.07786, over 2473892.38 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06644, over 18527.85 utterances.], batch size: 211, lr: 6.53e-04
2022-08-22 12:53:27,779 INFO [train.py:927] (7/8) Epoch 4, batch 22600, giga_loss[loss=0.2164, simple_loss=0.2992, pruned_loss=0.06674, over 12268.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.0268, over 54.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.31, pruned_loss=0.07781, over 2474495.51 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06363, over 17869.85 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3254, pruned_loss=0.09274, over 2469868.56 frames. utt_duration=1212 frames, utt_pad_proportion=0.06542, over 8159.42 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3088, pruned_loss=0.07642, over 2474478.00 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06384, over 18726.06 utterances.], batch size: 54, lr: 6.53e-04
2022-08-22 12:55:10,041 INFO [train.py:927] (7/8) Epoch 4, batch 22650, giga_loss[loss=0.2236, simple_loss=0.3097, pruned_loss=0.06874, over 12387.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02703, over 66.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3099, pruned_loss=0.07776, over 2474583.70 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06163, over 17864.08 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3256, pruned_loss=0.09274, over 2469985.03 frames. utt_duration=1217 frames, utt_pad_proportion=0.06412, over 8126.84 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3083, pruned_loss=0.07624, over 2474600.93 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06241, over 18847.67 utterances.], batch size: 66, lr: 6.53e-04
2022-08-22 12:56:51,336 INFO [train.py:927] (7/8) Epoch 4, batch 22700, giga_loss[loss=0.2815, simple_loss=0.336, pruned_loss=0.1135, over 12341.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1891, over 362.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3114, pruned_loss=0.07975, over 2473485.43 frames. utt_duration=542.2 frames, utt_pad_proportion=0.0696, over 18298.63 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3254, pruned_loss=0.09287, over 2469526.40 frames. utt_duration=1226 frames, utt_pad_proportion=0.06203, over 8066.30 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3097, pruned_loss=0.07782, over 2474080.26 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07052, over 19554.16 utterances.], batch size: 362, lr: 6.52e-04
2022-08-22 12:58:31,276 INFO [train.py:927] (7/8) Epoch 4, batch 22750, giga_loss[loss=0.229, simple_loss=0.3012, pruned_loss=0.07838, over 12232.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03123, over 42.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3131, pruned_loss=0.08022, over 2473117.15 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06656, over 17790.43 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3252, pruned_loss=0.09274, over 2469653.44 frames. utt_duration=1230 frames, utt_pad_proportion=0.06086, over 8040.82 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3117, pruned_loss=0.07852, over 2473579.74 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06802, over 19049.09 utterances.], batch size: 42, lr: 6.52e-04
2022-08-22 13:00:10,936 INFO [train.py:927] (7/8) Epoch 4, batch 22800, giga_loss[loss=0.207, simple_loss=0.2937, pruned_loss=0.06011, over 12283.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02419, over 54.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3135, pruned_loss=0.07946, over 2473567.76 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06367, over 17276.22 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3254, pruned_loss=0.09287, over 2469669.43 frames. utt_duration=1230 frames, utt_pad_proportion=0.06046, over 8043.38 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3121, pruned_loss=0.07787, over 2473957.61 frames. utt_duration=540.6 frames, utt_pad_proportion=0.0652, over 18354.44 utterances.], batch size: 54, lr: 6.52e-04
2022-08-22 13:01:54,257 INFO [train.py:927] (7/8) Epoch 4, batch 22850, giga_loss[loss=0.2197, simple_loss=0.2916, pruned_loss=0.07386, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02609, over 48.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3145, pruned_loss=0.08003, over 2473697.24 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06094, over 17241.12 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3257, pruned_loss=0.09323, over 2469745.41 frames. utt_duration=1229 frames, utt_pad_proportion=0.0597, over 8045.36 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3129, pruned_loss=0.07817, over 2474027.57 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06265, over 18294.13 utterances.], batch size: 48, lr: 6.52e-04
2022-08-22 13:03:33,092 INFO [train.py:927] (7/8) Epoch 4, batch 22900, giga_loss[loss=0.23, simple_loss=0.3017, pruned_loss=0.0791, over 12440.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0359, over 123.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3144, pruned_loss=0.07959, over 2474553.33 frames. utt_duration=584.8 frames, utt_pad_proportion=0.05777, over 16969.28 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3274, pruned_loss=0.09343, over 2469599.29 frames. utt_duration=1238 frames, utt_pad_proportion=0.05825, over 7990.50 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.311, pruned_loss=0.07745, over 2475114.97 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05994, over 18170.19 utterances.], batch size: 123, lr: 6.52e-04
2022-08-22 13:05:11,311 INFO [train.py:927] (7/8) Epoch 4, batch 22950, giga_loss[loss=0.2922, simple_loss=0.3835, pruned_loss=0.1004, over 12368.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02572, over 66.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3147, pruned_loss=0.07997, over 2474645.71 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05777, over 17332.18 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3275, pruned_loss=0.09346, over 2469571.42 frames. utt_duration=1243 frames, utt_pad_proportion=0.05621, over 7953.84 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3112, pruned_loss=0.07759, over 2475347.88 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06031, over 18767.89 utterances.], batch size: 66, lr: 6.52e-04
2022-08-22 13:06:50,397 INFO [train.py:927] (7/8) Epoch 4, batch 23000, libri_loss[loss=0.2501, simple_loss=0.3252, pruned_loss=0.08748, over 12343.00 frames. utt_duration=1075 frames, utt_pad_proportion=0.04294, over 46.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3154, pruned_loss=0.07945, over 2475451.44 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05714, over 17454.43 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3273, pruned_loss=0.09353, over 2469734.10 frames. utt_duration=1247 frames, utt_pad_proportion=0.05484, over 7931.49 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3123, pruned_loss=0.07696, over 2476081.17 frames. utt_duration=523.4 frames, utt_pad_proportion=0.05974, over 18977.27 utterances.], batch size: 46, lr: 6.51e-04
2022-08-22 13:08:29,839 INFO [train.py:927] (7/8) Epoch 4, batch 23050, giga_loss[loss=0.202, simple_loss=0.2875, pruned_loss=0.05828, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.0335, over 51.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3138, pruned_loss=0.07939, over 2474716.03 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05389, over 17185.80 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3273, pruned_loss=0.09368, over 2469430.67 frames. utt_duration=1248 frames, utt_pad_proportion=0.05434, over 7924.32 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3111, pruned_loss=0.07695, over 2475607.81 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05644, over 18616.27 utterances.], batch size: 51, lr: 6.51e-04
2022-08-22 13:10:08,964 INFO [train.py:927] (7/8) Epoch 4, batch 23100, giga_loss[loss=0.2513, simple_loss=0.3168, pruned_loss=0.09296, over 12349.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02979, over 91.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3112, pruned_loss=0.07955, over 2474200.37 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05567, over 17452.11 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3269, pruned_loss=0.09351, over 2469193.39 frames. utt_duration=1252 frames, utt_pad_proportion=0.05355, over 7900.02 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3092, pruned_loss=0.07751, over 2475186.91 frames. utt_duration=528.9 frames, utt_pad_proportion=0.05784, over 18772.81 utterances.], batch size: 91, lr: 6.51e-04
2022-08-22 13:11:51,199 INFO [train.py:927] (7/8) Epoch 4, batch 23150, giga_loss[loss=0.2209, simple_loss=0.2991, pruned_loss=0.07132, over 12432.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03638, over 105.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.308, pruned_loss=0.07818, over 2474315.78 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05505, over 17464.63 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3271, pruned_loss=0.09366, over 2469237.42 frames. utt_duration=1248 frames, utt_pad_proportion=0.0542, over 7925.52 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3061, pruned_loss=0.07638, over 2475069.66 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05657, over 18516.45 utterances.], batch size: 105, lr: 6.51e-04
2022-08-22 13:13:32,043 INFO [train.py:927] (7/8) Epoch 4, batch 23200, giga_loss[loss=0.1883, simple_loss=0.2645, pruned_loss=0.05604, over 12437.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.02915, over 80.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3047, pruned_loss=0.07655, over 2474597.10 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05626, over 17515.78 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3275, pruned_loss=0.09378, over 2469462.23 frames. utt_duration=1241 frames, utt_pad_proportion=0.05744, over 7971.30 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3025, pruned_loss=0.07473, over 2475092.23 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05602, over 18466.58 utterances.], batch size: 80, lr: 6.51e-04
2022-08-22 13:15:11,489 INFO [train.py:927] (7/8) Epoch 4, batch 23250, giga_loss[loss=0.1863, simple_loss=0.2638, pruned_loss=0.05445, over 12444.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03587, over 86.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3025, pruned_loss=0.07543, over 2475332.07 frames. utt_duration=556.2 frames, utt_pad_proportion=0.0557, over 17849.26 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3277, pruned_loss=0.09409, over 2469490.65 frames. utt_duration=1240 frames, utt_pad_proportion=0.05683, over 7976.96 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3002, pruned_loss=0.07341, over 2475780.90 frames. utt_duration=529.3 frames, utt_pad_proportion=0.05574, over 18761.89 utterances.], batch size: 86, lr: 6.51e-04
2022-08-22 13:16:51,611 INFO [train.py:927] (7/8) Epoch 4, batch 23300, giga_loss[loss=0.2594, simple_loss=0.3314, pruned_loss=0.09374, over 12350.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3038, pruned_loss=0.07546, over 2474793.20 frames. utt_duration=570 frames, utt_pad_proportion=0.05277, over 17412.21 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3276, pruned_loss=0.0941, over 2469386.20 frames. utt_duration=1241 frames, utt_pad_proportion=0.05661, over 7971.07 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.302, pruned_loss=0.07378, over 2475262.30 frames. utt_duration=546.3 frames, utt_pad_proportion=0.053, over 18173.69 utterances.], batch size: 97, lr: 6.50e-04
2022-08-22 13:18:33,015 INFO [train.py:927] (7/8) Epoch 4, batch 23350, giga_loss[loss=0.2243, simple_loss=0.3069, pruned_loss=0.07091, over 12435.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04131, over 146.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3066, pruned_loss=0.07687, over 2474329.51 frames. utt_duration=568.4 frames, utt_pad_proportion=0.05548, over 17457.38 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3273, pruned_loss=0.09399, over 2469448.99 frames. utt_duration=1240 frames, utt_pad_proportion=0.05594, over 7973.80 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3045, pruned_loss=0.07498, over 2474848.35 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05579, over 18413.12 utterances.], batch size: 146, lr: 6.50e-04
2022-08-22 13:20:17,160 INFO [train.py:927] (7/8) Epoch 4, batch 23400, giga_loss[loss=0.2853, simple_loss=0.3551, pruned_loss=0.1078, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03487, over 105.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.31, pruned_loss=0.07836, over 2474604.44 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05419, over 16960.19 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3279, pruned_loss=0.09429, over 2469516.69 frames. utt_duration=1230 frames, utt_pad_proportion=0.06007, over 8041.83 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3076, pruned_loss=0.07636, over 2475040.68 frames. utt_duration=558.4 frames, utt_pad_proportion=0.05274, over 17778.27 utterances.], batch size: 105, lr: 6.50e-04
2022-08-22 13:22:03,937 INFO [train.py:927] (7/8) Epoch 4, batch 23450, giga_loss[loss=0.2884, simple_loss=0.3531, pruned_loss=0.1118, over 12375.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04214, over 133.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3185, pruned_loss=0.08478, over 2474347.71 frames. utt_duration=553 frames, utt_pad_proportion=0.06025, over 17945.60 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3278, pruned_loss=0.09441, over 2469371.53 frames. utt_duration=1230 frames, utt_pad_proportion=0.0598, over 8039.41 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3164, pruned_loss=0.0828, over 2474954.22 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05901, over 18804.58 utterances.], batch size: 133, lr: 6.50e-04
2022-08-22 13:23:45,516 INFO [train.py:927] (7/8) Epoch 4, batch 23500, giga_loss[loss=0.3037, simple_loss=0.3712, pruned_loss=0.1181, over 12399.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03305, over 80.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3257, pruned_loss=0.09014, over 2475118.34 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06375, over 18439.75 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.328, pruned_loss=0.0945, over 2469166.89 frames. utt_duration=1218 frames, utt_pad_proportion=0.0637, over 8117.34 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3238, pruned_loss=0.08834, over 2475918.79 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06108, over 19292.51 utterances.], batch size: 80, lr: 6.50e-04
2022-08-22 13:25:35,008 INFO [train.py:927] (7/8) Epoch 4, batch 23550, giga_loss[loss=0.2536, simple_loss=0.3347, pruned_loss=0.08629, over 12370.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02772, over 91.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3331, pruned_loss=0.09561, over 2474686.85 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06239, over 18753.73 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.3286, pruned_loss=0.09465, over 2469130.15 frames. utt_duration=1221 frames, utt_pad_proportion=0.06242, over 8098.33 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.331, pruned_loss=0.09399, over 2475540.06 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06085, over 19799.07 utterances.], batch size: 91, lr: 6.50e-04
2022-08-22 13:27:19,378 INFO [train.py:927] (7/8) Epoch 4, batch 23600, giga_loss[loss=0.2386, simple_loss=0.3193, pruned_loss=0.07897, over 12437.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03233, over 75.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3369, pruned_loss=0.09941, over 2474427.09 frames. utt_duration=509 frames, utt_pad_proportion=0.06584, over 19502.35 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3284, pruned_loss=0.09439, over 2469314.81 frames. utt_duration=1224 frames, utt_pad_proportion=0.0607, over 8082.20 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3357, pruned_loss=0.09847, over 2475181.82 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06511, over 20831.17 utterances.], batch size: 75, lr: 6.49e-04
2022-08-22 13:29:05,303 INFO [train.py:927] (7/8) Epoch 4, batch 23650, giga_loss[loss=0.311, simple_loss=0.3696, pruned_loss=0.1262, over 12375.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04201, over 133.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3411, pruned_loss=0.1031, over 2475110.35 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06146, over 19484.86 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3282, pruned_loss=0.09407, over 2469406.63 frames. utt_duration=1228 frames, utt_pad_proportion=0.05935, over 8055.93 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3407, pruned_loss=0.1029, over 2475792.91 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06165, over 20882.40 utterances.], batch size: 133, lr: 6.49e-04
2022-08-22 13:30:54,801 INFO [train.py:927] (7/8) Epoch 4, batch 23700, giga_loss[loss=0.2917, simple_loss=0.3371, pruned_loss=0.1231, over 12261.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02583, over 45.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3444, pruned_loss=0.1066, over 2475206.79 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06838, over 20286.24 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3284, pruned_loss=0.09437, over 2469646.04 frames. utt_duration=1215 frames, utt_pad_proportion=0.06297, over 8138.53 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3441, pruned_loss=0.1063, over 2475643.38 frames. utt_duration=461.5 frames, utt_pad_proportion=0.06691, over 21526.48 utterances.], batch size: 45, lr: 6.49e-04
2022-08-22 13:32:39,985 INFO [train.py:927] (7/8) Epoch 4, batch 23750, giga_loss[loss=0.3005, simple_loss=0.36, pruned_loss=0.1205, over 12422.00 frames. utt_duration=437.3 frames, utt_pad_proportion=0.04313, over 114.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3435, pruned_loss=0.1067, over 2474132.51 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06855, over 19855.63 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3282, pruned_loss=0.09445, over 2469541.40 frames. utt_duration=1222 frames, utt_pad_proportion=0.06186, over 8096.50 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3438, pruned_loss=0.1066, over 2474677.15 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06782, over 21150.22 utterances.], batch size: 114, lr: 6.49e-04
2022-08-22 13:34:21,615 INFO [train.py:927] (7/8) Epoch 4, batch 23800, giga_loss[loss=0.2849, simple_loss=0.3509, pruned_loss=0.1094, over 12339.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03013, over 91.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.345, pruned_loss=0.1079, over 2473922.91 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07053, over 20601.87 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3277, pruned_loss=0.09432, over 2469582.02 frames. utt_duration=1227 frames, utt_pad_proportion=0.06043, over 8061.55 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3462, pruned_loss=0.1084, over 2474461.48 frames. utt_duration=450 frames, utt_pad_proportion=0.07042, over 22068.58 utterances.], batch size: 91, lr: 6.49e-04
2022-08-22 13:36:04,688 INFO [train.py:927] (7/8) Epoch 4, batch 23850, giga_loss[loss=0.2598, simple_loss=0.3357, pruned_loss=0.09199, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02773, over 43.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3443, pruned_loss=0.1066, over 2473888.20 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07399, over 20841.12 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3271, pruned_loss=0.09376, over 2469327.15 frames. utt_duration=1235 frames, utt_pad_proportion=0.05893, over 8008.15 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3464, pruned_loss=0.1079, over 2474717.78 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07429, over 22489.73 utterances.], batch size: 43, lr: 6.49e-04
2022-08-22 13:37:49,826 INFO [train.py:927] (7/8) Epoch 4, batch 23900, giga_loss[loss=0.2642, simple_loss=0.3368, pruned_loss=0.09583, over 12422.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04198, over 146.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3432, pruned_loss=0.1042, over 2473003.68 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07298, over 20175.13 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3273, pruned_loss=0.09386, over 2469141.01 frames. utt_duration=1237 frames, utt_pad_proportion=0.0582, over 7991.19 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.345, pruned_loss=0.1054, over 2473896.91 frames. utt_duration=457 frames, utt_pad_proportion=0.07363, over 21721.83 utterances.], batch size: 146, lr: 6.49e-04
2022-08-22 13:39:32,310 INFO [train.py:927] (7/8) Epoch 4, batch 23950, giga_loss[loss=0.2698, simple_loss=0.337, pruned_loss=0.1013, over 12448.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04332, over 134.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3401, pruned_loss=0.1014, over 2473717.16 frames. utt_duration=484 frames, utt_pad_proportion=0.07382, over 20505.72 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3274, pruned_loss=0.09385, over 2469272.01 frames. utt_duration=1229 frames, utt_pad_proportion=0.06154, over 8048.17 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3417, pruned_loss=0.1026, over 2474367.14 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07323, over 21894.57 utterances.], batch size: 134, lr: 6.48e-04
2022-08-22 13:41:18,724 INFO [train.py:927] (7/8) Epoch 4, batch 24000, libri_loss[loss=0.2625, simple_loss=0.3296, pruned_loss=0.09769, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01302, over 40.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3392, pruned_loss=0.1011, over 2473435.14 frames. utt_duration=480.5 frames, utt_pad_proportion=0.0745, over 20654.05 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3272, pruned_loss=0.09386, over 2469232.50 frames. utt_duration=1232 frames, utt_pad_proportion=0.06063, over 8026.47 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3408, pruned_loss=0.1022, over 2474039.61 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07438, over 22006.11 utterances.], batch size: 40, lr: 6.48e-04
2022-08-22 13:41:18,725 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 13:41:32,430 INFO [train.py:967] (7/8) 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 13:43:27,549 INFO [train.py:927] (7/8) Epoch 4, batch 24050, libri_loss[loss=0.2341, simple_loss=0.3125, pruned_loss=0.07785, over 12303.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005209, over 35.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3392, pruned_loss=0.09973, over 2474470.12 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07059, over 20404.18 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.327, pruned_loss=0.0937, over 2469174.87 frames. utt_duration=1230 frames, utt_pad_proportion=0.0609, over 8037.04 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3408, pruned_loss=0.1008, over 2475082.00 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07066, over 21642.99 utterances.], batch size: 35, lr: 6.48e-04
2022-08-22 13:45:12,411 INFO [train.py:927] (7/8) Epoch 4, batch 24100, giga_loss[loss=0.2492, simple_loss=0.323, pruned_loss=0.08765, over 12366.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03234, over 62.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3404, pruned_loss=0.09893, over 2474242.93 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07307, over 20589.07 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3273, pruned_loss=0.09379, over 2469152.59 frames. utt_duration=1235 frames, utt_pad_proportion=0.06017, over 8007.52 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3417, pruned_loss=0.09979, over 2474836.82 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07326, over 21830.48 utterances.], batch size: 62, lr: 6.48e-04
2022-08-22 13:46:54,864 INFO [train.py:927] (7/8) Epoch 4, batch 24150, giga_loss[loss=0.267, simple_loss=0.3314, pruned_loss=0.1013, over 12366.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04081, over 113.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3416, pruned_loss=0.1, over 2474397.57 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07398, over 20766.17 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3276, pruned_loss=0.09351, over 2469101.37 frames. utt_duration=1227 frames, utt_pad_proportion=0.06327, over 8059.43 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3427, pruned_loss=0.1011, over 2475061.23 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07329, over 22045.59 utterances.], batch size: 113, lr: 6.48e-04
2022-08-22 13:48:37,107 INFO [train.py:927] (7/8) Epoch 4, batch 24200, giga_loss[loss=0.2259, simple_loss=0.3014, pruned_loss=0.07522, over 12372.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03163, over 62.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3384, pruned_loss=0.09925, over 2473801.06 frames. utt_duration=494 frames, utt_pad_proportion=0.0691, over 20089.41 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3266, pruned_loss=0.09281, over 2468701.15 frames. utt_duration=1235 frames, utt_pad_proportion=0.06095, over 8007.41 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3409, pruned_loss=0.101, over 2474931.49 frames. utt_duration=456.8 frames, utt_pad_proportion=0.06975, over 21739.24 utterances.], batch size: 62, lr: 6.48e-04
2022-08-22 13:50:23,487 INFO [train.py:927] (7/8) Epoch 4, batch 24250, giga_loss[loss=0.2296, simple_loss=0.3152, pruned_loss=0.072, over 12361.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04145, over 113.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3366, pruned_loss=0.09799, over 2474218.83 frames. utt_duration=490.4 frames, utt_pad_proportion=0.06871, over 20242.47 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3262, pruned_loss=0.09264, over 2468785.76 frames. utt_duration=1238 frames, utt_pad_proportion=0.05998, over 7989.38 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.339, pruned_loss=0.09968, over 2475118.50 frames. utt_duration=455.8 frames, utt_pad_proportion=0.06964, over 21790.38 utterances.], batch size: 113, lr: 6.47e-04
2022-08-22 13:52:09,321 INFO [train.py:927] (7/8) Epoch 4, batch 24300, giga_loss[loss=0.2191, simple_loss=0.2974, pruned_loss=0.07039, over 12389.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03725, over 37.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3355, pruned_loss=0.09719, over 2474179.62 frames. utt_duration=485.8 frames, utt_pad_proportion=0.06743, over 20432.80 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3256, pruned_loss=0.09239, over 2468285.70 frames. utt_duration=1242 frames, utt_pad_proportion=0.05938, over 7960.67 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3382, pruned_loss=0.0988, over 2475395.55 frames. utt_duration=454.7 frames, utt_pad_proportion=0.06849, over 21843.98 utterances.], batch size: 37, lr: 6.47e-04
2022-08-22 13:53:53,008 INFO [train.py:927] (7/8) Epoch 4, batch 24350, giga_loss[loss=0.236, simple_loss=0.3105, pruned_loss=0.0808, over 12392.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.02927, over 62.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3345, pruned_loss=0.0968, over 2474211.59 frames. utt_duration=490.9 frames, utt_pad_proportion=0.06483, over 20222.05 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3257, pruned_loss=0.09243, over 2468476.03 frames. utt_duration=1246 frames, utt_pad_proportion=0.05808, over 7935.17 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3368, pruned_loss=0.09818, over 2475152.20 frames. utt_duration=457.1 frames, utt_pad_proportion=0.06637, over 21730.41 utterances.], batch size: 62, lr: 6.47e-04
2022-08-22 13:55:37,503 INFO [train.py:927] (7/8) Epoch 4, batch 24400, libri_loss[loss=0.2273, simple_loss=0.2982, pruned_loss=0.07814, over 12340.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006475, over 33.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3342, pruned_loss=0.09801, over 2473720.46 frames. utt_duration=475.9 frames, utt_pad_proportion=0.0708, over 20856.00 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3259, pruned_loss=0.09271, over 2468599.37 frames. utt_duration=1241 frames, utt_pad_proportion=0.05812, over 7966.64 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3362, pruned_loss=0.099, over 2474528.43 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07171, over 22391.72 utterances.], batch size: 33, lr: 6.47e-04
2022-08-22 13:57:22,240 INFO [train.py:927] (7/8) Epoch 4, batch 24450, giga_loss[loss=0.2515, simple_loss=0.3301, pruned_loss=0.0864, over 12437.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03617, over 123.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3326, pruned_loss=0.09721, over 2474317.39 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07143, over 20804.78 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3263, pruned_loss=0.09284, over 2469004.20 frames. utt_duration=1227 frames, utt_pad_proportion=0.06202, over 8060.82 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.334, pruned_loss=0.09802, over 2474707.64 frames. utt_duration=446.4 frames, utt_pad_proportion=0.0711, over 22246.40 utterances.], batch size: 123, lr: 6.47e-04
2022-08-22 13:59:06,639 INFO [train.py:927] (7/8) Epoch 4, batch 24500, giga_loss[loss=0.2423, simple_loss=0.3138, pruned_loss=0.08534, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0247, over 45.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3332, pruned_loss=0.09834, over 2474172.41 frames. utt_duration=456 frames, utt_pad_proportion=0.07699, over 21770.03 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3261, pruned_loss=0.09279, over 2468957.64 frames. utt_duration=1227 frames, utt_pad_proportion=0.06189, over 8061.15 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3344, pruned_loss=0.09906, over 2474577.90 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07652, over 23021.83 utterances.], batch size: 45, lr: 6.47e-04
2022-08-22 14:00:49,228 INFO [train.py:927] (7/8) Epoch 4, batch 24550, giga_loss[loss=0.3077, simple_loss=0.3735, pruned_loss=0.1209, over 12442.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03198, over 75.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3342, pruned_loss=0.0982, over 2474734.90 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07674, over 21655.07 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3261, pruned_loss=0.09266, over 2468991.57 frames. utt_duration=1227 frames, utt_pad_proportion=0.06158, over 8060.91 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3353, pruned_loss=0.099, over 2475140.41 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07659, over 22955.68 utterances.], batch size: 75, lr: 6.46e-04
2022-08-22 14:02:33,869 INFO [train.py:927] (7/8) Epoch 4, batch 24600, giga_loss[loss=0.2569, simple_loss=0.3288, pruned_loss=0.09251, over 12267.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02948, over 42.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3335, pruned_loss=0.09713, over 2473814.89 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07846, over 21497.18 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3262, pruned_loss=0.09236, over 2468941.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.06045, over 8005.74 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3345, pruned_loss=0.09817, over 2474345.07 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07871, over 22953.20 utterances.], batch size: 42, lr: 6.46e-04
2022-08-22 14:04:19,741 INFO [train.py:927] (7/8) Epoch 4, batch 24650, libri_loss[loss=0.267, simple_loss=0.3421, pruned_loss=0.09594, over 12464.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01356, over 40.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.336, pruned_loss=0.09954, over 2474072.68 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07775, over 21554.43 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3268, pruned_loss=0.09235, over 2468945.34 frames. utt_duration=1237 frames, utt_pad_proportion=0.05934, over 7993.77 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3364, pruned_loss=0.1005, over 2474579.65 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07847, over 23024.10 utterances.], batch size: 40, lr: 6.46e-04
2022-08-22 14:06:05,465 INFO [train.py:927] (7/8) Epoch 4, batch 24700, giga_loss[loss=0.2538, simple_loss=0.3178, pruned_loss=0.09489, over 12405.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3369, pruned_loss=0.1017, over 2474784.92 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07902, over 21590.22 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3272, pruned_loss=0.09285, over 2469186.32 frames. utt_duration=1225 frames, utt_pad_proportion=0.06288, over 8072.04 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3371, pruned_loss=0.1022, over 2475088.02 frames. utt_duration=431.8 frames, utt_pad_proportion=0.0785, over 23003.58 utterances.], batch size: 133, lr: 6.46e-04
2022-08-22 14:07:50,838 INFO [train.py:927] (7/8) Epoch 4, batch 24750, giga_loss[loss=0.2902, simple_loss=0.3515, pruned_loss=0.1145, over 12355.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04183, over 113.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3355, pruned_loss=0.1007, over 2474813.91 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07769, over 21100.76 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3274, pruned_loss=0.09306, over 2469165.18 frames. utt_duration=1226 frames, utt_pad_proportion=0.06237, over 8066.33 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3356, pruned_loss=0.101, over 2475125.95 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07756, over 22333.50 utterances.], batch size: 113, lr: 6.46e-04
2022-08-22 14:09:33,824 INFO [train.py:927] (7/8) Epoch 4, batch 24800, giga_loss[loss=0.2559, simple_loss=0.3262, pruned_loss=0.0928, over 12372.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02815, over 91.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3344, pruned_loss=0.09867, over 2474994.68 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07409, over 20823.49 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3272, pruned_loss=0.09293, over 2469048.72 frames. utt_duration=1224 frames, utt_pad_proportion=0.063, over 8077.55 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3347, pruned_loss=0.09906, over 2475388.19 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07401, over 21892.81 utterances.], batch size: 91, lr: 6.46e-04
2022-08-22 14:11:21,772 INFO [train.py:927] (7/8) Epoch 4, batch 24850, giga_loss[loss=0.3442, simple_loss=0.3796, pruned_loss=0.1544, over 12361.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3318, pruned_loss=0.09783, over 2474631.96 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07959, over 21141.40 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3268, pruned_loss=0.0928, over 2469284.40 frames. utt_duration=1228 frames, utt_pad_proportion=0.06176, over 8054.97 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3326, pruned_loss=0.09846, over 2474962.17 frames. utt_duration=440.1 frames, utt_pad_proportion=0.0799, over 22569.45 utterances.], batch size: 258, lr: 6.46e-04
2022-08-22 14:13:05,514 INFO [train.py:927] (7/8) Epoch 4, batch 24900, giga_loss[loss=0.2602, simple_loss=0.3384, pruned_loss=0.09104, over 12366.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0385, over 113.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3323, pruned_loss=0.09834, over 2474014.96 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07701, over 20991.80 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3268, pruned_loss=0.09281, over 2469230.31 frames. utt_duration=1229 frames, utt_pad_proportion=0.06131, over 8043.48 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.333, pruned_loss=0.09887, over 2474357.11 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07759, over 22244.07 utterances.], batch size: 113, lr: 6.45e-04
2022-08-22 14:14:53,202 INFO [train.py:927] (7/8) Epoch 4, batch 24950, giga_loss[loss=0.2831, simple_loss=0.3539, pruned_loss=0.1062, over 12386.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07456, over 212.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3366, pruned_loss=0.09889, over 2473910.71 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07653, over 21480.40 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3267, pruned_loss=0.09255, over 2468608.22 frames. utt_duration=1230 frames, utt_pad_proportion=0.06083, over 8036.99 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3374, pruned_loss=0.09972, over 2474903.50 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07731, over 22845.90 utterances.], batch size: 212, lr: 6.45e-04
2022-08-22 14:16:36,530 INFO [train.py:927] (7/8) Epoch 4, batch 25000, giga_loss[loss=0.2728, simple_loss=0.3556, pruned_loss=0.09499, over 12384.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.0273, over 66.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3378, pruned_loss=0.09962, over 2472863.10 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07557, over 20855.16 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3263, pruned_loss=0.09228, over 2468257.02 frames. utt_duration=1222 frames, utt_pad_proportion=0.06365, over 8092.58 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3392, pruned_loss=0.1008, over 2474169.12 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07549, over 22442.14 utterances.], batch size: 66, lr: 6.45e-04
2022-08-22 14:18:20,324 INFO [train.py:927] (7/8) Epoch 4, batch 25050, giga_loss[loss=0.2284, simple_loss=0.3132, pruned_loss=0.07182, over 12305.00 frames. utt_duration=913 frames, utt_pad_proportion=0.02459, over 54.00 utterances.], tot_loss[loss=0.2688, simple_loss=0.3376, pruned_loss=0.1, over 2473165.29 frames. utt_duration=469.7 frames, utt_pad_proportion=0.08177, over 21126.49 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3265, pruned_loss=0.09238, over 2468224.30 frames. utt_duration=1218 frames, utt_pad_proportion=0.06396, over 8113.53 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3387, pruned_loss=0.1009, over 2474271.00 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08131, over 22477.36 utterances.], batch size: 54, lr: 6.45e-04
2022-08-22 14:20:07,973 INFO [train.py:927] (7/8) Epoch 4, batch 25100, giga_loss[loss=0.2588, simple_loss=0.3283, pruned_loss=0.09469, over 12385.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.03022, over 51.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3386, pruned_loss=0.1009, over 2474025.25 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0792, over 20920.54 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3278, pruned_loss=0.09224, over 2468413.53 frames. utt_duration=1221 frames, utt_pad_proportion=0.06351, over 8093.28 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3385, pruned_loss=0.1019, over 2474824.93 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07926, over 22244.78 utterances.], batch size: 51, lr: 6.45e-04
2022-08-22 14:21:52,723 INFO [train.py:927] (7/8) Epoch 4, batch 25150, giga_loss[loss=0.2443, simple_loss=0.3235, pruned_loss=0.08249, over 12476.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04068, over 34.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3374, pruned_loss=0.101, over 2474123.40 frames. utt_duration=490 frames, utt_pad_proportion=0.07331, over 20258.31 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3276, pruned_loss=0.09221, over 2468571.27 frames. utt_duration=1224 frames, utt_pad_proportion=0.06253, over 8074.54 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3378, pruned_loss=0.102, over 2474717.46 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07409, over 21571.63 utterances.], batch size: 34, lr: 6.45e-04
2022-08-22 14:23:36,712 INFO [train.py:927] (7/8) Epoch 4, batch 25200, giga_loss[loss=0.2465, simple_loss=0.3115, pruned_loss=0.09076, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02752, over 48.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3345, pruned_loss=0.09939, over 2473527.08 frames. utt_duration=505.6 frames, utt_pad_proportion=0.0743, over 19625.15 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3266, pruned_loss=0.09179, over 2468171.59 frames. utt_duration=1230 frames, utt_pad_proportion=0.06143, over 8034.09 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3358, pruned_loss=0.1007, over 2474471.37 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07533, over 20967.78 utterances.], batch size: 48, lr: 6.44e-04
2022-08-22 14:25:21,209 INFO [train.py:927] (7/8) Epoch 4, batch 25250, giga_loss[loss=0.2368, simple_loss=0.3064, pruned_loss=0.08361, over 12392.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04803, over 31.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3323, pruned_loss=0.09824, over 2473161.19 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07456, over 19641.78 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3255, pruned_loss=0.09126, over 2467853.05 frames. utt_duration=1237 frames, utt_pad_proportion=0.06037, over 7993.02 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3347, pruned_loss=0.1001, over 2474429.11 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07586, over 21225.81 utterances.], batch size: 31, lr: 6.44e-04
2022-08-22 14:27:03,781 INFO [train.py:927] (7/8) Epoch 4, batch 25300, giga_loss[loss=0.2829, simple_loss=0.351, pruned_loss=0.1073, over 12417.00 frames. utt_duration=904.6 frames, utt_pad_proportion=0.03046, over 55.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3343, pruned_loss=0.09894, over 2473283.42 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07615, over 20021.64 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3253, pruned_loss=0.09107, over 2467521.49 frames. utt_duration=1241 frames, utt_pad_proportion=0.05941, over 7962.61 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3365, pruned_loss=0.1007, over 2474713.73 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07747, over 21569.23 utterances.], batch size: 55, lr: 6.44e-04
2022-08-22 14:28:55,172 INFO [train.py:927] (7/8) Epoch 4, batch 25350, giga_loss[loss=0.2002, simple_loss=0.3017, pruned_loss=0.04941, over 12323.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.05028, over 26.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3349, pruned_loss=0.09786, over 2474048.39 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07206, over 19669.47 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3253, pruned_loss=0.09107, over 2467521.49 frames. utt_duration=1241 frames, utt_pad_proportion=0.05941, over 7962.61 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3367, pruned_loss=0.09925, over 2475161.62 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07336, over 20873.98 utterances.], batch size: 26, lr: 6.44e-04
2022-08-22 14:30:37,927 INFO [train.py:927] (7/8) Epoch 4, batch 25400, giga_loss[loss=0.3028, simple_loss=0.3653, pruned_loss=0.1201, over 12375.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02795, over 91.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3373, pruned_loss=0.097, over 2473997.46 frames. utt_duration=516.8 frames, utt_pad_proportion=0.07054, over 19202.76 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.326, pruned_loss=0.09101, over 2467639.28 frames. utt_duration=1241 frames, utt_pad_proportion=0.05845, over 7960.40 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3382, pruned_loss=0.09833, over 2474934.78 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07213, over 20436.15 utterances.], batch size: 91, lr: 6.44e-04
2022-08-22 14:32:20,857 INFO [train.py:927] (7/8) Epoch 4, batch 25450, giga_loss[loss=0.2658, simple_loss=0.3373, pruned_loss=0.09715, over 12434.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03857, over 123.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3407, pruned_loss=0.09982, over 2474058.44 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07067, over 19604.47 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3264, pruned_loss=0.09126, over 2467852.17 frames. utt_duration=1238 frames, utt_pad_proportion=0.05839, over 7982.76 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3413, pruned_loss=0.1007, over 2474694.71 frames. utt_duration=479.6 frames, utt_pad_proportion=0.072, over 20705.72 utterances.], batch size: 123, lr: 6.44e-04
2022-08-22 14:34:04,214 INFO [train.py:927] (7/8) Epoch 4, batch 25500, giga_loss[loss=0.267, simple_loss=0.3305, pruned_loss=0.1018, over 12349.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3406, pruned_loss=0.1007, over 2474065.57 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06754, over 19323.47 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3255, pruned_loss=0.09081, over 2467467.27 frames. utt_duration=1243 frames, utt_pad_proportion=0.05727, over 7948.12 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3423, pruned_loss=0.1021, over 2475108.46 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06923, over 20596.84 utterances.], batch size: 97, lr: 6.44e-04
2022-08-22 14:35:48,410 INFO [train.py:927] (7/8) Epoch 4, batch 25550, giga_loss[loss=0.2215, simple_loss=0.3172, pruned_loss=0.06293, over 12311.00 frames. utt_duration=850.3 frames, utt_pad_proportion=0.03376, over 58.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3403, pruned_loss=0.09989, over 2474601.46 frames. utt_duration=500 frames, utt_pad_proportion=0.06852, over 19856.62 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3251, pruned_loss=0.09064, over 2467513.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.05632, over 7930.19 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3425, pruned_loss=0.1014, over 2475556.67 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07016, over 21195.59 utterances.], batch size: 58, lr: 6.43e-04
2022-08-22 14:37:31,983 INFO [train.py:927] (7/8) Epoch 4, batch 25600, giga_loss[loss=0.2579, simple_loss=0.3405, pruned_loss=0.08769, over 12354.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03316, over 62.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3406, pruned_loss=0.09872, over 2474962.93 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06863, over 19509.10 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3253, pruned_loss=0.09067, over 2467726.61 frames. utt_duration=1242 frames, utt_pad_proportion=0.05639, over 7954.45 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3423, pruned_loss=0.1001, over 2475657.33 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07001, over 20758.28 utterances.], batch size: 62, lr: 6.43e-04
2022-08-22 14:39:15,345 INFO [train.py:927] (7/8) Epoch 4, batch 25650, libri_loss[loss=0.2423, simple_loss=0.3291, pruned_loss=0.07777, over 12371.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01531, over 41.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3396, pruned_loss=0.09874, over 2475386.30 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06974, over 18926.80 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3251, pruned_loss=0.09062, over 2468043.88 frames. utt_duration=1236 frames, utt_pad_proportion=0.05903, over 7998.15 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3419, pruned_loss=0.1002, over 2475973.98 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07015, over 20366.43 utterances.], batch size: 41, lr: 6.43e-04
2022-08-22 14:41:01,146 INFO [train.py:927] (7/8) Epoch 4, batch 25700, giga_loss[loss=0.2341, simple_loss=0.3118, pruned_loss=0.07819, over 12381.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.03618, over 80.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.339, pruned_loss=0.09993, over 2475551.57 frames. utt_duration=503.3 frames, utt_pad_proportion=0.074, over 19734.01 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.325, pruned_loss=0.0908, over 2468202.62 frames. utt_duration=1227 frames, utt_pad_proportion=0.0626, over 8054.94 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.341, pruned_loss=0.1011, over 2476007.13 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07298, over 21016.93 utterances.], batch size: 80, lr: 6.43e-04
2022-08-22 14:42:46,110 INFO [train.py:927] (7/8) Epoch 4, batch 25750, giga_loss[loss=0.2588, simple_loss=0.3298, pruned_loss=0.09394, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03567, over 40.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3363, pruned_loss=0.09997, over 2474823.75 frames. utt_duration=490.2 frames, utt_pad_proportion=0.08294, over 20255.79 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3244, pruned_loss=0.09052, over 2468073.40 frames. utt_duration=1232 frames, utt_pad_proportion=0.0616, over 8021.86 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3388, pruned_loss=0.1013, over 2475463.29 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08208, over 21565.10 utterances.], batch size: 40, lr: 6.43e-04
2022-08-22 14:44:23,409 INFO [train.py:927] (7/8) Epoch 4, batch 25800, libri_loss[loss=0.3051, simple_loss=0.3633, pruned_loss=0.1234, over 12445.00 frames. utt_duration=767.3 frames, utt_pad_proportion=0.1281, over 65.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3357, pruned_loss=0.1002, over 2474348.49 frames. utt_duration=466.7 frames, utt_pad_proportion=0.08999, over 21275.67 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3247, pruned_loss=0.09099, over 2467894.84 frames. utt_duration=1223 frames, utt_pad_proportion=0.06498, over 8084.44 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3379, pruned_loss=0.1012, over 2475285.61 frames. utt_duration=436.6 frames, utt_pad_proportion=0.08823, over 22755.52 utterances.], batch size: 65, lr: 6.43e-04
2022-08-22 14:46:02,149 INFO [train.py:927] (7/8) Epoch 4, batch 25850, giga_loss[loss=0.2391, simple_loss=0.3128, pruned_loss=0.08269, over 12459.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03399, over 98.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3335, pruned_loss=0.09703, over 2475014.48 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08627, over 21945.99 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3253, pruned_loss=0.0913, over 2468113.99 frames. utt_duration=1225 frames, utt_pad_proportion=0.06381, over 8066.19 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3348, pruned_loss=0.09776, over 2475756.31 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08567, over 23513.32 utterances.], batch size: 98, lr: 6.42e-04
2022-08-22 14:47:48,997 INFO [train.py:927] (7/8) Epoch 4, batch 25900, giga_loss[loss=0.2255, simple_loss=0.3071, pruned_loss=0.0719, over 12449.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0378, over 123.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3311, pruned_loss=0.09532, over 2475079.86 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08452, over 21777.73 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3249, pruned_loss=0.09109, over 2468271.75 frames. utt_duration=1230 frames, utt_pad_proportion=0.06222, over 8037.38 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3328, pruned_loss=0.09624, over 2475780.49 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08483, over 23483.65 utterances.], batch size: 123, lr: 6.42e-04
2022-08-22 14:49:33,274 INFO [train.py:927] (7/8) Epoch 4, batch 25950, giga_loss[loss=0.2253, simple_loss=0.3165, pruned_loss=0.06699, over 12365.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3282, pruned_loss=0.09393, over 2474894.33 frames. utt_duration=473.7 frames, utt_pad_proportion=0.08092, over 20962.40 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3247, pruned_loss=0.09099, over 2468504.94 frames. utt_duration=1234 frames, utt_pad_proportion=0.06105, over 8014.59 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3299, pruned_loss=0.09484, over 2475378.66 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08196, over 22637.56 utterances.], batch size: 62, lr: 6.42e-04
2022-08-22 14:51:16,894 INFO [train.py:927] (7/8) Epoch 4, batch 26000, giga_loss[loss=0.3794, simple_loss=0.404, pruned_loss=0.1774, over 12374.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1053, over 258.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3307, pruned_loss=0.09538, over 2474188.51 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07945, over 21273.29 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3246, pruned_loss=0.09096, over 2468163.01 frames. utt_duration=1234 frames, utt_pad_proportion=0.0611, over 8010.21 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3322, pruned_loss=0.09621, over 2475003.09 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08047, over 22853.99 utterances.], batch size: 258, lr: 6.42e-04
2022-08-22 14:53:00,033 INFO [train.py:927] (7/8) Epoch 4, batch 26050, libri_loss[loss=0.2261, simple_loss=0.3063, pruned_loss=0.07292, over 12449.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006577, over 32.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3341, pruned_loss=0.0976, over 2473734.55 frames. utt_duration=434.1 frames, utt_pad_proportion=0.08776, over 22869.77 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3259, pruned_loss=0.09089, over 2467816.97 frames. utt_duration=1241 frames, utt_pad_proportion=0.05953, over 7965.42 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3344, pruned_loss=0.09855, over 2474897.81 frames. utt_duration=403 frames, utt_pad_proportion=0.08866, over 24652.92 utterances.], batch size: 32, lr: 6.42e-04
2022-08-22 14:54:41,354 INFO [train.py:927] (7/8) Epoch 4, batch 26100, giga_loss[loss=0.2777, simple_loss=0.3464, pruned_loss=0.1045, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02498, over 45.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3357, pruned_loss=0.09902, over 2473300.05 frames. utt_duration=447.2 frames, utt_pad_proportion=0.08232, over 22195.53 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3256, pruned_loss=0.09072, over 2467914.52 frames. utt_duration=1244 frames, utt_pad_proportion=0.05877, over 7946.31 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3365, pruned_loss=0.1001, over 2474260.76 frames. utt_duration=414.3 frames, utt_pad_proportion=0.08382, over 23973.66 utterances.], batch size: 45, lr: 6.42e-04
2022-08-22 14:56:24,106 INFO [train.py:927] (7/8) Epoch 4, batch 26150, giga_loss[loss=0.3321, simple_loss=0.3722, pruned_loss=0.146, over 12399.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3356, pruned_loss=0.09885, over 2473590.14 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08349, over 21982.09 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3252, pruned_loss=0.09046, over 2467848.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.05722, over 7919.60 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.337, pruned_loss=0.1002, over 2474610.57 frames. utt_duration=416 frames, utt_pad_proportion=0.08529, over 23881.24 utterances.], batch size: 259, lr: 6.42e-04
2022-08-22 14:58:10,729 INFO [train.py:927] (7/8) Epoch 4, batch 26200, giga_loss[loss=0.2756, simple_loss=0.3559, pruned_loss=0.09764, over 12360.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.05045, over 31.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3361, pruned_loss=0.09901, over 2473435.83 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07842, over 21217.86 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3251, pruned_loss=0.09046, over 2467855.49 frames. utt_duration=1245 frames, utt_pad_proportion=0.05711, over 7941.52 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3375, pruned_loss=0.1004, over 2474401.48 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08057, over 23155.48 utterances.], batch size: 31, lr: 6.41e-04
2022-08-22 14:59:56,287 INFO [train.py:927] (7/8) Epoch 4, batch 26250, giga_loss[loss=0.2806, simple_loss=0.3444, pruned_loss=0.1084, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03091, over 80.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3357, pruned_loss=0.09835, over 2473599.83 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08651, over 22353.04 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3247, pruned_loss=0.09046, over 2467530.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.05647, over 7923.65 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3376, pruned_loss=0.09973, over 2474865.26 frames. utt_duration=407.7 frames, utt_pad_proportion=0.08799, over 24367.10 utterances.], batch size: 80, lr: 6.41e-04
2022-08-22 15:01:36,695 INFO [train.py:927] (7/8) Epoch 4, batch 26300, giga_loss[loss=0.2247, simple_loss=0.3023, pruned_loss=0.07348, over 12417.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02411, over 48.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.335, pruned_loss=0.0988, over 2473752.03 frames. utt_duration=449.3 frames, utt_pad_proportion=0.08672, over 22095.56 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3245, pruned_loss=0.09054, over 2467824.37 frames. utt_duration=1231 frames, utt_pad_proportion=0.06058, over 8028.40 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3371, pruned_loss=0.1002, over 2474787.52 frames. utt_duration=409.6 frames, utt_pad_proportion=0.08712, over 24254.38 utterances.], batch size: 48, lr: 6.41e-04
2022-08-22 15:03:17,267 INFO [train.py:927] (7/8) Epoch 4, batch 26350, giga_loss[loss=0.2475, simple_loss=0.3211, pruned_loss=0.08695, over 12320.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03287, over 85.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.334, pruned_loss=0.09887, over 2473593.05 frames. utt_duration=442.9 frames, utt_pad_proportion=0.09205, over 22412.36 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.325, pruned_loss=0.09112, over 2468062.02 frames. utt_duration=1201 frames, utt_pad_proportion=0.06942, over 8230.33 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3355, pruned_loss=0.09959, over 2474310.35 frames. utt_duration=410.6 frames, utt_pad_proportion=0.0897, over 24191.79 utterances.], batch size: 85, lr: 6.41e-04
2022-08-22 15:04:44,370 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-22 15:07:12,199 INFO [train.py:927] (7/8) Epoch 5, batch 50, giga_loss[loss=0.2844, simple_loss=0.3524, pruned_loss=0.1082, over 12305.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.0373, over 51.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3373, pruned_loss=0.08778, over 548034.58 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06984, over 4215.80 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3119, pruned_loss=0.07414, over 96691.12 frames. utt_duration=1244 frames, utt_pad_proportion=0.02885, over 311.40 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3421, pruned_loss=0.09036, over 469749.74 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07291, over 4004.85 utterances.], batch size: 51, lr: 6.31e-04
2022-08-22 15:08:55,526 INFO [train.py:927] (7/8) Epoch 5, batch 100, giga_loss[loss=0.1833, simple_loss=0.2646, pruned_loss=0.05103, over 12363.00 frames. utt_duration=1768 frames, utt_pad_proportion=0.0291, over 28.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3134, pruned_loss=0.07572, over 974898.23 frames. utt_duration=552 frames, utt_pad_proportion=0.06764, over 7083.97 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3055, pruned_loss=0.06917, over 143392.56 frames. utt_duration=1344 frames, utt_pad_proportion=0.02297, over 427.34 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3148, pruned_loss=0.07686, over 882811.40 frames. utt_duration=512 frames, utt_pad_proportion=0.07006, over 6916.93 utterances.], batch size: 28, lr: 6.31e-04
2022-08-22 15:10:37,423 INFO [train.py:927] (7/8) Epoch 5, batch 150, giga_loss[loss=0.194, simple_loss=0.2607, pruned_loss=0.0636, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03758, over 37.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3, pruned_loss=0.07024, over 1307779.48 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06466, over 9390.17 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3124, pruned_loss=0.07272, over 223806.15 frames. utt_duration=1350 frames, utt_pad_proportion=0.01748, over 663.72 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2987, pruned_loss=0.07006, over 1191837.71 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06751, over 9299.11 utterances.], batch size: 37, lr: 6.30e-04
2022-08-22 15:12:14,896 INFO [train.py:927] (7/8) Epoch 5, batch 200, giga_loss[loss=0.1788, simple_loss=0.2541, pruned_loss=0.05169, over 12368.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02793, over 91.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2878, pruned_loss=0.06504, over 1566301.66 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06324, over 11411.70 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3086, pruned_loss=0.07172, over 312303.55 frames. utt_duration=1395 frames, utt_pad_proportion=0.0156, over 896.32 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2856, pruned_loss=0.06442, over 1435168.55 frames. utt_duration=502.6 frames, utt_pad_proportion=0.06617, over 11456.83 utterances.], batch size: 91, lr: 6.30e-04
2022-08-22 15:13:56,141 INFO [train.py:927] (7/8) Epoch 5, batch 250, giga_loss[loss=0.1936, simple_loss=0.2685, pruned_loss=0.05934, over 12389.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02623, over 91.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2818, pruned_loss=0.06246, over 1767856.47 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05724, over 12602.35 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3103, pruned_loss=0.07257, over 365956.30 frames. utt_duration=1378 frames, utt_pad_proportion=0.0155, over 1063.36 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2785, pruned_loss=0.06137, over 1645144.21 frames. utt_duration=518.1 frames, utt_pad_proportion=0.05998, over 12737.54 utterances.], batch size: 91, lr: 6.30e-04
2022-08-22 15:15:36,283 INFO [train.py:927] (7/8) Epoch 5, batch 300, giga_loss[loss=0.1727, simple_loss=0.2486, pruned_loss=0.04838, over 12415.00 frames. utt_duration=437.1 frames, utt_pad_proportion=0.04357, over 114.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2781, pruned_loss=0.06097, over 1924189.55 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06216, over 14374.73 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3112, pruned_loss=0.07349, over 428098.12 frames. utt_duration=1404 frames, utt_pad_proportion=0.01564, over 1220.60 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2741, pruned_loss=0.05942, over 1809250.36 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06452, over 14686.91 utterances.], batch size: 114, lr: 6.30e-04
2022-08-22 15:17:17,081 INFO [train.py:927] (7/8) Epoch 5, batch 350, giga_loss[loss=0.1807, simple_loss=0.2588, pruned_loss=0.05125, over 12441.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03687, over 40.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2743, pruned_loss=0.05923, over 2046686.76 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06088, over 14921.04 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3122, pruned_loss=0.07352, over 458755.87 frames. utt_duration=1328 frames, utt_pad_proportion=0.04153, over 1382.90 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2704, pruned_loss=0.05776, over 1949278.39 frames. utt_duration=514.7 frames, utt_pad_proportion=0.0609, over 15192.69 utterances.], batch size: 40, lr: 6.30e-04
2022-08-22 15:18:54,545 INFO [train.py:927] (7/8) Epoch 5, batch 400, libri_loss[loss=0.2037, simple_loss=0.2996, pruned_loss=0.0539, over 12316.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005226, over 35.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2712, pruned_loss=0.05719, over 2140982.25 frames. utt_duration=550 frames, utt_pad_proportion=0.06565, over 15611.75 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3091, pruned_loss=0.07137, over 575976.44 frames. utt_duration=1337 frames, utt_pad_proportion=0.03525, over 1725.26 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2661, pruned_loss=0.05547, over 2040237.98 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06678, over 16297.28 utterances.], batch size: 35, lr: 6.30e-04
2022-08-22 15:20:34,100 INFO [train.py:927] (7/8) Epoch 5, batch 450, giga_loss[loss=0.1815, simple_loss=0.2551, pruned_loss=0.05391, over 12398.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.0255, over 91.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.2662, pruned_loss=0.05497, over 2214595.03 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06746, over 16410.52 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3091, pruned_loss=0.07153, over 604136.79 frames. utt_duration=1330 frames, utt_pad_proportion=0.03436, over 1818.94 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2615, pruned_loss=0.05334, over 2131207.12 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06853, over 17052.25 utterances.], batch size: 91, lr: 6.30e-04
2022-08-22 15:22:15,713 INFO [train.py:927] (7/8) Epoch 5, batch 500, giga_loss[loss=0.2553, simple_loss=0.3329, pruned_loss=0.08881, over 12368.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02829, over 91.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2707, pruned_loss=0.05749, over 2272323.37 frames. utt_duration=538.3 frames, utt_pad_proportion=0.0642, over 16932.78 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3095, pruned_loss=0.07162, over 658932.63 frames. utt_duration=1345 frames, utt_pad_proportion=0.03209, over 1962.53 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2658, pruned_loss=0.05578, over 2199877.03 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06573, over 17736.93 utterances.], batch size: 91, lr: 6.29e-04
2022-08-22 15:24:02,108 INFO [train.py:927] (7/8) Epoch 5, batch 550, giga_loss[loss=0.2344, simple_loss=0.3264, pruned_loss=0.07115, over 12263.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02965, over 45.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2834, pruned_loss=0.06373, over 2317936.89 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06489, over 17021.09 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3092, pruned_loss=0.07109, over 686189.06 frames. utt_duration=1351 frames, utt_pad_proportion=0.03083, over 2033.75 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2796, pruned_loss=0.06258, over 2258170.09 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06635, over 17800.26 utterances.], batch size: 45, lr: 6.29e-04
2022-08-22 15:25:41,512 INFO [train.py:927] (7/8) Epoch 5, batch 600, giga_loss[loss=0.2089, simple_loss=0.2992, pruned_loss=0.05933, over 12376.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03042, over 97.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2917, pruned_loss=0.06685, over 2352154.69 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06893, over 17733.17 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3085, pruned_loss=0.06999, over 764934.82 frames. utt_duration=1355 frames, utt_pad_proportion=0.02902, over 2260.34 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2882, pruned_loss=0.06614, over 2297986.32 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07062, over 18799.57 utterances.], batch size: 97, lr: 6.29e-04
2022-08-22 15:27:23,025 INFO [train.py:927] (7/8) Epoch 5, batch 650, giga_loss[loss=0.2139, simple_loss=0.3031, pruned_loss=0.06235, over 12358.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03017, over 85.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2961, pruned_loss=0.06789, over 2378997.82 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06808, over 17986.13 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3087, pruned_loss=0.07007, over 815448.55 frames. utt_duration=1316 frames, utt_pad_proportion=0.03964, over 2481.65 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2929, pruned_loss=0.06725, over 2332774.83 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06861, over 19049.55 utterances.], batch size: 85, lr: 6.29e-04
2022-08-22 15:29:05,809 INFO [train.py:927] (7/8) Epoch 5, batch 700, giga_loss[loss=0.2252, simple_loss=0.2995, pruned_loss=0.07547, over 12351.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04593, over 26.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3003, pruned_loss=0.07049, over 2400193.12 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06568, over 17649.80 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3078, pruned_loss=0.06982, over 848228.69 frames. utt_duration=1321 frames, utt_pad_proportion=0.03821, over 2571.32 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.298, pruned_loss=0.07009, over 2362138.10 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06657, over 18685.28 utterances.], batch size: 26, lr: 6.29e-04
2022-08-22 15:30:49,138 INFO [train.py:927] (7/8) Epoch 5, batch 750, giga_loss[loss=0.2535, simple_loss=0.3381, pruned_loss=0.08447, over 12350.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04189, over 113.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3056, pruned_loss=0.07298, over 2417229.91 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06479, over 17567.47 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3077, pruned_loss=0.06976, over 872590.04 frames. utt_duration=1327 frames, utt_pad_proportion=0.0373, over 2632.43 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3039, pruned_loss=0.07275, over 2386209.69 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06576, over 18535.74 utterances.], batch size: 113, lr: 6.29e-04
2022-08-22 15:32:30,689 INFO [train.py:927] (7/8) Epoch 5, batch 800, giga_loss[loss=0.2311, simple_loss=0.3151, pruned_loss=0.07357, over 12420.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03697, over 105.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3108, pruned_loss=0.07469, over 2429670.71 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06567, over 17620.06 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3099, pruned_loss=0.06993, over 912111.28 frames. utt_duration=1300 frames, utt_pad_proportion=0.0495, over 2808.95 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3087, pruned_loss=0.0746, over 2403920.04 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06522, over 18592.26 utterances.], batch size: 105, lr: 6.28e-04
2022-08-22 15:34:12,104 INFO [train.py:927] (7/8) Epoch 5, batch 850, giga_loss[loss=0.2258, simple_loss=0.3077, pruned_loss=0.07192, over 12250.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02902, over 54.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3124, pruned_loss=0.07479, over 2438228.23 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06715, over 17892.41 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3101, pruned_loss=0.06952, over 950759.74 frames. utt_duration=1307 frames, utt_pad_proportion=0.047, over 2913.67 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3107, pruned_loss=0.07498, over 2416798.08 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06721, over 18906.50 utterances.], batch size: 54, lr: 6.28e-04
2022-08-22 15:35:53,136 INFO [train.py:927] (7/8) Epoch 5, batch 900, giga_loss[loss=0.2578, simple_loss=0.3353, pruned_loss=0.09016, over 12453.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03537, over 86.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3129, pruned_loss=0.07429, over 2446311.97 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06369, over 17669.47 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3107, pruned_loss=0.06973, over 965982.98 frames. utt_duration=1283 frames, utt_pad_proportion=0.05049, over 3014.28 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3114, pruned_loss=0.07442, over 2429161.83 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06355, over 18504.50 utterances.], batch size: 86, lr: 6.28e-04
2022-08-22 15:37:38,500 INFO [train.py:927] (7/8) Epoch 5, batch 950, giga_loss[loss=0.2817, simple_loss=0.3269, pruned_loss=0.1182, over 12357.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1928, over 364.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3144, pruned_loss=0.07678, over 2452468.80 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06534, over 17381.77 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3108, pruned_loss=0.07009, over 995809.38 frames. utt_duration=1260 frames, utt_pad_proportion=0.05928, over 3164.12 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3132, pruned_loss=0.07684, over 2438506.30 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06393, over 18157.69 utterances.], batch size: 364, lr: 6.28e-04
2022-08-22 15:39:20,781 INFO [train.py:927] (7/8) Epoch 5, batch 1000, giga_loss[loss=0.2579, simple_loss=0.3183, pruned_loss=0.09878, over 12413.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07213, over 212.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3154, pruned_loss=0.07871, over 2456240.92 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06142, over 16981.67 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3103, pruned_loss=0.06988, over 1017676.33 frames. utt_duration=1269 frames, utt_pad_proportion=0.05776, over 3210.44 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3147, pruned_loss=0.07893, over 2445130.93 frames. utt_duration=553 frames, utt_pad_proportion=0.06069, over 17732.99 utterances.], batch size: 212, lr: 6.28e-04
2022-08-22 15:41:00,755 INFO [train.py:927] (7/8) Epoch 5, batch 1050, giga_loss[loss=0.2184, simple_loss=0.2967, pruned_loss=0.07006, over 12371.00 frames. utt_duration=670.2 frames, utt_pad_proportion=0.02451, over 74.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3131, pruned_loss=0.07773, over 2459878.05 frames. utt_duration=605 frames, utt_pad_proportion=0.06104, over 16303.89 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3096, pruned_loss=0.06989, over 1095491.16 frames. utt_duration=1247 frames, utt_pad_proportion=0.06371, over 3517.83 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.313, pruned_loss=0.07834, over 2450264.09 frames. utt_duration=567.8 frames, utt_pad_proportion=0.0594, over 17306.31 utterances.], batch size: 74, lr: 6.28e-04
2022-08-22 15:42:44,580 INFO [train.py:927] (7/8) Epoch 5, batch 1100, giga_loss[loss=0.2103, simple_loss=0.2919, pruned_loss=0.06432, over 12434.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03031, over 80.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3126, pruned_loss=0.07755, over 2462444.03 frames. utt_duration=607.3 frames, utt_pad_proportion=0.06017, over 16259.45 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.31, pruned_loss=0.0702, over 1129353.12 frames. utt_duration=1243 frames, utt_pad_proportion=0.06267, over 3637.97 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3125, pruned_loss=0.0781, over 2454726.03 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05904, over 17234.08 utterances.], batch size: 80, lr: 6.28e-04
2022-08-22 15:44:36,829 INFO [train.py:927] (7/8) Epoch 5, batch 1150, giga_loss[loss=0.2162, simple_loss=0.3024, pruned_loss=0.06501, over 12459.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02533, over 55.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.31, pruned_loss=0.07611, over 2465179.45 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05657, over 16522.26 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.31, pruned_loss=0.07031, over 1162224.62 frames. utt_duration=1253 frames, utt_pad_proportion=0.06023, over 3714.15 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.31, pruned_loss=0.07666, over 2459211.45 frames. utt_duration=562.6 frames, utt_pad_proportion=0.0563, over 17530.42 utterances.], batch size: 55, lr: 6.27e-04
2022-08-22 15:46:20,841 INFO [train.py:927] (7/8) Epoch 5, batch 1200, giga_loss[loss=0.2428, simple_loss=0.2998, pruned_loss=0.09288, over 12369.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3056, pruned_loss=0.07444, over 2467267.22 frames. utt_duration=554 frames, utt_pad_proportion=0.0616, over 17863.14 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3097, pruned_loss=0.0701, over 1194360.39 frames. utt_duration=1260 frames, utt_pad_proportion=0.05785, over 3796.48 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3057, pruned_loss=0.07508, over 2462652.32 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06161, over 18913.06 utterances.], batch size: 258, lr: 6.27e-04
2022-08-22 15:48:03,528 INFO [train.py:927] (7/8) Epoch 5, batch 1250, giga_loss[loss=0.1962, simple_loss=0.2752, pruned_loss=0.05856, over 12478.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04185, over 31.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3047, pruned_loss=0.07357, over 2468229.94 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05767, over 17223.32 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3092, pruned_loss=0.07025, over 1238325.76 frames. utt_duration=1269 frames, utt_pad_proportion=0.05483, over 3908.93 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3048, pruned_loss=0.07413, over 2464480.65 frames. utt_duration=537.2 frames, utt_pad_proportion=0.0585, over 18403.26 utterances.], batch size: 31, lr: 6.27e-04
2022-08-22 15:49:45,191 INFO [train.py:927] (7/8) Epoch 5, batch 1300, libri_loss[loss=0.2309, simple_loss=0.3121, pruned_loss=0.07488, over 12483.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006676, over 36.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3025, pruned_loss=0.0721, over 2469944.71 frames. utt_duration=577.9 frames, utt_pad_proportion=0.05865, over 17140.82 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3089, pruned_loss=0.07009, over 1275409.21 frames. utt_duration=1278 frames, utt_pad_proportion=0.05237, over 3997.63 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3025, pruned_loss=0.0727, over 2466349.22 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05986, over 18380.76 utterances.], batch size: 36, lr: 6.27e-04
2022-08-22 15:51:27,581 INFO [train.py:927] (7/8) Epoch 5, batch 1350, giga_loss[loss=0.2247, simple_loss=0.3023, pruned_loss=0.07357, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0303, over 80.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.2986, pruned_loss=0.07077, over 2470519.19 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05724, over 16652.80 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3088, pruned_loss=0.06996, over 1304931.11 frames. utt_duration=1260 frames, utt_pad_proportion=0.05866, over 4146.18 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.2985, pruned_loss=0.07134, over 2467698.51 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05709, over 17795.51 utterances.], batch size: 80, lr: 6.27e-04
2022-08-22 15:53:10,165 INFO [train.py:927] (7/8) Epoch 5, batch 1400, giga_loss[loss=0.2232, simple_loss=0.2957, pruned_loss=0.07532, over 12448.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03564, over 86.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2956, pruned_loss=0.06984, over 2471795.85 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05718, over 16512.42 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3094, pruned_loss=0.0705, over 1322400.71 frames. utt_duration=1257 frames, utt_pad_proportion=0.0579, over 4211.72 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2951, pruned_loss=0.07005, over 2469516.16 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05724, over 17525.20 utterances.], batch size: 86, lr: 6.27e-04
2022-08-22 15:54:50,923 INFO [train.py:927] (7/8) Epoch 5, batch 1450, libri_loss[loss=0.2397, simple_loss=0.3241, pruned_loss=0.07768, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.008068, over 37.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2923, pruned_loss=0.06862, over 2471623.44 frames. utt_duration=629.5 frames, utt_pad_proportion=0.05311, over 15742.57 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3083, pruned_loss=0.07, over 1372749.70 frames. utt_duration=1275 frames, utt_pad_proportion=0.05482, over 4313.09 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2918, pruned_loss=0.06899, over 2470076.10 frames. utt_duration=583.9 frames, utt_pad_proportion=0.05407, over 16966.23 utterances.], batch size: 37, lr: 6.27e-04
2022-08-22 15:56:30,854 INFO [train.py:927] (7/8) Epoch 5, batch 1500, giga_loss[loss=0.2433, simple_loss=0.3135, pruned_loss=0.08648, over 12398.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06902, over 211.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2906, pruned_loss=0.06829, over 2471566.46 frames. utt_duration=627.7 frames, utt_pad_proportion=0.05512, over 15787.06 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3072, pruned_loss=0.06962, over 1431362.36 frames. utt_duration=1265 frames, utt_pad_proportion=0.05837, over 4531.54 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.29, pruned_loss=0.06871, over 2470625.18 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05474, over 17164.14 utterances.], batch size: 211, lr: 6.26e-04
2022-08-22 15:58:14,558 INFO [train.py:927] (7/8) Epoch 5, batch 1550, giga_loss[loss=0.2119, simple_loss=0.284, pruned_loss=0.06995, over 12325.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03437, over 58.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2883, pruned_loss=0.06724, over 2471542.81 frames. utt_duration=670.3 frames, utt_pad_proportion=0.05178, over 14781.32 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3072, pruned_loss=0.06968, over 1456931.58 frames. utt_duration=1264 frames, utt_pad_proportion=0.05708, over 4617.22 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2874, pruned_loss=0.06749, over 2470965.65 frames. utt_duration=617.5 frames, utt_pad_proportion=0.05199, over 16045.01 utterances.], batch size: 58, lr: 6.26e-04
2022-08-22 15:59:59,035 INFO [train.py:927] (7/8) Epoch 5, batch 1600, libri_loss[loss=0.1648, simple_loss=0.2611, pruned_loss=0.03423, over 12200.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007053, over 30.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2922, pruned_loss=0.06945, over 2472104.94 frames. utt_duration=640.1 frames, utt_pad_proportion=0.05517, over 15483.32 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3072, pruned_loss=0.06957, over 1472011.65 frames. utt_duration=1246 frames, utt_pad_proportion=0.06329, over 4729.37 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2912, pruned_loss=0.06972, over 2471725.60 frames. utt_duration=599.6 frames, utt_pad_proportion=0.05334, over 16530.56 utterances.], batch size: 30, lr: 6.26e-04
2022-08-22 16:01:45,579 INFO [train.py:927] (7/8) Epoch 5, batch 1650, giga_loss[loss=0.2276, simple_loss=0.3035, pruned_loss=0.07587, over 12399.00 frames. utt_duration=973.9 frames, utt_pad_proportion=0.02996, over 51.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.2981, pruned_loss=0.07363, over 2472423.79 frames. utt_duration=603.4 frames, utt_pad_proportion=0.06311, over 16430.66 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3068, pruned_loss=0.0695, over 1496996.55 frames. utt_duration=1251 frames, utt_pad_proportion=0.06135, over 4790.55 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.2973, pruned_loss=0.07392, over 2471917.48 frames. utt_duration=568 frames, utt_pad_proportion=0.06171, over 17454.61 utterances.], batch size: 51, lr: 6.26e-04
2022-08-22 16:03:24,913 INFO [train.py:927] (7/8) Epoch 5, batch 1700, giga_loss[loss=0.2382, simple_loss=0.3212, pruned_loss=0.07758, over 12401.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03824, over 113.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3039, pruned_loss=0.07531, over 2472772.34 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05912, over 16756.85 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3061, pruned_loss=0.06882, over 1540057.37 frames. utt_duration=1260 frames, utt_pad_proportion=0.05826, over 4894.99 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3033, pruned_loss=0.07608, over 2472342.70 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05899, over 17947.84 utterances.], batch size: 113, lr: 6.26e-04
2022-08-22 16:05:06,175 INFO [train.py:927] (7/8) Epoch 5, batch 1750, giga_loss[loss=0.2271, simple_loss=0.3191, pruned_loss=0.06754, over 12446.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03173, over 75.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3107, pruned_loss=0.07911, over 2472968.64 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06634, over 17670.27 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3057, pruned_loss=0.06867, over 1558696.20 frames. utt_duration=1266 frames, utt_pad_proportion=0.05684, over 4930.81 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3104, pruned_loss=0.07995, over 2472510.82 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06617, over 18799.64 utterances.], batch size: 75, lr: 6.26e-04
2022-08-22 16:06:45,805 INFO [train.py:927] (7/8) Epoch 5, batch 1800, giga_loss[loss=0.2003, simple_loss=0.2885, pruned_loss=0.05607, over 12418.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04267, over 146.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.309, pruned_loss=0.07662, over 2472517.47 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06606, over 17450.67 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3052, pruned_loss=0.06844, over 1580903.34 frames. utt_duration=1273 frames, utt_pad_proportion=0.05519, over 4972.07 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3092, pruned_loss=0.07763, over 2472520.21 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06638, over 18596.82 utterances.], batch size: 146, lr: 6.26e-04
2022-08-22 16:08:28,690 INFO [train.py:927] (7/8) Epoch 5, batch 1850, giga_loss[loss=0.2544, simple_loss=0.3339, pruned_loss=0.08744, over 12376.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06505, over 183.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3091, pruned_loss=0.07628, over 2472416.22 frames. utt_duration=534.8 frames, utt_pad_proportion=0.07576, over 18542.82 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.305, pruned_loss=0.06854, over 1589525.72 frames. utt_duration=1278 frames, utt_pad_proportion=0.05461, over 4982.32 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3094, pruned_loss=0.07709, over 2472685.58 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07576, over 19567.76 utterances.], batch size: 183, lr: 6.25e-04
2022-08-22 16:10:10,753 INFO [train.py:927] (7/8) Epoch 5, batch 1900, giga_loss[loss=0.2407, simple_loss=0.3176, pruned_loss=0.08193, over 12431.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.02969, over 80.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3107, pruned_loss=0.07751, over 2472765.08 frames. utt_duration=534 frames, utt_pad_proportion=0.07718, over 18574.25 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3047, pruned_loss=0.06868, over 1602656.64 frames. utt_duration=1283 frames, utt_pad_proportion=0.05371, over 5003.49 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3112, pruned_loss=0.07818, over 2473027.98 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07742, over 19547.98 utterances.], batch size: 80, lr: 6.25e-04
2022-08-22 16:11:55,902 INFO [train.py:927] (7/8) Epoch 5, batch 1950, giga_loss[loss=0.3135, simple_loss=0.3584, pruned_loss=0.1343, over 12403.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3131, pruned_loss=0.07923, over 2473187.90 frames. utt_duration=546 frames, utt_pad_proportion=0.07214, over 18168.67 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3044, pruned_loss=0.06831, over 1632496.25 frames. utt_duration=1291 frames, utt_pad_proportion=0.05174, over 5062.66 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.314, pruned_loss=0.08028, over 2473533.60 frames. utt_duration=513.8 frames, utt_pad_proportion=0.07328, over 19313.41 utterances.], batch size: 260, lr: 6.25e-04
2022-08-22 16:13:39,274 INFO [train.py:927] (7/8) Epoch 5, batch 2000, giga_loss[loss=0.2183, simple_loss=0.3059, pruned_loss=0.06532, over 12377.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04032, over 26.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3152, pruned_loss=0.08094, over 2473536.99 frames. utt_duration=536.4 frames, utt_pad_proportion=0.069, over 18495.96 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3043, pruned_loss=0.06832, over 1640673.24 frames. utt_duration=1294 frames, utt_pad_proportion=0.05133, over 5077.02 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3159, pruned_loss=0.08189, over 2474011.76 frames. utt_duration=508.7 frames, utt_pad_proportion=0.0702, over 19512.29 utterances.], batch size: 26, lr: 6.25e-04
2022-08-22 16:15:20,776 INFO [train.py:927] (7/8) Epoch 5, batch 2050, giga_loss[loss=0.2461, simple_loss=0.3291, pruned_loss=0.08156, over 12366.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.03078, over 85.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3171, pruned_loss=0.08132, over 2472354.48 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06891, over 17940.76 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3054, pruned_loss=0.06895, over 1665218.84 frames. utt_duration=1282 frames, utt_pad_proportion=0.05581, over 5200.09 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3174, pruned_loss=0.08204, over 2472828.68 frames. utt_duration=522 frames, utt_pad_proportion=0.06916, over 19003.56 utterances.], batch size: 85, lr: 6.25e-04
2022-08-22 16:17:04,189 INFO [train.py:927] (7/8) Epoch 5, batch 2100, giga_loss[loss=0.2466, simple_loss=0.321, pruned_loss=0.08608, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04239, over 31.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3174, pruned_loss=0.0807, over 2472844.79 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06646, over 17426.34 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3055, pruned_loss=0.06891, over 1700456.90 frames. utt_duration=1288 frames, utt_pad_proportion=0.05361, over 5285.66 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3181, pruned_loss=0.08183, over 2473589.95 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06759, over 18740.79 utterances.], batch size: 31, lr: 6.25e-04
2022-08-22 16:18:46,023 INFO [train.py:927] (7/8) Epoch 5, batch 2150, giga_loss[loss=0.2171, simple_loss=0.3045, pruned_loss=0.06481, over 12380.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03146, over 62.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3163, pruned_loss=0.08011, over 2472476.40 frames. utt_duration=589.5 frames, utt_pad_proportion=0.06523, over 16820.24 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3057, pruned_loss=0.06893, over 1715616.36 frames. utt_duration=1273 frames, utt_pad_proportion=0.05918, over 5398.67 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.317, pruned_loss=0.08117, over 2473204.75 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06487, over 17963.01 utterances.], batch size: 62, lr: 6.25e-04
2022-08-22 16:20:31,732 INFO [train.py:927] (7/8) Epoch 5, batch 2200, giga_loss[loss=0.2306, simple_loss=0.3069, pruned_loss=0.07718, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03666, over 28.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3162, pruned_loss=0.08019, over 2471915.74 frames. utt_duration=626.5 frames, utt_pad_proportion=0.06123, over 15818.95 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3063, pruned_loss=0.0692, over 1730850.50 frames. utt_duration=1267 frames, utt_pad_proportion=0.05896, over 5472.89 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3165, pruned_loss=0.08107, over 2472290.24 frames. utt_duration=588 frames, utt_pad_proportion=0.06128, over 16861.31 utterances.], batch size: 28, lr: 6.24e-04
2022-08-22 16:22:13,042 INFO [train.py:927] (7/8) Epoch 5, batch 2250, giga_loss[loss=0.2378, simple_loss=0.3188, pruned_loss=0.07844, over 12362.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02892, over 70.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3164, pruned_loss=0.08031, over 2471975.18 frames. utt_duration=619.1 frames, utt_pad_proportion=0.06143, over 16008.63 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3062, pruned_loss=0.06917, over 1741663.49 frames. utt_duration=1271 frames, utt_pad_proportion=0.05807, over 5487.75 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3168, pruned_loss=0.08116, over 2472485.43 frames. utt_duration=584.9 frames, utt_pad_proportion=0.06171, over 16951.66 utterances.], batch size: 70, lr: 6.24e-04
2022-08-22 16:23:57,303 INFO [train.py:927] (7/8) Epoch 5, batch 2300, giga_loss[loss=0.2229, simple_loss=0.3062, pruned_loss=0.06975, over 12376.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02794, over 70.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3157, pruned_loss=0.07954, over 2472654.28 frames. utt_duration=622.4 frames, utt_pad_proportion=0.05919, over 15929.17 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.306, pruned_loss=0.06898, over 1759853.88 frames. utt_duration=1277 frames, utt_pad_proportion=0.05653, over 5518.24 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3164, pruned_loss=0.08059, over 2472963.86 frames. utt_duration=586.7 frames, utt_pad_proportion=0.06004, over 16903.52 utterances.], batch size: 70, lr: 6.24e-04
2022-08-22 16:25:40,238 INFO [train.py:927] (7/8) Epoch 5, batch 2350, giga_loss[loss=0.2489, simple_loss=0.3211, pruned_loss=0.08833, over 12382.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04101, over 133.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3138, pruned_loss=0.07818, over 2472341.88 frames. utt_duration=641.2 frames, utt_pad_proportion=0.05612, over 15459.83 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3058, pruned_loss=0.06873, over 1794459.43 frames. utt_duration=1287 frames, utt_pad_proportion=0.05371, over 5582.60 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3149, pruned_loss=0.07969, over 2472834.76 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05794, over 16659.77 utterances.], batch size: 133, lr: 6.24e-04
2022-08-22 16:27:24,220 INFO [train.py:927] (7/8) Epoch 5, batch 2400, libri_loss[loss=0.1751, simple_loss=0.2546, pruned_loss=0.0478, over 12309.00 frames. utt_duration=1825 frames, utt_pad_proportion=0.05094, over 27.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3117, pruned_loss=0.07774, over 2471806.97 frames. utt_duration=617.6 frames, utt_pad_proportion=0.06143, over 16048.21 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3054, pruned_loss=0.06859, over 1814124.67 frames. utt_duration=1295 frames, utt_pad_proportion=0.05237, over 5610.62 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3131, pruned_loss=0.0793, over 2472603.11 frames. utt_duration=574.3 frames, utt_pad_proportion=0.06296, over 17265.14 utterances.], batch size: 27, lr: 6.24e-04
2022-08-22 16:29:06,652 INFO [train.py:927] (7/8) Epoch 5, batch 2450, giga_loss[loss=0.2033, simple_loss=0.2873, pruned_loss=0.05967, over 12299.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03675, over 51.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3092, pruned_loss=0.07699, over 2472104.09 frames. utt_duration=631.4 frames, utt_pad_proportion=0.06139, over 15697.26 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.305, pruned_loss=0.06836, over 1830145.88 frames. utt_duration=1303 frames, utt_pad_proportion=0.05148, over 5623.24 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3107, pruned_loss=0.0786, over 2472966.39 frames. utt_duration=587.1 frames, utt_pad_proportion=0.06299, over 16891.63 utterances.], batch size: 51, lr: 6.24e-04
2022-08-22 16:30:46,584 INFO [train.py:927] (7/8) Epoch 5, batch 2500, giga_loss[loss=0.2089, simple_loss=0.2864, pruned_loss=0.0657, over 12434.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03218, over 80.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3066, pruned_loss=0.07624, over 2471734.66 frames. utt_duration=631.8 frames, utt_pad_proportion=0.05816, over 15684.93 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3052, pruned_loss=0.06852, over 1849004.31 frames. utt_duration=1306 frames, utt_pad_proportion=0.04987, over 5670.98 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3078, pruned_loss=0.07764, over 2472555.79 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06023, over 16858.59 utterances.], batch size: 80, lr: 6.24e-04
2022-08-22 16:32:27,570 INFO [train.py:927] (7/8) Epoch 5, batch 2550, giga_loss[loss=0.1874, simple_loss=0.267, pruned_loss=0.05386, over 12102.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03877, over 30.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3025, pruned_loss=0.07418, over 2472224.81 frames. utt_duration=651.6 frames, utt_pad_proportion=0.05396, over 15210.24 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.305, pruned_loss=0.06842, over 1858302.48 frames. utt_duration=1311 frames, utt_pad_proportion=0.0492, over 5676.89 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3036, pruned_loss=0.07544, over 2472866.07 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05615, over 16259.48 utterances.], batch size: 30, lr: 6.23e-04
2022-08-22 16:34:08,203 INFO [train.py:927] (7/8) Epoch 5, batch 2600, giga_loss[loss=0.2028, simple_loss=0.2735, pruned_loss=0.06606, over 12144.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03437, over 36.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3059, pruned_loss=0.07438, over 2472441.73 frames. utt_duration=621.6 frames, utt_pad_proportion=0.05336, over 15949.11 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3083, pruned_loss=0.06875, over 1876509.39 frames. utt_duration=1314 frames, utt_pad_proportion=0.04792, over 5719.11 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3043, pruned_loss=0.07531, over 2472934.59 frames. utt_duration=582.7 frames, utt_pad_proportion=0.05553, over 17020.90 utterances.], batch size: 36, lr: 6.23e-04
2022-08-22 16:35:50,564 INFO [train.py:927] (7/8) Epoch 5, batch 2650, giga_loss[loss=0.2599, simple_loss=0.3331, pruned_loss=0.09336, over 12408.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05753, over 182.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3082, pruned_loss=0.07487, over 2473914.22 frames. utt_duration=591.5 frames, utt_pad_proportion=0.05189, over 16773.37 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3089, pruned_loss=0.06892, over 1882633.92 frames. utt_duration=1315 frames, utt_pad_proportion=0.04741, over 5733.88 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3066, pruned_loss=0.07554, over 2474157.53 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05376, over 17686.47 utterances.], batch size: 182, lr: 6.23e-04
2022-08-22 16:37:33,532 INFO [train.py:927] (7/8) Epoch 5, batch 2700, giga_loss[loss=0.1864, simple_loss=0.2786, pruned_loss=0.04711, over 12315.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02895, over 74.00 utterances.], tot_loss[loss=0.228, simple_loss=0.308, pruned_loss=0.07405, over 2474444.32 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05653, over 17998.34 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3098, pruned_loss=0.06918, over 1888525.27 frames. utt_duration=1315 frames, utt_pad_proportion=0.0469, over 5752.50 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3062, pruned_loss=0.07446, over 2474636.27 frames. utt_duration=528 frames, utt_pad_proportion=0.05787, over 18799.47 utterances.], batch size: 74, lr: 6.23e-04
2022-08-22 16:39:16,601 INFO [train.py:927] (7/8) Epoch 5, batch 2750, giga_loss[loss=0.2471, simple_loss=0.3191, pruned_loss=0.08754, over 12342.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03266, over 85.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3088, pruned_loss=0.07479, over 2474235.28 frames. utt_duration=535.9 frames, utt_pad_proportion=0.05602, over 18520.30 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3096, pruned_loss=0.06932, over 1908176.08 frames. utt_duration=1321 frames, utt_pad_proportion=0.04574, over 5783.65 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3074, pruned_loss=0.07519, over 2474883.17 frames. utt_duration=508.8 frames, utt_pad_proportion=0.05748, over 19512.96 utterances.], batch size: 85, lr: 6.23e-04
2022-08-22 16:40:59,259 INFO [train.py:927] (7/8) Epoch 5, batch 2800, giga_loss[loss=0.2489, simple_loss=0.3191, pruned_loss=0.08932, over 12416.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04088, over 37.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3092, pruned_loss=0.07489, over 2475042.05 frames. utt_duration=540.9 frames, utt_pad_proportion=0.05426, over 18355.29 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3095, pruned_loss=0.06941, over 1921958.10 frames. utt_duration=1323 frames, utt_pad_proportion=0.04488, over 5815.91 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3081, pruned_loss=0.07527, over 2475778.96 frames. utt_duration=511.9 frames, utt_pad_proportion=0.05581, over 19402.98 utterances.], batch size: 37, lr: 6.23e-04
2022-08-22 16:42:41,156 INFO [train.py:927] (7/8) Epoch 5, batch 2850, giga_loss[loss=0.2026, simple_loss=0.2877, pruned_loss=0.05878, over 12348.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03382, over 62.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.31, pruned_loss=0.07496, over 2474037.40 frames. utt_duration=565 frames, utt_pad_proportion=0.05468, over 17561.60 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3093, pruned_loss=0.06926, over 1943177.99 frames. utt_duration=1329 frames, utt_pad_proportion=0.0431, over 5855.68 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3092, pruned_loss=0.07557, over 2475086.16 frames. utt_duration=527.8 frames, utt_pad_proportion=0.0566, over 18812.89 utterances.], batch size: 62, lr: 6.22e-04
2022-08-22 16:44:21,500 INFO [train.py:927] (7/8) Epoch 5, batch 2900, giga_loss[loss=0.251, simple_loss=0.3238, pruned_loss=0.08913, over 12468.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.0461, over 34.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3103, pruned_loss=0.07505, over 2474193.17 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05806, over 17202.04 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3096, pruned_loss=0.06964, over 1963612.37 frames. utt_duration=1331 frames, utt_pad_proportion=0.0416, over 5907.61 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3095, pruned_loss=0.07546, over 2475436.66 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06003, over 18584.94 utterances.], batch size: 34, lr: 6.22e-04
2022-08-22 16:46:04,185 INFO [train.py:927] (7/8) Epoch 5, batch 2950, giga_loss[loss=0.2052, simple_loss=0.2782, pruned_loss=0.06612, over 12192.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.0367, over 33.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3102, pruned_loss=0.07506, over 2474100.93 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05857, over 17523.93 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3095, pruned_loss=0.0696, over 1966205.31 frames. utt_duration=1333 frames, utt_pad_proportion=0.04142, over 5908.07 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3096, pruned_loss=0.07543, over 2475042.63 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06014, over 18650.84 utterances.], batch size: 33, lr: 6.22e-04
2022-08-22 16:47:44,428 INFO [train.py:927] (7/8) Epoch 5, batch 3000, giga_loss[loss=0.2039, simple_loss=0.2861, pruned_loss=0.06079, over 12316.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03589, over 62.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3089, pruned_loss=0.07444, over 2473697.02 frames. utt_duration=596.9 frames, utt_pad_proportion=0.05505, over 16618.94 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3105, pruned_loss=0.07002, over 1978773.90 frames. utt_duration=1329 frames, utt_pad_proportion=0.04101, over 5962.82 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3078, pruned_loss=0.07455, over 2474437.90 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05685, over 17718.25 utterances.], batch size: 62, lr: 6.22e-04
2022-08-22 16:47:44,429 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 16:47:57,666 INFO [train.py:967] (7/8) 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 16:49:36,105 INFO [train.py:927] (7/8) Epoch 5, batch 3050, giga_loss[loss=0.2406, simple_loss=0.3195, pruned_loss=0.08082, over 12395.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03859, over 113.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3066, pruned_loss=0.07342, over 2473914.22 frames. utt_duration=614.8 frames, utt_pad_proportion=0.05117, over 16134.82 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3102, pruned_loss=0.07007, over 1993527.10 frames. utt_duration=1334 frames, utt_pad_proportion=0.03992, over 5984.72 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3059, pruned_loss=0.07356, over 2474432.05 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05333, over 17267.52 utterances.], batch size: 113, lr: 6.22e-04
2022-08-22 16:51:13,436 INFO [train.py:927] (7/8) Epoch 5, batch 3100, giga_loss[loss=0.2021, simple_loss=0.2798, pruned_loss=0.06223, over 12386.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04323, over 26.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3084, pruned_loss=0.07373, over 2474101.08 frames. utt_duration=589.9 frames, utt_pad_proportion=0.05682, over 16818.16 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3103, pruned_loss=0.07032, over 2005147.79 frames. utt_duration=1321 frames, utt_pad_proportion=0.04433, over 6078.21 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3076, pruned_loss=0.07373, over 2474764.12 frames. utt_duration=555.5 frames, utt_pad_proportion=0.057, over 17866.99 utterances.], batch size: 26, lr: 6.22e-04
2022-08-22 16:52:56,526 INFO [train.py:927] (7/8) Epoch 5, batch 3150, libri_loss[loss=0.1975, simple_loss=0.2679, pruned_loss=0.0635, over 12208.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01037, over 29.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3079, pruned_loss=0.07447, over 2474088.37 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05392, over 16926.41 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3101, pruned_loss=0.07035, over 2016314.67 frames. utt_duration=1325 frames, utt_pad_proportion=0.04354, over 6092.17 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3074, pruned_loss=0.07451, over 2475013.29 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05457, over 18000.50 utterances.], batch size: 29, lr: 6.22e-04
2022-08-22 16:54:37,668 INFO [train.py:927] (7/8) Epoch 5, batch 3200, giga_loss[loss=0.2533, simple_loss=0.3213, pruned_loss=0.09266, over 12412.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04313, over 146.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.307, pruned_loss=0.07483, over 2474137.14 frames. utt_duration=600.6 frames, utt_pad_proportion=0.05133, over 16519.84 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3106, pruned_loss=0.07058, over 2027540.77 frames. utt_duration=1314 frames, utt_pad_proportion=0.04476, over 6179.74 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3061, pruned_loss=0.0748, over 2474972.55 frames. utt_duration=566 frames, utt_pad_proportion=0.05175, over 17535.92 utterances.], batch size: 146, lr: 6.21e-04
2022-08-22 16:56:14,355 INFO [train.py:927] (7/8) Epoch 5, batch 3250, giga_loss[loss=0.1986, simple_loss=0.2726, pruned_loss=0.06225, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03558, over 40.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3048, pruned_loss=0.07425, over 2474416.70 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05122, over 16586.07 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3108, pruned_loss=0.07098, over 2038705.81 frames. utt_duration=1311 frames, utt_pad_proportion=0.04453, over 6229.56 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3039, pruned_loss=0.07403, over 2474985.77 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05173, over 17581.13 utterances.], batch size: 40, lr: 6.21e-04
2022-08-22 16:57:50,262 INFO [train.py:927] (7/8) Epoch 5, batch 3300, giga_loss[loss=0.2298, simple_loss=0.2992, pruned_loss=0.08016, over 12346.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02991, over 91.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3008, pruned_loss=0.07268, over 2473456.56 frames. utt_duration=616.8 frames, utt_pad_proportion=0.04806, over 16080.50 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3102, pruned_loss=0.07083, over 2049187.69 frames. utt_duration=1317 frames, utt_pad_proportion=0.04359, over 6231.78 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3003, pruned_loss=0.07269, over 2474183.59 frames. utt_duration=580.3 frames, utt_pad_proportion=0.049, over 17097.54 utterances.], batch size: 91, lr: 6.21e-04
2022-08-22 16:59:31,847 INFO [train.py:927] (7/8) Epoch 5, batch 3350, giga_loss[loss=0.2577, simple_loss=0.3197, pruned_loss=0.09783, over 12359.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1901, over 363.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.2994, pruned_loss=0.07215, over 2474230.44 frames. utt_duration=589.6 frames, utt_pad_proportion=0.05512, over 16829.60 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3108, pruned_loss=0.07114, over 2063619.64 frames. utt_duration=1313 frames, utt_pad_proportion=0.04309, over 6295.41 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.2984, pruned_loss=0.07199, over 2474999.31 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05568, over 17888.58 utterances.], batch size: 363, lr: 6.21e-04
2022-08-22 17:01:11,045 INFO [train.py:927] (7/8) Epoch 5, batch 3400, giga_loss[loss=0.2469, simple_loss=0.3182, pruned_loss=0.08777, over 12285.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02958, over 45.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3016, pruned_loss=0.07329, over 2474147.79 frames. utt_duration=608.4 frames, utt_pad_proportion=0.05231, over 16307.32 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3112, pruned_loss=0.07145, over 2071859.16 frames. utt_duration=1312 frames, utt_pad_proportion=0.04237, over 6322.31 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3002, pruned_loss=0.07296, over 2474684.59 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05323, over 17296.63 utterances.], batch size: 45, lr: 6.21e-04
2022-08-22 17:02:52,079 INFO [train.py:927] (7/8) Epoch 5, batch 3450, giga_loss[loss=0.264, simple_loss=0.3347, pruned_loss=0.09668, over 12439.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03771, over 105.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.305, pruned_loss=0.0744, over 2473639.85 frames. utt_duration=605.6 frames, utt_pad_proportion=0.05376, over 16378.56 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3119, pruned_loss=0.07169, over 2085848.49 frames. utt_duration=1316 frames, utt_pad_proportion=0.04117, over 6347.45 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3032, pruned_loss=0.07403, over 2473975.49 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05498, over 17474.82 utterances.], batch size: 105, lr: 6.21e-04
2022-08-22 17:04:31,131 INFO [train.py:927] (7/8) Epoch 5, batch 3500, giga_loss[loss=0.2456, simple_loss=0.3128, pruned_loss=0.08924, over 12343.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02404, over 45.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3075, pruned_loss=0.07544, over 2473601.27 frames. utt_duration=604.2 frames, utt_pad_proportion=0.0519, over 16417.51 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3119, pruned_loss=0.0717, over 2099002.63 frames. utt_duration=1313 frames, utt_pad_proportion=0.04089, over 6402.26 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3058, pruned_loss=0.07523, over 2474089.21 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05324, over 17569.53 utterances.], batch size: 45, lr: 6.21e-04
2022-08-22 17:06:16,600 INFO [train.py:927] (7/8) Epoch 5, batch 3550, giga_loss[loss=0.2854, simple_loss=0.3548, pruned_loss=0.108, over 12445.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03502, over 98.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3153, pruned_loss=0.08214, over 2473838.16 frames. utt_duration=562.1 frames, utt_pad_proportion=0.05978, over 17652.39 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3113, pruned_loss=0.07142, over 2114966.82 frames. utt_duration=1319 frames, utt_pad_proportion=0.03956, over 6419.92 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3145, pruned_loss=0.0825, over 2474752.74 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06106, over 19010.95 utterances.], batch size: 98, lr: 6.20e-04
2022-08-22 17:07:56,602 INFO [train.py:927] (7/8) Epoch 5, batch 3600, giga_loss[loss=0.2575, simple_loss=0.3347, pruned_loss=0.09014, over 12328.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.0304, over 66.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3217, pruned_loss=0.087, over 2473821.61 frames. utt_duration=522.4 frames, utt_pad_proportion=0.07112, over 18996.92 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3116, pruned_loss=0.07139, over 2118230.92 frames. utt_duration=1321 frames, utt_pad_proportion=0.03923, over 6419.73 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3209, pruned_loss=0.08742, over 2474835.83 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07161, over 20174.79 utterances.], batch size: 66, lr: 6.20e-04
2022-08-22 17:09:38,462 INFO [train.py:927] (7/8) Epoch 5, batch 3650, giga_loss[loss=0.3955, simple_loss=0.4231, pruned_loss=0.1839, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07566, over 212.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3287, pruned_loss=0.09212, over 2473594.05 frames. utt_duration=516.8 frames, utt_pad_proportion=0.07033, over 19201.80 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3113, pruned_loss=0.07125, over 2123250.52 frames. utt_duration=1325 frames, utt_pad_proportion=0.03877, over 6416.45 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3284, pruned_loss=0.09279, over 2474648.09 frames. utt_duration=489.1 frames, utt_pad_proportion=0.071, over 20299.89 utterances.], batch size: 212, lr: 6.20e-04
2022-08-22 17:11:22,577 INFO [train.py:927] (7/8) Epoch 5, batch 3700, giga_loss[loss=0.3584, simple_loss=0.3934, pruned_loss=0.1617, over 12363.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06572, over 183.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.334, pruned_loss=0.09666, over 2473670.80 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07077, over 19918.56 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.312, pruned_loss=0.07155, over 2128624.66 frames. utt_duration=1325 frames, utt_pad_proportion=0.03825, over 6431.10 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3336, pruned_loss=0.09727, over 2474372.14 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07157, over 20949.51 utterances.], batch size: 183, lr: 6.20e-04
2022-08-22 17:13:07,955 INFO [train.py:927] (7/8) Epoch 5, batch 3750, giga_loss[loss=0.2481, simple_loss=0.3189, pruned_loss=0.08863, over 12428.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0385, over 40.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3411, pruned_loss=0.1032, over 2474022.71 frames. utt_duration=462 frames, utt_pad_proportion=0.07719, over 21486.78 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3123, pruned_loss=0.07159, over 2133653.21 frames. utt_duration=1328 frames, utt_pad_proportion=0.03792, over 6431.64 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3407, pruned_loss=0.104, over 2474668.20 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07773, over 22482.30 utterances.], batch size: 40, lr: 6.20e-04
2022-08-22 17:14:55,154 INFO [train.py:927] (7/8) Epoch 5, batch 3800, giga_loss[loss=0.2838, simple_loss=0.3486, pruned_loss=0.1096, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04074, over 28.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3474, pruned_loss=0.11, over 2473638.38 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07634, over 21516.12 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.313, pruned_loss=0.07202, over 2140122.78 frames. utt_duration=1326 frames, utt_pad_proportion=0.03846, over 6463.96 utterances.], giga_tot_loss[loss=0.2846, simple_loss=0.3472, pruned_loss=0.111, over 2474425.62 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07688, over 22546.48 utterances.], batch size: 28, lr: 6.20e-04
2022-08-22 17:16:39,590 INFO [train.py:927] (7/8) Epoch 5, batch 3850, giga_loss[loss=0.2614, simple_loss=0.33, pruned_loss=0.09638, over 12198.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03354, over 39.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3459, pruned_loss=0.1095, over 2473193.60 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07566, over 21412.03 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3129, pruned_loss=0.07186, over 2148181.88 frames. utt_duration=1326 frames, utt_pad_proportion=0.03791, over 6488.02 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3465, pruned_loss=0.1112, over 2474004.08 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07651, over 22525.38 utterances.], batch size: 39, lr: 6.20e-04
2022-08-22 17:18:23,826 INFO [train.py:927] (7/8) Epoch 5, batch 3900, giga_loss[loss=0.3037, simple_loss=0.3486, pruned_loss=0.1294, over 12340.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2004, over 367.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3466, pruned_loss=0.1093, over 2473786.94 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07854, over 22496.61 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3125, pruned_loss=0.07181, over 2159341.74 frames. utt_duration=1329 frames, utt_pad_proportion=0.03687, over 6504.53 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3484, pruned_loss=0.1118, over 2474514.67 frames. utt_duration=416.6 frames, utt_pad_proportion=0.07959, over 23840.28 utterances.], batch size: 367, lr: 6.19e-04
2022-08-22 17:20:05,106 INFO [train.py:927] (7/8) Epoch 5, batch 3950, giga_loss[loss=0.2526, simple_loss=0.3294, pruned_loss=0.08791, over 12467.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.03003, over 55.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3458, pruned_loss=0.1082, over 2473763.66 frames. utt_duration=426.1 frames, utt_pad_proportion=0.08288, over 23301.63 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3126, pruned_loss=0.07186, over 2165286.67 frames. utt_duration=1325 frames, utt_pad_proportion=0.03753, over 6544.22 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3478, pruned_loss=0.1108, over 2474623.67 frames. utt_duration=403.5 frames, utt_pad_proportion=0.0836, over 24620.90 utterances.], batch size: 55, lr: 6.19e-04
2022-08-22 17:21:51,494 INFO [train.py:927] (7/8) Epoch 5, batch 4000, giga_loss[loss=0.2464, simple_loss=0.3241, pruned_loss=0.08437, over 12361.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03638, over 122.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.3449, pruned_loss=0.106, over 2474293.47 frames. utt_duration=420.2 frames, utt_pad_proportion=0.08354, over 23634.59 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3132, pruned_loss=0.07201, over 2172824.57 frames. utt_duration=1327 frames, utt_pad_proportion=0.0373, over 6556.50 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3468, pruned_loss=0.1087, over 2475073.40 frames. utt_duration=396.9 frames, utt_pad_proportion=0.0844, over 25038.87 utterances.], batch size: 122, lr: 6.19e-04
2022-08-22 17:23:35,441 INFO [train.py:927] (7/8) Epoch 5, batch 4050, giga_loss[loss=0.31, simple_loss=0.3617, pruned_loss=0.1292, over 12362.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05342, over 161.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3452, pruned_loss=0.102, over 2474709.66 frames. utt_duration=441.4 frames, utt_pad_proportion=0.08058, over 22501.48 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3189, pruned_loss=0.07278, over 2183090.80 frames. utt_duration=1314 frames, utt_pad_proportion=0.0416, over 6655.65 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3432, pruned_loss=0.1046, over 2475479.75 frames. utt_duration=413.1 frames, utt_pad_proportion=0.08088, over 24053.53 utterances.], batch size: 161, lr: 6.19e-04
2022-08-22 17:25:15,223 INFO [train.py:927] (7/8) Epoch 5, batch 4100, giga_loss[loss=0.2504, simple_loss=0.329, pruned_loss=0.08596, over 12366.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02751, over 48.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3424, pruned_loss=0.1001, over 2474717.08 frames. utt_duration=453 frames, utt_pad_proportion=0.07871, over 21923.28 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3191, pruned_loss=0.07286, over 2188687.62 frames. utt_duration=1310 frames, utt_pad_proportion=0.04136, over 6688.46 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.341, pruned_loss=0.1025, over 2475501.95 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07939, over 23407.83 utterances.], batch size: 48, lr: 6.19e-04
2022-08-22 17:27:08,646 INFO [train.py:927] (7/8) Epoch 5, batch 4150, libri_loss[loss=0.2601, simple_loss=0.3408, pruned_loss=0.08971, over 12471.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0132, over 40.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3399, pruned_loss=0.09811, over 2475210.86 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07731, over 21401.73 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3186, pruned_loss=0.07271, over 2197352.22 frames. utt_duration=1311 frames, utt_pad_proportion=0.04078, over 6710.52 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3398, pruned_loss=0.1009, over 2475659.24 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07845, over 22985.61 utterances.], batch size: 40, lr: 6.19e-04
2022-08-22 17:28:52,269 INFO [train.py:927] (7/8) Epoch 5, batch 4200, giga_loss[loss=0.2495, simple_loss=0.3402, pruned_loss=0.07942, over 12429.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03301, over 75.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3409, pruned_loss=0.09707, over 2475355.99 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07742, over 21434.93 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.319, pruned_loss=0.07303, over 2202877.26 frames. utt_duration=1291 frames, utt_pad_proportion=0.04678, over 6834.77 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3409, pruned_loss=0.09949, over 2475719.06 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07699, over 22846.47 utterances.], batch size: 75, lr: 6.19e-04
2022-08-22 17:30:39,453 INFO [train.py:927] (7/8) Epoch 5, batch 4250, giga_loss[loss=0.264, simple_loss=0.3346, pruned_loss=0.09665, over 12444.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03774, over 123.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3399, pruned_loss=0.0967, over 2475131.25 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07452, over 21604.92 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3192, pruned_loss=0.07312, over 2204160.88 frames. utt_duration=1286 frames, utt_pad_proportion=0.04748, over 6864.60 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3398, pruned_loss=0.09862, over 2475481.69 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07421, over 22746.69 utterances.], batch size: 123, lr: 6.18e-04
2022-08-22 17:32:26,943 INFO [train.py:927] (7/8) Epoch 5, batch 4300, giga_loss[loss=0.256, simple_loss=0.3183, pruned_loss=0.09682, over 12436.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03413, over 105.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3383, pruned_loss=0.09648, over 2475269.30 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07481, over 21784.71 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3203, pruned_loss=0.07347, over 2209567.88 frames. utt_duration=1271 frames, utt_pad_proportion=0.05107, over 6962.15 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3377, pruned_loss=0.09813, over 2475520.66 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07374, over 22860.36 utterances.], batch size: 105, lr: 6.18e-04
2022-08-22 17:34:15,622 INFO [train.py:927] (7/8) Epoch 5, batch 4350, giga_loss[loss=0.2498, simple_loss=0.3303, pruned_loss=0.08462, over 12415.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03028, over 122.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3361, pruned_loss=0.09544, over 2475447.23 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07853, over 21875.54 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3204, pruned_loss=0.0736, over 2213755.88 frames. utt_duration=1269 frames, utt_pad_proportion=0.05071, over 6983.62 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3359, pruned_loss=0.09696, over 2475431.52 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07782, over 22924.11 utterances.], batch size: 122, lr: 6.18e-04
2022-08-22 17:36:00,251 INFO [train.py:927] (7/8) Epoch 5, batch 4400, giga_loss[loss=0.245, simple_loss=0.321, pruned_loss=0.08448, over 12434.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.0389, over 123.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3354, pruned_loss=0.09454, over 2474522.43 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07943, over 21636.57 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3204, pruned_loss=0.07365, over 2220075.67 frames. utt_duration=1267 frames, utt_pad_proportion=0.04992, over 7019.75 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3355, pruned_loss=0.0962, over 2474612.49 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07927, over 22768.61 utterances.], batch size: 123, lr: 6.18e-04
2022-08-22 17:37:46,458 INFO [train.py:927] (7/8) Epoch 5, batch 4450, giga_loss[loss=0.2167, simple_loss=0.2979, pruned_loss=0.0677, over 12342.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03325, over 97.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3327, pruned_loss=0.09329, over 2474866.66 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07724, over 21643.53 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3193, pruned_loss=0.07321, over 2229780.16 frames. utt_duration=1272 frames, utt_pad_proportion=0.04876, over 7018.69 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3342, pruned_loss=0.09573, over 2475198.93 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07787, over 23087.28 utterances.], batch size: 97, lr: 6.18e-04
2022-08-22 17:39:33,954 INFO [train.py:927] (7/8) Epoch 5, batch 4500, giga_loss[loss=0.2548, simple_loss=0.3246, pruned_loss=0.09249, over 12448.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02961, over 80.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3323, pruned_loss=0.09388, over 2475417.39 frames. utt_duration=461.9 frames, utt_pad_proportion=0.0734, over 21504.98 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3196, pruned_loss=0.07336, over 2233093.55 frames. utt_duration=1269 frames, utt_pad_proportion=0.0492, over 7045.43 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3334, pruned_loss=0.09595, over 2475981.37 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07411, over 22810.86 utterances.], batch size: 80, lr: 6.18e-04
2022-08-22 17:41:18,866 INFO [train.py:927] (7/8) Epoch 5, batch 4550, giga_loss[loss=0.2154, simple_loss=0.2926, pruned_loss=0.06913, over 12367.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03134, over 58.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3293, pruned_loss=0.09268, over 2475057.08 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07392, over 21004.96 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.319, pruned_loss=0.07322, over 2238974.57 frames. utt_duration=1273 frames, utt_pad_proportion=0.04824, over 7042.22 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.331, pruned_loss=0.09493, over 2475626.86 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07496, over 22391.54 utterances.], batch size: 58, lr: 6.18e-04
2022-08-22 17:43:04,105 INFO [train.py:927] (7/8) Epoch 5, batch 4600, libri_loss[loss=0.2324, simple_loss=0.3215, pruned_loss=0.07167, over 12383.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006531, over 34.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3287, pruned_loss=0.0925, over 2475395.94 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07846, over 21256.85 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3186, pruned_loss=0.07301, over 2247102.74 frames. utt_duration=1278 frames, utt_pad_proportion=0.04688, over 7040.78 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3306, pruned_loss=0.09515, over 2475886.27 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07975, over 22846.42 utterances.], batch size: 34, lr: 6.18e-04
2022-08-22 17:44:49,216 INFO [train.py:927] (7/8) Epoch 5, batch 4650, giga_loss[loss=0.2548, simple_loss=0.3283, pruned_loss=0.09067, over 12372.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03222, over 104.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3281, pruned_loss=0.0915, over 2474500.73 frames. utt_duration=471.7 frames, utt_pad_proportion=0.08224, over 21045.78 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3184, pruned_loss=0.07294, over 2254413.46 frames. utt_duration=1269 frames, utt_pad_proportion=0.05055, over 7116.18 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3302, pruned_loss=0.09429, over 2475378.48 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08249, over 22716.69 utterances.], batch size: 104, lr: 6.17e-04
2022-08-22 17:46:33,174 INFO [train.py:927] (7/8) Epoch 5, batch 4700, giga_loss[loss=0.2627, simple_loss=0.3279, pruned_loss=0.09872, over 12350.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03069, over 85.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3278, pruned_loss=0.09067, over 2474534.73 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07894, over 20715.78 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3184, pruned_loss=0.07292, over 2260008.67 frames. utt_duration=1272 frames, utt_pad_proportion=0.04969, over 7114.15 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3297, pruned_loss=0.09332, over 2475102.32 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07978, over 22348.89 utterances.], batch size: 85, lr: 6.17e-04
2022-08-22 17:48:19,765 INFO [train.py:927] (7/8) Epoch 5, batch 4750, giga_loss[loss=0.2899, simple_loss=0.3476, pruned_loss=0.1161, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04493, over 146.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3293, pruned_loss=0.09219, over 2474565.20 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07652, over 20170.94 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3189, pruned_loss=0.07315, over 2264328.81 frames. utt_duration=1274 frames, utt_pad_proportion=0.04906, over 7116.87 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3307, pruned_loss=0.09447, over 2474957.60 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07773, over 21711.83 utterances.], batch size: 146, lr: 6.17e-04
2022-08-22 17:50:03,795 INFO [train.py:927] (7/8) Epoch 5, batch 4800, giga_loss[loss=0.2606, simple_loss=0.3367, pruned_loss=0.09227, over 12431.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03278, over 75.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3299, pruned_loss=0.09373, over 2474356.29 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07005, over 19847.59 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3189, pruned_loss=0.07317, over 2267517.86 frames. utt_duration=1277 frames, utt_pad_proportion=0.04848, over 7112.08 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3311, pruned_loss=0.0958, over 2474632.31 frames. utt_duration=467.3 frames, utt_pad_proportion=0.0717, over 21247.73 utterances.], batch size: 75, lr: 6.17e-04
2022-08-22 17:51:49,931 INFO [train.py:927] (7/8) Epoch 5, batch 4850, giga_loss[loss=0.2706, simple_loss=0.3391, pruned_loss=0.1011, over 12454.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04046, over 114.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3283, pruned_loss=0.09285, over 2474438.42 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06683, over 19553.63 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3184, pruned_loss=0.073, over 2273438.74 frames. utt_duration=1282 frames, utt_pad_proportion=0.04739, over 7103.87 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.33, pruned_loss=0.09518, over 2474822.30 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06889, over 21017.15 utterances.], batch size: 114, lr: 6.17e-04
2022-08-22 17:53:34,358 INFO [train.py:927] (7/8) Epoch 5, batch 4900, giga_loss[loss=0.2559, simple_loss=0.3332, pruned_loss=0.0893, over 12377.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02769, over 70.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3279, pruned_loss=0.09153, over 2473545.43 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06497, over 19176.83 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3182, pruned_loss=0.07296, over 2275433.95 frames. utt_duration=1283 frames, utt_pad_proportion=0.04699, over 7101.85 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3294, pruned_loss=0.09357, over 2473853.50 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06693, over 20441.67 utterances.], batch size: 70, lr: 6.17e-04
2022-08-22 17:55:21,055 INFO [train.py:927] (7/8) Epoch 5, batch 4950, giga_loss[loss=0.2613, simple_loss=0.3294, pruned_loss=0.09661, over 12353.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03537, over 104.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3274, pruned_loss=0.09148, over 2473200.12 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06313, over 18563.70 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3188, pruned_loss=0.07329, over 2284877.96 frames. utt_duration=1289 frames, utt_pad_proportion=0.04533, over 7098.83 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3286, pruned_loss=0.09367, over 2473675.96 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06564, over 20104.70 utterances.], batch size: 104, lr: 6.17e-04
2022-08-22 17:57:04,383 INFO [train.py:927] (7/8) Epoch 5, batch 5000, giga_loss[loss=0.2324, simple_loss=0.3092, pruned_loss=0.07775, over 12402.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03256, over 37.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3282, pruned_loss=0.09235, over 2473354.42 frames. utt_duration=519 frames, utt_pad_proportion=0.0661, over 19114.70 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3192, pruned_loss=0.07358, over 2289239.95 frames. utt_duration=1288 frames, utt_pad_proportion=0.04455, over 7116.04 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.329, pruned_loss=0.09426, over 2474035.62 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06825, over 20588.91 utterances.], batch size: 37, lr: 6.16e-04
2022-08-22 17:58:53,131 INFO [train.py:927] (7/8) Epoch 5, batch 5050, giga_loss[loss=0.2579, simple_loss=0.3439, pruned_loss=0.08598, over 12434.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02932, over 80.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3339, pruned_loss=0.09466, over 2474378.39 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06915, over 20710.09 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3193, pruned_loss=0.07361, over 2292003.63 frames. utt_duration=1284 frames, utt_pad_proportion=0.04494, over 7147.99 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3346, pruned_loss=0.09643, over 2474907.41 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07063, over 22027.01 utterances.], batch size: 80, lr: 6.16e-04
2022-08-22 18:00:38,263 INFO [train.py:927] (7/8) Epoch 5, batch 5100, giga_loss[loss=0.2559, simple_loss=0.3306, pruned_loss=0.09055, over 12397.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02388, over 66.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.335, pruned_loss=0.09502, over 2474271.60 frames. utt_duration=490 frames, utt_pad_proportion=0.06495, over 20257.69 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3191, pruned_loss=0.07356, over 2294731.55 frames. utt_duration=1287 frames, utt_pad_proportion=0.04441, over 7142.80 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.336, pruned_loss=0.09674, over 2474692.34 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06663, over 21480.28 utterances.], batch size: 66, lr: 6.16e-04
2022-08-22 18:02:27,388 INFO [train.py:927] (7/8) Epoch 5, batch 5150, libri_loss[loss=0.2469, simple_loss=0.3373, pruned_loss=0.07825, over 12483.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006696, over 36.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3352, pruned_loss=0.09578, over 2474195.11 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06651, over 19992.61 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.319, pruned_loss=0.07346, over 2299836.51 frames. utt_duration=1292 frames, utt_pad_proportion=0.04337, over 7130.67 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3365, pruned_loss=0.0979, over 2474729.00 frames. utt_duration=465 frames, utt_pad_proportion=0.06831, over 21353.39 utterances.], batch size: 36, lr: 6.16e-04
2022-08-22 18:04:13,572 INFO [train.py:927] (7/8) Epoch 5, batch 5200, giga_loss[loss=0.2248, simple_loss=0.3054, pruned_loss=0.07211, over 12367.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02813, over 91.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3349, pruned_loss=0.09639, over 2474491.50 frames. utt_duration=498 frames, utt_pad_proportion=0.06809, over 19932.95 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.319, pruned_loss=0.07368, over 2303992.49 frames. utt_duration=1277 frames, utt_pad_proportion=0.04787, over 7227.51 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3363, pruned_loss=0.09839, over 2475055.97 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06829, over 21218.24 utterances.], batch size: 91, lr: 6.16e-04
2022-08-22 18:05:58,801 INFO [train.py:927] (7/8) Epoch 5, batch 5250, giga_loss[loss=0.3306, simple_loss=0.3732, pruned_loss=0.144, over 12377.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3345, pruned_loss=0.09718, over 2475048.65 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07052, over 20447.58 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3193, pruned_loss=0.07386, over 2306725.74 frames. utt_duration=1278 frames, utt_pad_proportion=0.04733, over 7230.04 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3356, pruned_loss=0.09894, over 2475327.32 frames. utt_duration=459 frames, utt_pad_proportion=0.07085, over 21639.68 utterances.], batch size: 257, lr: 6.16e-04
2022-08-22 18:07:44,758 INFO [train.py:927] (7/8) Epoch 5, batch 5300, giga_loss[loss=0.2603, simple_loss=0.3169, pruned_loss=0.1019, over 12238.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03241, over 45.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3338, pruned_loss=0.09751, over 2474957.97 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07386, over 20803.56 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3187, pruned_loss=0.07367, over 2309626.04 frames. utt_duration=1283 frames, utt_pad_proportion=0.04664, over 7210.61 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3354, pruned_loss=0.09948, over 2475586.39 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07428, over 22008.70 utterances.], batch size: 45, lr: 6.16e-04
2022-08-22 18:09:29,418 INFO [train.py:927] (7/8) Epoch 5, batch 5350, giga_loss[loss=0.247, simple_loss=0.3211, pruned_loss=0.08643, over 12434.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04417, over 114.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3314, pruned_loss=0.0963, over 2475235.91 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07047, over 20037.43 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3177, pruned_loss=0.07339, over 2315453.31 frames. utt_duration=1287 frames, utt_pad_proportion=0.04589, over 7205.17 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3339, pruned_loss=0.09883, over 2475631.77 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07145, over 21418.38 utterances.], batch size: 114, lr: 6.15e-04
2022-08-22 18:11:12,796 INFO [train.py:927] (7/8) Epoch 5, batch 5400, giga_loss[loss=0.2429, simple_loss=0.3197, pruned_loss=0.08301, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03255, over 42.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3315, pruned_loss=0.09558, over 2474544.05 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07428, over 20205.29 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3172, pruned_loss=0.07332, over 2321116.33 frames. utt_duration=1292 frames, utt_pad_proportion=0.04491, over 7196.42 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3346, pruned_loss=0.09848, over 2475396.01 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07543, over 21794.11 utterances.], batch size: 42, lr: 6.15e-04
2022-08-22 18:12:58,612 INFO [train.py:927] (7/8) Epoch 5, batch 5450, giga_loss[loss=0.2531, simple_loss=0.3363, pruned_loss=0.085, over 12446.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03306, over 123.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3308, pruned_loss=0.09466, over 2475443.09 frames. utt_duration=506.3 frames, utt_pad_proportion=0.0705, over 19615.58 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3165, pruned_loss=0.07306, over 2325896.51 frames. utt_duration=1291 frames, utt_pad_proportion=0.04497, over 7215.95 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3342, pruned_loss=0.0978, over 2475919.67 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07199, over 21207.04 utterances.], batch size: 123, lr: 6.15e-04
2022-08-22 18:14:45,300 INFO [train.py:927] (7/8) Epoch 5, batch 5500, giga_loss[loss=0.2456, simple_loss=0.3264, pruned_loss=0.08245, over 12343.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03421, over 104.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3322, pruned_loss=0.09313, over 2474274.47 frames. utt_duration=512.5 frames, utt_pad_proportion=0.0736, over 19368.48 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3162, pruned_loss=0.073, over 2330186.35 frames. utt_duration=1282 frames, utt_pad_proportion=0.04917, over 7278.80 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3356, pruned_loss=0.09636, over 2475439.63 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07356, over 20979.64 utterances.], batch size: 104, lr: 6.15e-04
2022-08-22 18:16:27,558 INFO [train.py:927] (7/8) Epoch 5, batch 5550, giga_loss[loss=0.2707, simple_loss=0.3413, pruned_loss=0.1, over 12483.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0335, over 43.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.334, pruned_loss=0.09347, over 2474050.54 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06891, over 18599.38 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.316, pruned_loss=0.073, over 2336129.37 frames. utt_duration=1288 frames, utt_pad_proportion=0.04749, over 7265.28 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3376, pruned_loss=0.09685, over 2475358.04 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07007, over 20370.44 utterances.], batch size: 43, lr: 6.15e-04
2022-08-22 18:18:11,373 INFO [train.py:927] (7/8) Epoch 5, batch 5600, giga_loss[loss=0.2785, simple_loss=0.3428, pruned_loss=0.1071, over 12379.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05262, over 161.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3359, pruned_loss=0.09591, over 2473665.22 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06707, over 18544.16 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.316, pruned_loss=0.07309, over 2340693.44 frames. utt_duration=1290 frames, utt_pad_proportion=0.04644, over 7266.03 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3394, pruned_loss=0.09926, over 2474898.90 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06869, over 20325.49 utterances.], batch size: 161, lr: 6.15e-04
2022-08-22 18:19:56,238 INFO [train.py:927] (7/8) Epoch 5, batch 5650, giga_loss[loss=0.3064, simple_loss=0.3568, pruned_loss=0.1281, over 12359.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.1129, over 260.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3359, pruned_loss=0.0962, over 2473563.82 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06627, over 19207.21 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3159, pruned_loss=0.07299, over 2343069.99 frames. utt_duration=1291 frames, utt_pad_proportion=0.0461, over 7270.82 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3391, pruned_loss=0.09934, over 2474764.94 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06781, over 20821.47 utterances.], batch size: 260, lr: 6.15e-04
2022-08-22 18:21:40,325 INFO [train.py:927] (7/8) Epoch 5, batch 5700, giga_loss[loss=0.2445, simple_loss=0.3236, pruned_loss=0.08272, over 12410.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04883, over 34.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3352, pruned_loss=0.09366, over 2473847.96 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06687, over 19037.37 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3154, pruned_loss=0.07277, over 2346598.10 frames. utt_duration=1295 frames, utt_pad_proportion=0.04506, over 7254.89 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3387, pruned_loss=0.09694, over 2475100.21 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06852, over 20653.35 utterances.], batch size: 34, lr: 6.14e-04
2022-08-22 18:23:27,163 INFO [train.py:927] (7/8) Epoch 5, batch 5750, giga_loss[loss=0.2563, simple_loss=0.3245, pruned_loss=0.09402, over 12451.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.044, over 34.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3357, pruned_loss=0.09419, over 2474130.33 frames. utt_duration=515.6 frames, utt_pad_proportion=0.0697, over 19247.62 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3152, pruned_loss=0.07276, over 2350547.84 frames. utt_duration=1299 frames, utt_pad_proportion=0.04389, over 7248.97 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3394, pruned_loss=0.0975, over 2475561.12 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07131, over 20917.44 utterances.], batch size: 34, lr: 6.14e-04
2022-08-22 18:25:09,454 INFO [train.py:927] (7/8) Epoch 5, batch 5800, giga_loss[loss=0.2507, simple_loss=0.3169, pruned_loss=0.09219, over 12395.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04022, over 133.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3358, pruned_loss=0.09546, over 2474656.13 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07261, over 20353.61 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3153, pruned_loss=0.07273, over 2351554.18 frames. utt_duration=1299 frames, utt_pad_proportion=0.0436, over 7247.52 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3388, pruned_loss=0.09829, over 2475980.08 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07383, over 21777.58 utterances.], batch size: 133, lr: 6.14e-04
2022-08-22 18:26:55,885 INFO [train.py:927] (7/8) Epoch 5, batch 5850, giga_loss[loss=0.3133, simple_loss=0.3609, pruned_loss=0.1328, over 12422.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07591, over 213.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3353, pruned_loss=0.09588, over 2474865.70 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07065, over 20695.70 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3156, pruned_loss=0.0726, over 2353639.43 frames. utt_duration=1299 frames, utt_pad_proportion=0.04338, over 7253.64 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3378, pruned_loss=0.09862, over 2476221.92 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07193, over 22044.95 utterances.], batch size: 213, lr: 6.14e-04
2022-08-22 18:28:40,716 INFO [train.py:927] (7/8) Epoch 5, batch 5900, giga_loss[loss=0.2609, simple_loss=0.3329, pruned_loss=0.09438, over 12402.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04382, over 146.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3348, pruned_loss=0.09635, over 2474916.96 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07134, over 20835.61 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3158, pruned_loss=0.07268, over 2356082.94 frames. utt_duration=1302 frames, utt_pad_proportion=0.04275, over 7244.59 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.337, pruned_loss=0.09887, over 2475961.41 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07264, over 22147.61 utterances.], batch size: 146, lr: 6.14e-04
2022-08-22 18:30:24,013 INFO [train.py:927] (7/8) Epoch 5, batch 5950, giga_loss[loss=0.2318, simple_loss=0.3048, pruned_loss=0.07938, over 12366.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02832, over 91.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3318, pruned_loss=0.09385, over 2474946.76 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07102, over 21446.12 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3158, pruned_loss=0.07284, over 2357642.15 frames. utt_duration=1303 frames, utt_pad_proportion=0.04226, over 7243.90 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3337, pruned_loss=0.096, over 2475978.97 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07231, over 22682.69 utterances.], batch size: 91, lr: 6.14e-04
2022-08-22 18:32:12,604 INFO [train.py:927] (7/8) Epoch 5, batch 6000, giga_loss[loss=0.2397, simple_loss=0.3125, pruned_loss=0.0835, over 12345.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03327, over 51.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3304, pruned_loss=0.09305, over 2474657.17 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06958, over 21537.75 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3159, pruned_loss=0.07282, over 2360582.36 frames. utt_duration=1301 frames, utt_pad_proportion=0.04181, over 7266.70 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3323, pruned_loss=0.09525, over 2475447.15 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07103, over 22826.73 utterances.], batch size: 51, lr: 6.14e-04
2022-08-22 18:32:12,605 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 18:32:26,449 INFO [train.py:967] (7/8) Epoch 5, validation: loss=0.1958, simple_loss=0.304, pruned_loss=0.04377, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 18:34:11,209 INFO [train.py:927] (7/8) Epoch 5, batch 6050, giga_loss[loss=0.2412, simple_loss=0.3193, pruned_loss=0.08149, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02635, over 48.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3277, pruned_loss=0.09225, over 2474292.17 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07057, over 21162.81 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3158, pruned_loss=0.07297, over 2363439.36 frames. utt_duration=1303 frames, utt_pad_proportion=0.04098, over 7261.17 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3295, pruned_loss=0.09433, over 2474883.70 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07208, over 22507.11 utterances.], batch size: 48, lr: 6.13e-04
2022-08-22 18:35:52,610 INFO [train.py:927] (7/8) Epoch 5, batch 6100, giga_loss[loss=0.2838, simple_loss=0.3366, pruned_loss=0.1154, over 12353.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1953, over 365.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3282, pruned_loss=0.09206, over 2474258.81 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07572, over 20880.99 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3154, pruned_loss=0.073, over 2368545.66 frames. utt_duration=1297 frames, utt_pad_proportion=0.04467, over 7310.86 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3305, pruned_loss=0.09459, over 2475013.70 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07603, over 22541.75 utterances.], batch size: 365, lr: 6.13e-04
2022-08-22 18:37:37,325 INFO [train.py:927] (7/8) Epoch 5, batch 6150, giga_loss[loss=0.2052, simple_loss=0.2916, pruned_loss=0.05936, over 12267.00 frames. utt_duration=1889 frames, utt_pad_proportion=0.05571, over 26.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3287, pruned_loss=0.09293, over 2473511.53 frames. utt_duration=462 frames, utt_pad_proportion=0.07954, over 21483.45 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3155, pruned_loss=0.07306, over 2369514.52 frames. utt_duration=1298 frames, utt_pad_proportion=0.0443, over 7307.77 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3306, pruned_loss=0.09505, over 2474176.00 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07975, over 22921.20 utterances.], batch size: 26, lr: 6.13e-04
2022-08-22 18:39:16,829 INFO [train.py:927] (7/8) Epoch 5, batch 6200, giga_loss[loss=0.3007, simple_loss=0.3653, pruned_loss=0.118, over 12335.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03052, over 91.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3304, pruned_loss=0.09387, over 2473387.24 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07469, over 20841.87 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3158, pruned_loss=0.07297, over 2373428.95 frames. utt_duration=1290 frames, utt_pad_proportion=0.04784, over 7366.30 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3323, pruned_loss=0.09642, over 2474098.17 frames. utt_duration=442.2 frames, utt_pad_proportion=0.0746, over 22456.24 utterances.], batch size: 91, lr: 6.13e-04
2022-08-22 18:41:07,425 INFO [train.py:927] (7/8) Epoch 5, batch 6250, giga_loss[loss=0.2827, simple_loss=0.3519, pruned_loss=0.1067, over 12426.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04194, over 146.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3321, pruned_loss=0.09534, over 2472720.58 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07508, over 21044.99 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3154, pruned_loss=0.07283, over 2375357.95 frames. utt_duration=1295 frames, utt_pad_proportion=0.04692, over 7346.36 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3342, pruned_loss=0.09799, over 2473762.46 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07545, over 22660.12 utterances.], batch size: 146, lr: 6.13e-04
2022-08-22 18:42:51,481 INFO [train.py:927] (7/8) Epoch 5, batch 6300, giga_loss[loss=0.2723, simple_loss=0.3539, pruned_loss=0.0953, over 12391.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03681, over 113.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3315, pruned_loss=0.09482, over 2473186.89 frames. utt_duration=489 frames, utt_pad_proportion=0.07298, over 20289.82 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3147, pruned_loss=0.07258, over 2378843.79 frames. utt_duration=1300 frames, utt_pad_proportion=0.04566, over 7326.49 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3344, pruned_loss=0.09789, over 2473924.27 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07416, over 22040.88 utterances.], batch size: 113, lr: 6.13e-04
2022-08-22 18:44:40,588 INFO [train.py:927] (7/8) Epoch 5, batch 6350, giga_loss[loss=0.2491, simple_loss=0.328, pruned_loss=0.0851, over 12269.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.0276, over 54.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3339, pruned_loss=0.09567, over 2473783.23 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07492, over 21385.21 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3148, pruned_loss=0.07264, over 2379191.57 frames. utt_duration=1301 frames, utt_pad_proportion=0.04548, over 7323.86 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3361, pruned_loss=0.09811, over 2474462.53 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07577, over 22810.72 utterances.], batch size: 54, lr: 6.13e-04
2022-08-22 18:46:25,245 INFO [train.py:927] (7/8) Epoch 5, batch 6400, giga_loss[loss=0.286, simple_loss=0.3418, pruned_loss=0.1151, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05499, over 162.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3327, pruned_loss=0.0956, over 2473527.03 frames. utt_duration=448.4 frames, utt_pad_proportion=0.0789, over 22138.76 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3149, pruned_loss=0.07272, over 2380621.40 frames. utt_duration=1303 frames, utt_pad_proportion=0.04475, over 7315.45 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3347, pruned_loss=0.09784, over 2474427.39 frames. utt_duration=422.6 frames, utt_pad_proportion=0.07964, over 23503.44 utterances.], batch size: 162, lr: 6.13e-04
2022-08-22 18:48:10,381 INFO [train.py:927] (7/8) Epoch 5, batch 6450, giga_loss[loss=0.2663, simple_loss=0.3348, pruned_loss=0.09887, over 12457.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02883, over 80.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.331, pruned_loss=0.09491, over 2473444.78 frames. utt_duration=452.9 frames, utt_pad_proportion=0.08013, over 21914.19 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3152, pruned_loss=0.07283, over 2382437.37 frames. utt_duration=1295 frames, utt_pad_proportion=0.0461, over 7369.75 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3326, pruned_loss=0.09699, over 2474168.85 frames. utt_duration=428 frames, utt_pad_proportion=0.08053, over 23201.04 utterances.], batch size: 80, lr: 6.12e-04
2022-08-22 18:49:52,653 INFO [train.py:927] (7/8) Epoch 5, batch 6500, giga_loss[loss=0.2466, simple_loss=0.3145, pruned_loss=0.08933, over 12263.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03037, over 45.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3314, pruned_loss=0.09575, over 2473208.83 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08235, over 21980.39 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3154, pruned_loss=0.07298, over 2384527.27 frames. utt_duration=1283 frames, utt_pad_proportion=0.05064, over 7442.83 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3329, pruned_loss=0.09779, over 2473932.48 frames. utt_duration=426.6 frames, utt_pad_proportion=0.0817, over 23275.94 utterances.], batch size: 45, lr: 6.12e-04
2022-08-22 18:51:35,412 INFO [train.py:927] (7/8) Epoch 5, batch 6550, giga_loss[loss=0.2811, simple_loss=0.3486, pruned_loss=0.1068, over 12446.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03513, over 98.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.333, pruned_loss=0.09744, over 2473119.92 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08289, over 22225.11 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3154, pruned_loss=0.0731, over 2386966.18 frames. utt_duration=1274 frames, utt_pad_proportion=0.05334, over 7502.82 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3347, pruned_loss=0.09963, over 2473869.65 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08199, over 23615.40 utterances.], batch size: 98, lr: 6.12e-04
2022-08-22 18:53:19,151 INFO [train.py:927] (7/8) Epoch 5, batch 6600, giga_loss[loss=0.3235, simple_loss=0.3777, pruned_loss=0.1347, over 12373.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05007, over 161.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3342, pruned_loss=0.09901, over 2473434.29 frames. utt_duration=441.5 frames, utt_pad_proportion=0.08082, over 22483.87 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3153, pruned_loss=0.07307, over 2388225.25 frames. utt_duration=1277 frames, utt_pad_proportion=0.05274, over 7492.33 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3359, pruned_loss=0.1011, over 2474041.28 frames. utt_duration=417.6 frames, utt_pad_proportion=0.08049, over 23781.31 utterances.], batch size: 161, lr: 6.12e-04
2022-08-22 18:55:06,236 INFO [train.py:927] (7/8) Epoch 5, batch 6650, giga_loss[loss=0.3704, simple_loss=0.4004, pruned_loss=0.1702, over 12369.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.1118, over 260.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3347, pruned_loss=0.09914, over 2474110.20 frames. utt_duration=447 frames, utt_pad_proportion=0.07706, over 22212.03 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3152, pruned_loss=0.07294, over 2389018.32 frames. utt_duration=1279 frames, utt_pad_proportion=0.05235, over 7480.43 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3362, pruned_loss=0.1011, over 2474637.71 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07713, over 23368.74 utterances.], batch size: 260, lr: 6.12e-04
2022-08-22 18:56:48,908 INFO [train.py:927] (7/8) Epoch 5, batch 6700, giga_loss[loss=0.2418, simple_loss=0.316, pruned_loss=0.08385, over 12347.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03272, over 58.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3344, pruned_loss=0.09898, over 2475275.61 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07935, over 22155.96 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3148, pruned_loss=0.0727, over 2392142.90 frames. utt_duration=1285 frames, utt_pad_proportion=0.05106, over 7457.86 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3367, pruned_loss=0.1016, over 2475553.96 frames. utt_duration=421 frames, utt_pad_proportion=0.07998, over 23602.31 utterances.], batch size: 58, lr: 6.12e-04
2022-08-22 18:58:30,777 INFO [train.py:927] (7/8) Epoch 5, batch 6750, libri_loss[loss=0.2447, simple_loss=0.3386, pruned_loss=0.07539, over 12372.00 frames. utt_duration=763 frames, utt_pad_proportion=0.132, over 65.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3354, pruned_loss=0.0994, over 2475653.55 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0743, over 21438.82 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3145, pruned_loss=0.07258, over 2394046.99 frames. utt_duration=1283 frames, utt_pad_proportion=0.05098, over 7470.64 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3379, pruned_loss=0.1022, over 2476012.68 frames. utt_duration=434 frames, utt_pad_proportion=0.07531, over 22901.14 utterances.], batch size: 65, lr: 6.12e-04
2022-08-22 19:00:13,838 INFO [train.py:927] (7/8) Epoch 5, batch 6800, giga_loss[loss=0.2421, simple_loss=0.3268, pruned_loss=0.07867, over 12309.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02925, over 74.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3352, pruned_loss=0.09892, over 2475203.94 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0721, over 20923.25 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3143, pruned_loss=0.07265, over 2397259.26 frames. utt_duration=1270 frames, utt_pad_proportion=0.05488, over 7559.43 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3383, pruned_loss=0.1022, over 2475821.64 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07229, over 22590.21 utterances.], batch size: 74, lr: 6.11e-04
2022-08-22 19:01:53,984 INFO [train.py:927] (7/8) Epoch 5, batch 6850, giga_loss[loss=0.2583, simple_loss=0.3344, pruned_loss=0.09109, over 12402.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03989, over 133.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3347, pruned_loss=0.09799, over 2474763.80 frames. utt_duration=485 frames, utt_pad_proportion=0.06966, over 20472.17 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3141, pruned_loss=0.07274, over 2397984.20 frames. utt_duration=1274 frames, utt_pad_proportion=0.05446, over 7538.12 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3376, pruned_loss=0.1009, over 2475659.79 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07018, over 21992.87 utterances.], batch size: 133, lr: 6.11e-04
2022-08-22 19:03:34,928 INFO [train.py:927] (7/8) Epoch 5, batch 6900, libri_loss[loss=0.261, simple_loss=0.3482, pruned_loss=0.08684, over 12393.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008492, over 38.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.333, pruned_loss=0.09636, over 2475011.66 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06982, over 20424.96 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3139, pruned_loss=0.07262, over 2400740.01 frames. utt_duration=1277 frames, utt_pad_proportion=0.05313, over 7529.69 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3361, pruned_loss=0.09954, over 2475628.26 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07078, over 22053.13 utterances.], batch size: 38, lr: 6.11e-04
2022-08-22 19:05:13,572 INFO [train.py:927] (7/8) Epoch 5, batch 6950, giga_loss[loss=0.2747, simple_loss=0.3448, pruned_loss=0.1023, over 12369.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06019, over 182.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3338, pruned_loss=0.09636, over 2474027.89 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06731, over 20521.87 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3134, pruned_loss=0.07226, over 2402434.97 frames. utt_duration=1276 frames, utt_pad_proportion=0.05308, over 7537.07 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3373, pruned_loss=0.09997, over 2475287.48 frames. utt_duration=446.9 frames, utt_pad_proportion=0.06842, over 22229.13 utterances.], batch size: 182, lr: 6.11e-04
2022-08-22 19:06:59,394 INFO [train.py:927] (7/8) Epoch 5, batch 7000, giga_loss[loss=0.2646, simple_loss=0.3384, pruned_loss=0.09536, over 12339.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.03071, over 66.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3336, pruned_loss=0.09718, over 2474154.94 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06931, over 20645.73 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.313, pruned_loss=0.07223, over 2403811.01 frames. utt_duration=1280 frames, utt_pad_proportion=0.05211, over 7517.77 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3372, pruned_loss=0.1006, over 2475489.00 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07045, over 22308.79 utterances.], batch size: 66, lr: 6.11e-04
2022-08-22 19:08:43,199 INFO [train.py:927] (7/8) Epoch 5, batch 7050, giga_loss[loss=0.2827, simple_loss=0.3522, pruned_loss=0.1066, over 12435.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.0379, over 105.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3351, pruned_loss=0.09836, over 2474340.53 frames. utt_duration=471.5 frames, utt_pad_proportion=0.0743, over 21055.76 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3135, pruned_loss=0.07232, over 2405036.40 frames. utt_duration=1282 frames, utt_pad_proportion=0.0514, over 7515.51 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3378, pruned_loss=0.1014, over 2475536.03 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07516, over 22604.36 utterances.], batch size: 105, lr: 6.11e-04
2022-08-22 19:10:24,628 INFO [train.py:927] (7/8) Epoch 5, batch 7100, giga_loss[loss=0.3147, simple_loss=0.3668, pruned_loss=0.1313, over 12381.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07423, over 212.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3364, pruned_loss=0.09994, over 2473649.77 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07925, over 22125.43 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3132, pruned_loss=0.07212, over 2407387.39 frames. utt_duration=1283 frames, utt_pad_proportion=0.05021, over 7512.16 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3397, pruned_loss=0.1036, over 2474928.24 frames. utt_duration=415.4 frames, utt_pad_proportion=0.08028, over 23916.05 utterances.], batch size: 212, lr: 6.11e-04
2022-08-22 19:12:11,400 INFO [train.py:927] (7/8) Epoch 5, batch 7150, giga_loss[loss=0.2623, simple_loss=0.3356, pruned_loss=0.09454, over 12257.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02851, over 54.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3356, pruned_loss=0.09875, over 2473385.56 frames. utt_duration=454 frames, utt_pad_proportion=0.07652, over 21861.54 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3129, pruned_loss=0.072, over 2409845.07 frames. utt_duration=1289 frames, utt_pad_proportion=0.04907, over 7486.87 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3395, pruned_loss=0.1028, over 2474578.28 frames. utt_duration=416.3 frames, utt_pad_proportion=0.07811, over 23859.34 utterances.], batch size: 54, lr: 6.10e-04
2022-08-22 19:13:54,009 INFO [train.py:927] (7/8) Epoch 5, batch 7200, giga_loss[loss=0.301, simple_loss=0.3633, pruned_loss=0.1194, over 12417.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05552, over 162.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3345, pruned_loss=0.09779, over 2473510.10 frames. utt_duration=467.9 frames, utt_pad_proportion=0.0747, over 21213.48 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3123, pruned_loss=0.07178, over 2411007.18 frames. utt_duration=1295 frames, utt_pad_proportion=0.04836, over 7456.94 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3385, pruned_loss=0.1018, over 2474825.43 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07648, over 23138.25 utterances.], batch size: 162, lr: 6.10e-04
2022-08-22 19:15:41,212 INFO [train.py:927] (7/8) Epoch 5, batch 7250, giga_loss[loss=0.288, simple_loss=0.3478, pruned_loss=0.114, over 12364.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03991, over 145.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3323, pruned_loss=0.09715, over 2473942.97 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07587, over 21181.52 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3123, pruned_loss=0.07171, over 2411696.11 frames. utt_duration=1296 frames, utt_pad_proportion=0.04797, over 7454.36 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3357, pruned_loss=0.1006, over 2474924.49 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07737, over 22808.65 utterances.], batch size: 145, lr: 6.10e-04
2022-08-22 19:17:26,022 INFO [train.py:927] (7/8) Epoch 5, batch 7300, giga_loss[loss=0.2626, simple_loss=0.3268, pruned_loss=0.09916, over 12455.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.04025, over 26.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3293, pruned_loss=0.09597, over 2473886.81 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07738, over 21422.03 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3119, pruned_loss=0.07146, over 2413510.20 frames. utt_duration=1297 frames, utt_pad_proportion=0.04694, over 7450.78 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3328, pruned_loss=0.09956, over 2474694.58 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07898, over 23088.55 utterances.], batch size: 26, lr: 6.10e-04
2022-08-22 19:19:12,711 INFO [train.py:927] (7/8) Epoch 5, batch 7350, giga_loss[loss=0.2184, simple_loss=0.3047, pruned_loss=0.06605, over 12324.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.0257, over 45.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.328, pruned_loss=0.09568, over 2473740.73 frames. utt_duration=442.2 frames, utt_pad_proportion=0.08162, over 22449.63 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.312, pruned_loss=0.07134, over 2414261.98 frames. utt_duration=1299 frames, utt_pad_proportion=0.04642, over 7444.99 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3308, pruned_loss=0.09894, over 2474511.20 frames. utt_duration=414.5 frames, utt_pad_proportion=0.08286, over 23964.06 utterances.], batch size: 45, lr: 6.10e-04
2022-08-22 19:20:57,121 INFO [train.py:927] (7/8) Epoch 5, batch 7400, libri_loss[loss=0.2576, simple_loss=0.3415, pruned_loss=0.08687, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01502, over 40.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3268, pruned_loss=0.09201, over 2474273.13 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07702, over 22764.41 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3117, pruned_loss=0.07117, over 2415481.65 frames. utt_duration=1304 frames, utt_pad_proportion=0.04565, over 7420.25 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3297, pruned_loss=0.09527, over 2475102.79 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07866, over 24346.81 utterances.], batch size: 40, lr: 6.10e-04
2022-08-22 19:22:40,701 INFO [train.py:927] (7/8) Epoch 5, batch 7450, libri_loss[loss=0.2296, simple_loss=0.3156, pruned_loss=0.07181, over 12300.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006396, over 35.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3246, pruned_loss=0.08835, over 2475363.26 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07058, over 22573.89 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3119, pruned_loss=0.07127, over 2417767.21 frames. utt_duration=1302 frames, utt_pad_proportion=0.04463, over 7435.33 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3273, pruned_loss=0.09148, over 2475824.10 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07287, over 24307.42 utterances.], batch size: 35, lr: 6.10e-04
2022-08-22 19:24:23,942 INFO [train.py:927] (7/8) Epoch 5, batch 7500, giga_loss[loss=0.2068, simple_loss=0.302, pruned_loss=0.05583, over 12343.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03288, over 62.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3227, pruned_loss=0.08481, over 2475146.38 frames. utt_duration=442.3 frames, utt_pad_proportion=0.06998, over 22457.27 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3121, pruned_loss=0.07135, over 2419150.90 frames. utt_duration=1304 frames, utt_pad_proportion=0.04359, over 7430.35 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.325, pruned_loss=0.08767, over 2475829.58 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07241, over 24289.79 utterances.], batch size: 62, lr: 6.10e-04
2022-08-22 19:26:05,730 INFO [train.py:927] (7/8) Epoch 5, batch 7550, giga_loss[loss=0.2348, simple_loss=0.3159, pruned_loss=0.07683, over 12435.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03754, over 133.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3213, pruned_loss=0.08274, over 2475368.39 frames. utt_duration=434.5 frames, utt_pad_proportion=0.06987, over 22862.35 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3115, pruned_loss=0.07109, over 2420579.40 frames. utt_duration=1309 frames, utt_pad_proportion=0.04294, over 7404.84 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3239, pruned_loss=0.08559, over 2476134.22 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07218, over 24776.86 utterances.], batch size: 133, lr: 6.09e-04
2022-08-22 19:27:47,741 INFO [train.py:927] (7/8) Epoch 5, batch 7600, giga_loss[loss=0.2616, simple_loss=0.3191, pruned_loss=0.1021, over 12370.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09829, over 256.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.319, pruned_loss=0.08068, over 2475250.05 frames. utt_duration=433.4 frames, utt_pad_proportion=0.06786, over 22924.23 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3116, pruned_loss=0.07113, over 2421999.61 frames. utt_duration=1314 frames, utt_pad_proportion=0.04187, over 7382.20 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3213, pruned_loss=0.08325, over 2476246.96 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07035, over 24973.63 utterances.], batch size: 256, lr: 6.09e-04
2022-08-22 19:29:31,122 INFO [train.py:927] (7/8) Epoch 5, batch 7650, giga_loss[loss=0.2476, simple_loss=0.326, pruned_loss=0.08458, over 12222.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03307, over 45.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.318, pruned_loss=0.07986, over 2475451.28 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06971, over 23577.72 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3114, pruned_loss=0.07105, over 2422452.05 frames. utt_duration=1316 frames, utt_pad_proportion=0.04159, over 7369.41 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.32, pruned_loss=0.08204, over 2476283.82 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07165, over 25342.56 utterances.], batch size: 45, lr: 6.09e-04
2022-08-22 19:31:13,734 INFO [train.py:927] (7/8) Epoch 5, batch 7700, giga_loss[loss=0.2044, simple_loss=0.2931, pruned_loss=0.05782, over 12352.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.0296, over 91.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3156, pruned_loss=0.07762, over 2476139.52 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06914, over 23736.68 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3113, pruned_loss=0.07099, over 2423267.08 frames. utt_duration=1319 frames, utt_pad_proportion=0.04113, over 7356.92 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3173, pruned_loss=0.0795, over 2476788.10 frames. utt_duration=392 frames, utt_pad_proportion=0.07094, over 25369.86 utterances.], batch size: 91, lr: 6.09e-04
2022-08-22 19:32:56,215 INFO [train.py:927] (7/8) Epoch 5, batch 7750, giga_loss[loss=0.2121, simple_loss=0.299, pruned_loss=0.06257, over 12439.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05058, over 162.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3112, pruned_loss=0.07486, over 2476376.23 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06622, over 24202.08 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3112, pruned_loss=0.07101, over 2423424.75 frames. utt_duration=1320 frames, utt_pad_proportion=0.04098, over 7352.14 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3126, pruned_loss=0.07635, over 2476972.88 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06784, over 25553.54 utterances.], batch size: 162, lr: 6.09e-04
2022-08-22 19:34:41,289 INFO [train.py:927] (7/8) Epoch 5, batch 7800, giga_loss[loss=0.2377, simple_loss=0.3216, pruned_loss=0.07696, over 12408.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.02793, over 58.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3105, pruned_loss=0.07454, over 2476583.51 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06863, over 24755.24 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3118, pruned_loss=0.07123, over 2424179.91 frames. utt_duration=1318 frames, utt_pad_proportion=0.04083, over 7365.81 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3111, pruned_loss=0.07557, over 2477086.70 frames. utt_duration=382 frames, utt_pad_proportion=0.06993, over 26034.06 utterances.], batch size: 58, lr: 6.09e-04
2022-08-22 19:36:41,338 INFO [train.py:927] (7/8) Epoch 5, batch 7850, giga_loss[loss=0.2788, simple_loss=0.3403, pruned_loss=0.1086, over 12388.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3133, pruned_loss=0.07468, over 2476519.71 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07277, over 25278.66 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3133, pruned_loss=0.07182, over 2424919.15 frames. utt_duration=1318 frames, utt_pad_proportion=0.04051, over 7370.26 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3126, pruned_loss=0.07505, over 2476953.53 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07383, over 26533.53 utterances.], batch size: 258, lr: 6.09e-04
2022-08-22 19:38:39,993 INFO [train.py:927] (7/8) Epoch 5, batch 7900, giga_loss[loss=0.2163, simple_loss=0.2857, pruned_loss=0.07347, over 12392.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09771, over 256.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3105, pruned_loss=0.07348, over 2476841.21 frames. utt_duration=384.8 frames, utt_pad_proportion=0.07466, over 25837.61 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3132, pruned_loss=0.07179, over 2425027.55 frames. utt_duration=1319 frames, utt_pad_proportion=0.04036, over 7364.40 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.31, pruned_loss=0.07381, over 2477297.57 frames. utt_duration=369.8 frames, utt_pad_proportion=0.07546, over 26893.82 utterances.], batch size: 256, lr: 6.08e-04
2022-08-22 19:40:45,459 INFO [train.py:927] (7/8) Epoch 5, batch 7950, libri_loss[loss=0.2212, simple_loss=0.3135, pruned_loss=0.06451, over 12439.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006879, over 35.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3088, pruned_loss=0.07149, over 2476719.75 frames. utt_duration=384.2 frames, utt_pad_proportion=0.07541, over 25877.22 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3133, pruned_loss=0.0717, over 2425784.04 frames. utt_duration=1321 frames, utt_pad_proportion=0.03974, over 7353.21 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3083, pruned_loss=0.07185, over 2477330.89 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07633, over 27069.85 utterances.], batch size: 35, lr: 6.08e-04
2022-08-22 19:42:45,349 INFO [train.py:927] (7/8) Epoch 5, batch 8000, giga_loss[loss=0.1844, simple_loss=0.2766, pruned_loss=0.04607, over 12326.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03255, over 70.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3068, pruned_loss=0.07088, over 2477672.23 frames. utt_duration=394 frames, utt_pad_proportion=0.07402, over 25236.35 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3133, pruned_loss=0.07177, over 2427059.34 frames. utt_duration=1311 frames, utt_pad_proportion=0.04369, over 7412.39 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3063, pruned_loss=0.0711, over 2478147.93 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07414, over 26540.64 utterances.], batch size: 70, lr: 6.08e-04
2022-08-22 19:44:40,691 INFO [train.py:927] (7/8) Epoch 5, batch 8050, giga_loss[loss=0.2241, simple_loss=0.3049, pruned_loss=0.07166, over 12424.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03016, over 80.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.306, pruned_loss=0.07069, over 2477763.12 frames. utt_duration=387.1 frames, utt_pad_proportion=0.07429, over 25688.37 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3132, pruned_loss=0.07187, over 2427734.81 frames. utt_duration=1314 frames, utt_pad_proportion=0.043, over 7401.21 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3055, pruned_loss=0.07075, over 2478437.02 frames. utt_duration=367.7 frames, utt_pad_proportion=0.07467, over 27056.01 utterances.], batch size: 80, lr: 6.08e-04
2022-08-22 19:46:57,015 INFO [train.py:927] (7/8) Epoch 5, batch 8100, giga_loss[loss=0.2163, simple_loss=0.2931, pruned_loss=0.06975, over 12428.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07347, over 213.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3046, pruned_loss=0.0691, over 2476966.32 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07218, over 25203.46 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3132, pruned_loss=0.07177, over 2428348.18 frames. utt_duration=1315 frames, utt_pad_proportion=0.04248, over 7395.21 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3042, pruned_loss=0.06921, over 2477600.09 frames. utt_duration=375 frames, utt_pad_proportion=0.07281, over 26517.01 utterances.], batch size: 213, lr: 6.08e-04
2022-08-22 19:48:58,772 INFO [train.py:927] (7/8) Epoch 5, batch 8150, giga_loss[loss=0.2461, simple_loss=0.3399, pruned_loss=0.07616, over 12361.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02942, over 91.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3041, pruned_loss=0.0684, over 2476748.86 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06968, over 24549.65 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3128, pruned_loss=0.0715, over 2428865.29 frames. utt_duration=1319 frames, utt_pad_proportion=0.04186, over 7374.44 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3039, pruned_loss=0.06866, over 2477650.83 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07058, over 25909.68 utterances.], batch size: 91, lr: 6.08e-04
2022-08-22 19:51:01,919 INFO [train.py:927] (7/8) Epoch 5, batch 8200, giga_loss[loss=0.2176, simple_loss=0.3019, pruned_loss=0.06668, over 12402.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07053, over 212.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.306, pruned_loss=0.06724, over 2477175.27 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07215, over 25266.68 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3126, pruned_loss=0.07135, over 2429528.39 frames. utt_duration=1320 frames, utt_pad_proportion=0.0414, over 7367.92 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3059, pruned_loss=0.06752, over 2477942.93 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07292, over 26573.38 utterances.], batch size: 212, lr: 6.08e-04
2022-08-22 19:53:09,436 INFO [train.py:927] (7/8) Epoch 5, batch 8250, giga_loss[loss=0.2357, simple_loss=0.3173, pruned_loss=0.07701, over 12377.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3065, pruned_loss=0.06644, over 2477273.22 frames. utt_duration=401 frames, utt_pad_proportion=0.07134, over 24783.61 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3128, pruned_loss=0.07137, over 2430493.93 frames. utt_duration=1325 frames, utt_pad_proportion=0.04068, over 7344.02 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3061, pruned_loss=0.06656, over 2478080.66 frames. utt_duration=379.3 frames, utt_pad_proportion=0.07232, over 26221.08 utterances.], batch size: 91, lr: 6.07e-04
2022-08-22 19:55:10,491 INFO [train.py:927] (7/8) Epoch 5, batch 8300, giga_loss[loss=0.2203, simple_loss=0.3051, pruned_loss=0.06776, over 12433.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03236, over 80.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3092, pruned_loss=0.06678, over 2476874.01 frames. utt_duration=428 frames, utt_pad_proportion=0.06564, over 23212.65 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3156, pruned_loss=0.07151, over 2431919.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.03935, over 7319.80 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3063, pruned_loss=0.06659, over 2478102.65 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06748, over 25084.95 utterances.], batch size: 80, lr: 6.07e-04
2022-08-22 19:57:36,536 INFO [train.py:927] (7/8) Epoch 5, batch 8350, giga_loss[loss=0.2294, simple_loss=0.3092, pruned_loss=0.0748, over 12376.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04266, over 133.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3094, pruned_loss=0.06811, over 2477036.93 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06816, over 23300.82 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3159, pruned_loss=0.07165, over 2433726.57 frames. utt_duration=1308 frames, utt_pad_proportion=0.04488, over 7448.96 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3067, pruned_loss=0.06771, over 2477984.81 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06845, over 25279.04 utterances.], batch size: 133, lr: 6.07e-04
2022-08-22 19:59:45,956 INFO [train.py:927] (7/8) Epoch 5, batch 8400, giga_loss[loss=0.2149, simple_loss=0.2985, pruned_loss=0.06567, over 12417.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05768, over 182.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3068, pruned_loss=0.06746, over 2477700.75 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06857, over 23849.01 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3161, pruned_loss=0.07189, over 2434178.13 frames. utt_duration=1295 frames, utt_pad_proportion=0.04872, over 7525.09 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3043, pruned_loss=0.06689, over 2478431.39 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06789, over 25488.34 utterances.], batch size: 182, lr: 6.07e-04
2022-08-22 20:01:49,487 INFO [train.py:927] (7/8) Epoch 5, batch 8450, giga_loss[loss=0.2295, simple_loss=0.3186, pruned_loss=0.07016, over 12415.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04818, over 161.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3072, pruned_loss=0.06808, over 2477785.31 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06639, over 24050.67 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3157, pruned_loss=0.07177, over 2434751.89 frames. utt_duration=1298 frames, utt_pad_proportion=0.04818, over 7510.32 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3055, pruned_loss=0.06767, over 2478430.93 frames. utt_duration=389 frames, utt_pad_proportion=0.06617, over 25560.94 utterances.], batch size: 161, lr: 6.07e-04
2022-08-22 20:03:53,521 INFO [train.py:927] (7/8) Epoch 5, batch 8500, libri_loss[loss=0.222, simple_loss=0.3021, pruned_loss=0.07092, over 12446.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006242, over 32.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3061, pruned_loss=0.06833, over 2477928.44 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06403, over 23884.09 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3156, pruned_loss=0.07169, over 2436048.10 frames. utt_duration=1292 frames, utt_pad_proportion=0.04878, over 7553.20 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3046, pruned_loss=0.06797, over 2478417.71 frames. utt_duration=390.3 frames, utt_pad_proportion=0.064, over 25477.62 utterances.], batch size: 32, lr: 6.07e-04
2022-08-22 20:05:57,930 INFO [train.py:927] (7/8) Epoch 5, batch 8550, giga_loss[loss=0.2198, simple_loss=0.3121, pruned_loss=0.06372, over 12465.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.03168, over 92.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3065, pruned_loss=0.06894, over 2478404.81 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06576, over 24221.48 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3157, pruned_loss=0.07168, over 2436907.42 frames. utt_duration=1290 frames, utt_pad_proportion=0.04893, over 7565.21 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.305, pruned_loss=0.0686, over 2478777.35 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06569, over 25757.81 utterances.], batch size: 92, lr: 6.07e-04
2022-08-22 20:08:19,809 INFO [train.py:927] (7/8) Epoch 5, batch 8600, libri_loss[loss=0.2158, simple_loss=0.3124, pruned_loss=0.05961, over 12228.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.029, over 45.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3071, pruned_loss=0.06854, over 2478261.93 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06387, over 23869.54 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3156, pruned_loss=0.07153, over 2437423.40 frames. utt_duration=1289 frames, utt_pad_proportion=0.04811, over 7573.04 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3058, pruned_loss=0.06833, over 2479060.04 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06428, over 25477.44 utterances.], batch size: 45, lr: 6.07e-04
2022-08-22 20:10:28,269 INFO [train.py:927] (7/8) Epoch 5, batch 8650, giga_loss[loss=0.2149, simple_loss=0.2959, pruned_loss=0.06694, over 12453.00 frames. utt_duration=442.2 frames, utt_pad_proportion=0.0323, over 113.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3057, pruned_loss=0.06886, over 2478172.70 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06413, over 24136.09 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3157, pruned_loss=0.07161, over 2438035.77 frames. utt_duration=1275 frames, utt_pad_proportion=0.05286, over 7659.98 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3042, pruned_loss=0.06853, over 2479609.99 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06339, over 25912.80 utterances.], batch size: 113, lr: 6.06e-04
2022-08-22 20:12:26,199 INFO [train.py:927] (7/8) Epoch 5, batch 8700, giga_loss[loss=0.2354, simple_loss=0.3133, pruned_loss=0.07875, over 12426.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02993, over 80.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3028, pruned_loss=0.06767, over 2478102.87 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06186, over 23392.23 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3157, pruned_loss=0.07154, over 2439462.48 frames. utt_duration=1271 frames, utt_pad_proportion=0.05249, over 7688.49 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3012, pruned_loss=0.06731, over 2479410.97 frames. utt_duration=391.9 frames, utt_pad_proportion=0.0616, over 25379.64 utterances.], batch size: 80, lr: 6.06e-04
2022-08-22 20:14:21,421 INFO [train.py:927] (7/8) Epoch 5, batch 8750, giga_loss[loss=0.1937, simple_loss=0.284, pruned_loss=0.05167, over 12311.00 frames. utt_duration=850.1 frames, utt_pad_proportion=0.03503, over 58.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3011, pruned_loss=0.06713, over 2476879.58 frames. utt_duration=429.2 frames, utt_pad_proportion=0.06233, over 23150.14 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3143, pruned_loss=0.07097, over 2440495.35 frames. utt_duration=1276 frames, utt_pad_proportion=0.05108, over 7659.75 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3006, pruned_loss=0.06722, over 2478556.82 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06256, over 25438.71 utterances.], batch size: 58, lr: 6.06e-04
2022-08-22 20:16:25,625 INFO [train.py:927] (7/8) Epoch 5, batch 8800, giga_loss[loss=0.2121, simple_loss=0.2925, pruned_loss=0.06582, over 12382.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04595, over 146.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2994, pruned_loss=0.06577, over 2476697.77 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06411, over 23877.65 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3142, pruned_loss=0.07098, over 2440764.21 frames. utt_duration=1279 frames, utt_pad_proportion=0.05034, over 7642.67 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2987, pruned_loss=0.06574, over 2478434.15 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06444, over 26004.85 utterances.], batch size: 146, lr: 6.06e-04
2022-08-22 20:18:42,206 INFO [train.py:927] (7/8) Epoch 5, batch 8850, libri_loss[loss=0.3124, simple_loss=0.4067, pruned_loss=0.109, over 12331.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007018, over 33.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3003, pruned_loss=0.06597, over 2476399.48 frames. utt_duration=431.7 frames, utt_pad_proportion=0.06123, over 23008.50 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3153, pruned_loss=0.07121, over 2441688.98 frames. utt_duration=1285 frames, utt_pad_proportion=0.04944, over 7610.97 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2984, pruned_loss=0.06557, over 2477762.28 frames. utt_duration=396 frames, utt_pad_proportion=0.06203, over 25100.90 utterances.], batch size: 33, lr: 6.06e-04
2022-08-22 20:20:43,405 INFO [train.py:927] (7/8) Epoch 5, batch 8900, giga_loss[loss=0.2279, simple_loss=0.3049, pruned_loss=0.07542, over 12380.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06089, over 182.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3018, pruned_loss=0.067, over 2476819.95 frames. utt_duration=431.2 frames, utt_pad_proportion=0.06106, over 23040.84 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3161, pruned_loss=0.0713, over 2443032.79 frames. utt_duration=1288 frames, utt_pad_proportion=0.04833, over 7593.03 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.299, pruned_loss=0.06642, over 2477958.66 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06218, over 25347.69 utterances.], batch size: 182, lr: 6.06e-04
2022-08-22 20:22:43,237 INFO [train.py:927] (7/8) Epoch 5, batch 8950, giga_loss[loss=0.2352, simple_loss=0.3217, pruned_loss=0.0744, over 12438.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03926, over 40.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3005, pruned_loss=0.06621, over 2477272.80 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06173, over 23370.74 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3157, pruned_loss=0.07107, over 2443522.68 frames. utt_duration=1290 frames, utt_pad_proportion=0.04759, over 7585.15 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2983, pruned_loss=0.06587, over 2478354.61 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06283, over 25490.68 utterances.], batch size: 40, lr: 6.06e-04
2022-08-22 20:24:49,130 INFO [train.py:927] (7/8) Epoch 5, batch 9000, giga_loss[loss=0.2696, simple_loss=0.329, pruned_loss=0.1052, over 12405.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.302, pruned_loss=0.06645, over 2477715.35 frames. utt_duration=414 frames, utt_pad_proportion=0.06179, over 24009.56 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3157, pruned_loss=0.07107, over 2443522.68 frames. utt_duration=1290 frames, utt_pad_proportion=0.04759, over 7585.15 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3003, pruned_loss=0.06619, over 2478557.33 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06263, over 25659.54 utterances.], batch size: 258, lr: 6.05e-04
2022-08-22 20:24:49,131 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 20:25:05,691 INFO [train.py:967] (7/8) 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 20:27:00,720 INFO [train.py:927] (7/8) Epoch 5, batch 9050, giga_loss[loss=0.2236, simple_loss=0.3056, pruned_loss=0.07083, over 12408.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04374, over 146.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3031, pruned_loss=0.06718, over 2477140.08 frames. utt_duration=423.8 frames, utt_pad_proportion=0.05957, over 23448.18 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3155, pruned_loss=0.07108, over 2444096.19 frames. utt_duration=1286 frames, utt_pad_proportion=0.04795, over 7613.23 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3015, pruned_loss=0.0668, over 2478515.17 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06045, over 25335.38 utterances.], batch size: 146, lr: 6.05e-04
2022-08-22 20:29:05,954 INFO [train.py:927] (7/8) Epoch 5, batch 9100, giga_loss[loss=0.2478, simple_loss=0.3252, pruned_loss=0.08515, over 12399.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06991, over 211.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3017, pruned_loss=0.06652, over 2476874.01 frames. utt_duration=414.4 frames, utt_pad_proportion=0.0598, over 23980.22 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3156, pruned_loss=0.0712, over 2444099.83 frames. utt_duration=1287 frames, utt_pad_proportion=0.04756, over 7607.12 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3002, pruned_loss=0.06607, over 2478264.39 frames. utt_duration=388.1 frames, utt_pad_proportion=0.0606, over 25622.34 utterances.], batch size: 211, lr: 6.05e-04
2022-08-22 20:31:07,961 INFO [train.py:927] (7/8) Epoch 5, batch 9150, giga_loss[loss=0.2356, simple_loss=0.3143, pruned_loss=0.07849, over 12381.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05565, over 181.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3014, pruned_loss=0.06693, over 2477044.01 frames. utt_duration=418.2 frames, utt_pad_proportion=0.05979, over 23762.20 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3155, pruned_loss=0.07126, over 2444477.20 frames. utt_duration=1276 frames, utt_pad_proportion=0.05188, over 7670.17 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2999, pruned_loss=0.06641, over 2478533.12 frames. utt_duration=392.2 frames, utt_pad_proportion=0.05931, over 25356.06 utterances.], batch size: 181, lr: 6.05e-04
2022-08-22 20:33:14,248 INFO [train.py:927] (7/8) Epoch 5, batch 9200, giga_loss[loss=0.2515, simple_loss=0.3276, pruned_loss=0.08773, over 12445.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02621, over 122.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3022, pruned_loss=0.06683, over 2477180.98 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06072, over 24113.31 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3154, pruned_loss=0.07096, over 2444561.92 frames. utt_duration=1281 frames, utt_pad_proportion=0.05119, over 7639.96 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3009, pruned_loss=0.06659, over 2478839.48 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06049, over 25672.60 utterances.], batch size: 122, lr: 6.05e-04
2022-08-22 20:35:08,740 INFO [train.py:927] (7/8) Epoch 5, batch 9250, giga_loss[loss=0.1923, simple_loss=0.2827, pruned_loss=0.05099, over 12173.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03539, over 39.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3041, pruned_loss=0.06822, over 2477178.11 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06518, over 24310.38 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3147, pruned_loss=0.07069, over 2445960.99 frames. utt_duration=1276 frames, utt_pad_proportion=0.05402, over 7674.21 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.303, pruned_loss=0.06811, over 2478574.02 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06416, over 26199.96 utterances.], batch size: 39, lr: 6.05e-04
2022-08-22 20:37:15,210 INFO [train.py:927] (7/8) Epoch 5, batch 9300, giga_loss[loss=0.2272, simple_loss=0.3081, pruned_loss=0.07316, over 12429.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04874, over 147.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3044, pruned_loss=0.06809, over 2476444.49 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06676, over 24628.69 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3141, pruned_loss=0.07048, over 2445819.31 frames. utt_duration=1281 frames, utt_pad_proportion=0.05327, over 7644.95 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.304, pruned_loss=0.06815, over 2478199.02 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06608, over 26440.27 utterances.], batch size: 147, lr: 6.05e-04
2022-08-22 20:39:21,944 INFO [train.py:927] (7/8) Epoch 5, batch 9350, giga_loss[loss=0.2045, simple_loss=0.2937, pruned_loss=0.05771, over 12379.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04268, over 133.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3031, pruned_loss=0.06742, over 2476564.93 frames. utt_duration=409.5 frames, utt_pad_proportion=0.0658, over 24263.16 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3138, pruned_loss=0.0704, over 2446137.06 frames. utt_duration=1286 frames, utt_pad_proportion=0.05207, over 7615.94 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3027, pruned_loss=0.06746, over 2478529.83 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06574, over 26216.36 utterances.], batch size: 133, lr: 6.05e-04
2022-08-22 20:41:23,093 INFO [train.py:927] (7/8) Epoch 5, batch 9400, giga_loss[loss=0.2356, simple_loss=0.3222, pruned_loss=0.07452, over 12415.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05787, over 182.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3025, pruned_loss=0.06761, over 2476790.69 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06447, over 24743.36 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3138, pruned_loss=0.07062, over 2446545.95 frames. utt_duration=1289 frames, utt_pad_proportion=0.05149, over 7599.77 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3021, pruned_loss=0.06741, over 2478388.02 frames. utt_duration=374.9 frames, utt_pad_proportion=0.06469, over 26525.69 utterances.], batch size: 182, lr: 6.04e-04
2022-08-22 20:43:30,116 INFO [train.py:927] (7/8) Epoch 5, batch 9450, giga_loss[loss=0.2063, simple_loss=0.2961, pruned_loss=0.05822, over 12440.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02932, over 80.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3013, pruned_loss=0.06745, over 2476715.69 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06327, over 24121.19 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3135, pruned_loss=0.07076, over 2447697.94 frames. utt_duration=1292 frames, utt_pad_proportion=0.04981, over 7588.87 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3007, pruned_loss=0.06704, over 2478350.82 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06415, over 26342.53 utterances.], batch size: 80, lr: 6.04e-04
2022-08-22 20:45:35,122 INFO [train.py:927] (7/8) Epoch 5, batch 9500, giga_loss[loss=0.2465, simple_loss=0.3343, pruned_loss=0.07939, over 12402.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03834, over 113.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3004, pruned_loss=0.06606, over 2476784.87 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06471, over 23854.31 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3133, pruned_loss=0.07087, over 2448073.91 frames. utt_duration=1283 frames, utt_pad_proportion=0.05337, over 7642.50 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2999, pruned_loss=0.06557, over 2478268.37 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06453, over 25859.28 utterances.], batch size: 113, lr: 6.04e-04
2022-08-22 20:47:24,992 INFO [train.py:927] (7/8) Epoch 5, batch 9550, giga_loss[loss=0.2222, simple_loss=0.3081, pruned_loss=0.06819, over 12390.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03024, over 97.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.301, pruned_loss=0.06466, over 2477623.44 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06358, over 23478.72 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3134, pruned_loss=0.07093, over 2448446.11 frames. utt_duration=1284 frames, utt_pad_proportion=0.05295, over 7636.10 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3005, pruned_loss=0.06417, over 2478716.83 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06365, over 25207.06 utterances.], batch size: 97, lr: 6.04e-04
2022-08-22 20:49:35,922 INFO [train.py:927] (7/8) Epoch 5, batch 9600, giga_loss[loss=0.2229, simple_loss=0.3047, pruned_loss=0.07061, over 12389.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02719, over 91.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3007, pruned_loss=0.06435, over 2476708.76 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06382, over 23415.85 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3131, pruned_loss=0.07082, over 2448300.27 frames. utt_duration=1287 frames, utt_pad_proportion=0.05216, over 7615.50 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.3003, pruned_loss=0.06395, over 2478205.31 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06412, over 25077.24 utterances.], batch size: 91, lr: 6.04e-04
2022-08-22 20:51:49,413 INFO [train.py:927] (7/8) Epoch 5, batch 9650, giga_loss[loss=0.2151, simple_loss=0.3101, pruned_loss=0.06011, over 12384.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03988, over 113.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3013, pruned_loss=0.06416, over 2477222.08 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06637, over 23906.34 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3131, pruned_loss=0.07052, over 2449027.04 frames. utt_duration=1291 frames, utt_pad_proportion=0.0514, over 7595.38 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.3007, pruned_loss=0.06398, over 2478260.14 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06673, over 25529.94 utterances.], batch size: 113, lr: 6.04e-04
2022-08-22 20:54:06,714 INFO [train.py:927] (7/8) Epoch 5, batch 9700, giga_loss[loss=0.2579, simple_loss=0.3565, pruned_loss=0.07966, over 12377.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.029, over 58.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.304, pruned_loss=0.06525, over 2477280.55 frames. utt_duration=430.8 frames, utt_pad_proportion=0.06222, over 23065.42 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3131, pruned_loss=0.07063, over 2449235.08 frames. utt_duration=1295 frames, utt_pad_proportion=0.05045, over 7571.69 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3033, pruned_loss=0.06488, over 2478566.34 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06311, over 24748.32 utterances.], batch size: 58, lr: 6.04e-04
2022-08-22 20:56:27,693 INFO [train.py:927] (7/8) Epoch 5, batch 9750, giga_loss[loss=0.2158, simple_loss=0.2997, pruned_loss=0.0659, over 12464.00 frames. utt_duration=409.4 frames, utt_pad_proportion=0.02523, over 122.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3037, pruned_loss=0.06543, over 2476633.19 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06275, over 22972.74 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3131, pruned_loss=0.07064, over 2449482.45 frames. utt_duration=1297 frames, utt_pad_proportion=0.04965, over 7560.37 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.303, pruned_loss=0.06504, over 2477941.98 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06375, over 24620.25 utterances.], batch size: 122, lr: 6.04e-04
2022-08-22 20:58:37,965 INFO [train.py:927] (7/8) Epoch 5, batch 9800, giga_loss[loss=0.2116, simple_loss=0.3028, pruned_loss=0.06026, over 12415.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03555, over 113.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3015, pruned_loss=0.06419, over 2476107.54 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06614, over 23409.68 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3129, pruned_loss=0.07046, over 2449931.71 frames. utt_duration=1299 frames, utt_pad_proportion=0.04852, over 7553.53 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.3008, pruned_loss=0.06388, over 2477487.86 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06715, over 25158.81 utterances.], batch size: 113, lr: 6.03e-04
2022-08-22 21:00:40,187 INFO [train.py:927] (7/8) Epoch 5, batch 9850, giga_loss[loss=0.2013, simple_loss=0.2761, pruned_loss=0.06328, over 12333.00 frames. utt_duration=1335 frames, utt_pad_proportion=0.04324, over 37.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.3009, pruned_loss=0.06396, over 2476168.59 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06678, over 23771.08 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3126, pruned_loss=0.07025, over 2450141.38 frames. utt_duration=1302 frames, utt_pad_proportion=0.04782, over 7538.64 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.3004, pruned_loss=0.06378, over 2477538.68 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06779, over 25446.98 utterances.], batch size: 37, lr: 6.03e-04
2022-08-22 21:02:33,606 INFO [train.py:927] (7/8) Epoch 5, batch 9900, giga_loss[loss=0.2035, simple_loss=0.2935, pruned_loss=0.05678, over 12411.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03852, over 105.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3027, pruned_loss=0.06501, over 2476670.16 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06535, over 23591.01 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3124, pruned_loss=0.07016, over 2450509.33 frames. utt_duration=1304 frames, utt_pad_proportion=0.04693, over 7527.33 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3023, pruned_loss=0.06482, over 2477995.27 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06659, over 25274.97 utterances.], batch size: 105, lr: 6.03e-04
2022-08-22 21:04:32,792 INFO [train.py:927] (7/8) Epoch 5, batch 9950, libri_loss[loss=0.2158, simple_loss=0.3101, pruned_loss=0.06074, over 12388.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006251, over 34.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.302, pruned_loss=0.06561, over 2477067.82 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06918, over 24203.75 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3123, pruned_loss=0.0702, over 2450971.69 frames. utt_duration=1304 frames, utt_pad_proportion=0.04618, over 7524.09 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3014, pruned_loss=0.06532, over 2478279.87 frames. utt_duration=384 frames, utt_pad_proportion=0.07021, over 25894.87 utterances.], batch size: 34, lr: 6.03e-04
2022-08-22 21:06:15,059 INFO [train.py:927] (7/8) Epoch 5, batch 10000, giga_loss[loss=0.2793, simple_loss=0.3593, pruned_loss=0.0997, over 12377.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03167, over 62.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3064, pruned_loss=0.06857, over 2476437.89 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06934, over 24499.17 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3121, pruned_loss=0.06997, over 2451128.14 frames. utt_duration=1307 frames, utt_pad_proportion=0.04567, over 7510.33 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3061, pruned_loss=0.06852, over 2477607.58 frames. utt_duration=381.1 frames, utt_pad_proportion=0.07035, over 26086.17 utterances.], batch size: 62, lr: 6.03e-04
2022-08-22 21:07:57,861 INFO [train.py:927] (7/8) Epoch 5, batch 10050, giga_loss[loss=0.2255, simple_loss=0.3036, pruned_loss=0.07373, over 12443.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03295, over 86.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3134, pruned_loss=0.07264, over 2475896.39 frames. utt_duration=427.8 frames, utt_pad_proportion=0.06702, over 23219.30 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3124, pruned_loss=0.07013, over 2451169.50 frames. utt_duration=1307 frames, utt_pad_proportion=0.04549, over 7507.78 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3129, pruned_loss=0.07246, over 2476890.06 frames. utt_duration=405 frames, utt_pad_proportion=0.06806, over 24539.63 utterances.], batch size: 86, lr: 6.03e-04
2022-08-22 21:09:41,518 INFO [train.py:927] (7/8) Epoch 5, batch 10100, giga_loss[loss=0.2062, simple_loss=0.2862, pruned_loss=0.06304, over 12362.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03086, over 51.00 utterances.], tot_loss[loss=0.226, simple_loss=0.309, pruned_loss=0.07151, over 2476152.44 frames. utt_duration=451.5 frames, utt_pad_proportion=0.06928, over 22000.98 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3129, pruned_loss=0.07018, over 2451610.34 frames. utt_duration=1307 frames, utt_pad_proportion=0.04498, over 7511.11 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3081, pruned_loss=0.07134, over 2476880.90 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07029, over 23243.17 utterances.], batch size: 51, lr: 6.03e-04
2022-08-22 21:11:23,883 INFO [train.py:927] (7/8) Epoch 5, batch 10150, giga_loss[loss=0.1696, simple_loss=0.2498, pruned_loss=0.04472, over 12213.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03223, over 39.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.301, pruned_loss=0.06844, over 2475835.43 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06654, over 21021.67 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3124, pruned_loss=0.07011, over 2451669.44 frames. utt_duration=1311 frames, utt_pad_proportion=0.04433, over 7488.08 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3006, pruned_loss=0.06837, over 2476800.14 frames. utt_duration=446.1 frames, utt_pad_proportion=0.06783, over 22275.97 utterances.], batch size: 39, lr: 6.02e-04
2022-08-22 21:13:06,543 INFO [train.py:927] (7/8) Epoch 5, batch 10200, giga_loss[loss=0.1778, simple_loss=0.2585, pruned_loss=0.04849, over 12147.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03933, over 33.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2937, pruned_loss=0.06607, over 2475642.37 frames. utt_duration=483.2 frames, utt_pad_proportion=0.06768, over 20552.81 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3123, pruned_loss=0.07021, over 2452124.68 frames. utt_duration=1313 frames, utt_pad_proportion=0.04354, over 7479.04 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2931, pruned_loss=0.06586, over 2476562.14 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0691, over 21864.18 utterances.], batch size: 33, lr: 6.02e-04
2022-08-22 21:14:48,257 INFO [train.py:927] (7/8) Epoch 5, batch 10250, giga_loss[loss=0.1906, simple_loss=0.2704, pruned_loss=0.05537, over 12369.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03983, over 145.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.289, pruned_loss=0.06423, over 2475461.72 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06747, over 19952.49 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3122, pruned_loss=0.07033, over 2452346.29 frames. utt_duration=1302 frames, utt_pad_proportion=0.04769, over 7541.53 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.288, pruned_loss=0.06378, over 2476712.42 frames. utt_duration=465.5 frames, utt_pad_proportion=0.0675, over 21345.65 utterances.], batch size: 145, lr: 6.02e-04
2022-08-22 21:16:27,636 INFO [train.py:927] (7/8) Epoch 5, batch 10300, giga_loss[loss=0.1874, simple_loss=0.2687, pruned_loss=0.05301, over 12444.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03185, over 75.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2848, pruned_loss=0.06249, over 2475429.48 frames. utt_duration=493 frames, utt_pad_proportion=0.06851, over 20143.69 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3124, pruned_loss=0.07041, over 2452882.66 frames. utt_duration=1304 frames, utt_pad_proportion=0.04679, over 7534.38 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2831, pruned_loss=0.06185, over 2476574.17 frames. utt_duration=460 frames, utt_pad_proportion=0.06892, over 21601.27 utterances.], batch size: 75, lr: 6.02e-04
2022-08-22 21:18:08,637 INFO [train.py:927] (7/8) Epoch 5, batch 10350, giga_loss[loss=0.1801, simple_loss=0.2579, pruned_loss=0.05115, over 12351.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03556, over 104.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2796, pruned_loss=0.06031, over 2475035.42 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06905, over 19726.07 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3124, pruned_loss=0.07032, over 2453323.31 frames. utt_duration=1304 frames, utt_pad_proportion=0.04634, over 7534.31 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2775, pruned_loss=0.05967, over 2476027.17 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06964, over 21165.18 utterances.], batch size: 104, lr: 6.02e-04
2022-08-22 21:19:49,054 INFO [train.py:927] (7/8) Epoch 5, batch 10400, giga_loss[loss=0.1688, simple_loss=0.2509, pruned_loss=0.04333, over 12248.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.034, over 28.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2753, pruned_loss=0.05856, over 2474313.20 frames. utt_duration=524 frames, utt_pad_proportion=0.06423, over 18942.16 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3123, pruned_loss=0.07027, over 2453820.90 frames. utt_duration=1302 frames, utt_pad_proportion=0.04559, over 7548.22 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2726, pruned_loss=0.05773, over 2475340.17 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06554, over 20465.09 utterances.], batch size: 28, lr: 6.02e-04
2022-08-22 21:21:33,186 INFO [train.py:927] (7/8) Epoch 5, batch 10450, giga_loss[loss=0.1804, simple_loss=0.2455, pruned_loss=0.05767, over 12466.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03667, over 40.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2711, pruned_loss=0.05709, over 2474013.52 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06254, over 19327.27 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3124, pruned_loss=0.07038, over 2454112.65 frames. utt_duration=1300 frames, utt_pad_proportion=0.04535, over 7559.70 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2685, pruned_loss=0.05624, over 2474751.63 frames. utt_duration=481.6 frames, utt_pad_proportion=0.06381, over 20615.56 utterances.], batch size: 40, lr: 6.02e-04
2022-08-22 21:23:16,152 INFO [train.py:927] (7/8) Epoch 5, batch 10500, giga_loss[loss=0.248, simple_loss=0.3276, pruned_loss=0.08415, over 12357.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.02264, over 45.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2811, pruned_loss=0.06196, over 2474720.43 frames. utt_duration=518.3 frames, utt_pad_proportion=0.05849, over 19153.05 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3122, pruned_loss=0.07025, over 2454257.96 frames. utt_duration=1301 frames, utt_pad_proportion=0.04499, over 7556.28 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2788, pruned_loss=0.06123, over 2475432.98 frames. utt_duration=488.8 frames, utt_pad_proportion=0.05992, over 20317.61 utterances.], batch size: 45, lr: 6.02e-04
2022-08-22 21:24:59,557 INFO [train.py:927] (7/8) Epoch 5, batch 10550, giga_loss[loss=0.2631, simple_loss=0.3403, pruned_loss=0.09289, over 12376.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.02949, over 104.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2924, pruned_loss=0.06765, over 2474192.97 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06211, over 19375.96 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3121, pruned_loss=0.07018, over 2454401.75 frames. utt_duration=1306 frames, utt_pad_proportion=0.04418, over 7528.65 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.29, pruned_loss=0.06703, over 2475070.28 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06344, over 20591.30 utterances.], batch size: 104, lr: 6.01e-04
2022-08-22 21:26:42,392 INFO [train.py:927] (7/8) Epoch 5, batch 10600, giga_loss[loss=0.2046, simple_loss=0.2956, pruned_loss=0.05678, over 12390.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02702, over 70.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2978, pruned_loss=0.06889, over 2473811.15 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06867, over 20097.80 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3125, pruned_loss=0.07015, over 2454642.79 frames. utt_duration=1308 frames, utt_pad_proportion=0.0435, over 7513.19 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2952, pruned_loss=0.06838, over 2474629.72 frames. utt_duration=466.5 frames, utt_pad_proportion=0.06969, over 21285.23 utterances.], batch size: 70, lr: 6.01e-04
2022-08-22 21:28:25,364 INFO [train.py:927] (7/8) Epoch 5, batch 10650, giga_loss[loss=0.2327, simple_loss=0.3135, pruned_loss=0.07596, over 12368.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05003, over 161.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3024, pruned_loss=0.07158, over 2473791.32 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06913, over 19965.32 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3127, pruned_loss=0.07023, over 2454680.85 frames. utt_duration=1307 frames, utt_pad_proportion=0.04315, over 7519.39 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3001, pruned_loss=0.07112, over 2474685.61 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07018, over 21075.71 utterances.], batch size: 161, lr: 6.01e-04
2022-08-22 21:30:08,779 INFO [train.py:927] (7/8) Epoch 5, batch 10700, giga_loss[loss=0.2255, simple_loss=0.3079, pruned_loss=0.07157, over 12289.00 frames. utt_duration=965 frames, utt_pad_proportion=0.03403, over 51.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3063, pruned_loss=0.07398, over 2473398.22 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06596, over 19434.68 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.312, pruned_loss=0.06997, over 2455015.94 frames. utt_duration=1313 frames, utt_pad_proportion=0.04271, over 7488.28 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.305, pruned_loss=0.07392, over 2474147.13 frames. utt_duration=482.6 frames, utt_pad_proportion=0.06726, over 20571.73 utterances.], batch size: 51, lr: 6.01e-04
2022-08-22 21:31:49,607 INFO [train.py:927] (7/8) Epoch 5, batch 10750, giga_loss[loss=0.2687, simple_loss=0.3234, pruned_loss=0.107, over 12327.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2159, over 374.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3099, pruned_loss=0.07544, over 2472665.17 frames. utt_duration=516 frames, utt_pad_proportion=0.07226, over 19222.45 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3115, pruned_loss=0.06986, over 2455675.58 frames. utt_duration=1306 frames, utt_pad_proportion=0.04325, over 7527.54 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3091, pruned_loss=0.07567, over 2473410.05 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07318, over 20596.17 utterances.], batch size: 374, lr: 6.01e-04
2022-08-22 21:33:31,174 INFO [train.py:927] (7/8) Epoch 5, batch 10800, giga_loss[loss=0.2467, simple_loss=0.3333, pruned_loss=0.08012, over 12437.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03609, over 113.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3117, pruned_loss=0.07535, over 2472530.69 frames. utt_duration=533.3 frames, utt_pad_proportion=0.0714, over 18597.90 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3106, pruned_loss=0.06952, over 2455879.55 frames. utt_duration=1311 frames, utt_pad_proportion=0.04237, over 7501.04 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3118, pruned_loss=0.076, over 2473406.04 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07275, over 20033.28 utterances.], batch size: 113, lr: 6.01e-04
2022-08-22 21:35:12,720 INFO [train.py:927] (7/8) Epoch 5, batch 10850, giga_loss[loss=0.2213, simple_loss=0.3162, pruned_loss=0.06314, over 12358.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02769, over 66.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.313, pruned_loss=0.0747, over 2472192.00 frames. utt_duration=572 frames, utt_pad_proportion=0.06758, over 17334.96 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3111, pruned_loss=0.06981, over 2456073.70 frames. utt_duration=1299 frames, utt_pad_proportion=0.04604, over 7573.05 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3128, pruned_loss=0.07514, over 2473326.65 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06801, over 18804.03 utterances.], batch size: 66, lr: 6.01e-04
2022-08-22 21:36:54,843 INFO [train.py:927] (7/8) Epoch 5, batch 10900, giga_loss[loss=0.2023, simple_loss=0.2825, pruned_loss=0.06099, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02948, over 48.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3144, pruned_loss=0.076, over 2472946.39 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06939, over 17557.74 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3107, pruned_loss=0.0697, over 2456483.22 frames. utt_duration=1289 frames, utt_pad_proportion=0.04915, over 7632.73 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3146, pruned_loss=0.0766, over 2473996.90 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06876, over 18987.51 utterances.], batch size: 48, lr: 6.01e-04
2022-08-22 21:38:37,823 INFO [train.py:927] (7/8) Epoch 5, batch 10950, libri_loss[loss=0.3076, simple_loss=0.3841, pruned_loss=0.1155, over 12399.00 frames. utt_duration=411.2 frames, utt_pad_proportion=0.3595, over 121.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3169, pruned_loss=0.07961, over 2472632.64 frames. utt_duration=550.4 frames, utt_pad_proportion=0.07303, over 18017.84 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3109, pruned_loss=0.0699, over 2456520.02 frames. utt_duration=1273 frames, utt_pad_proportion=0.05439, over 7728.13 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3169, pruned_loss=0.08002, over 2473711.10 frames. utt_duration=515.8 frames, utt_pad_proportion=0.07044, over 19240.24 utterances.], batch size: 121, lr: 6.00e-04
2022-08-22 21:40:20,642 INFO [train.py:927] (7/8) Epoch 5, batch 11000, giga_loss[loss=0.2483, simple_loss=0.3252, pruned_loss=0.08568, over 12435.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03237, over 75.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3167, pruned_loss=0.0801, over 2472642.56 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06948, over 17500.77 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3115, pruned_loss=0.07025, over 2456732.08 frames. utt_duration=1278 frames, utt_pad_proportion=0.05323, over 7698.01 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3163, pruned_loss=0.08043, over 2473836.81 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06823, over 18842.26 utterances.], batch size: 75, lr: 6.00e-04
2022-08-22 21:42:04,456 INFO [train.py:927] (7/8) Epoch 5, batch 11050, giga_loss[loss=0.2159, simple_loss=0.3055, pruned_loss=0.06321, over 12444.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04351, over 134.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.315, pruned_loss=0.07902, over 2472602.48 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06826, over 17570.17 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3109, pruned_loss=0.07009, over 2456709.95 frames. utt_duration=1285 frames, utt_pad_proportion=0.05224, over 7654.57 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3153, pruned_loss=0.07968, over 2474019.76 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06785, over 18956.50 utterances.], batch size: 134, lr: 6.00e-04
2022-08-22 21:43:48,787 INFO [train.py:927] (7/8) Epoch 5, batch 11100, giga_loss[loss=0.2233, simple_loss=0.2983, pruned_loss=0.07411, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03456, over 37.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3123, pruned_loss=0.07761, over 2473126.64 frames. utt_duration=535.7 frames, utt_pad_proportion=0.0752, over 18516.66 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3103, pruned_loss=0.06983, over 2457118.47 frames. utt_duration=1292 frames, utt_pad_proportion=0.05068, over 7615.00 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3132, pruned_loss=0.07868, over 2474508.88 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07517, over 20060.97 utterances.], batch size: 37, lr: 6.00e-04
2022-08-22 21:45:38,951 INFO [train.py:927] (7/8) Epoch 5, batch 11150, giga_loss[loss=0.2072, simple_loss=0.2813, pruned_loss=0.06652, over 12301.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03758, over 51.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3076, pruned_loss=0.07547, over 2473779.70 frames. utt_duration=534.7 frames, utt_pad_proportion=0.07558, over 18556.69 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3106, pruned_loss=0.07005, over 2457307.87 frames. utt_duration=1292 frames, utt_pad_proportion=0.05048, over 7616.93 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.308, pruned_loss=0.07613, over 2474755.63 frames. utt_duration=501 frames, utt_pad_proportion=0.07566, over 19817.48 utterances.], batch size: 51, lr: 6.00e-04
2022-08-22 21:47:22,779 INFO [train.py:927] (7/8) Epoch 5, batch 11200, giga_loss[loss=0.2368, simple_loss=0.3164, pruned_loss=0.07857, over 12445.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03595, over 86.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3052, pruned_loss=0.07452, over 2473856.03 frames. utt_duration=519.7 frames, utt_pad_proportion=0.07591, over 19095.13 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3109, pruned_loss=0.07028, over 2457560.60 frames. utt_duration=1282 frames, utt_pad_proportion=0.05402, over 7678.13 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3052, pruned_loss=0.07496, over 2474767.81 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07512, over 20295.10 utterances.], batch size: 86, lr: 6.00e-04
2022-08-22 21:49:05,724 INFO [train.py:927] (7/8) Epoch 5, batch 11250, giga_loss[loss=0.2236, simple_loss=0.2955, pruned_loss=0.07591, over 12459.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03384, over 98.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3053, pruned_loss=0.0744, over 2473379.30 frames. utt_duration=517 frames, utt_pad_proportion=0.07651, over 19193.81 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3109, pruned_loss=0.07023, over 2457453.56 frames. utt_duration=1287 frames, utt_pad_proportion=0.05278, over 7644.93 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.305, pruned_loss=0.07492, over 2474797.69 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07661, over 20616.73 utterances.], batch size: 98, lr: 6.00e-04
2022-08-22 21:50:46,745 INFO [train.py:927] (7/8) Epoch 5, batch 11300, giga_loss[loss=0.2511, simple_loss=0.3229, pruned_loss=0.08963, over 12420.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06182, over 183.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3012, pruned_loss=0.07235, over 2472693.59 frames. utt_duration=551.6 frames, utt_pad_proportion=0.07005, over 17980.01 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3103, pruned_loss=0.06994, over 2457598.57 frames. utt_duration=1293 frames, utt_pad_proportion=0.05185, over 7612.07 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3014, pruned_loss=0.07311, over 2474039.14 frames. utt_duration=512.1 frames, utt_pad_proportion=0.07104, over 19379.43 utterances.], batch size: 183, lr: 5.99e-04
2022-08-22 21:52:30,800 INFO [train.py:927] (7/8) Epoch 5, batch 11350, giga_loss[loss=0.2198, simple_loss=0.3032, pruned_loss=0.06821, over 12416.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04232, over 146.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.2976, pruned_loss=0.07077, over 2473166.22 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06403, over 16975.34 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3105, pruned_loss=0.07008, over 2457858.67 frames. utt_duration=1292 frames, utt_pad_proportion=0.05134, over 7619.81 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.2975, pruned_loss=0.07129, over 2474214.18 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06553, over 18202.16 utterances.], batch size: 146, lr: 5.99e-04
2022-08-22 21:54:11,677 INFO [train.py:927] (7/8) Epoch 5, batch 11400, libri_loss[loss=0.2007, simple_loss=0.2894, pruned_loss=0.05595, over 12267.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007777, over 32.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2943, pruned_loss=0.06949, over 2472507.31 frames. utt_duration=602.9 frames, utt_pad_proportion=0.05922, over 16444.61 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3103, pruned_loss=0.06997, over 2457817.05 frames. utt_duration=1296 frames, utt_pad_proportion=0.05042, over 7595.46 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2941, pruned_loss=0.07003, over 2473733.36 frames. utt_duration=561.9 frames, utt_pad_proportion=0.0612, over 17656.30 utterances.], batch size: 32, lr: 5.99e-04
2022-08-22 21:55:53,252 INFO [train.py:927] (7/8) Epoch 5, batch 11450, giga_loss[loss=0.1862, simple_loss=0.2684, pruned_loss=0.05204, over 12368.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05218, over 34.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2912, pruned_loss=0.06789, over 2472722.90 frames. utt_duration=615.6 frames, utt_pad_proportion=0.06232, over 16105.04 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3106, pruned_loss=0.07008, over 2458252.25 frames. utt_duration=1278 frames, utt_pad_proportion=0.05377, over 7700.95 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2902, pruned_loss=0.06817, over 2473780.93 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06266, over 17268.87 utterances.], batch size: 34, lr: 5.99e-04
2022-08-22 21:57:34,093 INFO [train.py:927] (7/8) Epoch 5, batch 11500, libri_loss[loss=0.2048, simple_loss=0.3002, pruned_loss=0.05473, over 12147.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005399, over 35.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2886, pruned_loss=0.06658, over 2473649.75 frames. utt_duration=631.4 frames, utt_pad_proportion=0.0567, over 15707.46 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3105, pruned_loss=0.06998, over 2458648.79 frames. utt_duration=1282 frames, utt_pad_proportion=0.05249, over 7679.19 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2873, pruned_loss=0.06684, over 2474563.04 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05792, over 16883.52 utterances.], batch size: 35, lr: 5.99e-04
2022-08-22 21:59:17,652 INFO [train.py:927] (7/8) Epoch 5, batch 11550, libri_loss[loss=0.2501, simple_loss=0.3358, pruned_loss=0.08219, over 12308.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007171, over 36.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.29, pruned_loss=0.06733, over 2473473.16 frames. utt_duration=628.8 frames, utt_pad_proportion=0.05571, over 15773.20 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3109, pruned_loss=0.07017, over 2458955.51 frames. utt_duration=1286 frames, utt_pad_proportion=0.05126, over 7658.14 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.288, pruned_loss=0.06725, over 2474320.87 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05729, over 16954.48 utterances.], batch size: 36, lr: 5.99e-04
2022-08-22 22:01:00,354 INFO [train.py:927] (7/8) Epoch 5, batch 11600, giga_loss[loss=0.2542, simple_loss=0.3295, pruned_loss=0.08949, over 12364.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02956, over 85.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.2975, pruned_loss=0.07195, over 2472836.31 frames. utt_duration=611 frames, utt_pad_proportion=0.05503, over 16229.77 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.312, pruned_loss=0.07042, over 2458942.61 frames. utt_duration=1287 frames, utt_pad_proportion=0.05063, over 7649.30 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.2947, pruned_loss=0.07165, over 2473692.30 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05654, over 17273.40 utterances.], batch size: 85, lr: 5.99e-04
2022-08-22 22:02:43,883 INFO [train.py:927] (7/8) Epoch 5, batch 11650, giga_loss[loss=0.2629, simple_loss=0.3339, pruned_loss=0.09592, over 12395.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07315, over 212.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3036, pruned_loss=0.07491, over 2473606.92 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05965, over 17079.15 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3117, pruned_loss=0.07028, over 2459201.23 frames. utt_duration=1292 frames, utt_pad_proportion=0.04994, over 7621.52 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3015, pruned_loss=0.07485, over 2474302.71 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06088, over 18089.43 utterances.], batch size: 212, lr: 5.99e-04
2022-08-22 22:04:26,052 INFO [train.py:927] (7/8) Epoch 5, batch 11700, giga_loss[loss=0.2685, simple_loss=0.3515, pruned_loss=0.09275, over 12369.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02853, over 70.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.31, pruned_loss=0.07779, over 2474077.36 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05942, over 17402.95 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3114, pruned_loss=0.07013, over 2459757.63 frames. utt_duration=1294 frames, utt_pad_proportion=0.04911, over 7614.15 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3085, pruned_loss=0.07802, over 2474437.17 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06081, over 18439.48 utterances.], batch size: 70, lr: 5.98e-04
2022-08-22 22:06:08,338 INFO [train.py:927] (7/8) Epoch 5, batch 11750, giga_loss[loss=0.2309, simple_loss=0.321, pruned_loss=0.07042, over 12400.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.02477, over 66.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3105, pruned_loss=0.07712, over 2474041.99 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06169, over 18224.22 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3111, pruned_loss=0.07003, over 2459661.96 frames. utt_duration=1297 frames, utt_pad_proportion=0.04857, over 7596.05 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3095, pruned_loss=0.07748, over 2474591.30 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06287, over 19186.37 utterances.], batch size: 66, lr: 5.98e-04
2022-08-22 22:07:49,108 INFO [train.py:927] (7/8) Epoch 5, batch 11800, giga_loss[loss=0.2056, simple_loss=0.2906, pruned_loss=0.06031, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03316, over 85.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3092, pruned_loss=0.07549, over 2473943.28 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06482, over 18113.85 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3107, pruned_loss=0.06987, over 2459661.35 frames. utt_duration=1300 frames, utt_pad_proportion=0.04806, over 7575.22 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3087, pruned_loss=0.076, over 2474557.65 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06582, over 19028.63 utterances.], batch size: 85, lr: 5.98e-04
2022-08-22 22:09:32,416 INFO [train.py:927] (7/8) Epoch 5, batch 11850, giga_loss[loss=0.229, simple_loss=0.3067, pruned_loss=0.07562, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03679, over 40.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3115, pruned_loss=0.07591, over 2473017.07 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06853, over 18155.54 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3122, pruned_loss=0.07011, over 2459932.81 frames. utt_duration=1299 frames, utt_pad_proportion=0.04764, over 7581.90 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3097, pruned_loss=0.07621, over 2473557.37 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06955, over 19129.97 utterances.], batch size: 40, lr: 5.98e-04
2022-08-22 22:11:17,990 INFO [train.py:927] (7/8) Epoch 5, batch 11900, giga_loss[loss=0.2287, simple_loss=0.3086, pruned_loss=0.07439, over 12413.00 frames. utt_duration=975 frames, utt_pad_proportion=0.02792, over 51.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3135, pruned_loss=0.07758, over 2472856.79 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06441, over 18135.70 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3117, pruned_loss=0.06988, over 2459676.39 frames. utt_duration=1302 frames, utt_pad_proportion=0.04699, over 7566.33 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3126, pruned_loss=0.07817, over 2473782.71 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06576, over 19129.58 utterances.], batch size: 51, lr: 5.98e-04
2022-08-22 22:13:04,572 INFO [train.py:927] (7/8) Epoch 5, batch 11950, giga_loss[loss=0.2165, simple_loss=0.2974, pruned_loss=0.06781, over 12294.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02638, over 42.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.314, pruned_loss=0.07855, over 2472328.01 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05912, over 17381.43 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3115, pruned_loss=0.06998, over 2459755.07 frames. utt_duration=1304 frames, utt_pad_proportion=0.04603, over 7552.51 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3135, pruned_loss=0.07916, over 2473348.15 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06102, over 18478.08 utterances.], batch size: 42, lr: 5.98e-04
2022-08-22 22:14:47,740 INFO [train.py:927] (7/8) Epoch 5, batch 12000, giga_loss[loss=0.2617, simple_loss=0.3347, pruned_loss=0.09434, over 12459.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03448, over 43.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3156, pruned_loss=0.07918, over 2472720.89 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05858, over 17023.25 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3116, pruned_loss=0.07014, over 2459956.08 frames. utt_duration=1303 frames, utt_pad_proportion=0.04561, over 7562.15 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3152, pruned_loss=0.07965, over 2473519.00 frames. utt_duration=551 frames, utt_pad_proportion=0.06037, over 18004.98 utterances.], batch size: 43, lr: 5.98e-04
2022-08-22 22:14:47,742 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 22:15:00,907 INFO [train.py:967] (7/8) Epoch 5, validation: loss=0.1951, simple_loss=0.302, pruned_loss=0.04413, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 22:16:44,572 INFO [train.py:927] (7/8) Epoch 5, batch 12050, giga_loss[loss=0.2202, simple_loss=0.3045, pruned_loss=0.06798, over 12447.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03425, over 37.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3165, pruned_loss=0.07885, over 2472557.25 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05984, over 16484.05 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3115, pruned_loss=0.07018, over 2460130.84 frames. utt_duration=1305 frames, utt_pad_proportion=0.04494, over 7551.04 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3163, pruned_loss=0.07935, over 2473269.04 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06161, over 17435.42 utterances.], batch size: 37, lr: 5.98e-04
2022-08-22 22:18:25,645 INFO [train.py:927] (7/8) Epoch 5, batch 12100, giga_loss[loss=0.2322, simple_loss=0.316, pruned_loss=0.07419, over 12332.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.03144, over 66.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.317, pruned_loss=0.07918, over 2472147.97 frames. utt_duration=630.2 frames, utt_pad_proportion=0.05568, over 15729.57 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3126, pruned_loss=0.07045, over 2460547.13 frames. utt_duration=1302 frames, utt_pad_proportion=0.04479, over 7570.05 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.316, pruned_loss=0.07953, over 2472624.06 frames. utt_duration=595.1 frames, utt_pad_proportion=0.05756, over 16661.70 utterances.], batch size: 66, lr: 5.97e-04
2022-08-22 22:20:10,089 INFO [train.py:927] (7/8) Epoch 5, batch 12150, giga_loss[loss=0.2415, simple_loss=0.3163, pruned_loss=0.0833, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02939, over 42.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3158, pruned_loss=0.07923, over 2472122.54 frames. utt_duration=647.5 frames, utt_pad_proportion=0.05597, over 15306.99 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3123, pruned_loss=0.07054, over 2460735.13 frames. utt_duration=1307 frames, utt_pad_proportion=0.04417, over 7538.13 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3153, pruned_loss=0.07961, over 2472589.89 frames. utt_duration=609.9 frames, utt_pad_proportion=0.05789, over 16256.64 utterances.], batch size: 42, lr: 5.97e-04
2022-08-22 22:21:51,074 INFO [train.py:927] (7/8) Epoch 5, batch 12200, libri_loss[loss=0.1991, simple_loss=0.2859, pruned_loss=0.05617, over 12283.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006686, over 32.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3164, pruned_loss=0.07956, over 2471942.04 frames. utt_duration=630.8 frames, utt_pad_proportion=0.05889, over 15711.66 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3121, pruned_loss=0.07053, over 2460707.40 frames. utt_duration=1311 frames, utt_pad_proportion=0.04337, over 7518.87 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3164, pruned_loss=0.08012, over 2472624.45 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06069, over 16676.71 utterances.], batch size: 32, lr: 5.97e-04
2022-08-22 22:23:31,593 INFO [train.py:927] (7/8) Epoch 5, batch 12250, giga_loss[loss=0.2511, simple_loss=0.3268, pruned_loss=0.08769, over 12401.00 frames. utt_duration=271.2 frames, utt_pad_proportion=0.06809, over 184.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3161, pruned_loss=0.07899, over 2472859.60 frames. utt_duration=637.1 frames, utt_pad_proportion=0.05807, over 15561.29 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.312, pruned_loss=0.07057, over 2460726.98 frames. utt_duration=1311 frames, utt_pad_proportion=0.04308, over 7513.72 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3162, pruned_loss=0.07947, over 2473476.45 frames. utt_duration=604.9 frames, utt_pad_proportion=0.05973, over 16396.47 utterances.], batch size: 184, lr: 5.97e-04
2022-08-22 22:25:11,979 INFO [train.py:927] (7/8) Epoch 5, batch 12300, giga_loss[loss=0.225, simple_loss=0.3017, pruned_loss=0.07417, over 12334.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03323, over 51.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3156, pruned_loss=0.07895, over 2471888.12 frames. utt_duration=642.6 frames, utt_pad_proportion=0.06144, over 15421.83 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3124, pruned_loss=0.07087, over 2460910.33 frames. utt_duration=1309 frames, utt_pad_proportion=0.04326, over 7527.91 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3154, pruned_loss=0.07931, over 2472540.32 frames. utt_duration=608.1 frames, utt_pad_proportion=0.06275, over 16303.12 utterances.], batch size: 51, lr: 5.97e-04
2022-08-22 22:26:53,306 INFO [train.py:927] (7/8) Epoch 5, batch 12350, giga_loss[loss=0.2274, simple_loss=0.2976, pruned_loss=0.07862, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03765, over 40.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3146, pruned_loss=0.07899, over 2471269.27 frames. utt_duration=656.1 frames, utt_pad_proportion=0.05857, over 15099.61 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3136, pruned_loss=0.07155, over 2460933.75 frames. utt_duration=1310 frames, utt_pad_proportion=0.04251, over 7523.45 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3135, pruned_loss=0.07892, over 2472085.71 frames. utt_duration=616.8 frames, utt_pad_proportion=0.06036, over 16069.56 utterances.], batch size: 40, lr: 5.97e-04
2022-08-22 22:28:32,604 INFO [train.py:927] (7/8) Epoch 5, batch 12400, giga_loss[loss=0.231, simple_loss=0.3086, pruned_loss=0.07667, over 12301.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.03644, over 51.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3126, pruned_loss=0.07888, over 2471144.55 frames. utt_duration=641.9 frames, utt_pad_proportion=0.05895, over 15434.71 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3132, pruned_loss=0.07171, over 2461056.97 frames. utt_duration=1316 frames, utt_pad_proportion=0.04177, over 7488.20 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3121, pruned_loss=0.07889, over 2471968.60 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06087, over 16460.55 utterances.], batch size: 51, lr: 5.97e-04
2022-08-22 22:30:14,170 INFO [train.py:927] (7/8) Epoch 5, batch 12450, giga_loss[loss=0.2383, simple_loss=0.3132, pruned_loss=0.08174, over 12420.00 frames. utt_duration=372.3 frames, utt_pad_proportion=0.04533, over 134.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.309, pruned_loss=0.0774, over 2471508.34 frames. utt_duration=641.4 frames, utt_pad_proportion=0.05488, over 15448.87 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3124, pruned_loss=0.07147, over 2461182.37 frames. utt_duration=1321 frames, utt_pad_proportion=0.04089, over 7458.96 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3094, pruned_loss=0.07782, over 2472321.18 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05717, over 16519.82 utterances.], batch size: 134, lr: 5.97e-04
2022-08-22 22:31:51,920 INFO [train.py:927] (7/8) Epoch 5, batch 12500, giga_loss[loss=0.2194, simple_loss=0.3005, pruned_loss=0.06917, over 12361.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04833, over 34.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.305, pruned_loss=0.07566, over 2470921.61 frames. utt_duration=638.2 frames, utt_pad_proportion=0.0561, over 15522.57 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3122, pruned_loss=0.07172, over 2461186.79 frames. utt_duration=1323 frames, utt_pad_proportion=0.04038, over 7447.77 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3052, pruned_loss=0.07586, over 2471747.52 frames. utt_duration=599.8 frames, utt_pad_proportion=0.05814, over 16523.59 utterances.], batch size: 34, lr: 5.96e-04
2022-08-22 22:33:35,552 INFO [train.py:927] (7/8) Epoch 5, batch 12550, giga_loss[loss=0.2963, simple_loss=0.3506, pruned_loss=0.121, over 12343.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1957, over 365.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3049, pruned_loss=0.07529, over 2472058.75 frames. utt_duration=606.5 frames, utt_pad_proportion=0.0595, over 16345.13 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3123, pruned_loss=0.07183, over 2461411.21 frames. utt_duration=1322 frames, utt_pad_proportion=0.03999, over 7454.06 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3049, pruned_loss=0.0754, over 2472640.92 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06113, over 17239.02 utterances.], batch size: 365, lr: 5.96e-04
2022-08-22 22:35:18,224 INFO [train.py:927] (7/8) Epoch 5, batch 12600, giga_loss[loss=0.1915, simple_loss=0.2855, pruned_loss=0.04873, over 12445.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03156, over 75.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3053, pruned_loss=0.07442, over 2472392.98 frames. utt_duration=621.1 frames, utt_pad_proportion=0.05549, over 15961.19 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3125, pruned_loss=0.07186, over 2461319.99 frames. utt_duration=1327 frames, utt_pad_proportion=0.03914, over 7424.83 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.305, pruned_loss=0.07457, over 2473217.66 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05753, over 16936.26 utterances.], batch size: 75, lr: 5.96e-04
2022-08-22 22:36:59,297 INFO [train.py:927] (7/8) Epoch 5, batch 12650, giga_loss[loss=0.2167, simple_loss=0.2894, pruned_loss=0.07206, over 12360.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.197, over 366.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3066, pruned_loss=0.07508, over 2472963.61 frames. utt_duration=585.3 frames, utt_pad_proportion=0.0623, over 16944.36 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3131, pruned_loss=0.07273, over 2461815.53 frames. utt_duration=1316 frames, utt_pad_proportion=0.0435, over 7489.80 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3058, pruned_loss=0.07453, over 2473431.29 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06222, over 17847.81 utterances.], batch size: 366, lr: 5.96e-04
2022-08-22 22:38:40,018 INFO [train.py:927] (7/8) Epoch 5, batch 12700, libri_loss[loss=0.2905, simple_loss=0.3564, pruned_loss=0.1124, over 12315.00 frames. utt_duration=759.4 frames, utt_pad_proportion=0.1331, over 65.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3061, pruned_loss=0.07431, over 2472863.20 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05997, over 17244.67 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.313, pruned_loss=0.07311, over 2461731.79 frames. utt_duration=1315 frames, utt_pad_proportion=0.04367, over 7496.81 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3053, pruned_loss=0.07355, over 2473582.66 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06007, over 18178.16 utterances.], batch size: 65, lr: 5.96e-04
2022-08-22 22:40:20,582 INFO [train.py:927] (7/8) Epoch 5, batch 12750, giga_loss[loss=0.2159, simple_loss=0.2902, pruned_loss=0.07082, over 12469.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04272, over 34.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3068, pruned_loss=0.07483, over 2473074.52 frames. utt_duration=594.6 frames, utt_pad_proportion=0.0563, over 16679.96 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3138, pruned_loss=0.07379, over 2462150.96 frames. utt_duration=1309 frames, utt_pad_proportion=0.04377, over 7529.71 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3053, pruned_loss=0.07366, over 2473592.26 frames. utt_duration=562 frames, utt_pad_proportion=0.05667, over 17652.59 utterances.], batch size: 34, lr: 5.96e-04
2022-08-22 22:42:00,931 INFO [train.py:927] (7/8) Epoch 5, batch 12800, giga_loss[loss=0.2274, simple_loss=0.3215, pruned_loss=0.06664, over 12419.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03363, over 75.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3091, pruned_loss=0.07566, over 2473704.83 frames. utt_duration=595.2 frames, utt_pad_proportion=0.06067, over 16666.46 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3148, pruned_loss=0.07436, over 2462196.09 frames. utt_duration=1307 frames, utt_pad_proportion=0.04386, over 7544.14 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3069, pruned_loss=0.07424, over 2474333.49 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06098, over 17648.19 utterances.], batch size: 75, lr: 5.96e-04
2022-08-22 22:43:40,288 INFO [train.py:927] (7/8) Epoch 5, batch 12850, giga_loss[loss=0.2447, simple_loss=0.3268, pruned_loss=0.08126, over 12441.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03755, over 123.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3103, pruned_loss=0.07621, over 2474350.37 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05969, over 16687.87 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3144, pruned_loss=0.0743, over 2462721.77 frames. utt_duration=1310 frames, utt_pad_proportion=0.04304, over 7529.61 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3088, pruned_loss=0.07518, over 2474649.27 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06042, over 17672.81 utterances.], batch size: 123, lr: 5.96e-04
2022-08-22 22:45:19,338 INFO [train.py:927] (7/8) Epoch 5, batch 12900, giga_loss[loss=0.2696, simple_loss=0.3406, pruned_loss=0.09932, over 12375.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07158, over 212.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3101, pruned_loss=0.07633, over 2474185.87 frames. utt_duration=622.3 frames, utt_pad_proportion=0.05905, over 15942.10 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3146, pruned_loss=0.07501, over 2463319.21 frames. utt_duration=1295 frames, utt_pad_proportion=0.04779, over 7614.64 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3085, pruned_loss=0.07491, over 2474304.49 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05816, over 16980.77 utterances.], batch size: 212, lr: 5.95e-04
2022-08-22 22:46:58,739 INFO [train.py:927] (7/8) Epoch 5, batch 12950, giga_loss[loss=0.2325, simple_loss=0.3147, pruned_loss=0.07517, over 12355.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02868, over 91.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.309, pruned_loss=0.07603, over 2473621.46 frames. utt_duration=632.5 frames, utt_pad_proportion=0.05669, over 15680.49 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3147, pruned_loss=0.07555, over 2463152.07 frames. utt_duration=1287 frames, utt_pad_proportion=0.05139, over 7665.68 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3074, pruned_loss=0.07442, over 2474227.58 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05472, over 16729.51 utterances.], batch size: 91, lr: 5.95e-04
2022-08-22 22:48:39,584 INFO [train.py:927] (7/8) Epoch 5, batch 13000, giga_loss[loss=0.221, simple_loss=0.3073, pruned_loss=0.06733, over 12309.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02968, over 74.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.306, pruned_loss=0.07445, over 2473484.50 frames. utt_duration=627.9 frames, utt_pad_proportion=0.05622, over 15794.50 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3141, pruned_loss=0.07549, over 2462975.38 frames. utt_duration=1293 frames, utt_pad_proportion=0.05052, over 7628.44 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3052, pruned_loss=0.07322, over 2474328.66 frames. utt_duration=589 frames, utt_pad_proportion=0.05507, over 16845.98 utterances.], batch size: 74, lr: 5.95e-04
2022-08-22 22:50:21,785 INFO [train.py:927] (7/8) Epoch 5, batch 13050, giga_loss[loss=0.2019, simple_loss=0.2825, pruned_loss=0.06069, over 12230.00 frames. utt_duration=1883 frames, utt_pad_proportion=0.05093, over 26.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3081, pruned_loss=0.07485, over 2473613.66 frames. utt_duration=586.9 frames, utt_pad_proportion=0.0629, over 16901.92 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3153, pruned_loss=0.07655, over 2463505.33 frames. utt_duration=1268 frames, utt_pad_proportion=0.05557, over 7778.93 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.306, pruned_loss=0.07281, over 2474235.45 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05976, over 17960.83 utterances.], batch size: 26, lr: 5.95e-04
2022-08-22 22:51:57,671 INFO [train.py:927] (7/8) Epoch 5, batch 13100, giga_loss[loss=0.2597, simple_loss=0.3324, pruned_loss=0.09348, over 12365.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04647, over 146.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3081, pruned_loss=0.0746, over 2474018.08 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05856, over 16975.05 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3151, pruned_loss=0.07657, over 2463681.53 frames. utt_duration=1272 frames, utt_pad_proportion=0.05475, over 7759.52 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3065, pruned_loss=0.07293, over 2474553.43 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05665, over 17996.12 utterances.], batch size: 146, lr: 5.95e-04
2022-08-22 22:53:41,168 INFO [train.py:927] (7/8) Epoch 5, batch 13150, giga_loss[loss=0.2289, simple_loss=0.2956, pruned_loss=0.08115, over 12373.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02748, over 48.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3074, pruned_loss=0.07576, over 2474801.28 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05593, over 16733.87 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3156, pruned_loss=0.07733, over 2463733.19 frames. utt_duration=1270 frames, utt_pad_proportion=0.05409, over 7769.66 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3054, pruned_loss=0.07369, over 2475528.40 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05483, over 17838.98 utterances.], batch size: 48, lr: 5.95e-04
2022-08-22 22:55:21,030 INFO [train.py:927] (7/8) Epoch 5, batch 13200, giga_loss[loss=0.2209, simple_loss=0.3023, pruned_loss=0.0697, over 12417.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04275, over 146.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3043, pruned_loss=0.07509, over 2474859.84 frames. utt_duration=601 frames, utt_pad_proportion=0.05566, over 16513.66 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3154, pruned_loss=0.07762, over 2463965.63 frames. utt_duration=1271 frames, utt_pad_proportion=0.05334, over 7762.82 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3025, pruned_loss=0.0731, over 2475549.76 frames. utt_duration=561.2 frames, utt_pad_proportion=0.05513, over 17691.34 utterances.], batch size: 146, lr: 5.95e-04
2022-08-22 22:56:58,211 INFO [train.py:927] (7/8) Epoch 5, batch 13250, giga_loss[loss=0.1834, simple_loss=0.2648, pruned_loss=0.05097, over 12315.00 frames. utt_duration=795.9 frames, utt_pad_proportion=0.03642, over 62.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3032, pruned_loss=0.07513, over 2475151.79 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05883, over 17412.21 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.316, pruned_loss=0.07825, over 2464086.48 frames. utt_duration=1268 frames, utt_pad_proportion=0.05291, over 7781.52 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3011, pruned_loss=0.07297, over 2475776.73 frames. utt_duration=537.1 frames, utt_pad_proportion=0.05844, over 18490.23 utterances.], batch size: 62, lr: 5.95e-04
2022-08-22 22:58:37,405 INFO [train.py:927] (7/8) Epoch 5, batch 13300, giga_loss[loss=0.2139, simple_loss=0.2862, pruned_loss=0.07079, over 12458.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.02819, over 55.00 utterances.], tot_loss[loss=0.223, simple_loss=0.2995, pruned_loss=0.07328, over 2475251.42 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06001, over 17220.34 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3168, pruned_loss=0.07895, over 2464251.32 frames. utt_duration=1261 frames, utt_pad_proportion=0.05626, over 7828.32 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2967, pruned_loss=0.07077, over 2475852.09 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05823, over 18250.18 utterances.], batch size: 55, lr: 5.94e-04
2022-08-22 23:00:14,720 INFO [train.py:927] (7/8) Epoch 5, batch 13350, giga_loss[loss=0.2546, simple_loss=0.3342, pruned_loss=0.08749, over 12360.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03656, over 122.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3, pruned_loss=0.0734, over 2475074.16 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05928, over 17436.53 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3173, pruned_loss=0.07946, over 2464527.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.05563, over 7839.59 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.297, pruned_loss=0.07085, over 2475542.58 frames. utt_duration=538.4 frames, utt_pad_proportion=0.05818, over 18442.84 utterances.], batch size: 122, lr: 5.94e-04
2022-08-22 23:01:52,875 INFO [train.py:927] (7/8) Epoch 5, batch 13400, giga_loss[loss=0.2147, simple_loss=0.3012, pruned_loss=0.06414, over 12362.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02875, over 66.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3021, pruned_loss=0.07373, over 2474878.69 frames. utt_duration=565.7 frames, utt_pad_proportion=0.05962, over 17547.01 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3172, pruned_loss=0.07961, over 2464593.44 frames. utt_duration=1249 frames, utt_pad_proportion=0.05917, over 7900.28 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.2996, pruned_loss=0.07152, over 2475331.47 frames. utt_duration=539.2 frames, utt_pad_proportion=0.05751, over 18414.31 utterances.], batch size: 66, lr: 5.94e-04
2022-08-22 23:03:31,013 INFO [train.py:927] (7/8) Epoch 5, batch 13450, giga_loss[loss=0.216, simple_loss=0.2931, pruned_loss=0.06943, over 12288.00 frames. utt_duration=965.2 frames, utt_pad_proportion=0.03769, over 51.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3049, pruned_loss=0.07501, over 2474993.17 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06334, over 18054.38 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.317, pruned_loss=0.07973, over 2464589.66 frames. utt_duration=1241 frames, utt_pad_proportion=0.06262, over 7950.53 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3028, pruned_loss=0.07303, over 2475515.61 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06015, over 18870.24 utterances.], batch size: 51, lr: 5.94e-04
2022-08-22 23:05:18,632 INFO [train.py:927] (7/8) Epoch 5, batch 13500, giga_loss[loss=0.2156, simple_loss=0.2984, pruned_loss=0.06644, over 12375.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03065, over 51.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3104, pruned_loss=0.07903, over 2475242.07 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06439, over 18433.95 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3168, pruned_loss=0.07964, over 2464882.26 frames. utt_duration=1246 frames, utt_pad_proportion=0.06173, over 7919.74 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3088, pruned_loss=0.0775, over 2475587.08 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06218, over 19297.22 utterances.], batch size: 51, lr: 5.94e-04
2022-08-22 23:07:03,176 INFO [train.py:927] (7/8) Epoch 5, batch 13550, giga_loss[loss=0.2921, simple_loss=0.3554, pruned_loss=0.1144, over 12439.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.039, over 40.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3167, pruned_loss=0.08312, over 2475425.37 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06158, over 18145.45 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.317, pruned_loss=0.08004, over 2465236.94 frames. utt_duration=1250 frames, utt_pad_proportion=0.06082, over 7897.42 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3151, pruned_loss=0.08157, over 2475574.41 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06026, over 19040.00 utterances.], batch size: 40, lr: 5.94e-04
2022-08-22 23:08:48,639 INFO [train.py:927] (7/8) Epoch 5, batch 13600, giga_loss[loss=0.3317, simple_loss=0.3888, pruned_loss=0.1373, over 12373.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02795, over 91.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3245, pruned_loss=0.08941, over 2474952.82 frames. utt_duration=536.4 frames, utt_pad_proportion=0.06274, over 18507.18 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.317, pruned_loss=0.08033, over 2465183.43 frames. utt_duration=1242 frames, utt_pad_proportion=0.06437, over 7947.74 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3233, pruned_loss=0.08803, over 2475308.09 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06027, over 19365.67 utterances.], batch size: 91, lr: 5.94e-04
2022-08-22 23:10:32,032 INFO [train.py:927] (7/8) Epoch 5, batch 13650, giga_loss[loss=0.329, simple_loss=0.3796, pruned_loss=0.1392, over 12400.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04418, over 146.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3293, pruned_loss=0.09306, over 2473952.98 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06656, over 18667.25 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3174, pruned_loss=0.08065, over 2464968.58 frames. utt_duration=1234 frames, utt_pad_proportion=0.06747, over 7997.09 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3283, pruned_loss=0.09191, over 2474656.83 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06331, over 19547.93 utterances.], batch size: 146, lr: 5.94e-04
2022-08-22 23:12:17,209 INFO [train.py:927] (7/8) Epoch 5, batch 13700, libri_loss[loss=0.2562, simple_loss=0.3159, pruned_loss=0.09821, over 12441.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03548, over 46.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3344, pruned_loss=0.0983, over 2474440.58 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07274, over 19659.05 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3174, pruned_loss=0.08078, over 2465276.87 frames. utt_duration=1236 frames, utt_pad_proportion=0.06632, over 7985.45 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.334, pruned_loss=0.09762, over 2474930.17 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07047, over 20630.23 utterances.], batch size: 46, lr: 5.93e-04
2022-08-22 23:14:03,215 INFO [train.py:927] (7/8) Epoch 5, batch 13750, giga_loss[loss=0.2886, simple_loss=0.3479, pruned_loss=0.1147, over 12459.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03372, over 86.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3403, pruned_loss=0.1036, over 2473824.51 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07714, over 20575.82 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3177, pruned_loss=0.08134, over 2465056.94 frames. utt_duration=1239 frames, utt_pad_proportion=0.06436, over 7970.14 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3404, pruned_loss=0.1033, over 2474748.87 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07597, over 21843.47 utterances.], batch size: 86, lr: 5.93e-04
2022-08-22 23:15:48,614 INFO [train.py:927] (7/8) Epoch 5, batch 13800, giga_loss[loss=0.2749, simple_loss=0.3365, pruned_loss=0.1066, over 12346.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03343, over 97.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.3413, pruned_loss=0.1054, over 2473983.76 frames. utt_duration=471.2 frames, utt_pad_proportion=0.08426, over 21066.53 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.318, pruned_loss=0.08162, over 2465568.99 frames. utt_duration=1241 frames, utt_pad_proportion=0.06271, over 7956.86 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3419, pruned_loss=0.1058, over 2474574.24 frames. utt_duration=440 frames, utt_pad_proportion=0.08367, over 22570.30 utterances.], batch size: 97, lr: 5.93e-04
2022-08-22 23:17:32,995 INFO [train.py:927] (7/8) Epoch 5, batch 13850, giga_loss[loss=0.2852, simple_loss=0.3491, pruned_loss=0.1107, over 12353.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03663, over 122.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3424, pruned_loss=0.1057, over 2473601.75 frames. utt_duration=460.4 frames, utt_pad_proportion=0.08553, over 21560.08 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3181, pruned_loss=0.0816, over 2465707.15 frames. utt_duration=1241 frames, utt_pad_proportion=0.06245, over 7954.08 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3429, pruned_loss=0.1061, over 2473965.72 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08513, over 22807.09 utterances.], batch size: 122, lr: 5.93e-04
2022-08-22 23:19:13,342 INFO [train.py:927] (7/8) Epoch 5, batch 13900, giga_loss[loss=0.2481, simple_loss=0.3196, pruned_loss=0.08827, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03126, over 85.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3442, pruned_loss=0.1063, over 2473741.17 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08879, over 22575.47 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3187, pruned_loss=0.08174, over 2465661.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.06567, over 8008.71 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3447, pruned_loss=0.107, over 2474238.33 frames. utt_duration=416.7 frames, utt_pad_proportion=0.08764, over 23832.07 utterances.], batch size: 85, lr: 5.93e-04
2022-08-22 23:20:57,627 INFO [train.py:927] (7/8) Epoch 5, batch 13950, libri_loss[loss=0.2244, simple_loss=0.3049, pruned_loss=0.07196, over 12229.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.00605, over 31.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3414, pruned_loss=0.1033, over 2473395.41 frames. utt_duration=447 frames, utt_pad_proportion=0.08767, over 22207.18 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3183, pruned_loss=0.08192, over 2465578.99 frames. utt_duration=1227 frames, utt_pad_proportion=0.06863, over 8047.84 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.343, pruned_loss=0.1047, over 2474196.06 frames. utt_duration=417.3 frames, utt_pad_proportion=0.08635, over 23797.97 utterances.], batch size: 31, lr: 5.93e-04
2022-08-22 23:22:39,908 INFO [train.py:927] (7/8) Epoch 5, batch 14000, giga_loss[loss=0.2524, simple_loss=0.329, pruned_loss=0.0879, over 12244.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03073, over 42.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3402, pruned_loss=0.1016, over 2474113.42 frames. utt_duration=452 frames, utt_pad_proportion=0.08325, over 21965.81 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3186, pruned_loss=0.08232, over 2465870.64 frames. utt_duration=1225 frames, utt_pad_proportion=0.06816, over 8064.43 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3417, pruned_loss=0.1027, over 2474674.42 frames. utt_duration=422 frames, utt_pad_proportion=0.08272, over 23535.18 utterances.], batch size: 42, lr: 5.93e-04
2022-08-22 23:24:26,824 INFO [train.py:927] (7/8) Epoch 5, batch 14050, giga_loss[loss=0.3484, simple_loss=0.378, pruned_loss=0.1594, over 12402.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1032, over 258.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3385, pruned_loss=0.1001, over 2474433.60 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07689, over 21686.37 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3189, pruned_loss=0.08245, over 2465857.03 frames. utt_duration=1226 frames, utt_pad_proportion=0.06763, over 8052.81 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3397, pruned_loss=0.101, over 2474958.93 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07702, over 23054.70 utterances.], batch size: 258, lr: 5.93e-04
2022-08-22 23:26:15,702 INFO [train.py:927] (7/8) Epoch 5, batch 14100, giga_loss[loss=0.2256, simple_loss=0.3221, pruned_loss=0.06455, over 12233.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03208, over 45.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3376, pruned_loss=0.09923, over 2473615.26 frames. utt_duration=469 frames, utt_pad_proportion=0.07408, over 21162.97 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3189, pruned_loss=0.08252, over 2465720.58 frames. utt_duration=1228 frames, utt_pad_proportion=0.06698, over 8039.12 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3387, pruned_loss=0.1002, over 2474244.02 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07456, over 22420.96 utterances.], batch size: 45, lr: 5.92e-04
2022-08-22 23:28:04,260 INFO [train.py:927] (7/8) Epoch 5, batch 14150, giga_loss[loss=0.3068, simple_loss=0.3612, pruned_loss=0.1262, over 12387.00 frames. utt_duration=196.4 frames, utt_pad_proportion=0.09079, over 254.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3373, pruned_loss=0.09678, over 2474057.87 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06951, over 20277.72 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.319, pruned_loss=0.08301, over 2465818.83 frames. utt_duration=1220 frames, utt_pad_proportion=0.0694, over 8094.44 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3386, pruned_loss=0.09748, over 2474704.40 frames. utt_duration=460.2 frames, utt_pad_proportion=0.06938, over 21577.03 utterances.], batch size: 254, lr: 5.92e-04
2022-08-22 23:29:48,394 INFO [train.py:927] (7/8) Epoch 5, batch 14200, giga_loss[loss=0.2656, simple_loss=0.3432, pruned_loss=0.09402, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03944, over 133.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3369, pruned_loss=0.09657, over 2474433.24 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06818, over 19975.21 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3187, pruned_loss=0.08313, over 2465731.17 frames. utt_duration=1227 frames, utt_pad_proportion=0.06831, over 8049.57 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3386, pruned_loss=0.09733, over 2475205.71 frames. utt_duration=466.1 frames, utt_pad_proportion=0.06849, over 21307.20 utterances.], batch size: 133, lr: 5.92e-04
2022-08-22 23:31:33,434 INFO [train.py:927] (7/8) Epoch 5, batch 14250, giga_loss[loss=0.2399, simple_loss=0.3201, pruned_loss=0.07983, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03394, over 98.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3338, pruned_loss=0.09463, over 2474574.83 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06802, over 19792.12 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3188, pruned_loss=0.08335, over 2465510.57 frames. utt_duration=1232 frames, utt_pad_proportion=0.06743, over 8017.77 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3353, pruned_loss=0.09525, over 2475539.83 frames. utt_duration=471 frames, utt_pad_proportion=0.06855, over 21085.71 utterances.], batch size: 98, lr: 5.92e-04
2022-08-22 23:33:18,380 INFO [train.py:927] (7/8) Epoch 5, batch 14300, giga_loss[loss=0.2509, simple_loss=0.338, pruned_loss=0.08196, over 12433.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03813, over 105.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3331, pruned_loss=0.09554, over 2474504.52 frames. utt_duration=488 frames, utt_pad_proportion=0.0725, over 20342.58 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3191, pruned_loss=0.08377, over 2465890.87 frames. utt_duration=1235 frames, utt_pad_proportion=0.0664, over 7997.54 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3344, pruned_loss=0.09586, over 2475089.60 frames. utt_duration=460 frames, utt_pad_proportion=0.07299, over 21590.04 utterances.], batch size: 105, lr: 5.92e-04
2022-08-22 23:35:06,835 INFO [train.py:927] (7/8) Epoch 5, batch 14350, giga_loss[loss=0.2423, simple_loss=0.3263, pruned_loss=0.07912, over 12431.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03097, over 80.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3337, pruned_loss=0.09512, over 2473803.23 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07649, over 20399.85 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3189, pruned_loss=0.08385, over 2465545.33 frames. utt_duration=1238 frames, utt_pad_proportion=0.06564, over 7978.65 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.335, pruned_loss=0.09545, over 2474685.25 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07696, over 21565.89 utterances.], batch size: 80, lr: 5.92e-04
2022-08-22 23:36:54,301 INFO [train.py:927] (7/8) Epoch 5, batch 14400, giga_loss[loss=0.2553, simple_loss=0.3267, pruned_loss=0.09199, over 12423.00 frames. utt_duration=372.3 frames, utt_pad_proportion=0.04531, over 134.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.333, pruned_loss=0.09402, over 2473744.91 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07536, over 19800.16 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3205, pruned_loss=0.08432, over 2465695.89 frames. utt_duration=1215 frames, utt_pad_proportion=0.07257, over 8125.60 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3329, pruned_loss=0.09406, over 2474455.51 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07351, over 20815.11 utterances.], batch size: 134, lr: 5.92e-04
2022-08-22 23:38:38,546 INFO [train.py:927] (7/8) Epoch 5, batch 14450, giga_loss[loss=0.2492, simple_loss=0.3271, pruned_loss=0.0857, over 12389.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04167, over 37.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3317, pruned_loss=0.09374, over 2474237.74 frames. utt_duration=510.2 frames, utt_pad_proportion=0.07255, over 19454.43 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3206, pruned_loss=0.08457, over 2465890.76 frames. utt_duration=1215 frames, utt_pad_proportion=0.07203, over 8127.66 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3316, pruned_loss=0.09369, over 2474736.13 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07138, over 20408.12 utterances.], batch size: 37, lr: 5.92e-04
2022-08-22 23:40:23,172 INFO [train.py:927] (7/8) Epoch 5, batch 14500, giga_loss[loss=0.2217, simple_loss=0.3012, pruned_loss=0.07114, over 12389.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02563, over 66.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3292, pruned_loss=0.09318, over 2473782.56 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06778, over 18985.39 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3202, pruned_loss=0.08461, over 2465835.86 frames. utt_duration=1217 frames, utt_pad_proportion=0.07109, over 8113.76 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3298, pruned_loss=0.09336, over 2474466.37 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06739, over 20066.31 utterances.], batch size: 66, lr: 5.91e-04
2022-08-22 23:42:08,569 INFO [train.py:927] (7/8) Epoch 5, batch 14550, giga_loss[loss=0.2383, simple_loss=0.321, pruned_loss=0.07783, over 12329.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02799, over 74.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3284, pruned_loss=0.09363, over 2474253.68 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07271, over 20191.19 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3198, pruned_loss=0.08442, over 2465985.12 frames. utt_duration=1221 frames, utt_pad_proportion=0.07031, over 8090.18 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3295, pruned_loss=0.09407, over 2474760.40 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07252, over 21238.66 utterances.], batch size: 74, lr: 5.91e-04
2022-08-22 23:43:52,363 INFO [train.py:927] (7/8) Epoch 5, batch 14600, giga_loss[loss=0.2687, simple_loss=0.3322, pruned_loss=0.1026, over 12392.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07848, over 213.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3282, pruned_loss=0.09286, over 2474309.33 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06938, over 19831.76 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3195, pruned_loss=0.08449, over 2465974.95 frames. utt_duration=1226 frames, utt_pad_proportion=0.06883, over 8058.30 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3296, pruned_loss=0.09343, over 2474973.23 frames. utt_duration=471.3 frames, utt_pad_proportion=0.06992, over 21067.98 utterances.], batch size: 213, lr: 5.91e-04
2022-08-22 23:45:35,640 INFO [train.py:927] (7/8) Epoch 5, batch 14650, giga_loss[loss=0.3599, simple_loss=0.3891, pruned_loss=0.1653, over 12406.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3289, pruned_loss=0.0928, over 2474658.60 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06795, over 19718.16 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3198, pruned_loss=0.08467, over 2466093.17 frames. utt_duration=1227 frames, utt_pad_proportion=0.068, over 8051.18 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3298, pruned_loss=0.09323, over 2475231.04 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06873, over 20917.16 utterances.], batch size: 258, lr: 5.91e-04
2022-08-22 23:47:21,003 INFO [train.py:927] (7/8) Epoch 5, batch 14700, giga_loss[loss=0.289, simple_loss=0.3457, pruned_loss=0.1162, over 12406.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06296, over 183.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3324, pruned_loss=0.09638, over 2475170.69 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07113, over 20882.87 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3197, pruned_loss=0.08475, over 2466393.04 frames. utt_duration=1221 frames, utt_pad_proportion=0.07029, over 8092.72 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3335, pruned_loss=0.09689, over 2475552.94 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07092, over 22092.09 utterances.], batch size: 183, lr: 5.91e-04
2022-08-22 23:49:04,042 INFO [train.py:927] (7/8) Epoch 5, batch 14750, giga_loss[loss=0.2465, simple_loss=0.3168, pruned_loss=0.0881, over 12385.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03435, over 80.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3317, pruned_loss=0.09693, over 2475783.92 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07795, over 21228.81 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3194, pruned_loss=0.08478, over 2466770.09 frames. utt_duration=1211 frames, utt_pad_proportion=0.07379, over 8160.26 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3332, pruned_loss=0.09762, over 2475992.59 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07639, over 22476.83 utterances.], batch size: 80, lr: 5.91e-04
2022-08-22 23:50:46,688 INFO [train.py:927] (7/8) Epoch 5, batch 14800, giga_loss[loss=0.243, simple_loss=0.2993, pruned_loss=0.09335, over 12481.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04107, over 31.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3302, pruned_loss=0.09598, over 2475402.28 frames. utt_duration=485 frames, utt_pad_proportion=0.0749, over 20476.00 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3195, pruned_loss=0.08486, over 2466943.88 frames. utt_duration=1210 frames, utt_pad_proportion=0.0728, over 8166.23 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3316, pruned_loss=0.09677, over 2475650.57 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07412, over 21806.19 utterances.], batch size: 31, lr: 5.91e-04
2022-08-22 23:52:30,472 INFO [train.py:927] (7/8) Epoch 5, batch 14850, giga_loss[loss=0.2567, simple_loss=0.3418, pruned_loss=0.08584, over 12333.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.03667, over 26.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3291, pruned_loss=0.09361, over 2474420.71 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07173, over 19752.39 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3196, pruned_loss=0.08494, over 2467192.43 frames. utt_duration=1216 frames, utt_pad_proportion=0.07116, over 8126.79 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3304, pruned_loss=0.09444, over 2474597.30 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07186, over 21187.39 utterances.], batch size: 26, lr: 5.91e-04
2022-08-22 23:54:18,441 INFO [train.py:927] (7/8) Epoch 5, batch 14900, giga_loss[loss=0.2248, simple_loss=0.2983, pruned_loss=0.07567, over 12420.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02411, over 48.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3266, pruned_loss=0.09227, over 2474700.34 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07089, over 20231.07 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3197, pruned_loss=0.08506, over 2467282.89 frames. utt_duration=1218 frames, utt_pad_proportion=0.0706, over 8115.55 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3276, pruned_loss=0.09289, over 2474824.04 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07122, over 21469.73 utterances.], batch size: 48, lr: 5.90e-04
2022-08-22 23:56:01,974 INFO [train.py:927] (7/8) Epoch 5, batch 14950, giga_loss[loss=0.2411, simple_loss=0.3224, pruned_loss=0.07988, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03106, over 45.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3266, pruned_loss=0.09295, over 2475277.46 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06915, over 20320.98 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3196, pruned_loss=0.08507, over 2467343.73 frames. utt_duration=1218 frames, utt_pad_proportion=0.06977, over 8113.30 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3276, pruned_loss=0.09354, over 2475448.12 frames. utt_duration=461.8 frames, utt_pad_proportion=0.06977, over 21509.12 utterances.], batch size: 45, lr: 5.90e-04
2022-08-22 23:57:49,940 INFO [train.py:927] (7/8) Epoch 5, batch 15000, giga_loss[loss=0.2462, simple_loss=0.3357, pruned_loss=0.07835, over 12326.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03385, over 85.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3297, pruned_loss=0.09334, over 2474571.73 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06707, over 19770.99 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3194, pruned_loss=0.08503, over 2467042.47 frames. utt_duration=1223 frames, utt_pad_proportion=0.06878, over 8079.28 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3308, pruned_loss=0.09399, over 2475123.16 frames. utt_duration=473.9 frames, utt_pad_proportion=0.068, over 20957.92 utterances.], batch size: 85, lr: 5.90e-04
2022-08-22 23:57:49,942 INFO [train.py:958] (7/8) Computing validation loss
2022-08-22 23:58:03,586 INFO [train.py:967] (7/8) 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 23:59:45,300 INFO [train.py:927] (7/8) Epoch 5, batch 15050, giga_loss[loss=0.2973, simple_loss=0.3564, pruned_loss=0.119, over 12422.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07621, over 213.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3341, pruned_loss=0.09522, over 2474465.27 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07162, over 20617.91 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3199, pruned_loss=0.08524, over 2466883.96 frames. utt_duration=1212 frames, utt_pad_proportion=0.07271, over 8154.52 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3346, pruned_loss=0.09563, over 2475091.48 frames. utt_duration=460 frames, utt_pad_proportion=0.07086, over 21588.72 utterances.], batch size: 213, lr: 5.90e-04
2022-08-23 00:01:27,791 INFO [train.py:927] (7/8) Epoch 5, batch 15100, libri_loss[loss=0.2877, simple_loss=0.3347, pruned_loss=0.1203, over 12450.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03459, over 46.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3355, pruned_loss=0.09677, over 2474387.72 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06795, over 20252.49 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3201, pruned_loss=0.08562, over 2467226.92 frames. utt_duration=1212 frames, utt_pad_proportion=0.07197, over 8153.28 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.336, pruned_loss=0.09689, over 2474679.86 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06772, over 21180.92 utterances.], batch size: 46, lr: 5.90e-04
2022-08-23 00:03:16,271 INFO [train.py:927] (7/8) Epoch 5, batch 15150, giga_loss[loss=0.2519, simple_loss=0.3209, pruned_loss=0.09143, over 12372.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0278, over 48.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3338, pruned_loss=0.09618, over 2474639.14 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06256, over 19337.77 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3197, pruned_loss=0.08565, over 2467230.56 frames. utt_duration=1219 frames, utt_pad_proportion=0.06986, over 8103.20 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.335, pruned_loss=0.09662, over 2475135.11 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06331, over 20545.12 utterances.], batch size: 48, lr: 5.90e-04
2022-08-23 00:04:57,796 INFO [train.py:927] (7/8) Epoch 5, batch 15200, giga_loss[loss=0.2411, simple_loss=0.3149, pruned_loss=0.08371, over 12375.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04244, over 37.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3321, pruned_loss=0.09613, over 2474441.65 frames. utt_duration=513 frames, utt_pad_proportion=0.06245, over 19347.13 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3192, pruned_loss=0.08554, over 2467078.74 frames. utt_duration=1225 frames, utt_pad_proportion=0.06857, over 8068.04 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3338, pruned_loss=0.0968, over 2475133.63 frames. utt_duration=482.6 frames, utt_pad_proportion=0.06341, over 20575.88 utterances.], batch size: 37, lr: 5.90e-04
2022-08-23 00:06:40,770 INFO [train.py:927] (7/8) Epoch 5, batch 15250, giga_loss[loss=0.2529, simple_loss=0.3185, pruned_loss=0.09367, over 12106.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03709, over 30.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3329, pruned_loss=0.09696, over 2474337.53 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06306, over 19564.85 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.32, pruned_loss=0.08574, over 2467233.40 frames. utt_duration=1225 frames, utt_pad_proportion=0.06777, over 8066.02 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3337, pruned_loss=0.09746, over 2474835.18 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06404, over 20691.16 utterances.], batch size: 30, lr: 5.90e-04
2022-08-23 00:08:24,453 INFO [train.py:927] (7/8) Epoch 5, batch 15300, giga_loss[loss=0.2467, simple_loss=0.3195, pruned_loss=0.08695, over 12440.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03734, over 105.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3303, pruned_loss=0.09574, over 2473991.34 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06703, over 19589.82 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3195, pruned_loss=0.0856, over 2466952.97 frames. utt_duration=1227 frames, utt_pad_proportion=0.06676, over 8049.28 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3317, pruned_loss=0.09662, over 2474871.92 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06793, over 20883.80 utterances.], batch size: 105, lr: 5.89e-04
2022-08-23 00:10:09,950 INFO [train.py:927] (7/8) Epoch 5, batch 15350, giga_loss[loss=0.2927, simple_loss=0.3512, pruned_loss=0.1171, over 12432.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.0322, over 75.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3316, pruned_loss=0.09611, over 2474676.20 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07019, over 20000.83 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3193, pruned_loss=0.0855, over 2467070.45 frames. utt_duration=1229 frames, utt_pad_proportion=0.06623, over 8040.82 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3329, pruned_loss=0.09696, over 2475330.72 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07088, over 21119.54 utterances.], batch size: 75, lr: 5.89e-04
2022-08-23 00:11:54,295 INFO [train.py:927] (7/8) Epoch 5, batch 15400, giga_loss[loss=0.278, simple_loss=0.3433, pruned_loss=0.1064, over 12432.00 frames. utt_duration=905.6 frames, utt_pad_proportion=0.03244, over 55.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.331, pruned_loss=0.09625, over 2474982.48 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06956, over 20023.64 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3188, pruned_loss=0.08541, over 2467132.64 frames. utt_duration=1236 frames, utt_pad_proportion=0.06499, over 7997.06 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3329, pruned_loss=0.09731, over 2475648.38 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07066, over 21291.99 utterances.], batch size: 55, lr: 5.89e-04
2022-08-23 00:13:37,933 INFO [train.py:927] (7/8) Epoch 5, batch 15450, giga_loss[loss=0.3405, simple_loss=0.3735, pruned_loss=0.1537, over 12352.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3338, pruned_loss=0.09642, over 2474283.89 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07422, over 20873.84 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3186, pruned_loss=0.08539, over 2466955.06 frames. utt_duration=1238 frames, utt_pad_proportion=0.06454, over 7978.13 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3356, pruned_loss=0.09737, over 2475012.42 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07497, over 21984.32 utterances.], batch size: 369, lr: 5.89e-04
2022-08-23 00:15:19,774 INFO [train.py:927] (7/8) Epoch 5, batch 15500, giga_loss[loss=0.238, simple_loss=0.3219, pruned_loss=0.07707, over 12454.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03092, over 75.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3369, pruned_loss=0.09834, over 2473107.71 frames. utt_duration=477 frames, utt_pad_proportion=0.07489, over 20803.93 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3185, pruned_loss=0.08529, over 2466877.30 frames. utt_duration=1242 frames, utt_pad_proportion=0.06325, over 7956.86 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3389, pruned_loss=0.09955, over 2473994.03 frames. utt_duration=449 frames, utt_pad_proportion=0.07598, over 22114.32 utterances.], batch size: 75, lr: 5.89e-04
2022-08-23 00:17:01,988 INFO [train.py:927] (7/8) Epoch 5, batch 15550, giga_loss[loss=0.246, simple_loss=0.3097, pruned_loss=0.09118, over 12176.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03676, over 33.00 utterances.], tot_loss[loss=0.2695, simple_loss=0.3385, pruned_loss=0.1002, over 2474345.32 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07489, over 20974.13 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3189, pruned_loss=0.08564, over 2467202.78 frames. utt_duration=1239 frames, utt_pad_proportion=0.06256, over 7972.07 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3403, pruned_loss=0.1013, over 2474950.37 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07607, over 22355.12 utterances.], batch size: 33, lr: 5.89e-04
2022-08-23 00:18:43,439 INFO [train.py:927] (7/8) Epoch 5, batch 15600, giga_loss[loss=0.2865, simple_loss=0.3416, pruned_loss=0.1157, over 12370.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 367.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3375, pruned_loss=0.09948, over 2474259.26 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07471, over 21502.66 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3186, pruned_loss=0.08558, over 2467037.48 frames. utt_duration=1239 frames, utt_pad_proportion=0.06197, over 7971.41 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3397, pruned_loss=0.1007, over 2475051.86 frames. utt_duration=433 frames, utt_pad_proportion=0.07588, over 22943.88 utterances.], batch size: 367, lr: 5.89e-04
2022-08-23 00:20:25,296 INFO [train.py:927] (7/8) Epoch 5, batch 15650, giga_loss[loss=0.2256, simple_loss=0.3066, pruned_loss=0.07231, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03174, over 39.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3373, pruned_loss=0.09862, over 2473986.81 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07531, over 21586.34 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3184, pruned_loss=0.08562, over 2467592.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.06037, over 7938.86 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3399, pruned_loss=0.1, over 2474340.78 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07683, over 23214.14 utterances.], batch size: 39, lr: 5.89e-04
2022-08-23 00:22:07,934 INFO [train.py:927] (7/8) Epoch 5, batch 15700, giga_loss[loss=0.2783, simple_loss=0.352, pruned_loss=0.1023, over 12402.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03943, over 133.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3382, pruned_loss=0.09871, over 2474461.92 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07748, over 21601.97 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3194, pruned_loss=0.0864, over 2467863.90 frames. utt_duration=1211 frames, utt_pad_proportion=0.0723, over 8164.61 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3397, pruned_loss=0.09942, over 2474648.90 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07501, over 22995.69 utterances.], batch size: 133, lr: 5.88e-04
2022-08-23 00:23:52,135 INFO [train.py:927] (7/8) Epoch 5, batch 15750, giga_loss[loss=0.2812, simple_loss=0.3307, pruned_loss=0.1159, over 12480.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.036, over 40.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3356, pruned_loss=0.09718, over 2474044.81 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07583, over 20771.98 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3197, pruned_loss=0.08672, over 2467368.71 frames. utt_duration=1216 frames, utt_pad_proportion=0.0704, over 8127.45 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3371, pruned_loss=0.09779, over 2474818.63 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07455, over 22324.92 utterances.], batch size: 40, lr: 5.88e-04
2022-08-23 00:25:33,968 INFO [train.py:927] (7/8) Epoch 5, batch 15800, giga_loss[loss=0.274, simple_loss=0.3423, pruned_loss=0.1029, over 12446.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04079, over 146.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3345, pruned_loss=0.09762, over 2474556.52 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07705, over 20605.83 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3206, pruned_loss=0.08764, over 2467447.48 frames. utt_duration=1184 frames, utt_pad_proportion=0.08039, over 8347.17 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3356, pruned_loss=0.09776, over 2475414.57 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07267, over 22218.69 utterances.], batch size: 146, lr: 5.88e-04
2022-08-23 00:27:13,107 INFO [train.py:927] (7/8) Epoch 5, batch 15850, giga_loss[loss=0.2886, simple_loss=0.3592, pruned_loss=0.109, over 12399.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03824, over 113.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3338, pruned_loss=0.09823, over 2474804.93 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07957, over 21000.23 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3209, pruned_loss=0.08827, over 2467473.29 frames. utt_duration=1188 frames, utt_pad_proportion=0.0793, over 8319.36 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3347, pruned_loss=0.09799, over 2475589.11 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07631, over 22515.57 utterances.], batch size: 113, lr: 5.88e-04
2022-08-23 00:28:53,642 INFO [train.py:927] (7/8) Epoch 5, batch 15900, giga_loss[loss=0.2454, simple_loss=0.318, pruned_loss=0.08635, over 12255.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.031, over 45.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3309, pruned_loss=0.09575, over 2474770.42 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07957, over 20977.88 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3205, pruned_loss=0.08816, over 2467759.28 frames. utt_duration=1195 frames, utt_pad_proportion=0.07745, over 8268.00 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3323, pruned_loss=0.09594, over 2475368.78 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07762, over 22645.04 utterances.], batch size: 45, lr: 5.88e-04
2022-08-23 00:30:34,746 INFO [train.py:927] (7/8) Epoch 5, batch 15950, giga_loss[loss=0.3232, simple_loss=0.364, pruned_loss=0.1412, over 12374.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.329, pruned_loss=0.09432, over 2475052.73 frames. utt_duration=450 frames, utt_pad_proportion=0.088, over 22071.93 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3206, pruned_loss=0.08825, over 2468275.52 frames. utt_duration=1176 frames, utt_pad_proportion=0.08457, over 8407.54 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3304, pruned_loss=0.09463, over 2475318.17 frames. utt_duration=417.8 frames, utt_pad_proportion=0.08378, over 23782.48 utterances.], batch size: 258, lr: 5.88e-04
2022-08-23 00:32:23,545 INFO [train.py:927] (7/8) Epoch 5, batch 16000, giga_loss[loss=0.2397, simple_loss=0.3134, pruned_loss=0.08297, over 12478.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02937, over 55.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3251, pruned_loss=0.0918, over 2475903.32 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07987, over 21070.39 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3203, pruned_loss=0.08817, over 2468373.78 frames. utt_duration=1180 frames, utt_pad_proportion=0.08334, over 8379.68 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3266, pruned_loss=0.0922, over 2476147.71 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07729, over 22673.87 utterances.], batch size: 55, lr: 5.88e-04
2022-08-23 00:34:09,442 INFO [train.py:927] (7/8) Epoch 5, batch 16050, giga_loss[loss=0.2345, simple_loss=0.3121, pruned_loss=0.07849, over 12280.00 frames. utt_duration=911.3 frames, utt_pad_proportion=0.02643, over 54.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3272, pruned_loss=0.09273, over 2475245.14 frames. utt_duration=470.4 frames, utt_pad_proportion=0.0775, over 21111.80 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3205, pruned_loss=0.08824, over 2468322.91 frames. utt_duration=1181 frames, utt_pad_proportion=0.08302, over 8372.78 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3281, pruned_loss=0.093, over 2475510.85 frames. utt_duration=443 frames, utt_pad_proportion=0.0757, over 22425.41 utterances.], batch size: 54, lr: 5.88e-04
2022-08-23 00:35:49,740 INFO [train.py:927] (7/8) Epoch 5, batch 16100, giga_loss[loss=0.2768, simple_loss=0.3391, pruned_loss=0.1072, over 12466.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0343, over 86.00 utterances.], tot_loss[loss=0.258, simple_loss=0.329, pruned_loss=0.09351, over 2475883.43 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07567, over 21285.47 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3219, pruned_loss=0.08886, over 2468573.15 frames. utt_duration=1164 frames, utt_pad_proportion=0.08838, over 8495.99 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3288, pruned_loss=0.09335, over 2476096.05 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0725, over 22657.02 utterances.], batch size: 86, lr: 5.87e-04
2022-08-23 00:37:36,005 INFO [train.py:927] (7/8) Epoch 5, batch 16150, giga_loss[loss=0.2772, simple_loss=0.3474, pruned_loss=0.1035, over 12376.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02785, over 91.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3298, pruned_loss=0.09418, over 2475681.98 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07263, over 21062.86 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3217, pruned_loss=0.08875, over 2468418.29 frames. utt_duration=1165 frames, utt_pad_proportion=0.0881, over 8483.51 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3299, pruned_loss=0.09418, over 2476025.78 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07034, over 22206.02 utterances.], batch size: 91, lr: 5.87e-04
2022-08-23 00:39:20,369 INFO [train.py:927] (7/8) Epoch 5, batch 16200, giga_loss[loss=0.3183, simple_loss=0.3731, pruned_loss=0.1317, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03437, over 105.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3312, pruned_loss=0.09535, over 2475362.07 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07476, over 21096.58 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3214, pruned_loss=0.08856, over 2468254.84 frames. utt_duration=1172 frames, utt_pad_proportion=0.08616, over 8431.68 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3317, pruned_loss=0.09564, over 2475947.73 frames. utt_duration=444 frames, utt_pad_proportion=0.07333, over 22378.06 utterances.], batch size: 105, lr: 5.87e-04
2022-08-23 00:41:07,323 INFO [train.py:927] (7/8) Epoch 5, batch 16250, giga_loss[loss=0.2864, simple_loss=0.346, pruned_loss=0.1134, over 12414.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03937, over 105.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3315, pruned_loss=0.09602, over 2475416.14 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07811, over 21004.01 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3209, pruned_loss=0.08825, over 2468559.67 frames. utt_duration=1177 frames, utt_pad_proportion=0.08501, over 8402.45 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3325, pruned_loss=0.09665, over 2475770.87 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07704, over 22310.54 utterances.], batch size: 105, lr: 5.87e-04
2022-08-23 00:42:54,254 INFO [train.py:927] (7/8) Epoch 5, batch 16300, giga_loss[loss=0.2529, simple_loss=0.3273, pruned_loss=0.08923, over 12326.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.02938, over 66.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3329, pruned_loss=0.09536, over 2476255.73 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07606, over 20776.16 utterances.], libri_tot_loss[loss=0.2497, simple_loss=0.3217, pruned_loss=0.08887, over 2468947.57 frames. utt_duration=1159 frames, utt_pad_proportion=0.09049, over 8533.96 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3334, pruned_loss=0.09555, over 2476429.67 frames. utt_duration=449.6 frames, utt_pad_proportion=0.0733, over 22104.93 utterances.], batch size: 66, lr: 5.87e-04
2022-08-23 00:44:41,208 INFO [train.py:927] (7/8) Epoch 5, batch 16350, giga_loss[loss=0.3333, simple_loss=0.3727, pruned_loss=0.1469, over 12379.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3322, pruned_loss=0.09529, over 2476044.57 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07553, over 21101.37 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3217, pruned_loss=0.08875, over 2468722.89 frames. utt_duration=1159 frames, utt_pad_proportion=0.09005, over 8528.69 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3327, pruned_loss=0.0956, over 2476443.19 frames. utt_duration=446.4 frames, utt_pad_proportion=0.0735, over 22260.47 utterances.], batch size: 259, lr: 5.87e-04
2022-08-23 00:46:27,361 INFO [train.py:927] (7/8) Epoch 5, batch 16400, giga_loss[loss=0.2371, simple_loss=0.3077, pruned_loss=0.0833, over 12265.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02807, over 54.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3306, pruned_loss=0.0947, over 2475313.79 frames. utt_duration=465.3 frames, utt_pad_proportion=0.08014, over 21346.82 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3216, pruned_loss=0.08867, over 2468252.98 frames. utt_duration=1163 frames, utt_pad_proportion=0.08841, over 8500.80 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3314, pruned_loss=0.09523, over 2476279.44 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07867, over 22708.19 utterances.], batch size: 54, lr: 5.87e-04
2022-08-23 00:48:09,985 INFO [train.py:927] (7/8) Epoch 5, batch 16450, giga_loss[loss=0.2217, simple_loss=0.3007, pruned_loss=0.07135, over 12197.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04105, over 28.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3304, pruned_loss=0.09572, over 2474773.47 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08559, over 21905.23 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.322, pruned_loss=0.08915, over 2468051.36 frames. utt_duration=1168 frames, utt_pad_proportion=0.0864, over 8461.23 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3309, pruned_loss=0.09591, over 2475935.38 frames. utt_duration=425 frames, utt_pad_proportion=0.08478, over 23383.69 utterances.], batch size: 28, lr: 5.87e-04
2022-08-23 00:49:53,345 INFO [train.py:927] (7/8) Epoch 5, batch 16500, giga_loss[loss=0.2868, simple_loss=0.3577, pruned_loss=0.1079, over 12391.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03687, over 113.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3307, pruned_loss=0.0958, over 2474437.27 frames. utt_duration=463.6 frames, utt_pad_proportion=0.08174, over 21416.06 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3221, pruned_loss=0.08912, over 2468033.64 frames. utt_duration=1170 frames, utt_pad_proportion=0.08574, over 8446.66 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3311, pruned_loss=0.09602, over 2475413.35 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08152, over 22712.80 utterances.], batch size: 113, lr: 5.87e-04
2022-08-23 00:51:37,266 INFO [train.py:927] (7/8) Epoch 5, batch 16550, giga_loss[loss=0.2514, simple_loss=0.3243, pruned_loss=0.08924, over 12445.00 frames. utt_duration=548.4 frames, utt_pad_proportion=0.02251, over 91.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3304, pruned_loss=0.09629, over 2474699.30 frames. utt_duration=464.2 frames, utt_pad_proportion=0.08102, over 21393.51 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3215, pruned_loss=0.08872, over 2467977.63 frames. utt_duration=1176 frames, utt_pad_proportion=0.0836, over 8407.94 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3317, pruned_loss=0.09714, over 2475784.22 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08156, over 23012.85 utterances.], batch size: 91, lr: 5.86e-04
2022-08-23 00:53:20,420 INFO [train.py:927] (7/8) Epoch 5, batch 16600, giga_loss[loss=0.2523, simple_loss=0.3195, pruned_loss=0.0926, over 12215.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03774, over 28.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3301, pruned_loss=0.09675, over 2474234.59 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08041, over 21590.22 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3207, pruned_loss=0.08833, over 2467610.23 frames. utt_duration=1185 frames, utt_pad_proportion=0.08137, over 8339.67 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3322, pruned_loss=0.09807, over 2475701.11 frames. utt_duration=423.7 frames, utt_pad_proportion=0.0816, over 23451.63 utterances.], batch size: 28, lr: 5.86e-04
2022-08-23 00:55:03,987 INFO [train.py:927] (7/8) Epoch 5, batch 16650, giga_loss[loss=0.214, simple_loss=0.3067, pruned_loss=0.0606, over 12417.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03412, over 75.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3303, pruned_loss=0.09608, over 2473665.25 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07798, over 21005.05 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3203, pruned_loss=0.08822, over 2467384.22 frames. utt_duration=1186 frames, utt_pad_proportion=0.08102, over 8332.67 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3325, pruned_loss=0.0974, over 2475166.03 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07925, over 22740.36 utterances.], batch size: 75, lr: 5.86e-04
2022-08-23 00:56:46,666 INFO [train.py:927] (7/8) Epoch 5, batch 16700, giga_loss[loss=0.3334, simple_loss=0.381, pruned_loss=0.1429, over 12386.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07785, over 213.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3318, pruned_loss=0.09776, over 2473324.48 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07986, over 21458.21 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3204, pruned_loss=0.08809, over 2466940.62 frames. utt_duration=1192 frames, utt_pad_proportion=0.0792, over 8289.22 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3337, pruned_loss=0.09913, over 2475099.62 frames. utt_duration=427.5 frames, utt_pad_proportion=0.08133, over 23236.57 utterances.], batch size: 213, lr: 5.86e-04
2022-08-23 00:58:31,298 INFO [train.py:927] (7/8) Epoch 5, batch 16750, giga_loss[loss=0.2761, simple_loss=0.3482, pruned_loss=0.102, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04179, over 113.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3331, pruned_loss=0.09884, over 2473709.79 frames. utt_duration=473 frames, utt_pad_proportion=0.07925, over 20986.32 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3207, pruned_loss=0.0885, over 2467336.90 frames. utt_duration=1192 frames, utt_pad_proportion=0.07823, over 8289.26 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3348, pruned_loss=0.09988, over 2474944.66 frames. utt_duration=436.5 frames, utt_pad_proportion=0.08083, over 22754.09 utterances.], batch size: 113, lr: 5.86e-04
2022-08-23 01:00:16,108 INFO [train.py:927] (7/8) Epoch 5, batch 16800, libri_loss[loss=0.2077, simple_loss=0.282, pruned_loss=0.06666, over 12443.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007115, over 32.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3342, pruned_loss=0.09824, over 2473749.52 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07978, over 20909.99 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3206, pruned_loss=0.08846, over 2467348.48 frames. utt_duration=1188 frames, utt_pad_proportion=0.08053, over 8321.07 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3359, pruned_loss=0.09939, over 2474910.68 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08032, over 22644.09 utterances.], batch size: 32, lr: 5.86e-04
2022-08-23 01:02:00,206 INFO [train.py:927] (7/8) Epoch 5, batch 16850, giga_loss[loss=0.2239, simple_loss=0.3073, pruned_loss=0.07022, over 12364.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03161, over 62.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3328, pruned_loss=0.09696, over 2472952.50 frames. utt_duration=467.6 frames, utt_pad_proportion=0.08307, over 21222.81 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3208, pruned_loss=0.08858, over 2467105.72 frames. utt_duration=1174 frames, utt_pad_proportion=0.08353, over 8415.40 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3344, pruned_loss=0.09805, over 2474280.27 frames. utt_duration=434 frames, utt_pad_proportion=0.08226, over 22880.26 utterances.], batch size: 62, lr: 5.86e-04
2022-08-23 01:03:42,809 INFO [train.py:927] (7/8) Epoch 5, batch 16900, giga_loss[loss=0.2444, simple_loss=0.3184, pruned_loss=0.08514, over 12170.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03353, over 36.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3327, pruned_loss=0.09686, over 2472737.36 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08453, over 21737.70 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3201, pruned_loss=0.0882, over 2467165.03 frames. utt_duration=1181 frames, utt_pad_proportion=0.08216, over 8366.47 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3349, pruned_loss=0.0983, over 2473931.48 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08423, over 23465.34 utterances.], batch size: 36, lr: 5.86e-04
2022-08-23 01:05:30,700 INFO [train.py:927] (7/8) Epoch 5, batch 16950, giga_loss[loss=0.2986, simple_loss=0.3533, pruned_loss=0.1219, over 12423.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05525, over 162.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3331, pruned_loss=0.09754, over 2473749.69 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07869, over 21893.27 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3202, pruned_loss=0.08823, over 2467136.20 frames. utt_duration=1182 frames, utt_pad_proportion=0.08184, over 8359.64 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3349, pruned_loss=0.09868, over 2474729.49 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0789, over 23303.62 utterances.], batch size: 162, lr: 5.85e-04
2022-08-23 01:07:14,106 INFO [train.py:927] (7/8) Epoch 5, batch 17000, giga_loss[loss=0.2458, simple_loss=0.3226, pruned_loss=0.08455, over 12275.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02699, over 54.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3337, pruned_loss=0.09773, over 2473660.95 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07656, over 21585.12 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3204, pruned_loss=0.08811, over 2467409.29 frames. utt_duration=1183 frames, utt_pad_proportion=0.08021, over 8351.98 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3353, pruned_loss=0.09906, over 2474407.66 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07737, over 23155.77 utterances.], batch size: 54, lr: 5.85e-04
2022-08-23 01:08:56,184 INFO [train.py:927] (7/8) Epoch 5, batch 17050, libri_loss[loss=0.2219, simple_loss=0.2823, pruned_loss=0.08075, over 12295.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.00784, over 28.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3345, pruned_loss=0.09851, over 2473638.60 frames. utt_duration=447.9 frames, utt_pad_proportion=0.0808, over 22163.77 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3207, pruned_loss=0.0882, over 2467541.51 frames. utt_duration=1180 frames, utt_pad_proportion=0.07989, over 8374.58 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3359, pruned_loss=0.09972, over 2474273.85 frames. utt_duration=419 frames, utt_pad_proportion=0.08127, over 23701.27 utterances.], batch size: 28, lr: 5.85e-04
2022-08-23 01:10:37,285 INFO [train.py:927] (7/8) Epoch 5, batch 17100, giga_loss[loss=0.247, simple_loss=0.3266, pruned_loss=0.08375, over 12375.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.0281, over 70.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3334, pruned_loss=0.09747, over 2473582.45 frames. utt_duration=454.9 frames, utt_pad_proportion=0.0808, over 21820.31 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3207, pruned_loss=0.08823, over 2467464.36 frames. utt_duration=1178 frames, utt_pad_proportion=0.0793, over 8392.68 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3349, pruned_loss=0.09866, over 2474316.09 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08143, over 23359.26 utterances.], batch size: 70, lr: 5.85e-04
2022-08-23 01:12:23,328 INFO [train.py:927] (7/8) Epoch 5, batch 17150, libri_loss[loss=0.2638, simple_loss=0.3442, pruned_loss=0.09173, over 12456.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01423, over 40.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3336, pruned_loss=0.09779, over 2473178.86 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08357, over 22312.69 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3208, pruned_loss=0.08834, over 2467154.51 frames. utt_duration=1172 frames, utt_pad_proportion=0.08101, over 8433.01 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.335, pruned_loss=0.09893, over 2474211.55 frames. utt_duration=414.7 frames, utt_pad_proportion=0.08339, over 23950.39 utterances.], batch size: 40, lr: 5.85e-04
2022-08-23 01:14:04,375 INFO [train.py:927] (7/8) Epoch 5, batch 17200, giga_loss[loss=0.2344, simple_loss=0.3092, pruned_loss=0.07976, over 12379.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.02701, over 58.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3322, pruned_loss=0.09677, over 2473394.66 frames. utt_duration=457.9 frames, utt_pad_proportion=0.08112, over 21677.86 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3204, pruned_loss=0.088, over 2467498.46 frames. utt_duration=1180 frames, utt_pad_proportion=0.07867, over 8372.79 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3341, pruned_loss=0.0983, over 2474131.83 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08192, over 23525.32 utterances.], batch size: 58, lr: 5.85e-04
2022-08-23 01:15:48,022 INFO [train.py:927] (7/8) Epoch 5, batch 17250, giga_loss[loss=0.2065, simple_loss=0.2747, pruned_loss=0.06916, over 12275.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02954, over 45.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3281, pruned_loss=0.09552, over 2473512.37 frames. utt_duration=464.1 frames, utt_pad_proportion=0.08115, over 21384.72 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3202, pruned_loss=0.08802, over 2467725.25 frames. utt_duration=1184 frames, utt_pad_proportion=0.0778, over 8349.74 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3301, pruned_loss=0.09692, over 2474034.86 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08213, over 23238.60 utterances.], batch size: 45, lr: 5.85e-04
2022-08-23 01:17:33,146 INFO [train.py:927] (7/8) Epoch 5, batch 17300, giga_loss[loss=0.2653, simple_loss=0.3392, pruned_loss=0.09573, over 12424.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06656, over 184.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3262, pruned_loss=0.09458, over 2473634.41 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07821, over 21274.89 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.32, pruned_loss=0.08794, over 2467522.31 frames. utt_duration=1187 frames, utt_pad_proportion=0.07727, over 8328.29 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.328, pruned_loss=0.09582, over 2474294.65 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07936, over 22872.71 utterances.], batch size: 184, lr: 5.85e-04
2022-08-23 01:19:17,617 INFO [train.py:927] (7/8) Epoch 5, batch 17350, giga_loss[loss=0.2487, simple_loss=0.3398, pruned_loss=0.07882, over 12368.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04257, over 133.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3265, pruned_loss=0.09237, over 2473563.70 frames. utt_duration=461 frames, utt_pad_proportion=0.07601, over 21531.73 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3206, pruned_loss=0.08813, over 2467412.54 frames. utt_duration=1190 frames, utt_pad_proportion=0.07643, over 8304.46 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3274, pruned_loss=0.09328, over 2474279.98 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07731, over 22996.78 utterances.], batch size: 133, lr: 5.84e-04
2022-08-23 01:21:02,258 INFO [train.py:927] (7/8) Epoch 5, batch 17400, giga_loss[loss=0.2427, simple_loss=0.3166, pruned_loss=0.0844, over 12426.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03002, over 80.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3244, pruned_loss=0.0887, over 2474420.38 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0732, over 21852.05 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.321, pruned_loss=0.08815, over 2467545.04 frames. utt_duration=1186 frames, utt_pad_proportion=0.07792, over 8332.85 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3251, pruned_loss=0.0895, over 2475102.35 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07389, over 23481.34 utterances.], batch size: 80, lr: 5.84e-04
2022-08-23 01:22:46,084 INFO [train.py:927] (7/8) Epoch 5, batch 17450, giga_loss[loss=0.2157, simple_loss=0.3056, pruned_loss=0.06286, over 12389.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03535, over 37.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3216, pruned_loss=0.08493, over 2475740.08 frames. utt_duration=439 frames, utt_pad_proportion=0.07152, over 22632.61 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.321, pruned_loss=0.08815, over 2467611.32 frames. utt_duration=1187 frames, utt_pad_proportion=0.07763, over 8325.18 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3221, pruned_loss=0.08555, over 2476248.25 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07222, over 23985.01 utterances.], batch size: 37, lr: 5.84e-04
2022-08-23 01:24:31,695 INFO [train.py:927] (7/8) Epoch 5, batch 17500, giga_loss[loss=0.2123, simple_loss=0.2999, pruned_loss=0.06229, over 12338.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03378, over 51.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3213, pruned_loss=0.08366, over 2475654.29 frames. utt_duration=421.1 frames, utt_pad_proportion=0.07314, over 23594.96 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3206, pruned_loss=0.08804, over 2467390.18 frames. utt_duration=1192 frames, utt_pad_proportion=0.07653, over 8289.99 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.322, pruned_loss=0.08415, over 2476386.80 frames. utt_duration=398.1 frames, utt_pad_proportion=0.0739, over 24971.20 utterances.], batch size: 51, lr: 5.84e-04
2022-08-23 01:26:12,944 INFO [train.py:927] (7/8) Epoch 5, batch 17550, giga_loss[loss=0.2251, simple_loss=0.309, pruned_loss=0.07056, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03351, over 122.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.319, pruned_loss=0.08146, over 2476124.29 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07068, over 23867.38 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3201, pruned_loss=0.08758, over 2467405.22 frames. utt_duration=1197 frames, utt_pad_proportion=0.07519, over 8254.73 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.32, pruned_loss=0.08214, over 2476959.36 frames. utt_duration=391 frames, utt_pad_proportion=0.07175, over 25435.67 utterances.], batch size: 122, lr: 5.84e-04
2022-08-23 01:27:58,387 INFO [train.py:927] (7/8) Epoch 5, batch 17600, giga_loss[loss=0.2295, simple_loss=0.3175, pruned_loss=0.07069, over 12388.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03942, over 113.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3167, pruned_loss=0.07953, over 2476705.27 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06935, over 23865.66 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3197, pruned_loss=0.08747, over 2467427.77 frames. utt_duration=1202 frames, utt_pad_proportion=0.07411, over 8219.87 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3178, pruned_loss=0.08003, over 2477541.40 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07056, over 25423.50 utterances.], batch size: 113, lr: 5.84e-04
2022-08-23 01:29:40,733 INFO [train.py:927] (7/8) Epoch 5, batch 17650, giga_loss[loss=0.1989, simple_loss=0.2894, pruned_loss=0.05418, over 12408.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04342, over 146.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.314, pruned_loss=0.07757, over 2476542.37 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07382, over 24516.88 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3194, pruned_loss=0.08748, over 2467555.11 frames. utt_duration=1196 frames, utt_pad_proportion=0.07631, over 8262.53 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3151, pruned_loss=0.07776, over 2477350.63 frames. utt_duration=380.3 frames, utt_pad_proportion=0.07394, over 26158.57 utterances.], batch size: 146, lr: 5.84e-04
2022-08-23 01:31:24,832 INFO [train.py:927] (7/8) Epoch 5, batch 17700, giga_loss[loss=0.2002, simple_loss=0.2895, pruned_loss=0.05544, over 12422.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02705, over 58.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3101, pruned_loss=0.07508, over 2476492.13 frames. utt_duration=399.8 frames, utt_pad_proportion=0.07518, over 24865.84 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3195, pruned_loss=0.0876, over 2467410.40 frames. utt_duration=1201 frames, utt_pad_proportion=0.07466, over 8225.00 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3106, pruned_loss=0.07479, over 2477546.43 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07567, over 26686.21 utterances.], batch size: 58, lr: 5.84e-04
2022-08-23 01:33:10,487 INFO [train.py:927] (7/8) Epoch 5, batch 17750, giga_loss[loss=0.202, simple_loss=0.2769, pruned_loss=0.06355, over 12342.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1894, over 362.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3083, pruned_loss=0.07425, over 2476287.97 frames. utt_duration=398.9 frames, utt_pad_proportion=0.07431, over 24921.40 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3195, pruned_loss=0.08754, over 2467351.81 frames. utt_duration=1201 frames, utt_pad_proportion=0.07392, over 8225.07 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3086, pruned_loss=0.0738, over 2477397.56 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07493, over 26747.05 utterances.], batch size: 362, lr: 5.84e-04
2022-08-23 01:35:07,182 INFO [train.py:927] (7/8) Epoch 5, batch 17800, giga_loss[loss=0.2294, simple_loss=0.3181, pruned_loss=0.07033, over 12407.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03672, over 105.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3086, pruned_loss=0.07374, over 2476527.92 frames. utt_duration=393.1 frames, utt_pad_proportion=0.0764, over 25294.74 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3191, pruned_loss=0.08738, over 2467278.09 frames. utt_duration=1206 frames, utt_pad_proportion=0.07285, over 8195.80 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.309, pruned_loss=0.07328, over 2477638.70 frames. utt_duration=367.5 frames, utt_pad_proportion=0.07706, over 27073.77 utterances.], batch size: 105, lr: 5.83e-04
2022-08-23 01:37:06,449 INFO [train.py:927] (7/8) Epoch 5, batch 17850, giga_loss[loss=0.2936, simple_loss=0.3448, pruned_loss=0.1212, over 12371.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09528, over 255.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3088, pruned_loss=0.07336, over 2476208.85 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07265, over 24503.16 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3192, pruned_loss=0.08757, over 2467098.33 frames. utt_duration=1208 frames, utt_pad_proportion=0.07155, over 8178.01 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3087, pruned_loss=0.07251, over 2477481.75 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07379, over 26321.77 utterances.], batch size: 255, lr: 5.83e-04
2022-08-23 01:39:04,198 INFO [train.py:927] (7/8) Epoch 5, batch 17900, giga_loss[loss=0.208, simple_loss=0.3016, pruned_loss=0.0572, over 12439.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03479, over 43.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3075, pruned_loss=0.07242, over 2476605.93 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07556, over 25046.47 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3195, pruned_loss=0.0877, over 2467178.26 frames. utt_duration=1200 frames, utt_pad_proportion=0.07457, over 8233.43 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.307, pruned_loss=0.07128, over 2477780.38 frames. utt_duration=370.2 frames, utt_pad_proportion=0.0755, over 26873.43 utterances.], batch size: 43, lr: 5.83e-04
2022-08-23 01:41:15,630 INFO [train.py:927] (7/8) Epoch 5, batch 17950, giga_loss[loss=0.1966, simple_loss=0.2771, pruned_loss=0.058, over 12381.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04241, over 133.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3045, pruned_loss=0.07032, over 2477303.69 frames. utt_duration=399.6 frames, utt_pad_proportion=0.07507, over 24884.19 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3192, pruned_loss=0.08742, over 2467728.14 frames. utt_duration=1208 frames, utt_pad_proportion=0.07239, over 8183.06 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3038, pruned_loss=0.06904, over 2478109.83 frames. utt_duration=368 frames, utt_pad_proportion=0.0757, over 27032.51 utterances.], batch size: 133, lr: 5.83e-04
2022-08-23 01:43:09,117 INFO [train.py:927] (7/8) Epoch 5, batch 18000, giga_loss[loss=0.2488, simple_loss=0.3306, pruned_loss=0.08345, over 12350.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.02916, over 85.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3038, pruned_loss=0.06994, over 2477589.61 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07157, over 24526.38 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3196, pruned_loss=0.08746, over 2468017.27 frames. utt_duration=1211 frames, utt_pad_proportion=0.07131, over 8159.56 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3026, pruned_loss=0.06856, over 2478126.90 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07262, over 26563.89 utterances.], batch size: 85, lr: 5.83e-04
2022-08-23 01:43:09,118 INFO [train.py:958] (7/8) Computing validation loss
2022-08-23 01:43:24,754 INFO [train.py:967] (7/8) 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 01:45:24,396 INFO [train.py:927] (7/8) Epoch 5, batch 18050, giga_loss[loss=0.2259, simple_loss=0.3159, pruned_loss=0.06791, over 12376.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04616, over 146.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3076, pruned_loss=0.06989, over 2477876.18 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06958, over 24288.85 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3224, pruned_loss=0.0878, over 2468231.84 frames. utt_duration=1213 frames, utt_pad_proportion=0.07047, over 8148.23 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.304, pruned_loss=0.06826, over 2478231.45 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07079, over 26133.02 utterances.], batch size: 146, lr: 5.83e-04
2022-08-23 01:47:35,797 INFO [train.py:927] (7/8) Epoch 5, batch 18100, libri_loss[loss=0.1917, simple_loss=0.2627, pruned_loss=0.06039, over 12269.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01177, over 28.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3048, pruned_loss=0.06839, over 2477647.01 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06694, over 24184.13 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.322, pruned_loss=0.08762, over 2468292.31 frames. utt_duration=1213 frames, utt_pad_proportion=0.0703, over 8147.00 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3021, pruned_loss=0.06701, over 2478017.60 frames. utt_duration=384.5 frames, utt_pad_proportion=0.0681, over 25863.41 utterances.], batch size: 28, lr: 5.83e-04
2022-08-23 01:49:38,273 INFO [train.py:927] (7/8) Epoch 5, batch 18150, giga_loss[loss=0.2236, simple_loss=0.3202, pruned_loss=0.06349, over 12387.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02801, over 85.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3069, pruned_loss=0.06846, over 2477772.69 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06727, over 24394.65 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3218, pruned_loss=0.08773, over 2468297.44 frames. utt_duration=1217 frames, utt_pad_proportion=0.06924, over 8125.24 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3046, pruned_loss=0.06694, over 2478211.32 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06843, over 26021.24 utterances.], batch size: 85, lr: 5.83e-04
2022-08-23 01:51:37,592 INFO [train.py:927] (7/8) Epoch 5, batch 18200, giga_loss[loss=0.2112, simple_loss=0.306, pruned_loss=0.05825, over 12457.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03506, over 98.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3084, pruned_loss=0.06817, over 2477640.02 frames. utt_duration=411.5 frames, utt_pad_proportion=0.0651, over 24155.05 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3213, pruned_loss=0.08764, over 2467865.83 frames. utt_duration=1221 frames, utt_pad_proportion=0.06783, over 8097.85 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3066, pruned_loss=0.06651, over 2478602.43 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06656, over 25918.64 utterances.], batch size: 98, lr: 5.82e-04
2022-08-23 01:53:44,060 INFO [train.py:927] (7/8) Epoch 5, batch 18250, giga_loss[loss=0.1961, simple_loss=0.2867, pruned_loss=0.05273, over 12384.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04002, over 113.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3085, pruned_loss=0.06784, over 2477408.40 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06243, over 23304.61 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3213, pruned_loss=0.08784, over 2467928.97 frames. utt_duration=1209 frames, utt_pad_proportion=0.07132, over 8177.05 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3067, pruned_loss=0.06582, over 2478362.65 frames. utt_duration=397 frames, utt_pad_proportion=0.06273, over 25045.53 utterances.], batch size: 113, lr: 5.82e-04
2022-08-23 01:56:02,871 INFO [train.py:927] (7/8) Epoch 5, batch 18300, giga_loss[loss=0.2574, simple_loss=0.3254, pruned_loss=0.0947, over 12399.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05972, over 182.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3081, pruned_loss=0.06864, over 2477139.20 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06243, over 23240.85 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3216, pruned_loss=0.08806, over 2467738.27 frames. utt_duration=1213 frames, utt_pad_proportion=0.06996, over 8147.92 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3061, pruned_loss=0.06641, over 2478271.43 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06302, over 24994.20 utterances.], batch size: 182, lr: 5.82e-04
2022-08-23 01:58:07,273 INFO [train.py:927] (7/8) Epoch 5, batch 18350, giga_loss[loss=0.1988, simple_loss=0.2844, pruned_loss=0.05663, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02965, over 45.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3051, pruned_loss=0.06765, over 2477397.28 frames. utt_duration=432.5 frames, utt_pad_proportion=0.06125, over 22973.90 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3211, pruned_loss=0.08777, over 2467507.71 frames. utt_duration=1217 frames, utt_pad_proportion=0.0687, over 8117.39 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3036, pruned_loss=0.0657, over 2478754.40 frames. utt_duration=402 frames, utt_pad_proportion=0.06212, over 24735.28 utterances.], batch size: 45, lr: 5.82e-04
2022-08-23 02:00:17,230 INFO [train.py:927] (7/8) Epoch 5, batch 18400, giga_loss[loss=0.1858, simple_loss=0.2822, pruned_loss=0.04464, over 12377.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06091, over 182.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3027, pruned_loss=0.06646, over 2477527.10 frames. utt_duration=431 frames, utt_pad_proportion=0.06018, over 23055.23 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.321, pruned_loss=0.08767, over 2467697.94 frames. utt_duration=1220 frames, utt_pad_proportion=0.0682, over 8103.24 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3015, pruned_loss=0.06482, over 2478512.83 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06107, over 24583.63 utterances.], batch size: 182, lr: 5.82e-04
2022-08-23 02:02:17,741 INFO [train.py:927] (7/8) Epoch 5, batch 18450, giga_loss[loss=0.2067, simple_loss=0.2866, pruned_loss=0.06346, over 12437.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07241, over 213.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3047, pruned_loss=0.06783, over 2477550.51 frames. utt_duration=423.4 frames, utt_pad_proportion=0.062, over 23469.76 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3214, pruned_loss=0.08798, over 2467817.78 frames. utt_duration=1220 frames, utt_pad_proportion=0.06768, over 8103.22 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3033, pruned_loss=0.06606, over 2478301.59 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06272, over 24805.92 utterances.], batch size: 213, lr: 5.82e-04
2022-08-23 02:04:23,530 INFO [train.py:927] (7/8) Epoch 5, batch 18500, giga_loss[loss=0.2019, simple_loss=0.2767, pruned_loss=0.0636, over 12374.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1906, over 363.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3033, pruned_loss=0.06786, over 2477351.12 frames. utt_duration=415.3 frames, utt_pad_proportion=0.06392, over 23930.93 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3211, pruned_loss=0.08783, over 2467802.22 frames. utt_duration=1223 frames, utt_pad_proportion=0.06723, over 8083.24 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3023, pruned_loss=0.06643, over 2478042.90 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06451, over 25142.31 utterances.], batch size: 363, lr: 5.82e-04
2022-08-23 02:06:35,163 INFO [train.py:927] (7/8) Epoch 5, batch 18550, giga_loss[loss=0.2205, simple_loss=0.3097, pruned_loss=0.06567, over 12440.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03436, over 105.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3051, pruned_loss=0.06788, over 2477393.92 frames. utt_duration=431.4 frames, utt_pad_proportion=0.06224, over 23035.66 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3211, pruned_loss=0.08764, over 2468066.14 frames. utt_duration=1224 frames, utt_pad_proportion=0.06586, over 8072.90 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3038, pruned_loss=0.06638, over 2477968.75 frames. utt_duration=407 frames, utt_pad_proportion=0.0632, over 24422.96 utterances.], batch size: 105, lr: 5.82e-04
2022-08-23 02:08:49,265 INFO [train.py:927] (7/8) Epoch 5, batch 18600, giga_loss[loss=0.2418, simple_loss=0.3134, pruned_loss=0.08514, over 12424.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03241, over 113.00 utterances.], tot_loss[loss=0.22, simple_loss=0.304, pruned_loss=0.06803, over 2478003.40 frames. utt_duration=421.2 frames, utt_pad_proportion=0.06416, over 23597.84 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3214, pruned_loss=0.08795, over 2467959.26 frames. utt_duration=1216 frames, utt_pad_proportion=0.06914, over 8131.64 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3023, pruned_loss=0.06618, over 2478720.85 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06369, over 24915.23 utterances.], batch size: 113, lr: 5.82e-04
2022-08-23 02:10:51,481 INFO [train.py:927] (7/8) Epoch 5, batch 18650, giga_loss[loss=0.2082, simple_loss=0.2797, pruned_loss=0.06837, over 12414.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05819, over 182.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2986, pruned_loss=0.06615, over 2478269.04 frames. utt_duration=415 frames, utt_pad_proportion=0.06611, over 23953.77 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3211, pruned_loss=0.08781, over 2468055.40 frames. utt_duration=1217 frames, utt_pad_proportion=0.06838, over 8123.14 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2973, pruned_loss=0.06444, over 2478927.79 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06585, over 25277.93 utterances.], batch size: 182, lr: 5.81e-04
2022-08-23 02:12:49,955 INFO [train.py:927] (7/8) Epoch 5, batch 18700, giga_loss[loss=0.2414, simple_loss=0.3123, pruned_loss=0.08528, over 12402.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09956, over 257.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2993, pruned_loss=0.06662, over 2478045.05 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06516, over 24177.09 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3211, pruned_loss=0.08781, over 2468055.40 frames. utt_duration=1217 frames, utt_pad_proportion=0.06838, over 8123.14 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2983, pruned_loss=0.06529, over 2478557.77 frames. utt_duration=394.5 frames, utt_pad_proportion=0.065, over 25207.70 utterances.], batch size: 257, lr: 5.81e-04
2022-08-23 02:14:55,168 INFO [train.py:927] (7/8) Epoch 5, batch 18750, giga_loss[loss=0.1962, simple_loss=0.2742, pruned_loss=0.05907, over 12470.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.033, over 40.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2981, pruned_loss=0.06571, over 2478346.12 frames. utt_duration=388 frames, utt_pad_proportion=0.06893, over 25628.59 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3217, pruned_loss=0.08802, over 2468220.26 frames. utt_duration=1213 frames, utt_pad_proportion=0.06848, over 8145.92 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2964, pruned_loss=0.06428, over 2478693.33 frames. utt_duration=374.3 frames, utt_pad_proportion=0.06865, over 26570.26 utterances.], batch size: 40, lr: 5.81e-04
2022-08-23 02:17:12,891 INFO [train.py:927] (7/8) Epoch 5, batch 18800, giga_loss[loss=0.2331, simple_loss=0.3245, pruned_loss=0.0709, over 12368.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04317, over 133.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2969, pruned_loss=0.06452, over 2478128.44 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06655, over 24936.38 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3217, pruned_loss=0.08799, over 2468153.16 frames. utt_duration=1215 frames, utt_pad_proportion=0.06823, over 8137.19 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2956, pruned_loss=0.06334, over 2478492.62 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06646, over 25748.49 utterances.], batch size: 133, lr: 5.81e-04
2022-08-23 02:19:11,045 INFO [train.py:927] (7/8) Epoch 5, batch 18850, giga_loss[loss=0.2237, simple_loss=0.2849, pruned_loss=0.08122, over 12390.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1716, over 355.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2969, pruned_loss=0.06505, over 2478254.40 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06689, over 24958.37 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3215, pruned_loss=0.08781, over 2468231.35 frames. utt_duration=1219 frames, utt_pad_proportion=0.06695, over 8107.02 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2954, pruned_loss=0.06375, over 2478716.63 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06715, over 26024.40 utterances.], batch size: 355, lr: 5.81e-04
2022-08-23 02:21:15,555 INFO [train.py:927] (7/8) Epoch 5, batch 18900, giga_loss[loss=0.2091, simple_loss=0.3094, pruned_loss=0.0544, over 12447.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03202, over 75.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2966, pruned_loss=0.06431, over 2478433.11 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06499, over 25034.98 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3212, pruned_loss=0.08771, over 2468363.33 frames. utt_duration=1208 frames, utt_pad_proportion=0.07076, over 8182.80 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2953, pruned_loss=0.06296, over 2478855.18 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06424, over 26100.30 utterances.], batch size: 75, lr: 5.81e-04
2022-08-23 02:23:11,433 INFO [train.py:927] (7/8) Epoch 5, batch 18950, giga_loss[loss=0.2163, simple_loss=0.2961, pruned_loss=0.06832, over 12387.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07199, over 212.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2988, pruned_loss=0.06518, over 2477833.53 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06677, over 24561.31 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3208, pruned_loss=0.08789, over 2468366.98 frames. utt_duration=1200 frames, utt_pad_proportion=0.07351, over 8236.65 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2972, pruned_loss=0.06311, over 2478509.04 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06533, over 25979.52 utterances.], batch size: 212, lr: 5.81e-04
2022-08-23 02:25:06,381 INFO [train.py:927] (7/8) Epoch 5, batch 19000, giga_loss[loss=0.1921, simple_loss=0.2803, pruned_loss=0.05194, over 12442.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07217, over 213.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2994, pruned_loss=0.0655, over 2477701.69 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06803, over 24837.11 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3208, pruned_loss=0.08785, over 2468375.52 frames. utt_duration=1193 frames, utt_pad_proportion=0.07628, over 8285.87 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2975, pruned_loss=0.06317, over 2478522.38 frames. utt_duration=376 frames, utt_pad_proportion=0.06602, over 26448.88 utterances.], batch size: 213, lr: 5.81e-04
2022-08-23 02:27:09,118 INFO [train.py:927] (7/8) Epoch 5, batch 19050, libri_loss[loss=0.2621, simple_loss=0.3344, pruned_loss=0.09489, over 12437.00 frames. utt_duration=958.4 frames, utt_pad_proportion=0.07041, over 52.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2979, pruned_loss=0.06482, over 2477123.58 frames. utt_duration=391.6 frames, utt_pad_proportion=0.0693, over 25384.07 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3207, pruned_loss=0.08783, over 2468147.17 frames. utt_duration=1198 frames, utt_pad_proportion=0.07538, over 8251.31 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.296, pruned_loss=0.06246, over 2478195.23 frames. utt_duration=367.2 frames, utt_pad_proportion=0.06787, over 27085.03 utterances.], batch size: 52, lr: 5.80e-04
2022-08-23 02:29:07,297 INFO [train.py:927] (7/8) Epoch 5, batch 19100, giga_loss[loss=0.2499, simple_loss=0.3209, pruned_loss=0.08941, over 12371.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09541, over 255.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2973, pruned_loss=0.06499, over 2477040.58 frames. utt_duration=409 frames, utt_pad_proportion=0.06849, over 24295.99 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3206, pruned_loss=0.08769, over 2468463.28 frames. utt_duration=1198 frames, utt_pad_proportion=0.07394, over 8253.43 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.295, pruned_loss=0.06236, over 2477928.88 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06766, over 26261.69 utterances.], batch size: 255, lr: 5.80e-04
2022-08-23 02:31:15,664 INFO [train.py:927] (7/8) Epoch 5, batch 19150, giga_loss[loss=0.2206, simple_loss=0.3087, pruned_loss=0.06627, over 12376.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0355, over 113.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2997, pruned_loss=0.0661, over 2477570.28 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06605, over 23962.66 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3203, pruned_loss=0.08756, over 2468791.74 frames. utt_duration=1201 frames, utt_pad_proportion=0.07209, over 8229.94 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2974, pruned_loss=0.06342, over 2478263.97 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06604, over 26054.86 utterances.], batch size: 113, lr: 5.80e-04
2022-08-23 02:33:10,078 INFO [train.py:927] (7/8) Epoch 5, batch 19200, giga_loss[loss=0.2319, simple_loss=0.3189, pruned_loss=0.07248, over 12414.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02788, over 62.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3003, pruned_loss=0.06635, over 2477660.50 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06362, over 23318.13 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3198, pruned_loss=0.08726, over 2468581.40 frames. utt_duration=1206 frames, utt_pad_proportion=0.07134, over 8199.66 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2983, pruned_loss=0.0639, over 2478635.33 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06396, over 25425.13 utterances.], batch size: 62, lr: 5.80e-04
2022-08-23 02:35:13,589 INFO [train.py:927] (7/8) Epoch 5, batch 19250, giga_loss[loss=0.2228, simple_loss=0.3143, pruned_loss=0.06565, over 12369.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04651, over 146.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3019, pruned_loss=0.06709, over 2477444.64 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06609, over 23434.67 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3195, pruned_loss=0.0873, over 2468721.25 frames. utt_duration=1212 frames, utt_pad_proportion=0.0698, over 8158.01 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.3002, pruned_loss=0.06459, over 2478364.09 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06658, over 25568.38 utterances.], batch size: 146, lr: 5.80e-04
2022-08-23 02:37:26,536 INFO [train.py:927] (7/8) Epoch 5, batch 19300, giga_loss[loss=0.2252, simple_loss=0.3006, pruned_loss=0.07487, over 12367.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04704, over 146.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3008, pruned_loss=0.06703, over 2477853.88 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07185, over 24412.37 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3192, pruned_loss=0.08714, over 2468848.85 frames. utt_duration=1205 frames, utt_pad_proportion=0.07218, over 8205.04 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2991, pruned_loss=0.06455, over 2478758.06 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07115, over 26581.82 utterances.], batch size: 146, lr: 5.80e-04
2022-08-23 02:39:23,825 INFO [train.py:927] (7/8) Epoch 5, batch 19350, giga_loss[loss=0.2259, simple_loss=0.3139, pruned_loss=0.06892, over 12355.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02989, over 91.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3002, pruned_loss=0.06678, over 2477968.00 frames. utt_duration=401.7 frames, utt_pad_proportion=0.07199, over 24746.73 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3187, pruned_loss=0.08695, over 2468616.80 frames. utt_duration=1210 frames, utt_pad_proportion=0.07084, over 8167.54 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2987, pruned_loss=0.06441, over 2479124.60 frames. utt_duration=369 frames, utt_pad_proportion=0.07178, over 26959.38 utterances.], batch size: 91, lr: 5.80e-04
2022-08-23 02:41:30,644 INFO [train.py:927] (7/8) Epoch 5, batch 19400, giga_loss[loss=0.1954, simple_loss=0.2816, pruned_loss=0.05464, over 12367.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03188, over 58.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2981, pruned_loss=0.06642, over 2476889.23 frames. utt_duration=409.4 frames, utt_pad_proportion=0.07254, over 24270.09 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3183, pruned_loss=0.08662, over 2468614.34 frames. utt_duration=1205 frames, utt_pad_proportion=0.07409, over 8203.31 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2968, pruned_loss=0.06421, over 2478087.56 frames. utt_duration=375.2 frames, utt_pad_proportion=0.07149, over 26506.76 utterances.], batch size: 58, lr: 5.80e-04
2022-08-23 02:43:26,516 INFO [train.py:927] (7/8) Epoch 5, batch 19450, giga_loss[loss=0.2059, simple_loss=0.2914, pruned_loss=0.0602, over 12402.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06962, over 212.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2986, pruned_loss=0.06574, over 2476861.06 frames. utt_duration=412.2 frames, utt_pad_proportion=0.07135, over 24108.80 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3184, pruned_loss=0.08635, over 2468175.02 frames. utt_duration=1212 frames, utt_pad_proportion=0.07186, over 8153.75 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2967, pruned_loss=0.06335, over 2478625.33 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07127, over 26651.72 utterances.], batch size: 212, lr: 5.80e-04
2022-08-23 02:45:24,578 INFO [train.py:927] (7/8) Epoch 5, batch 19500, giga_loss[loss=0.2084, simple_loss=0.2899, pruned_loss=0.06346, over 12415.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05772, over 182.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3, pruned_loss=0.06466, over 2476758.73 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06948, over 23445.36 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3183, pruned_loss=0.08636, over 2467877.38 frames. utt_duration=1216 frames, utt_pad_proportion=0.07047, over 8130.18 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2981, pruned_loss=0.0623, over 2478598.70 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06996, over 25837.74 utterances.], batch size: 182, lr: 5.79e-04
2022-08-23 02:47:34,627 INFO [train.py:927] (7/8) Epoch 5, batch 19550, giga_loss[loss=0.2032, simple_loss=0.2858, pruned_loss=0.06032, over 12339.00 frames. utt_duration=1335 frames, utt_pad_proportion=0.04385, over 37.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3012, pruned_loss=0.06483, over 2476881.95 frames. utt_duration=415.9 frames, utt_pad_proportion=0.0725, over 23891.87 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3188, pruned_loss=0.08673, over 2467925.62 frames. utt_duration=1203 frames, utt_pad_proportion=0.07477, over 8214.87 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2992, pruned_loss=0.06249, over 2478359.79 frames. utt_duration=385.1 frames, utt_pad_proportion=0.07149, over 25825.79 utterances.], batch size: 37, lr: 5.79e-04
2022-08-23 02:49:40,560 INFO [train.py:927] (7/8) Epoch 5, batch 19600, giga_loss[loss=0.2195, simple_loss=0.3108, pruned_loss=0.06409, over 12373.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04605, over 146.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3013, pruned_loss=0.06498, over 2477641.51 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06877, over 23800.09 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3178, pruned_loss=0.08632, over 2468143.63 frames. utt_duration=1212 frames, utt_pad_proportion=0.07295, over 8153.17 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2999, pruned_loss=0.06278, over 2478943.12 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06871, over 25909.09 utterances.], batch size: 146, lr: 5.79e-04
2022-08-23 02:51:55,976 INFO [train.py:927] (7/8) Epoch 5, batch 19650, giga_loss[loss=0.2228, simple_loss=0.3158, pruned_loss=0.06493, over 12324.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03533, over 51.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3027, pruned_loss=0.06487, over 2477784.83 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06568, over 23829.08 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3179, pruned_loss=0.08634, over 2468014.08 frames. utt_duration=1215 frames, utt_pad_proportion=0.0721, over 8132.99 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.3013, pruned_loss=0.06281, over 2479064.99 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06608, over 25737.89 utterances.], batch size: 51, lr: 5.79e-04
2022-08-23 02:54:08,509 INFO [train.py:927] (7/8) Epoch 5, batch 19700, libri_loss[loss=0.2864, simple_loss=0.3519, pruned_loss=0.1105, over 12387.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008892, over 38.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3043, pruned_loss=0.06588, over 2476925.50 frames. utt_duration=422 frames, utt_pad_proportion=0.06824, over 23542.21 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3173, pruned_loss=0.08605, over 2467907.95 frames. utt_duration=1223 frames, utt_pad_proportion=0.06966, over 8079.39 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.303, pruned_loss=0.06353, over 2478465.56 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06894, over 25818.90 utterances.], batch size: 38, lr: 5.79e-04
2022-08-23 02:56:28,385 INFO [train.py:927] (7/8) Epoch 5, batch 19750, giga_loss[loss=0.202, simple_loss=0.2894, pruned_loss=0.05735, over 12389.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0276, over 91.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3026, pruned_loss=0.06603, over 2476020.84 frames. utt_duration=436.3 frames, utt_pad_proportion=0.06491, over 22759.52 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3164, pruned_loss=0.08559, over 2467074.72 frames. utt_duration=1232 frames, utt_pad_proportion=0.06796, over 8018.53 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.302, pruned_loss=0.06394, over 2478292.39 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06626, over 25128.11 utterances.], batch size: 91, lr: 5.79e-04
2022-08-23 02:58:32,370 INFO [train.py:927] (7/8) Epoch 5, batch 19800, giga_loss[loss=0.2101, simple_loss=0.2855, pruned_loss=0.06733, over 12320.00 frames. utt_duration=967.2 frames, utt_pad_proportion=0.03282, over 51.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3007, pruned_loss=0.06452, over 2476181.32 frames. utt_duration=439.3 frames, utt_pad_proportion=0.064, over 22606.64 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3166, pruned_loss=0.08577, over 2467000.89 frames. utt_duration=1231 frames, utt_pad_proportion=0.0675, over 8025.16 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2999, pruned_loss=0.06246, over 2478192.17 frames. utt_duration=403 frames, utt_pad_proportion=0.06527, over 24665.89 utterances.], batch size: 51, lr: 5.79e-04
2022-08-23 03:00:36,345 INFO [train.py:927] (7/8) Epoch 5, batch 19850, giga_loss[loss=0.2095, simple_loss=0.2943, pruned_loss=0.06237, over 12389.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06023, over 182.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3029, pruned_loss=0.06539, over 2476285.12 frames. utt_duration=434.4 frames, utt_pad_proportion=0.06582, over 22863.85 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3167, pruned_loss=0.0857, over 2466786.46 frames. utt_duration=1235 frames, utt_pad_proportion=0.06734, over 7998.98 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.302, pruned_loss=0.06364, over 2478161.08 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06674, over 24649.43 utterances.], batch size: 182, lr: 5.79e-04
2022-08-23 03:02:27,433 INFO [train.py:927] (7/8) Epoch 5, batch 19900, giga_loss[loss=0.2114, simple_loss=0.3005, pruned_loss=0.06116, over 12363.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.02827, over 62.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3015, pruned_loss=0.06528, over 2476919.21 frames. utt_duration=436.1 frames, utt_pad_proportion=0.06518, over 22779.06 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3163, pruned_loss=0.0854, over 2466967.97 frames. utt_duration=1241 frames, utt_pad_proportion=0.06587, over 7961.53 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.3008, pruned_loss=0.06358, over 2478515.88 frames. utt_duration=403.2 frames, utt_pad_proportion=0.0664, over 24658.14 utterances.], batch size: 62, lr: 5.78e-04
2022-08-23 03:04:21,667 INFO [train.py:927] (7/8) Epoch 5, batch 19950, giga_loss[loss=0.2498, simple_loss=0.3319, pruned_loss=0.08382, over 12390.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04616, over 161.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3021, pruned_loss=0.06623, over 2477198.99 frames. utt_duration=422 frames, utt_pad_proportion=0.06796, over 23545.73 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.316, pruned_loss=0.08528, over 2467423.42 frames. utt_duration=1243 frames, utt_pad_proportion=0.0647, over 7948.56 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3015, pruned_loss=0.06455, over 2478301.43 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06904, over 25378.60 utterances.], batch size: 161, lr: 5.78e-04
2022-08-23 03:06:05,864 INFO [train.py:927] (7/8) Epoch 5, batch 20000, giga_loss[loss=0.2794, simple_loss=0.3421, pruned_loss=0.1084, over 12370.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09852, over 256.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3087, pruned_loss=0.07008, over 2476765.95 frames. utt_duration=432.1 frames, utt_pad_proportion=0.06799, over 22996.39 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3161, pruned_loss=0.08537, over 2467494.98 frames. utt_duration=1235 frames, utt_pad_proportion=0.06751, over 8004.25 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3079, pruned_loss=0.06822, over 2477835.22 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06814, over 24821.23 utterances.], batch size: 256, lr: 5.78e-04
2022-08-23 03:07:49,854 INFO [train.py:927] (7/8) Epoch 5, batch 20050, giga_loss[loss=0.247, simple_loss=0.3256, pruned_loss=0.08422, over 12265.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02794, over 54.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3105, pruned_loss=0.072, over 2476320.20 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07054, over 22624.74 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3163, pruned_loss=0.08538, over 2467534.79 frames. utt_duration=1233 frames, utt_pad_proportion=0.06754, over 8017.26 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3095, pruned_loss=0.07034, over 2477253.44 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0705, over 24253.47 utterances.], batch size: 54, lr: 5.78e-04
2022-08-23 03:09:32,193 INFO [train.py:927] (7/8) Epoch 5, batch 20100, giga_loss[loss=0.2244, simple_loss=0.2878, pruned_loss=0.08048, over 12437.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04814, over 34.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3065, pruned_loss=0.07165, over 2475571.03 frames. utt_duration=441.3 frames, utt_pad_proportion=0.0738, over 22507.13 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3171, pruned_loss=0.08567, over 2467361.33 frames. utt_duration=1237 frames, utt_pad_proportion=0.06643, over 7985.08 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3048, pruned_loss=0.06974, over 2476709.64 frames. utt_duration=411 frames, utt_pad_proportion=0.07398, over 24184.42 utterances.], batch size: 34, lr: 5.78e-04
2022-08-23 03:11:15,768 INFO [train.py:927] (7/8) Epoch 5, batch 20150, giga_loss[loss=0.1988, simple_loss=0.271, pruned_loss=0.06325, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04282, over 146.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2979, pruned_loss=0.06837, over 2475800.12 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07281, over 21858.50 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3171, pruned_loss=0.08575, over 2467363.61 frames. utt_duration=1239 frames, utt_pad_proportion=0.06566, over 7976.34 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2963, pruned_loss=0.06656, over 2476812.16 frames. utt_duration=425 frames, utt_pad_proportion=0.07327, over 23386.30 utterances.], batch size: 146, lr: 5.78e-04
2022-08-23 03:12:58,549 INFO [train.py:927] (7/8) Epoch 5, batch 20200, giga_loss[loss=0.1919, simple_loss=0.2735, pruned_loss=0.05514, over 12448.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03747, over 123.00 utterances.], tot_loss[loss=0.211, simple_loss=0.291, pruned_loss=0.06549, over 2476242.26 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06978, over 21007.54 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3164, pruned_loss=0.08535, over 2467368.62 frames. utt_duration=1243 frames, utt_pad_proportion=0.06473, over 7951.06 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.29, pruned_loss=0.06408, over 2477202.27 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07066, over 22482.93 utterances.], batch size: 123, lr: 5.78e-04
2022-08-23 03:14:39,949 INFO [train.py:927] (7/8) Epoch 5, batch 20250, giga_loss[loss=0.1794, simple_loss=0.2654, pruned_loss=0.04672, over 12395.00 frames. utt_duration=307.3 frames, utt_pad_proportion=0.05724, over 162.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.286, pruned_loss=0.06372, over 2475675.99 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06961, over 20945.35 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3161, pruned_loss=0.08525, over 2467729.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.06351, over 7941.79 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2847, pruned_loss=0.06216, over 2476361.49 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07075, over 22472.71 utterances.], batch size: 162, lr: 5.78e-04
2022-08-23 03:16:23,331 INFO [train.py:927] (7/8) Epoch 5, batch 20300, giga_loss[loss=0.1591, simple_loss=0.2437, pruned_loss=0.03724, over 12371.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2806, pruned_loss=0.06139, over 2474116.55 frames. utt_duration=498 frames, utt_pad_proportion=0.06834, over 19929.82 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3162, pruned_loss=0.08531, over 2467836.18 frames. utt_duration=1235 frames, utt_pad_proportion=0.06683, over 7999.79 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.279, pruned_loss=0.05978, over 2474660.34 frames. utt_duration=467.3 frames, utt_pad_proportion=0.0682, over 21246.97 utterances.], batch size: 58, lr: 5.78e-04
2022-08-23 03:18:06,812 INFO [train.py:927] (7/8) Epoch 5, batch 20350, giga_loss[loss=0.1696, simple_loss=0.2415, pruned_loss=0.04884, over 12346.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1952, over 367.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.276, pruned_loss=0.05956, over 2474103.86 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0681, over 19467.34 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3164, pruned_loss=0.08543, over 2467572.59 frames. utt_duration=1238 frames, utt_pad_proportion=0.06564, over 7979.89 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2736, pruned_loss=0.05752, over 2474959.57 frames. utt_duration=476.2 frames, utt_pad_proportion=0.0684, over 20852.91 utterances.], batch size: 367, lr: 5.77e-04
2022-08-23 03:19:46,982 INFO [train.py:927] (7/8) Epoch 5, batch 20400, giga_loss[loss=0.1565, simple_loss=0.2321, pruned_loss=0.04048, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02805, over 91.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2692, pruned_loss=0.05664, over 2474136.31 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07223, over 19819.14 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3164, pruned_loss=0.08552, over 2467537.72 frames. utt_duration=1239 frames, utt_pad_proportion=0.06537, over 7975.99 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.267, pruned_loss=0.05481, over 2474873.70 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07236, over 20966.14 utterances.], batch size: 91, lr: 5.77e-04
2022-08-23 03:21:29,329 INFO [train.py:927] (7/8) Epoch 5, batch 20450, giga_loss[loss=0.1499, simple_loss=0.2345, pruned_loss=0.03269, over 12408.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02803, over 58.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2746, pruned_loss=0.06014, over 2473682.13 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06815, over 19711.20 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3165, pruned_loss=0.08566, over 2467555.54 frames. utt_duration=1239 frames, utt_pad_proportion=0.06479, over 7977.57 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2716, pruned_loss=0.05779, over 2474436.26 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06872, over 20952.64 utterances.], batch size: 58, lr: 5.77e-04
2022-08-23 03:23:10,401 INFO [train.py:927] (7/8) Epoch 5, batch 20500, giga_loss[loss=0.2526, simple_loss=0.332, pruned_loss=0.08655, over 12375.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05976, over 182.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2863, pruned_loss=0.06581, over 2473959.40 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06269, over 18629.92 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3164, pruned_loss=0.08569, over 2467430.91 frames. utt_duration=1241 frames, utt_pad_proportion=0.06344, over 7965.44 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2824, pruned_loss=0.06296, over 2474933.89 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06401, over 20103.95 utterances.], batch size: 182, lr: 5.77e-04
2022-08-23 03:24:52,207 INFO [train.py:927] (7/8) Epoch 5, batch 20550, giga_loss[loss=0.2119, simple_loss=0.2955, pruned_loss=0.06416, over 12452.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03386, over 86.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2949, pruned_loss=0.06966, over 2474355.95 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06042, over 18693.97 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3161, pruned_loss=0.08558, over 2467691.96 frames. utt_duration=1246 frames, utt_pad_proportion=0.06164, over 7929.10 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2912, pruned_loss=0.06682, over 2475173.58 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06227, over 20326.34 utterances.], batch size: 86, lr: 5.77e-04
2022-08-23 03:26:35,261 INFO [train.py:927] (7/8) Epoch 5, batch 20600, giga_loss[loss=0.2115, simple_loss=0.2993, pruned_loss=0.06184, over 12367.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02873, over 70.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.2983, pruned_loss=0.07047, over 2473446.62 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06573, over 19168.35 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3162, pruned_loss=0.08563, over 2467811.50 frames. utt_duration=1246 frames, utt_pad_proportion=0.06139, over 7929.45 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2953, pruned_loss=0.06814, over 2474016.68 frames. utt_duration=484.5 frames, utt_pad_proportion=0.0669, over 20487.41 utterances.], batch size: 70, lr: 5.77e-04
2022-08-23 03:28:17,226 INFO [train.py:927] (7/8) Epoch 5, batch 20650, giga_loss[loss=0.2367, simple_loss=0.3227, pruned_loss=0.07529, over 12328.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03452, over 51.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3032, pruned_loss=0.07302, over 2473215.85 frames. utt_duration=528 frames, utt_pad_proportion=0.0688, over 18790.67 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3169, pruned_loss=0.08572, over 2467781.87 frames. utt_duration=1239 frames, utt_pad_proportion=0.0648, over 7976.15 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.2998, pruned_loss=0.07077, over 2473840.42 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06844, over 20054.88 utterances.], batch size: 51, lr: 5.77e-04
2022-08-23 03:29:59,070 INFO [train.py:927] (7/8) Epoch 5, batch 20700, giga_loss[loss=0.2274, simple_loss=0.3188, pruned_loss=0.06802, over 12430.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03635, over 113.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3076, pruned_loss=0.0747, over 2472974.60 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06673, over 18521.84 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3167, pruned_loss=0.08559, over 2467377.65 frames. utt_duration=1242 frames, utt_pad_proportion=0.06411, over 7953.66 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3049, pruned_loss=0.07287, over 2473903.68 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06681, over 19683.31 utterances.], batch size: 113, lr: 5.77e-04
2022-08-23 03:31:40,519 INFO [train.py:927] (7/8) Epoch 5, batch 20750, giga_loss[loss=0.248, simple_loss=0.3335, pruned_loss=0.08123, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03033, over 80.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3112, pruned_loss=0.07616, over 2473268.83 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06236, over 18127.37 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3165, pruned_loss=0.08569, over 2467342.39 frames. utt_duration=1245 frames, utt_pad_proportion=0.06301, over 7937.87 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3089, pruned_loss=0.07423, over 2474267.66 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06309, over 19444.55 utterances.], batch size: 80, lr: 5.77e-04
2022-08-23 03:33:23,641 INFO [train.py:927] (7/8) Epoch 5, batch 20800, giga_loss[loss=0.2396, simple_loss=0.3277, pruned_loss=0.07575, over 12321.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.03489, over 58.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3128, pruned_loss=0.0763, over 2473202.85 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06244, over 17943.78 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3163, pruned_loss=0.08569, over 2467217.43 frames. utt_duration=1248 frames, utt_pad_proportion=0.06219, over 7919.26 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3111, pruned_loss=0.0746, over 2474178.15 frames. utt_duration=517.5 frames, utt_pad_proportion=0.0633, over 19181.21 utterances.], batch size: 58, lr: 5.76e-04
2022-08-23 03:35:03,683 INFO [train.py:927] (7/8) Epoch 5, batch 20850, giga_loss[loss=0.2397, simple_loss=0.3187, pruned_loss=0.08035, over 12413.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03946, over 105.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.313, pruned_loss=0.07538, over 2473848.42 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05931, over 17364.86 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3167, pruned_loss=0.0859, over 2467479.06 frames. utt_duration=1236 frames, utt_pad_proportion=0.06551, over 7997.99 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3111, pruned_loss=0.07356, over 2474555.29 frames. utt_duration=535.2 frames, utt_pad_proportion=0.05885, over 18546.37 utterances.], batch size: 105, lr: 5.76e-04
2022-08-23 03:36:46,604 INFO [train.py:927] (7/8) Epoch 5, batch 20900, giga_loss[loss=0.2839, simple_loss=0.346, pruned_loss=0.1109, over 12424.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03727, over 123.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3145, pruned_loss=0.0776, over 2473134.27 frames. utt_duration=583 frames, utt_pad_proportion=0.05871, over 17011.85 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.316, pruned_loss=0.08553, over 2466771.95 frames. utt_duration=1246 frames, utt_pad_proportion=0.06339, over 7931.48 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3136, pruned_loss=0.07605, over 2474577.53 frames. utt_duration=539.6 frames, utt_pad_proportion=0.05904, over 18396.19 utterances.], batch size: 123, lr: 5.76e-04
2022-08-23 03:38:31,580 INFO [train.py:927] (7/8) Epoch 5, batch 20950, giga_loss[loss=0.2767, simple_loss=0.3433, pruned_loss=0.105, over 12364.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07523, over 212.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3149, pruned_loss=0.0794, over 2472898.30 frames. utt_duration=599.1 frames, utt_pad_proportion=0.0623, over 16552.53 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3155, pruned_loss=0.08534, over 2466946.13 frames. utt_duration=1252 frames, utt_pad_proportion=0.06161, over 7892.76 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3145, pruned_loss=0.07807, over 2474143.20 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06299, over 18023.92 utterances.], batch size: 212, lr: 5.76e-04
2022-08-23 03:40:15,350 INFO [train.py:927] (7/8) Epoch 5, batch 21000, giga_loss[loss=0.2516, simple_loss=0.3246, pruned_loss=0.08933, over 12385.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02682, over 91.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.315, pruned_loss=0.08015, over 2473149.58 frames. utt_duration=567.2 frames, utt_pad_proportion=0.0684, over 17487.33 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3157, pruned_loss=0.0854, over 2466935.43 frames. utt_duration=1252 frames, utt_pad_proportion=0.06111, over 7889.83 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3145, pruned_loss=0.079, over 2474186.00 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06876, over 18730.03 utterances.], batch size: 91, lr: 5.76e-04
2022-08-23 03:40:15,351 INFO [train.py:958] (7/8) Computing validation loss
2022-08-23 03:40:29,086 INFO [train.py:967] (7/8) 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 03:42:13,657 INFO [train.py:927] (7/8) Epoch 5, batch 21050, giga_loss[loss=0.2555, simple_loss=0.3246, pruned_loss=0.0932, over 12376.00 frames. utt_duration=1239 frames, utt_pad_proportion=0.03885, over 40.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3142, pruned_loss=0.07921, over 2472467.50 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06625, over 17504.46 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3157, pruned_loss=0.08531, over 2466842.76 frames. utt_duration=1254 frames, utt_pad_proportion=0.06093, over 7878.39 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3138, pruned_loss=0.07837, over 2473396.96 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06673, over 18535.38 utterances.], batch size: 40, lr: 5.76e-04
2022-08-23 03:43:58,699 INFO [train.py:927] (7/8) Epoch 5, batch 21100, giga_loss[loss=0.2025, simple_loss=0.2789, pruned_loss=0.06304, over 12433.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.0514, over 162.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3105, pruned_loss=0.07737, over 2472808.23 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06526, over 17958.72 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3159, pruned_loss=0.08525, over 2467143.19 frames. utt_duration=1253 frames, utt_pad_proportion=0.06112, over 7888.21 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.31, pruned_loss=0.07667, over 2473352.27 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06563, over 18890.03 utterances.], batch size: 162, lr: 5.76e-04
2022-08-23 03:45:45,117 INFO [train.py:927] (7/8) Epoch 5, batch 21150, giga_loss[loss=0.2179, simple_loss=0.2908, pruned_loss=0.07254, over 12389.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05921, over 182.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3057, pruned_loss=0.07516, over 2473569.43 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06571, over 18227.32 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3151, pruned_loss=0.08493, over 2467705.44 frames. utt_duration=1254 frames, utt_pad_proportion=0.06009, over 7879.81 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3056, pruned_loss=0.07449, over 2473786.12 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06642, over 19437.04 utterances.], batch size: 182, lr: 5.76e-04
2022-08-23 03:47:26,805 INFO [train.py:927] (7/8) Epoch 5, batch 21200, giga_loss[loss=0.2359, simple_loss=0.3203, pruned_loss=0.07571, over 12466.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03274, over 86.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3048, pruned_loss=0.0749, over 2472004.49 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06482, over 17477.33 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3151, pruned_loss=0.08511, over 2467782.53 frames. utt_duration=1247 frames, utt_pad_proportion=0.06302, over 7928.36 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3045, pruned_loss=0.07387, over 2472252.80 frames. utt_duration=529.6 frames, utt_pad_proportion=0.0644, over 18726.31 utterances.], batch size: 86, lr: 5.75e-04
2022-08-23 03:49:08,192 INFO [train.py:927] (7/8) Epoch 5, batch 21250, giga_loss[loss=0.2058, simple_loss=0.295, pruned_loss=0.05835, over 12384.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02755, over 70.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3026, pruned_loss=0.07378, over 2472471.52 frames. utt_duration=583.5 frames, utt_pad_proportion=0.0629, over 16993.74 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.315, pruned_loss=0.085, over 2467889.22 frames. utt_duration=1247 frames, utt_pad_proportion=0.06235, over 7925.90 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3022, pruned_loss=0.07286, over 2472652.65 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06295, over 18158.01 utterances.], batch size: 70, lr: 5.75e-04
2022-08-23 03:50:49,721 INFO [train.py:927] (7/8) Epoch 5, batch 21300, giga_loss[loss=0.2075, simple_loss=0.2945, pruned_loss=0.0602, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02636, over 48.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.2994, pruned_loss=0.07196, over 2473237.36 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05805, over 16525.76 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3147, pruned_loss=0.08477, over 2467938.99 frames. utt_duration=1252 frames, utt_pad_proportion=0.06147, over 7893.58 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.299, pruned_loss=0.07122, over 2473423.05 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05871, over 17632.82 utterances.], batch size: 48, lr: 5.75e-04
2022-08-23 03:52:31,859 INFO [train.py:927] (7/8) Epoch 5, batch 21350, giga_loss[loss=0.2028, simple_loss=0.2837, pruned_loss=0.06089, over 12358.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03172, over 85.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2959, pruned_loss=0.07082, over 2473152.46 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05493, over 16274.94 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3149, pruned_loss=0.08494, over 2467952.81 frames. utt_duration=1254 frames, utt_pad_proportion=0.06102, over 7881.66 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2953, pruned_loss=0.06996, over 2473326.37 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05579, over 17233.29 utterances.], batch size: 85, lr: 5.75e-04
2022-08-23 03:54:15,725 INFO [train.py:927] (7/8) Epoch 5, batch 21400, giga_loss[loss=0.21, simple_loss=0.2778, pruned_loss=0.07115, over 12255.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03097, over 45.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2932, pruned_loss=0.07001, over 2472176.16 frames. utt_duration=597 frames, utt_pad_proportion=0.05498, over 16605.58 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3154, pruned_loss=0.08524, over 2467735.96 frames. utt_duration=1257 frames, utt_pad_proportion=0.06037, over 7864.48 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2921, pruned_loss=0.06887, over 2472599.43 frames. utt_duration=566.5 frames, utt_pad_proportion=0.0559, over 17503.78 utterances.], batch size: 45, lr: 5.75e-04
2022-08-23 03:55:57,150 INFO [train.py:927] (7/8) Epoch 5, batch 21450, giga_loss[loss=0.1952, simple_loss=0.2767, pruned_loss=0.05687, over 12401.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04374, over 146.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2902, pruned_loss=0.06841, over 2471546.82 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05546, over 16472.83 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3154, pruned_loss=0.08517, over 2467760.35 frames. utt_duration=1261 frames, utt_pad_proportion=0.0595, over 7837.44 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2888, pruned_loss=0.06726, over 2471972.06 frames. utt_duration=571.1 frames, utt_pad_proportion=0.05648, over 17358.89 utterances.], batch size: 146, lr: 5.75e-04
2022-08-23 03:57:39,817 INFO [train.py:927] (7/8) Epoch 5, batch 21500, giga_loss[loss=0.2288, simple_loss=0.3071, pruned_loss=0.07529, over 12341.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.03054, over 66.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2909, pruned_loss=0.06917, over 2472295.46 frames. utt_duration=619.9 frames, utt_pad_proportion=0.0544, over 15991.26 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3162, pruned_loss=0.08571, over 2467824.97 frames. utt_duration=1247 frames, utt_pad_proportion=0.06337, over 7926.07 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2888, pruned_loss=0.0676, over 2472628.41 frames. utt_duration=592.9 frames, utt_pad_proportion=0.0537, over 16724.15 utterances.], batch size: 66, lr: 5.75e-04
2022-08-23 03:59:25,637 INFO [train.py:927] (7/8) Epoch 5, batch 21550, giga_loss[loss=0.2118, simple_loss=0.2874, pruned_loss=0.06805, over 12393.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02936, over 58.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.2965, pruned_loss=0.07223, over 2472529.74 frames. utt_duration=618.3 frames, utt_pad_proportion=0.05205, over 16035.66 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3166, pruned_loss=0.08564, over 2467592.06 frames. utt_duration=1250 frames, utt_pad_proportion=0.06281, over 7903.30 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2942, pruned_loss=0.07087, over 2473067.04 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05178, over 16745.58 utterances.], batch size: 58, lr: 5.75e-04
2022-08-23 04:01:05,090 INFO [train.py:927] (7/8) Epoch 5, batch 21600, giga_loss[loss=0.2448, simple_loss=0.3155, pruned_loss=0.08708, over 12399.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04912, over 34.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3031, pruned_loss=0.07535, over 2473026.62 frames. utt_duration=605.1 frames, utt_pad_proportion=0.05097, over 16389.05 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3174, pruned_loss=0.08566, over 2467795.59 frames. utt_duration=1253 frames, utt_pad_proportion=0.06212, over 7884.81 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3004, pruned_loss=0.07411, over 2473336.74 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05102, over 17069.33 utterances.], batch size: 34, lr: 5.75e-04
2022-08-23 04:02:47,322 INFO [train.py:927] (7/8) Epoch 5, batch 21650, giga_loss[loss=0.2339, simple_loss=0.3169, pruned_loss=0.07542, over 12403.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02574, over 66.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3089, pruned_loss=0.07708, over 2473242.60 frames. utt_duration=605.7 frames, utt_pad_proportion=0.04898, over 16372.52 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3175, pruned_loss=0.08567, over 2468005.30 frames. utt_duration=1254 frames, utt_pad_proportion=0.06165, over 7884.95 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3066, pruned_loss=0.07601, over 2473336.50 frames. utt_duration=583.9 frames, utt_pad_proportion=0.04923, over 16987.90 utterances.], batch size: 66, lr: 5.74e-04
2022-08-23 04:04:28,466 INFO [train.py:927] (7/8) Epoch 5, batch 21700, giga_loss[loss=0.2037, simple_loss=0.293, pruned_loss=0.05723, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0267, over 45.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3106, pruned_loss=0.07749, over 2473382.17 frames. utt_duration=579.7 frames, utt_pad_proportion=0.057, over 17109.50 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3169, pruned_loss=0.08547, over 2468198.10 frames. utt_duration=1258 frames, utt_pad_proportion=0.06018, over 7857.56 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3091, pruned_loss=0.07655, over 2473438.08 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05744, over 17918.47 utterances.], batch size: 45, lr: 5.74e-04
2022-08-23 04:06:11,793 INFO [train.py:927] (7/8) Epoch 5, batch 21750, giga_loss[loss=0.2087, simple_loss=0.2995, pruned_loss=0.05891, over 12434.00 frames. utt_duration=905.8 frames, utt_pad_proportion=0.03226, over 55.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3085, pruned_loss=0.07483, over 2474116.88 frames. utt_duration=587.3 frames, utt_pad_proportion=0.0575, over 16894.80 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.317, pruned_loss=0.08552, over 2468276.11 frames. utt_duration=1254 frames, utt_pad_proportion=0.06064, over 7882.27 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3072, pruned_loss=0.074, over 2474113.71 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05763, over 17546.93 utterances.], batch size: 55, lr: 5.74e-04
2022-08-23 04:07:57,134 INFO [train.py:927] (7/8) Epoch 5, batch 21800, giga_loss[loss=0.2337, simple_loss=0.3053, pruned_loss=0.08111, over 12449.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04429, over 34.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.311, pruned_loss=0.07613, over 2473489.13 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06067, over 17244.47 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3175, pruned_loss=0.08571, over 2468239.59 frames. utt_duration=1256 frames, utt_pad_proportion=0.05936, over 7869.48 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3092, pruned_loss=0.07496, over 2473665.01 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06119, over 18066.08 utterances.], batch size: 34, lr: 5.74e-04
2022-08-23 04:09:39,021 INFO [train.py:927] (7/8) Epoch 5, batch 21850, giga_loss[loss=0.2835, simple_loss=0.3476, pruned_loss=0.1097, over 12410.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04952, over 161.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3136, pruned_loss=0.07838, over 2474036.97 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06599, over 17812.90 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3175, pruned_loss=0.08568, over 2468574.84 frames. utt_duration=1257 frames, utt_pad_proportion=0.05881, over 7863.60 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.312, pruned_loss=0.07722, over 2474067.56 frames. utt_duration=529 frames, utt_pad_proportion=0.06633, over 18760.89 utterances.], batch size: 161, lr: 5.74e-04
2022-08-23 04:11:24,834 INFO [train.py:927] (7/8) Epoch 5, batch 21900, giga_loss[loss=0.2375, simple_loss=0.314, pruned_loss=0.0805, over 12387.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04852, over 161.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.315, pruned_loss=0.07979, over 2473579.40 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06863, over 18871.84 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3171, pruned_loss=0.08548, over 2468599.86 frames. utt_duration=1260 frames, utt_pad_proportion=0.05795, over 7847.37 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.314, pruned_loss=0.07892, over 2473676.49 frames. utt_duration=501 frames, utt_pad_proportion=0.06911, over 19809.40 utterances.], batch size: 161, lr: 5.74e-04
2022-08-23 04:13:12,968 INFO [train.py:927] (7/8) Epoch 5, batch 21950, giga_loss[loss=0.2689, simple_loss=0.3461, pruned_loss=0.0959, over 12348.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03223, over 85.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3147, pruned_loss=0.07954, over 2472747.29 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06833, over 17718.88 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3166, pruned_loss=0.08521, over 2468371.06 frames. utt_duration=1267 frames, utt_pad_proportion=0.05665, over 7802.39 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3143, pruned_loss=0.07891, over 2473198.75 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06939, over 18850.03 utterances.], batch size: 85, lr: 5.74e-04
2022-08-23 04:14:54,992 INFO [train.py:927] (7/8) Epoch 5, batch 22000, giga_loss[loss=0.2574, simple_loss=0.3262, pruned_loss=0.09431, over 12454.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03659, over 37.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3162, pruned_loss=0.07958, over 2471683.25 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06254, over 16588.82 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3167, pruned_loss=0.08541, over 2468196.21 frames. utt_duration=1268 frames, utt_pad_proportion=0.05602, over 7792.46 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3157, pruned_loss=0.0788, over 2472253.96 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06405, over 17621.23 utterances.], batch size: 37, lr: 5.74e-04
2022-08-23 04:16:40,085 INFO [train.py:927] (7/8) Epoch 5, batch 22050, giga_loss[loss=0.2252, simple_loss=0.3005, pruned_loss=0.07494, over 12351.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03268, over 58.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.315, pruned_loss=0.07888, over 2471942.99 frames. utt_duration=612.4 frames, utt_pad_proportion=0.05899, over 16186.36 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3168, pruned_loss=0.08538, over 2468338.63 frames. utt_duration=1269 frames, utt_pad_proportion=0.05558, over 7791.55 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3146, pruned_loss=0.07824, over 2472306.60 frames. utt_duration=580.8 frames, utt_pad_proportion=0.06059, over 17071.83 utterances.], batch size: 58, lr: 5.74e-04
2022-08-23 04:18:20,739 INFO [train.py:927] (7/8) Epoch 5, batch 22100, giga_loss[loss=0.2377, simple_loss=0.3162, pruned_loss=0.07961, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04148, over 146.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3144, pruned_loss=0.07926, over 2471842.25 frames. utt_duration=619.4 frames, utt_pad_proportion=0.06124, over 16002.26 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3172, pruned_loss=0.0858, over 2468431.65 frames. utt_duration=1260 frames, utt_pad_proportion=0.05842, over 7845.65 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3135, pruned_loss=0.07811, over 2472142.62 frames. utt_duration=584.6 frames, utt_pad_proportion=0.06111, over 16958.54 utterances.], batch size: 146, lr: 5.73e-04
2022-08-23 04:20:03,221 INFO [train.py:927] (7/8) Epoch 5, batch 22150, giga_loss[loss=0.2277, simple_loss=0.3108, pruned_loss=0.0723, over 12362.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3141, pruned_loss=0.07934, over 2471868.71 frames. utt_duration=622.8 frames, utt_pad_proportion=0.06506, over 15914.28 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3172, pruned_loss=0.08597, over 2468306.17 frames. utt_duration=1248 frames, utt_pad_proportion=0.06279, over 7917.78 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3134, pruned_loss=0.07824, over 2472264.14 frames. utt_duration=594.3 frames, utt_pad_proportion=0.0632, over 16683.21 utterances.], batch size: 62, lr: 5.73e-04
2022-08-23 04:21:43,088 INFO [train.py:927] (7/8) Epoch 5, batch 22200, giga_loss[loss=0.2289, simple_loss=0.3108, pruned_loss=0.07354, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03191, over 75.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3155, pruned_loss=0.07977, over 2472354.90 frames. utt_duration=625.3 frames, utt_pad_proportion=0.06493, over 15853.27 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3176, pruned_loss=0.08626, over 2468222.14 frames. utt_duration=1245 frames, utt_pad_proportion=0.06199, over 7942.33 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3145, pruned_loss=0.07839, over 2472886.83 frames. utt_duration=592.7 frames, utt_pad_proportion=0.06379, over 16730.02 utterances.], batch size: 75, lr: 5.73e-04
2022-08-23 04:23:26,022 INFO [train.py:927] (7/8) Epoch 5, batch 22250, giga_loss[loss=0.2565, simple_loss=0.3284, pruned_loss=0.09228, over 12412.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07222, over 212.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3151, pruned_loss=0.07909, over 2471389.28 frames. utt_duration=625.7 frames, utt_pad_proportion=0.06433, over 15836.75 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3177, pruned_loss=0.08632, over 2468141.81 frames. utt_duration=1244 frames, utt_pad_proportion=0.06119, over 7948.64 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3141, pruned_loss=0.0777, over 2471995.58 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06387, over 16783.94 utterances.], batch size: 212, lr: 5.73e-04
2022-08-23 04:25:05,350 INFO [train.py:927] (7/8) Epoch 5, batch 22300, giga_loss[loss=0.2062, simple_loss=0.2851, pruned_loss=0.06364, over 12402.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02876, over 58.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3134, pruned_loss=0.07838, over 2471101.99 frames. utt_duration=636.3 frames, utt_pad_proportion=0.06376, over 15569.62 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3186, pruned_loss=0.08667, over 2468340.48 frames. utt_duration=1241 frames, utt_pad_proportion=0.06083, over 7965.37 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3118, pruned_loss=0.07683, over 2471438.76 frames. utt_duration=604 frames, utt_pad_proportion=0.06359, over 16406.70 utterances.], batch size: 58, lr: 5.73e-04
2022-08-23 04:26:46,212 INFO [train.py:927] (7/8) Epoch 5, batch 22350, libri_loss[loss=0.2627, simple_loss=0.3373, pruned_loss=0.09407, over 12400.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03747, over 46.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3125, pruned_loss=0.07834, over 2471526.86 frames. utt_duration=608.2 frames, utt_pad_proportion=0.06779, over 16293.18 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3188, pruned_loss=0.08692, over 2468368.10 frames. utt_duration=1244 frames, utt_pad_proportion=0.05976, over 7949.54 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3108, pruned_loss=0.07667, over 2471833.63 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06802, over 17171.68 utterances.], batch size: 46, lr: 5.73e-04
2022-08-23 04:28:27,187 INFO [train.py:927] (7/8) Epoch 5, batch 22400, giga_loss[loss=0.2267, simple_loss=0.2962, pruned_loss=0.07865, over 12229.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02873, over 39.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3092, pruned_loss=0.07718, over 2472067.85 frames. utt_duration=617.4 frames, utt_pad_proportion=0.0694, over 16055.00 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3189, pruned_loss=0.08717, over 2468427.23 frames. utt_duration=1236 frames, utt_pad_proportion=0.06295, over 8000.40 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3075, pruned_loss=0.07532, over 2472385.25 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06847, over 16992.88 utterances.], batch size: 39, lr: 5.73e-04
2022-08-23 04:30:08,674 INFO [train.py:927] (7/8) Epoch 5, batch 22450, giga_loss[loss=0.2242, simple_loss=0.3021, pruned_loss=0.0731, over 12414.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3058, pruned_loss=0.07582, over 2472812.16 frames. utt_duration=636.9 frames, utt_pad_proportion=0.06397, over 15566.32 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.319, pruned_loss=0.08747, over 2468204.43 frames. utt_duration=1237 frames, utt_pad_proportion=0.06229, over 7989.53 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3041, pruned_loss=0.07377, over 2473370.49 frames. utt_duration=599.8 frames, utt_pad_proportion=0.06382, over 16534.92 utterances.], batch size: 183, lr: 5.73e-04
2022-08-23 04:31:49,359 INFO [train.py:927] (7/8) Epoch 5, batch 22500, giga_loss[loss=0.2073, simple_loss=0.2818, pruned_loss=0.06639, over 12181.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03629, over 28.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3044, pruned_loss=0.07559, over 2472369.25 frames. utt_duration=615.6 frames, utt_pad_proportion=0.06681, over 16104.86 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3185, pruned_loss=0.0872, over 2468545.78 frames. utt_duration=1240 frames, utt_pad_proportion=0.06103, over 7972.95 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.303, pruned_loss=0.07369, over 2472689.54 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06708, over 17223.61 utterances.], batch size: 28, lr: 5.73e-04
2022-08-23 04:33:29,439 INFO [train.py:927] (7/8) Epoch 5, batch 22550, giga_loss[loss=0.2171, simple_loss=0.3042, pruned_loss=0.06504, over 12334.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03006, over 62.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3065, pruned_loss=0.07675, over 2473132.71 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06943, over 17154.21 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3186, pruned_loss=0.08717, over 2468455.87 frames. utt_duration=1242 frames, utt_pad_proportion=0.06056, over 7960.25 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3051, pruned_loss=0.07519, over 2473496.98 frames. utt_duration=547.4 frames, utt_pad_proportion=0.0697, over 18122.99 utterances.], batch size: 62, lr: 5.72e-04
2022-08-23 04:35:10,194 INFO [train.py:927] (7/8) Epoch 5, batch 22600, giga_loss[loss=0.2039, simple_loss=0.2988, pruned_loss=0.05449, over 12366.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3074, pruned_loss=0.07578, over 2473513.46 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06426, over 17630.38 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3187, pruned_loss=0.08698, over 2468344.02 frames. utt_duration=1247 frames, utt_pad_proportion=0.05973, over 7927.35 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.306, pruned_loss=0.07452, over 2473975.99 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06507, over 18591.57 utterances.], batch size: 62, lr: 5.72e-04
2022-08-23 04:36:48,813 INFO [train.py:927] (7/8) Epoch 5, batch 22650, giga_loss[loss=0.2074, simple_loss=0.2858, pruned_loss=0.06447, over 12481.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03441, over 37.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3057, pruned_loss=0.07395, over 2474485.43 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06416, over 17937.65 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3187, pruned_loss=0.08701, over 2468516.42 frames. utt_duration=1251 frames, utt_pad_proportion=0.05882, over 7905.01 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3043, pruned_loss=0.07268, over 2474798.43 frames. utt_duration=525 frames, utt_pad_proportion=0.06518, over 18908.26 utterances.], batch size: 37, lr: 5.72e-04
2022-08-23 04:38:29,306 INFO [train.py:927] (7/8) Epoch 5, batch 22700, libri_loss[loss=0.2537, simple_loss=0.3248, pruned_loss=0.09126, over 12291.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005959, over 32.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3057, pruned_loss=0.07403, over 2473936.02 frames. utt_duration=552.1 frames, utt_pad_proportion=0.0632, over 17972.58 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3186, pruned_loss=0.08671, over 2468356.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05781, over 7862.81 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3045, pruned_loss=0.07299, over 2474464.00 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06446, over 19025.24 utterances.], batch size: 32, lr: 5.72e-04
2022-08-23 04:40:12,751 INFO [train.py:927] (7/8) Epoch 5, batch 22750, giga_loss[loss=0.2363, simple_loss=0.3064, pruned_loss=0.08314, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02912, over 45.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3072, pruned_loss=0.07495, over 2473449.14 frames. utt_duration=538 frames, utt_pad_proportion=0.06987, over 18440.31 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3188, pruned_loss=0.08685, over 2468236.11 frames. utt_duration=1259 frames, utt_pad_proportion=0.05692, over 7853.62 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3057, pruned_loss=0.07377, over 2474079.37 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07093, over 19477.02 utterances.], batch size: 45, lr: 5.72e-04
2022-08-23 04:41:52,934 INFO [train.py:927] (7/8) Epoch 5, batch 22800, giga_loss[loss=0.2106, simple_loss=0.2996, pruned_loss=0.06081, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0369, over 37.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3086, pruned_loss=0.07551, over 2473162.27 frames. utt_duration=567.2 frames, utt_pad_proportion=0.06663, over 17488.40 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3188, pruned_loss=0.08708, over 2468073.99 frames. utt_duration=1247 frames, utt_pad_proportion=0.0606, over 7924.64 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3069, pruned_loss=0.07381, over 2474048.20 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06649, over 18734.92 utterances.], batch size: 37, lr: 5.72e-04
2022-08-23 04:43:33,424 INFO [train.py:927] (7/8) Epoch 5, batch 22850, giga_loss[loss=0.238, simple_loss=0.3044, pruned_loss=0.08581, over 12428.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04464, over 31.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3087, pruned_loss=0.07541, over 2473192.88 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06693, over 17409.12 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3187, pruned_loss=0.08706, over 2468211.25 frames. utt_duration=1245 frames, utt_pad_proportion=0.06076, over 7938.57 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3074, pruned_loss=0.07394, over 2473838.31 frames. utt_duration=536 frames, utt_pad_proportion=0.06682, over 18512.24 utterances.], batch size: 31, lr: 5.72e-04
2022-08-23 04:45:16,535 INFO [train.py:927] (7/8) Epoch 5, batch 22900, giga_loss[loss=0.2156, simple_loss=0.2992, pruned_loss=0.06601, over 12396.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03929, over 105.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3089, pruned_loss=0.07538, over 2473877.28 frames. utt_duration=578.8 frames, utt_pad_proportion=0.06165, over 17141.86 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3186, pruned_loss=0.08707, over 2468335.85 frames. utt_duration=1250 frames, utt_pad_proportion=0.05983, over 7907.59 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3077, pruned_loss=0.07392, over 2474398.46 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06224, over 18250.83 utterances.], batch size: 105, lr: 5.72e-04
2022-08-23 04:46:58,171 INFO [train.py:927] (7/8) Epoch 5, batch 22950, giga_loss[loss=0.2215, simple_loss=0.3083, pruned_loss=0.06734, over 12377.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02773, over 70.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3065, pruned_loss=0.07443, over 2474787.02 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05884, over 17222.21 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3185, pruned_loss=0.08693, over 2468453.13 frames. utt_duration=1256 frames, utt_pad_proportion=0.05853, over 7867.73 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3054, pruned_loss=0.07305, over 2475268.16 frames. utt_duration=539.4 frames, utt_pad_proportion=0.05997, over 18407.31 utterances.], batch size: 70, lr: 5.72e-04
2022-08-23 04:48:39,209 INFO [train.py:927] (7/8) Epoch 5, batch 23000, giga_loss[loss=0.2068, simple_loss=0.3, pruned_loss=0.05682, over 12398.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02364, over 66.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3069, pruned_loss=0.07376, over 2474974.33 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05872, over 17745.09 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3185, pruned_loss=0.08693, over 2468554.55 frames. utt_duration=1258 frames, utt_pad_proportion=0.05721, over 7857.78 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3056, pruned_loss=0.07231, over 2475443.03 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06011, over 18961.53 utterances.], batch size: 66, lr: 5.71e-04
2022-08-23 04:50:20,101 INFO [train.py:927] (7/8) Epoch 5, batch 23050, giga_loss[loss=0.1986, simple_loss=0.2885, pruned_loss=0.05441, over 12302.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.03665, over 51.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3073, pruned_loss=0.07335, over 2474700.56 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05702, over 17578.31 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.318, pruned_loss=0.08668, over 2468360.47 frames. utt_duration=1265 frames, utt_pad_proportion=0.05572, over 7816.40 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3064, pruned_loss=0.072, over 2475464.20 frames. utt_duration=525.3 frames, utt_pad_proportion=0.05882, over 18902.12 utterances.], batch size: 51, lr: 5.71e-04
2022-08-23 04:52:00,161 INFO [train.py:927] (7/8) Epoch 5, batch 23100, giga_loss[loss=0.2011, simple_loss=0.2812, pruned_loss=0.06056, over 12346.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.0303, over 66.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3062, pruned_loss=0.0738, over 2474804.43 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05485, over 17455.29 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3183, pruned_loss=0.08695, over 2468421.37 frames. utt_duration=1253 frames, utt_pad_proportion=0.05969, over 7890.84 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3051, pruned_loss=0.07238, over 2475408.81 frames. utt_duration=536.3 frames, utt_pad_proportion=0.05491, over 18514.56 utterances.], batch size: 66, lr: 5.71e-04
2022-08-23 04:53:44,639 INFO [train.py:927] (7/8) Epoch 5, batch 23150, giga_loss[loss=0.2079, simple_loss=0.2812, pruned_loss=0.06731, over 12102.00 frames. utt_duration=1938 frames, utt_pad_proportion=0.0308, over 25.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3042, pruned_loss=0.07419, over 2474082.50 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05601, over 17459.07 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3186, pruned_loss=0.0869, over 2468203.26 frames. utt_duration=1254 frames, utt_pad_proportion=0.05948, over 7883.39 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3031, pruned_loss=0.07307, over 2474777.40 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05609, over 18338.64 utterances.], batch size: 25, lr: 5.71e-04
2022-08-23 04:55:24,498 INFO [train.py:927] (7/8) Epoch 5, batch 23200, giga_loss[loss=0.2147, simple_loss=0.2907, pruned_loss=0.06938, over 12459.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.02752, over 55.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.303, pruned_loss=0.07409, over 2474480.91 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05712, over 17637.26 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3188, pruned_loss=0.08696, over 2468219.46 frames. utt_duration=1257 frames, utt_pad_proportion=0.05881, over 7865.26 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3017, pruned_loss=0.07296, over 2475111.30 frames. utt_duration=536.9 frames, utt_pad_proportion=0.0574, over 18491.63 utterances.], batch size: 55, lr: 5.71e-04
2022-08-23 04:57:03,524 INFO [train.py:927] (7/8) Epoch 5, batch 23250, libri_loss[loss=0.2907, simple_loss=0.3604, pruned_loss=0.1105, over 12354.00 frames. utt_duration=761.5 frames, utt_pad_proportion=0.1317, over 65.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.299, pruned_loss=0.07232, over 2475142.74 frames. utt_duration=551.5 frames, utt_pad_proportion=0.0565, over 18000.43 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3188, pruned_loss=0.08699, over 2468295.29 frames. utt_duration=1255 frames, utt_pad_proportion=0.05898, over 7876.39 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.2976, pruned_loss=0.07117, over 2475678.98 frames. utt_duration=528.1 frames, utt_pad_proportion=0.05663, over 18804.37 utterances.], batch size: 65, lr: 5.71e-04
2022-08-23 04:58:42,419 INFO [train.py:927] (7/8) Epoch 5, batch 23300, libri_loss[loss=0.2572, simple_loss=0.3288, pruned_loss=0.09279, over 12237.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005623, over 34.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.2992, pruned_loss=0.07215, over 2475254.06 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05332, over 17622.59 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3189, pruned_loss=0.08692, over 2468282.11 frames. utt_duration=1258 frames, utt_pad_proportion=0.05833, over 7860.35 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.2977, pruned_loss=0.07109, over 2475798.21 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05379, over 18412.83 utterances.], batch size: 34, lr: 5.71e-04
2022-08-23 05:00:25,485 INFO [train.py:927] (7/8) Epoch 5, batch 23350, giga_loss[loss=0.2442, simple_loss=0.3127, pruned_loss=0.08783, over 12351.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1906, over 363.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3012, pruned_loss=0.07243, over 2474867.26 frames. utt_duration=551.4 frames, utt_pad_proportion=0.0567, over 18002.18 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3191, pruned_loss=0.08705, over 2468410.70 frames. utt_duration=1258 frames, utt_pad_proportion=0.0581, over 7861.05 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.2998, pruned_loss=0.07143, over 2475215.26 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05701, over 18659.49 utterances.], batch size: 363, lr: 5.71e-04
2022-08-23 05:02:06,922 INFO [train.py:927] (7/8) Epoch 5, batch 23400, giga_loss[loss=0.2088, simple_loss=0.2878, pruned_loss=0.06491, over 12432.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03962, over 37.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3035, pruned_loss=0.07353, over 2474519.89 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05345, over 17296.17 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3187, pruned_loss=0.087, over 2468304.36 frames. utt_duration=1258 frames, utt_pad_proportion=0.0578, over 7858.42 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3022, pruned_loss=0.07233, over 2475088.92 frames. utt_duration=547.6 frames, utt_pad_proportion=0.0539, over 18129.58 utterances.], batch size: 37, lr: 5.71e-04
2022-08-23 05:03:54,212 INFO [train.py:927] (7/8) Epoch 5, batch 23450, giga_loss[loss=0.2433, simple_loss=0.3263, pruned_loss=0.08016, over 12356.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.02996, over 58.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3156, pruned_loss=0.08347, over 2474179.26 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06081, over 18005.88 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3197, pruned_loss=0.08721, over 2467969.59 frames. utt_duration=1262 frames, utt_pad_proportion=0.05694, over 7834.39 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3134, pruned_loss=0.08221, over 2475065.88 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06113, over 18869.46 utterances.], batch size: 58, lr: 5.70e-04
2022-08-23 05:05:37,749 INFO [train.py:927] (7/8) Epoch 5, batch 23500, giga_loss[loss=0.3428, simple_loss=0.3853, pruned_loss=0.1502, over 12368.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3224, pruned_loss=0.08752, over 2474462.17 frames. utt_duration=541.6 frames, utt_pad_proportion=0.0596, over 18324.41 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3201, pruned_loss=0.08734, over 2467811.50 frames. utt_duration=1262 frames, utt_pad_proportion=0.05609, over 7829.49 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3204, pruned_loss=0.08635, over 2475443.65 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06024, over 19248.98 utterances.], batch size: 257, lr: 5.70e-04
2022-08-23 05:07:23,690 INFO [train.py:927] (7/8) Epoch 5, batch 23550, libri_loss[loss=0.2012, simple_loss=0.2674, pruned_loss=0.06749, over 12463.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.00945, over 29.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3292, pruned_loss=0.09347, over 2475193.71 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06234, over 18978.70 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3196, pruned_loss=0.08727, over 2468109.90 frames. utt_duration=1268 frames, utt_pad_proportion=0.05494, over 7797.08 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3281, pruned_loss=0.09269, over 2475879.27 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06317, over 20042.88 utterances.], batch size: 29, lr: 5.70e-04
2022-08-23 05:09:08,296 INFO [train.py:927] (7/8) Epoch 5, batch 23600, giga_loss[loss=0.2189, simple_loss=0.3074, pruned_loss=0.06527, over 12463.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03002, over 75.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3347, pruned_loss=0.09795, over 2474870.66 frames. utt_duration=510 frames, utt_pad_proportion=0.06196, over 19466.36 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3198, pruned_loss=0.0875, over 2468155.47 frames. utt_duration=1269 frames, utt_pad_proportion=0.05408, over 7791.19 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.334, pruned_loss=0.09726, over 2475490.42 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06294, over 20508.14 utterances.], batch size: 75, lr: 5.70e-04
2022-08-23 05:10:56,235 INFO [train.py:927] (7/8) Epoch 5, batch 23650, giga_loss[loss=0.2795, simple_loss=0.3445, pruned_loss=0.1073, over 12455.00 frames. utt_duration=978.3 frames, utt_pad_proportion=0.02463, over 51.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3389, pruned_loss=0.1021, over 2475004.44 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06211, over 19710.47 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3199, pruned_loss=0.08746, over 2468178.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.0539, over 7802.34 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3384, pruned_loss=0.1018, over 2475559.14 frames. utt_duration=480 frames, utt_pad_proportion=0.063, over 20692.03 utterances.], batch size: 51, lr: 5.70e-04
2022-08-23 05:12:48,367 INFO [train.py:927] (7/8) Epoch 5, batch 23700, giga_loss[loss=0.2537, simple_loss=0.3134, pruned_loss=0.09704, over 12238.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02756, over 42.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3428, pruned_loss=0.1054, over 2475101.01 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06735, over 20637.38 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.32, pruned_loss=0.0875, over 2468112.87 frames. utt_duration=1269 frames, utt_pad_proportion=0.05351, over 7789.35 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3426, pruned_loss=0.1053, over 2475657.48 frames. utt_duration=461.6 frames, utt_pad_proportion=0.06794, over 21521.81 utterances.], batch size: 42, lr: 5.70e-04
2022-08-23 05:14:34,680 INFO [train.py:927] (7/8) Epoch 5, batch 23750, giga_loss[loss=0.3564, simple_loss=0.4013, pruned_loss=0.1557, over 12393.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06385, over 183.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3421, pruned_loss=0.1056, over 2474581.69 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06809, over 20625.52 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3199, pruned_loss=0.08747, over 2468348.18 frames. utt_duration=1270 frames, utt_pad_proportion=0.05312, over 7783.50 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3421, pruned_loss=0.1057, over 2474869.10 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06871, over 21439.55 utterances.], batch size: 183, lr: 5.70e-04
2022-08-23 05:16:18,434 INFO [train.py:927] (7/8) Epoch 5, batch 23800, giga_loss[loss=0.3925, simple_loss=0.4191, pruned_loss=0.1829, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07191, over 212.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.343, pruned_loss=0.1058, over 2474311.25 frames. utt_duration=473.7 frames, utt_pad_proportion=0.06796, over 20957.10 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3197, pruned_loss=0.08749, over 2468549.75 frames. utt_duration=1272 frames, utt_pad_proportion=0.05254, over 7774.83 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3434, pruned_loss=0.106, over 2474443.58 frames. utt_duration=456 frames, utt_pad_proportion=0.06868, over 21774.49 utterances.], batch size: 212, lr: 5.70e-04
2022-08-23 05:18:03,583 INFO [train.py:927] (7/8) Epoch 5, batch 23850, giga_loss[loss=0.2566, simple_loss=0.3296, pruned_loss=0.0918, over 12386.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04091, over 133.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3422, pruned_loss=0.1045, over 2474209.88 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07206, over 21265.52 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3194, pruned_loss=0.08725, over 2468644.04 frames. utt_duration=1271 frames, utt_pad_proportion=0.05172, over 7779.06 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3437, pruned_loss=0.1056, over 2474434.54 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07302, over 22434.80 utterances.], batch size: 133, lr: 5.70e-04
2022-08-23 05:19:52,958 INFO [train.py:927] (7/8) Epoch 5, batch 23900, giga_loss[loss=0.2511, simple_loss=0.3394, pruned_loss=0.08134, over 12405.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.02802, over 62.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3402, pruned_loss=0.1014, over 2473198.48 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07344, over 20536.51 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3191, pruned_loss=0.08712, over 2468485.88 frames. utt_duration=1273 frames, utt_pad_proportion=0.05089, over 7764.66 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3422, pruned_loss=0.1028, over 2473637.11 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07461, over 21777.57 utterances.], batch size: 62, lr: 5.69e-04
2022-08-23 05:21:37,873 INFO [train.py:927] (7/8) Epoch 5, batch 23950, giga_loss[loss=0.2708, simple_loss=0.326, pruned_loss=0.1078, over 12354.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.202, over 368.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3363, pruned_loss=0.09821, over 2473403.82 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07089, over 20327.60 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3183, pruned_loss=0.0867, over 2468380.33 frames. utt_duration=1274 frames, utt_pad_proportion=0.05057, over 7758.88 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3393, pruned_loss=0.1001, over 2474018.26 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07231, over 21778.67 utterances.], batch size: 368, lr: 5.69e-04
2022-08-23 05:23:20,037 INFO [train.py:927] (7/8) Epoch 5, batch 24000, giga_loss[loss=0.2605, simple_loss=0.3316, pruned_loss=0.09476, over 12368.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04635, over 146.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3343, pruned_loss=0.09709, over 2473253.89 frames. utt_duration=483.1 frames, utt_pad_proportion=0.0722, over 20541.00 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3175, pruned_loss=0.0862, over 2468339.72 frames. utt_duration=1280 frames, utt_pad_proportion=0.04962, over 7720.57 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3379, pruned_loss=0.09933, over 2473920.16 frames. utt_duration=450.1 frames, utt_pad_proportion=0.0737, over 22058.23 utterances.], batch size: 146, lr: 5.69e-04
2022-08-23 05:23:20,038 INFO [train.py:958] (7/8) Computing validation loss
2022-08-23 05:23:34,702 INFO [train.py:967] (7/8) 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 05:25:28,158 INFO [train.py:927] (7/8) Epoch 5, batch 24050, giga_loss[loss=0.2603, simple_loss=0.3336, pruned_loss=0.0935, over 12353.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03253, over 97.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3342, pruned_loss=0.09614, over 2474101.08 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07257, over 20194.27 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3179, pruned_loss=0.08621, over 2468487.91 frames. utt_duration=1269 frames, utt_pad_proportion=0.05359, over 7788.32 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3369, pruned_loss=0.09806, over 2474592.99 frames. utt_duration=460.6 frames, utt_pad_proportion=0.0726, over 21557.10 utterances.], batch size: 97, lr: 5.69e-04
2022-08-23 05:27:11,286 INFO [train.py:927] (7/8) Epoch 5, batch 24100, giga_loss[loss=0.2378, simple_loss=0.3293, pruned_loss=0.07319, over 12465.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03014, over 75.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3365, pruned_loss=0.09525, over 2474633.39 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06924, over 20160.08 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3181, pruned_loss=0.08624, over 2468464.25 frames. utt_duration=1275 frames, utt_pad_proportion=0.05276, over 7756.00 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3389, pruned_loss=0.09697, over 2475187.62 frames. utt_duration=460.9 frames, utt_pad_proportion=0.06981, over 21549.86 utterances.], batch size: 75, lr: 5.69e-04
2022-08-23 05:28:56,918 INFO [train.py:927] (7/8) Epoch 5, batch 24150, giga_loss[loss=0.2639, simple_loss=0.3316, pruned_loss=0.09807, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02909, over 45.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3351, pruned_loss=0.09446, over 2474219.97 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07346, over 20566.79 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3178, pruned_loss=0.08607, over 2468373.73 frames. utt_duration=1278 frames, utt_pad_proportion=0.05261, over 7737.50 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3373, pruned_loss=0.09602, over 2474783.93 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07376, over 21780.46 utterances.], batch size: 45, lr: 5.69e-04
2022-08-23 05:30:43,076 INFO [train.py:927] (7/8) Epoch 5, batch 24200, giga_loss[loss=0.2556, simple_loss=0.3255, pruned_loss=0.0928, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03633, over 40.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3341, pruned_loss=0.09511, over 2474268.04 frames. utt_duration=477.7 frames, utt_pad_proportion=0.06931, over 20778.36 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3175, pruned_loss=0.08597, over 2468174.69 frames. utt_duration=1281 frames, utt_pad_proportion=0.05228, over 7718.17 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3363, pruned_loss=0.0965, over 2474929.81 frames. utt_duration=454.3 frames, utt_pad_proportion=0.06989, over 21861.48 utterances.], batch size: 40, lr: 5.69e-04
2022-08-23 05:32:32,291 INFO [train.py:927] (7/8) Epoch 5, batch 24250, giga_loss[loss=0.2324, simple_loss=0.3225, pruned_loss=0.07113, over 12322.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.02927, over 58.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3328, pruned_loss=0.09393, over 2474574.82 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06908, over 20758.27 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3176, pruned_loss=0.08602, over 2468218.98 frames. utt_duration=1280 frames, utt_pad_proportion=0.05185, over 7720.47 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3346, pruned_loss=0.0951, over 2475133.17 frames. utt_duration=455.9 frames, utt_pad_proportion=0.06979, over 21786.32 utterances.], batch size: 58, lr: 5.69e-04
2022-08-23 05:34:14,176 INFO [train.py:927] (7/8) Epoch 5, batch 24300, giga_loss[loss=0.2174, simple_loss=0.2941, pruned_loss=0.07036, over 12389.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03725, over 37.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3318, pruned_loss=0.09298, over 2474829.27 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06779, over 20921.58 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3177, pruned_loss=0.0861, over 2468152.33 frames. utt_duration=1279 frames, utt_pad_proportion=0.0518, over 7728.20 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3333, pruned_loss=0.09388, over 2475395.55 frames. utt_duration=454.7 frames, utt_pad_proportion=0.06849, over 21843.98 utterances.], batch size: 37, lr: 5.69e-04
2022-08-23 05:35:58,611 INFO [train.py:927] (7/8) Epoch 5, batch 24350, giga_loss[loss=0.2712, simple_loss=0.3297, pruned_loss=0.1064, over 12232.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03125, over 42.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3312, pruned_loss=0.09313, over 2474386.95 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06831, over 20749.17 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3185, pruned_loss=0.08652, over 2468138.41 frames. utt_duration=1251 frames, utt_pad_proportion=0.06005, over 7898.12 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3323, pruned_loss=0.0938, over 2475114.22 frames. utt_duration=454.2 frames, utt_pad_proportion=0.06669, over 21867.74 utterances.], batch size: 42, lr: 5.68e-04
2022-08-23 05:37:40,190 INFO [train.py:927] (7/8) Epoch 5, batch 24400, giga_loss[loss=0.2989, simple_loss=0.3449, pruned_loss=0.1265, over 12338.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.213, over 373.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3293, pruned_loss=0.09267, over 2474180.50 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07191, over 20763.78 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.318, pruned_loss=0.08611, over 2468260.57 frames. utt_duration=1247 frames, utt_pad_proportion=0.05973, over 7929.19 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3313, pruned_loss=0.09395, over 2475006.82 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07068, over 22355.86 utterances.], batch size: 373, lr: 5.68e-04
2022-08-23 05:39:24,519 INFO [train.py:927] (7/8) Epoch 5, batch 24450, giga_loss[loss=0.2284, simple_loss=0.3042, pruned_loss=0.07629, over 12315.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03485, over 51.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3282, pruned_loss=0.09312, over 2473709.15 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07712, over 21040.19 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3183, pruned_loss=0.08631, over 2468089.70 frames. utt_duration=1215 frames, utt_pad_proportion=0.07091, over 8136.33 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3298, pruned_loss=0.09414, over 2474667.71 frames. utt_duration=441.9 frames, utt_pad_proportion=0.0724, over 22475.18 utterances.], batch size: 51, lr: 5.68e-04
2022-08-23 05:41:09,380 INFO [train.py:927] (7/8) Epoch 5, batch 24500, giga_loss[loss=0.2845, simple_loss=0.3503, pruned_loss=0.1094, over 12369.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03599, over 122.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3274, pruned_loss=0.09301, over 2473683.87 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07664, over 21048.65 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3183, pruned_loss=0.08625, over 2468014.73 frames. utt_duration=1216 frames, utt_pad_proportion=0.0702, over 8128.28 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3288, pruned_loss=0.09396, over 2474577.45 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07318, over 22359.83 utterances.], batch size: 122, lr: 5.68e-04
2022-08-23 05:42:53,149 INFO [train.py:927] (7/8) Epoch 5, batch 24550, libri_loss[loss=0.4245, simple_loss=0.6007, pruned_loss=0.1242, over 12247.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005172, over 34.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3303, pruned_loss=0.09362, over 2473896.73 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07961, over 21586.29 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.32, pruned_loss=0.08644, over 2467804.29 frames. utt_duration=1209 frames, utt_pad_proportion=0.07303, over 8177.17 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3299, pruned_loss=0.09432, over 2474904.41 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07603, over 22830.75 utterances.], batch size: 34, lr: 5.68e-04
2022-08-23 05:44:35,754 INFO [train.py:927] (7/8) Epoch 5, batch 24600, giga_loss[loss=0.271, simple_loss=0.3473, pruned_loss=0.09739, over 12382.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03759, over 113.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.332, pruned_loss=0.09386, over 2473704.30 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07997, over 21651.60 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3217, pruned_loss=0.08675, over 2468183.91 frames. utt_duration=1203 frames, utt_pad_proportion=0.0725, over 8218.27 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3305, pruned_loss=0.09435, over 2474365.09 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07737, over 23029.92 utterances.], batch size: 113, lr: 5.68e-04
2022-08-23 05:46:23,372 INFO [train.py:927] (7/8) Epoch 5, batch 24650, giga_loss[loss=0.2876, simple_loss=0.3411, pruned_loss=0.117, over 12365.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03394, over 122.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.333, pruned_loss=0.09589, over 2474183.66 frames. utt_duration=454.5 frames, utt_pad_proportion=0.08195, over 21845.13 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3214, pruned_loss=0.08659, over 2468269.17 frames. utt_duration=1203 frames, utt_pad_proportion=0.07225, over 8216.67 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3323, pruned_loss=0.09654, over 2474730.80 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07992, over 23169.28 utterances.], batch size: 122, lr: 5.68e-04
2022-08-23 05:48:07,777 INFO [train.py:927] (7/8) Epoch 5, batch 24700, giga_loss[loss=0.2378, simple_loss=0.3047, pruned_loss=0.08542, over 12426.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.04003, over 40.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3331, pruned_loss=0.09787, over 2474376.37 frames. utt_duration=453.7 frames, utt_pad_proportion=0.0811, over 21886.61 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3209, pruned_loss=0.08644, over 2468209.88 frames. utt_duration=1208 frames, utt_pad_proportion=0.07174, over 8185.63 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3331, pruned_loss=0.09866, over 2474940.52 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07975, over 23148.65 utterances.], batch size: 40, lr: 5.68e-04
2022-08-23 05:49:51,807 INFO [train.py:927] (7/8) Epoch 5, batch 24750, giga_loss[loss=0.2346, simple_loss=0.3191, pruned_loss=0.07504, over 12359.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03304, over 62.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3311, pruned_loss=0.0965, over 2473870.74 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07915, over 21179.75 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3205, pruned_loss=0.0864, over 2467735.27 frames. utt_duration=1202 frames, utt_pad_proportion=0.07407, over 8222.80 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3318, pruned_loss=0.09749, over 2474936.33 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07734, over 22571.38 utterances.], batch size: 62, lr: 5.68e-04
2022-08-23 05:51:32,058 INFO [train.py:927] (7/8) Epoch 5, batch 24800, giga_loss[loss=0.2491, simple_loss=0.3348, pruned_loss=0.08164, over 12439.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04376, over 31.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3295, pruned_loss=0.09401, over 2474365.61 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07545, over 20287.39 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3203, pruned_loss=0.08625, over 2468121.69 frames. utt_duration=1205 frames, utt_pad_proportion=0.07259, over 8204.85 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3305, pruned_loss=0.09526, over 2475117.06 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07473, over 21864.74 utterances.], batch size: 31, lr: 5.67e-04
2022-08-23 05:53:20,919 INFO [train.py:927] (7/8) Epoch 5, batch 24850, giga_loss[loss=0.2102, simple_loss=0.2875, pruned_loss=0.06642, over 12214.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03138, over 28.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3273, pruned_loss=0.09263, over 2474186.83 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07899, over 21036.60 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3205, pruned_loss=0.08614, over 2468123.06 frames. utt_duration=1207 frames, utt_pad_proportion=0.07178, over 8189.87 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3281, pruned_loss=0.09379, over 2474861.96 frames. utt_duration=442.3 frames, utt_pad_proportion=0.0785, over 22456.89 utterances.], batch size: 28, lr: 5.67e-04
2022-08-23 05:55:05,741 INFO [train.py:927] (7/8) Epoch 5, batch 24900, giga_loss[loss=0.2368, simple_loss=0.318, pruned_loss=0.07786, over 12347.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04187, over 113.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3272, pruned_loss=0.09321, over 2473836.74 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07998, over 21272.03 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3206, pruned_loss=0.08602, over 2468159.44 frames. utt_duration=1208 frames, utt_pad_proportion=0.07154, over 8179.92 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3277, pruned_loss=0.09427, over 2474357.05 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07964, over 22456.63 utterances.], batch size: 113, lr: 5.67e-04
2022-08-23 05:56:52,248 INFO [train.py:927] (7/8) Epoch 5, batch 24950, giga_loss[loss=0.2498, simple_loss=0.3359, pruned_loss=0.0818, over 12357.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03308, over 62.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3313, pruned_loss=0.09464, over 2474409.59 frames. utt_duration=478 frames, utt_pad_proportion=0.07521, over 20768.35 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3203, pruned_loss=0.08601, over 2468319.10 frames. utt_duration=1214 frames, utt_pad_proportion=0.06955, over 8143.39 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3324, pruned_loss=0.09588, over 2474945.35 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07596, over 22352.92 utterances.], batch size: 62, lr: 5.67e-04
2022-08-23 05:58:35,317 INFO [train.py:927] (7/8) Epoch 5, batch 25000, giga_loss[loss=0.2949, simple_loss=0.3657, pruned_loss=0.1121, over 12402.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03948, over 133.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3339, pruned_loss=0.0958, over 2474057.50 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07522, over 21012.28 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3203, pruned_loss=0.08606, over 2468283.98 frames. utt_duration=1211 frames, utt_pad_proportion=0.06958, over 8160.27 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3348, pruned_loss=0.09685, over 2474593.32 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07584, over 22423.04 utterances.], batch size: 133, lr: 5.67e-04
2022-08-23 06:00:19,921 INFO [train.py:927] (7/8) Epoch 5, batch 25050, giga_loss[loss=0.2651, simple_loss=0.3346, pruned_loss=0.0978, over 12364.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02866, over 91.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.334, pruned_loss=0.09652, over 2473486.98 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07823, over 20963.65 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.32, pruned_loss=0.08599, over 2468158.08 frames. utt_duration=1216 frames, utt_pad_proportion=0.06886, over 8131.02 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3353, pruned_loss=0.09755, over 2474093.35 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07879, over 22265.79 utterances.], batch size: 91, lr: 5.67e-04
2022-08-23 06:02:05,113 INFO [train.py:927] (7/8) Epoch 5, batch 25100, giga_loss[loss=0.2596, simple_loss=0.3224, pruned_loss=0.09842, over 12394.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03396, over 80.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3326, pruned_loss=0.09635, over 2474112.72 frames. utt_duration=470.8 frames, utt_pad_proportion=0.08085, over 21085.13 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3203, pruned_loss=0.08613, over 2468373.39 frames. utt_duration=1207 frames, utt_pad_proportion=0.0689, over 8187.34 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3338, pruned_loss=0.09741, over 2474588.19 frames. utt_duration=441.4 frames, utt_pad_proportion=0.08137, over 22501.81 utterances.], batch size: 80, lr: 5.67e-04
2022-08-23 06:03:54,031 INFO [train.py:927] (7/8) Epoch 5, batch 25150, giga_loss[loss=0.3085, simple_loss=0.3569, pruned_loss=0.1301, over 12402.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06317, over 183.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3316, pruned_loss=0.09663, over 2473705.19 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07448, over 20347.72 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.32, pruned_loss=0.08612, over 2467867.36 frames. utt_duration=1212 frames, utt_pad_proportion=0.06749, over 8155.83 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3333, pruned_loss=0.09785, over 2474751.49 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07586, over 21907.95 utterances.], batch size: 183, lr: 5.67e-04
2022-08-23 06:05:37,036 INFO [train.py:927] (7/8) Epoch 5, batch 25200, giga_loss[loss=0.2485, simple_loss=0.3173, pruned_loss=0.08987, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03701, over 123.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3308, pruned_loss=0.09627, over 2473456.22 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07671, over 20018.43 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3201, pruned_loss=0.08618, over 2468011.52 frames. utt_duration=1207 frames, utt_pad_proportion=0.06772, over 8189.59 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3322, pruned_loss=0.09743, over 2474301.92 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07769, over 21511.85 utterances.], batch size: 123, lr: 5.67e-04
2022-08-23 06:07:20,239 INFO [train.py:927] (7/8) Epoch 5, batch 25250, giga_loss[loss=0.2616, simple_loss=0.3304, pruned_loss=0.09645, over 12370.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04439, over 37.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3285, pruned_loss=0.09475, over 2473936.72 frames. utt_duration=515.8 frames, utt_pad_proportion=0.0706, over 19239.99 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3196, pruned_loss=0.08597, over 2468038.42 frames. utt_duration=1211 frames, utt_pad_proportion=0.06673, over 8159.00 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3302, pruned_loss=0.09604, over 2474684.94 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07218, over 20662.75 utterances.], batch size: 37, lr: 5.66e-04
2022-08-23 06:09:02,196 INFO [train.py:927] (7/8) Epoch 5, batch 25300, giga_loss[loss=0.2973, simple_loss=0.3631, pruned_loss=0.1158, over 12378.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.0274, over 66.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3302, pruned_loss=0.09526, over 2474004.33 frames. utt_duration=500.7 frames, utt_pad_proportion=0.0765, over 19821.68 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3198, pruned_loss=0.0861, over 2468006.46 frames. utt_duration=1204 frames, utt_pad_proportion=0.06968, over 8208.65 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3317, pruned_loss=0.09638, over 2474761.83 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07656, over 21166.04 utterances.], batch size: 66, lr: 5.66e-04
2022-08-23 06:10:49,070 INFO [train.py:927] (7/8) Epoch 5, batch 25350, giga_loss[loss=0.2384, simple_loss=0.3314, pruned_loss=0.07267, over 12358.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03265, over 62.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3315, pruned_loss=0.09606, over 2474766.90 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07236, over 19795.36 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3199, pruned_loss=0.08615, over 2468009.06 frames. utt_duration=1204 frames, utt_pad_proportion=0.06921, over 8209.54 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3327, pruned_loss=0.09697, over 2475408.14 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07281, over 20945.53 utterances.], batch size: 62, lr: 5.66e-04
2022-08-23 06:12:31,700 INFO [train.py:927] (7/8) Epoch 5, batch 25400, giga_loss[loss=0.2256, simple_loss=0.3226, pruned_loss=0.06426, over 12335.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02398, over 45.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3311, pruned_loss=0.09299, over 2473976.43 frames. utt_duration=519.9 frames, utt_pad_proportion=0.07091, over 19088.20 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3196, pruned_loss=0.08608, over 2467986.44 frames. utt_duration=1206 frames, utt_pad_proportion=0.06853, over 8195.78 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3325, pruned_loss=0.09401, over 2474668.54 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07163, over 20317.85 utterances.], batch size: 45, lr: 5.66e-04
2022-08-23 06:14:16,560 INFO [train.py:927] (7/8) Epoch 5, batch 25450, giga_loss[loss=0.3348, simple_loss=0.3791, pruned_loss=0.1453, over 12393.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3349, pruned_loss=0.0956, over 2474384.05 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07277, over 19421.09 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3198, pruned_loss=0.08632, over 2468158.67 frames. utt_duration=1196 frames, utt_pad_proportion=0.07173, over 8262.67 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3362, pruned_loss=0.09634, over 2474883.34 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07202, over 20538.30 utterances.], batch size: 183, lr: 5.66e-04
2022-08-23 06:16:00,489 INFO [train.py:927] (7/8) Epoch 5, batch 25500, giga_loss[loss=0.2778, simple_loss=0.3427, pruned_loss=0.1065, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03695, over 123.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.337, pruned_loss=0.09707, over 2474801.26 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06932, over 19454.87 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3204, pruned_loss=0.08653, over 2468288.35 frames. utt_duration=1187 frames, utt_pad_proportion=0.07463, over 8326.85 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3378, pruned_loss=0.09768, over 2475203.01 frames. utt_duration=483.6 frames, utt_pad_proportion=0.06777, over 20534.12 utterances.], batch size: 123, lr: 5.66e-04
2022-08-23 06:17:44,587 INFO [train.py:927] (7/8) Epoch 5, batch 25550, giga_loss[loss=0.2347, simple_loss=0.3334, pruned_loss=0.06801, over 12360.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03265, over 62.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3369, pruned_loss=0.09672, over 2475216.51 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06965, over 19739.54 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3208, pruned_loss=0.08676, over 2468439.50 frames. utt_duration=1188 frames, utt_pad_proportion=0.07369, over 8321.45 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3374, pruned_loss=0.09719, over 2475516.79 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06874, over 20809.76 utterances.], batch size: 62, lr: 5.66e-04
2022-08-23 06:19:27,867 INFO [train.py:927] (7/8) Epoch 5, batch 25600, giga_loss[loss=0.2809, simple_loss=0.3475, pruned_loss=0.1072, over 12398.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.02918, over 80.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3385, pruned_loss=0.09546, over 2475533.68 frames. utt_duration=509 frames, utt_pad_proportion=0.0686, over 19511.06 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.322, pruned_loss=0.08702, over 2468405.30 frames. utt_duration=1189 frames, utt_pad_proportion=0.0734, over 8314.84 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3379, pruned_loss=0.09563, over 2475834.10 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06802, over 20408.65 utterances.], batch size: 80, lr: 5.66e-04
2022-08-23 06:21:14,866 INFO [train.py:927] (7/8) Epoch 5, batch 25650, giga_loss[loss=0.2516, simple_loss=0.3262, pruned_loss=0.08848, over 12359.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04315, over 133.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3382, pruned_loss=0.09608, over 2475601.47 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07268, over 19565.98 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3227, pruned_loss=0.08765, over 2468326.84 frames. utt_duration=1176 frames, utt_pad_proportion=0.07756, over 8407.50 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3372, pruned_loss=0.09577, over 2476021.12 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07056, over 20352.02 utterances.], batch size: 133, lr: 5.66e-04
2022-08-23 06:23:01,204 INFO [train.py:927] (7/8) Epoch 5, batch 25700, giga_loss[loss=0.2848, simple_loss=0.3391, pruned_loss=0.1153, over 12412.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07241, over 212.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3371, pruned_loss=0.09682, over 2475744.69 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07662, over 20447.96 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3233, pruned_loss=0.08812, over 2468615.56 frames. utt_duration=1159 frames, utt_pad_proportion=0.0821, over 8529.77 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3361, pruned_loss=0.09627, over 2475913.73 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07319, over 21110.69 utterances.], batch size: 212, lr: 5.66e-04
2022-08-23 06:24:46,770 INFO [train.py:927] (7/8) Epoch 5, batch 25750, giga_loss[loss=0.2687, simple_loss=0.3338, pruned_loss=0.1018, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03567, over 40.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3345, pruned_loss=0.09684, over 2475423.76 frames. utt_duration=474.5 frames, utt_pad_proportion=0.08606, over 20934.52 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3234, pruned_loss=0.08827, over 2468836.09 frames. utt_duration=1151 frames, utt_pad_proportion=0.08522, over 8587.52 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3338, pruned_loss=0.09639, over 2475463.29 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08208, over 21565.10 utterances.], batch size: 40, lr: 5.65e-04
2022-08-23 06:26:30,480 INFO [train.py:927] (7/8) Epoch 5, batch 25800, giga_loss[loss=0.2365, simple_loss=0.3154, pruned_loss=0.07884, over 12380.00 frames. utt_duration=477.6 frames, utt_pad_proportion=0.03326, over 104.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3319, pruned_loss=0.09538, over 2475126.96 frames. utt_duration=451.5 frames, utt_pad_proportion=0.08999, over 22000.56 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.323, pruned_loss=0.08791, over 2468847.60 frames. utt_duration=1157 frames, utt_pad_proportion=0.08414, over 8547.04 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3318, pruned_loss=0.09551, over 2475278.36 frames. utt_duration=436.1 frames, utt_pad_proportion=0.0873, over 22781.48 utterances.], batch size: 104, lr: 5.65e-04
2022-08-23 06:28:10,608 INFO [train.py:927] (7/8) Epoch 5, batch 25850, giga_loss[loss=0.2398, simple_loss=0.3237, pruned_loss=0.07791, over 12473.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02939, over 55.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3285, pruned_loss=0.09189, over 2475470.09 frames. utt_duration=446.7 frames, utt_pad_proportion=0.08665, over 22238.80 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3228, pruned_loss=0.08788, over 2468727.82 frames. utt_duration=1161 frames, utt_pad_proportion=0.08267, over 8516.36 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3289, pruned_loss=0.09218, over 2475914.38 frames. utt_duration=425.5 frames, utt_pad_proportion=0.0852, over 23357.31 utterances.], batch size: 55, lr: 5.65e-04
2022-08-23 06:30:00,912 INFO [train.py:927] (7/8) Epoch 5, batch 25900, giga_loss[loss=0.2818, simple_loss=0.3367, pruned_loss=0.1134, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04476, over 146.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3261, pruned_loss=0.0906, over 2474913.83 frames. utt_duration=451.5 frames, utt_pad_proportion=0.08476, over 21995.57 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3222, pruned_loss=0.08768, over 2468436.65 frames. utt_duration=1168 frames, utt_pad_proportion=0.08126, over 8463.03 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3271, pruned_loss=0.09108, over 2475683.01 frames. utt_duration=427.6 frames, utt_pad_proportion=0.08417, over 23239.15 utterances.], batch size: 146, lr: 5.65e-04
2022-08-23 06:31:44,353 INFO [train.py:927] (7/8) Epoch 5, batch 25950, libri_loss[loss=0.2297, simple_loss=0.2986, pruned_loss=0.08046, over 12279.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006266, over 32.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3236, pruned_loss=0.08969, over 2474279.63 frames. utt_duration=462.7 frames, utt_pad_proportion=0.08314, over 21456.62 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3219, pruned_loss=0.08763, over 2468373.78 frames. utt_duration=1172 frames, utt_pad_proportion=0.07982, over 8436.53 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3247, pruned_loss=0.09019, over 2475116.41 frames. utt_duration=436.1 frames, utt_pad_proportion=0.08327, over 22776.27 utterances.], batch size: 32, lr: 5.65e-04
2022-08-23 06:33:26,847 INFO [train.py:927] (7/8) Epoch 5, batch 26000, giga_loss[loss=0.2542, simple_loss=0.3198, pruned_loss=0.09433, over 12163.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03432, over 39.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3273, pruned_loss=0.09163, over 2474152.87 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07916, over 21416.65 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3223, pruned_loss=0.08756, over 2468506.07 frames. utt_duration=1176 frames, utt_pad_proportion=0.07816, over 8403.93 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3279, pruned_loss=0.0922, over 2474844.56 frames. utt_duration=434.1 frames, utt_pad_proportion=0.08006, over 22879.32 utterances.], batch size: 39, lr: 5.65e-04
2022-08-23 06:35:12,477 INFO [train.py:927] (7/8) Epoch 5, batch 26050, giga_loss[loss=0.2419, simple_loss=0.3201, pruned_loss=0.08184, over 12411.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03737, over 113.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3298, pruned_loss=0.09361, over 2474341.22 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08675, over 23155.98 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3231, pruned_loss=0.08761, over 2468495.64 frames. utt_duration=1177 frames, utt_pad_proportion=0.07789, over 8400.95 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3296, pruned_loss=0.09407, over 2474947.04 frames. utt_duration=406.4 frames, utt_pad_proportion=0.08715, over 24445.30 utterances.], batch size: 113, lr: 5.65e-04
2022-08-23 06:36:55,482 INFO [train.py:927] (7/8) Epoch 5, batch 26100, giga_loss[loss=0.2604, simple_loss=0.3378, pruned_loss=0.09152, over 12479.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03366, over 43.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3317, pruned_loss=0.09499, over 2473532.62 frames. utt_duration=445.6 frames, utt_pad_proportion=0.0817, over 22277.70 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.323, pruned_loss=0.08754, over 2468319.37 frames. utt_duration=1186 frames, utt_pad_proportion=0.07581, over 8338.83 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.332, pruned_loss=0.09568, over 2474374.55 frames. utt_duration=415.7 frames, utt_pad_proportion=0.08306, over 23892.39 utterances.], batch size: 43, lr: 5.65e-04
2022-08-23 06:38:42,426 INFO [train.py:927] (7/8) Epoch 5, batch 26150, giga_loss[loss=0.2721, simple_loss=0.3516, pruned_loss=0.09633, over 12384.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03743, over 113.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3321, pruned_loss=0.09494, over 2474117.72 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08263, over 22103.33 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3233, pruned_loss=0.0876, over 2468718.39 frames. utt_duration=1188 frames, utt_pad_proportion=0.07465, over 8322.14 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3322, pruned_loss=0.09555, over 2474516.08 frames. utt_duration=419.9 frames, utt_pad_proportion=0.08407, over 23655.86 utterances.], batch size: 113, lr: 5.65e-04
2022-08-23 06:40:30,795 INFO [train.py:927] (7/8) Epoch 5, batch 26200, giga_loss[loss=0.2314, simple_loss=0.3215, pruned_loss=0.07069, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03855, over 113.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3318, pruned_loss=0.09416, over 2473797.20 frames. utt_duration=458.8 frames, utt_pad_proportion=0.0796, over 21637.63 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3228, pruned_loss=0.08749, over 2468652.40 frames. utt_duration=1193 frames, utt_pad_proportion=0.07392, over 8290.51 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3325, pruned_loss=0.09484, over 2474238.00 frames. utt_duration=430.3 frames, utt_pad_proportion=0.0812, over 23078.11 utterances.], batch size: 113, lr: 5.64e-04
2022-08-23 06:42:12,689 INFO [train.py:927] (7/8) Epoch 5, batch 26250, giga_loss[loss=0.244, simple_loss=0.3165, pruned_loss=0.08571, over 12368.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02722, over 66.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.331, pruned_loss=0.09397, over 2473830.42 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08479, over 22346.62 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3225, pruned_loss=0.08736, over 2468232.33 frames. utt_duration=1198 frames, utt_pad_proportion=0.07256, over 8251.64 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.332, pruned_loss=0.09478, over 2474702.90 frames. utt_duration=416.4 frames, utt_pad_proportion=0.08628, over 23855.56 utterances.], batch size: 66, lr: 5.64e-04
2022-08-23 06:43:59,923 INFO [train.py:927] (7/8) Epoch 5, batch 26300, giga_loss[loss=0.2765, simple_loss=0.3351, pruned_loss=0.1089, over 12370.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04015, over 113.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3309, pruned_loss=0.09471, over 2474220.90 frames. utt_duration=437.6 frames, utt_pad_proportion=0.08367, over 22690.22 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3225, pruned_loss=0.08744, over 2468427.47 frames. utt_duration=1199 frames, utt_pad_proportion=0.07199, over 8248.13 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3317, pruned_loss=0.09534, over 2474778.19 frames. utt_duration=413.6 frames, utt_pad_proportion=0.08512, over 24016.72 utterances.], batch size: 113, lr: 5.64e-04
2022-08-23 06:45:47,159 INFO [train.py:927] (7/8) Epoch 5, batch 26350, giga_loss[loss=0.2228, simple_loss=0.3018, pruned_loss=0.07188, over 12398.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02582, over 91.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.329, pruned_loss=0.09442, over 2473397.34 frames. utt_duration=443.2 frames, utt_pad_proportion=0.08498, over 22398.31 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3222, pruned_loss=0.08734, over 2468356.33 frames. utt_duration=1200 frames, utt_pad_proportion=0.07178, over 8234.89 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.33, pruned_loss=0.09504, over 2473919.58 frames. utt_duration=422.3 frames, utt_pad_proportion=0.08617, over 23512.51 utterances.], batch size: 91, lr: 5.64e-04
2022-08-23 06:47:31,112 INFO [train.py:927] (7/8) Epoch 5, batch 26400, giga_loss[loss=0.248, simple_loss=0.3241, pruned_loss=0.08597, over 12355.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02801, over 66.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3301, pruned_loss=0.0952, over 2472896.20 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08004, over 21862.55 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3227, pruned_loss=0.0872, over 2468094.02 frames. utt_duration=1203 frames, utt_pad_proportion=0.07076, over 8217.32 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3305, pruned_loss=0.09594, over 2473632.04 frames. utt_duration=431.5 frames, utt_pad_proportion=0.0816, over 23009.21 utterances.], batch size: 66, lr: 5.64e-04
2022-08-23 06:49:14,368 INFO [train.py:927] (7/8) Epoch 5, batch 26450, giga_loss[loss=0.2554, simple_loss=0.3277, pruned_loss=0.09153, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03589, over 105.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3306, pruned_loss=0.09605, over 2472670.36 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07661, over 21465.80 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3219, pruned_loss=0.08689, over 2467476.39 frames. utt_duration=1210 frames, utt_pad_proportion=0.06959, over 8166.38 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.332, pruned_loss=0.09714, over 2473941.64 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07849, over 22741.47 utterances.], batch size: 105, lr: 5.64e-04
2022-08-23 06:50:56,081 INFO [train.py:927] (7/8) Epoch 5, batch 26500, libri_loss[loss=0.2579, simple_loss=0.3307, pruned_loss=0.09261, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005906, over 34.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3304, pruned_loss=0.09626, over 2473589.95 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07444, over 21178.32 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3212, pruned_loss=0.0865, over 2467860.40 frames. utt_duration=1215 frames, utt_pad_proportion=0.06766, over 8131.36 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3324, pruned_loss=0.09783, over 2474462.54 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07684, over 22722.88 utterances.], batch size: 34, lr: 5.64e-04
2022-08-23 06:52:39,344 INFO [train.py:927] (7/8) Epoch 5, batch 26550, giga_loss[loss=0.2219, simple_loss=0.31, pruned_loss=0.0669, over 12298.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03587, over 51.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3315, pruned_loss=0.09725, over 2473126.11 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08307, over 21985.33 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3215, pruned_loss=0.0869, over 2468258.01 frames. utt_duration=1207 frames, utt_pad_proportion=0.0709, over 8191.89 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.333, pruned_loss=0.09831, over 2473557.69 frames. utt_duration=424.3 frames, utt_pad_proportion=0.08347, over 23401.21 utterances.], batch size: 51, lr: 5.64e-04
2022-08-23 06:54:20,597 INFO [train.py:927] (7/8) Epoch 5, batch 26600, giga_loss[loss=0.2693, simple_loss=0.3454, pruned_loss=0.09655, over 12196.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03327, over 42.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3335, pruned_loss=0.09849, over 2473261.97 frames. utt_duration=456.6 frames, utt_pad_proportion=0.08902, over 21735.03 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3232, pruned_loss=0.08838, over 2468788.55 frames. utt_duration=1132 frames, utt_pad_proportion=0.0975, over 8737.96 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3334, pruned_loss=0.09838, over 2473327.77 frames. utt_duration=433 frames, utt_pad_proportion=0.07968, over 22928.65 utterances.], batch size: 42, lr: 5.64e-04
2022-08-23 06:54:38,838 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-23 06:57:06,170 INFO [train.py:927] (7/8) Epoch 6, batch 50, giga_loss[loss=0.2145, simple_loss=0.2956, pruned_loss=0.06667, over 12244.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03051, over 42.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3291, pruned_loss=0.08008, over 548870.62 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06909, over 4182.09 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3085, pruned_loss=0.0626, over 85826.75 frames. utt_duration=1447 frames, utt_pad_proportion=0.008101, over 237.54 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3326, pruned_loss=0.08292, over 479645.00 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07247, over 4026.83 utterances.], batch size: 42, lr: 5.53e-04
2022-08-23 06:58:46,800 INFO [train.py:927] (7/8) Epoch 6, batch 100, giga_loss[loss=0.2707, simple_loss=0.3505, pruned_loss=0.09545, over 12379.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02723, over 91.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3086, pruned_loss=0.07103, over 975318.35 frames. utt_duration=550 frames, utt_pad_proportion=0.07537, over 7112.40 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.302, pruned_loss=0.06399, over 212923.24 frames. utt_duration=1147 frames, utt_pad_proportion=0.107, over 743.70 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3109, pruned_loss=0.0729, over 834398.29 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07202, over 6799.68 utterances.], batch size: 91, lr: 5.53e-04
2022-08-23 07:00:31,675 INFO [train.py:927] (7/8) Epoch 6, batch 150, giga_loss[loss=0.1835, simple_loss=0.2568, pruned_loss=0.05505, over 12365.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04689, over 34.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2936, pruned_loss=0.0653, over 1307954.32 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06922, over 9541.51 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3047, pruned_loss=0.06582, over 235597.05 frames. utt_duration=1159 frames, utt_pad_proportion=0.09778, over 814.08 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2928, pruned_loss=0.06549, over 1185308.25 frames. utt_duration=510.8 frames, utt_pad_proportion=0.06763, over 9308.66 utterances.], batch size: 34, lr: 5.53e-04
2022-08-23 07:02:15,926 INFO [train.py:927] (7/8) Epoch 6, batch 200, giga_loss[loss=0.1556, simple_loss=0.2427, pruned_loss=0.03425, over 12433.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04169, over 146.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2807, pruned_loss=0.05988, over 1566338.87 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06603, over 11719.06 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3059, pruned_loss=0.06637, over 257761.51 frames. utt_duration=1173 frames, utt_pad_proportion=0.09018, over 879.78 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2789, pruned_loss=0.05951, over 1460915.95 frames. utt_duration=507 frames, utt_pad_proportion=0.0653, over 11559.49 utterances.], batch size: 146, lr: 5.53e-04
2022-08-23 07:03:58,383 INFO [train.py:927] (7/8) Epoch 6, batch 250, giga_loss[loss=0.1762, simple_loss=0.2634, pruned_loss=0.04455, over 12447.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03022, over 75.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2755, pruned_loss=0.05725, over 1767427.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05971, over 12977.46 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3093, pruned_loss=0.06656, over 290647.15 frames. utt_duration=1170 frames, utt_pad_proportion=0.08745, over 995.19 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2728, pruned_loss=0.05665, over 1673597.51 frames. utt_duration=520.3 frames, utt_pad_proportion=0.05905, over 12903.44 utterances.], batch size: 75, lr: 5.53e-04
2022-08-23 07:05:41,572 INFO [train.py:927] (7/8) Epoch 6, batch 300, giga_loss[loss=0.1865, simple_loss=0.2666, pruned_loss=0.05319, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03516, over 37.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2717, pruned_loss=0.05614, over 1923600.44 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06348, over 14472.83 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3058, pruned_loss=0.06637, over 365352.32 frames. utt_duration=1241 frames, utt_pad_proportion=0.07293, over 1179.46 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2687, pruned_loss=0.05527, over 1828858.72 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06371, over 14639.69 utterances.], batch size: 37, lr: 5.52e-04
2022-08-23 07:07:24,508 INFO [train.py:927] (7/8) Epoch 6, batch 350, giga_loss[loss=0.1629, simple_loss=0.2473, pruned_loss=0.03923, over 12406.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.0242, over 66.00 utterances.], tot_loss[loss=0.1876, simple_loss=0.267, pruned_loss=0.05406, over 2045857.67 frames. utt_duration=533.6 frames, utt_pad_proportion=0.0632, over 15379.65 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3047, pruned_loss=0.06605, over 375723.56 frames. utt_duration=1251 frames, utt_pad_proportion=0.07142, over 1202.56 utterances.], giga_tot_loss[loss=0.1857, simple_loss=0.2647, pruned_loss=0.05334, over 1969730.94 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06346, over 15544.18 utterances.], batch size: 66, lr: 5.52e-04
2022-08-23 07:09:05,036 INFO [train.py:927] (7/8) Epoch 6, batch 400, giga_loss[loss=0.1652, simple_loss=0.2458, pruned_loss=0.04234, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02587, over 45.00 utterances.], tot_loss[loss=0.1836, simple_loss=0.2628, pruned_loss=0.05222, over 2140547.67 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07236, over 16963.37 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3055, pruned_loss=0.06694, over 406696.59 frames. utt_duration=1262 frames, utt_pad_proportion=0.06624, over 1291.05 utterances.], giga_tot_loss[loss=0.1813, simple_loss=0.2601, pruned_loss=0.05123, over 2075686.01 frames. utt_duration=483.4 frames, utt_pad_proportion=0.0728, over 17227.68 utterances.], batch size: 45, lr: 5.52e-04
2022-08-23 07:10:47,408 INFO [train.py:927] (7/8) Epoch 6, batch 450, giga_loss[loss=0.172, simple_loss=0.25, pruned_loss=0.04695, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03228, over 85.00 utterances.], tot_loss[loss=0.1797, simple_loss=0.259, pruned_loss=0.05019, over 2214554.61 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06566, over 16912.58 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3045, pruned_loss=0.06583, over 447631.53 frames. utt_duration=1285 frames, utt_pad_proportion=0.06067, over 1395.47 utterances.], giga_tot_loss[loss=0.1773, simple_loss=0.256, pruned_loss=0.04926, over 2157904.74 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06654, over 17311.49 utterances.], batch size: 85, lr: 5.52e-04
2022-08-23 07:12:26,612 INFO [train.py:927] (7/8) Epoch 6, batch 500, giga_loss[loss=0.2228, simple_loss=0.3001, pruned_loss=0.07277, over 12357.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04134, over 37.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2694, pruned_loss=0.0556, over 2272166.34 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06257, over 17154.79 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3038, pruned_loss=0.06584, over 497388.91 frames. utt_duration=1312 frames, utt_pad_proportion=0.05513, over 1518.42 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.2664, pruned_loss=0.05466, over 2222195.18 frames. utt_duration=503 frames, utt_pad_proportion=0.06381, over 17723.22 utterances.], batch size: 37, lr: 5.52e-04
2022-08-23 07:14:14,735 INFO [train.py:927] (7/8) Epoch 6, batch 550, giga_loss[loss=0.2196, simple_loss=0.3126, pruned_loss=0.0633, over 12436.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04399, over 134.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2821, pruned_loss=0.06178, over 2317967.84 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06622, over 17479.90 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.304, pruned_loss=0.066, over 507237.96 frames. utt_duration=1290 frames, utt_pad_proportion=0.05761, over 1574.83 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2799, pruned_loss=0.0611, over 2278117.05 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06693, over 17941.96 utterances.], batch size: 134, lr: 5.52e-04
2022-08-23 07:15:57,993 INFO [train.py:927] (7/8) Epoch 6, batch 600, libri_loss[loss=0.1697, simple_loss=0.2541, pruned_loss=0.04266, over 12262.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.05519, over 27.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2888, pruned_loss=0.06436, over 2351493.41 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06773, over 17994.77 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3022, pruned_loss=0.06631, over 602987.03 frames. utt_duration=1329 frames, utt_pad_proportion=0.04943, over 1817.28 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2867, pruned_loss=0.06365, over 2312996.63 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06917, over 18899.03 utterances.], batch size: 27, lr: 5.52e-04
2022-08-23 07:17:41,819 INFO [train.py:927] (7/8) Epoch 6, batch 650, giga_loss[loss=0.2573, simple_loss=0.3328, pruned_loss=0.09089, over 12339.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03291, over 85.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2924, pruned_loss=0.0653, over 2378459.40 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06459, over 17779.41 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3013, pruned_loss=0.06569, over 657992.45 frames. utt_duration=1340 frames, utt_pad_proportion=0.0451, over 1966.91 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2907, pruned_loss=0.06488, over 2345050.44 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06646, over 18794.11 utterances.], batch size: 85, lr: 5.52e-04
2022-08-23 07:19:26,564 INFO [train.py:927] (7/8) Epoch 6, batch 700, giga_loss[loss=0.2186, simple_loss=0.2999, pruned_loss=0.0687, over 12447.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03614, over 86.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2965, pruned_loss=0.06785, over 2400153.12 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06249, over 17260.13 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3003, pruned_loss=0.06562, over 711578.56 frames. utt_duration=1356 frames, utt_pad_proportion=0.04199, over 2101.19 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2953, pruned_loss=0.06759, over 2371273.67 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06462, over 18367.78 utterances.], batch size: 86, lr: 5.52e-04
2022-08-23 07:21:08,909 INFO [train.py:927] (7/8) Epoch 6, batch 750, libri_loss[loss=0.1996, simple_loss=0.2903, pruned_loss=0.05448, over 12382.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006271, over 34.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3019, pruned_loss=0.07015, over 2415669.82 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06375, over 17504.36 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3001, pruned_loss=0.06536, over 771426.16 frames. utt_duration=1376 frames, utt_pad_proportion=0.03863, over 2244.53 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3011, pruned_loss=0.07019, over 2391211.95 frames. utt_duration=511 frames, utt_pad_proportion=0.066, over 18773.71 utterances.], batch size: 34, lr: 5.52e-04
2022-08-23 07:22:50,515 INFO [train.py:927] (7/8) Epoch 6, batch 800, libri_loss[loss=0.2019, simple_loss=0.2842, pruned_loss=0.05984, over 12344.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005992, over 33.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.305, pruned_loss=0.07098, over 2427640.92 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06504, over 17314.84 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2987, pruned_loss=0.06494, over 838033.70 frames. utt_duration=1387 frames, utt_pad_proportion=0.03585, over 2418.65 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.305, pruned_loss=0.07136, over 2406268.83 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06748, over 18740.19 utterances.], batch size: 33, lr: 5.51e-04
2022-08-23 07:24:33,566 INFO [train.py:927] (7/8) Epoch 6, batch 850, giga_loss[loss=0.2158, simple_loss=0.3121, pruned_loss=0.05973, over 12272.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.0272, over 54.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3064, pruned_loss=0.07065, over 2437295.18 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06542, over 17251.67 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3, pruned_loss=0.06559, over 870496.86 frames. utt_duration=1342 frames, utt_pad_proportion=0.04842, over 2597.30 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3061, pruned_loss=0.07086, over 2419600.14 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06623, over 18490.66 utterances.], batch size: 54, lr: 5.51e-04
2022-08-23 07:26:15,609 INFO [train.py:927] (7/8) Epoch 6, batch 900, giga_loss[loss=0.1867, simple_loss=0.2791, pruned_loss=0.04715, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04211, over 31.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3066, pruned_loss=0.07027, over 2445491.85 frames. utt_duration=579.6 frames, utt_pad_proportion=0.06183, over 16921.68 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3001, pruned_loss=0.06588, over 902126.91 frames. utt_duration=1349 frames, utt_pad_proportion=0.04638, over 2677.78 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3064, pruned_loss=0.07041, over 2431052.06 frames. utt_duration=539 frames, utt_pad_proportion=0.06307, over 18092.07 utterances.], batch size: 31, lr: 5.51e-04
2022-08-23 07:28:00,069 INFO [train.py:927] (7/8) Epoch 6, batch 950, giga_loss[loss=0.2587, simple_loss=0.3215, pruned_loss=0.09791, over 12256.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03016, over 45.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3117, pruned_loss=0.07547, over 2451228.31 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06234, over 16730.29 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3029, pruned_loss=0.06672, over 948190.02 frames. utt_duration=1340 frames, utt_pad_proportion=0.04656, over 2834.10 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3109, pruned_loss=0.07549, over 2439397.63 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06346, over 17894.29 utterances.], batch size: 45, lr: 5.51e-04
2022-08-23 07:29:44,224 INFO [train.py:927] (7/8) Epoch 6, batch 1000, giga_loss[loss=0.1935, simple_loss=0.2876, pruned_loss=0.04971, over 12377.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02789, over 70.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3135, pruned_loss=0.07597, over 2455713.53 frames. utt_duration=593.2 frames, utt_pad_proportion=0.061, over 16599.97 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3082, pruned_loss=0.06723, over 985782.03 frames. utt_duration=1295 frames, utt_pad_proportion=0.05783, over 3047.50 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3111, pruned_loss=0.07601, over 2445947.76 frames. utt_duration=556 frames, utt_pad_proportion=0.06032, over 17643.00 utterances.], batch size: 70, lr: 5.51e-04
2022-08-23 07:31:25,282 INFO [train.py:927] (7/8) Epoch 6, batch 1050, giga_loss[loss=0.2098, simple_loss=0.2981, pruned_loss=0.06079, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04054, over 113.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3129, pruned_loss=0.07524, over 2459213.52 frames. utt_duration=612.9 frames, utt_pad_proportion=0.05831, over 16090.13 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3122, pruned_loss=0.06772, over 1029650.13 frames. utt_duration=1296 frames, utt_pad_proportion=0.05461, over 3182.45 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3096, pruned_loss=0.07531, over 2451136.19 frames. utt_duration=572.8 frames, utt_pad_proportion=0.0585, over 17162.42 utterances.], batch size: 113, lr: 5.51e-04
2022-08-23 07:33:11,914 INFO [train.py:927] (7/8) Epoch 6, batch 1100, giga_loss[loss=0.2031, simple_loss=0.2835, pruned_loss=0.06138, over 12426.00 frames. utt_duration=513.8 frames, utt_pad_proportion=0.02685, over 97.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3116, pruned_loss=0.07493, over 2462065.92 frames. utt_duration=606.4 frames, utt_pad_proportion=0.0584, over 16281.44 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3122, pruned_loss=0.06796, over 1072204.82 frames. utt_duration=1282 frames, utt_pad_proportion=0.05559, over 3349.13 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.309, pruned_loss=0.07507, over 2455469.26 frames. utt_duration=568 frames, utt_pad_proportion=0.05839, over 17338.69 utterances.], batch size: 97, lr: 5.51e-04
2022-08-23 07:34:56,619 INFO [train.py:927] (7/8) Epoch 6, batch 1150, giga_loss[loss=0.2045, simple_loss=0.2815, pruned_loss=0.06379, over 12381.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05972, over 182.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3076, pruned_loss=0.07293, over 2465641.76 frames. utt_duration=587.2 frames, utt_pad_proportion=0.05645, over 16838.03 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3119, pruned_loss=0.06786, over 1093214.10 frames. utt_duration=1275 frames, utt_pad_proportion=0.05552, over 3433.46 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3056, pruned_loss=0.07317, over 2460214.50 frames. utt_duration=555 frames, utt_pad_proportion=0.05655, over 17778.45 utterances.], batch size: 182, lr: 5.51e-04
2022-08-23 07:36:39,162 INFO [train.py:927] (7/8) Epoch 6, batch 1200, giga_loss[loss=0.2394, simple_loss=0.3194, pruned_loss=0.0797, over 12367.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06069, over 182.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3029, pruned_loss=0.07104, over 2468080.59 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06059, over 17960.73 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3105, pruned_loss=0.06762, over 1147532.82 frames. utt_duration=1279 frames, utt_pad_proportion=0.05253, over 3592.05 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3016, pruned_loss=0.07146, over 2463378.13 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06103, over 19065.55 utterances.], batch size: 182, lr: 5.51e-04
2022-08-23 07:38:22,058 INFO [train.py:927] (7/8) Epoch 6, batch 1250, giga_loss[loss=0.2039, simple_loss=0.2881, pruned_loss=0.05985, over 12341.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03327, over 58.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3018, pruned_loss=0.07028, over 2468464.52 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06007, over 17362.98 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3093, pruned_loss=0.06709, over 1186176.77 frames. utt_duration=1287 frames, utt_pad_proportion=0.05108, over 3691.78 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3011, pruned_loss=0.07093, over 2465120.01 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06078, over 18532.79 utterances.], batch size: 58, lr: 5.51e-04
2022-08-23 07:40:03,445 INFO [train.py:927] (7/8) Epoch 6, batch 1300, giga_loss[loss=0.1912, simple_loss=0.2711, pruned_loss=0.05565, over 12397.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02607, over 91.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2994, pruned_loss=0.06914, over 2469480.46 frames. utt_duration=587.9 frames, utt_pad_proportion=0.05831, over 16845.05 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3098, pruned_loss=0.06731, over 1237099.30 frames. utt_duration=1278 frames, utt_pad_proportion=0.04994, over 3876.49 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2982, pruned_loss=0.06968, over 2466319.78 frames. utt_duration=546 frames, utt_pad_proportion=0.05942, over 18118.40 utterances.], batch size: 91, lr: 5.50e-04
2022-08-23 07:41:45,730 INFO [train.py:927] (7/8) Epoch 6, batch 1350, giga_loss[loss=0.2327, simple_loss=0.2877, pruned_loss=0.08883, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03657, over 40.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2958, pruned_loss=0.06814, over 2470687.86 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05589, over 16590.51 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3099, pruned_loss=0.06746, over 1261759.89 frames. utt_duration=1284 frames, utt_pad_proportion=0.04844, over 3936.47 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2946, pruned_loss=0.06851, over 2468022.92 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05728, over 17778.04 utterances.], batch size: 40, lr: 5.50e-04
2022-08-23 07:43:30,393 INFO [train.py:927] (7/8) Epoch 6, batch 1400, libri_loss[loss=0.1743, simple_loss=0.2631, pruned_loss=0.04277, over 12448.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006102, over 32.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2922, pruned_loss=0.0667, over 2471412.29 frames. utt_duration=610.4 frames, utt_pad_proportion=0.05525, over 16235.04 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3094, pruned_loss=0.06726, over 1285590.32 frames. utt_duration=1290 frames, utt_pad_proportion=0.04708, over 3991.29 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2912, pruned_loss=0.0671, over 2469450.75 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05677, over 17360.23 utterances.], batch size: 32, lr: 5.50e-04
2022-08-23 07:45:10,285 INFO [train.py:927] (7/8) Epoch 6, batch 1450, giga_loss[loss=0.1817, simple_loss=0.2681, pruned_loss=0.04767, over 12435.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03709, over 133.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2891, pruned_loss=0.06577, over 2472008.98 frames. utt_duration=614.7 frames, utt_pad_proportion=0.05245, over 16126.58 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.309, pruned_loss=0.0672, over 1314950.91 frames. utt_duration=1292 frames, utt_pad_proportion=0.04569, over 4076.70 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2882, pruned_loss=0.0661, over 2470448.75 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05418, over 17214.60 utterances.], batch size: 133, lr: 5.50e-04
2022-08-23 07:46:52,138 INFO [train.py:927] (7/8) Epoch 6, batch 1500, giga_loss[loss=0.182, simple_loss=0.2574, pruned_loss=0.05327, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04806, over 34.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2868, pruned_loss=0.0651, over 2471221.01 frames. utt_duration=628 frames, utt_pad_proportion=0.05408, over 15778.03 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3089, pruned_loss=0.06729, over 1337614.52 frames. utt_duration=1273 frames, utt_pad_proportion=0.05289, over 4206.54 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2857, pruned_loss=0.0653, over 2470262.39 frames. utt_duration=591.7 frames, utt_pad_proportion=0.05399, over 16741.12 utterances.], batch size: 34, lr: 5.50e-04
2022-08-23 07:48:33,318 INFO [train.py:927] (7/8) Epoch 6, batch 1550, giga_loss[loss=0.2038, simple_loss=0.2857, pruned_loss=0.06097, over 12327.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.03196, over 70.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2856, pruned_loss=0.06436, over 2471643.98 frames. utt_duration=658.6 frames, utt_pad_proportion=0.05072, over 15044.76 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3073, pruned_loss=0.06671, over 1381780.03 frames. utt_duration=1278 frames, utt_pad_proportion=0.05165, over 4329.10 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2847, pruned_loss=0.06472, over 2471205.09 frames. utt_duration=615.3 frames, utt_pad_proportion=0.05114, over 16103.78 utterances.], batch size: 70, lr: 5.50e-04
2022-08-23 07:50:14,674 INFO [train.py:927] (7/8) Epoch 6, batch 1600, giga_loss[loss=0.1953, simple_loss=0.2788, pruned_loss=0.05596, over 12298.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.03994, over 26.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2898, pruned_loss=0.06696, over 2471586.70 frames. utt_duration=646.5 frames, utt_pad_proportion=0.0518, over 15326.91 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3068, pruned_loss=0.06652, over 1408196.35 frames. utt_duration=1287 frames, utt_pad_proportion=0.05001, over 4380.35 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2889, pruned_loss=0.06729, over 2471695.59 frames. utt_duration=606.1 frames, utt_pad_proportion=0.05244, over 16353.08 utterances.], batch size: 26, lr: 5.50e-04
2022-08-23 07:51:57,418 INFO [train.py:927] (7/8) Epoch 6, batch 1650, giga_loss[loss=0.2599, simple_loss=0.3329, pruned_loss=0.09352, over 12371.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03171, over 62.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2961, pruned_loss=0.07051, over 2471858.05 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05999, over 16559.36 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.307, pruned_loss=0.06662, over 1428890.29 frames. utt_duration=1291 frames, utt_pad_proportion=0.04865, over 4431.33 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.295, pruned_loss=0.07078, over 2472340.76 frames. utt_duration=565 frames, utt_pad_proportion=0.06049, over 17550.18 utterances.], batch size: 62, lr: 5.50e-04
2022-08-23 07:53:41,145 INFO [train.py:927] (7/8) Epoch 6, batch 1700, giga_loss[loss=0.2307, simple_loss=0.3128, pruned_loss=0.07431, over 12398.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03817, over 37.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3014, pruned_loss=0.07212, over 2471681.18 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05649, over 16509.65 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3062, pruned_loss=0.06633, over 1464578.17 frames. utt_duration=1298 frames, utt_pad_proportion=0.04686, over 4518.19 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3007, pruned_loss=0.07265, over 2472310.09 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05763, over 17622.88 utterances.], batch size: 37, lr: 5.50e-04
2022-08-23 07:55:20,696 INFO [train.py:927] (7/8) Epoch 6, batch 1750, giga_loss[loss=0.2085, simple_loss=0.2953, pruned_loss=0.06082, over 12358.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03182, over 58.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3072, pruned_loss=0.07482, over 2472091.85 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06362, over 17514.32 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3063, pruned_loss=0.06629, over 1484630.02 frames. utt_duration=1299 frames, utt_pad_proportion=0.04628, over 4577.44 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3066, pruned_loss=0.07539, over 2472557.53 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06436, over 18571.03 utterances.], batch size: 58, lr: 5.49e-04
2022-08-23 07:57:00,762 INFO [train.py:927] (7/8) Epoch 6, batch 1800, giga_loss[loss=0.2446, simple_loss=0.3226, pruned_loss=0.08336, over 12454.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03691, over 123.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3056, pruned_loss=0.07277, over 2471817.39 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06711, over 17326.69 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3062, pruned_loss=0.06623, over 1504265.23 frames. utt_duration=1301 frames, utt_pad_proportion=0.04535, over 4629.47 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3051, pruned_loss=0.0734, over 2472166.28 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06785, over 18349.74 utterances.], batch size: 123, lr: 5.49e-04
2022-08-23 07:58:44,107 INFO [train.py:927] (7/8) Epoch 6, batch 1850, libri_loss[loss=0.2258, simple_loss=0.3063, pruned_loss=0.0727, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00572, over 34.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3057, pruned_loss=0.07269, over 2472734.94 frames. utt_duration=538.8 frames, utt_pad_proportion=0.07348, over 18407.17 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3058, pruned_loss=0.06614, over 1518742.43 frames. utt_duration=1305 frames, utt_pad_proportion=0.04453, over 4660.89 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3056, pruned_loss=0.07331, over 2473006.58 frames. utt_duration=512.2 frames, utt_pad_proportion=0.07407, over 19370.52 utterances.], batch size: 34, lr: 5.49e-04
2022-08-23 08:00:29,938 INFO [train.py:927] (7/8) Epoch 6, batch 1900, giga_loss[loss=0.295, simple_loss=0.3488, pruned_loss=0.1206, over 12274.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0307, over 45.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3083, pruned_loss=0.07518, over 2472821.57 frames. utt_duration=530.3 frames, utt_pad_proportion=0.07561, over 18703.35 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3054, pruned_loss=0.06616, over 1532980.40 frames. utt_duration=1308 frames, utt_pad_proportion=0.04376, over 4691.80 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3084, pruned_loss=0.07576, over 2473069.37 frames. utt_duration=505.7 frames, utt_pad_proportion=0.07627, over 19619.62 utterances.], batch size: 45, lr: 5.49e-04
2022-08-23 08:02:13,403 INFO [train.py:927] (7/8) Epoch 6, batch 1950, giga_loss[loss=0.276, simple_loss=0.3438, pruned_loss=0.1041, over 12376.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3101, pruned_loss=0.07661, over 2473358.50 frames. utt_duration=533.3 frames, utt_pad_proportion=0.07256, over 18601.85 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3051, pruned_loss=0.06642, over 1565055.17 frames. utt_duration=1316 frames, utt_pad_proportion=0.04197, over 4762.38 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3105, pruned_loss=0.07724, over 2473885.72 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07391, over 19708.18 utterances.], batch size: 257, lr: 5.49e-04
2022-08-23 08:03:54,473 INFO [train.py:927] (7/8) Epoch 6, batch 2000, giga_loss[loss=0.2343, simple_loss=0.3136, pruned_loss=0.07751, over 12408.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02501, over 48.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3112, pruned_loss=0.07692, over 2472871.64 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06705, over 18028.56 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3055, pruned_loss=0.06664, over 1578362.98 frames. utt_duration=1312 frames, utt_pad_proportion=0.04177, over 4816.62 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3114, pruned_loss=0.07745, over 2473505.51 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06865, over 19038.33 utterances.], batch size: 48, lr: 5.49e-04
2022-08-23 08:05:36,989 INFO [train.py:927] (7/8) Epoch 6, batch 2050, giga_loss[loss=0.2284, simple_loss=0.3207, pruned_loss=0.06804, over 12471.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02716, over 55.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3127, pruned_loss=0.07734, over 2472599.41 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06815, over 18179.32 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3046, pruned_loss=0.0662, over 1591702.44 frames. utt_duration=1315 frames, utt_pad_proportion=0.04151, over 4846.32 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3134, pruned_loss=0.07812, over 2473104.36 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06954, over 19119.06 utterances.], batch size: 55, lr: 5.49e-04
2022-08-23 08:07:18,836 INFO [train.py:927] (7/8) Epoch 6, batch 2100, giga_loss[loss=0.2345, simple_loss=0.3108, pruned_loss=0.0791, over 12358.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03113, over 85.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3128, pruned_loss=0.07709, over 2472686.03 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06341, over 17232.04 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3056, pruned_loss=0.06659, over 1613469.44 frames. utt_duration=1311 frames, utt_pad_proportion=0.04101, over 4929.14 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.313, pruned_loss=0.07774, over 2473117.20 frames. utt_duration=545 frames, utt_pad_proportion=0.06518, over 18202.15 utterances.], batch size: 85, lr: 5.49e-04
2022-08-23 08:09:01,253 INFO [train.py:927] (7/8) Epoch 6, batch 2150, giga_loss[loss=0.2282, simple_loss=0.3065, pruned_loss=0.07497, over 12436.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05043, over 162.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3117, pruned_loss=0.07599, over 2472779.21 frames. utt_duration=606.6 frames, utt_pad_proportion=0.06089, over 16345.65 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3059, pruned_loss=0.06633, over 1647353.60 frames. utt_duration=1318 frames, utt_pad_proportion=0.03932, over 5004.66 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3118, pruned_loss=0.07704, over 2473027.25 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06329, over 17494.48 utterances.], batch size: 162, lr: 5.49e-04
2022-08-23 08:10:44,952 INFO [train.py:927] (7/8) Epoch 6, batch 2200, giga_loss[loss=0.2495, simple_loss=0.3283, pruned_loss=0.08532, over 12382.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3117, pruned_loss=0.07579, over 2471671.96 frames. utt_duration=642.4 frames, utt_pad_proportion=0.0575, over 15426.50 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3059, pruned_loss=0.06611, over 1679533.43 frames. utt_duration=1311 frames, utt_pad_proportion=0.03963, over 5130.88 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.312, pruned_loss=0.07712, over 2472091.51 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06005, over 16634.48 utterances.], batch size: 133, lr: 5.49e-04
2022-08-23 08:12:27,000 INFO [train.py:927] (7/8) Epoch 6, batch 2250, giga_loss[loss=0.1897, simple_loss=0.2765, pruned_loss=0.05145, over 12393.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03278, over 37.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3124, pruned_loss=0.07605, over 2472013.52 frames. utt_duration=623.5 frames, utt_pad_proportion=0.0582, over 15896.58 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3057, pruned_loss=0.06599, over 1694951.61 frames. utt_duration=1313 frames, utt_pad_proportion=0.03884, over 5170.04 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3128, pruned_loss=0.07736, over 2472615.18 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06052, over 17011.03 utterances.], batch size: 37, lr: 5.48e-04
2022-08-23 08:14:11,449 INFO [train.py:927] (7/8) Epoch 6, batch 2300, giga_loss[loss=0.235, simple_loss=0.3027, pruned_loss=0.08363, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03533, over 37.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3115, pruned_loss=0.07556, over 2472498.65 frames. utt_duration=637.4 frames, utt_pad_proportion=0.05799, over 15552.80 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.306, pruned_loss=0.06629, over 1717961.72 frames. utt_duration=1309 frames, utt_pad_proportion=0.03869, over 5254.93 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3118, pruned_loss=0.07668, over 2473003.88 frames. utt_duration=595.6 frames, utt_pad_proportion=0.06021, over 16650.61 utterances.], batch size: 37, lr: 5.48e-04
2022-08-23 08:15:56,175 INFO [train.py:927] (7/8) Epoch 6, batch 2350, giga_loss[loss=0.2094, simple_loss=0.2873, pruned_loss=0.06576, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03554, over 43.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3096, pruned_loss=0.07494, over 2471999.76 frames. utt_duration=609.4 frames, utt_pad_proportion=0.05935, over 16264.99 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3058, pruned_loss=0.06622, over 1725154.22 frames. utt_duration=1312 frames, utt_pad_proportion=0.0383, over 5266.35 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3101, pruned_loss=0.07594, over 2472671.61 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06113, over 17203.41 utterances.], batch size: 43, lr: 5.48e-04
2022-08-23 08:17:39,337 INFO [train.py:927] (7/8) Epoch 6, batch 2400, giga_loss[loss=0.2052, simple_loss=0.2849, pruned_loss=0.06274, over 12367.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02722, over 66.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3079, pruned_loss=0.07441, over 2472279.04 frames. utt_duration=621.4 frames, utt_pad_proportion=0.05991, over 15952.84 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3059, pruned_loss=0.06632, over 1747356.32 frames. utt_duration=1312 frames, utt_pad_proportion=0.03718, over 5331.39 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3083, pruned_loss=0.07537, over 2472754.76 frames. utt_duration=585.4 frames, utt_pad_proportion=0.06192, over 16940.14 utterances.], batch size: 66, lr: 5.48e-04
2022-08-23 08:19:23,072 INFO [train.py:927] (7/8) Epoch 6, batch 2450, giga_loss[loss=0.2178, simple_loss=0.2879, pruned_loss=0.07379, over 12454.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04147, over 31.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3046, pruned_loss=0.07336, over 2472100.91 frames. utt_duration=629.7 frames, utt_pad_proportion=0.05963, over 15740.71 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.306, pruned_loss=0.06642, over 1754673.74 frames. utt_duration=1314 frames, utt_pad_proportion=0.03678, over 5348.05 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3049, pruned_loss=0.07412, over 2472385.66 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06148, over 16602.35 utterances.], batch size: 31, lr: 5.48e-04
2022-08-23 08:21:03,603 INFO [train.py:927] (7/8) Epoch 6, batch 2500, giga_loss[loss=0.1892, simple_loss=0.2727, pruned_loss=0.05287, over 12452.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03472, over 31.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3009, pruned_loss=0.07175, over 2472806.65 frames. utt_duration=632.8 frames, utt_pad_proportion=0.05615, over 15667.95 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3055, pruned_loss=0.06609, over 1765434.17 frames. utt_duration=1317 frames, utt_pad_proportion=0.03639, over 5367.80 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3014, pruned_loss=0.07266, over 2472983.89 frames. utt_duration=601.8 frames, utt_pad_proportion=0.05802, over 16477.04 utterances.], batch size: 31, lr: 5.48e-04
2022-08-23 08:22:55,894 INFO [train.py:927] (7/8) Epoch 6, batch 2550, giga_loss[loss=0.2214, simple_loss=0.2913, pruned_loss=0.07579, over 12478.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03462, over 37.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3017, pruned_loss=0.07251, over 2472893.70 frames. utt_duration=626.9 frames, utt_pad_proportion=0.05506, over 15816.08 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3067, pruned_loss=0.06641, over 1779643.65 frames. utt_duration=1319 frames, utt_pad_proportion=0.03563, over 5403.23 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3012, pruned_loss=0.07313, over 2472889.10 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05695, over 16618.35 utterances.], batch size: 37, lr: 5.48e-04
2022-08-23 08:24:38,597 INFO [train.py:927] (7/8) Epoch 6, batch 2600, giga_loss[loss=0.282, simple_loss=0.3629, pruned_loss=0.1005, over 12362.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3028, pruned_loss=0.0728, over 2473222.35 frames. utt_duration=621.6 frames, utt_pad_proportion=0.05244, over 15953.34 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3058, pruned_loss=0.06633, over 1806645.79 frames. utt_duration=1329 frames, utt_pad_proportion=0.03466, over 5445.43 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3029, pruned_loss=0.07359, over 2473437.00 frames. utt_duration=585 frames, utt_pad_proportion=0.05462, over 16955.11 utterances.], batch size: 91, lr: 5.48e-04
2022-08-23 08:26:21,102 INFO [train.py:927] (7/8) Epoch 6, batch 2650, giga_loss[loss=0.2546, simple_loss=0.319, pruned_loss=0.09515, over 12333.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 368.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3044, pruned_loss=0.07298, over 2474127.95 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05694, over 17264.71 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3062, pruned_loss=0.0668, over 1819863.61 frames. utt_duration=1312 frames, utt_pad_proportion=0.04022, over 5553.30 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3042, pruned_loss=0.07343, over 2474324.70 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05688, over 18162.72 utterances.], batch size: 368, lr: 5.48e-04
2022-08-23 08:28:04,803 INFO [train.py:927] (7/8) Epoch 6, batch 2700, giga_loss[loss=0.1974, simple_loss=0.2796, pruned_loss=0.05759, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03609, over 37.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3032, pruned_loss=0.07156, over 2474417.76 frames. utt_duration=549.8 frames, utt_pad_proportion=0.05732, over 18050.93 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3059, pruned_loss=0.06674, over 1823042.29 frames. utt_duration=1315 frames, utt_pad_proportion=0.04007, over 5553.53 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3032, pruned_loss=0.07196, over 2474651.27 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05733, over 18805.82 utterances.], batch size: 37, lr: 5.48e-04
2022-08-23 08:29:47,439 INFO [train.py:927] (7/8) Epoch 6, batch 2750, giga_loss[loss=0.1996, simple_loss=0.2902, pruned_loss=0.05456, over 12387.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02569, over 66.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3044, pruned_loss=0.0715, over 2475441.83 frames. utt_duration=526.5 frames, utt_pad_proportion=0.05597, over 18861.85 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3062, pruned_loss=0.06668, over 1829495.95 frames. utt_duration=1319 frames, utt_pad_proportion=0.03974, over 5555.99 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3042, pruned_loss=0.07189, over 2475658.71 frames. utt_duration=507.7 frames, utt_pad_proportion=0.05615, over 19562.24 utterances.], batch size: 66, lr: 5.47e-04
2022-08-23 08:31:28,402 INFO [train.py:927] (7/8) Epoch 6, batch 2800, giga_loss[loss=0.2348, simple_loss=0.3216, pruned_loss=0.07398, over 12273.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02732, over 54.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3078, pruned_loss=0.07328, over 2475195.35 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06234, over 18668.66 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3082, pruned_loss=0.06774, over 1848632.11 frames. utt_duration=1269 frames, utt_pad_proportion=0.05609, over 5835.05 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3062, pruned_loss=0.07303, over 2475369.18 frames. utt_duration=513.6 frames, utt_pad_proportion=0.05803, over 19333.17 utterances.], batch size: 54, lr: 5.47e-04
2022-08-23 08:33:11,329 INFO [train.py:927] (7/8) Epoch 6, batch 2850, giga_loss[loss=0.2173, simple_loss=0.3059, pruned_loss=0.06435, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02921, over 45.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3077, pruned_loss=0.07307, over 2475053.46 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06148, over 18002.89 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.308, pruned_loss=0.06763, over 1854825.99 frames. utt_duration=1271 frames, utt_pad_proportion=0.0555, over 5845.67 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3066, pruned_loss=0.07301, over 2475245.82 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05817, over 18631.80 utterances.], batch size: 45, lr: 5.47e-04
2022-08-23 08:34:55,735 INFO [train.py:927] (7/8) Epoch 6, batch 2900, giga_loss[loss=0.2262, simple_loss=0.2952, pruned_loss=0.0786, over 12472.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04445, over 34.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3079, pruned_loss=0.0734, over 2475380.12 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06361, over 18437.50 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3079, pruned_loss=0.06759, over 1858011.86 frames. utt_duration=1271 frames, utt_pad_proportion=0.05522, over 5856.45 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3072, pruned_loss=0.0734, over 2475451.87 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06111, over 18977.52 utterances.], batch size: 34, lr: 5.47e-04
2022-08-23 08:36:36,511 INFO [train.py:927] (7/8) Epoch 6, batch 2950, giga_loss[loss=0.2345, simple_loss=0.3157, pruned_loss=0.07669, over 12446.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04269, over 114.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3061, pruned_loss=0.07251, over 2474311.61 frames. utt_duration=574.4 frames, utt_pad_proportion=0.0588, over 17275.27 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3077, pruned_loss=0.0676, over 1870142.32 frames. utt_duration=1269 frames, utt_pad_proportion=0.05512, over 5902.18 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3056, pruned_loss=0.0726, over 2474470.35 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05688, over 17872.10 utterances.], batch size: 114, lr: 5.47e-04
2022-08-23 08:38:15,355 INFO [train.py:927] (7/8) Epoch 6, batch 3000, giga_loss[loss=0.211, simple_loss=0.2906, pruned_loss=0.0657, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3032, pruned_loss=0.07083, over 2473863.16 frames. utt_duration=606.8 frames, utt_pad_proportion=0.05508, over 16346.98 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3082, pruned_loss=0.06768, over 1890635.28 frames. utt_duration=1277 frames, utt_pad_proportion=0.05323, over 5929.24 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3024, pruned_loss=0.07097, over 2474290.65 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05423, over 17140.55 utterances.], batch size: 97, lr: 5.47e-04
2022-08-23 08:38:15,356 INFO [train.py:958] (7/8) Computing validation loss
2022-08-23 08:38:28,853 INFO [train.py:967] (7/8) 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 08:40:07,714 INFO [train.py:927] (7/8) Epoch 6, batch 3050, giga_loss[loss=0.2253, simple_loss=0.3225, pruned_loss=0.06407, over 12402.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03816, over 113.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3046, pruned_loss=0.07053, over 2474613.88 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05763, over 17042.77 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.308, pruned_loss=0.06761, over 1905281.93 frames. utt_duration=1280 frames, utt_pad_proportion=0.05201, over 5961.52 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3041, pruned_loss=0.07078, over 2474767.06 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05724, over 17886.95 utterances.], batch size: 113, lr: 5.47e-04
2022-08-23 08:41:48,246 INFO [train.py:927] (7/8) Epoch 6, batch 3100, giga_loss[loss=0.2041, simple_loss=0.2773, pruned_loss=0.06547, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0301, over 45.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3047, pruned_loss=0.07091, over 2474729.40 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05526, over 17476.71 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.308, pruned_loss=0.06761, over 1905281.93 frames. utt_duration=1280 frames, utt_pad_proportion=0.05201, over 5961.52 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3042, pruned_loss=0.0711, over 2474848.62 frames. utt_duration=547.4 frames, utt_pad_proportion=0.05505, over 18133.75 utterances.], batch size: 45, lr: 5.47e-04
2022-08-23 08:43:26,760 INFO [train.py:927] (7/8) Epoch 6, batch 3150, giga_loss[loss=0.2282, simple_loss=0.3005, pruned_loss=0.07799, over 12415.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03074, over 80.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3031, pruned_loss=0.07084, over 2474394.07 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05414, over 16618.14 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3083, pruned_loss=0.06782, over 1932963.86 frames. utt_duration=1266 frames, utt_pad_proportion=0.0564, over 6115.47 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3023, pruned_loss=0.07101, over 2474653.12 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05265, over 17514.88 utterances.], batch size: 80, lr: 5.47e-04
2022-08-23 08:45:03,987 INFO [train.py:927] (7/8) Epoch 6, batch 3200, giga_loss[loss=0.227, simple_loss=0.3003, pruned_loss=0.07687, over 12351.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0275, over 48.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3015, pruned_loss=0.07057, over 2474873.75 frames. utt_duration=590.1 frames, utt_pad_proportion=0.0529, over 16817.70 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3085, pruned_loss=0.068, over 1941035.95 frames. utt_duration=1266 frames, utt_pad_proportion=0.05565, over 6141.64 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3006, pruned_loss=0.07062, over 2475076.94 frames. utt_duration=562.8 frames, utt_pad_proportion=0.05199, over 17639.23 utterances.], batch size: 48, lr: 5.47e-04
2022-08-23 08:46:48,932 INFO [train.py:927] (7/8) Epoch 6, batch 3250, giga_loss[loss=0.1902, simple_loss=0.2726, pruned_loss=0.05394, over 12260.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02827, over 54.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2971, pruned_loss=0.06851, over 2474239.23 frames. utt_duration=610.7 frames, utt_pad_proportion=0.04998, over 16244.53 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3075, pruned_loss=0.0677, over 1961825.77 frames. utt_duration=1275 frames, utt_pad_proportion=0.05395, over 6159.54 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2969, pruned_loss=0.06883, over 2474572.18 frames. utt_duration=574.7 frames, utt_pad_proportion=0.04987, over 17267.88 utterances.], batch size: 54, lr: 5.46e-04
2022-08-23 08:48:29,699 INFO [train.py:927] (7/8) Epoch 6, batch 3300, giga_loss[loss=0.2422, simple_loss=0.3051, pruned_loss=0.08965, over 12345.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1912, over 363.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.294, pruned_loss=0.06755, over 2474589.27 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05355, over 16591.26 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3069, pruned_loss=0.06744, over 1966905.43 frames. utt_duration=1280 frames, utt_pad_proportion=0.05352, over 6155.96 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2941, pruned_loss=0.06798, over 2474873.42 frames. utt_duration=567.8 frames, utt_pad_proportion=0.0534, over 17482.22 utterances.], batch size: 363, lr: 5.46e-04
2022-08-23 08:50:10,148 INFO [train.py:927] (7/8) Epoch 6, batch 3350, giga_loss[loss=0.233, simple_loss=0.3166, pruned_loss=0.07477, over 12403.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03803, over 113.00 utterances.], tot_loss[loss=0.217, simple_loss=0.297, pruned_loss=0.06846, over 2474763.80 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05334, over 16560.70 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3083, pruned_loss=0.06761, over 1982010.18 frames. utt_duration=1281 frames, utt_pad_proportion=0.05209, over 6196.87 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2957, pruned_loss=0.06868, over 2474938.82 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05372, over 17529.19 utterances.], batch size: 113, lr: 5.46e-04
2022-08-23 08:51:48,990 INFO [train.py:927] (7/8) Epoch 6, batch 3400, giga_loss[loss=0.237, simple_loss=0.3188, pruned_loss=0.07756, over 12381.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3001, pruned_loss=0.06976, over 2473729.57 frames. utt_duration=601.3 frames, utt_pad_proportion=0.05401, over 16498.20 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3084, pruned_loss=0.06772, over 1994220.77 frames. utt_duration=1285 frames, utt_pad_proportion=0.05083, over 6216.79 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.2987, pruned_loss=0.06989, over 2473845.88 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05472, over 17485.11 utterances.], batch size: 91, lr: 5.46e-04
2022-08-23 08:53:29,209 INFO [train.py:927] (7/8) Epoch 6, batch 3450, giga_loss[loss=0.2266, simple_loss=0.3047, pruned_loss=0.07425, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04268, over 31.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3034, pruned_loss=0.07149, over 2474121.91 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05257, over 16655.61 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3089, pruned_loss=0.068, over 2003813.00 frames. utt_duration=1284 frames, utt_pad_proportion=0.04992, over 6251.23 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3019, pruned_loss=0.07143, over 2474139.27 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05351, over 17590.08 utterances.], batch size: 31, lr: 5.46e-04
2022-08-23 08:55:14,336 INFO [train.py:927] (7/8) Epoch 6, batch 3500, libri_loss[loss=0.2099, simple_loss=0.3033, pruned_loss=0.05824, over 12435.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01088, over 39.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3114, pruned_loss=0.07812, over 2474531.75 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06028, over 17969.21 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.309, pruned_loss=0.06822, over 2017610.76 frames. utt_duration=1284 frames, utt_pad_proportion=0.0486, over 6292.13 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3102, pruned_loss=0.07816, over 2474681.14 frames. utt_duration=522.3 frames, utt_pad_proportion=0.0612, over 19007.99 utterances.], batch size: 39, lr: 5.46e-04
2022-08-23 08:56:56,633 INFO [train.py:927] (7/8) Epoch 6, batch 3550, giga_loss[loss=0.2479, simple_loss=0.3162, pruned_loss=0.08984, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02835, over 45.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3171, pruned_loss=0.08214, over 2474779.42 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06913, over 18901.71 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3094, pruned_loss=0.06843, over 2026650.06 frames. utt_duration=1284 frames, utt_pad_proportion=0.04778, over 6323.00 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3159, pruned_loss=0.08222, over 2474934.44 frames. utt_duration=499 frames, utt_pad_proportion=0.06969, over 19900.16 utterances.], batch size: 45, lr: 5.46e-04
2022-08-23 08:58:39,836 INFO [train.py:927] (7/8) Epoch 6, batch 3600, giga_loss[loss=0.3238, simple_loss=0.3769, pruned_loss=0.1354, over 12373.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03545, over 122.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3278, pruned_loss=0.09141, over 2474219.79 frames. utt_duration=518 frames, utt_pad_proportion=0.0707, over 19162.18 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.31, pruned_loss=0.06868, over 2035171.04 frames. utt_duration=1284 frames, utt_pad_proportion=0.04708, over 6346.45 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3265, pruned_loss=0.09157, over 2474665.23 frames. utt_duration=492.5 frames, utt_pad_proportion=0.0714, over 20159.13 utterances.], batch size: 122, lr: 5.46e-04
2022-08-23 09:00:23,708 INFO [train.py:927] (7/8) Epoch 6, batch 3650, giga_loss[loss=0.3103, simple_loss=0.3664, pruned_loss=0.1271, over 12387.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03984, over 113.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3355, pruned_loss=0.09875, over 2473883.28 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07131, over 19942.10 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3099, pruned_loss=0.06886, over 2043457.36 frames. utt_duration=1289 frames, utt_pad_proportion=0.04638, over 6347.48 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3351, pruned_loss=0.09927, over 2474646.56 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07216, over 20982.00 utterances.], batch size: 113, lr: 5.46e-04
2022-08-23 09:02:11,071 INFO [train.py:927] (7/8) Epoch 6, batch 3700, giga_loss[loss=0.3644, simple_loss=0.4109, pruned_loss=0.1589, over 12402.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04803, over 161.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.3431, pruned_loss=0.1066, over 2473957.39 frames. utt_duration=461 frames, utt_pad_proportion=0.07803, over 21533.94 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3102, pruned_loss=0.06913, over 2052212.78 frames. utt_duration=1291 frames, utt_pad_proportion=0.04549, over 6367.37 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3431, pruned_loss=0.1074, over 2474376.08 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07878, over 22612.27 utterances.], batch size: 161, lr: 5.46e-04
2022-08-23 09:03:56,234 INFO [train.py:927] (7/8) Epoch 6, batch 3750, giga_loss[loss=0.2776, simple_loss=0.3406, pruned_loss=0.1073, over 12361.00 frames. utt_duration=376 frames, utt_pad_proportion=0.03596, over 132.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.346, pruned_loss=0.109, over 2474331.48 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07819, over 21597.39 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3102, pruned_loss=0.06909, over 2066637.50 frames. utt_duration=1280 frames, utt_pad_proportion=0.05004, over 6465.82 utterances.], giga_tot_loss[loss=0.2845, simple_loss=0.347, pruned_loss=0.1109, over 2474772.99 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07797, over 22855.62 utterances.], batch size: 132, lr: 5.45e-04
2022-08-23 09:05:39,548 INFO [train.py:927] (7/8) Epoch 6, batch 3800, giga_loss[loss=0.249, simple_loss=0.3287, pruned_loss=0.08464, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03792, over 113.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3436, pruned_loss=0.1076, over 2473305.82 frames. utt_duration=472.8 frames, utt_pad_proportion=0.0768, over 20988.13 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3102, pruned_loss=0.06903, over 2080021.54 frames. utt_duration=1287 frames, utt_pad_proportion=0.04852, over 6474.40 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3457, pruned_loss=0.1105, over 2474272.61 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07733, over 22461.02 utterances.], batch size: 113, lr: 5.45e-04
2022-08-23 09:07:19,453 INFO [train.py:927] (7/8) Epoch 6, batch 3850, giga_loss[loss=0.2913, simple_loss=0.365, pruned_loss=0.1088, over 12385.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02738, over 70.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3438, pruned_loss=0.1065, over 2473467.83 frames. utt_duration=476 frames, utt_pad_proportion=0.07586, over 20851.44 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3102, pruned_loss=0.06912, over 2097204.11 frames. utt_duration=1273 frames, utt_pad_proportion=0.05253, over 6594.94 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3467, pruned_loss=0.1103, over 2474395.28 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07568, over 22532.10 utterances.], batch size: 70, lr: 5.45e-04
2022-08-23 09:09:04,983 INFO [train.py:927] (7/8) Epoch 6, batch 3900, libri_loss[loss=0.2209, simple_loss=0.3031, pruned_loss=0.06937, over 12345.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006032, over 33.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3459, pruned_loss=0.1085, over 2473512.65 frames. utt_duration=432 frames, utt_pad_proportion=0.08459, over 22980.43 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3102, pruned_loss=0.06917, over 2104465.40 frames. utt_duration=1263 frames, utt_pad_proportion=0.05641, over 6674.83 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3489, pruned_loss=0.1122, over 2474460.63 frames. utt_duration=404.5 frames, utt_pad_proportion=0.08323, over 24557.01 utterances.], batch size: 33, lr: 5.45e-04
2022-08-23 09:10:50,341 INFO [train.py:927] (7/8) Epoch 6, batch 3950, giga_loss[loss=0.2118, simple_loss=0.3087, pruned_loss=0.05749, over 12224.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03126, over 28.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3443, pruned_loss=0.1062, over 2473734.15 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08498, over 23494.60 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3102, pruned_loss=0.06938, over 2114966.52 frames. utt_duration=1265 frames, utt_pad_proportion=0.05496, over 6693.34 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3478, pruned_loss=0.11, over 2474912.16 frames. utt_duration=394.4 frames, utt_pad_proportion=0.08448, over 25194.14 utterances.], batch size: 28, lr: 5.45e-04
2022-08-23 09:12:33,827 INFO [train.py:927] (7/8) Epoch 6, batch 4000, giga_loss[loss=0.2652, simple_loss=0.336, pruned_loss=0.09717, over 12350.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03274, over 97.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3381, pruned_loss=0.1003, over 2474163.64 frames. utt_duration=448 frames, utt_pad_proportion=0.08034, over 22165.05 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3093, pruned_loss=0.06892, over 2128899.47 frames. utt_duration=1276 frames, utt_pad_proportion=0.05355, over 6679.13 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3427, pruned_loss=0.105, over 2475268.94 frames. utt_duration=411.5 frames, utt_pad_proportion=0.08088, over 24145.23 utterances.], batch size: 97, lr: 5.45e-04
2022-08-23 09:14:14,857 INFO [train.py:927] (7/8) Epoch 6, batch 4050, giga_loss[loss=0.2746, simple_loss=0.3314, pruned_loss=0.1089, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05366, over 162.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3361, pruned_loss=0.09862, over 2474771.89 frames. utt_duration=450.9 frames, utt_pad_proportion=0.08099, over 22025.00 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3095, pruned_loss=0.06896, over 2135710.10 frames. utt_duration=1278 frames, utt_pad_proportion=0.05274, over 6694.35 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.34, pruned_loss=0.1029, over 2475691.14 frames. utt_duration=416.8 frames, utt_pad_proportion=0.0817, over 23842.67 utterances.], batch size: 162, lr: 5.45e-04
2022-08-23 09:16:03,858 INFO [train.py:927] (7/8) Epoch 6, batch 4100, giga_loss[loss=0.2383, simple_loss=0.321, pruned_loss=0.07774, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02925, over 48.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.334, pruned_loss=0.0963, over 2474173.97 frames. utt_duration=466 frames, utt_pad_proportion=0.07691, over 21302.82 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3093, pruned_loss=0.06877, over 2143532.06 frames. utt_duration=1286 frames, utt_pad_proportion=0.05213, over 6675.18 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3379, pruned_loss=0.1005, over 2475425.19 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07808, over 23116.04 utterances.], batch size: 48, lr: 5.45e-04
2022-08-23 09:17:53,874 INFO [train.py:927] (7/8) Epoch 6, batch 4150, giga_loss[loss=0.2813, simple_loss=0.3533, pruned_loss=0.1047, over 12446.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03524, over 105.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.335, pruned_loss=0.09399, over 2474802.17 frames. utt_duration=457.9 frames, utt_pad_proportion=0.0775, over 21687.34 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3106, pruned_loss=0.06905, over 2148494.71 frames. utt_duration=1285 frames, utt_pad_proportion=0.05167, over 6695.87 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3374, pruned_loss=0.09742, over 2475778.61 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07861, over 23293.13 utterances.], batch size: 105, lr: 5.45e-04
2022-08-23 09:19:40,664 INFO [train.py:927] (7/8) Epoch 6, batch 4200, giga_loss[loss=0.2212, simple_loss=0.3043, pruned_loss=0.06906, over 12200.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.03767, over 33.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3352, pruned_loss=0.09375, over 2474618.15 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07446, over 21348.08 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3105, pruned_loss=0.06897, over 2154947.50 frames. utt_duration=1286 frames, utt_pad_proportion=0.05076, over 6708.86 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3376, pruned_loss=0.09701, over 2475445.51 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07591, over 22878.95 utterances.], batch size: 33, lr: 5.45e-04
2022-08-23 09:21:27,294 INFO [train.py:927] (7/8) Epoch 6, batch 4250, giga_loss[loss=0.2992, simple_loss=0.3552, pruned_loss=0.1216, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04271, over 146.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3331, pruned_loss=0.09276, over 2474821.61 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06968, over 21095.32 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3106, pruned_loss=0.06891, over 2165488.26 frames. utt_duration=1277 frames, utt_pad_proportion=0.05165, over 6789.50 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3357, pruned_loss=0.09618, over 2475909.48 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07116, over 22705.25 utterances.], batch size: 146, lr: 5.44e-04
2022-08-23 09:23:13,355 INFO [train.py:927] (7/8) Epoch 6, batch 4300, giga_loss[loss=0.2283, simple_loss=0.3075, pruned_loss=0.07449, over 12421.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03726, over 105.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3304, pruned_loss=0.09236, over 2474442.94 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07862, over 21817.10 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3101, pruned_loss=0.06867, over 2171474.20 frames. utt_duration=1282 frames, utt_pad_proportion=0.05079, over 6783.71 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3333, pruned_loss=0.0957, over 2475471.68 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07959, over 23370.71 utterances.], batch size: 105, lr: 5.44e-04
2022-08-23 09:25:01,421 INFO [train.py:927] (7/8) Epoch 6, batch 4350, giga_loss[loss=0.2401, simple_loss=0.3188, pruned_loss=0.08067, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03182, over 42.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3304, pruned_loss=0.09134, over 2473665.57 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07829, over 21278.21 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3103, pruned_loss=0.06887, over 2177474.47 frames. utt_duration=1283 frames, utt_pad_proportion=0.04989, over 6796.88 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3329, pruned_loss=0.09424, over 2474494.12 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07947, over 22751.55 utterances.], batch size: 42, lr: 5.44e-04
2022-08-23 09:26:48,934 INFO [train.py:927] (7/8) Epoch 6, batch 4400, giga_loss[loss=0.2502, simple_loss=0.3186, pruned_loss=0.09091, over 12287.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02505, over 54.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3296, pruned_loss=0.09113, over 2474189.48 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07679, over 21404.47 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3103, pruned_loss=0.06896, over 2184913.46 frames. utt_duration=1285 frames, utt_pad_proportion=0.04883, over 6809.83 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3321, pruned_loss=0.09391, over 2474757.56 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07831, over 22906.46 utterances.], batch size: 54, lr: 5.44e-04
2022-08-23 09:28:33,797 INFO [train.py:927] (7/8) Epoch 6, batch 4450, libri_loss[loss=0.22, simple_loss=0.3109, pruned_loss=0.06456, over 12390.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.035, over 46.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3271, pruned_loss=0.08952, over 2475281.69 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07457, over 20973.84 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3101, pruned_loss=0.06873, over 2195092.56 frames. utt_duration=1284 frames, utt_pad_proportion=0.04774, over 6846.85 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3299, pruned_loss=0.09267, over 2475573.23 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07655, over 22634.79 utterances.], batch size: 46, lr: 5.44e-04
2022-08-23 09:30:19,758 INFO [train.py:927] (7/8) Epoch 6, batch 4500, giga_loss[loss=0.195, simple_loss=0.2742, pruned_loss=0.05788, over 12185.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03214, over 36.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3248, pruned_loss=0.08858, over 2475699.52 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07525, over 21071.37 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3097, pruned_loss=0.06849, over 2200768.02 frames. utt_duration=1289 frames, utt_pad_proportion=0.04699, over 6836.02 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3276, pruned_loss=0.09164, over 2475848.75 frames. utt_duration=438.7 frames, utt_pad_proportion=0.0771, over 22648.24 utterances.], batch size: 36, lr: 5.44e-04
2022-08-23 09:32:10,762 INFO [train.py:927] (7/8) Epoch 6, batch 4550, giga_loss[loss=0.2638, simple_loss=0.3378, pruned_loss=0.09496, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3244, pruned_loss=0.08863, over 2475405.12 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07674, over 21037.59 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3101, pruned_loss=0.06855, over 2205905.91 frames. utt_duration=1288 frames, utt_pad_proportion=0.04731, over 6860.08 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3266, pruned_loss=0.09139, over 2475823.13 frames. utt_duration=441 frames, utt_pad_proportion=0.07824, over 22530.13 utterances.], batch size: 105, lr: 5.44e-04
2022-08-23 09:33:53,949 INFO [train.py:927] (7/8) Epoch 6, batch 4600, giga_loss[loss=0.2348, simple_loss=0.3118, pruned_loss=0.07891, over 12393.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04263, over 37.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3251, pruned_loss=0.08883, over 2475331.42 frames. utt_duration=461.4 frames, utt_pad_proportion=0.08125, over 21527.73 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3101, pruned_loss=0.06833, over 2215165.28 frames. utt_duration=1292 frames, utt_pad_proportion=0.04641, over 6868.04 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3272, pruned_loss=0.09184, over 2475676.62 frames. utt_duration=429.1 frames, utt_pad_proportion=0.08268, over 23157.58 utterances.], batch size: 37, lr: 5.44e-04
2022-08-23 09:35:38,481 INFO [train.py:927] (7/8) Epoch 6, batch 4650, giga_loss[loss=0.2168, simple_loss=0.309, pruned_loss=0.06235, over 12330.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03333, over 51.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3249, pruned_loss=0.08721, over 2474476.20 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07733, over 20450.89 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3109, pruned_loss=0.06854, over 2222605.78 frames. utt_duration=1276 frames, utt_pad_proportion=0.05082, over 6973.39 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3264, pruned_loss=0.08999, over 2474990.24 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07796, over 22044.45 utterances.], batch size: 51, lr: 5.44e-04
2022-08-23 09:37:27,202 INFO [train.py:927] (7/8) Epoch 6, batch 4700, giga_loss[loss=0.2734, simple_loss=0.3397, pruned_loss=0.1036, over 12338.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02915, over 66.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3251, pruned_loss=0.08817, over 2474732.43 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07714, over 20594.06 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3111, pruned_loss=0.06877, over 2227768.75 frames. utt_duration=1278 frames, utt_pad_proportion=0.04992, over 6978.88 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3264, pruned_loss=0.09051, over 2474984.86 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07805, over 22087.50 utterances.], batch size: 66, lr: 5.44e-04
2022-08-23 09:39:09,157 INFO [train.py:927] (7/8) Epoch 6, batch 4750, giga_loss[loss=0.2642, simple_loss=0.3387, pruned_loss=0.09487, over 12334.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02842, over 66.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3265, pruned_loss=0.09043, over 2474623.36 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07437, over 20378.21 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3112, pruned_loss=0.06903, over 2233888.81 frames. utt_duration=1267 frames, utt_pad_proportion=0.05394, over 7060.61 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3278, pruned_loss=0.09256, over 2474813.19 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07436, over 21800.83 utterances.], batch size: 66, lr: 5.43e-04
2022-08-23 09:40:53,422 INFO [train.py:927] (7/8) Epoch 6, batch 4800, giga_loss[loss=0.297, simple_loss=0.3655, pruned_loss=0.1142, over 12466.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03376, over 98.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3263, pruned_loss=0.09091, over 2474662.59 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07077, over 19851.81 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3109, pruned_loss=0.06905, over 2241127.86 frames. utt_duration=1272 frames, utt_pad_proportion=0.05275, over 7053.82 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3279, pruned_loss=0.09319, over 2474720.90 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07148, over 21341.67 utterances.], batch size: 98, lr: 5.43e-04
2022-08-23 09:42:34,737 INFO [train.py:927] (7/8) Epoch 6, batch 4850, giga_loss[loss=0.2243, simple_loss=0.3054, pruned_loss=0.07164, over 12372.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03073, over 62.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3243, pruned_loss=0.08851, over 2473873.12 frames. utt_duration=518 frames, utt_pad_proportion=0.06726, over 19155.86 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3104, pruned_loss=0.06893, over 2247476.59 frames. utt_duration=1276 frames, utt_pad_proportion=0.05154, over 7052.24 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3264, pruned_loss=0.09098, over 2474438.46 frames. utt_duration=480 frames, utt_pad_proportion=0.06858, over 20682.88 utterances.], batch size: 62, lr: 5.43e-04
2022-08-23 09:44:17,204 INFO [train.py:927] (7/8) Epoch 6, batch 4900, giga_loss[loss=0.2477, simple_loss=0.3171, pruned_loss=0.0892, over 12447.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.0349, over 98.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3231, pruned_loss=0.08712, over 2473493.20 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06503, over 18980.62 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3104, pruned_loss=0.06884, over 2253688.69 frames. utt_duration=1278 frames, utt_pad_proportion=0.05039, over 7064.51 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3251, pruned_loss=0.08967, over 2474377.09 frames. utt_duration=484 frames, utt_pad_proportion=0.06673, over 20509.97 utterances.], batch size: 98, lr: 5.43e-04
2022-08-23 09:46:06,057 INFO [train.py:927] (7/8) Epoch 6, batch 4950, giga_loss[loss=0.244, simple_loss=0.3215, pruned_loss=0.08323, over 12354.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.02867, over 85.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.322, pruned_loss=0.08694, over 2473245.45 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06335, over 18767.86 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3102, pruned_loss=0.06874, over 2255643.19 frames. utt_duration=1280 frames, utt_pad_proportion=0.05001, over 7054.87 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3239, pruned_loss=0.08918, over 2474140.70 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06496, over 20079.06 utterances.], batch size: 85, lr: 5.43e-04
2022-08-23 09:47:53,503 INFO [train.py:927] (7/8) Epoch 6, batch 5000, giga_loss[loss=0.2598, simple_loss=0.3365, pruned_loss=0.09153, over 12419.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.04072, over 40.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3268, pruned_loss=0.09057, over 2473417.22 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07242, over 20606.98 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3101, pruned_loss=0.06908, over 2260905.54 frames. utt_duration=1272 frames, utt_pad_proportion=0.05406, over 7117.72 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3286, pruned_loss=0.09251, over 2474232.71 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07204, over 21893.07 utterances.], batch size: 40, lr: 5.43e-04
2022-08-23 09:49:39,680 INFO [train.py:927] (7/8) Epoch 6, batch 5050, giga_loss[loss=0.3548, simple_loss=0.3979, pruned_loss=0.1558, over 12365.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0535, over 161.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3315, pruned_loss=0.0933, over 2474366.70 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06816, over 20652.67 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3097, pruned_loss=0.06895, over 2265867.43 frames. utt_duration=1278 frames, utt_pad_proportion=0.05298, over 7101.91 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3338, pruned_loss=0.09551, over 2475323.14 frames. utt_duration=451.3 frames, utt_pad_proportion=0.0685, over 22008.69 utterances.], batch size: 161, lr: 5.43e-04
2022-08-23 09:51:20,526 INFO [train.py:927] (7/8) Epoch 6, batch 5100, giga_loss[loss=0.2434, simple_loss=0.3202, pruned_loss=0.08325, over 12314.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03672, over 51.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3323, pruned_loss=0.0941, over 2473654.87 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06472, over 19556.00 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3091, pruned_loss=0.06886, over 2274033.11 frames. utt_duration=1270 frames, utt_pad_proportion=0.05611, over 7171.70 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3356, pruned_loss=0.09689, over 2474426.42 frames. utt_duration=471.3 frames, utt_pad_proportion=0.06442, over 21067.73 utterances.], batch size: 51, lr: 5.43e-04
2022-08-23 09:53:04,522 INFO [train.py:927] (7/8) Epoch 6, batch 5150, giga_loss[loss=0.2562, simple_loss=0.3296, pruned_loss=0.09144, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03281, over 85.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3322, pruned_loss=0.09478, over 2474022.44 frames. utt_duration=502.2 frames, utt_pad_proportion=0.07008, over 19761.83 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3094, pruned_loss=0.0691, over 2279980.67 frames. utt_duration=1256 frames, utt_pad_proportion=0.06058, over 7272.49 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3351, pruned_loss=0.09749, over 2474637.28 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06834, over 21212.27 utterances.], batch size: 85, lr: 5.43e-04
2022-08-23 09:54:47,099 INFO [train.py:927] (7/8) Epoch 6, batch 5200, giga_loss[loss=0.2562, simple_loss=0.3254, pruned_loss=0.09353, over 12329.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03204, over 85.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3319, pruned_loss=0.09493, over 2474419.18 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07463, over 20307.49 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3101, pruned_loss=0.06921, over 2283714.64 frames. utt_duration=1260 frames, utt_pad_proportion=0.05961, over 7260.09 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3341, pruned_loss=0.09745, over 2475004.44 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07334, over 21694.51 utterances.], batch size: 85, lr: 5.43e-04
2022-08-23 09:56:30,247 INFO [train.py:927] (7/8) Epoch 6, batch 5250, libri_loss[loss=0.26, simple_loss=0.3462, pruned_loss=0.0869, over 12378.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009551, over 38.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3317, pruned_loss=0.09443, over 2475331.23 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07142, over 20182.94 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3106, pruned_loss=0.06931, over 2290391.95 frames. utt_duration=1262 frames, utt_pad_proportion=0.05789, over 7265.86 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3337, pruned_loss=0.09715, over 2475700.62 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07122, over 21695.04 utterances.], batch size: 38, lr: 5.42e-04
2022-08-23 09:58:14,357 INFO [train.py:927] (7/8) Epoch 6, batch 5300, giga_loss[loss=0.2584, simple_loss=0.3334, pruned_loss=0.09174, over 12415.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05495, over 162.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.33, pruned_loss=0.09378, over 2475053.79 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07334, over 20113.78 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3105, pruned_loss=0.06933, over 2294804.74 frames. utt_duration=1251 frames, utt_pad_proportion=0.06214, over 7346.70 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3321, pruned_loss=0.09655, over 2475516.71 frames. utt_duration=460.9 frames, utt_pad_proportion=0.0718, over 21553.08 utterances.], batch size: 162, lr: 5.42e-04
2022-08-23 09:59:58,855 INFO [train.py:927] (7/8) Epoch 6, batch 5350, giga_loss[loss=0.253, simple_loss=0.326, pruned_loss=0.09005, over 12456.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03366, over 86.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.329, pruned_loss=0.09294, over 2475433.75 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07177, over 20059.71 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3103, pruned_loss=0.06921, over 2295613.71 frames. utt_duration=1253 frames, utt_pad_proportion=0.06195, over 7337.97 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3309, pruned_loss=0.09529, over 2475871.22 frames. utt_duration=467.7 frames, utt_pad_proportion=0.0707, over 21243.75 utterances.], batch size: 86, lr: 5.42e-04
2022-08-23 10:01:44,707 INFO [train.py:927] (7/8) Epoch 6, batch 5400, giga_loss[loss=0.2683, simple_loss=0.3406, pruned_loss=0.09797, over 12374.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04216, over 133.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3295, pruned_loss=0.0936, over 2475437.36 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07482, over 20313.61 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3101, pruned_loss=0.06921, over 2299013.97 frames. utt_duration=1253 frames, utt_pad_proportion=0.06179, over 7345.41 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3315, pruned_loss=0.09589, over 2475934.16 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07398, over 21477.77 utterances.], batch size: 133, lr: 5.42e-04
2022-08-23 10:03:30,588 INFO [train.py:927] (7/8) Epoch 6, batch 5450, giga_loss[loss=0.2624, simple_loss=0.3521, pruned_loss=0.08636, over 12197.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03374, over 42.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3308, pruned_loss=0.09202, over 2474920.66 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07523, over 20048.26 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3104, pruned_loss=0.06919, over 2299632.90 frames. utt_duration=1255 frames, utt_pad_proportion=0.06155, over 7340.68 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3322, pruned_loss=0.09394, over 2475561.04 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07463, over 21024.39 utterances.], batch size: 42, lr: 5.42e-04
2022-08-23 10:05:13,622 INFO [train.py:927] (7/8) Epoch 6, batch 5500, giga_loss[loss=0.2498, simple_loss=0.3267, pruned_loss=0.08642, over 12348.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03353, over 104.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3331, pruned_loss=0.0922, over 2474281.40 frames. utt_duration=508 frames, utt_pad_proportion=0.07051, over 19538.81 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3108, pruned_loss=0.06933, over 2303542.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.06114, over 7359.32 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3343, pruned_loss=0.09409, over 2475146.39 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07044, over 20569.48 utterances.], batch size: 104, lr: 5.42e-04
2022-08-23 10:06:59,349 INFO [train.py:927] (7/8) Epoch 6, batch 5550, giga_loss[loss=0.2349, simple_loss=0.3183, pruned_loss=0.07581, over 12113.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03602, over 30.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3342, pruned_loss=0.0935, over 2474183.30 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06578, over 19008.12 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.311, pruned_loss=0.06942, over 2306039.21 frames. utt_duration=1256 frames, utt_pad_proportion=0.0604, over 7353.98 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3353, pruned_loss=0.09525, over 2474919.97 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06622, over 19994.79 utterances.], batch size: 30, lr: 5.42e-04
2022-08-23 10:08:42,051 INFO [train.py:927] (7/8) Epoch 6, batch 5600, giga_loss[loss=0.3322, simple_loss=0.3744, pruned_loss=0.145, over 12359.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.1129, over 260.00 utterances.], tot_loss[loss=0.261, simple_loss=0.334, pruned_loss=0.09403, over 2474269.95 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06737, over 19928.25 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3109, pruned_loss=0.06941, over 2307806.55 frames. utt_duration=1258 frames, utt_pad_proportion=0.05993, over 7345.48 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3351, pruned_loss=0.09562, over 2474764.94 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06781, over 20821.47 utterances.], batch size: 260, lr: 5.42e-04
2022-08-23 10:10:27,089 INFO [train.py:927] (7/8) Epoch 6, batch 5650, libri_loss[loss=0.2054, simple_loss=0.3008, pruned_loss=0.05496, over 12461.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005144, over 35.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3331, pruned_loss=0.09134, over 2474768.35 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06769, over 19591.57 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3108, pruned_loss=0.0693, over 2312790.21 frames. utt_duration=1264 frames, utt_pad_proportion=0.05853, over 7329.44 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3347, pruned_loss=0.09333, over 2475100.21 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06852, over 20653.35 utterances.], batch size: 35, lr: 5.42e-04
2022-08-23 10:12:12,658 INFO [train.py:927] (7/8) Epoch 6, batch 5700, giga_loss[loss=0.2336, simple_loss=0.3117, pruned_loss=0.07776, over 12465.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02558, over 55.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3334, pruned_loss=0.09197, over 2475128.77 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07096, over 19907.88 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3106, pruned_loss=0.0693, over 2316518.63 frames. utt_duration=1263 frames, utt_pad_proportion=0.05801, over 7347.20 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3354, pruned_loss=0.09408, over 2475656.47 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07164, over 21021.49 utterances.], batch size: 55, lr: 5.42e-04
2022-08-23 10:13:57,796 INFO [train.py:927] (7/8) Epoch 6, batch 5750, libri_loss[loss=0.2775, simple_loss=0.3558, pruned_loss=0.09959, over 12389.00 frames. utt_duration=432.3 frames, utt_pad_proportion=0.3246, over 115.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3326, pruned_loss=0.09262, over 2475469.98 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07454, over 20862.16 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3109, pruned_loss=0.06952, over 2318738.11 frames. utt_duration=1251 frames, utt_pad_proportion=0.06168, over 7420.02 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3342, pruned_loss=0.09441, over 2476023.18 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07377, over 21852.69 utterances.], batch size: 115, lr: 5.41e-04
2022-08-23 10:15:43,974 INFO [train.py:927] (7/8) Epoch 6, batch 5800, giga_loss[loss=0.276, simple_loss=0.3435, pruned_loss=0.1043, over 12410.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05704, over 182.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3305, pruned_loss=0.0918, over 2475700.18 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07211, over 20768.66 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3108, pruned_loss=0.06947, over 2324168.29 frames. utt_duration=1254 frames, utt_pad_proportion=0.06076, over 7419.78 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3326, pruned_loss=0.09402, over 2476151.59 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07199, over 22003.68 utterances.], batch size: 182, lr: 5.41e-04
2022-08-23 10:17:27,656 INFO [train.py:927] (7/8) Epoch 6, batch 5850, giga_loss[loss=0.2614, simple_loss=0.3314, pruned_loss=0.09573, over 12436.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0306, over 80.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3301, pruned_loss=0.0929, over 2475858.29 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07286, over 20889.84 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3106, pruned_loss=0.06941, over 2328772.99 frames. utt_duration=1258 frames, utt_pad_proportion=0.05935, over 7415.33 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3325, pruned_loss=0.09535, over 2476121.87 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07324, over 22240.23 utterances.], batch size: 80, lr: 5.41e-04
2022-08-23 10:19:10,318 INFO [train.py:927] (7/8) Epoch 6, batch 5900, libri_loss[loss=0.1919, simple_loss=0.272, pruned_loss=0.0559, over 12350.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005872, over 33.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.327, pruned_loss=0.08978, over 2475888.13 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07217, over 21547.13 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3106, pruned_loss=0.06943, over 2330933.82 frames. utt_duration=1259 frames, utt_pad_proportion=0.05861, over 7412.10 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3291, pruned_loss=0.092, over 2476123.96 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07277, over 22804.41 utterances.], batch size: 33, lr: 5.41e-04
2022-08-23 10:20:57,484 INFO [train.py:927] (7/8) Epoch 6, batch 5950, libri_loss[loss=0.2201, simple_loss=0.3207, pruned_loss=0.05978, over 12269.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01099, over 28.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3247, pruned_loss=0.0882, over 2474848.74 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07073, over 21510.24 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3104, pruned_loss=0.06921, over 2334127.07 frames. utt_duration=1266 frames, utt_pad_proportion=0.05755, over 7383.11 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.327, pruned_loss=0.0906, over 2475372.24 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07167, over 22867.18 utterances.], batch size: 28, lr: 5.41e-04
2022-08-23 10:22:39,059 INFO [train.py:927] (7/8) Epoch 6, batch 6000, giga_loss[loss=0.2421, simple_loss=0.3104, pruned_loss=0.08696, over 12199.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03361, over 39.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3206, pruned_loss=0.08625, over 2473685.39 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06625, over 20409.36 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3094, pruned_loss=0.06885, over 2339471.46 frames. utt_duration=1270 frames, utt_pad_proportion=0.0562, over 7374.43 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3237, pruned_loss=0.08924, over 2474883.24 frames. utt_duration=449.9 frames, utt_pad_proportion=0.06788, over 22077.82 utterances.], batch size: 39, lr: 5.41e-04
2022-08-23 10:22:39,060 INFO [train.py:958] (7/8) Computing validation loss
2022-08-23 10:22:52,686 INFO [train.py:967] (7/8) 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 10:24:35,907 INFO [train.py:927] (7/8) Epoch 6, batch 6050, giga_loss[loss=0.2558, simple_loss=0.3397, pruned_loss=0.08596, over 12343.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3224, pruned_loss=0.08712, over 2473916.96 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07445, over 20770.02 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3097, pruned_loss=0.0691, over 2341963.16 frames. utt_duration=1260 frames, utt_pad_proportion=0.0595, over 7441.05 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3248, pruned_loss=0.08959, over 2475040.08 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07428, over 22277.58 utterances.], batch size: 62, lr: 5.41e-04
2022-08-23 10:26:17,390 INFO [train.py:927] (7/8) Epoch 6, batch 6100, giga_loss[loss=0.2224, simple_loss=0.2953, pruned_loss=0.07479, over 12099.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03891, over 30.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3231, pruned_loss=0.08783, over 2473049.82 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07906, over 20996.89 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3099, pruned_loss=0.06935, over 2348160.38 frames. utt_duration=1247 frames, utt_pad_proportion=0.06373, over 7541.81 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3255, pruned_loss=0.09044, over 2474201.66 frames. utt_duration=437 frames, utt_pad_proportion=0.07775, over 22726.02 utterances.], batch size: 30, lr: 5.41e-04
2022-08-23 10:28:01,811 INFO [train.py:927] (7/8) Epoch 6, batch 6150, giga_loss[loss=0.231, simple_loss=0.3079, pruned_loss=0.07702, over 12275.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.0247, over 54.00 utterances.], tot_loss[loss=0.251, simple_loss=0.324, pruned_loss=0.08898, over 2473113.82 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07636, over 20863.44 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3099, pruned_loss=0.06932, over 2351372.78 frames. utt_duration=1242 frames, utt_pad_proportion=0.06381, over 7583.04 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3262, pruned_loss=0.09154, over 2473916.09 frames. utt_duration=441 frames, utt_pad_proportion=0.07559, over 22514.21 utterances.], batch size: 54, lr: 5.41e-04
2022-08-23 10:29:46,627 INFO [train.py:927] (7/8) Epoch 6, batch 6200, giga_loss[loss=0.2322, simple_loss=0.3135, pruned_loss=0.0755, over 12341.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03345, over 51.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3261, pruned_loss=0.09056, over 2473481.58 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07646, over 21192.20 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3097, pruned_loss=0.06928, over 2354508.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.06262, over 7554.83 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3284, pruned_loss=0.09309, over 2474023.99 frames. utt_duration=434.9 frames, utt_pad_proportion=0.0763, over 22834.56 utterances.], batch size: 51, lr: 5.41e-04
2022-08-23 10:31:32,547 INFO [train.py:927] (7/8) Epoch 6, batch 6250, giga_loss[loss=0.2395, simple_loss=0.3181, pruned_loss=0.08041, over 12453.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.0368, over 105.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3268, pruned_loss=0.09061, over 2473612.82 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07454, over 20627.77 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3098, pruned_loss=0.06942, over 2356983.28 frames. utt_duration=1247 frames, utt_pad_proportion=0.06237, over 7569.53 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3288, pruned_loss=0.09289, over 2473943.72 frames. utt_duration=448 frames, utt_pad_proportion=0.07475, over 22162.18 utterances.], batch size: 105, lr: 5.40e-04
2022-08-23 10:33:19,856 INFO [train.py:927] (7/8) Epoch 6, batch 6300, giga_loss[loss=0.26, simple_loss=0.3289, pruned_loss=0.09552, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03303, over 43.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3287, pruned_loss=0.09092, over 2473825.45 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07757, over 21215.70 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3103, pruned_loss=0.06958, over 2359679.25 frames. utt_duration=1237 frames, utt_pad_proportion=0.06586, over 7638.79 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3304, pruned_loss=0.09309, over 2474272.52 frames. utt_duration=437.8 frames, utt_pad_proportion=0.0767, over 22682.26 utterances.], batch size: 43, lr: 5.40e-04
2022-08-23 10:35:07,191 INFO [train.py:927] (7/8) Epoch 6, batch 6350, giga_loss[loss=0.3102, simple_loss=0.3608, pruned_loss=0.1298, over 12415.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.0766, over 213.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3286, pruned_loss=0.09154, over 2474160.31 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07793, over 21449.88 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3108, pruned_loss=0.06979, over 2363148.30 frames. utt_duration=1226 frames, utt_pad_proportion=0.06879, over 7718.83 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.33, pruned_loss=0.09369, over 2474470.48 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07641, over 22916.70 utterances.], batch size: 213, lr: 5.40e-04
2022-08-23 10:36:50,794 INFO [train.py:927] (7/8) Epoch 6, batch 6400, giga_loss[loss=0.2834, simple_loss=0.333, pruned_loss=0.1169, over 12330.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.2113, over 372.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3266, pruned_loss=0.09026, over 2473902.66 frames. utt_duration=462 frames, utt_pad_proportion=0.08105, over 21485.45 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3105, pruned_loss=0.0696, over 2368573.07 frames. utt_duration=1234 frames, utt_pad_proportion=0.06609, over 7684.61 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3287, pruned_loss=0.0931, over 2474193.20 frames. utt_duration=426 frames, utt_pad_proportion=0.08051, over 23310.85 utterances.], batch size: 372, lr: 5.40e-04
2022-08-23 10:38:34,441 INFO [train.py:927] (7/8) Epoch 6, batch 6450, giga_loss[loss=0.2295, simple_loss=0.3139, pruned_loss=0.07254, over 12290.00 frames. utt_duration=911.9 frames, utt_pad_proportion=0.0258, over 54.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3259, pruned_loss=0.09052, over 2473512.15 frames. utt_duration=451.9 frames, utt_pad_proportion=0.08385, over 21964.17 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.31, pruned_loss=0.0694, over 2370781.89 frames. utt_duration=1240 frames, utt_pad_proportion=0.06485, over 7654.83 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3284, pruned_loss=0.09341, over 2474086.67 frames. utt_duration=418.2 frames, utt_pad_proportion=0.08365, over 23746.08 utterances.], batch size: 54, lr: 5.40e-04
2022-08-23 10:40:14,676 INFO [train.py:927] (7/8) Epoch 6, batch 6500, giga_loss[loss=0.2257, simple_loss=0.3041, pruned_loss=0.07359, over 12397.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03697, over 105.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3264, pruned_loss=0.09161, over 2473611.50 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08422, over 22151.68 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3102, pruned_loss=0.0697, over 2373367.44 frames. utt_duration=1243 frames, utt_pad_proportion=0.06365, over 7645.51 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3285, pruned_loss=0.09411, over 2474043.17 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08448, over 23882.50 utterances.], batch size: 105, lr: 5.40e-04
2022-08-23 10:42:01,781 INFO [train.py:927] (7/8) Epoch 6, batch 6550, libri_loss[loss=0.2121, simple_loss=0.3042, pruned_loss=0.05996, over 12280.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007529, over 37.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.327, pruned_loss=0.09158, over 2473632.87 frames. utt_duration=463.3 frames, utt_pad_proportion=0.0798, over 21424.30 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3102, pruned_loss=0.06964, over 2376040.67 frames. utt_duration=1235 frames, utt_pad_proportion=0.06622, over 7708.04 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3291, pruned_loss=0.09427, over 2474261.14 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07966, over 23156.40 utterances.], batch size: 37, lr: 5.40e-04
2022-08-23 10:43:41,783 INFO [train.py:927] (7/8) Epoch 6, batch 6600, giga_loss[loss=0.2476, simple_loss=0.3198, pruned_loss=0.08776, over 12430.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3278, pruned_loss=0.09251, over 2473872.10 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07941, over 21983.30 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3098, pruned_loss=0.06924, over 2379111.55 frames. utt_duration=1226 frames, utt_pad_proportion=0.06944, over 7771.16 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3304, pruned_loss=0.09572, over 2474649.44 frames. utt_duration=418.1 frames, utt_pad_proportion=0.07859, over 23759.49 utterances.], batch size: 105, lr: 5.40e-04
2022-08-23 10:45:23,144 INFO [train.py:927] (7/8) Epoch 6, batch 6650, giga_loss[loss=0.2744, simple_loss=0.326, pruned_loss=0.1114, over 12335.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2108, over 372.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3281, pruned_loss=0.09296, over 2474278.09 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08153, over 22158.83 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3095, pruned_loss=0.06903, over 2381817.16 frames. utt_duration=1227 frames, utt_pad_proportion=0.06818, over 7774.11 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.331, pruned_loss=0.09636, over 2474985.44 frames. utt_duration=414.6 frames, utt_pad_proportion=0.08117, over 23962.35 utterances.], batch size: 372, lr: 5.40e-04
2022-08-23 10:47:06,009 INFO [train.py:927] (7/8) Epoch 6, batch 6700, giga_loss[loss=0.2729, simple_loss=0.3378, pruned_loss=0.104, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03588, over 122.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3283, pruned_loss=0.09273, over 2474688.12 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07617, over 21516.63 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3093, pruned_loss=0.06876, over 2383163.99 frames. utt_duration=1231 frames, utt_pad_proportion=0.06723, over 7751.84 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3311, pruned_loss=0.09607, over 2475709.74 frames. utt_duration=428 frames, utt_pad_proportion=0.0766, over 23218.05 utterances.], batch size: 122, lr: 5.40e-04
2022-08-23 10:48:49,938 INFO [train.py:927] (7/8) Epoch 6, batch 6750, giga_loss[loss=0.3433, simple_loss=0.3761, pruned_loss=0.1553, over 12384.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3296, pruned_loss=0.09413, over 2475094.35 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07358, over 21356.35 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3093, pruned_loss=0.06886, over 2384523.54 frames. utt_duration=1233 frames, utt_pad_proportion=0.06642, over 7744.56 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.332, pruned_loss=0.09702, over 2475923.50 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07436, over 22890.39 utterances.], batch size: 258, lr: 5.39e-04
2022-08-23 10:50:32,600 INFO [train.py:927] (7/8) Epoch 6, batch 6800, libri_loss[loss=0.301, simple_loss=0.3831, pruned_loss=0.1094, over 12345.00 frames. utt_duration=442.4 frames, utt_pad_proportion=0.3109, over 112.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3308, pruned_loss=0.0934, over 2474838.37 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07155, over 20938.80 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3097, pruned_loss=0.06897, over 2386704.44 frames. utt_duration=1226 frames, utt_pad_proportion=0.06891, over 7797.19 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3329, pruned_loss=0.09617, over 2475562.57 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07145, over 22418.94 utterances.], batch size: 112, lr: 5.39e-04
2022-08-23 10:52:18,913 INFO [train.py:927] (7/8) Epoch 6, batch 6850, giga_loss[loss=0.2624, simple_loss=0.3353, pruned_loss=0.0947, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02729, over 48.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3295, pruned_loss=0.09219, over 2475067.42 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06996, over 20372.22 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3097, pruned_loss=0.06879, over 2388603.50 frames. utt_duration=1231 frames, utt_pad_proportion=0.0679, over 7770.53 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3315, pruned_loss=0.09499, over 2475476.28 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07032, over 21815.13 utterances.], batch size: 48, lr: 5.39e-04
2022-08-23 10:54:00,631 INFO [train.py:927] (7/8) Epoch 6, batch 6900, libri_loss[loss=0.2257, simple_loss=0.304, pruned_loss=0.07373, over 12219.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006882, over 31.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3302, pruned_loss=0.09216, over 2474710.96 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06938, over 20751.49 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3101, pruned_loss=0.06897, over 2391135.82 frames. utt_duration=1235 frames, utt_pad_proportion=0.06637, over 7755.86 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3321, pruned_loss=0.09498, over 2475466.39 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07019, over 22340.27 utterances.], batch size: 31, lr: 5.39e-04
2022-08-23 10:55:48,594 INFO [train.py:927] (7/8) Epoch 6, batch 6950, giga_loss[loss=0.2302, simple_loss=0.3108, pruned_loss=0.07474, over 12375.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03797, over 113.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3297, pruned_loss=0.09246, over 2474465.81 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06922, over 20829.90 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3095, pruned_loss=0.06869, over 2393319.68 frames. utt_duration=1239 frames, utt_pad_proportion=0.06511, over 7736.20 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3323, pruned_loss=0.09559, over 2475336.71 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07027, over 22469.00 utterances.], batch size: 113, lr: 5.39e-04
2022-08-23 10:57:34,029 INFO [train.py:927] (7/8) Epoch 6, batch 7000, giga_loss[loss=0.2625, simple_loss=0.3238, pruned_loss=0.1006, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02835, over 45.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3308, pruned_loss=0.09396, over 2474677.89 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07121, over 20883.87 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3096, pruned_loss=0.06873, over 2394000.98 frames. utt_duration=1240 frames, utt_pad_proportion=0.06457, over 7728.86 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.333, pruned_loss=0.09662, over 2475502.61 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07213, over 22303.78 utterances.], batch size: 45, lr: 5.39e-04
2022-08-23 10:59:15,452 INFO [train.py:927] (7/8) Epoch 6, batch 7050, giga_loss[loss=0.2123, simple_loss=0.2861, pruned_loss=0.06925, over 12180.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.02853, over 36.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3315, pruned_loss=0.09498, over 2474360.21 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07842, over 21807.27 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3091, pruned_loss=0.06856, over 2397063.88 frames. utt_duration=1249 frames, utt_pad_proportion=0.0626, over 7684.65 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3343, pruned_loss=0.09814, over 2475120.95 frames. utt_duration=423.6 frames, utt_pad_proportion=0.07932, over 23455.58 utterances.], batch size: 36, lr: 5.39e-04
2022-08-23 11:00:59,203 INFO [train.py:927] (7/8) Epoch 6, batch 7100, giga_loss[loss=0.244, simple_loss=0.3184, pruned_loss=0.08485, over 12107.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03881, over 30.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3319, pruned_loss=0.09519, over 2474161.43 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07538, over 22278.09 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.309, pruned_loss=0.06858, over 2397992.21 frames. utt_duration=1253 frames, utt_pad_proportion=0.06209, over 7666.45 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3346, pruned_loss=0.09803, over 2474972.28 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07647, over 23800.23 utterances.], batch size: 30, lr: 5.39e-04
2022-08-23 11:02:42,689 INFO [train.py:927] (7/8) Epoch 6, batch 7150, giga_loss[loss=0.2919, simple_loss=0.3432, pruned_loss=0.1203, over 12368.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 367.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3309, pruned_loss=0.09382, over 2473663.76 frames. utt_duration=458.5 frames, utt_pad_proportion=0.0765, over 21647.67 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3093, pruned_loss=0.06874, over 2399682.35 frames. utt_duration=1257 frames, utt_pad_proportion=0.06073, over 7645.69 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3334, pruned_loss=0.09667, over 2474814.14 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07783, over 23275.09 utterances.], batch size: 367, lr: 5.39e-04
2022-08-23 11:04:27,790 INFO [train.py:927] (7/8) Epoch 6, batch 7200, giga_loss[loss=0.2605, simple_loss=0.3266, pruned_loss=0.09718, over 12371.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07163, over 212.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3288, pruned_loss=0.09291, over 2473833.84 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07499, over 21233.77 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3091, pruned_loss=0.06869, over 2400203.40 frames. utt_duration=1259 frames, utt_pad_proportion=0.06026, over 7635.26 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3311, pruned_loss=0.09541, over 2474929.14 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07633, over 22643.76 utterances.], batch size: 212, lr: 5.39e-04
2022-08-23 11:06:13,541 INFO [train.py:927] (7/8) Epoch 6, batch 7250, giga_loss[loss=0.2679, simple_loss=0.338, pruned_loss=0.09891, over 12351.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.02984, over 51.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3256, pruned_loss=0.09202, over 2473900.01 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07644, over 21730.12 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3089, pruned_loss=0.06868, over 2401428.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05944, over 7613.78 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3279, pruned_loss=0.09439, over 2474964.80 frames. utt_duration=430.2 frames, utt_pad_proportion=0.0777, over 23090.83 utterances.], batch size: 51, lr: 5.38e-04
2022-08-23 11:07:59,997 INFO [train.py:927] (7/8) Epoch 6, batch 7300, libri_loss[loss=0.1959, simple_loss=0.3, pruned_loss=0.0459, over 12211.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01002, over 29.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.325, pruned_loss=0.09194, over 2473416.68 frames. utt_duration=445.7 frames, utt_pad_proportion=0.08084, over 22270.67 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3096, pruned_loss=0.06867, over 2403063.98 frames. utt_duration=1267 frames, utt_pad_proportion=0.05842, over 7598.39 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3266, pruned_loss=0.09439, over 2474434.49 frames. utt_duration=418.9 frames, utt_pad_proportion=0.08206, over 23710.41 utterances.], batch size: 29, lr: 5.38e-04
2022-08-23 11:09:43,392 INFO [train.py:927] (7/8) Epoch 6, batch 7350, giga_loss[loss=0.2366, simple_loss=0.3259, pruned_loss=0.07362, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03327, over 58.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3255, pruned_loss=0.08973, over 2474305.66 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07807, over 22993.66 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3101, pruned_loss=0.06859, over 2404525.45 frames. utt_duration=1266 frames, utt_pad_proportion=0.05755, over 7603.41 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3267, pruned_loss=0.09213, over 2475051.93 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07952, over 24381.51 utterances.], batch size: 58, lr: 5.38e-04
2022-08-23 11:11:25,677 INFO [train.py:927] (7/8) Epoch 6, batch 7400, libri_loss[loss=0.2156, simple_loss=0.3058, pruned_loss=0.06265, over 12299.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006416, over 35.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3231, pruned_loss=0.08615, over 2474842.56 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07179, over 23058.59 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.31, pruned_loss=0.06864, over 2406389.19 frames. utt_duration=1270 frames, utt_pad_proportion=0.05653, over 7588.44 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3245, pruned_loss=0.08857, over 2475631.21 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07369, over 24613.07 utterances.], batch size: 35, lr: 5.38e-04
2022-08-23 11:13:10,596 INFO [train.py:927] (7/8) Epoch 6, batch 7450, giga_loss[loss=0.2456, simple_loss=0.3302, pruned_loss=0.08053, over 12376.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04587, over 146.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3201, pruned_loss=0.08236, over 2475639.87 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07258, over 23023.59 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3105, pruned_loss=0.06888, over 2408915.47 frames. utt_duration=1259 frames, utt_pad_proportion=0.05953, over 7665.52 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3211, pruned_loss=0.08457, over 2476148.81 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07331, over 24687.25 utterances.], batch size: 146, lr: 5.38e-04
2022-08-23 11:14:49,344 INFO [train.py:927] (7/8) Epoch 6, batch 7500, giga_loss[loss=0.2336, simple_loss=0.3203, pruned_loss=0.07349, over 12457.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0373, over 123.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.319, pruned_loss=0.08016, over 2475656.14 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07156, over 23032.70 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3103, pruned_loss=0.0688, over 2410534.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.05845, over 7650.07 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3201, pruned_loss=0.08226, over 2476083.65 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07263, over 24714.86 utterances.], batch size: 123, lr: 5.38e-04
2022-08-23 11:16:30,364 INFO [train.py:927] (7/8) Epoch 6, batch 7550, giga_loss[loss=0.212, simple_loss=0.3015, pruned_loss=0.06128, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03596, over 113.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3164, pruned_loss=0.07799, over 2475778.14 frames. utt_duration=423.6 frames, utt_pad_proportion=0.06903, over 23461.75 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3103, pruned_loss=0.06883, over 2410673.76 frames. utt_duration=1263 frames, utt_pad_proportion=0.05822, over 7644.82 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3173, pruned_loss=0.07966, over 2476258.25 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07006, over 24841.84 utterances.], batch size: 113, lr: 5.38e-04
2022-08-23 11:18:09,765 INFO [train.py:927] (7/8) Epoch 6, batch 7600, giga_loss[loss=0.2273, simple_loss=0.3058, pruned_loss=0.07439, over 12382.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06439, over 183.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3152, pruned_loss=0.07697, over 2476036.81 frames. utt_duration=411.4 frames, utt_pad_proportion=0.07085, over 24158.79 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3104, pruned_loss=0.06888, over 2411630.77 frames. utt_duration=1265 frames, utt_pad_proportion=0.05754, over 7635.14 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3159, pruned_loss=0.07836, over 2476444.26 frames. utt_duration=390.1 frames, utt_pad_proportion=0.07182, over 25490.13 utterances.], batch size: 183, lr: 5.38e-04
2022-08-23 11:19:53,332 INFO [train.py:927] (7/8) Epoch 6, batch 7650, giga_loss[loss=0.2056, simple_loss=0.2964, pruned_loss=0.05742, over 12325.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.03466, over 58.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3126, pruned_loss=0.0746, over 2476463.27 frames. utt_duration=411.7 frames, utt_pad_proportion=0.07019, over 24148.89 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3101, pruned_loss=0.06878, over 2412638.64 frames. utt_duration=1267 frames, utt_pad_proportion=0.05689, over 7627.70 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3135, pruned_loss=0.07588, over 2476752.96 frames. utt_duration=391.1 frames, utt_pad_proportion=0.07123, over 25428.03 utterances.], batch size: 58, lr: 5.38e-04
2022-08-23 11:21:34,102 INFO [train.py:927] (7/8) Epoch 6, batch 7700, giga_loss[loss=0.1976, simple_loss=0.2898, pruned_loss=0.05271, over 12447.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03473, over 86.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3093, pruned_loss=0.0721, over 2476616.26 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06778, over 23902.90 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3102, pruned_loss=0.0687, over 2414891.07 frames. utt_duration=1254 frames, utt_pad_proportion=0.05984, over 7714.96 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.31, pruned_loss=0.07336, over 2477089.36 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06808, over 25453.87 utterances.], batch size: 86, lr: 5.38e-04
2022-08-23 11:23:16,825 INFO [train.py:927] (7/8) Epoch 6, batch 7750, giga_loss[loss=0.2156, simple_loss=0.3007, pruned_loss=0.06527, over 12400.00 frames. utt_duration=404.6 frames, utt_pad_proportion=0.04123, over 123.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3072, pruned_loss=0.07155, over 2476498.60 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07061, over 24889.50 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3099, pruned_loss=0.06861, over 2415781.52 frames. utt_duration=1257 frames, utt_pad_proportion=0.05918, over 7696.32 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.308, pruned_loss=0.07267, over 2476895.33 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07087, over 26341.22 utterances.], batch size: 123, lr: 5.38e-04
2022-08-23 11:25:07,771 INFO [train.py:927] (7/8) Epoch 6, batch 7800, libri_loss[loss=0.2602, simple_loss=0.3291, pruned_loss=0.09564, over 12459.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01362, over 40.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3088, pruned_loss=0.07166, over 2476615.09 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07459, over 24959.78 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.31, pruned_loss=0.06879, over 2417968.97 frames. utt_duration=1261 frames, utt_pad_proportion=0.05746, over 7679.03 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3092, pruned_loss=0.07249, over 2477103.37 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07516, over 26756.74 utterances.], batch size: 40, lr: 5.37e-04
2022-08-23 11:27:14,934 INFO [train.py:927] (7/8) Epoch 6, batch 7850, giga_loss[loss=0.239, simple_loss=0.3135, pruned_loss=0.08225, over 12410.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04031, over 133.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.308, pruned_loss=0.07107, over 2476641.70 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07417, over 24966.15 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3098, pruned_loss=0.06886, over 2418442.44 frames. utt_duration=1264 frames, utt_pad_proportion=0.05705, over 7664.28 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3085, pruned_loss=0.07169, over 2477145.20 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07476, over 26542.03 utterances.], batch size: 133, lr: 5.37e-04
2022-08-23 11:29:07,925 INFO [train.py:927] (7/8) Epoch 6, batch 7900, giga_loss[loss=0.1905, simple_loss=0.2897, pruned_loss=0.04566, over 12422.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3062, pruned_loss=0.06983, over 2476718.23 frames. utt_duration=389.1 frames, utt_pad_proportion=0.07496, over 25550.56 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3096, pruned_loss=0.06887, over 2419668.30 frames. utt_duration=1267 frames, utt_pad_proportion=0.05603, over 7646.72 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3068, pruned_loss=0.07036, over 2477334.61 frames. utt_duration=365.3 frames, utt_pad_proportion=0.07575, over 27230.04 utterances.], batch size: 75, lr: 5.37e-04
2022-08-23 11:31:15,030 INFO [train.py:927] (7/8) Epoch 6, batch 7950, giga_loss[loss=0.2128, simple_loss=0.301, pruned_loss=0.06228, over 12449.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04828, over 161.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3032, pruned_loss=0.06853, over 2477506.22 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07313, over 24743.13 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3091, pruned_loss=0.06866, over 2421105.91 frames. utt_duration=1271 frames, utt_pad_proportion=0.05493, over 7626.75 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.304, pruned_loss=0.06915, over 2477964.12 frames. utt_duration=375.4 frames, utt_pad_proportion=0.07429, over 26496.73 utterances.], batch size: 161, lr: 5.37e-04
2022-08-23 11:33:06,419 INFO [train.py:927] (7/8) Epoch 6, batch 8000, giga_loss[loss=0.2201, simple_loss=0.3067, pruned_loss=0.06677, over 12419.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07328, over 212.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3014, pruned_loss=0.06737, over 2477790.13 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07183, over 24837.23 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3088, pruned_loss=0.06851, over 2421632.11 frames. utt_duration=1274 frames, utt_pad_proportion=0.0543, over 7610.46 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3022, pruned_loss=0.06798, over 2478447.87 frames. utt_duration=375.7 frames, utt_pad_proportion=0.07305, over 26479.46 utterances.], batch size: 212, lr: 5.37e-04
2022-08-23 11:35:21,009 INFO [train.py:927] (7/8) Epoch 6, batch 8050, giga_loss[loss=0.1858, simple_loss=0.2785, pruned_loss=0.04654, over 12418.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04315, over 146.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3019, pruned_loss=0.06673, over 2476947.94 frames. utt_duration=394 frames, utt_pad_proportion=0.07318, over 25230.07 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3088, pruned_loss=0.06837, over 2421810.95 frames. utt_duration=1276 frames, utt_pad_proportion=0.05413, over 7600.41 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3025, pruned_loss=0.06733, over 2477560.02 frames. utt_duration=373.7 frames, utt_pad_proportion=0.07413, over 26612.70 utterances.], batch size: 146, lr: 5.37e-04
2022-08-23 11:37:20,068 INFO [train.py:927] (7/8) Epoch 6, batch 8100, giga_loss[loss=0.2174, simple_loss=0.3032, pruned_loss=0.06582, over 12374.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3012, pruned_loss=0.06603, over 2477172.08 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06773, over 24110.22 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.309, pruned_loss=0.06823, over 2423397.64 frames. utt_duration=1283 frames, utt_pad_proportion=0.05293, over 7565.76 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3013, pruned_loss=0.06659, over 2477703.67 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06924, over 25709.90 utterances.], batch size: 91, lr: 5.37e-04
2022-08-23 11:39:17,629 INFO [train.py:927] (7/8) Epoch 6, batch 8150, libri_loss[loss=0.1757, simple_loss=0.2603, pruned_loss=0.04556, over 12331.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.00594, over 33.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3024, pruned_loss=0.06533, over 2476812.87 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06858, over 24360.73 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3081, pruned_loss=0.06806, over 2424612.78 frames. utt_duration=1287 frames, utt_pad_proportion=0.05257, over 7541.61 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.303, pruned_loss=0.06586, over 2478036.13 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07, over 26266.04 utterances.], batch size: 33, lr: 5.37e-04
2022-08-23 11:41:20,689 INFO [train.py:927] (7/8) Epoch 6, batch 8200, giga_loss[loss=0.2178, simple_loss=0.3116, pruned_loss=0.06206, over 12398.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05447, over 181.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3026, pruned_loss=0.06385, over 2476984.15 frames. utt_duration=409.5 frames, utt_pad_proportion=0.0698, over 24269.19 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3075, pruned_loss=0.06779, over 2425483.85 frames. utt_duration=1292 frames, utt_pad_proportion=0.05181, over 7520.85 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3034, pruned_loss=0.06443, over 2478100.65 frames. utt_duration=381.4 frames, utt_pad_proportion=0.0711, over 26073.31 utterances.], batch size: 181, lr: 5.37e-04
2022-08-23 11:43:22,872 INFO [train.py:927] (7/8) Epoch 6, batch 8250, libri_loss[loss=0.193, simple_loss=0.2824, pruned_loss=0.05176, over 12205.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.006748, over 31.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3025, pruned_loss=0.06386, over 2476581.75 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06779, over 23370.97 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3071, pruned_loss=0.06762, over 2426668.57 frames. utt_duration=1297 frames, utt_pad_proportion=0.05047, over 7493.11 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3034, pruned_loss=0.06435, over 2478029.87 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06954, over 25376.35 utterances.], batch size: 31, lr: 5.37e-04
2022-08-23 11:45:51,440 INFO [train.py:927] (7/8) Epoch 6, batch 8300, giga_loss[loss=0.2112, simple_loss=0.301, pruned_loss=0.06071, over 12374.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3034, pruned_loss=0.06509, over 2476277.23 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06741, over 23359.47 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3067, pruned_loss=0.06757, over 2427510.75 frames. utt_duration=1289 frames, utt_pad_proportion=0.05376, over 7542.70 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3043, pruned_loss=0.06543, over 2478007.88 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06805, over 25345.61 utterances.], batch size: 58, lr: 5.36e-04
2022-08-23 11:47:56,783 INFO [train.py:927] (7/8) Epoch 6, batch 8350, giga_loss[loss=0.2016, simple_loss=0.2901, pruned_loss=0.0566, over 12426.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04996, over 161.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3014, pruned_loss=0.06428, over 2476593.09 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06891, over 23618.72 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3072, pruned_loss=0.06771, over 2428582.12 frames. utt_duration=1286 frames, utt_pad_proportion=0.05306, over 7559.93 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3016, pruned_loss=0.06437, over 2478101.86 frames. utt_duration=389 frames, utt_pad_proportion=0.06966, over 25557.53 utterances.], batch size: 161, lr: 5.36e-04
2022-08-23 11:50:03,059 INFO [train.py:927] (7/8) Epoch 6, batch 8400, giga_loss[loss=0.2502, simple_loss=0.3394, pruned_loss=0.0805, over 12442.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.02656, over 122.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3014, pruned_loss=0.06451, over 2477173.64 frames. utt_duration=426 frames, utt_pad_proportion=0.06573, over 23321.79 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3086, pruned_loss=0.06798, over 2429407.95 frames. utt_duration=1285 frames, utt_pad_proportion=0.05252, over 7570.52 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3003, pruned_loss=0.06428, over 2478275.16 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06675, over 25059.12 utterances.], batch size: 122, lr: 5.36e-04
2022-08-23 11:52:04,260 INFO [train.py:927] (7/8) Epoch 6, batch 8450, giga_loss[loss=0.2577, simple_loss=0.3223, pruned_loss=0.09653, over 12408.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3033, pruned_loss=0.06625, over 2477600.69 frames. utt_duration=414.1 frames, utt_pad_proportion=0.0633, over 24002.73 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3086, pruned_loss=0.06796, over 2430087.32 frames. utt_duration=1285 frames, utt_pad_proportion=0.05199, over 7571.23 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3023, pruned_loss=0.06604, over 2478701.56 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06444, over 25651.33 utterances.], batch size: 257, lr: 5.36e-04
2022-08-23 11:54:04,757 INFO [train.py:927] (7/8) Epoch 6, batch 8500, giga_loss[loss=0.2264, simple_loss=0.3185, pruned_loss=0.06719, over 12429.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.03684, over 98.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3019, pruned_loss=0.06656, over 2477257.56 frames. utt_duration=416.8 frames, utt_pad_proportion=0.0659, over 23844.40 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3074, pruned_loss=0.0675, over 2430992.46 frames. utt_duration=1294 frames, utt_pad_proportion=0.05112, over 7521.09 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.302, pruned_loss=0.06675, over 2478812.16 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06694, over 25733.39 utterances.], batch size: 98, lr: 5.36e-04
2022-08-23 11:56:19,665 INFO [train.py:927] (7/8) Epoch 6, batch 8550, giga_loss[loss=0.1976, simple_loss=0.2907, pruned_loss=0.0522, over 12442.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04591, over 161.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3032, pruned_loss=0.06612, over 2477626.94 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06475, over 23820.86 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.308, pruned_loss=0.06767, over 2432448.70 frames. utt_duration=1295 frames, utt_pad_proportion=0.04971, over 7524.93 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3026, pruned_loss=0.06608, over 2479005.98 frames. utt_duration=384.7 frames, utt_pad_proportion=0.06615, over 25855.36 utterances.], batch size: 161, lr: 5.36e-04
2022-08-23 11:58:35,315 INFO [train.py:927] (7/8) Epoch 6, batch 8600, giga_loss[loss=0.1975, simple_loss=0.2844, pruned_loss=0.05531, over 12462.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03059, over 75.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3021, pruned_loss=0.06559, over 2477690.21 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06223, over 23555.73 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3078, pruned_loss=0.06756, over 2432936.35 frames. utt_duration=1299 frames, utt_pad_proportion=0.04859, over 7498.44 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3016, pruned_loss=0.0656, over 2479580.81 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06395, over 25656.28 utterances.], batch size: 75, lr: 5.36e-04
2022-08-23 12:00:38,678 INFO [train.py:927] (7/8) Epoch 6, batch 8650, giga_loss[loss=0.1996, simple_loss=0.2877, pruned_loss=0.05576, over 12361.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.02953, over 51.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2981, pruned_loss=0.06442, over 2477711.84 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06138, over 23884.69 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3078, pruned_loss=0.06767, over 2433209.92 frames. utt_duration=1300 frames, utt_pad_proportion=0.0483, over 7495.43 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2976, pruned_loss=0.06431, over 2479365.73 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06289, over 25693.73 utterances.], batch size: 51, lr: 5.36e-04
2022-08-23 12:02:31,632 INFO [train.py:927] (7/8) Epoch 6, batch 8700, giga_loss[loss=0.2231, simple_loss=0.3027, pruned_loss=0.07173, over 12209.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03302, over 39.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2979, pruned_loss=0.06471, over 2477001.81 frames. utt_duration=434.7 frames, utt_pad_proportion=0.05879, over 22856.93 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3069, pruned_loss=0.06746, over 2434740.08 frames. utt_duration=1309 frames, utt_pad_proportion=0.04656, over 7449.86 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2979, pruned_loss=0.06465, over 2478936.60 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06085, over 25087.40 utterances.], batch size: 39, lr: 5.36e-04
2022-08-23 12:04:34,166 INFO [train.py:927] (7/8) Epoch 6, batch 8750, giga_loss[loss=0.1941, simple_loss=0.2849, pruned_loss=0.05171, over 12381.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.0607, over 182.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2955, pruned_loss=0.06313, over 2476622.16 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06395, over 23803.47 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3063, pruned_loss=0.06729, over 2435086.10 frames. utt_duration=1313 frames, utt_pad_proportion=0.04611, over 7426.24 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2959, pruned_loss=0.06319, over 2478414.66 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06535, over 25813.51 utterances.], batch size: 182, lr: 5.36e-04
2022-08-23 12:06:45,875 INFO [train.py:927] (7/8) Epoch 6, batch 8800, giga_loss[loss=0.1927, simple_loss=0.2816, pruned_loss=0.05195, over 12413.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04293, over 34.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2947, pruned_loss=0.06268, over 2476489.21 frames. utt_duration=430.3 frames, utt_pad_proportion=0.06003, over 23086.97 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3064, pruned_loss=0.06728, over 2436352.83 frames. utt_duration=1313 frames, utt_pad_proportion=0.04502, over 7429.38 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2947, pruned_loss=0.06264, over 2477898.87 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06189, over 25134.90 utterances.], batch size: 34, lr: 5.36e-04
2022-08-23 12:08:53,811 INFO [train.py:927] (7/8) Epoch 6, batch 8850, giga_loss[loss=0.2212, simple_loss=0.3024, pruned_loss=0.06997, over 12347.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.02867, over 91.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2957, pruned_loss=0.06335, over 2476358.46 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06277, over 23530.77 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3065, pruned_loss=0.06733, over 2436788.06 frames. utt_duration=1301 frames, utt_pad_proportion=0.04927, over 7498.88 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2952, pruned_loss=0.06315, over 2477966.29 frames. utt_duration=390.8 frames, utt_pad_proportion=0.06291, over 25441.14 utterances.], batch size: 91, lr: 5.35e-04
2022-08-23 12:10:51,388 INFO [train.py:927] (7/8) Epoch 6, batch 8900, giga_loss[loss=0.2013, simple_loss=0.2882, pruned_loss=0.05725, over 12436.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04309, over 161.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2947, pruned_loss=0.06277, over 2476880.47 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06323, over 23919.09 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3064, pruned_loss=0.06718, over 2437074.74 frames. utt_duration=1303 frames, utt_pad_proportion=0.0489, over 7487.43 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2943, pruned_loss=0.06268, over 2478448.15 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06346, over 25670.37 utterances.], batch size: 161, lr: 5.35e-04
2022-08-23 12:12:50,896 INFO [train.py:927] (7/8) Epoch 6, batch 8950, libri_loss[loss=0.1986, simple_loss=0.2754, pruned_loss=0.06089, over 12325.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007561, over 33.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2963, pruned_loss=0.06252, over 2476739.17 frames. utt_duration=427.8 frames, utt_pad_proportion=0.06012, over 23220.97 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3058, pruned_loss=0.06696, over 2438150.12 frames. utt_duration=1306 frames, utt_pad_proportion=0.04847, over 7477.76 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2962, pruned_loss=0.06249, over 2478465.47 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06077, over 25228.35 utterances.], batch size: 33, lr: 5.35e-04
2022-08-23 12:14:46,340 INFO [train.py:927] (7/8) Epoch 6, batch 9000, giga_loss[loss=0.2322, simple_loss=0.3143, pruned_loss=0.07506, over 12404.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03283, over 105.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2981, pruned_loss=0.06337, over 2477096.43 frames. utt_duration=427.1 frames, utt_pad_proportion=0.05986, over 23262.93 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3055, pruned_loss=0.0668, over 2439838.70 frames. utt_duration=1306 frames, utt_pad_proportion=0.04681, over 7481.54 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2978, pruned_loss=0.0633, over 2478709.46 frames. utt_duration=388 frames, utt_pad_proportion=0.06106, over 25632.55 utterances.], batch size: 105, lr: 5.35e-04
2022-08-23 12:14:46,341 INFO [train.py:958] (7/8) Computing validation loss
2022-08-23 12:14:59,975 INFO [train.py:967] (7/8) Epoch 6, validation: loss=0.1857, simple_loss=0.2949, pruned_loss=0.0382, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 12:16:59,384 INFO [train.py:927] (7/8) Epoch 6, batch 9050, giga_loss[loss=0.2251, simple_loss=0.317, pruned_loss=0.06663, over 12414.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.03074, over 122.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2978, pruned_loss=0.06328, over 2477072.36 frames. utt_duration=428.2 frames, utt_pad_proportion=0.05889, over 23202.87 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3056, pruned_loss=0.06682, over 2440633.23 frames. utt_duration=1297 frames, utt_pad_proportion=0.04824, over 7536.99 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2974, pruned_loss=0.06313, over 2478466.21 frames. utt_duration=391.7 frames, utt_pad_proportion=0.05966, over 25387.10 utterances.], batch size: 122, lr: 5.35e-04
2022-08-23 12:18:55,928 INFO [train.py:927] (7/8) Epoch 6, batch 9100, giga_loss[loss=0.1492, simple_loss=0.2274, pruned_loss=0.03553, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.02966, over 39.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2968, pruned_loss=0.06291, over 2476959.74 frames. utt_duration=431.5 frames, utt_pad_proportion=0.05917, over 23025.44 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3055, pruned_loss=0.06672, over 2441395.23 frames. utt_duration=1285 frames, utt_pad_proportion=0.05215, over 7607.93 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2963, pruned_loss=0.06277, over 2478333.08 frames. utt_duration=395.7 frames, utt_pad_proportion=0.0589, over 25126.55 utterances.], batch size: 39, lr: 5.35e-04
2022-08-23 12:21:00,689 INFO [train.py:927] (7/8) Epoch 6, batch 9150, libri_loss[loss=0.2069, simple_loss=0.3095, pruned_loss=0.05215, over 12184.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006435, over 33.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.298, pruned_loss=0.06326, over 2477034.67 frames. utt_duration=423.3 frames, utt_pad_proportion=0.05857, over 23472.54 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3056, pruned_loss=0.06658, over 2441699.28 frames. utt_duration=1283 frames, utt_pad_proportion=0.05224, over 7621.59 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2974, pruned_loss=0.06323, over 2478336.43 frames. utt_duration=392.5 frames, utt_pad_proportion=0.05843, over 25335.46 utterances.], batch size: 33, lr: 5.35e-04
2022-08-23 12:23:00,041 INFO [train.py:927] (7/8) Epoch 6, batch 9200, giga_loss[loss=0.2293, simple_loss=0.309, pruned_loss=0.07477, over 12366.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.0319, over 58.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2987, pruned_loss=0.06376, over 2477504.50 frames. utt_duration=407 frames, utt_pad_proportion=0.06298, over 24421.13 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3058, pruned_loss=0.06657, over 2441724.23 frames. utt_duration=1283 frames, utt_pad_proportion=0.05193, over 7621.34 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2979, pruned_loss=0.06371, over 2478820.68 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06271, over 26029.78 utterances.], batch size: 58, lr: 5.35e-04
2022-08-23 12:24:58,384 INFO [train.py:927] (7/8) Epoch 6, batch 9250, giga_loss[loss=0.2258, simple_loss=0.322, pruned_loss=0.06477, over 12381.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04226, over 133.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3012, pruned_loss=0.06502, over 2476936.74 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06444, over 24590.70 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.306, pruned_loss=0.06659, over 2442216.40 frames. utt_duration=1283 frames, utt_pad_proportion=0.05138, over 7625.61 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3004, pruned_loss=0.06494, over 2478322.79 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06436, over 26234.82 utterances.], batch size: 133, lr: 5.35e-04
2022-08-23 12:27:16,903 INFO [train.py:927] (7/8) Epoch 6, batch 9300, giga_loss[loss=0.2204, simple_loss=0.3142, pruned_loss=0.06331, over 12416.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03943, over 133.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.3, pruned_loss=0.06438, over 2476773.33 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06639, over 24870.09 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3054, pruned_loss=0.0663, over 2442340.26 frames. utt_duration=1287 frames, utt_pad_proportion=0.05065, over 7602.33 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2997, pruned_loss=0.06454, over 2478399.49 frames. utt_duration=375.1 frames, utt_pad_proportion=0.06649, over 26512.32 utterances.], batch size: 133, lr: 5.35e-04
2022-08-23 12:29:17,076 INFO [train.py:927] (7/8) Epoch 6, batch 9350, giga_loss[loss=0.195, simple_loss=0.2858, pruned_loss=0.05205, over 12424.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03827, over 105.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2992, pruned_loss=0.06425, over 2477111.26 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06514, over 24620.93 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3054, pruned_loss=0.06628, over 2443079.52 frames. utt_duration=1288 frames, utt_pad_proportion=0.04997, over 7598.27 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.299, pruned_loss=0.06436, over 2478352.34 frames. utt_duration=379 frames, utt_pad_proportion=0.06554, over 26240.85 utterances.], batch size: 105, lr: 5.34e-04
2022-08-23 12:31:20,632 INFO [train.py:927] (7/8) Epoch 6, batch 9400, giga_loss[loss=0.2064, simple_loss=0.2948, pruned_loss=0.05899, over 12390.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04101, over 133.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2986, pruned_loss=0.06507, over 2476692.30 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06425, over 24809.62 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3052, pruned_loss=0.06632, over 2443285.68 frames. utt_duration=1291 frames, utt_pad_proportion=0.04872, over 7577.55 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2984, pruned_loss=0.06509, over 2478613.83 frames. utt_duration=372.5 frames, utt_pad_proportion=0.06508, over 26704.06 utterances.], batch size: 133, lr: 5.34e-04
2022-08-23 12:33:17,265 INFO [train.py:927] (7/8) Epoch 6, batch 9450, giga_loss[loss=0.2334, simple_loss=0.3018, pruned_loss=0.0825, over 12391.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09419, over 255.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2988, pruned_loss=0.06443, over 2476695.45 frames. utt_duration=410 frames, utt_pad_proportion=0.06441, over 24236.19 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3056, pruned_loss=0.06657, over 2444124.16 frames. utt_duration=1279 frames, utt_pad_proportion=0.05248, over 7654.39 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2981, pruned_loss=0.06417, over 2478352.87 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06415, over 26123.01 utterances.], batch size: 255, lr: 5.34e-04
2022-08-23 12:35:16,787 INFO [train.py:927] (7/8) Epoch 6, batch 9500, giga_loss[loss=0.2074, simple_loss=0.3057, pruned_loss=0.05459, over 12425.00 frames. utt_duration=371.9 frames, utt_pad_proportion=0.04646, over 134.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2979, pruned_loss=0.06216, over 2477032.65 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06361, over 23191.00 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3053, pruned_loss=0.06634, over 2444757.90 frames. utt_duration=1283 frames, utt_pad_proportion=0.05129, over 7628.99 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2975, pruned_loss=0.06207, over 2478672.99 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06384, over 25151.17 utterances.], batch size: 134, lr: 5.34e-04
2022-08-23 12:37:34,459 INFO [train.py:927] (7/8) Epoch 6, batch 9550, giga_loss[loss=0.2068, simple_loss=0.3055, pruned_loss=0.05405, over 12343.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.0282, over 66.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2987, pruned_loss=0.06218, over 2476725.93 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06674, over 23467.95 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3054, pruned_loss=0.06646, over 2445043.06 frames. utt_duration=1271 frames, utt_pad_proportion=0.0563, over 7706.70 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2981, pruned_loss=0.06197, over 2478202.63 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06556, over 25153.56 utterances.], batch size: 66, lr: 5.34e-04
2022-08-23 12:39:40,642 INFO [train.py:927] (7/8) Epoch 6, batch 9600, giga_loss[loss=0.2284, simple_loss=0.3058, pruned_loss=0.07551, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04516, over 34.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2985, pruned_loss=0.06215, over 2477091.52 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06754, over 23824.42 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3051, pruned_loss=0.06626, over 2445915.16 frames. utt_duration=1275 frames, utt_pad_proportion=0.05501, over 7679.89 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2981, pruned_loss=0.06204, over 2478347.64 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06699, over 25650.53 utterances.], batch size: 34, lr: 5.34e-04
2022-08-23 12:41:53,585 INFO [train.py:927] (7/8) Epoch 6, batch 9650, giga_loss[loss=0.2244, simple_loss=0.3102, pruned_loss=0.06928, over 12425.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03014, over 122.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.3, pruned_loss=0.06263, over 2477350.57 frames. utt_duration=418 frames, utt_pad_proportion=0.06536, over 23778.81 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3052, pruned_loss=0.06629, over 2446363.33 frames. utt_duration=1274 frames, utt_pad_proportion=0.05496, over 7688.54 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2994, pruned_loss=0.06242, over 2478663.85 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06518, over 25584.69 utterances.], batch size: 122, lr: 5.34e-04
2022-08-23 12:44:10,178 INFO [train.py:927] (7/8) Epoch 6, batch 9700, giga_loss[loss=0.2187, simple_loss=0.305, pruned_loss=0.06625, over 12435.00 frames. utt_duration=586.2 frames, utt_pad_proportion=0.02625, over 85.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.3015, pruned_loss=0.06292, over 2477135.09 frames. utt_duration=438.2 frames, utt_pad_proportion=0.06301, over 22675.59 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3047, pruned_loss=0.06601, over 2447191.42 frames. utt_duration=1282 frames, utt_pad_proportion=0.05335, over 7647.50 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.3014, pruned_loss=0.06289, over 2478561.16 frames. utt_duration=402 frames, utt_pad_proportion=0.06355, over 24734.72 utterances.], batch size: 85, lr: 5.34e-04
2022-08-23 12:46:26,807 INFO [train.py:927] (7/8) Epoch 6, batch 9750, giga_loss[loss=0.2396, simple_loss=0.308, pruned_loss=0.08564, over 12379.00 frames. utt_duration=143 frames, utt_pad_proportion=0.1586, over 349.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2988, pruned_loss=0.06221, over 2475546.09 frames. utt_duration=443.9 frames, utt_pad_proportion=0.06425, over 22368.47 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3043, pruned_loss=0.0659, over 2447548.01 frames. utt_duration=1286 frames, utt_pad_proportion=0.05218, over 7621.41 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.299, pruned_loss=0.0622, over 2477134.69 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06499, over 24434.46 utterances.], batch size: 349, lr: 5.34e-04
2022-08-23 12:48:30,426 INFO [train.py:927] (7/8) Epoch 6, batch 9800, giga_loss[loss=0.227, simple_loss=0.31, pruned_loss=0.07202, over 12374.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07135, over 211.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2977, pruned_loss=0.0615, over 2476100.25 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06615, over 23091.20 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3043, pruned_loss=0.06596, over 2447984.15 frames. utt_duration=1288 frames, utt_pad_proportion=0.05156, over 7613.09 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2977, pruned_loss=0.06138, over 2477347.76 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06683, over 24944.71 utterances.], batch size: 211, lr: 5.34e-04
2022-08-23 12:50:30,310 INFO [train.py:927] (7/8) Epoch 6, batch 9850, libri_loss[loss=0.2341, simple_loss=0.3303, pruned_loss=0.06898, over 12427.00 frames. utt_duration=766.2 frames, utt_pad_proportion=0.1303, over 65.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2997, pruned_loss=0.06273, over 2476579.73 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06665, over 23323.57 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3048, pruned_loss=0.06609, over 2448907.72 frames. utt_duration=1285 frames, utt_pad_proportion=0.05114, over 7634.90 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2992, pruned_loss=0.0624, over 2477612.94 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06738, over 25268.13 utterances.], batch size: 65, lr: 5.34e-04
2022-08-23 12:52:18,996 INFO [train.py:927] (7/8) Epoch 6, batch 9900, giga_loss[loss=0.1878, simple_loss=0.2597, pruned_loss=0.058, over 12379.00 frames. utt_duration=138.4 frames, utt_pad_proportion=0.1859, over 361.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2992, pruned_loss=0.06283, over 2476971.77 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06916, over 24041.36 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3047, pruned_loss=0.06605, over 2448865.18 frames. utt_duration=1286 frames, utt_pad_proportion=0.05096, over 7627.72 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2989, pruned_loss=0.0626, over 2477941.45 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06963, over 25639.20 utterances.], batch size: 361, lr: 5.33e-04
2022-08-23 12:54:11,696 INFO [train.py:927] (7/8) Epoch 6, batch 9950, giga_loss[loss=0.2045, simple_loss=0.2847, pruned_loss=0.06219, over 12385.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06027, over 182.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3001, pruned_loss=0.06452, over 2477159.61 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07244, over 24954.39 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3051, pruned_loss=0.06653, over 2449432.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.05958, over 7771.92 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2992, pruned_loss=0.06382, over 2478063.89 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07043, over 26477.53 utterances.], batch size: 182, lr: 5.33e-04
2022-08-23 12:55:54,659 INFO [train.py:927] (7/8) Epoch 6, batch 10000, giga_loss[loss=0.2495, simple_loss=0.3382, pruned_loss=0.08038, over 12369.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03304, over 122.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3078, pruned_loss=0.06914, over 2476376.35 frames. utt_duration=411.4 frames, utt_pad_proportion=0.07215, over 24150.79 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3052, pruned_loss=0.06655, over 2449903.08 frames. utt_duration=1261 frames, utt_pad_proportion=0.05934, over 7780.88 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.307, pruned_loss=0.06856, over 2477282.08 frames. utt_duration=386.3 frames, utt_pad_proportion=0.07065, over 25734.98 utterances.], batch size: 122, lr: 5.33e-04
2022-08-23 12:57:38,048 INFO [train.py:927] (7/8) Epoch 6, batch 10050, giga_loss[loss=0.1836, simple_loss=0.2681, pruned_loss=0.04952, over 12434.00 frames. utt_duration=803.4 frames, utt_pad_proportion=0.02732, over 62.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3089, pruned_loss=0.0698, over 2476271.31 frames. utt_duration=444.2 frames, utt_pad_proportion=0.06908, over 22364.38 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3049, pruned_loss=0.06633, over 2450307.71 frames. utt_duration=1265 frames, utt_pad_proportion=0.05822, over 7755.69 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3086, pruned_loss=0.0696, over 2477188.47 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06836, over 23986.29 utterances.], batch size: 62, lr: 5.33e-04
2022-08-23 12:59:20,893 INFO [train.py:927] (7/8) Epoch 6, batch 10100, giga_loss[loss=0.1886, simple_loss=0.2559, pruned_loss=0.06063, over 12347.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1979, over 366.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.303, pruned_loss=0.06792, over 2475965.86 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07098, over 21692.98 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3046, pruned_loss=0.06615, over 2450492.29 frames. utt_duration=1269 frames, utt_pad_proportion=0.05771, over 7731.50 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.303, pruned_loss=0.06796, over 2476875.29 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07048, over 23189.58 utterances.], batch size: 366, lr: 5.33e-04
2022-08-23 13:01:02,202 INFO [train.py:927] (7/8) Epoch 6, batch 10150, giga_loss[loss=0.2089, simple_loss=0.2768, pruned_loss=0.0705, over 12353.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1091, over 259.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.295, pruned_loss=0.06502, over 2475901.51 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06673, over 20501.01 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3044, pruned_loss=0.06611, over 2450953.23 frames. utt_duration=1275 frames, utt_pad_proportion=0.05654, over 7697.02 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.295, pruned_loss=0.06506, over 2476919.77 frames. utt_duration=449.6 frames, utt_pad_proportion=0.06703, over 22103.67 utterances.], batch size: 259, lr: 5.33e-04
2022-08-23 13:02:43,322 INFO [train.py:927] (7/8) Epoch 6, batch 10200, giga_loss[loss=0.1893, simple_loss=0.2718, pruned_loss=0.05337, over 12329.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02196, over 45.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2887, pruned_loss=0.063, over 2475401.75 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06956, over 20426.10 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3046, pruned_loss=0.06637, over 2451211.16 frames. utt_duration=1276 frames, utt_pad_proportion=0.05584, over 7690.59 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2883, pruned_loss=0.06276, over 2476312.59 frames. utt_duration=454.2 frames, utt_pad_proportion=0.06991, over 21873.56 utterances.], batch size: 45, lr: 5.33e-04
2022-08-23 13:04:25,688 INFO [train.py:927] (7/8) Epoch 6, batch 10250, giga_loss[loss=0.1764, simple_loss=0.257, pruned_loss=0.0479, over 12315.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.0345, over 51.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2835, pruned_loss=0.06101, over 2475363.24 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06522, over 19846.83 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3044, pruned_loss=0.06625, over 2451268.74 frames. utt_duration=1277 frames, utt_pad_proportion=0.05544, over 7688.71 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2832, pruned_loss=0.06089, over 2476217.89 frames. utt_duration=471 frames, utt_pad_proportion=0.06592, over 21091.63 utterances.], batch size: 51, lr: 5.33e-04
2022-08-23 13:06:08,784 INFO [train.py:927] (7/8) Epoch 6, batch 10300, giga_loss[loss=0.1838, simple_loss=0.2642, pruned_loss=0.05165, over 12347.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03564, over 104.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2788, pruned_loss=0.05865, over 2475496.15 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06831, over 19965.85 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3051, pruned_loss=0.06625, over 2451705.24 frames. utt_duration=1279 frames, utt_pad_proportion=0.05454, over 7675.05 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2775, pruned_loss=0.05844, over 2476219.34 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06908, over 21192.58 utterances.], batch size: 104, lr: 5.33e-04
2022-08-23 13:07:51,564 INFO [train.py:927] (7/8) Epoch 6, batch 10350, giga_loss[loss=0.1539, simple_loss=0.2267, pruned_loss=0.04058, over 12451.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04709, over 34.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2736, pruned_loss=0.05645, over 2475025.95 frames. utt_duration=513.7 frames, utt_pad_proportion=0.0659, over 19325.31 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3055, pruned_loss=0.06637, over 2452225.19 frames. utt_duration=1280 frames, utt_pad_proportion=0.05355, over 7673.25 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2716, pruned_loss=0.05598, over 2475657.55 frames. utt_duration=482.7 frames, utt_pad_proportion=0.0671, over 20576.25 utterances.], batch size: 34, lr: 5.33e-04
2022-08-23 13:09:35,310 INFO [train.py:927] (7/8) Epoch 6, batch 10400, giga_loss[loss=0.1826, simple_loss=0.2562, pruned_loss=0.05449, over 12366.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03147, over 97.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2688, pruned_loss=0.05473, over 2474299.57 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06275, over 19360.60 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3051, pruned_loss=0.06624, over 2452460.02 frames. utt_duration=1284 frames, utt_pad_proportion=0.05251, over 7649.68 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2668, pruned_loss=0.05425, over 2475079.73 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06429, over 20632.51 utterances.], batch size: 97, lr: 5.32e-04
2022-08-23 13:11:17,975 INFO [train.py:927] (7/8) Epoch 6, batch 10450, giga_loss[loss=0.2048, simple_loss=0.2857, pruned_loss=0.06193, over 12455.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03094, over 75.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2715, pruned_loss=0.0563, over 2474627.48 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06039, over 19259.71 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3053, pruned_loss=0.06625, over 2452727.45 frames. utt_duration=1281 frames, utt_pad_proportion=0.05206, over 7669.37 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.269, pruned_loss=0.05566, over 2475482.63 frames. utt_duration=484.3 frames, utt_pad_proportion=0.062, over 20506.66 utterances.], batch size: 75, lr: 5.32e-04
2022-08-23 13:13:01,434 INFO [train.py:927] (7/8) Epoch 6, batch 10500, libri_loss[loss=0.2423, simple_loss=0.349, pruned_loss=0.06786, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005971, over 34.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2845, pruned_loss=0.06255, over 2474386.44 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06166, over 18825.25 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3062, pruned_loss=0.06661, over 2453267.11 frames. utt_duration=1272 frames, utt_pad_proportion=0.05553, over 7722.69 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.281, pruned_loss=0.06158, over 2475070.10 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06173, over 20040.30 utterances.], batch size: 34, lr: 5.32e-04
2022-08-23 13:14:49,194 INFO [train.py:927] (7/8) Epoch 6, batch 10550, giga_loss[loss=0.277, simple_loss=0.3327, pruned_loss=0.1107, over 12338.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2089, over 371.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2929, pruned_loss=0.0661, over 2474466.51 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07233, over 20447.74 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3063, pruned_loss=0.06668, over 2453806.53 frames. utt_duration=1267 frames, utt_pad_proportion=0.05578, over 7754.55 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2898, pruned_loss=0.06526, over 2474802.16 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07186, over 21539.60 utterances.], batch size: 371, lr: 5.32e-04
2022-08-23 13:16:33,802 INFO [train.py:927] (7/8) Epoch 6, batch 10600, giga_loss[loss=0.2505, simple_loss=0.3212, pruned_loss=0.08988, over 12379.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06505, over 183.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2975, pruned_loss=0.06752, over 2474708.24 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06927, over 20217.60 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3063, pruned_loss=0.06668, over 2453806.53 frames. utt_duration=1267 frames, utt_pad_proportion=0.05578, over 7754.55 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2951, pruned_loss=0.06686, over 2474969.48 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06902, over 21067.41 utterances.], batch size: 183, lr: 5.32e-04
2022-08-23 13:18:19,065 INFO [train.py:927] (7/8) Epoch 6, batch 10650, giga_loss[loss=0.244, simple_loss=0.3184, pruned_loss=0.08478, over 12345.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03003, over 91.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.302, pruned_loss=0.07026, over 2473957.15 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06954, over 20067.61 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3063, pruned_loss=0.06679, over 2454141.71 frames. utt_duration=1269 frames, utt_pad_proportion=0.05521, over 7747.31 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3, pruned_loss=0.06968, over 2474129.90 frames. utt_duration=474.4 frames, utt_pad_proportion=0.06962, over 20927.59 utterances.], batch size: 91, lr: 5.32e-04
2022-08-23 13:19:59,197 INFO [train.py:927] (7/8) Epoch 6, batch 10700, giga_loss[loss=0.2754, simple_loss=0.3383, pruned_loss=0.1063, over 12350.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2075, over 371.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3061, pruned_loss=0.072, over 2473149.26 frames. utt_duration=510.8 frames, utt_pad_proportion=0.06931, over 19424.00 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3061, pruned_loss=0.06681, over 2454075.90 frames. utt_duration=1272 frames, utt_pad_proportion=0.05413, over 7724.83 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3046, pruned_loss=0.07162, over 2473785.39 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0698, over 20389.36 utterances.], batch size: 371, lr: 5.32e-04
2022-08-23 13:21:42,249 INFO [train.py:927] (7/8) Epoch 6, batch 10750, giga_loss[loss=0.2402, simple_loss=0.3275, pruned_loss=0.07643, over 12413.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.0397, over 133.00 utterances.], tot_loss[loss=0.227, simple_loss=0.309, pruned_loss=0.07254, over 2472490.29 frames. utt_duration=507.1 frames, utt_pad_proportion=0.07382, over 19562.21 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3064, pruned_loss=0.06677, over 2454079.60 frames. utt_duration=1277 frames, utt_pad_proportion=0.05337, over 7694.57 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3076, pruned_loss=0.07238, over 2473327.49 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07439, over 20573.05 utterances.], batch size: 133, lr: 5.32e-04
2022-08-23 13:23:25,138 INFO [train.py:927] (7/8) Epoch 6, batch 10800, giga_loss[loss=0.222, simple_loss=0.2991, pruned_loss=0.07248, over 12208.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03057, over 42.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3108, pruned_loss=0.07177, over 2472367.76 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06768, over 17975.08 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3069, pruned_loss=0.06688, over 2454343.54 frames. utt_duration=1276 frames, utt_pad_proportion=0.05261, over 7705.46 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3094, pruned_loss=0.0717, over 2473309.19 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06895, over 19077.55 utterances.], batch size: 42, lr: 5.32e-04
2022-08-23 13:25:06,631 INFO [train.py:927] (7/8) Epoch 6, batch 10850, giga_loss[loss=0.2889, simple_loss=0.3356, pruned_loss=0.121, over 12346.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.193, over 368.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3109, pruned_loss=0.07141, over 2473436.19 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06943, over 17672.31 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3066, pruned_loss=0.06671, over 2455084.18 frames. utt_duration=1263 frames, utt_pad_proportion=0.0567, over 7784.86 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3101, pruned_loss=0.07163, over 2474027.32 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06915, over 18746.79 utterances.], batch size: 368, lr: 5.32e-04
2022-08-23 13:26:50,117 INFO [train.py:927] (7/8) Epoch 6, batch 10900, giga_loss[loss=0.2218, simple_loss=0.297, pruned_loss=0.07326, over 12470.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03343, over 43.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3141, pruned_loss=0.07551, over 2473128.40 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06856, over 17825.51 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3068, pruned_loss=0.06665, over 2455366.97 frames. utt_duration=1267 frames, utt_pad_proportion=0.05556, over 7762.65 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3135, pruned_loss=0.07595, over 2473827.10 frames. utt_duration=522.7 frames, utt_pad_proportion=0.0689, over 18984.01 utterances.], batch size: 43, lr: 5.32e-04
2022-08-23 13:28:35,932 INFO [train.py:927] (7/8) Epoch 6, batch 10950, giga_loss[loss=0.2692, simple_loss=0.3426, pruned_loss=0.09787, over 12404.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0434, over 34.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3149, pruned_loss=0.07758, over 2473252.47 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06884, over 17957.46 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3066, pruned_loss=0.06657, over 2455632.62 frames. utt_duration=1268 frames, utt_pad_proportion=0.05518, over 7755.01 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3147, pruned_loss=0.07808, over 2473724.21 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06928, over 18963.51 utterances.], batch size: 34, lr: 5.31e-04
2022-08-23 13:30:18,696 INFO [train.py:927] (7/8) Epoch 6, batch 11000, giga_loss[loss=0.2487, simple_loss=0.3245, pruned_loss=0.08649, over 12355.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1863, over 361.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3129, pruned_loss=0.07686, over 2473491.11 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06723, over 17719.61 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3057, pruned_loss=0.06617, over 2456187.84 frames. utt_duration=1276 frames, utt_pad_proportion=0.05382, over 7710.22 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3138, pruned_loss=0.07798, over 2473920.78 frames. utt_duration=525.2 frames, utt_pad_proportion=0.0683, over 18896.45 utterances.], batch size: 361, lr: 5.31e-04
2022-08-23 13:32:05,734 INFO [train.py:927] (7/8) Epoch 6, batch 11050, giga_loss[loss=0.1998, simple_loss=0.2644, pruned_loss=0.06763, over 12361.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2037, over 369.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3101, pruned_loss=0.07558, over 2473928.19 frames. utt_duration=518.4 frames, utt_pad_proportion=0.07471, over 19145.87 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3056, pruned_loss=0.06614, over 2456101.90 frames. utt_duration=1277 frames, utt_pad_proportion=0.05361, over 7704.67 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3109, pruned_loss=0.07653, over 2474435.05 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07524, over 20124.59 utterances.], batch size: 369, lr: 5.31e-04
2022-08-23 13:33:51,526 INFO [train.py:927] (7/8) Epoch 6, batch 11100, giga_loss[loss=0.1973, simple_loss=0.284, pruned_loss=0.05534, over 12362.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03161, over 51.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3061, pruned_loss=0.07302, over 2473861.82 frames. utt_duration=535.9 frames, utt_pad_proportion=0.073, over 18517.22 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.306, pruned_loss=0.06625, over 2456059.10 frames. utt_duration=1278 frames, utt_pad_proportion=0.05248, over 7696.46 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3065, pruned_loss=0.07392, over 2474773.94 frames. utt_duration=506.5 frames, utt_pad_proportion=0.07413, over 19603.59 utterances.], batch size: 51, lr: 5.31e-04
2022-08-23 13:35:37,195 INFO [train.py:927] (7/8) Epoch 6, batch 11150, giga_loss[loss=0.2421, simple_loss=0.3237, pruned_loss=0.0802, over 12352.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03229, over 97.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3038, pruned_loss=0.07206, over 2474160.10 frames. utt_duration=512.6 frames, utt_pad_proportion=0.07624, over 19364.60 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3072, pruned_loss=0.06654, over 2456525.20 frames. utt_duration=1267 frames, utt_pad_proportion=0.05606, over 7767.60 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3029, pruned_loss=0.07261, over 2474782.62 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07586, over 20381.73 utterances.], batch size: 97, lr: 5.31e-04
2022-08-23 13:37:18,436 INFO [train.py:927] (7/8) Epoch 6, batch 11200, libri_loss[loss=0.1934, simple_loss=0.2727, pruned_loss=0.05702, over 12407.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007809, over 30.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3029, pruned_loss=0.07159, over 2474062.80 frames. utt_duration=513.1 frames, utt_pad_proportion=0.07633, over 19343.96 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3068, pruned_loss=0.06645, over 2456891.71 frames. utt_duration=1270 frames, utt_pad_proportion=0.05492, over 7744.72 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3024, pruned_loss=0.07226, over 2474691.30 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07665, over 20499.61 utterances.], batch size: 30, lr: 5.31e-04
2022-08-23 13:39:01,575 INFO [train.py:927] (7/8) Epoch 6, batch 11250, giga_loss[loss=0.2409, simple_loss=0.3164, pruned_loss=0.0827, over 12420.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06182, over 183.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.2996, pruned_loss=0.07057, over 2473681.59 frames. utt_duration=537.9 frames, utt_pad_proportion=0.07171, over 18447.43 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3071, pruned_loss=0.06669, over 2457220.87 frames. utt_duration=1258 frames, utt_pad_proportion=0.05827, over 7824.23 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.2989, pruned_loss=0.07092, over 2474039.14 frames. utt_duration=512.1 frames, utt_pad_proportion=0.07104, over 19379.43 utterances.], batch size: 183, lr: 5.31e-04
2022-08-23 13:40:41,862 INFO [train.py:927] (7/8) Epoch 6, batch 11300, giga_loss[loss=0.2081, simple_loss=0.292, pruned_loss=0.06207, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0357, over 105.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2958, pruned_loss=0.06859, over 2473765.08 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06601, over 17123.85 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.307, pruned_loss=0.06666, over 2457714.70 frames. utt_duration=1260 frames, utt_pad_proportion=0.05768, over 7813.38 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2951, pruned_loss=0.069, over 2474161.08 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06609, over 18194.21 utterances.], batch size: 105, lr: 5.31e-04
2022-08-23 13:42:22,576 INFO [train.py:927] (7/8) Epoch 6, batch 11350, giga_loss[loss=0.2054, simple_loss=0.2734, pruned_loss=0.06867, over 12307.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02442, over 45.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2928, pruned_loss=0.06717, over 2473584.39 frames. utt_duration=603.9 frames, utt_pad_proportion=0.0612, over 16424.13 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3067, pruned_loss=0.06653, over 2458674.16 frames. utt_duration=1261 frames, utt_pad_proportion=0.05652, over 7809.31 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2919, pruned_loss=0.06768, over 2473715.44 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06214, over 17725.13 utterances.], batch size: 45, lr: 5.31e-04
2022-08-23 13:44:04,975 INFO [train.py:927] (7/8) Epoch 6, batch 11400, giga_loss[loss=0.2091, simple_loss=0.2878, pruned_loss=0.06516, over 12317.00 frames. utt_duration=747.8 frames, utt_pad_proportion=0.03258, over 66.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2891, pruned_loss=0.06566, over 2473645.98 frames. utt_duration=604.9 frames, utt_pad_proportion=0.0637, over 16397.39 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3065, pruned_loss=0.06652, over 2458664.54 frames. utt_duration=1252 frames, utt_pad_proportion=0.05991, over 7863.89 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2884, pruned_loss=0.06607, over 2473958.53 frames. utt_duration=567.1 frames, utt_pad_proportion=0.063, over 17495.13 utterances.], batch size: 66, lr: 5.31e-04
2022-08-23 13:45:47,607 INFO [train.py:927] (7/8) Epoch 6, batch 11450, giga_loss[loss=0.2179, simple_loss=0.2897, pruned_loss=0.07301, over 12396.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02659, over 70.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2865, pruned_loss=0.06461, over 2474504.16 frames. utt_duration=618.8 frames, utt_pad_proportion=0.06026, over 16034.28 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.307, pruned_loss=0.06657, over 2458979.96 frames. utt_duration=1241 frames, utt_pad_proportion=0.06404, over 7933.30 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2852, pruned_loss=0.06486, over 2474603.06 frames. utt_duration=587 frames, utt_pad_proportion=0.058, over 16906.05 utterances.], batch size: 70, lr: 5.31e-04
2022-08-23 13:47:30,830 INFO [train.py:927] (7/8) Epoch 6, batch 11500, giga_loss[loss=0.239, simple_loss=0.3075, pruned_loss=0.08523, over 12437.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04497, over 31.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2872, pruned_loss=0.06502, over 2474084.15 frames. utt_duration=617.3 frames, utt_pad_proportion=0.0587, over 16069.67 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3069, pruned_loss=0.06652, over 2459196.72 frames. utt_duration=1244 frames, utt_pad_proportion=0.06315, over 7919.03 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2858, pruned_loss=0.06521, over 2474320.87 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05729, over 16954.48 utterances.], batch size: 31, lr: 5.30e-04
2022-08-23 13:49:13,722 INFO [train.py:927] (7/8) Epoch 6, batch 11550, giga_loss[loss=0.335, simple_loss=0.3799, pruned_loss=0.1451, over 12373.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2927, pruned_loss=0.06873, over 2473145.87 frames. utt_duration=604.5 frames, utt_pad_proportion=0.05741, over 16405.52 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3065, pruned_loss=0.06639, over 2459097.54 frames. utt_duration=1247 frames, utt_pad_proportion=0.06228, over 7895.88 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2917, pruned_loss=0.06899, over 2473696.78 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05667, over 17274.77 utterances.], batch size: 259, lr: 5.30e-04
2022-08-23 13:50:57,878 INFO [train.py:927] (7/8) Epoch 6, batch 11600, libri_loss[loss=0.2476, simple_loss=0.3265, pruned_loss=0.0843, over 12476.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006284, over 37.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.2993, pruned_loss=0.07184, over 2473559.41 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06302, over 17170.48 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3068, pruned_loss=0.06663, over 2459297.88 frames. utt_duration=1237 frames, utt_pad_proportion=0.06539, over 7964.23 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2978, pruned_loss=0.07194, over 2474175.81 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06092, over 18037.54 utterances.], batch size: 37, lr: 5.30e-04
2022-08-23 13:52:41,522 INFO [train.py:927] (7/8) Epoch 6, batch 11650, giga_loss[loss=0.2541, simple_loss=0.3408, pruned_loss=0.08368, over 12369.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02853, over 70.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3062, pruned_loss=0.07486, over 2473968.33 frames. utt_duration=561.4 frames, utt_pad_proportion=0.0622, over 17673.52 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3071, pruned_loss=0.06689, over 2459452.89 frames. utt_duration=1237 frames, utt_pad_proportion=0.06487, over 7960.60 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3048, pruned_loss=0.07476, over 2474437.17 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06081, over 18439.48 utterances.], batch size: 70, lr: 5.30e-04
2022-08-23 13:54:24,233 INFO [train.py:927] (7/8) Epoch 6, batch 11700, giga_loss[loss=0.2354, simple_loss=0.3232, pruned_loss=0.07383, over 12400.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.02477, over 66.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3075, pruned_loss=0.07403, over 2474067.81 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06371, over 18428.14 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3078, pruned_loss=0.06702, over 2459466.58 frames. utt_duration=1240 frames, utt_pad_proportion=0.06415, over 7942.34 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3058, pruned_loss=0.07393, over 2474591.30 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06287, over 19186.37 utterances.], batch size: 66, lr: 5.30e-04
2022-08-23 13:56:06,492 INFO [train.py:927] (7/8) Epoch 6, batch 11750, giga_loss[loss=0.2051, simple_loss=0.2868, pruned_loss=0.06173, over 12488.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04085, over 34.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3066, pruned_loss=0.07281, over 2474144.54 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06652, over 18196.26 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.307, pruned_loss=0.06661, over 2459788.40 frames. utt_duration=1247 frames, utt_pad_proportion=0.06306, over 7897.18 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3059, pruned_loss=0.07323, over 2474619.72 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06608, over 19072.18 utterances.], batch size: 34, lr: 5.30e-04
2022-08-23 13:57:47,821 INFO [train.py:927] (7/8) Epoch 6, batch 11800, giga_loss[loss=0.2389, simple_loss=0.3273, pruned_loss=0.07528, over 12402.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.0348, over 75.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3067, pruned_loss=0.07244, over 2473016.98 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06973, over 18294.08 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.307, pruned_loss=0.06672, over 2459994.32 frames. utt_duration=1251 frames, utt_pad_proportion=0.0621, over 7874.44 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3062, pruned_loss=0.07279, over 2473455.65 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06962, over 19185.89 utterances.], batch size: 75, lr: 5.30e-04
2022-08-23 13:59:30,684 INFO [train.py:927] (7/8) Epoch 6, batch 11850, giga_loss[loss=0.2434, simple_loss=0.3191, pruned_loss=0.0839, over 12340.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03335, over 97.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3084, pruned_loss=0.07352, over 2473206.45 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06509, over 18104.78 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3064, pruned_loss=0.06664, over 2460215.35 frames. utt_duration=1256 frames, utt_pad_proportion=0.0603, over 7842.77 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3085, pruned_loss=0.07417, over 2473937.47 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06598, over 19303.80 utterances.], batch size: 97, lr: 5.30e-04
2022-08-23 14:01:14,060 INFO [train.py:927] (7/8) Epoch 6, batch 11900, giga_loss[loss=0.253, simple_loss=0.3259, pruned_loss=0.09, over 12382.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05224, over 161.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3108, pruned_loss=0.0762, over 2472333.87 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06001, over 17346.58 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3073, pruned_loss=0.06782, over 2460211.19 frames. utt_duration=1258 frames, utt_pad_proportion=0.05814, over 7828.98 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3103, pruned_loss=0.07605, over 2473545.62 frames. utt_duration=527 frames, utt_pad_proportion=0.06199, over 18827.62 utterances.], batch size: 161, lr: 5.30e-04
2022-08-23 14:02:58,758 INFO [train.py:927] (7/8) Epoch 6, batch 11950, giga_loss[loss=0.2178, simple_loss=0.3011, pruned_loss=0.06722, over 12149.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03705, over 33.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3118, pruned_loss=0.07661, over 2471852.12 frames. utt_duration=587 frames, utt_pad_proportion=0.05962, over 16885.90 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3073, pruned_loss=0.06764, over 2460015.38 frames. utt_duration=1263 frames, utt_pad_proportion=0.05741, over 7799.70 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3114, pruned_loss=0.07678, over 2473190.46 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06156, over 18254.23 utterances.], batch size: 33, lr: 5.30e-04
2022-08-23 14:04:42,962 INFO [train.py:927] (7/8) Epoch 6, batch 12000, libri_loss[loss=0.2445, simple_loss=0.3343, pruned_loss=0.07733, over 12451.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01466, over 40.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3129, pruned_loss=0.07638, over 2472317.40 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06275, over 16598.38 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3073, pruned_loss=0.06773, over 2460433.21 frames. utt_duration=1253 frames, utt_pad_proportion=0.06036, over 7861.47 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3127, pruned_loss=0.07663, over 2473273.71 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06285, over 17838.15 utterances.], batch size: 40, lr: 5.30e-04
2022-08-23 14:04:42,964 INFO [train.py:958] (7/8) Computing validation loss
2022-08-23 14:04:56,467 INFO [train.py:967] (7/8) 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] (7/8) Epoch 6, batch 12050, giga_loss[loss=0.2394, simple_loss=0.3099, pruned_loss=0.08446, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02758, over 48.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3123, pruned_loss=0.07582, over 2472146.11 frames. utt_duration=627.5 frames, utt_pad_proportion=0.05828, over 15796.57 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3074, pruned_loss=0.06779, over 2460608.43 frames. utt_duration=1250 frames, utt_pad_proportion=0.0606, over 7880.89 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.312, pruned_loss=0.07604, over 2472850.42 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05855, over 16825.47 utterances.], batch size: 48, lr: 5.29e-04
2022-08-23 14:08:23,589 INFO [train.py:927] (7/8) Epoch 6, batch 12100, giga_loss[loss=0.2285, simple_loss=0.3107, pruned_loss=0.07319, over 12384.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02701, over 91.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.311, pruned_loss=0.07513, over 2472071.17 frames. utt_duration=651.7 frames, utt_pad_proportion=0.05715, over 15207.35 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3075, pruned_loss=0.0677, over 2460989.29 frames. utt_duration=1252 frames, utt_pad_proportion=0.05963, over 7873.36 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3108, pruned_loss=0.07553, over 2472484.46 frames. utt_duration=613.1 frames, utt_pad_proportion=0.05787, over 16169.85 utterances.], batch size: 91, lr: 5.29e-04
2022-08-23 14:10:06,130 INFO [train.py:927] (7/8) Epoch 6, batch 12150, giga_loss[loss=0.2101, simple_loss=0.3012, pruned_loss=0.05947, over 12451.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03144, over 75.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3128, pruned_loss=0.07638, over 2472411.70 frames. utt_duration=635.9 frames, utt_pad_proportion=0.05775, over 15589.14 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3078, pruned_loss=0.06779, over 2461171.56 frames. utt_duration=1254 frames, utt_pad_proportion=0.05895, over 7858.36 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3124, pruned_loss=0.07671, over 2472712.05 frames. utt_duration=602.1 frames, utt_pad_proportion=0.05856, over 16466.92 utterances.], batch size: 75, lr: 5.29e-04
2022-08-23 14:11:49,786 INFO [train.py:927] (7/8) Epoch 6, batch 12200, giga_loss[loss=0.2229, simple_loss=0.305, pruned_loss=0.07043, over 12466.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02962, over 75.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3123, pruned_loss=0.07565, over 2472839.68 frames. utt_duration=633.7 frames, utt_pad_proportion=0.0594, over 15644.59 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3077, pruned_loss=0.06769, over 2461449.73 frames. utt_duration=1256 frames, utt_pad_proportion=0.05836, over 7850.49 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3121, pruned_loss=0.07611, over 2472979.75 frames. utt_duration=602.9 frames, utt_pad_proportion=0.06023, over 16447.97 utterances.], batch size: 75, lr: 5.29e-04
2022-08-23 14:13:30,894 INFO [train.py:927] (7/8) Epoch 6, batch 12250, giga_loss[loss=0.2294, simple_loss=0.3084, pruned_loss=0.07517, over 12454.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03556, over 86.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.312, pruned_loss=0.07572, over 2472093.14 frames. utt_duration=646.8 frames, utt_pad_proportion=0.0584, over 15324.22 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3078, pruned_loss=0.06769, over 2461367.63 frames. utt_duration=1260 frames, utt_pad_proportion=0.05719, over 7824.19 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3119, pruned_loss=0.07631, over 2472601.91 frames. utt_duration=611.9 frames, utt_pad_proportion=0.05966, over 16201.83 utterances.], batch size: 86, lr: 5.29e-04
2022-08-23 14:15:10,657 INFO [train.py:927] (7/8) Epoch 6, batch 12300, giga_loss[loss=0.1911, simple_loss=0.2676, pruned_loss=0.05731, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03626, over 28.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.07532, over 2471729.53 frames. utt_duration=639.8 frames, utt_pad_proportion=0.06151, over 15490.20 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3081, pruned_loss=0.06792, over 2461588.55 frames. utt_duration=1248 frames, utt_pad_proportion=0.06103, over 7897.56 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3097, pruned_loss=0.07563, over 2472012.88 frames. utt_duration=612.5 frames, utt_pad_proportion=0.06054, over 16183.86 utterances.], batch size: 28, lr: 5.29e-04
2022-08-23 14:16:53,619 INFO [train.py:927] (7/8) Epoch 6, batch 12350, giga_loss[loss=0.2097, simple_loss=0.2911, pruned_loss=0.0641, over 12416.00 frames. utt_duration=753.7 frames, utt_pad_proportion=0.02499, over 66.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3089, pruned_loss=0.07535, over 2471712.05 frames. utt_duration=628 frames, utt_pad_proportion=0.06127, over 15781.55 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3081, pruned_loss=0.06797, over 2461763.35 frames. utt_duration=1252 frames, utt_pad_proportion=0.05991, over 7877.27 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3086, pruned_loss=0.07571, over 2472019.84 frames. utt_duration=599.8 frames, utt_pad_proportion=0.06104, over 16526.64 utterances.], batch size: 66, lr: 5.29e-04
2022-08-23 14:18:36,354 INFO [train.py:927] (7/8) Epoch 6, batch 12400, giga_loss[loss=0.2421, simple_loss=0.3145, pruned_loss=0.08482, over 12373.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.03058, over 85.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3059, pruned_loss=0.07421, over 2471896.77 frames. utt_duration=626.7 frames, utt_pad_proportion=0.05674, over 15815.50 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3081, pruned_loss=0.0679, over 2461687.05 frames. utt_duration=1254 frames, utt_pad_proportion=0.05921, over 7864.18 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3057, pruned_loss=0.07465, over 2472332.57 frames. utt_duration=600 frames, utt_pad_proportion=0.05704, over 16522.22 utterances.], batch size: 85, lr: 5.29e-04
2022-08-23 14:20:17,811 INFO [train.py:927] (7/8) Epoch 6, batch 12450, giga_loss[loss=0.1953, simple_loss=0.2751, pruned_loss=0.05779, over 12473.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03203, over 43.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3027, pruned_loss=0.07314, over 2471642.38 frames. utt_duration=610.2 frames, utt_pad_proportion=0.06238, over 16242.86 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3086, pruned_loss=0.06826, over 2461812.19 frames. utt_duration=1242 frames, utt_pad_proportion=0.06281, over 7935.56 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3021, pruned_loss=0.07321, over 2471962.77 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06085, over 16803.72 utterances.], batch size: 43, lr: 5.29e-04
2022-08-23 14:22:02,392 INFO [train.py:927] (7/8) Epoch 6, batch 12500, giga_loss[loss=0.2906, simple_loss=0.3457, pruned_loss=0.1178, over 12343.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1957, over 365.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3022, pruned_loss=0.07268, over 2472520.56 frames. utt_duration=598.5 frames, utt_pad_proportion=0.06177, over 16565.07 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3087, pruned_loss=0.0685, over 2462275.35 frames. utt_duration=1246 frames, utt_pad_proportion=0.06137, over 7914.79 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3014, pruned_loss=0.07265, over 2472640.92 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06113, over 17239.02 utterances.], batch size: 365, lr: 5.29e-04
2022-08-23 14:23:51,999 INFO [train.py:927] (7/8) Epoch 6, batch 12550, giga_loss[loss=0.2332, simple_loss=0.3208, pruned_loss=0.07276, over 12367.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02823, over 91.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3021, pruned_loss=0.07165, over 2472595.96 frames. utt_duration=616.1 frames, utt_pad_proportion=0.05739, over 16091.85 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3084, pruned_loss=0.06852, over 2462281.69 frames. utt_duration=1253 frames, utt_pad_proportion=0.05978, over 7868.84 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3016, pruned_loss=0.07175, over 2473090.80 frames. utt_duration=583.6 frames, utt_pad_proportion=0.05768, over 16993.96 utterances.], batch size: 91, lr: 5.29e-04
2022-08-23 14:25:33,333 INFO [train.py:927] (7/8) Epoch 6, batch 12600, giga_loss[loss=0.2331, simple_loss=0.2998, pruned_loss=0.08319, over 12360.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.197, over 366.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3026, pruned_loss=0.07129, over 2473178.35 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06195, over 17006.75 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3084, pruned_loss=0.06864, over 2462588.01 frames. utt_duration=1255 frames, utt_pad_proportion=0.05915, over 7860.90 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.302, pruned_loss=0.07129, over 2473431.29 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06222, over 17847.81 utterances.], batch size: 366, lr: 5.28e-04
2022-08-23 14:27:12,974 INFO [train.py:927] (7/8) Epoch 6, batch 12650, giga_loss[loss=0.2043, simple_loss=0.2852, pruned_loss=0.06164, over 12484.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04159, over 34.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3022, pruned_loss=0.07048, over 2473297.08 frames. utt_duration=578.5 frames, utt_pad_proportion=0.05932, over 17146.74 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3084, pruned_loss=0.06875, over 2462829.94 frames. utt_duration=1261 frames, utt_pad_proportion=0.05784, over 7824.41 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3016, pruned_loss=0.07044, over 2473578.56 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06014, over 18107.69 utterances.], batch size: 34, lr: 5.28e-04
2022-08-23 14:28:54,073 INFO [train.py:927] (7/8) Epoch 6, batch 12700, giga_loss[loss=0.281, simple_loss=0.3477, pruned_loss=0.1071, over 12423.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.038, over 133.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3024, pruned_loss=0.07038, over 2473159.04 frames. utt_duration=589.9 frames, utt_pad_proportion=0.05693, over 16811.52 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3086, pruned_loss=0.06912, over 2462760.47 frames. utt_duration=1252 frames, utt_pad_proportion=0.06105, over 7878.92 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3017, pruned_loss=0.07007, over 2473647.30 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05653, over 17697.33 utterances.], batch size: 133, lr: 5.28e-04
2022-08-23 14:30:34,088 INFO [train.py:927] (7/8) Epoch 6, batch 12750, giga_loss[loss=0.2141, simple_loss=0.2904, pruned_loss=0.06889, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03715, over 40.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3046, pruned_loss=0.0714, over 2473332.84 frames. utt_duration=598.6 frames, utt_pad_proportion=0.06104, over 16567.97 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.309, pruned_loss=0.06939, over 2462710.43 frames. utt_duration=1260 frames, utt_pad_proportion=0.05919, over 7826.20 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3035, pruned_loss=0.07098, over 2474202.30 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06132, over 17710.35 utterances.], batch size: 40, lr: 5.28e-04
2022-08-23 14:32:14,295 INFO [train.py:927] (7/8) Epoch 6, batch 12800, giga_loss[loss=0.199, simple_loss=0.2805, pruned_loss=0.05878, over 12304.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02832, over 45.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3055, pruned_loss=0.07161, over 2474054.05 frames. utt_duration=598.8 frames, utt_pad_proportion=0.0603, over 16567.71 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3088, pruned_loss=0.06948, over 2463411.72 frames. utt_duration=1261 frames, utt_pad_proportion=0.05836, over 7823.49 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3047, pruned_loss=0.07127, over 2474451.90 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06092, over 17771.39 utterances.], batch size: 45, lr: 5.28e-04
2022-08-23 14:33:57,332 INFO [train.py:927] (7/8) Epoch 6, batch 12850, libri_loss[loss=0.2352, simple_loss=0.3154, pruned_loss=0.07751, over 12477.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006444, over 37.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3059, pruned_loss=0.07195, over 2474706.23 frames. utt_duration=627.4 frames, utt_pad_proportion=0.05773, over 15815.25 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3089, pruned_loss=0.06966, over 2464188.90 frames. utt_duration=1252 frames, utt_pad_proportion=0.05916, over 7879.56 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3051, pruned_loss=0.0716, over 2474663.67 frames. utt_duration=583.8 frames, utt_pad_proportion=0.05813, over 16998.26 utterances.], batch size: 37, lr: 5.28e-04
2022-08-23 14:35:38,350 INFO [train.py:927] (7/8) Epoch 6, batch 12900, giga_loss[loss=0.2419, simple_loss=0.3231, pruned_loss=0.08037, over 12440.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03744, over 105.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3052, pruned_loss=0.07172, over 2474350.16 frames. utt_duration=633.8 frames, utt_pad_proportion=0.05431, over 15653.22 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3089, pruned_loss=0.06977, over 2464470.50 frames. utt_duration=1251 frames, utt_pad_proportion=0.05907, over 7888.80 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3045, pruned_loss=0.07139, over 2474243.79 frames. utt_duration=593.4 frames, utt_pad_proportion=0.05486, over 16722.12 utterances.], batch size: 105, lr: 5.28e-04
2022-08-23 14:37:17,478 INFO [train.py:927] (7/8) Epoch 6, batch 12950, giga_loss[loss=0.2059, simple_loss=0.2969, pruned_loss=0.05741, over 12309.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02968, over 74.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3025, pruned_loss=0.07053, over 2474499.68 frames. utt_duration=623.5 frames, utt_pad_proportion=0.05634, over 15912.82 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3088, pruned_loss=0.07, over 2464763.39 frames. utt_duration=1242 frames, utt_pad_proportion=0.06276, over 7946.42 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3019, pruned_loss=0.07008, over 2474328.66 frames. utt_duration=589 frames, utt_pad_proportion=0.05507, over 16845.98 utterances.], batch size: 74, lr: 5.28e-04
2022-08-23 14:38:56,414 INFO [train.py:927] (7/8) Epoch 6, batch 13000, giga_loss[loss=0.2229, simple_loss=0.3125, pruned_loss=0.06667, over 12323.00 frames. utt_duration=796.3 frames, utt_pad_proportion=0.03482, over 62.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3039, pruned_loss=0.07053, over 2474231.51 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06004, over 17057.63 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3092, pruned_loss=0.07052, over 2464686.17 frames. utt_duration=1245 frames, utt_pad_proportion=0.06155, over 7930.01 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3029, pruned_loss=0.06971, over 2474356.16 frames. utt_duration=551.3 frames, utt_pad_proportion=0.05934, over 18002.00 utterances.], batch size: 62, lr: 5.28e-04
2022-08-23 14:40:37,589 INFO [train.py:927] (7/8) Epoch 6, batch 13050, giga_loss[loss=0.204, simple_loss=0.2849, pruned_loss=0.06151, over 12391.00 frames. utt_duration=973.2 frames, utt_pad_proportion=0.0297, over 51.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3039, pruned_loss=0.07022, over 2474091.17 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05633, over 16905.91 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3097, pruned_loss=0.07076, over 2464572.31 frames. utt_duration=1247 frames, utt_pad_proportion=0.05986, over 7912.70 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3025, pruned_loss=0.06932, over 2474571.66 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05657, over 17957.14 utterances.], batch size: 51, lr: 5.28e-04
2022-08-23 14:42:19,074 INFO [train.py:927] (7/8) Epoch 6, batch 13100, giga_loss[loss=0.2318, simple_loss=0.3065, pruned_loss=0.07857, over 12440.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03536, over 123.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3021, pruned_loss=0.07099, over 2474658.93 frames. utt_duration=589.6 frames, utt_pad_proportion=0.05376, over 16831.55 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3095, pruned_loss=0.07081, over 2464158.44 frames. utt_duration=1251 frames, utt_pad_proportion=0.05922, over 7890.14 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3011, pruned_loss=0.07024, over 2475505.74 frames. utt_duration=558 frames, utt_pad_proportion=0.05431, over 17793.18 utterances.], batch size: 123, lr: 5.27e-04
2022-08-23 14:43:59,408 INFO [train.py:927] (7/8) Epoch 6, batch 13150, giga_loss[loss=0.244, simple_loss=0.324, pruned_loss=0.08197, over 12367.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04022, over 145.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3003, pruned_loss=0.07114, over 2474515.39 frames. utt_duration=577.9 frames, utt_pad_proportion=0.0549, over 17173.73 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3093, pruned_loss=0.07088, over 2463796.71 frames. utt_duration=1253 frames, utt_pad_proportion=0.05841, over 7875.22 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2995, pruned_loss=0.07046, over 2475769.91 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05557, over 18160.74 utterances.], batch size: 145, lr: 5.27e-04
2022-08-23 14:45:38,300 INFO [train.py:927] (7/8) Epoch 6, batch 13200, giga_loss[loss=0.2357, simple_loss=0.3122, pruned_loss=0.07961, over 12424.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05485, over 162.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.2981, pruned_loss=0.07045, over 2474437.00 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05712, over 17428.96 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3096, pruned_loss=0.07127, over 2463768.55 frames. utt_duration=1252 frames, utt_pad_proportion=0.05762, over 7878.76 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2969, pruned_loss=0.06957, over 2475651.55 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05785, over 18384.22 utterances.], batch size: 162, lr: 5.27e-04
2022-08-23 14:47:20,363 INFO [train.py:927] (7/8) Epoch 6, batch 13250, giga_loss[loss=0.1997, simple_loss=0.2802, pruned_loss=0.05956, over 12332.00 frames. utt_duration=1452 frames, utt_pad_proportion=0.0527, over 34.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.295, pruned_loss=0.06881, over 2474555.55 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05667, over 17131.43 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3101, pruned_loss=0.07143, over 2463713.45 frames. utt_duration=1254 frames, utt_pad_proportion=0.05663, over 7870.65 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2932, pruned_loss=0.0679, over 2475851.62 frames. utt_duration=547.1 frames, utt_pad_proportion=0.05765, over 18151.19 utterances.], batch size: 34, lr: 5.27e-04
2022-08-23 14:49:00,813 INFO [train.py:927] (7/8) Epoch 6, batch 13300, giga_loss[loss=0.1913, simple_loss=0.2758, pruned_loss=0.05343, over 12333.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03402, over 51.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2963, pruned_loss=0.06902, over 2474238.22 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05642, over 17345.38 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3108, pruned_loss=0.07171, over 2463600.63 frames. utt_duration=1257 frames, utt_pad_proportion=0.05602, over 7848.70 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2942, pruned_loss=0.068, over 2475517.20 frames. utt_duration=542.3 frames, utt_pad_proportion=0.05746, over 18308.97 utterances.], batch size: 51, lr: 5.27e-04
2022-08-23 14:50:40,667 INFO [train.py:927] (7/8) Epoch 6, batch 13350, giga_loss[loss=0.2444, simple_loss=0.3221, pruned_loss=0.08334, over 12356.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03193, over 85.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.2994, pruned_loss=0.0698, over 2473804.79 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05569, over 17361.93 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.311, pruned_loss=0.07194, over 2463387.78 frames. utt_duration=1258 frames, utt_pad_proportion=0.0553, over 7839.76 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2972, pruned_loss=0.06875, over 2475176.69 frames. utt_duration=542.5 frames, utt_pad_proportion=0.05683, over 18299.18 utterances.], batch size: 85, lr: 5.27e-04
2022-08-23 14:52:21,107 INFO [train.py:927] (7/8) Epoch 6, batch 13400, libri_loss[loss=0.2191, simple_loss=0.2902, pruned_loss=0.07405, over 12267.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007919, over 32.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3016, pruned_loss=0.0709, over 2474103.87 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05845, over 17672.26 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3107, pruned_loss=0.07209, over 2463526.19 frames. utt_duration=1262 frames, utt_pad_proportion=0.05448, over 7816.08 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.2999, pruned_loss=0.06986, over 2475329.54 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05958, over 18672.26 utterances.], batch size: 32, lr: 5.27e-04
2022-08-23 14:54:06,571 INFO [train.py:927] (7/8) Epoch 6, batch 13450, giga_loss[loss=0.2424, simple_loss=0.3159, pruned_loss=0.08445, over 12357.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03228, over 51.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3072, pruned_loss=0.07527, over 2474162.51 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06235, over 18105.91 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3107, pruned_loss=0.07237, over 2463287.35 frames. utt_duration=1253 frames, utt_pad_proportion=0.05826, over 7870.57 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3058, pruned_loss=0.07422, over 2475617.09 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06177, over 19079.01 utterances.], batch size: 51, lr: 5.27e-04
2022-08-23 14:55:47,324 INFO [train.py:927] (7/8) Epoch 6, batch 13500, giga_loss[loss=0.2562, simple_loss=0.3312, pruned_loss=0.09057, over 12353.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0304, over 85.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3141, pruned_loss=0.07984, over 2474363.80 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06185, over 18226.30 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3107, pruned_loss=0.07265, over 2463529.86 frames. utt_duration=1247 frames, utt_pad_proportion=0.06156, over 7910.87 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3129, pruned_loss=0.07884, over 2475576.13 frames. utt_duration=517.5 frames, utt_pad_proportion=0.0601, over 19191.02 utterances.], batch size: 85, lr: 5.27e-04
2022-08-23 14:57:31,016 INFO [train.py:927] (7/8) Epoch 6, batch 13550, giga_loss[loss=0.2948, simple_loss=0.3586, pruned_loss=0.1156, over 12410.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04313, over 146.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3219, pruned_loss=0.08549, over 2474263.93 frames. utt_duration=534.5 frames, utt_pad_proportion=0.0611, over 18568.46 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.311, pruned_loss=0.07273, over 2463607.95 frames. utt_duration=1249 frames, utt_pad_proportion=0.06108, over 7902.27 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3208, pruned_loss=0.08474, over 2475297.16 frames. utt_duration=510 frames, utt_pad_proportion=0.05995, over 19470.76 utterances.], batch size: 146, lr: 5.27e-04
2022-08-23 14:59:15,911 INFO [train.py:927] (7/8) Epoch 6, batch 13600, giga_loss[loss=0.2253, simple_loss=0.3066, pruned_loss=0.07199, over 12260.00 frames. utt_duration=1023 frames, utt_pad_proportion=0.03491, over 48.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3255, pruned_loss=0.08882, over 2473069.33 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06657, over 18735.17 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.311, pruned_loss=0.07289, over 2463452.19 frames. utt_duration=1247 frames, utt_pad_proportion=0.06072, over 7908.97 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3249, pruned_loss=0.08834, over 2474234.31 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06559, over 19633.61 utterances.], batch size: 48, lr: 5.27e-04
2022-08-23 15:01:04,187 INFO [train.py:927] (7/8) Epoch 6, batch 13650, giga_loss[loss=0.3182, simple_loss=0.3709, pruned_loss=0.1328, over 12396.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06388, over 183.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3307, pruned_loss=0.09404, over 2473560.90 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07432, over 19910.44 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3111, pruned_loss=0.07317, over 2463469.75 frames. utt_duration=1239 frames, utt_pad_proportion=0.06339, over 7964.08 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3306, pruned_loss=0.094, over 2474826.59 frames. utt_duration=474 frames, utt_pad_proportion=0.07257, over 20951.59 utterances.], batch size: 183, lr: 5.26e-04
2022-08-23 15:02:51,697 INFO [train.py:927] (7/8) Epoch 6, batch 13700, giga_loss[loss=0.3668, simple_loss=0.3925, pruned_loss=0.1705, over 12393.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07796, over 213.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3362, pruned_loss=0.0992, over 2473417.19 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07867, over 20825.88 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3112, pruned_loss=0.07371, over 2463572.46 frames. utt_duration=1241 frames, utt_pad_proportion=0.06207, over 7950.45 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3368, pruned_loss=0.09945, over 2474665.67 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07776, over 22091.60 utterances.], batch size: 213, lr: 5.26e-04
2022-08-23 15:04:41,015 INFO [train.py:927] (7/8) Epoch 6, batch 13750, libri_loss[loss=0.228, simple_loss=0.3148, pruned_loss=0.07056, over 12127.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006324, over 32.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3385, pruned_loss=0.1028, over 2472998.16 frames. utt_duration=452.3 frames, utt_pad_proportion=0.08731, over 21943.08 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3113, pruned_loss=0.07364, over 2463127.55 frames. utt_duration=1245 frames, utt_pad_proportion=0.06153, over 7925.34 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3393, pruned_loss=0.1035, over 2474544.28 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08648, over 23156.80 utterances.], batch size: 32, lr: 5.26e-04
2022-08-23 15:06:25,040 INFO [train.py:927] (7/8) Epoch 6, batch 13800, giga_loss[loss=0.2537, simple_loss=0.3198, pruned_loss=0.09382, over 12233.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03103, over 42.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3389, pruned_loss=0.1022, over 2472165.08 frames. utt_duration=458.5 frames, utt_pad_proportion=0.08658, over 21637.64 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.311, pruned_loss=0.07376, over 2463093.37 frames. utt_duration=1247 frames, utt_pad_proportion=0.06102, over 7911.05 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3402, pruned_loss=0.1031, over 2473568.47 frames. utt_duration=434.3 frames, utt_pad_proportion=0.08627, over 22860.49 utterances.], batch size: 42, lr: 5.26e-04
2022-08-23 15:08:06,793 INFO [train.py:927] (7/8) Epoch 6, batch 13850, giga_loss[loss=0.2413, simple_loss=0.3226, pruned_loss=0.07999, over 12386.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02567, over 66.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3391, pruned_loss=0.1024, over 2472934.92 frames. utt_duration=433.3 frames, utt_pad_proportion=0.09001, over 22905.99 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3107, pruned_loss=0.07385, over 2463154.07 frames. utt_duration=1248 frames, utt_pad_proportion=0.06072, over 7901.40 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3411, pruned_loss=0.1037, over 2474204.29 frames. utt_duration=410.1 frames, utt_pad_proportion=0.08987, over 24220.78 utterances.], batch size: 66, lr: 5.26e-04
2022-08-23 15:09:55,222 INFO [train.py:927] (7/8) Epoch 6, batch 13900, giga_loss[loss=0.2441, simple_loss=0.3219, pruned_loss=0.08312, over 12421.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3369, pruned_loss=0.09893, over 2473415.00 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08345, over 22125.92 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3108, pruned_loss=0.07407, over 2463385.23 frames. utt_duration=1249 frames, utt_pad_proportion=0.05972, over 7895.97 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3391, pruned_loss=0.1004, over 2474427.23 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08418, over 23506.94 utterances.], batch size: 183, lr: 5.26e-04
2022-08-23 15:11:39,915 INFO [train.py:927] (7/8) Epoch 6, batch 13950, giga_loss[loss=0.2753, simple_loss=0.3315, pruned_loss=0.1096, over 12391.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07449, over 213.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3346, pruned_loss=0.09686, over 2473584.81 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08049, over 22151.98 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3104, pruned_loss=0.07406, over 2463431.96 frames. utt_duration=1254 frames, utt_pad_proportion=0.0584, over 7864.60 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3372, pruned_loss=0.09864, over 2474619.82 frames. utt_duration=419.9 frames, utt_pad_proportion=0.0818, over 23657.37 utterances.], batch size: 213, lr: 5.26e-04
2022-08-23 15:13:24,909 INFO [train.py:927] (7/8) Epoch 6, batch 14000, giga_loss[loss=0.3306, simple_loss=0.3733, pruned_loss=0.144, over 12377.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1016, over 257.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3328, pruned_loss=0.09531, over 2473593.66 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07458, over 21337.50 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3105, pruned_loss=0.07403, over 2463507.54 frames. utt_duration=1258 frames, utt_pad_proportion=0.05759, over 7842.46 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3353, pruned_loss=0.09713, over 2474521.03 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07635, over 22800.57 utterances.], batch size: 257, lr: 5.26e-04
2022-08-23 15:15:18,039 INFO [train.py:927] (7/8) Epoch 6, batch 14050, giga_loss[loss=0.2599, simple_loss=0.3308, pruned_loss=0.09455, over 12440.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03612, over 105.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3322, pruned_loss=0.09443, over 2474093.16 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07279, over 20916.36 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3107, pruned_loss=0.07437, over 2463911.07 frames. utt_duration=1245 frames, utt_pad_proportion=0.06192, over 7925.07 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3342, pruned_loss=0.09585, over 2474608.21 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07315, over 22175.33 utterances.], batch size: 105, lr: 5.26e-04
2022-08-23 15:17:05,682 INFO [train.py:927] (7/8) Epoch 6, batch 14100, giga_loss[loss=0.2298, simple_loss=0.322, pruned_loss=0.06882, over 12349.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02732, over 66.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.333, pruned_loss=0.09233, over 2474432.82 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06727, over 20179.03 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3109, pruned_loss=0.07454, over 2463870.52 frames. utt_duration=1248 frames, utt_pad_proportion=0.06149, over 7908.87 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3347, pruned_loss=0.09345, over 2474960.48 frames. utt_duration=466.4 frames, utt_pad_proportion=0.068, over 21292.10 utterances.], batch size: 66, lr: 5.26e-04
2022-08-23 15:18:53,094 INFO [train.py:927] (7/8) Epoch 6, batch 14150, giga_loss[loss=0.2287, simple_loss=0.3092, pruned_loss=0.07408, over 12369.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02843, over 70.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.332, pruned_loss=0.0921, over 2474506.78 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06653, over 19807.40 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3111, pruned_loss=0.07499, over 2463932.66 frames. utt_duration=1250 frames, utt_pad_proportion=0.06001, over 7894.17 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3338, pruned_loss=0.09315, over 2475191.89 frames. utt_duration=471 frames, utt_pad_proportion=0.06775, over 21084.13 utterances.], batch size: 70, lr: 5.26e-04
2022-08-23 15:20:39,959 INFO [train.py:927] (7/8) Epoch 6, batch 14200, giga_loss[loss=0.2692, simple_loss=0.3335, pruned_loss=0.1024, over 12401.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07795, over 213.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3303, pruned_loss=0.09162, over 2474536.20 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06642, over 19530.91 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.312, pruned_loss=0.07568, over 2464089.58 frames. utt_duration=1249 frames, utt_pad_proportion=0.05917, over 7898.68 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3314, pruned_loss=0.0922, over 2475204.51 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06775, over 20807.98 utterances.], batch size: 213, lr: 5.26e-04
2022-08-23 15:22:27,261 INFO [train.py:927] (7/8) Epoch 6, batch 14250, giga_loss[loss=0.2603, simple_loss=0.3348, pruned_loss=0.09293, over 12424.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04297, over 31.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3295, pruned_loss=0.09136, over 2474567.45 frames. utt_duration=486 frames, utt_pad_proportion=0.07292, over 20426.97 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3123, pruned_loss=0.07583, over 2464439.53 frames. utt_duration=1249 frames, utt_pad_proportion=0.05852, over 7903.17 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3304, pruned_loss=0.09191, over 2474915.21 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07388, over 21599.54 utterances.], batch size: 31, lr: 5.25e-04
2022-08-23 15:24:09,482 INFO [train.py:927] (7/8) Epoch 6, batch 14300, libri_loss[loss=0.2867, simple_loss=0.3651, pruned_loss=0.1042, over 12342.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01579, over 41.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3297, pruned_loss=0.09055, over 2474510.23 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07445, over 20027.55 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3129, pruned_loss=0.07619, over 2464454.61 frames. utt_duration=1250 frames, utt_pad_proportion=0.05786, over 7898.68 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3299, pruned_loss=0.09085, over 2474919.56 frames. utt_duration=469.7 frames, utt_pad_proportion=0.0755, over 21140.72 utterances.], batch size: 41, lr: 5.25e-04
2022-08-23 15:25:55,199 INFO [train.py:927] (7/8) Epoch 6, batch 14350, libri_loss[loss=0.2669, simple_loss=0.3427, pruned_loss=0.09555, over 12463.00 frames. utt_duration=960.2 frames, utt_pad_proportion=0.07046, over 52.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3279, pruned_loss=0.08977, over 2474366.83 frames. utt_duration=508.4 frames, utt_pad_proportion=0.07108, over 19522.43 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3132, pruned_loss=0.07632, over 2464785.91 frames. utt_duration=1250 frames, utt_pad_proportion=0.05726, over 7898.83 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3282, pruned_loss=0.09012, over 2474561.95 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07238, over 20611.78 utterances.], batch size: 52, lr: 5.25e-04
2022-08-23 15:27:38,519 INFO [train.py:927] (7/8) Epoch 6, batch 14400, giga_loss[loss=0.3164, simple_loss=0.3592, pruned_loss=0.1369, over 12350.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3275, pruned_loss=0.09032, over 2474661.56 frames. utt_duration=508.1 frames, utt_pad_proportion=0.0732, over 19538.11 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3141, pruned_loss=0.07737, over 2465063.74 frames. utt_duration=1223 frames, utt_pad_proportion=0.06628, over 8072.83 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3273, pruned_loss=0.09, over 2474790.81 frames. utt_duration=484 frames, utt_pad_proportion=0.07135, over 20515.75 utterances.], batch size: 258, lr: 5.25e-04
2022-08-23 15:29:25,290 INFO [train.py:927] (7/8) Epoch 6, batch 14450, giga_loss[loss=0.2595, simple_loss=0.3266, pruned_loss=0.0962, over 12392.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05173, over 34.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3252, pruned_loss=0.08978, over 2474213.15 frames. utt_duration=513.3 frames, utt_pad_proportion=0.07027, over 19335.33 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3142, pruned_loss=0.07776, over 2465045.59 frames. utt_duration=1227 frames, utt_pad_proportion=0.06505, over 8045.28 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3252, pruned_loss=0.08944, over 2474534.07 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06936, over 20397.89 utterances.], batch size: 34, lr: 5.25e-04
2022-08-23 15:31:09,081 INFO [train.py:927] (7/8) Epoch 6, batch 14500, libri_loss[loss=0.1846, simple_loss=0.2597, pruned_loss=0.05471, over 12255.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01214, over 28.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3248, pruned_loss=0.09029, over 2474351.28 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07355, over 19929.29 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.314, pruned_loss=0.07815, over 2465297.02 frames. utt_duration=1222 frames, utt_pad_proportion=0.06831, over 8081.25 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3253, pruned_loss=0.09002, over 2474646.16 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07166, over 21087.16 utterances.], batch size: 28, lr: 5.25e-04
2022-08-23 15:32:58,788 INFO [train.py:927] (7/8) Epoch 6, batch 14550, giga_loss[loss=0.2914, simple_loss=0.3512, pruned_loss=0.1158, over 12419.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03887, over 133.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3247, pruned_loss=0.08933, over 2474629.82 frames. utt_duration=503.2 frames, utt_pad_proportion=0.0701, over 19727.92 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3137, pruned_loss=0.078, over 2465107.02 frames. utt_duration=1220 frames, utt_pad_proportion=0.06851, over 8092.14 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3255, pruned_loss=0.08939, over 2475128.41 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06872, over 20782.24 utterances.], batch size: 133, lr: 5.25e-04
2022-08-23 15:34:41,417 INFO [train.py:927] (7/8) Epoch 6, batch 14600, giga_loss[loss=0.2445, simple_loss=0.3218, pruned_loss=0.08361, over 12378.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03074, over 122.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3244, pruned_loss=0.08974, over 2474638.72 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07097, over 19738.45 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3131, pruned_loss=0.07806, over 2465266.48 frames. utt_duration=1228 frames, utt_pad_proportion=0.06621, over 8040.17 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3259, pruned_loss=0.09016, over 2475255.73 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07059, over 21100.01 utterances.], batch size: 122, lr: 5.25e-04
2022-08-23 15:36:26,834 INFO [train.py:927] (7/8) Epoch 6, batch 14650, giga_loss[loss=0.2469, simple_loss=0.3203, pruned_loss=0.08675, over 12354.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02957, over 70.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3289, pruned_loss=0.09375, over 2474468.47 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0725, over 20652.98 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.313, pruned_loss=0.07823, over 2465045.70 frames. utt_duration=1234 frames, utt_pad_proportion=0.0645, over 7999.45 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3307, pruned_loss=0.09436, over 2475476.58 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07272, over 22178.32 utterances.], batch size: 70, lr: 5.25e-04
2022-08-23 15:38:11,506 INFO [train.py:927] (7/8) Epoch 6, batch 14700, giga_loss[loss=0.2361, simple_loss=0.3081, pruned_loss=0.08205, over 12357.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.02309, over 45.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3285, pruned_loss=0.09436, over 2474987.73 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07567, over 20780.88 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.313, pruned_loss=0.07842, over 2465040.26 frames. utt_duration=1235 frames, utt_pad_proportion=0.06406, over 7996.16 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3303, pruned_loss=0.09505, over 2476030.31 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07588, over 22296.23 utterances.], batch size: 45, lr: 5.25e-04
2022-08-23 15:39:57,180 INFO [train.py:927] (7/8) Epoch 6, batch 14750, giga_loss[loss=0.2342, simple_loss=0.3188, pruned_loss=0.07483, over 12319.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02834, over 74.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3272, pruned_loss=0.09352, over 2474552.83 frames. utt_duration=488.6 frames, utt_pad_proportion=0.0726, over 20319.42 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.313, pruned_loss=0.07837, over 2465017.06 frames. utt_duration=1236 frames, utt_pad_proportion=0.06383, over 7988.18 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3287, pruned_loss=0.09417, over 2475435.82 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07303, over 21570.30 utterances.], batch size: 74, lr: 5.25e-04
2022-08-23 15:41:39,590 INFO [train.py:927] (7/8) Epoch 6, batch 14800, giga_loss[loss=0.2373, simple_loss=0.2927, pruned_loss=0.091, over 12361.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1949, over 365.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3271, pruned_loss=0.09124, over 2473624.93 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07184, over 20082.27 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3141, pruned_loss=0.07859, over 2464872.49 frames. utt_duration=1239 frames, utt_pad_proportion=0.06284, over 7965.61 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3275, pruned_loss=0.09181, over 2474625.19 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07261, over 21325.33 utterances.], batch size: 365, lr: 5.24e-04
2022-08-23 15:43:26,820 INFO [train.py:927] (7/8) Epoch 6, batch 14850, giga_loss[loss=0.2192, simple_loss=0.3022, pruned_loss=0.06814, over 12407.00 frames. utt_duration=710.4 frames, utt_pad_proportion=0.02555, over 70.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3245, pruned_loss=0.08985, over 2473571.99 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07071, over 19903.78 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3145, pruned_loss=0.07909, over 2464655.07 frames. utt_duration=1230 frames, utt_pad_proportion=0.06549, over 8023.30 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3249, pruned_loss=0.09033, over 2474963.44 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07055, over 21379.87 utterances.], batch size: 70, lr: 5.24e-04
2022-08-23 15:45:10,444 INFO [train.py:927] (7/8) Epoch 6, batch 14900, giga_loss[loss=0.3282, simple_loss=0.3856, pruned_loss=0.1354, over 12427.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06131, over 183.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3253, pruned_loss=0.09091, over 2474547.54 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07037, over 20099.30 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3148, pruned_loss=0.07937, over 2464907.11 frames. utt_duration=1221 frames, utt_pad_proportion=0.06848, over 8085.52 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3255, pruned_loss=0.09124, over 2475615.80 frames. utt_duration=463.6 frames, utt_pad_proportion=0.06926, over 21426.87 utterances.], batch size: 183, lr: 5.24e-04
2022-08-23 15:46:58,357 INFO [train.py:927] (7/8) Epoch 6, batch 14950, giga_loss[loss=0.3453, simple_loss=0.3848, pruned_loss=0.1529, over 12365.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1088, over 259.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3291, pruned_loss=0.0919, over 2474514.93 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07059, over 19928.80 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3155, pruned_loss=0.08014, over 2465451.38 frames. utt_duration=1206 frames, utt_pad_proportion=0.07208, over 8185.22 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.329, pruned_loss=0.09177, over 2475125.19 frames. utt_duration=467.9 frames, utt_pad_proportion=0.06837, over 21226.44 utterances.], batch size: 259, lr: 5.24e-04
2022-08-23 15:48:42,239 INFO [train.py:927] (7/8) Epoch 6, batch 15000, libri_loss[loss=0.2624, simple_loss=0.3371, pruned_loss=0.09384, over 12272.00 frames. utt_duration=964.3 frames, utt_pad_proportion=0.06655, over 51.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3316, pruned_loss=0.09282, over 2474655.65 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07229, over 20411.04 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3154, pruned_loss=0.0802, over 2465608.18 frames. utt_duration=1207 frames, utt_pad_proportion=0.07153, over 8180.53 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3318, pruned_loss=0.09284, over 2475119.51 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07069, over 21618.06 utterances.], batch size: 51, lr: 5.24e-04
2022-08-23 15:48:42,240 INFO [train.py:958] (7/8) Computing validation loss
2022-08-23 15:48:56,175 INFO [train.py:967] (7/8) Epoch 6, validation: loss=0.1852, simple_loss=0.2951, pruned_loss=0.03762, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 15:50:39,643 INFO [train.py:927] (7/8) Epoch 6, batch 15050, giga_loss[loss=0.2363, simple_loss=0.3173, pruned_loss=0.07766, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03004, over 42.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3316, pruned_loss=0.09327, over 2474158.92 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06846, over 19800.29 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.315, pruned_loss=0.08015, over 2465779.68 frames. utt_duration=1216 frames, utt_pad_proportion=0.07005, over 8123.76 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3325, pruned_loss=0.09367, over 2474626.99 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06785, over 21139.62 utterances.], batch size: 42, lr: 5.24e-04
2022-08-23 15:52:23,513 INFO [train.py:927] (7/8) Epoch 6, batch 15100, giga_loss[loss=0.2894, simple_loss=0.3588, pruned_loss=0.11, over 12378.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03473, over 122.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.33, pruned_loss=0.09243, over 2474461.31 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06318, over 19202.16 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3147, pruned_loss=0.08009, over 2465671.42 frames. utt_duration=1216 frames, utt_pad_proportion=0.06999, over 8119.26 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3314, pruned_loss=0.09303, over 2475084.69 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06297, over 20472.61 utterances.], batch size: 122, lr: 5.24e-04
2022-08-23 15:54:04,420 INFO [train.py:927] (7/8) Epoch 6, batch 15150, giga_loss[loss=0.2294, simple_loss=0.3133, pruned_loss=0.07275, over 12415.00 frames. utt_duration=975 frames, utt_pad_proportion=0.02691, over 51.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3284, pruned_loss=0.09218, over 2474688.22 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06299, over 19368.34 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3143, pruned_loss=0.07987, over 2465654.77 frames. utt_duration=1216 frames, utt_pad_proportion=0.06982, over 8122.61 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.33, pruned_loss=0.09299, over 2475310.68 frames. utt_duration=484.2 frames, utt_pad_proportion=0.06286, over 20510.43 utterances.], batch size: 51, lr: 5.24e-04
2022-08-23 15:55:49,090 INFO [train.py:927] (7/8) Epoch 6, batch 15200, giga_loss[loss=0.2093, simple_loss=0.2839, pruned_loss=0.06733, over 12360.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03092, over 51.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3292, pruned_loss=0.09376, over 2474316.73 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06696, over 19713.55 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3151, pruned_loss=0.08059, over 2465760.51 frames. utt_duration=1193 frames, utt_pad_proportion=0.07653, over 8281.05 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.33, pruned_loss=0.094, over 2474877.59 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06427, over 20681.02 utterances.], batch size: 51, lr: 5.24e-04
2022-08-23 15:57:30,151 INFO [train.py:927] (7/8) Epoch 6, batch 15250, giga_loss[loss=0.3299, simple_loss=0.3739, pruned_loss=0.1429, over 12411.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07597, over 213.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3267, pruned_loss=0.09251, over 2474295.38 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06979, over 19632.03 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.315, pruned_loss=0.08081, over 2465995.77 frames. utt_duration=1199 frames, utt_pad_proportion=0.07477, over 8240.42 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.328, pruned_loss=0.09305, over 2474908.57 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06801, over 20992.38 utterances.], batch size: 213, lr: 5.24e-04
2022-08-23 15:59:11,183 INFO [train.py:927] (7/8) Epoch 6, batch 15300, giga_loss[loss=0.3478, simple_loss=0.3819, pruned_loss=0.1569, over 12369.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1018, over 257.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3277, pruned_loss=0.09255, over 2474507.81 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07356, over 19834.53 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3152, pruned_loss=0.08118, over 2465966.26 frames. utt_duration=1193 frames, utt_pad_proportion=0.0769, over 8281.23 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3289, pruned_loss=0.09292, over 2475220.20 frames. utt_duration=470 frames, utt_pad_proportion=0.07121, over 21132.95 utterances.], batch size: 257, lr: 5.24e-04
2022-08-23 16:00:56,017 INFO [train.py:927] (7/8) Epoch 6, batch 15350, giga_loss[loss=0.2716, simple_loss=0.3433, pruned_loss=0.09997, over 12457.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03359, over 86.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3283, pruned_loss=0.09316, over 2475212.96 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07198, over 20072.17 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3155, pruned_loss=0.08149, over 2466149.89 frames. utt_duration=1194 frames, utt_pad_proportion=0.07609, over 8271.99 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3291, pruned_loss=0.09332, over 2475727.14 frames. utt_duration=467 frames, utt_pad_proportion=0.07051, over 21271.53 utterances.], batch size: 86, lr: 5.23e-04
2022-08-23 16:02:37,806 INFO [train.py:927] (7/8) Epoch 6, batch 15400, giga_loss[loss=0.3358, simple_loss=0.3698, pruned_loss=0.1509, over 12352.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.332, pruned_loss=0.09427, over 2474466.90 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07602, over 20873.63 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.316, pruned_loss=0.08183, over 2466110.62 frames. utt_duration=1195 frames, utt_pad_proportion=0.07523, over 8262.00 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3323, pruned_loss=0.09424, over 2475012.42 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07497, over 21984.32 utterances.], batch size: 369, lr: 5.23e-04
2022-08-23 16:04:21,532 INFO [train.py:927] (7/8) Epoch 6, batch 15450, giga_loss[loss=0.2994, simple_loss=0.3567, pruned_loss=0.121, over 12420.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03848, over 133.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3357, pruned_loss=0.09696, over 2473408.39 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07585, over 21008.72 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3162, pruned_loss=0.08197, over 2465997.51 frames. utt_duration=1197 frames, utt_pad_proportion=0.07442, over 8251.84 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3361, pruned_loss=0.09705, over 2474053.10 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07533, over 22128.74 utterances.], batch size: 133, lr: 5.23e-04
2022-08-23 16:06:01,357 INFO [train.py:927] (7/8) Epoch 6, batch 15500, giga_loss[loss=0.2881, simple_loss=0.3557, pruned_loss=0.1102, over 12365.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04123, over 113.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3359, pruned_loss=0.0979, over 2474638.80 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07625, over 20770.27 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3158, pruned_loss=0.0822, over 2466507.58 frames. utt_duration=1200 frames, utt_pad_proportion=0.07253, over 8230.13 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3376, pruned_loss=0.09858, over 2475131.48 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07642, over 22377.99 utterances.], batch size: 113, lr: 5.23e-04
2022-08-23 16:07:44,143 INFO [train.py:927] (7/8) Epoch 6, batch 15550, giga_loss[loss=0.2513, simple_loss=0.3309, pruned_loss=0.08588, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.0356, over 33.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3348, pruned_loss=0.09664, over 2474414.52 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07355, over 21012.25 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3154, pruned_loss=0.08203, over 2466508.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.07139, over 8198.38 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3372, pruned_loss=0.09784, over 2475063.97 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07429, over 22745.63 utterances.], batch size: 33, lr: 5.23e-04
2022-08-23 16:09:27,150 INFO [train.py:927] (7/8) Epoch 6, batch 15600, giga_loss[loss=0.3215, simple_loss=0.361, pruned_loss=0.141, over 12352.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3344, pruned_loss=0.09509, over 2474033.27 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07729, over 21327.65 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3158, pruned_loss=0.08231, over 2466774.69 frames. utt_duration=1199 frames, utt_pad_proportion=0.0739, over 8238.12 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3366, pruned_loss=0.09625, over 2474552.64 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07686, over 23107.60 utterances.], batch size: 370, lr: 5.23e-04
2022-08-23 16:11:08,913 INFO [train.py:927] (7/8) Epoch 6, batch 15650, giga_loss[loss=0.2911, simple_loss=0.3507, pruned_loss=0.1158, over 12379.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07462, over 212.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3348, pruned_loss=0.09468, over 2474152.84 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07538, over 21383.56 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3163, pruned_loss=0.08238, over 2466879.97 frames. utt_duration=1202 frames, utt_pad_proportion=0.07274, over 8217.50 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3364, pruned_loss=0.09577, over 2474598.68 frames. utt_duration=431 frames, utt_pad_proportion=0.07554, over 23042.82 utterances.], batch size: 212, lr: 5.23e-04
2022-08-23 16:12:52,064 INFO [train.py:927] (7/8) Epoch 6, batch 15700, giga_loss[loss=0.257, simple_loss=0.325, pruned_loss=0.09453, over 12450.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05334, over 162.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3322, pruned_loss=0.09328, over 2474352.11 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07408, over 20756.25 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.316, pruned_loss=0.08213, over 2467055.32 frames. utt_duration=1206 frames, utt_pad_proportion=0.07184, over 8192.07 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3342, pruned_loss=0.09464, over 2474712.19 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07462, over 22396.90 utterances.], batch size: 162, lr: 5.23e-04
2022-08-23 16:14:34,129 INFO [train.py:927] (7/8) Epoch 6, batch 15750, giga_loss[loss=0.2555, simple_loss=0.3219, pruned_loss=0.0946, over 12350.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03989, over 113.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3301, pruned_loss=0.09271, over 2474727.66 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07153, over 20533.69 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3158, pruned_loss=0.08207, over 2466857.60 frames. utt_duration=1207 frames, utt_pad_proportion=0.07122, over 8185.95 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3324, pruned_loss=0.0942, over 2475441.16 frames. utt_duration=446.4 frames, utt_pad_proportion=0.0723, over 22255.33 utterances.], batch size: 113, lr: 5.23e-04
2022-08-23 16:16:15,863 INFO [train.py:927] (7/8) Epoch 6, batch 15800, giga_loss[loss=0.2324, simple_loss=0.3138, pruned_loss=0.07552, over 12418.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02715, over 58.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3298, pruned_loss=0.09365, over 2475237.56 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07575, over 21162.89 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.316, pruned_loss=0.08216, over 2467001.50 frames. utt_duration=1205 frames, utt_pad_proportion=0.07087, over 8198.04 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3315, pruned_loss=0.09484, over 2475745.45 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07621, over 22613.42 utterances.], batch size: 58, lr: 5.23e-04
2022-08-23 16:17:57,083 INFO [train.py:927] (7/8) Epoch 6, batch 15850, giga_loss[loss=0.2091, simple_loss=0.3033, pruned_loss=0.05739, over 12375.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03173, over 62.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3261, pruned_loss=0.09043, over 2474659.24 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07581, over 21043.37 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3161, pruned_loss=0.08224, over 2466944.49 frames. utt_duration=1206 frames, utt_pad_proportion=0.07059, over 8194.05 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3275, pruned_loss=0.09133, over 2475147.25 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07628, over 22241.96 utterances.], batch size: 62, lr: 5.23e-04
2022-08-23 16:19:45,047 INFO [train.py:927] (7/8) Epoch 6, batch 15900, giga_loss[loss=0.2824, simple_loss=0.3439, pruned_loss=0.1105, over 12419.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06208, over 183.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3243, pruned_loss=0.08929, over 2474984.33 frames. utt_duration=446 frames, utt_pad_proportion=0.08092, over 22272.37 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.316, pruned_loss=0.08224, over 2466754.64 frames. utt_duration=1210 frames, utt_pad_proportion=0.07025, over 8167.18 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3255, pruned_loss=0.09006, over 2475618.90 frames. utt_duration=425.1 frames, utt_pad_proportion=0.08121, over 23373.99 utterances.], batch size: 183, lr: 5.22e-04
2022-08-23 16:21:30,806 INFO [train.py:927] (7/8) Epoch 6, batch 15950, giga_loss[loss=0.2866, simple_loss=0.352, pruned_loss=0.1106, over 12416.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04301, over 146.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3221, pruned_loss=0.08849, over 2475529.90 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07702, over 21677.75 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3165, pruned_loss=0.08242, over 2466781.80 frames. utt_duration=1203 frames, utt_pad_proportion=0.07108, over 8211.30 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3227, pruned_loss=0.08904, over 2476121.43 frames. utt_duration=438 frames, utt_pad_proportion=0.07726, over 22689.98 utterances.], batch size: 146, lr: 5.22e-04
2022-08-23 16:23:13,353 INFO [train.py:927] (7/8) Epoch 6, batch 16000, giga_loss[loss=0.2583, simple_loss=0.3269, pruned_loss=0.09484, over 12366.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03139, over 58.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3238, pruned_loss=0.08945, over 2474799.24 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07576, over 21488.61 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3158, pruned_loss=0.08222, over 2466568.19 frames. utt_duration=1210 frames, utt_pad_proportion=0.06986, over 8163.51 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.325, pruned_loss=0.09021, over 2475660.29 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07643, over 22635.99 utterances.], batch size: 58, lr: 5.22e-04
2022-08-23 16:24:56,205 INFO [train.py:927] (7/8) Epoch 6, batch 16050, giga_loss[loss=0.2229, simple_loss=0.3011, pruned_loss=0.0723, over 12399.00 frames. utt_duration=662.7 frames, utt_pad_proportion=0.03113, over 75.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3227, pruned_loss=0.08856, over 2474907.82 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07362, over 21282.80 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3152, pruned_loss=0.08189, over 2466078.13 frames. utt_duration=1206 frames, utt_pad_proportion=0.07223, over 8189.89 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3244, pruned_loss=0.08963, over 2476263.97 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07343, over 22528.96 utterances.], batch size: 75, lr: 5.22e-04
2022-08-23 16:26:39,858 INFO [train.py:927] (7/8) Epoch 6, batch 16100, giga_loss[loss=0.2761, simple_loss=0.3291, pruned_loss=0.1115, over 12347.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2027, over 368.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3249, pruned_loss=0.09019, over 2475036.10 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07167, over 21059.33 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3152, pruned_loss=0.08192, over 2466624.54 frames. utt_duration=1207 frames, utt_pad_proportion=0.0711, over 8183.10 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3265, pruned_loss=0.09119, over 2475821.29 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07197, over 22351.48 utterances.], batch size: 368, lr: 5.22e-04
2022-08-23 16:28:23,450 INFO [train.py:927] (7/8) Epoch 6, batch 16150, giga_loss[loss=0.2106, simple_loss=0.3096, pruned_loss=0.05586, over 12427.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04898, over 34.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.327, pruned_loss=0.09159, over 2474835.17 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07156, over 20606.79 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3154, pruned_loss=0.08219, over 2466497.89 frames. utt_duration=1210 frames, utt_pad_proportion=0.06961, over 8162.03 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3284, pruned_loss=0.09243, over 2475858.31 frames. utt_duration=450.5 frames, utt_pad_proportion=0.0723, over 22054.28 utterances.], batch size: 34, lr: 5.22e-04
2022-08-23 16:30:13,976 INFO [train.py:927] (7/8) Epoch 6, batch 16200, giga_loss[loss=0.2799, simple_loss=0.3603, pruned_loss=0.09975, over 12394.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02924, over 58.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3272, pruned_loss=0.09174, over 2475053.89 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07743, over 20954.81 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3156, pruned_loss=0.08225, over 2466710.93 frames. utt_duration=1211 frames, utt_pad_proportion=0.0687, over 8155.75 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3283, pruned_loss=0.09254, over 2475836.25 frames. utt_duration=444.9 frames, utt_pad_proportion=0.078, over 22331.26 utterances.], batch size: 58, lr: 5.22e-04
2022-08-23 16:31:57,535 INFO [train.py:927] (7/8) Epoch 6, batch 16250, giga_loss[loss=0.3388, simple_loss=0.3769, pruned_loss=0.1504, over 12384.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1046, over 258.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3275, pruned_loss=0.09058, over 2475292.01 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07096, over 20574.42 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3151, pruned_loss=0.08204, over 2466507.34 frames. utt_duration=1220 frames, utt_pad_proportion=0.06709, over 8096.25 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3292, pruned_loss=0.09169, over 2476369.15 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07239, over 22139.75 utterances.], batch size: 258, lr: 5.22e-04
2022-08-23 16:33:43,619 INFO [train.py:927] (7/8) Epoch 6, batch 16300, giga_loss[loss=0.236, simple_loss=0.316, pruned_loss=0.07806, over 12424.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.02802, over 62.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3262, pruned_loss=0.09014, over 2475318.67 frames. utt_duration=483 frames, utt_pad_proportion=0.07219, over 20562.10 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3149, pruned_loss=0.08191, over 2466383.23 frames. utt_duration=1216 frames, utt_pad_proportion=0.06888, over 8124.03 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3282, pruned_loss=0.09143, over 2476613.88 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07277, over 22206.36 utterances.], batch size: 62, lr: 5.22e-04
2022-08-23 16:35:26,873 INFO [train.py:927] (7/8) Epoch 6, batch 16350, giga_loss[loss=0.2368, simple_loss=0.3185, pruned_loss=0.07758, over 12422.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03338, over 75.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3252, pruned_loss=0.09064, over 2475276.08 frames. utt_duration=463 frames, utt_pad_proportion=0.08163, over 21451.91 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3152, pruned_loss=0.08213, over 2466497.09 frames. utt_duration=1218 frames, utt_pad_proportion=0.06811, over 8109.25 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3266, pruned_loss=0.09157, over 2476315.21 frames. utt_duration=433.2 frames, utt_pad_proportion=0.08178, over 22941.51 utterances.], batch size: 75, lr: 5.22e-04
2022-08-23 16:37:08,136 INFO [train.py:927] (7/8) Epoch 6, batch 16400, giga_loss[loss=0.253, simple_loss=0.3238, pruned_loss=0.09112, over 12339.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0362, over 104.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3254, pruned_loss=0.09079, over 2474871.82 frames. utt_duration=452.3 frames, utt_pad_proportion=0.08473, over 21958.97 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.316, pruned_loss=0.08205, over 2466504.72 frames. utt_duration=1221 frames, utt_pad_proportion=0.06734, over 8091.50 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3261, pruned_loss=0.09184, over 2475937.07 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08506, over 23558.34 utterances.], batch size: 104, lr: 5.22e-04
2022-08-23 16:38:51,373 INFO [train.py:927] (7/8) Epoch 6, batch 16450, giga_loss[loss=0.2805, simple_loss=0.3422, pruned_loss=0.1094, over 12391.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06345, over 183.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3261, pruned_loss=0.09139, over 2473992.63 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07955, over 21243.28 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3158, pruned_loss=0.08192, over 2465956.37 frames. utt_duration=1221 frames, utt_pad_proportion=0.06664, over 8086.00 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3271, pruned_loss=0.09254, over 2475510.69 frames. utt_duration=435.4 frames, utt_pad_proportion=0.0805, over 22818.66 utterances.], batch size: 183, lr: 5.21e-04
2022-08-23 16:40:35,489 INFO [train.py:927] (7/8) Epoch 6, batch 16500, giga_loss[loss=0.2479, simple_loss=0.327, pruned_loss=0.08441, over 12433.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03266, over 75.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3269, pruned_loss=0.09276, over 2474925.99 frames. utt_duration=454.9 frames, utt_pad_proportion=0.08145, over 21831.85 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3158, pruned_loss=0.08196, over 2466272.42 frames. utt_duration=1219 frames, utt_pad_proportion=0.06665, over 8104.78 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3277, pruned_loss=0.09376, over 2475968.17 frames. utt_duration=428 frames, utt_pad_proportion=0.08213, over 23220.70 utterances.], batch size: 75, lr: 5.21e-04
2022-08-23 16:42:24,530 INFO [train.py:927] (7/8) Epoch 6, batch 16550, libri_loss[loss=0.2148, simple_loss=0.282, pruned_loss=0.07384, over 12239.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.03267, over 27.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3256, pruned_loss=0.0919, over 2474635.03 frames. utt_duration=455.4 frames, utt_pad_proportion=0.08059, over 21806.82 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3147, pruned_loss=0.08137, over 2466443.71 frames. utt_duration=1227 frames, utt_pad_proportion=0.06555, over 8051.55 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3277, pruned_loss=0.09362, over 2475601.12 frames. utt_duration=424 frames, utt_pad_proportion=0.08169, over 23433.34 utterances.], batch size: 27, lr: 5.21e-04
2022-08-23 16:44:09,443 INFO [train.py:927] (7/8) Epoch 6, batch 16600, giga_loss[loss=0.3094, simple_loss=0.3578, pruned_loss=0.1305, over 12437.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.04811, over 162.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3268, pruned_loss=0.09263, over 2474800.37 frames. utt_duration=458.1 frames, utt_pad_proportion=0.08044, over 21676.78 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3145, pruned_loss=0.08136, over 2466353.05 frames. utt_duration=1229 frames, utt_pad_proportion=0.06508, over 8035.07 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3288, pruned_loss=0.09408, over 2475693.64 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08152, over 23092.10 utterances.], batch size: 162, lr: 5.21e-04
2022-08-23 16:45:52,801 INFO [train.py:927] (7/8) Epoch 6, batch 16650, giga_loss[loss=0.2926, simple_loss=0.3539, pruned_loss=0.1156, over 12422.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04232, over 146.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3291, pruned_loss=0.09518, over 2474657.38 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08118, over 22214.65 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3145, pruned_loss=0.08135, over 2466750.16 frames. utt_duration=1230 frames, utt_pad_proportion=0.06416, over 8030.14 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.331, pruned_loss=0.09663, over 2475200.47 frames. utt_duration=420 frames, utt_pad_proportion=0.08239, over 23655.97 utterances.], batch size: 146, lr: 5.21e-04
2022-08-23 16:47:35,920 INFO [train.py:927] (7/8) Epoch 6, batch 16700, giga_loss[loss=0.2808, simple_loss=0.3567, pruned_loss=0.1024, over 12448.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03728, over 123.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3279, pruned_loss=0.09334, over 2474176.65 frames. utt_duration=485 frames, utt_pad_proportion=0.07682, over 20468.75 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3137, pruned_loss=0.08104, over 2466714.25 frames. utt_duration=1239 frames, utt_pad_proportion=0.06228, over 7970.80 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3307, pruned_loss=0.09535, over 2474987.14 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07898, over 22248.08 utterances.], batch size: 123, lr: 5.21e-04
2022-08-23 16:49:19,303 INFO [train.py:927] (7/8) Epoch 6, batch 16750, giga_loss[loss=0.2672, simple_loss=0.3433, pruned_loss=0.09556, over 12359.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04137, over 113.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3294, pruned_loss=0.09389, over 2474100.69 frames. utt_duration=472.2 frames, utt_pad_proportion=0.08067, over 21022.37 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3138, pruned_loss=0.08109, over 2466958.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06087, over 7948.84 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3321, pruned_loss=0.09582, over 2474734.66 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08276, over 22851.25 utterances.], batch size: 113, lr: 5.21e-04
2022-08-23 16:51:02,323 INFO [train.py:927] (7/8) Epoch 6, batch 16800, libri_loss[loss=0.1889, simple_loss=0.2644, pruned_loss=0.05671, over 12410.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007709, over 30.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3285, pruned_loss=0.09296, over 2473591.23 frames. utt_duration=470.2 frames, utt_pad_proportion=0.0798, over 21106.90 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3135, pruned_loss=0.08093, over 2467060.81 frames. utt_duration=1247 frames, utt_pad_proportion=0.06, over 7921.99 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3312, pruned_loss=0.09489, over 2474123.35 frames. utt_duration=435 frames, utt_pad_proportion=0.08188, over 22825.89 utterances.], batch size: 30, lr: 5.21e-04
2022-08-23 16:52:45,909 INFO [train.py:927] (7/8) Epoch 6, batch 16850, giga_loss[loss=0.2439, simple_loss=0.3216, pruned_loss=0.08311, over 12472.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0311, over 86.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3301, pruned_loss=0.09395, over 2473757.11 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08124, over 21583.41 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3143, pruned_loss=0.08151, over 2467492.48 frames. utt_duration=1236 frames, utt_pad_proportion=0.06338, over 7997.38 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.332, pruned_loss=0.09531, over 2473974.52 frames. utt_duration=427.1 frames, utt_pad_proportion=0.08189, over 23248.13 utterances.], batch size: 86, lr: 5.21e-04
2022-08-23 16:54:32,752 INFO [train.py:927] (7/8) Epoch 6, batch 16900, libri_loss[loss=0.2163, simple_loss=0.2853, pruned_loss=0.07363, over 12180.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.00842, over 30.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3306, pruned_loss=0.09521, over 2474577.75 frames. utt_duration=459 frames, utt_pad_proportion=0.07626, over 21636.39 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3144, pruned_loss=0.08173, over 2467647.99 frames. utt_duration=1233 frames, utt_pad_proportion=0.06289, over 8017.16 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3324, pruned_loss=0.09638, over 2474778.54 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07737, over 23251.66 utterances.], batch size: 30, lr: 5.21e-04
2022-08-23 16:56:18,819 INFO [train.py:927] (7/8) Epoch 6, batch 16950, giga_loss[loss=0.2784, simple_loss=0.3496, pruned_loss=0.1036, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03525, over 51.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3317, pruned_loss=0.0961, over 2474527.17 frames. utt_duration=461.3 frames, utt_pad_proportion=0.0745, over 21525.48 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3143, pruned_loss=0.08176, over 2467814.97 frames. utt_duration=1235 frames, utt_pad_proportion=0.06193, over 8000.99 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3335, pruned_loss=0.09726, over 2474649.80 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07591, over 23068.91 utterances.], batch size: 51, lr: 5.21e-04
2022-08-23 16:58:00,205 INFO [train.py:927] (7/8) Epoch 6, batch 17000, giga_loss[loss=0.2473, simple_loss=0.3265, pruned_loss=0.0841, over 12446.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04102, over 114.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3317, pruned_loss=0.09653, over 2473874.54 frames. utt_duration=441 frames, utt_pad_proportion=0.08203, over 22511.25 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3141, pruned_loss=0.08175, over 2467598.98 frames. utt_duration=1240 frames, utt_pad_proportion=0.06041, over 7971.45 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3339, pruned_loss=0.09791, over 2474368.86 frames. utt_duration=410.3 frames, utt_pad_proportion=0.08325, over 24207.99 utterances.], batch size: 114, lr: 5.21e-04
2022-08-23 16:59:41,785 INFO [train.py:927] (7/8) Epoch 6, batch 17050, giga_loss[loss=0.3081, simple_loss=0.3691, pruned_loss=0.1235, over 12356.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07605, over 212.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3306, pruned_loss=0.09514, over 2473499.36 frames. utt_duration=455.5 frames, utt_pad_proportion=0.08011, over 21793.18 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3143, pruned_loss=0.0821, over 2467227.83 frames. utt_duration=1242 frames, utt_pad_proportion=0.05928, over 7954.38 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3326, pruned_loss=0.09632, over 2474409.87 frames. utt_duration=421.7 frames, utt_pad_proportion=0.08177, over 23550.41 utterances.], batch size: 212, lr: 5.20e-04
2022-08-23 17:01:28,443 INFO [train.py:927] (7/8) Epoch 6, batch 17100, giga_loss[loss=0.2543, simple_loss=0.3126, pruned_loss=0.09804, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02588, over 48.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3299, pruned_loss=0.0948, over 2473086.79 frames. utt_duration=453.5 frames, utt_pad_proportion=0.08347, over 21885.88 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3144, pruned_loss=0.08224, over 2467005.01 frames. utt_duration=1229 frames, utt_pad_proportion=0.06316, over 8036.24 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3316, pruned_loss=0.09585, over 2474120.79 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08355, over 23463.96 utterances.], batch size: 48, lr: 5.20e-04
2022-08-23 17:03:12,062 INFO [train.py:927] (7/8) Epoch 6, batch 17150, giga_loss[loss=0.3222, simple_loss=0.3696, pruned_loss=0.1374, over 12360.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1095, over 259.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3282, pruned_loss=0.09422, over 2472855.69 frames. utt_duration=446.5 frames, utt_pad_proportion=0.08326, over 22225.37 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3146, pruned_loss=0.08224, over 2467148.62 frames. utt_duration=1231 frames, utt_pad_proportion=0.06242, over 8025.78 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3297, pruned_loss=0.09521, over 2473620.92 frames. utt_duration=419.4 frames, utt_pad_proportion=0.08363, over 23676.16 utterances.], batch size: 259, lr: 5.20e-04
2022-08-23 17:04:57,263 INFO [train.py:927] (7/8) Epoch 6, batch 17200, giga_loss[loss=0.2514, simple_loss=0.3232, pruned_loss=0.08979, over 12395.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03381, over 80.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3252, pruned_loss=0.09271, over 2473119.95 frames. utt_duration=460.9 frames, utt_pad_proportion=0.08073, over 21532.15 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3148, pruned_loss=0.08215, over 2466775.81 frames. utt_duration=1231 frames, utt_pad_proportion=0.06181, over 8025.00 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3265, pruned_loss=0.09388, over 2474225.44 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08154, over 23073.15 utterances.], batch size: 80, lr: 5.20e-04
2022-08-23 17:06:42,331 INFO [train.py:927] (7/8) Epoch 6, batch 17250, giga_loss[loss=0.2259, simple_loss=0.3159, pruned_loss=0.06795, over 12378.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03056, over 97.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3232, pruned_loss=0.0907, over 2473449.14 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07789, over 21355.47 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3143, pruned_loss=0.0821, over 2466932.59 frames. utt_duration=1236 frames, utt_pad_proportion=0.06094, over 7992.72 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3248, pruned_loss=0.09186, over 2474270.49 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07905, over 22858.50 utterances.], batch size: 97, lr: 5.20e-04
2022-08-23 17:08:27,605 INFO [train.py:927] (7/8) Epoch 6, batch 17300, giga_loss[loss=0.2057, simple_loss=0.3017, pruned_loss=0.05483, over 12426.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03338, over 75.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3215, pruned_loss=0.08746, over 2473740.04 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07564, over 21786.77 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3144, pruned_loss=0.08229, over 2467040.51 frames. utt_duration=1238 frames, utt_pad_proportion=0.05987, over 7980.98 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3229, pruned_loss=0.08837, over 2474452.47 frames. utt_duration=426.4 frames, utt_pad_proportion=0.07711, over 23291.40 utterances.], batch size: 75, lr: 5.20e-04
2022-08-23 17:10:13,112 INFO [train.py:927] (7/8) Epoch 6, batch 17350, giga_loss[loss=0.2158, simple_loss=0.3061, pruned_loss=0.06273, over 12392.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04474, over 146.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3184, pruned_loss=0.08344, over 2474851.46 frames. utt_duration=456.2 frames, utt_pad_proportion=0.06973, over 21769.68 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3137, pruned_loss=0.08186, over 2467089.99 frames. utt_duration=1248 frames, utt_pad_proportion=0.05796, over 7915.21 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3204, pruned_loss=0.08471, over 2475674.42 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07201, over 23617.76 utterances.], batch size: 146, lr: 5.20e-04
2022-08-23 17:11:57,119 INFO [train.py:927] (7/8) Epoch 6, batch 17400, giga_loss[loss=0.2077, simple_loss=0.305, pruned_loss=0.05519, over 12384.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05487, over 181.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3169, pruned_loss=0.0804, over 2475570.40 frames. utt_duration=445.5 frames, utt_pad_proportion=0.06906, over 22300.56 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3135, pruned_loss=0.08198, over 2467351.72 frames. utt_duration=1246 frames, utt_pad_proportion=0.05776, over 7927.51 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3188, pruned_loss=0.08129, over 2476176.08 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07106, over 24082.13 utterances.], batch size: 181, lr: 5.20e-04
2022-08-23 17:13:42,992 INFO [train.py:927] (7/8) Epoch 6, batch 17450, giga_loss[loss=0.2436, simple_loss=0.3253, pruned_loss=0.081, over 12410.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05305, over 162.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3186, pruned_loss=0.07997, over 2475877.58 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07161, over 23632.35 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3149, pruned_loss=0.08196, over 2467264.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.05726, over 7904.70 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3189, pruned_loss=0.08065, over 2476544.24 frames. utt_duration=393.5 frames, utt_pad_proportion=0.07315, over 25264.92 utterances.], batch size: 162, lr: 5.20e-04
2022-08-23 17:15:24,371 INFO [train.py:927] (7/8) Epoch 6, batch 17500, libri_loss[loss=0.2332, simple_loss=0.3076, pruned_loss=0.07942, over 12475.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006344, over 37.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3155, pruned_loss=0.07755, over 2476189.53 frames. utt_duration=425 frames, utt_pad_proportion=0.06906, over 23385.98 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3149, pruned_loss=0.08205, over 2467140.45 frames. utt_duration=1248 frames, utt_pad_proportion=0.05697, over 7917.51 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3158, pruned_loss=0.0779, over 2477180.98 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07073, over 25297.86 utterances.], batch size: 37, lr: 5.20e-04
2022-08-23 17:17:07,504 INFO [train.py:927] (7/8) Epoch 6, batch 17550, giga_loss[loss=0.2412, simple_loss=0.3216, pruned_loss=0.08043, over 12386.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04491, over 146.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3141, pruned_loss=0.07637, over 2476399.60 frames. utt_duration=418 frames, utt_pad_proportion=0.07039, over 23780.79 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3153, pruned_loss=0.08229, over 2467117.31 frames. utt_duration=1247 frames, utt_pad_proportion=0.0562, over 7925.61 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.314, pruned_loss=0.0763, over 2477430.23 frames. utt_duration=387.7 frames, utt_pad_proportion=0.0719, over 25653.61 utterances.], batch size: 146, lr: 5.20e-04
2022-08-23 17:18:51,062 INFO [train.py:927] (7/8) Epoch 6, batch 17600, libri_loss[loss=0.277, simple_loss=0.3411, pruned_loss=0.1064, over 12453.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01451, over 40.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3115, pruned_loss=0.07454, over 2476379.05 frames. utt_duration=409.8 frames, utt_pad_proportion=0.07196, over 24258.25 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.315, pruned_loss=0.08235, over 2467104.40 frames. utt_duration=1248 frames, utt_pad_proportion=0.05509, over 7914.29 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3115, pruned_loss=0.07419, over 2477503.72 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07351, over 26296.26 utterances.], batch size: 40, lr: 5.19e-04
2022-08-23 17:20:34,920 INFO [train.py:927] (7/8) Epoch 6, batch 17650, giga_loss[loss=0.2166, simple_loss=0.2949, pruned_loss=0.06918, over 12431.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03629, over 113.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3075, pruned_loss=0.07236, over 2476691.43 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07459, over 24303.81 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3151, pruned_loss=0.08258, over 2467530.76 frames. utt_duration=1238 frames, utt_pad_proportion=0.05808, over 7981.05 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3072, pruned_loss=0.07146, over 2477593.43 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07505, over 26588.99 utterances.], batch size: 113, lr: 5.19e-04
2022-08-23 17:22:22,120 INFO [train.py:927] (7/8) Epoch 6, batch 17700, giga_loss[loss=0.2013, simple_loss=0.2925, pruned_loss=0.05502, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3051, pruned_loss=0.07105, over 2476235.94 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07523, over 24783.30 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.315, pruned_loss=0.08258, over 2467393.85 frames. utt_duration=1241 frames, utt_pad_proportion=0.05773, over 7965.30 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3049, pruned_loss=0.07023, over 2477161.92 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07568, over 26755.16 utterances.], batch size: 162, lr: 5.19e-04
2022-08-23 17:24:16,503 INFO [train.py:927] (7/8) Epoch 6, batch 17750, giga_loss[loss=0.2661, simple_loss=0.3438, pruned_loss=0.09424, over 12383.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03325, over 122.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3067, pruned_loss=0.07106, over 2476860.59 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07668, over 25034.85 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3156, pruned_loss=0.08291, over 2467441.17 frames. utt_duration=1227 frames, utt_pad_proportion=0.06166, over 8056.09 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3058, pruned_loss=0.06992, over 2477731.33 frames. utt_duration=370.9 frames, utt_pad_proportion=0.07612, over 26823.66 utterances.], batch size: 122, lr: 5.19e-04
2022-08-23 17:26:24,504 INFO [train.py:927] (7/8) Epoch 6, batch 17800, giga_loss[loss=0.1916, simple_loss=0.2675, pruned_loss=0.0578, over 12376.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1791, over 358.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3059, pruned_loss=0.07014, over 2476727.86 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07428, over 24808.76 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3157, pruned_loss=0.08283, over 2467415.39 frames. utt_duration=1227 frames, utt_pad_proportion=0.06121, over 8052.51 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3051, pruned_loss=0.06921, over 2477532.18 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07413, over 26370.25 utterances.], batch size: 358, lr: 5.19e-04
2022-08-23 17:28:28,412 INFO [train.py:927] (7/8) Epoch 6, batch 17850, giga_loss[loss=0.2101, simple_loss=0.2974, pruned_loss=0.06141, over 12380.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02772, over 91.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3037, pruned_loss=0.06809, over 2477000.49 frames. utt_duration=389.5 frames, utt_pad_proportion=0.0755, over 25526.46 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3155, pruned_loss=0.0828, over 2467154.65 frames. utt_duration=1228 frames, utt_pad_proportion=0.06088, over 8045.87 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.303, pruned_loss=0.0672, over 2477981.72 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07546, over 26993.89 utterances.], batch size: 91, lr: 5.19e-04
2022-08-23 17:30:35,088 INFO [train.py:927] (7/8) Epoch 6, batch 17900, libri_loss[loss=0.2267, simple_loss=0.3002, pruned_loss=0.07658, over 12149.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005763, over 35.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3014, pruned_loss=0.06702, over 2476979.07 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07364, over 25095.85 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3159, pruned_loss=0.08316, over 2467186.92 frames. utt_duration=1226 frames, utt_pad_proportion=0.05995, over 8057.35 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3001, pruned_loss=0.06558, over 2478018.78 frames. utt_duration=372.1 frames, utt_pad_proportion=0.0741, over 26735.05 utterances.], batch size: 35, lr: 5.19e-04
2022-08-23 17:32:26,397 INFO [train.py:927] (7/8) Epoch 6, batch 17950, giga_loss[loss=0.1999, simple_loss=0.2933, pruned_loss=0.05328, over 12456.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03057, over 55.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3008, pruned_loss=0.06719, over 2476834.37 frames. utt_duration=404.3 frames, utt_pad_proportion=0.07199, over 24583.56 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3157, pruned_loss=0.08333, over 2466948.65 frames. utt_duration=1220 frames, utt_pad_proportion=0.06255, over 8096.37 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2994, pruned_loss=0.06519, over 2478305.64 frames. utt_duration=374.4 frames, utt_pad_proportion=0.07182, over 26566.69 utterances.], batch size: 55, lr: 5.19e-04
2022-08-23 17:34:33,104 INFO [train.py:927] (7/8) Epoch 6, batch 18000, giga_loss[loss=0.1989, simple_loss=0.2922, pruned_loss=0.05278, over 12386.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05982, over 182.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3019, pruned_loss=0.06734, over 2476582.41 frames. utt_duration=413.7 frames, utt_pad_proportion=0.07015, over 24023.69 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3156, pruned_loss=0.08349, over 2466636.78 frames. utt_duration=1222 frames, utt_pad_proportion=0.06167, over 8084.32 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3004, pruned_loss=0.06503, over 2478347.99 frames. utt_duration=380.3 frames, utt_pad_proportion=0.07046, over 26158.50 utterances.], batch size: 182, lr: 5.19e-04
2022-08-23 17:34:33,105 INFO [train.py:958] (7/8) Computing validation loss
2022-08-23 17:34:46,678 INFO [train.py:967] (7/8) Epoch 6, validation: loss=0.1845, simple_loss=0.2937, pruned_loss=0.03759, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 17:36:55,993 INFO [train.py:927] (7/8) Epoch 6, batch 18050, giga_loss[loss=0.2233, simple_loss=0.309, pruned_loss=0.06879, over 12419.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3012, pruned_loss=0.06681, over 2477037.94 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06818, over 23687.78 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3164, pruned_loss=0.0841, over 2467369.02 frames. utt_duration=1209 frames, utt_pad_proportion=0.0647, over 8176.39 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2988, pruned_loss=0.06391, over 2478045.56 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06774, over 25755.22 utterances.], batch size: 133, lr: 5.19e-04
2022-08-23 17:38:56,074 INFO [train.py:927] (7/8) Epoch 6, batch 18100, giga_loss[loss=0.2073, simple_loss=0.3153, pruned_loss=0.04962, over 12408.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04008, over 133.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3045, pruned_loss=0.06695, over 2477024.70 frames. utt_duration=415.8 frames, utt_pad_proportion=0.0683, over 23900.23 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3164, pruned_loss=0.08399, over 2467206.38 frames. utt_duration=1215 frames, utt_pad_proportion=0.06359, over 8129.58 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3023, pruned_loss=0.06425, over 2478228.26 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06829, over 26024.13 utterances.], batch size: 133, lr: 5.19e-04
2022-08-23 17:41:00,094 INFO [train.py:927] (7/8) Epoch 6, batch 18150, giga_loss[loss=0.2107, simple_loss=0.3091, pruned_loss=0.05613, over 12434.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03295, over 75.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3049, pruned_loss=0.06543, over 2477271.57 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06584, over 23706.07 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3158, pruned_loss=0.08372, over 2467033.12 frames. utt_duration=1221 frames, utt_pad_proportion=0.06223, over 8090.25 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.3033, pruned_loss=0.06303, over 2478643.42 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06646, over 25864.05 utterances.], batch size: 75, lr: 5.19e-04
2022-08-23 17:43:09,076 INFO [train.py:927] (7/8) Epoch 6, batch 18200, giga_loss[loss=0.2292, simple_loss=0.2983, pruned_loss=0.07999, over 12385.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1791, over 358.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3041, pruned_loss=0.0646, over 2477087.13 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06342, over 23191.53 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3151, pruned_loss=0.08339, over 2467042.91 frames. utt_duration=1226 frames, utt_pad_proportion=0.06173, over 8060.65 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.3032, pruned_loss=0.06266, over 2478357.31 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06424, over 25214.07 utterances.], batch size: 358, lr: 5.18e-04
2022-08-23 17:45:31,622 INFO [train.py:927] (7/8) Epoch 6, batch 18250, giga_loss[loss=0.2085, simple_loss=0.2919, pruned_loss=0.06256, over 12382.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05561, over 181.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3037, pruned_loss=0.06504, over 2477187.79 frames. utt_duration=431.5 frames, utt_pad_proportion=0.06295, over 23026.22 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3152, pruned_loss=0.08348, over 2467137.46 frames. utt_duration=1217 frames, utt_pad_proportion=0.06481, over 8116.16 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.3026, pruned_loss=0.06298, over 2478332.62 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06276, over 24939.07 utterances.], batch size: 181, lr: 5.18e-04
2022-08-23 17:47:32,016 INFO [train.py:927] (7/8) Epoch 6, batch 18300, giga_loss[loss=0.2759, simple_loss=0.3367, pruned_loss=0.1076, over 12399.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3008, pruned_loss=0.06468, over 2477424.48 frames. utt_duration=438.7 frames, utt_pad_proportion=0.06289, over 22650.41 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3143, pruned_loss=0.08324, over 2467031.49 frames. utt_duration=1217 frames, utt_pad_proportion=0.06688, over 8119.10 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.3003, pruned_loss=0.06249, over 2478878.79 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06218, over 24814.35 utterances.], batch size: 257, lr: 5.18e-04
2022-08-23 17:49:40,366 INFO [train.py:927] (7/8) Epoch 6, batch 18350, giga_loss[loss=0.2376, simple_loss=0.3276, pruned_loss=0.0738, over 12437.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04785, over 147.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2981, pruned_loss=0.06343, over 2477102.66 frames. utt_duration=442.2 frames, utt_pad_proportion=0.06133, over 22467.98 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3137, pruned_loss=0.08292, over 2466868.41 frames. utt_duration=1223 frames, utt_pad_proportion=0.06566, over 8081.47 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.298, pruned_loss=0.06155, over 2478629.43 frames. utt_duration=405.2 frames, utt_pad_proportion=0.0612, over 24537.11 utterances.], batch size: 147, lr: 5.18e-04
2022-08-23 17:51:43,804 INFO [train.py:927] (7/8) Epoch 6, batch 18400, giga_loss[loss=0.2048, simple_loss=0.281, pruned_loss=0.06428, over 12399.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03448, over 122.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3007, pruned_loss=0.06433, over 2477055.27 frames. utt_duration=442 frames, utt_pad_proportion=0.06111, over 22478.51 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3139, pruned_loss=0.08292, over 2467237.82 frames. utt_duration=1226 frames, utt_pad_proportion=0.06428, over 8059.40 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2999, pruned_loss=0.06228, over 2478220.21 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06141, over 24556.10 utterances.], batch size: 122, lr: 5.18e-04
2022-08-23 17:53:37,118 INFO [train.py:927] (7/8) Epoch 6, batch 18450, giga_loss[loss=0.2531, simple_loss=0.3272, pruned_loss=0.08949, over 12423.00 frames. utt_duration=236.8 frames, utt_pad_proportion=0.06395, over 211.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2999, pruned_loss=0.06537, over 2477100.99 frames. utt_duration=434.5 frames, utt_pad_proportion=0.06251, over 22866.33 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3135, pruned_loss=0.08278, over 2467133.02 frames. utt_duration=1221 frames, utt_pad_proportion=0.06634, over 8092.48 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2993, pruned_loss=0.06327, over 2478456.40 frames. utt_duration=398 frames, utt_pad_proportion=0.062, over 24982.54 utterances.], batch size: 211, lr: 5.18e-04
2022-08-23 17:55:44,708 INFO [train.py:927] (7/8) Epoch 6, batch 18500, giga_loss[loss=0.2291, simple_loss=0.3296, pruned_loss=0.06433, over 12331.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03442, over 58.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3, pruned_loss=0.06518, over 2476583.20 frames. utt_duration=440.1 frames, utt_pad_proportion=0.06455, over 22570.59 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3127, pruned_loss=0.08251, over 2467161.61 frames. utt_duration=1228 frames, utt_pad_proportion=0.06523, over 8047.58 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2999, pruned_loss=0.06336, over 2477843.89 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06433, over 24637.86 utterances.], batch size: 58, lr: 5.18e-04
2022-08-23 17:58:12,498 INFO [train.py:927] (7/8) Epoch 6, batch 18550, giga_loss[loss=0.2038, simple_loss=0.2873, pruned_loss=0.06014, over 12477.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0339, over 98.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3011, pruned_loss=0.06586, over 2477518.14 frames. utt_duration=442.3 frames, utt_pad_proportion=0.0639, over 22466.55 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3128, pruned_loss=0.08272, over 2467521.58 frames. utt_duration=1223 frames, utt_pad_proportion=0.06683, over 8078.27 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.3004, pruned_loss=0.06335, over 2478698.70 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06327, over 24853.82 utterances.], batch size: 98, lr: 5.18e-04
2022-08-23 18:00:16,241 INFO [train.py:927] (7/8) Epoch 6, batch 18600, giga_loss[loss=0.1738, simple_loss=0.2638, pruned_loss=0.04189, over 12326.00 frames. utt_duration=705.5 frames, utt_pad_proportion=0.02828, over 70.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2967, pruned_loss=0.06457, over 2477169.81 frames. utt_duration=434.2 frames, utt_pad_proportion=0.0656, over 22882.58 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3126, pruned_loss=0.08255, over 2467298.46 frames. utt_duration=1226 frames, utt_pad_proportion=0.06556, over 8062.94 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.296, pruned_loss=0.06226, over 2478582.00 frames. utt_duration=394.7 frames, utt_pad_proportion=0.0653, over 25192.10 utterances.], batch size: 70, lr: 5.18e-04
2022-08-23 18:02:11,522 INFO [train.py:927] (7/8) Epoch 6, batch 18650, giga_loss[loss=0.22, simple_loss=0.3074, pruned_loss=0.06632, over 12445.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03723, over 133.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2954, pruned_loss=0.06389, over 2477398.66 frames. utt_duration=432.1 frames, utt_pad_proportion=0.06358, over 22997.83 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3125, pruned_loss=0.0826, over 2466971.65 frames. utt_duration=1229 frames, utt_pad_proportion=0.06486, over 8039.12 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2946, pruned_loss=0.06176, over 2478956.89 frames. utt_duration=397 frames, utt_pad_proportion=0.06371, over 25052.94 utterances.], batch size: 133, lr: 5.18e-04
2022-08-23 18:04:10,588 INFO [train.py:927] (7/8) Epoch 6, batch 18700, giga_loss[loss=0.2048, simple_loss=0.2919, pruned_loss=0.05881, over 12458.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03484, over 98.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2952, pruned_loss=0.064, over 2476994.51 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06697, over 23505.07 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.312, pruned_loss=0.08229, over 2466996.43 frames. utt_duration=1238 frames, utt_pad_proportion=0.06319, over 7978.59 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2944, pruned_loss=0.06191, over 2478570.70 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06724, over 25739.05 utterances.], batch size: 98, lr: 5.18e-04
2022-08-23 18:06:19,999 INFO [train.py:927] (7/8) Epoch 6, batch 18750, giga_loss[loss=0.1986, simple_loss=0.2847, pruned_loss=0.0562, over 12377.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03786, over 113.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2945, pruned_loss=0.06383, over 2477064.01 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06829, over 24327.51 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3119, pruned_loss=0.08235, over 2467101.27 frames. utt_duration=1241 frames, utt_pad_proportion=0.06232, over 7962.09 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2937, pruned_loss=0.06176, over 2478413.03 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06869, over 26435.00 utterances.], batch size: 113, lr: 5.17e-04
2022-08-23 18:08:31,693 INFO [train.py:927] (7/8) Epoch 6, batch 18800, giga_loss[loss=0.1978, simple_loss=0.2858, pruned_loss=0.05488, over 12340.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03104, over 70.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2951, pruned_loss=0.06366, over 2477351.38 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06518, over 23803.87 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3122, pruned_loss=0.08248, over 2467276.57 frames. utt_duration=1242 frames, utt_pad_proportion=0.06108, over 7957.08 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2938, pruned_loss=0.06148, over 2478501.02 frames. utt_duration=385 frames, utt_pad_proportion=0.06608, over 25833.07 utterances.], batch size: 70, lr: 5.17e-04
2022-08-23 18:10:28,313 INFO [train.py:927] (7/8) Epoch 6, batch 18850, giga_loss[loss=0.2008, simple_loss=0.2903, pruned_loss=0.05567, over 12466.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04332, over 134.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2962, pruned_loss=0.06475, over 2477754.13 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06574, over 24211.50 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3135, pruned_loss=0.08301, over 2467355.60 frames. utt_duration=1242 frames, utt_pad_proportion=0.06028, over 7953.34 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2935, pruned_loss=0.0621, over 2478851.28 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06666, over 26198.27 utterances.], batch size: 134, lr: 5.17e-04
2022-08-23 18:12:25,279 INFO [train.py:927] (7/8) Epoch 6, batch 18900, giga_loss[loss=0.2109, simple_loss=0.3114, pruned_loss=0.05516, over 12341.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03282, over 51.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2985, pruned_loss=0.06427, over 2477743.89 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06509, over 24338.05 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.315, pruned_loss=0.08345, over 2467324.80 frames. utt_duration=1233 frames, utt_pad_proportion=0.06394, over 8012.78 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2948, pruned_loss=0.06155, over 2478777.66 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06494, over 26072.90 utterances.], batch size: 51, lr: 5.17e-04
2022-08-23 18:14:23,269 INFO [train.py:927] (7/8) Epoch 6, batch 18950, giga_loss[loss=0.1996, simple_loss=0.2862, pruned_loss=0.05654, over 12419.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.03788, over 26.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2994, pruned_loss=0.06439, over 2477520.89 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06639, over 24444.88 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3149, pruned_loss=0.08346, over 2467457.05 frames. utt_duration=1224 frames, utt_pad_proportion=0.06795, over 8075.41 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2964, pruned_loss=0.06191, over 2478399.42 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06521, over 26057.83 utterances.], batch size: 26, lr: 5.17e-04
2022-08-23 18:16:23,136 INFO [train.py:927] (7/8) Epoch 6, batch 19000, giga_loss[loss=0.2209, simple_loss=0.3061, pruned_loss=0.06788, over 12410.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04018, over 133.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2989, pruned_loss=0.06448, over 2476857.42 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06721, over 24744.98 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3149, pruned_loss=0.08357, over 2467169.34 frames. utt_duration=1228 frames, utt_pad_proportion=0.06723, over 8046.09 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2963, pruned_loss=0.06208, over 2477997.35 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06642, over 26355.58 utterances.], batch size: 133, lr: 5.17e-04
2022-08-23 18:18:22,849 INFO [train.py:927] (7/8) Epoch 6, batch 19050, giga_loss[loss=0.1912, simple_loss=0.2748, pruned_loss=0.05383, over 12369.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2964, pruned_loss=0.06316, over 2476764.77 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06805, over 24946.50 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3146, pruned_loss=0.08329, over 2466725.61 frames. utt_duration=1231 frames, utt_pad_proportion=0.0662, over 8022.31 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2942, pruned_loss=0.06116, over 2478238.76 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06768, over 26542.90 utterances.], batch size: 62, lr: 5.17e-04
2022-08-23 18:20:24,718 INFO [train.py:927] (7/8) Epoch 6, batch 19100, giga_loss[loss=0.2012, simple_loss=0.2883, pruned_loss=0.05709, over 12402.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05885, over 182.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2968, pruned_loss=0.06346, over 2476463.63 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06786, over 24538.27 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3146, pruned_loss=0.08321, over 2466840.84 frames. utt_duration=1230 frames, utt_pad_proportion=0.06527, over 8031.26 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2945, pruned_loss=0.0613, over 2477839.71 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06783, over 26326.95 utterances.], batch size: 182, lr: 5.17e-04
2022-08-23 18:22:26,610 INFO [train.py:927] (7/8) Epoch 6, batch 19150, giga_loss[loss=0.2404, simple_loss=0.3257, pruned_loss=0.07752, over 12454.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03671, over 133.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2983, pruned_loss=0.06446, over 2477111.91 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06511, over 23852.50 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3147, pruned_loss=0.08327, over 2466816.68 frames. utt_duration=1231 frames, utt_pad_proportion=0.06389, over 8028.58 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2958, pruned_loss=0.06206, over 2478569.16 frames. utt_duration=385.5 frames, utt_pad_proportion=0.06564, over 25799.22 utterances.], batch size: 133, lr: 5.17e-04
2022-08-23 18:24:16,335 INFO [train.py:927] (7/8) Epoch 6, batch 19200, giga_loss[loss=0.209, simple_loss=0.3044, pruned_loss=0.05684, over 12443.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03007, over 80.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3002, pruned_loss=0.06494, over 2477231.54 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06381, over 23537.78 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3146, pruned_loss=0.08289, over 2467057.36 frames. utt_duration=1233 frames, utt_pad_proportion=0.06296, over 8012.17 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.298, pruned_loss=0.06305, over 2478360.42 frames. utt_duration=391.5 frames, utt_pad_proportion=0.0646, over 25400.17 utterances.], batch size: 80, lr: 5.17e-04
2022-08-23 18:26:34,275 INFO [train.py:927] (7/8) Epoch 6, batch 19250, giga_loss[loss=0.203, simple_loss=0.2858, pruned_loss=0.06004, over 12391.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.02986, over 80.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3002, pruned_loss=0.06531, over 2476964.76 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06946, over 24468.85 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3142, pruned_loss=0.08279, over 2466687.08 frames. utt_duration=1239 frames, utt_pad_proportion=0.06157, over 7973.36 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2984, pruned_loss=0.06341, over 2478488.43 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07012, over 26435.17 utterances.], batch size: 80, lr: 5.17e-04
2022-08-23 18:28:31,652 INFO [train.py:927] (7/8) Epoch 6, batch 19300, giga_loss[loss=0.2153, simple_loss=0.298, pruned_loss=0.06631, over 12406.00 frames. utt_duration=339.2 frames, utt_pad_proportion=0.04991, over 147.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.299, pruned_loss=0.06528, over 2477569.31 frames. utt_duration=399.5 frames, utt_pad_proportion=0.0715, over 24884.80 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3139, pruned_loss=0.08255, over 2466931.63 frames. utt_duration=1242 frames, utt_pad_proportion=0.06023, over 7951.77 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2974, pruned_loss=0.0634, over 2478932.68 frames. utt_duration=368.2 frames, utt_pad_proportion=0.07231, over 27017.28 utterances.], batch size: 147, lr: 5.17e-04
2022-08-23 18:30:35,732 INFO [train.py:927] (7/8) Epoch 6, batch 19350, giga_loss[loss=0.2079, simple_loss=0.2925, pruned_loss=0.06166, over 12403.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04365, over 146.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2978, pruned_loss=0.06532, over 2477763.86 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07164, over 24816.27 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3139, pruned_loss=0.08265, over 2467355.18 frames. utt_duration=1235 frames, utt_pad_proportion=0.06339, over 8001.65 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2962, pruned_loss=0.06338, over 2478713.78 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07163, over 26841.07 utterances.], batch size: 146, lr: 5.16e-04
2022-08-23 18:32:35,036 INFO [train.py:927] (7/8) Epoch 6, batch 19400, giga_loss[loss=0.2249, simple_loss=0.3199, pruned_loss=0.06501, over 12403.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03387, over 122.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2972, pruned_loss=0.06476, over 2477536.31 frames. utt_duration=399.6 frames, utt_pad_proportion=0.07394, over 24873.14 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3142, pruned_loss=0.08273, over 2467414.97 frames. utt_duration=1227 frames, utt_pad_proportion=0.06679, over 8054.86 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2953, pruned_loss=0.06273, over 2478442.17 frames. utt_duration=371.1 frames, utt_pad_proportion=0.07283, over 26802.62 utterances.], batch size: 122, lr: 5.16e-04
2022-08-23 18:34:34,336 INFO [train.py:927] (7/8) Epoch 6, batch 19450, giga_loss[loss=0.2069, simple_loss=0.3114, pruned_loss=0.05121, over 12452.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04807, over 161.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2983, pruned_loss=0.06376, over 2477674.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07171, over 24523.91 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3146, pruned_loss=0.08277, over 2467449.91 frames. utt_duration=1230 frames, utt_pad_proportion=0.06577, over 8032.00 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.296, pruned_loss=0.06178, over 2478514.14 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07126, over 26367.00 utterances.], batch size: 161, lr: 5.16e-04
2022-08-23 18:36:36,329 INFO [train.py:927] (7/8) Epoch 6, batch 19500, giga_loss[loss=0.2119, simple_loss=0.2936, pruned_loss=0.06507, over 12380.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04723, over 31.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2978, pruned_loss=0.06248, over 2477678.92 frames. utt_duration=414.7 frames, utt_pad_proportion=0.07149, over 23966.37 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.314, pruned_loss=0.08253, over 2467514.52 frames. utt_duration=1235 frames, utt_pad_proportion=0.06468, over 8000.66 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2962, pruned_loss=0.06066, over 2478528.42 frames. utt_duration=385 frames, utt_pad_proportion=0.07148, over 25833.53 utterances.], batch size: 31, lr: 5.16e-04
2022-08-23 18:38:39,532 INFO [train.py:927] (7/8) Epoch 6, batch 19550, giga_loss[loss=0.2043, simple_loss=0.2972, pruned_loss=0.05572, over 12395.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04952, over 161.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2978, pruned_loss=0.06267, over 2478093.25 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07003, over 23989.72 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3136, pruned_loss=0.08234, over 2467799.93 frames. utt_duration=1239 frames, utt_pad_proportion=0.06331, over 7976.13 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2963, pruned_loss=0.06076, over 2478837.55 frames. utt_duration=382.3 frames, utt_pad_proportion=0.07055, over 26014.65 utterances.], batch size: 161, lr: 5.16e-04
2022-08-23 18:40:56,795 INFO [train.py:927] (7/8) Epoch 6, batch 19600, libri_loss[loss=0.1873, simple_loss=0.2689, pruned_loss=0.05278, over 12233.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.0321, over 27.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2995, pruned_loss=0.06283, over 2478039.65 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06551, over 23706.34 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3135, pruned_loss=0.0823, over 2467605.37 frames. utt_duration=1240 frames, utt_pad_proportion=0.06328, over 7971.69 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2982, pruned_loss=0.06099, over 2479002.75 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06625, over 25611.53 utterances.], batch size: 27, lr: 5.16e-04
2022-08-23 18:43:13,855 INFO [train.py:927] (7/8) Epoch 6, batch 19650, giga_loss[loss=0.2103, simple_loss=0.3042, pruned_loss=0.05823, over 12407.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04029, over 133.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.3013, pruned_loss=0.06322, over 2477538.54 frames. utt_duration=418 frames, utt_pad_proportion=0.06626, over 23773.97 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3132, pruned_loss=0.08209, over 2467615.37 frames. utt_duration=1243 frames, utt_pad_proportion=0.0626, over 7950.18 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.3004, pruned_loss=0.0617, over 2478431.80 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06699, over 25507.87 utterances.], batch size: 133, lr: 5.16e-04
2022-08-23 18:45:29,240 INFO [train.py:927] (7/8) Epoch 6, batch 19700, giga_loss[loss=0.2055, simple_loss=0.2956, pruned_loss=0.05769, over 12397.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03443, over 113.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2988, pruned_loss=0.06188, over 2477694.07 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06622, over 23754.72 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3127, pruned_loss=0.08183, over 2467941.48 frames. utt_duration=1247 frames, utt_pad_proportion=0.06193, over 7929.02 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2983, pruned_loss=0.06066, over 2478252.31 frames. utt_duration=392.3 frames, utt_pad_proportion=0.067, over 25341.91 utterances.], batch size: 113, lr: 5.16e-04
2022-08-23 18:47:35,323 INFO [train.py:927] (7/8) Epoch 6, batch 19750, giga_loss[loss=0.2152, simple_loss=0.2972, pruned_loss=0.06658, over 12386.00 frames. utt_duration=233.7 frames, utt_pad_proportion=0.07998, over 213.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2973, pruned_loss=0.06072, over 2477619.04 frames. utt_duration=423.9 frames, utt_pad_proportion=0.06497, over 23443.83 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3129, pruned_loss=0.08183, over 2467873.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.0612, over 7917.12 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2966, pruned_loss=0.0595, over 2478257.45 frames. utt_duration=399 frames, utt_pad_proportion=0.06588, over 24916.15 utterances.], batch size: 213, lr: 5.16e-04
2022-08-23 18:49:35,778 INFO [train.py:927] (7/8) Epoch 6, batch 19800, giga_loss[loss=0.2367, simple_loss=0.3063, pruned_loss=0.08361, over 12364.00 frames. utt_duration=143.4 frames, utt_pad_proportion=0.1565, over 348.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2996, pruned_loss=0.06238, over 2477733.83 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06528, over 23083.32 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3134, pruned_loss=0.08212, over 2468148.40 frames. utt_duration=1246 frames, utt_pad_proportion=0.06085, over 7934.75 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2982, pruned_loss=0.06071, over 2478214.58 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06612, over 24573.40 utterances.], batch size: 348, lr: 5.16e-04
2022-08-23 18:51:26,644 INFO [train.py:927] (7/8) Epoch 6, batch 19850, giga_loss[loss=0.1856, simple_loss=0.2773, pruned_loss=0.04699, over 12469.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02641, over 55.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2983, pruned_loss=0.06227, over 2477787.48 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06567, over 22984.00 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3127, pruned_loss=0.0818, over 2468014.89 frames. utt_duration=1252 frames, utt_pad_proportion=0.06015, over 7895.40 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2976, pruned_loss=0.06088, over 2478446.83 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06655, over 24472.02 utterances.], batch size: 55, lr: 5.16e-04
2022-08-23 18:53:22,173 INFO [train.py:927] (7/8) Epoch 6, batch 19900, giga_loss[loss=0.2241, simple_loss=0.3166, pruned_loss=0.06576, over 12458.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0534, over 162.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2976, pruned_loss=0.06245, over 2477441.42 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06909, over 23958.50 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3124, pruned_loss=0.08145, over 2467913.01 frames. utt_duration=1257 frames, utt_pad_proportion=0.05924, over 7860.51 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2969, pruned_loss=0.0612, over 2478271.41 frames. utt_duration=389.3 frames, utt_pad_proportion=0.0699, over 25544.54 utterances.], batch size: 162, lr: 5.16e-04
2022-08-23 18:55:03,955 INFO [train.py:927] (7/8) Epoch 6, batch 19950, giga_loss[loss=0.1992, simple_loss=0.2865, pruned_loss=0.056, over 12390.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.05997, over 182.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3051, pruned_loss=0.06694, over 2476925.16 frames. utt_duration=429.3 frames, utt_pad_proportion=0.0653, over 23145.62 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3126, pruned_loss=0.0817, over 2467566.68 frames. utt_duration=1253 frames, utt_pad_proportion=0.05959, over 7889.55 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3043, pruned_loss=0.06552, over 2477980.05 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06613, over 24570.21 utterances.], batch size: 182, lr: 5.15e-04
2022-08-23 18:56:48,059 INFO [train.py:927] (7/8) Epoch 6, batch 20000, giga_loss[loss=0.2109, simple_loss=0.2893, pruned_loss=0.06629, over 12450.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.03873, over 34.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3068, pruned_loss=0.069, over 2476277.98 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07038, over 22959.81 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3123, pruned_loss=0.08139, over 2467500.50 frames. utt_duration=1258 frames, utt_pad_proportion=0.05886, over 7858.06 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3063, pruned_loss=0.06792, over 2477336.95 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07108, over 24409.46 utterances.], batch size: 34, lr: 5.15e-04
2022-08-23 18:58:30,248 INFO [train.py:927] (7/8) Epoch 6, batch 20050, giga_loss[loss=0.2171, simple_loss=0.2903, pruned_loss=0.07195, over 12393.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06934, over 211.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.303, pruned_loss=0.06824, over 2475258.13 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07364, over 22868.44 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3128, pruned_loss=0.08134, over 2466987.13 frames. utt_duration=1262 frames, utt_pad_proportion=0.05751, over 7828.62 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.302, pruned_loss=0.0671, over 2476808.63 frames. utt_duration=406.4 frames, utt_pad_proportion=0.0745, over 24457.52 utterances.], batch size: 211, lr: 5.15e-04
2022-08-23 19:00:13,152 INFO [train.py:927] (7/8) Epoch 6, batch 20100, giga_loss[loss=0.1736, simple_loss=0.2465, pruned_loss=0.05037, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03005, over 45.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2951, pruned_loss=0.06533, over 2475546.05 frames. utt_duration=454.8 frames, utt_pad_proportion=0.0709, over 21836.14 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.313, pruned_loss=0.0815, over 2467080.14 frames. utt_duration=1259 frames, utt_pad_proportion=0.05774, over 7848.91 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2939, pruned_loss=0.06409, over 2476794.47 frames. utt_duration=427 frames, utt_pad_proportion=0.0718, over 23275.26 utterances.], batch size: 45, lr: 5.15e-04
2022-08-23 19:01:54,275 INFO [train.py:927] (7/8) Epoch 6, batch 20150, giga_loss[loss=0.1932, simple_loss=0.2716, pruned_loss=0.05734, over 12402.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06865, over 211.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2888, pruned_loss=0.06327, over 2476371.59 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07056, over 21379.90 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3133, pruned_loss=0.08177, over 2467312.56 frames. utt_duration=1255 frames, utt_pad_proportion=0.05772, over 7874.98 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2873, pruned_loss=0.06174, over 2477308.62 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07137, over 22733.51 utterances.], batch size: 211, lr: 5.15e-04
2022-08-23 19:03:37,152 INFO [train.py:927] (7/8) Epoch 6, batch 20200, giga_loss[loss=0.1963, simple_loss=0.2648, pruned_loss=0.06394, over 12308.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.02832, over 48.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2844, pruned_loss=0.06196, over 2475006.27 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07043, over 21061.88 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3133, pruned_loss=0.08191, over 2467118.68 frames. utt_duration=1257 frames, utt_pad_proportion=0.05676, over 7858.10 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2825, pruned_loss=0.06009, over 2476160.36 frames. utt_duration=441.2 frames, utt_pad_proportion=0.0715, over 22520.84 utterances.], batch size: 48, lr: 5.15e-04
2022-08-23 19:05:19,544 INFO [train.py:927] (7/8) Epoch 6, batch 20250, giga_loss[loss=0.1788, simple_loss=0.2497, pruned_loss=0.05393, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03338, over 39.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2791, pruned_loss=0.05943, over 2473602.43 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06538, over 19851.23 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3132, pruned_loss=0.08183, over 2466931.08 frames. utt_duration=1258 frames, utt_pad_proportion=0.05642, over 7855.33 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2771, pruned_loss=0.05771, over 2474808.52 frames. utt_duration=468.7 frames, utt_pad_proportion=0.06673, over 21184.51 utterances.], batch size: 39, lr: 5.15e-04
2022-08-23 19:07:02,131 INFO [train.py:927] (7/8) Epoch 6, batch 20300, giga_loss[loss=0.1613, simple_loss=0.2439, pruned_loss=0.03929, over 12361.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04009, over 145.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2736, pruned_loss=0.05667, over 2473991.31 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06503, over 19387.87 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3136, pruned_loss=0.08175, over 2467041.11 frames. utt_duration=1260 frames, utt_pad_proportion=0.05556, over 7843.37 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2711, pruned_loss=0.05496, over 2474975.28 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06652, over 20666.24 utterances.], batch size: 145, lr: 5.15e-04
2022-08-23 19:08:45,092 INFO [train.py:927] (7/8) Epoch 6, batch 20350, giga_loss[loss=0.1429, simple_loss=0.2215, pruned_loss=0.03213, over 12398.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04401, over 146.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2688, pruned_loss=0.05513, over 2474249.71 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07218, over 20006.81 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3134, pruned_loss=0.0818, over 2467098.12 frames. utt_duration=1264 frames, utt_pad_proportion=0.05459, over 7816.38 utterances.], giga_tot_loss[loss=0.1859, simple_loss=0.2659, pruned_loss=0.05301, over 2475171.76 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07342, over 21390.23 utterances.], batch size: 146, lr: 5.15e-04
2022-08-23 19:10:26,029 INFO [train.py:927] (7/8) Epoch 6, batch 20400, giga_loss[loss=0.2147, simple_loss=0.2867, pruned_loss=0.07136, over 12209.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03028, over 42.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2709, pruned_loss=0.05716, over 2473914.90 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06797, over 19520.94 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.313, pruned_loss=0.08179, over 2467483.40 frames. utt_duration=1262 frames, utt_pad_proportion=0.05385, over 7833.11 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.267, pruned_loss=0.05439, over 2474600.41 frames. utt_duration=470.4 frames, utt_pad_proportion=0.06975, over 21108.34 utterances.], batch size: 42, lr: 5.15e-04
2022-08-23 19:12:08,663 INFO [train.py:927] (7/8) Epoch 6, batch 20450, giga_loss[loss=0.226, simple_loss=0.3122, pruned_loss=0.06992, over 12399.00 frames. utt_duration=974 frames, utt_pad_proportion=0.02986, over 51.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2817, pruned_loss=0.06245, over 2474482.26 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06394, over 18820.56 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.313, pruned_loss=0.08192, over 2467757.78 frames. utt_duration=1252 frames, utt_pad_proportion=0.05725, over 7894.41 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2779, pruned_loss=0.05974, over 2474896.79 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06458, over 20237.20 utterances.], batch size: 51, lr: 5.15e-04
2022-08-23 19:13:48,428 INFO [train.py:927] (7/8) Epoch 6, batch 20500, giga_loss[loss=0.2589, simple_loss=0.3416, pruned_loss=0.08812, over 12422.00 frames. utt_duration=236.8 frames, utt_pad_proportion=0.06753, over 211.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2915, pruned_loss=0.0666, over 2474532.06 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06161, over 19103.39 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3129, pruned_loss=0.08177, over 2467571.85 frames. utt_duration=1255 frames, utt_pad_proportion=0.05689, over 7873.51 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2884, pruned_loss=0.06445, over 2475097.07 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06239, over 20342.05 utterances.], batch size: 211, lr: 5.15e-04
2022-08-23 19:15:36,012 INFO [train.py:927] (7/8) Epoch 6, batch 20550, giga_loss[loss=0.2638, simple_loss=0.3336, pruned_loss=0.097, over 12324.00 frames. utt_duration=1334 frames, utt_pad_proportion=0.04662, over 37.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2948, pruned_loss=0.06754, over 2473473.61 frames. utt_duration=520.3 frames, utt_pad_proportion=0.0639, over 19070.08 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3126, pruned_loss=0.08171, over 2467490.68 frames. utt_duration=1261 frames, utt_pad_proportion=0.05591, over 7834.06 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2922, pruned_loss=0.06556, over 2474133.62 frames. utt_duration=488 frames, utt_pad_proportion=0.06476, over 20338.98 utterances.], batch size: 37, lr: 5.14e-04
2022-08-23 19:17:19,164 INFO [train.py:927] (7/8) Epoch 6, batch 20600, giga_loss[loss=0.2526, simple_loss=0.3284, pruned_loss=0.08844, over 12397.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05383, over 162.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2985, pruned_loss=0.06968, over 2473380.40 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06818, over 18927.98 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3128, pruned_loss=0.0817, over 2467602.04 frames. utt_duration=1263 frames, utt_pad_proportion=0.05478, over 7827.18 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2957, pruned_loss=0.0677, over 2474019.13 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06917, over 20308.89 utterances.], batch size: 162, lr: 5.14e-04
2022-08-23 19:19:02,349 INFO [train.py:927] (7/8) Epoch 6, batch 20650, giga_loss[loss=0.2263, simple_loss=0.3129, pruned_loss=0.06985, over 12368.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04003, over 145.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3028, pruned_loss=0.07133, over 2472993.40 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06661, over 18590.83 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3126, pruned_loss=0.08149, over 2467413.61 frames. utt_duration=1266 frames, utt_pad_proportion=0.05457, over 7806.95 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3008, pruned_loss=0.06985, over 2473703.77 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06759, over 19785.10 utterances.], batch size: 145, lr: 5.14e-04
2022-08-23 19:20:43,274 INFO [train.py:927] (7/8) Epoch 6, batch 20700, giga_loss[loss=0.2366, simple_loss=0.3234, pruned_loss=0.07494, over 12113.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03827, over 30.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3059, pruned_loss=0.07192, over 2473391.51 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06202, over 18192.24 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3126, pruned_loss=0.08155, over 2467308.29 frames. utt_duration=1270 frames, utt_pad_proportion=0.05353, over 7783.00 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3041, pruned_loss=0.07048, over 2474167.61 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06352, over 19397.07 utterances.], batch size: 30, lr: 5.14e-04
2022-08-23 19:22:23,623 INFO [train.py:927] (7/8) Epoch 6, batch 20750, giga_loss[loss=0.2764, simple_loss=0.3525, pruned_loss=0.1002, over 12415.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04961, over 34.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3091, pruned_loss=0.0723, over 2473238.16 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06238, over 17956.20 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3138, pruned_loss=0.08201, over 2467440.92 frames. utt_duration=1271 frames, utt_pad_proportion=0.05307, over 7777.15 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3064, pruned_loss=0.07042, over 2473931.36 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06381, over 19261.79 utterances.], batch size: 34, lr: 5.14e-04
2022-08-23 19:24:08,859 INFO [train.py:927] (7/8) Epoch 6, batch 20800, giga_loss[loss=0.2083, simple_loss=0.3029, pruned_loss=0.05683, over 12451.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04284, over 31.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3099, pruned_loss=0.07159, over 2473802.29 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05971, over 17325.83 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.314, pruned_loss=0.08222, over 2467441.51 frames. utt_duration=1259 frames, utt_pad_proportion=0.05683, over 7846.14 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3073, pruned_loss=0.06953, over 2474553.56 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05963, over 18628.26 utterances.], batch size: 31, lr: 5.14e-04
2022-08-23 19:25:49,507 INFO [train.py:927] (7/8) Epoch 6, batch 20850, giga_loss[loss=0.2705, simple_loss=0.334, pruned_loss=0.1035, over 12380.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3127, pruned_loss=0.07483, over 2473810.99 frames. utt_duration=578.5 frames, utt_pad_proportion=0.05915, over 17149.44 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.314, pruned_loss=0.08223, over 2467369.11 frames. utt_duration=1261 frames, utt_pad_proportion=0.05586, over 7838.83 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3105, pruned_loss=0.07288, over 2474660.01 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05949, over 18448.32 utterances.], batch size: 257, lr: 5.14e-04
2022-08-23 19:27:34,148 INFO [train.py:927] (7/8) Epoch 6, batch 20900, giga_loss[loss=0.2414, simple_loss=0.3183, pruned_loss=0.08223, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03621, over 105.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3131, pruned_loss=0.07683, over 2473717.67 frames. utt_duration=587.7 frames, utt_pad_proportion=0.06246, over 16879.33 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3142, pruned_loss=0.08238, over 2467646.36 frames. utt_duration=1262 frames, utt_pad_proportion=0.05519, over 7828.30 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3113, pruned_loss=0.07506, over 2474227.48 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06284, over 18038.80 utterances.], batch size: 105, lr: 5.14e-04
2022-08-23 19:29:19,071 INFO [train.py:927] (7/8) Epoch 6, batch 20950, giga_loss[loss=0.2137, simple_loss=0.2926, pruned_loss=0.06738, over 12308.00 frames. utt_duration=795.5 frames, utt_pad_proportion=0.03578, over 62.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.312, pruned_loss=0.07675, over 2473799.14 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06892, over 17418.10 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3139, pruned_loss=0.08206, over 2467879.84 frames. utt_duration=1261 frames, utt_pad_proportion=0.05442, over 7836.63 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3107, pruned_loss=0.07544, over 2474184.65 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06926, over 18630.48 utterances.], batch size: 62, lr: 5.14e-04
2022-08-23 19:30:58,617 INFO [train.py:927] (7/8) Epoch 6, batch 21000, giga_loss[loss=0.1995, simple_loss=0.2835, pruned_loss=0.05775, over 12282.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.03136, over 51.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3121, pruned_loss=0.07673, over 2473201.63 frames. utt_duration=569 frames, utt_pad_proportion=0.06837, over 17432.35 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3145, pruned_loss=0.08248, over 2467650.29 frames. utt_duration=1250 frames, utt_pad_proportion=0.05702, over 7908.73 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3104, pruned_loss=0.075, over 2474042.63 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06816, over 18877.53 utterances.], batch size: 51, lr: 5.14e-04
2022-08-23 19:30:58,618 INFO [train.py:958] (7/8) Computing validation loss
2022-08-23 19:31:12,147 INFO [train.py:967] (7/8) 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 19:32:56,564 INFO [train.py:927] (7/8) Epoch 6, batch 21050, giga_loss[loss=0.2096, simple_loss=0.2885, pruned_loss=0.06539, over 12390.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3084, pruned_loss=0.07483, over 2472580.74 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06684, over 17630.76 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3146, pruned_loss=0.08254, over 2467790.56 frames. utt_duration=1249 frames, utt_pad_proportion=0.05661, over 7910.65 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3069, pruned_loss=0.07334, over 2473152.59 frames. utt_duration=526 frames, utt_pad_proportion=0.06699, over 18861.69 utterances.], batch size: 113, lr: 5.14e-04
2022-08-23 19:34:40,305 INFO [train.py:927] (7/8) Epoch 6, batch 21100, giga_loss[loss=0.1879, simple_loss=0.2728, pruned_loss=0.05156, over 12362.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3035, pruned_loss=0.07256, over 2473213.48 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06723, over 18238.42 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.314, pruned_loss=0.08226, over 2467729.47 frames. utt_duration=1250 frames, utt_pad_proportion=0.05653, over 7908.24 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3026, pruned_loss=0.07142, over 2473815.92 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06741, over 19447.97 utterances.], batch size: 97, lr: 5.13e-04
2022-08-23 19:36:22,775 INFO [train.py:927] (7/8) Epoch 6, batch 21150, libri_loss[loss=0.3111, simple_loss=0.3784, pruned_loss=0.1219, over 12134.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005628, over 32.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3021, pruned_loss=0.07163, over 2472173.73 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06546, over 17688.69 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3142, pruned_loss=0.08243, over 2467563.30 frames. utt_duration=1243 frames, utt_pad_proportion=0.05986, over 7951.67 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3009, pruned_loss=0.07034, over 2472948.60 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06466, over 18851.06 utterances.], batch size: 32, lr: 5.13e-04
2022-08-23 19:38:03,213 INFO [train.py:927] (7/8) Epoch 6, batch 21200, giga_loss[loss=0.2019, simple_loss=0.2808, pruned_loss=0.06152, over 12399.00 frames. utt_duration=856.9 frames, utt_pad_proportion=0.02842, over 58.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.2999, pruned_loss=0.07079, over 2471748.01 frames. utt_duration=588.8 frames, utt_pad_proportion=0.06313, over 16835.78 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.314, pruned_loss=0.08242, over 2467521.82 frames. utt_duration=1248 frames, utt_pad_proportion=0.0586, over 7917.45 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2988, pruned_loss=0.06945, over 2472521.39 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06316, over 18057.69 utterances.], batch size: 58, lr: 5.13e-04
2022-08-23 19:39:44,664 INFO [train.py:927] (7/8) Epoch 6, batch 21250, giga_loss[loss=0.206, simple_loss=0.2851, pruned_loss=0.06343, over 12381.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02722, over 70.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2974, pruned_loss=0.07001, over 2472390.34 frames. utt_duration=602.7 frames, utt_pad_proportion=0.0588, over 16448.17 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.314, pruned_loss=0.08253, over 2467484.01 frames. utt_duration=1252 frames, utt_pad_proportion=0.05778, over 7893.85 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2962, pruned_loss=0.06855, over 2473143.95 frames. utt_duration=562.1 frames, utt_pad_proportion=0.05944, over 17647.66 utterances.], batch size: 70, lr: 5.13e-04
2022-08-23 19:41:26,368 INFO [train.py:927] (7/8) Epoch 6, batch 21300, giga_loss[loss=0.199, simple_loss=0.2754, pruned_loss=0.06131, over 12290.00 frames. utt_duration=965.6 frames, utt_pad_proportion=0.03632, over 51.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2943, pruned_loss=0.06883, over 2471979.85 frames. utt_duration=610.8 frames, utt_pad_proportion=0.05517, over 16229.34 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3136, pruned_loss=0.08244, over 2467079.96 frames. utt_duration=1259 frames, utt_pad_proportion=0.05669, over 7850.66 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2932, pruned_loss=0.0674, over 2473076.98 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05635, over 17452.84 utterances.], batch size: 51, lr: 5.13e-04
2022-08-23 19:43:06,697 INFO [train.py:927] (7/8) Epoch 6, batch 21350, libri_loss[loss=0.1773, simple_loss=0.2612, pruned_loss=0.04664, over 12451.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005624, over 32.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2914, pruned_loss=0.0679, over 2472201.01 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05607, over 16517.65 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3128, pruned_loss=0.08211, over 2467317.53 frames. utt_duration=1266 frames, utt_pad_proportion=0.05497, over 7805.99 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2905, pruned_loss=0.06649, over 2473113.94 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05762, over 17909.42 utterances.], batch size: 32, lr: 5.13e-04
2022-08-23 19:44:47,516 INFO [train.py:927] (7/8) Epoch 6, batch 21400, giga_loss[loss=0.2009, simple_loss=0.2664, pruned_loss=0.06767, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0304, over 42.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2871, pruned_loss=0.06574, over 2471424.35 frames. utt_duration=608.5 frames, utt_pad_proportion=0.05766, over 16287.24 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3129, pruned_loss=0.08217, over 2467434.94 frames. utt_duration=1253 frames, utt_pad_proportion=0.05928, over 7885.96 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2861, pruned_loss=0.06451, over 2472055.31 frames. utt_duration=571.7 frames, utt_pad_proportion=0.0571, over 17342.23 utterances.], batch size: 42, lr: 5.13e-04
2022-08-23 19:46:29,773 INFO [train.py:927] (7/8) Epoch 6, batch 21450, giga_loss[loss=0.2294, simple_loss=0.319, pruned_loss=0.06988, over 12336.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03452, over 62.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2866, pruned_loss=0.06555, over 2472013.39 frames. utt_duration=623.8 frames, utt_pad_proportion=0.05625, over 15888.87 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.314, pruned_loss=0.08268, over 2467484.05 frames. utt_duration=1244 frames, utt_pad_proportion=0.06286, over 7940.46 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2844, pruned_loss=0.06378, over 2472553.03 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05414, over 16823.70 utterances.], batch size: 62, lr: 5.13e-04
2022-08-23 19:48:15,410 INFO [train.py:927] (7/8) Epoch 6, batch 21500, giga_loss[loss=0.2396, simple_loss=0.3153, pruned_loss=0.08195, over 12378.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02513, over 66.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2905, pruned_loss=0.0682, over 2472439.61 frames. utt_duration=626.2 frames, utt_pad_proportion=0.05826, over 15830.68 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3147, pruned_loss=0.08349, over 2467450.58 frames. utt_duration=1223 frames, utt_pad_proportion=0.0705, over 8081.11 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2875, pruned_loss=0.0657, over 2473019.53 frames. utt_duration=596.4 frames, utt_pad_proportion=0.05297, over 16627.65 utterances.], batch size: 66, lr: 5.13e-04
2022-08-23 19:49:56,964 INFO [train.py:927] (7/8) Epoch 6, batch 21550, giga_loss[loss=0.2405, simple_loss=0.3169, pruned_loss=0.082, over 12339.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03337, over 51.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.2961, pruned_loss=0.07175, over 2472657.81 frames. utt_duration=625.8 frames, utt_pad_proportion=0.05503, over 15842.99 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3138, pruned_loss=0.08303, over 2467377.51 frames. utt_duration=1228 frames, utt_pad_proportion=0.06917, over 8049.00 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.294, pruned_loss=0.06981, over 2473354.29 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05137, over 16716.15 utterances.], batch size: 51, lr: 5.13e-04
2022-08-23 19:51:39,543 INFO [train.py:927] (7/8) Epoch 6, batch 21600, giga_loss[loss=0.256, simple_loss=0.3345, pruned_loss=0.08873, over 12411.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04134, over 37.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3014, pruned_loss=0.07314, over 2472413.96 frames. utt_duration=616.9 frames, utt_pad_proportion=0.05264, over 16070.85 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3133, pruned_loss=0.0827, over 2467207.49 frames. utt_duration=1233 frames, utt_pad_proportion=0.06806, over 8011.24 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.2997, pruned_loss=0.07162, over 2473236.82 frames. utt_duration=583.9 frames, utt_pad_proportion=0.05023, over 16985.78 utterances.], batch size: 37, lr: 5.13e-04
2022-08-23 19:53:21,506 INFO [train.py:927] (7/8) Epoch 6, batch 21650, giga_loss[loss=0.2425, simple_loss=0.3299, pruned_loss=0.07756, over 12418.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0391, over 105.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3075, pruned_loss=0.07558, over 2472399.87 frames. utt_duration=590.5 frames, utt_pad_proportion=0.0619, over 16790.47 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3134, pruned_loss=0.08276, over 2467154.15 frames. utt_duration=1226 frames, utt_pad_proportion=0.07113, over 8060.05 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3059, pruned_loss=0.07418, over 2473190.19 frames. utt_duration=562.8 frames, utt_pad_proportion=0.05831, over 17623.65 utterances.], batch size: 105, lr: 5.13e-04
2022-08-23 19:55:00,507 INFO [train.py:927] (7/8) Epoch 6, batch 21700, giga_loss[loss=0.2232, simple_loss=0.3108, pruned_loss=0.06784, over 12451.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03119, over 75.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3067, pruned_loss=0.07355, over 2472855.57 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05856, over 17073.70 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3136, pruned_loss=0.08274, over 2466932.44 frames. utt_duration=1232 frames, utt_pad_proportion=0.06963, over 8019.80 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3051, pruned_loss=0.07226, over 2473830.22 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05638, over 18004.13 utterances.], batch size: 75, lr: 5.12e-04
2022-08-23 19:56:40,733 INFO [train.py:927] (7/8) Epoch 6, batch 21750, giga_loss[loss=0.2664, simple_loss=0.3345, pruned_loss=0.09914, over 12370.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07139, over 211.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3064, pruned_loss=0.07304, over 2473103.05 frames. utt_duration=582.7 frames, utt_pad_proportion=0.06461, over 17020.27 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3135, pruned_loss=0.0828, over 2467067.03 frames. utt_duration=1234 frames, utt_pad_proportion=0.0684, over 8009.37 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3051, pruned_loss=0.07174, over 2473890.84 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06295, over 17966.44 utterances.], batch size: 211, lr: 5.12e-04
2022-08-23 19:58:24,359 INFO [train.py:927] (7/8) Epoch 6, batch 21800, giga_loss[loss=0.2488, simple_loss=0.3317, pruned_loss=0.08295, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05247, over 161.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3085, pruned_loss=0.07411, over 2472922.78 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06018, over 16771.05 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3131, pruned_loss=0.08264, over 2467051.81 frames. utt_duration=1241 frames, utt_pad_proportion=0.06644, over 7959.63 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3076, pruned_loss=0.0729, over 2473807.56 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05979, over 17906.53 utterances.], batch size: 161, lr: 5.12e-04
2022-08-23 20:00:09,135 INFO [train.py:927] (7/8) Epoch 6, batch 21850, giga_loss[loss=0.2335, simple_loss=0.3061, pruned_loss=0.08051, over 12334.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1924, over 363.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3103, pruned_loss=0.07593, over 2473023.03 frames. utt_duration=552.7 frames, utt_pad_proportion=0.0699, over 17947.00 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3126, pruned_loss=0.08237, over 2467190.14 frames. utt_duration=1247 frames, utt_pad_proportion=0.06475, over 7920.82 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3099, pruned_loss=0.07497, over 2473793.30 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06968, over 19199.85 utterances.], batch size: 363, lr: 5.12e-04
2022-08-23 20:01:51,707 INFO [train.py:927] (7/8) Epoch 6, batch 21900, giga_loss[loss=0.2221, simple_loss=0.3005, pruned_loss=0.07182, over 12342.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03339, over 51.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.312, pruned_loss=0.07774, over 2473047.28 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06963, over 18452.09 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3126, pruned_loss=0.08228, over 2467077.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.06391, over 7894.61 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3117, pruned_loss=0.07697, over 2473879.43 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06985, over 19679.99 utterances.], batch size: 51, lr: 5.12e-04
2022-08-23 20:03:36,338 INFO [train.py:927] (7/8) Epoch 6, batch 21950, giga_loss[loss=0.2403, simple_loss=0.3269, pruned_loss=0.07688, over 12447.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03499, over 123.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3127, pruned_loss=0.07747, over 2472025.63 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06627, over 17226.62 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3127, pruned_loss=0.08237, over 2467071.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.06356, over 7900.65 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3124, pruned_loss=0.07669, over 2472760.66 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06684, over 18371.37 utterances.], batch size: 123, lr: 5.12e-04
2022-08-23 20:05:18,932 INFO [train.py:927] (7/8) Epoch 6, batch 22000, giga_loss[loss=0.2291, simple_loss=0.3096, pruned_loss=0.07428, over 12436.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04393, over 34.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3138, pruned_loss=0.07716, over 2471693.00 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06198, over 16677.46 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.313, pruned_loss=0.08252, over 2467180.41 frames. utt_duration=1249 frames, utt_pad_proportion=0.06336, over 7909.66 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3133, pruned_loss=0.07637, over 2472208.10 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06275, over 17647.82 utterances.], batch size: 34, lr: 5.12e-04
2022-08-23 20:07:02,550 INFO [train.py:927] (7/8) Epoch 6, batch 22050, giga_loss[loss=0.2296, simple_loss=0.3086, pruned_loss=0.07534, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02772, over 45.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3124, pruned_loss=0.07693, over 2471164.94 frames. utt_duration=626 frames, utt_pad_proportion=0.05935, over 15828.69 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3133, pruned_loss=0.08294, over 2466954.35 frames. utt_duration=1240 frames, utt_pad_proportion=0.06595, over 7965.71 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3118, pruned_loss=0.07579, over 2471902.64 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05908, over 16778.83 utterances.], batch size: 45, lr: 5.12e-04
2022-08-23 20:08:46,638 INFO [train.py:927] (7/8) Epoch 6, batch 22100, giga_loss[loss=0.2507, simple_loss=0.3096, pruned_loss=0.09587, over 12353.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2038, over 369.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3114, pruned_loss=0.0767, over 2471583.62 frames. utt_duration=619.5 frames, utt_pad_proportion=0.06267, over 15998.49 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3133, pruned_loss=0.08299, over 2467073.58 frames. utt_duration=1240 frames, utt_pad_proportion=0.06568, over 7964.88 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3108, pruned_loss=0.07573, over 2472077.66 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06241, over 16777.36 utterances.], batch size: 369, lr: 5.12e-04
2022-08-23 20:10:28,095 INFO [train.py:927] (7/8) Epoch 6, batch 22150, giga_loss[loss=0.2206, simple_loss=0.3139, pruned_loss=0.06369, over 12367.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02853, over 70.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3121, pruned_loss=0.07697, over 2471888.92 frames. utt_duration=637.7 frames, utt_pad_proportion=0.06339, over 15542.35 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3137, pruned_loss=0.08322, over 2467076.31 frames. utt_duration=1231 frames, utt_pad_proportion=0.06909, over 8026.68 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3113, pruned_loss=0.07592, over 2472345.18 frames. utt_duration=611.5 frames, utt_pad_proportion=0.06164, over 16213.34 utterances.], batch size: 70, lr: 5.12e-04
2022-08-23 20:12:12,449 INFO [train.py:927] (7/8) Epoch 6, batch 22200, giga_loss[loss=0.2151, simple_loss=0.3072, pruned_loss=0.06152, over 12350.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03257, over 62.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3133, pruned_loss=0.07745, over 2471578.40 frames. utt_duration=622.3 frames, utt_pad_proportion=0.06655, over 15923.84 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3139, pruned_loss=0.08319, over 2466870.21 frames. utt_duration=1233 frames, utt_pad_proportion=0.06815, over 8014.81 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3125, pruned_loss=0.07647, over 2472296.69 frames. utt_duration=592.7 frames, utt_pad_proportion=0.06545, over 16726.43 utterances.], batch size: 62, lr: 5.12e-04
2022-08-23 20:13:53,965 INFO [train.py:927] (7/8) Epoch 6, batch 22250, giga_loss[loss=0.2132, simple_loss=0.2936, pruned_loss=0.06636, over 12269.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03489, over 28.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3118, pruned_loss=0.07668, over 2470628.98 frames. utt_duration=637.4 frames, utt_pad_proportion=0.06241, over 15541.45 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3137, pruned_loss=0.08314, over 2466756.59 frames. utt_duration=1235 frames, utt_pad_proportion=0.06763, over 8000.69 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3113, pruned_loss=0.0759, over 2471339.88 frames. utt_duration=609.5 frames, utt_pad_proportion=0.0619, over 16258.73 utterances.], batch size: 28, lr: 5.12e-04
2022-08-23 20:15:37,652 INFO [train.py:927] (7/8) Epoch 6, batch 22300, giga_loss[loss=0.2453, simple_loss=0.3226, pruned_loss=0.08401, over 12381.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02728, over 66.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3096, pruned_loss=0.07597, over 2471225.46 frames. utt_duration=629.4 frames, utt_pad_proportion=0.06447, over 15743.07 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3141, pruned_loss=0.08351, over 2466906.26 frames. utt_duration=1234 frames, utt_pad_proportion=0.06696, over 8002.98 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3088, pruned_loss=0.0748, over 2471765.34 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06424, over 16528.57 utterances.], batch size: 66, lr: 5.11e-04
2022-08-23 20:17:18,529 INFO [train.py:927] (7/8) Epoch 6, batch 22350, giga_loss[loss=0.2312, simple_loss=0.3108, pruned_loss=0.07578, over 12472.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02923, over 55.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3091, pruned_loss=0.07603, over 2472003.16 frames. utt_duration=594.1 frames, utt_pad_proportion=0.07029, over 16686.23 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3147, pruned_loss=0.08382, over 2467116.78 frames. utt_duration=1237 frames, utt_pad_proportion=0.06593, over 7986.98 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3079, pruned_loss=0.07469, over 2472318.09 frames. utt_duration=567.2 frames, utt_pad_proportion=0.07035, over 17482.54 utterances.], batch size: 55, lr: 5.11e-04
2022-08-23 20:18:58,377 INFO [train.py:927] (7/8) Epoch 6, batch 22400, giga_loss[loss=0.2228, simple_loss=0.2995, pruned_loss=0.07307, over 12409.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.0562, over 162.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3048, pruned_loss=0.07432, over 2472313.69 frames. utt_duration=630.8 frames, utt_pad_proportion=0.06466, over 15713.66 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3143, pruned_loss=0.08374, over 2467092.13 frames. utt_duration=1244 frames, utt_pad_proportion=0.0648, over 7942.74 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3039, pruned_loss=0.07314, over 2472711.42 frames. utt_duration=598.6 frames, utt_pad_proportion=0.06547, over 16565.39 utterances.], batch size: 162, lr: 5.11e-04
2022-08-23 20:20:40,395 INFO [train.py:927] (7/8) Epoch 6, batch 22450, giga_loss[loss=0.1983, simple_loss=0.2801, pruned_loss=0.05827, over 12387.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02711, over 66.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.302, pruned_loss=0.07262, over 2472491.91 frames. utt_duration=617.8 frames, utt_pad_proportion=0.06335, over 16047.87 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3142, pruned_loss=0.08369, over 2467175.18 frames. utt_duration=1246 frames, utt_pad_proportion=0.06409, over 7930.60 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3013, pruned_loss=0.07162, over 2472804.27 frames. utt_duration=589.1 frames, utt_pad_proportion=0.0643, over 16833.94 utterances.], batch size: 66, lr: 5.11e-04
2022-08-23 20:22:18,312 INFO [train.py:927] (7/8) Epoch 6, batch 22500, libri_loss[loss=0.2468, simple_loss=0.3208, pruned_loss=0.08634, over 12272.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008612, over 37.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3034, pruned_loss=0.07355, over 2472894.92 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06918, over 17112.04 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3148, pruned_loss=0.08402, over 2467405.72 frames. utt_duration=1234 frames, utt_pad_proportion=0.06664, over 8007.37 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3019, pruned_loss=0.07215, over 2473104.07 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06878, over 17915.19 utterances.], batch size: 37, lr: 5.11e-04
2022-08-23 20:24:04,222 INFO [train.py:927] (7/8) Epoch 6, batch 22550, giga_loss[loss=0.2418, simple_loss=0.3223, pruned_loss=0.08066, over 12379.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.0704, over 211.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3046, pruned_loss=0.07334, over 2473464.93 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06632, over 17755.59 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.315, pruned_loss=0.08413, over 2467208.96 frames. utt_duration=1236 frames, utt_pad_proportion=0.06585, over 7992.32 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3032, pruned_loss=0.072, over 2473892.38 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06644, over 18527.85 utterances.], batch size: 211, lr: 5.11e-04
2022-08-23 20:25:42,704 INFO [train.py:927] (7/8) Epoch 6, batch 22600, giga_loss[loss=0.2414, simple_loss=0.3118, pruned_loss=0.08547, over 12254.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02849, over 54.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3046, pruned_loss=0.07279, over 2473888.23 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06566, over 17765.82 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3149, pruned_loss=0.08437, over 2467104.73 frames. utt_duration=1236 frames, utt_pad_proportion=0.06851, over 7993.84 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3031, pruned_loss=0.07102, over 2474587.92 frames. utt_duration=528.4 frames, utt_pad_proportion=0.0646, over 18784.22 utterances.], batch size: 54, lr: 5.11e-04
2022-08-23 20:27:23,761 INFO [train.py:927] (7/8) Epoch 6, batch 22650, giga_loss[loss=0.2247, simple_loss=0.3064, pruned_loss=0.07155, over 12382.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04017, over 113.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3037, pruned_loss=0.07222, over 2474383.30 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06655, over 18094.60 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3148, pruned_loss=0.08437, over 2467175.79 frames. utt_duration=1216 frames, utt_pad_proportion=0.07549, over 8123.37 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3023, pruned_loss=0.07049, over 2475055.04 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06299, over 19062.31 utterances.], batch size: 113, lr: 5.11e-04
2022-08-23 20:29:05,642 INFO [train.py:927] (7/8) Epoch 6, batch 22700, giga_loss[loss=0.2281, simple_loss=0.3042, pruned_loss=0.07601, over 12286.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03261, over 28.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3037, pruned_loss=0.07269, over 2473598.27 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06807, over 17995.69 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3146, pruned_loss=0.0843, over 2467374.63 frames. utt_duration=1221 frames, utt_pad_proportion=0.0735, over 8094.29 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3024, pruned_loss=0.071, over 2474187.17 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06579, over 19111.44 utterances.], batch size: 28, lr: 5.11e-04
2022-08-23 20:30:48,876 INFO [train.py:927] (7/8) Epoch 6, batch 22750, giga_loss[loss=0.2322, simple_loss=0.3119, pruned_loss=0.07627, over 12377.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03061, over 58.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3053, pruned_loss=0.07332, over 2473021.00 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06975, over 18110.94 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3146, pruned_loss=0.08428, over 2467193.59 frames. utt_duration=1223 frames, utt_pad_proportion=0.07297, over 8078.40 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3042, pruned_loss=0.0719, over 2473716.32 frames. utt_duration=519.5 frames, utt_pad_proportion=0.0681, over 19102.60 utterances.], batch size: 58, lr: 5.11e-04
2022-08-23 20:32:26,939 INFO [train.py:927] (7/8) Epoch 6, batch 22800, giga_loss[loss=0.2252, simple_loss=0.3089, pruned_loss=0.07073, over 12479.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.0259, over 55.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3073, pruned_loss=0.07382, over 2473663.92 frames. utt_duration=566.1 frames, utt_pad_proportion=0.07009, over 17525.61 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3161, pruned_loss=0.08503, over 2467534.18 frames. utt_duration=1200 frames, utt_pad_proportion=0.08059, over 8234.95 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3049, pruned_loss=0.07178, over 2474046.64 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06578, over 18401.18 utterances.], batch size: 55, lr: 5.11e-04
2022-08-23 20:34:07,056 INFO [train.py:927] (7/8) Epoch 6, batch 22850, giga_loss[loss=0.2331, simple_loss=0.3165, pruned_loss=0.07486, over 12406.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03885, over 133.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3083, pruned_loss=0.07446, over 2473711.72 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06579, over 17562.69 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.316, pruned_loss=0.085, over 2467607.27 frames. utt_duration=1202 frames, utt_pad_proportion=0.07999, over 8219.65 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3064, pruned_loss=0.0728, over 2474003.58 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06275, over 18337.82 utterances.], batch size: 133, lr: 5.11e-04
2022-08-23 20:35:47,707 INFO [train.py:927] (7/8) Epoch 6, batch 22900, giga_loss[loss=0.2231, simple_loss=0.2994, pruned_loss=0.07342, over 12377.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06509, over 183.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3055, pruned_loss=0.07344, over 2474696.36 frames. utt_duration=570.1 frames, utt_pad_proportion=0.0618, over 17407.53 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3159, pruned_loss=0.08503, over 2467583.68 frames. utt_duration=1206 frames, utt_pad_proportion=0.07852, over 8193.37 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3039, pruned_loss=0.07185, over 2475116.39 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05999, over 18262.34 utterances.], batch size: 183, lr: 5.10e-04
2022-08-23 20:37:23,198 INFO [train.py:927] (7/8) Epoch 6, batch 22950, giga_loss[loss=0.3027, simple_loss=0.3586, pruned_loss=0.1234, over 12367.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3061, pruned_loss=0.07367, over 2474947.82 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06459, over 18111.48 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3167, pruned_loss=0.08568, over 2467755.35 frames. utt_duration=1185 frames, utt_pad_proportion=0.08491, over 8341.27 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.304, pruned_loss=0.07156, over 2475326.69 frames. utt_duration=525 frames, utt_pad_proportion=0.06046, over 18913.44 utterances.], batch size: 258, lr: 5.10e-04
2022-08-23 20:39:02,697 INFO [train.py:927] (7/8) Epoch 6, batch 23000, giga_loss[loss=0.2281, simple_loss=0.3023, pruned_loss=0.07699, over 12371.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03509, over 80.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.307, pruned_loss=0.07295, over 2475178.25 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06184, over 18009.72 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3167, pruned_loss=0.08556, over 2467652.63 frames. utt_duration=1186 frames, utt_pad_proportion=0.08421, over 8336.23 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3052, pruned_loss=0.07122, over 2475680.81 frames. utt_duration=528.9 frames, utt_pad_proportion=0.0588, over 18775.93 utterances.], batch size: 80, lr: 5.10e-04
2022-08-23 20:40:41,807 INFO [train.py:927] (7/8) Epoch 6, batch 23050, giga_loss[loss=0.219, simple_loss=0.2984, pruned_loss=0.06983, over 12347.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03003, over 91.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3052, pruned_loss=0.07259, over 2474644.53 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05768, over 17796.19 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3166, pruned_loss=0.08554, over 2467465.88 frames. utt_duration=1188 frames, utt_pad_proportion=0.08327, over 8317.24 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3036, pruned_loss=0.07107, over 2475311.53 frames. utt_duration=535.4 frames, utt_pad_proportion=0.05565, over 18544.98 utterances.], batch size: 91, lr: 5.10e-04
2022-08-23 20:42:22,969 INFO [train.py:927] (7/8) Epoch 6, batch 23100, giga_loss[loss=0.2088, simple_loss=0.281, pruned_loss=0.0683, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02999, over 45.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3027, pruned_loss=0.07267, over 2474405.12 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05868, over 17551.44 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3162, pruned_loss=0.08532, over 2467685.68 frames. utt_duration=1193 frames, utt_pad_proportion=0.08134, over 8285.74 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3014, pruned_loss=0.07111, over 2475043.16 frames. utt_duration=534.6 frames, utt_pad_proportion=0.05735, over 18571.34 utterances.], batch size: 45, lr: 5.10e-04
2022-08-23 20:44:03,885 INFO [train.py:927] (7/8) Epoch 6, batch 23150, giga_loss[loss=0.2048, simple_loss=0.2868, pruned_loss=0.06136, over 12346.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.0323, over 85.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3016, pruned_loss=0.07241, over 2474467.96 frames. utt_duration=561.9 frames, utt_pad_proportion=0.05705, over 17662.43 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3163, pruned_loss=0.08539, over 2467722.12 frames. utt_duration=1193 frames, utt_pad_proportion=0.08043, over 8281.53 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3002, pruned_loss=0.07096, over 2475020.46 frames. utt_duration=534.1 frames, utt_pad_proportion=0.0563, over 18587.31 utterances.], batch size: 85, lr: 5.10e-04
2022-08-23 20:45:42,917 INFO [train.py:927] (7/8) Epoch 6, batch 23200, giga_loss[loss=0.2015, simple_loss=0.2634, pruned_loss=0.06976, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03553, over 40.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.2973, pruned_loss=0.07053, over 2474516.15 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05579, over 17436.76 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3162, pruned_loss=0.08526, over 2467500.98 frames. utt_duration=1197 frames, utt_pad_proportion=0.07893, over 8253.77 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.296, pruned_loss=0.06918, over 2475318.41 frames. utt_duration=539.5 frames, utt_pad_proportion=0.05567, over 18405.10 utterances.], batch size: 40, lr: 5.10e-04
2022-08-23 20:47:24,412 INFO [train.py:927] (7/8) Epoch 6, batch 23250, giga_loss[loss=0.1777, simple_loss=0.2621, pruned_loss=0.04668, over 12476.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04392, over 34.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2955, pruned_loss=0.06963, over 2474593.14 frames. utt_duration=563.4 frames, utt_pad_proportion=0.057, over 17616.59 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3157, pruned_loss=0.08497, over 2467281.94 frames. utt_duration=1196 frames, utt_pad_proportion=0.08024, over 8259.92 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.294, pruned_loss=0.06819, over 2475715.48 frames. utt_duration=529.1 frames, utt_pad_proportion=0.05583, over 18769.74 utterances.], batch size: 34, lr: 5.10e-04
2022-08-23 20:49:03,736 INFO [train.py:927] (7/8) Epoch 6, batch 23300, giga_loss[loss=0.2905, simple_loss=0.3483, pruned_loss=0.1164, over 12400.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1098, over 260.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2971, pruned_loss=0.07012, over 2474303.35 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05991, over 17274.89 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3164, pruned_loss=0.0855, over 2467391.99 frames. utt_duration=1165 frames, utt_pad_proportion=0.0916, over 8486.24 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2949, pruned_loss=0.06819, over 2475224.33 frames. utt_duration=547.1 frames, utt_pad_proportion=0.05342, over 18146.88 utterances.], batch size: 260, lr: 5.10e-04
2022-08-23 20:50:45,622 INFO [train.py:927] (7/8) Epoch 6, batch 23350, giga_loss[loss=0.23, simple_loss=0.312, pruned_loss=0.07404, over 12435.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04131, over 146.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.2991, pruned_loss=0.07056, over 2473908.58 frames. utt_duration=563.4 frames, utt_pad_proportion=0.0624, over 17611.95 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3162, pruned_loss=0.08546, over 2467257.33 frames. utt_duration=1159 frames, utt_pad_proportion=0.09388, over 8525.89 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2972, pruned_loss=0.06878, over 2474848.35 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05579, over 18413.12 utterances.], batch size: 146, lr: 5.10e-04
2022-08-23 20:52:30,173 INFO [train.py:927] (7/8) Epoch 6, batch 23400, giga_loss[loss=0.2399, simple_loss=0.3231, pruned_loss=0.07839, over 12367.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03245, over 62.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3021, pruned_loss=0.07173, over 2474486.28 frames. utt_duration=582.7 frames, utt_pad_proportion=0.05768, over 17029.56 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3165, pruned_loss=0.0855, over 2467527.08 frames. utt_duration=1160 frames, utt_pad_proportion=0.09312, over 8516.65 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3001, pruned_loss=0.07015, over 2475032.48 frames. utt_duration=559.2 frames, utt_pad_proportion=0.05267, over 17751.38 utterances.], batch size: 62, lr: 5.10e-04
2022-08-23 20:54:15,181 INFO [train.py:927] (7/8) Epoch 6, batch 23450, giga_loss[loss=0.3078, simple_loss=0.3568, pruned_loss=0.1294, over 12340.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1982, over 366.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.31, pruned_loss=0.07757, over 2474365.44 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06526, over 18255.14 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.316, pruned_loss=0.08523, over 2467567.41 frames. utt_duration=1166 frames, utt_pad_proportion=0.09146, over 8473.10 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3087, pruned_loss=0.07633, over 2474919.45 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06168, over 19076.56 utterances.], batch size: 366, lr: 5.10e-04
2022-08-23 20:55:58,082 INFO [train.py:927] (7/8) Epoch 6, batch 23500, giga_loss[loss=0.2734, simple_loss=0.3426, pruned_loss=0.1021, over 12436.00 frames. utt_duration=579.8 frames, utt_pad_proportion=0.03527, over 86.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3167, pruned_loss=0.08266, over 2474876.28 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06533, over 18358.97 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3161, pruned_loss=0.08534, over 2467219.28 frames. utt_duration=1162 frames, utt_pad_proportion=0.09347, over 8507.47 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3155, pruned_loss=0.0814, over 2475899.29 frames. utt_duration=514.4 frames, utt_pad_proportion=0.0612, over 19309.06 utterances.], batch size: 86, lr: 5.10e-04
2022-08-23 20:57:42,163 INFO [train.py:927] (7/8) Epoch 6, batch 23550, giga_loss[loss=0.2811, simple_loss=0.3466, pruned_loss=0.1079, over 12388.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03423, over 80.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3235, pruned_loss=0.08789, over 2474477.09 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06521, over 18860.79 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.316, pruned_loss=0.08529, over 2467104.96 frames. utt_duration=1153 frames, utt_pad_proportion=0.09624, over 8570.17 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3227, pruned_loss=0.08691, over 2475550.36 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06074, over 19780.08 utterances.], batch size: 80, lr: 5.09e-04
2022-08-23 20:59:29,441 INFO [train.py:927] (7/8) Epoch 6, batch 23600, giga_loss[loss=0.3597, simple_loss=0.3988, pruned_loss=0.1603, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07482, over 212.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3294, pruned_loss=0.09329, over 2473989.84 frames. utt_duration=493.5 frames, utt_pad_proportion=0.0679, over 20114.64 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.316, pruned_loss=0.08524, over 2466790.42 frames. utt_duration=1158 frames, utt_pad_proportion=0.09494, over 8532.94 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3289, pruned_loss=0.09261, over 2475218.71 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06471, over 21045.04 utterances.], batch size: 212, lr: 5.09e-04
2022-08-23 21:01:16,924 INFO [train.py:927] (7/8) Epoch 6, batch 23650, libri_loss[loss=0.2108, simple_loss=0.2902, pruned_loss=0.06573, over 12123.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006672, over 32.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.333, pruned_loss=0.09614, over 2474446.47 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06305, over 19428.57 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3161, pruned_loss=0.08513, over 2466781.54 frames. utt_duration=1168 frames, utt_pad_proportion=0.09186, over 8456.36 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3333, pruned_loss=0.09614, over 2475813.84 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06142, over 20741.08 utterances.], batch size: 32, lr: 5.09e-04
2022-08-23 21:03:04,009 INFO [train.py:927] (7/8) Epoch 6, batch 23700, giga_loss[loss=0.2506, simple_loss=0.3146, pruned_loss=0.09327, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02695, over 48.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3353, pruned_loss=0.09884, over 2474228.68 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07017, over 20128.04 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3158, pruned_loss=0.08499, over 2466717.19 frames. utt_duration=1160 frames, utt_pad_proportion=0.09412, over 8519.06 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3366, pruned_loss=0.0995, over 2475731.85 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06717, over 21606.46 utterances.], batch size: 48, lr: 5.09e-04
2022-08-23 21:04:48,492 INFO [train.py:927] (7/8) Epoch 6, batch 23750, giga_loss[loss=0.2239, simple_loss=0.3029, pruned_loss=0.07244, over 12331.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03321, over 51.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3328, pruned_loss=0.09741, over 2473579.47 frames. utt_duration=504.9 frames, utt_pad_proportion=0.0704, over 19654.51 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3152, pruned_loss=0.08468, over 2466895.49 frames. utt_duration=1166 frames, utt_pad_proportion=0.09161, over 8476.50 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.335, pruned_loss=0.09876, over 2474908.99 frames. utt_duration=465.1 frames, utt_pad_proportion=0.06849, over 21351.31 utterances.], batch size: 51, lr: 5.09e-04
2022-08-23 21:06:33,237 INFO [train.py:927] (7/8) Epoch 6, batch 23800, giga_loss[loss=0.2754, simple_loss=0.3353, pruned_loss=0.1078, over 12342.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3349, pruned_loss=0.09836, over 2473516.05 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07226, over 20474.57 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3152, pruned_loss=0.08451, over 2467220.99 frames. utt_duration=1168 frames, utt_pad_proportion=0.09049, over 8461.99 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.337, pruned_loss=0.09981, over 2474413.36 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07091, over 22033.62 utterances.], batch size: 368, lr: 5.09e-04
2022-08-23 21:08:18,708 INFO [train.py:927] (7/8) Epoch 6, batch 23850, giga_loss[loss=0.2407, simple_loss=0.3223, pruned_loss=0.07953, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02773, over 43.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3356, pruned_loss=0.09825, over 2473575.89 frames. utt_duration=473 frames, utt_pad_proportion=0.07519, over 20983.47 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3151, pruned_loss=0.08453, over 2466887.75 frames. utt_duration=1173 frames, utt_pad_proportion=0.08932, over 8421.11 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3377, pruned_loss=0.09963, over 2474717.78 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07429, over 22489.73 utterances.], batch size: 43, lr: 5.09e-04
2022-08-23 21:10:06,906 INFO [train.py:927] (7/8) Epoch 6, batch 23900, giga_loss[loss=0.2139, simple_loss=0.2988, pruned_loss=0.06445, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03781, over 40.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3335, pruned_loss=0.09528, over 2472909.76 frames. utt_duration=492 frames, utt_pad_proportion=0.07406, over 20164.69 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3145, pruned_loss=0.08418, over 2467023.91 frames. utt_duration=1180 frames, utt_pad_proportion=0.08777, over 8373.07 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3362, pruned_loss=0.09698, over 2473844.13 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07384, over 21684.25 utterances.], batch size: 40, lr: 5.09e-04
2022-08-23 21:11:49,979 INFO [train.py:927] (7/8) Epoch 6, batch 23950, giga_loss[loss=0.2432, simple_loss=0.3228, pruned_loss=0.08178, over 12432.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03727, over 43.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3305, pruned_loss=0.09306, over 2473178.09 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07364, over 20262.16 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3141, pruned_loss=0.08392, over 2466894.71 frames. utt_duration=1183 frames, utt_pad_proportion=0.08666, over 8355.23 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3334, pruned_loss=0.09491, over 2474211.11 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07369, over 21800.91 utterances.], batch size: 43, lr: 5.09e-04
2022-08-23 21:13:32,473 INFO [train.py:927] (7/8) Epoch 6, batch 24000, giga_loss[loss=0.2142, simple_loss=0.2969, pruned_loss=0.06578, over 12416.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02831, over 62.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3306, pruned_loss=0.09371, over 2473026.78 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07621, over 20766.30 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3144, pruned_loss=0.0845, over 2466932.77 frames. utt_duration=1173 frames, utt_pad_proportion=0.09016, over 8421.99 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3328, pruned_loss=0.09475, over 2473883.73 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07467, over 22076.70 utterances.], batch size: 62, lr: 5.09e-04
2022-08-23 21:13:32,474 INFO [train.py:958] (7/8) Computing validation loss
2022-08-23 21:13:45,959 INFO [train.py:967] (7/8) 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 21:15:42,147 INFO [train.py:927] (7/8) Epoch 6, batch 24050, giga_loss[loss=0.2276, simple_loss=0.3128, pruned_loss=0.07118, over 12380.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03292, over 122.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3305, pruned_loss=0.09214, over 2474244.42 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07178, over 20371.98 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3143, pruned_loss=0.08425, over 2467106.37 frames. utt_duration=1176 frames, utt_pad_proportion=0.08879, over 8400.72 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3326, pruned_loss=0.09336, over 2474877.32 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07117, over 21652.73 utterances.], batch size: 122, lr: 5.09e-04
2022-08-23 21:17:25,473 INFO [train.py:927] (7/8) Epoch 6, batch 24100, libri_loss[loss=0.2065, simple_loss=0.2809, pruned_loss=0.06608, over 12236.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005177, over 31.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3306, pruned_loss=0.08994, over 2474241.10 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06879, over 19866.97 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3141, pruned_loss=0.08406, over 2467260.10 frames. utt_duration=1180 frames, utt_pad_proportion=0.08704, over 8371.03 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.333, pruned_loss=0.09127, over 2474811.30 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06892, over 21240.97 utterances.], batch size: 31, lr: 5.09e-04
2022-08-23 21:19:11,230 INFO [train.py:927] (7/8) Epoch 6, batch 24150, giga_loss[loss=0.2825, simple_loss=0.3489, pruned_loss=0.1081, over 12408.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06253, over 183.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3303, pruned_loss=0.09019, over 2474712.55 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07367, over 20862.57 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.314, pruned_loss=0.08391, over 2467429.32 frames. utt_duration=1179 frames, utt_pad_proportion=0.08713, over 8381.21 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3324, pruned_loss=0.09144, over 2475070.58 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07346, over 22042.80 utterances.], batch size: 183, lr: 5.08e-04
2022-08-23 21:20:55,917 INFO [train.py:927] (7/8) Epoch 6, batch 24200, giga_loss[loss=0.2467, simple_loss=0.3233, pruned_loss=0.08501, over 12393.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03672, over 113.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3295, pruned_loss=0.09082, over 2474530.90 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07292, over 20779.99 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.315, pruned_loss=0.08425, over 2467599.73 frames. utt_duration=1167 frames, utt_pad_proportion=0.09018, over 8467.93 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3305, pruned_loss=0.09162, over 2474802.19 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07149, over 21860.34 utterances.], batch size: 113, lr: 5.08e-04
2022-08-23 21:22:43,022 INFO [train.py:927] (7/8) Epoch 6, batch 24250, giga_loss[loss=0.2354, simple_loss=0.3106, pruned_loss=0.08008, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03491, over 37.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3282, pruned_loss=0.08981, over 2474708.64 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07282, over 20714.95 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3149, pruned_loss=0.08407, over 2467633.54 frames. utt_duration=1169 frames, utt_pad_proportion=0.08928, over 8456.50 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3296, pruned_loss=0.09077, over 2475085.42 frames. utt_duration=453 frames, utt_pad_proportion=0.0718, over 21923.19 utterances.], batch size: 37, lr: 5.08e-04
2022-08-23 21:24:25,310 INFO [train.py:927] (7/8) Epoch 6, batch 24300, giga_loss[loss=0.2502, simple_loss=0.3288, pruned_loss=0.08586, over 12434.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04133, over 146.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3266, pruned_loss=0.08869, over 2474556.66 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06848, over 20588.26 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3142, pruned_loss=0.0837, over 2467165.05 frames. utt_duration=1176 frames, utt_pad_proportion=0.08773, over 8404.58 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3286, pruned_loss=0.08991, over 2475452.57 frames. utt_duration=454 frames, utt_pad_proportion=0.0683, over 21880.76 utterances.], batch size: 146, lr: 5.08e-04
2022-08-23 21:26:09,637 INFO [train.py:927] (7/8) Epoch 6, batch 24350, giga_loss[loss=0.2329, simple_loss=0.3131, pruned_loss=0.07639, over 12422.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03971, over 123.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3253, pruned_loss=0.08817, over 2474572.50 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06555, over 20629.77 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3145, pruned_loss=0.08396, over 2467339.88 frames. utt_duration=1178 frames, utt_pad_proportion=0.08667, over 8389.58 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3267, pruned_loss=0.08897, over 2475225.55 frames. utt_duration=454.8 frames, utt_pad_proportion=0.06585, over 21837.05 utterances.], batch size: 123, lr: 5.08e-04
2022-08-23 21:27:54,957 INFO [train.py:927] (7/8) Epoch 6, batch 24400, libri_loss[loss=0.2106, simple_loss=0.2795, pruned_loss=0.07079, over 12490.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.006439, over 29.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3243, pruned_loss=0.08868, over 2473773.86 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07341, over 21314.18 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3143, pruned_loss=0.08395, over 2467282.19 frames. utt_duration=1185 frames, utt_pad_proportion=0.08515, over 8340.30 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3259, pruned_loss=0.08943, over 2474476.85 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07363, over 22599.81 utterances.], batch size: 29, lr: 5.08e-04
2022-08-23 21:29:39,706 INFO [train.py:927] (7/8) Epoch 6, batch 24450, giga_loss[loss=0.3077, simple_loss=0.3505, pruned_loss=0.1324, over 12378.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1966, over 366.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3228, pruned_loss=0.0882, over 2474112.06 frames. utt_duration=475 frames, utt_pad_proportion=0.07213, over 20897.92 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3139, pruned_loss=0.08361, over 2467671.45 frames. utt_duration=1191 frames, utt_pad_proportion=0.08295, over 8295.23 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3246, pruned_loss=0.08925, over 2474552.76 frames. utt_duration=443.9 frames, utt_pad_proportion=0.073, over 22369.78 utterances.], batch size: 366, lr: 5.08e-04
2022-08-23 21:31:22,722 INFO [train.py:927] (7/8) Epoch 6, batch 24500, giga_loss[loss=0.2455, simple_loss=0.3186, pruned_loss=0.0862, over 12383.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02717, over 91.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3238, pruned_loss=0.08954, over 2474494.18 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07825, over 21676.74 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3141, pruned_loss=0.08374, over 2468078.02 frames. utt_duration=1173 frames, utt_pad_proportion=0.08887, over 8426.85 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3254, pruned_loss=0.09042, over 2474646.13 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07662, over 23092.30 utterances.], batch size: 91, lr: 5.08e-04
2022-08-23 21:33:11,202 INFO [train.py:927] (7/8) Epoch 6, batch 24550, libri_loss[loss=0.2105, simple_loss=0.2865, pruned_loss=0.06728, over 12330.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.00748, over 33.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3245, pruned_loss=0.08982, over 2474818.73 frames. utt_duration=460.3 frames, utt_pad_proportion=0.0775, over 21574.09 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3137, pruned_loss=0.08363, over 2467972.24 frames. utt_duration=1177 frames, utt_pad_proportion=0.08769, over 8399.52 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3263, pruned_loss=0.09073, over 2475140.41 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07659, over 22955.68 utterances.], batch size: 33, lr: 5.08e-04
2022-08-23 21:34:56,029 INFO [train.py:927] (7/8) Epoch 6, batch 24600, giga_loss[loss=0.2231, simple_loss=0.299, pruned_loss=0.07357, over 12422.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.0336, over 75.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.325, pruned_loss=0.09027, over 2474381.25 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07886, over 21494.28 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3137, pruned_loss=0.08352, over 2468389.68 frames. utt_duration=1180 frames, utt_pad_proportion=0.08595, over 8377.79 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3267, pruned_loss=0.09125, over 2474395.34 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07856, over 22913.44 utterances.], batch size: 75, lr: 5.08e-04
2022-08-23 21:36:40,068 INFO [train.py:927] (7/8) Epoch 6, batch 24650, giga_loss[loss=0.2135, simple_loss=0.2924, pruned_loss=0.06732, over 12239.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03799, over 28.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3264, pruned_loss=0.09152, over 2474129.39 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07886, over 21415.01 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3139, pruned_loss=0.08329, over 2468241.04 frames. utt_duration=1178 frames, utt_pad_proportion=0.08511, over 8394.08 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3281, pruned_loss=0.0928, over 2474494.05 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07887, over 23023.25 utterances.], batch size: 28, lr: 5.08e-04
2022-08-23 21:38:26,357 INFO [train.py:927] (7/8) Epoch 6, batch 24700, giga_loss[loss=0.2659, simple_loss=0.3436, pruned_loss=0.09407, over 12351.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03261, over 58.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3278, pruned_loss=0.09378, over 2474732.74 frames. utt_duration=463.2 frames, utt_pad_proportion=0.08007, over 21439.65 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3141, pruned_loss=0.08358, over 2468433.10 frames. utt_duration=1168 frames, utt_pad_proportion=0.08774, over 8462.33 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3294, pruned_loss=0.09481, over 2475013.76 frames. utt_duration=431.3 frames, utt_pad_proportion=0.0791, over 23031.65 utterances.], batch size: 58, lr: 5.08e-04
2022-08-23 21:40:11,670 INFO [train.py:927] (7/8) Epoch 6, batch 24750, giga_loss[loss=0.2252, simple_loss=0.3009, pruned_loss=0.07478, over 12382.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03949, over 113.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3261, pruned_loss=0.09229, over 2474785.62 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07846, over 21003.92 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.314, pruned_loss=0.08348, over 2468719.11 frames. utt_duration=1173 frames, utt_pad_proportion=0.0861, over 8426.07 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3277, pruned_loss=0.09343, over 2474897.93 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07826, over 22592.73 utterances.], batch size: 113, lr: 5.07e-04
2022-08-23 21:41:53,552 INFO [train.py:927] (7/8) Epoch 6, batch 24800, giga_loss[loss=0.219, simple_loss=0.3025, pruned_loss=0.06776, over 12379.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04106, over 133.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3253, pruned_loss=0.0903, over 2475028.39 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07473, over 20538.49 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3141, pruned_loss=0.08378, over 2468711.48 frames. utt_duration=1177 frames, utt_pad_proportion=0.08476, over 8403.68 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3267, pruned_loss=0.09108, over 2475263.20 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07519, over 22036.10 utterances.], batch size: 133, lr: 5.07e-04
2022-08-23 21:43:41,614 INFO [train.py:927] (7/8) Epoch 6, batch 24850, giga_loss[loss=0.2606, simple_loss=0.3288, pruned_loss=0.09615, over 12224.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02883, over 42.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3229, pruned_loss=0.08972, over 2474640.10 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07944, over 21105.63 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3139, pruned_loss=0.08363, over 2468792.66 frames. utt_duration=1182 frames, utt_pad_proportion=0.08363, over 8366.88 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3244, pruned_loss=0.09057, over 2474855.66 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07984, over 22538.74 utterances.], batch size: 42, lr: 5.07e-04
2022-08-23 21:45:26,862 INFO [train.py:927] (7/8) Epoch 6, batch 24900, giga_loss[loss=0.2606, simple_loss=0.3376, pruned_loss=0.09182, over 12399.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02578, over 91.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3238, pruned_loss=0.09059, over 2474050.04 frames. utt_duration=476 frames, utt_pad_proportion=0.07782, over 20854.39 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3139, pruned_loss=0.08351, over 2468764.94 frames. utt_duration=1186 frames, utt_pad_proportion=0.0829, over 8336.50 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.325, pruned_loss=0.09148, over 2474335.07 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07845, over 22186.11 utterances.], batch size: 91, lr: 5.07e-04
2022-08-23 21:47:14,256 INFO [train.py:927] (7/8) Epoch 6, batch 24950, giga_loss[loss=0.2575, simple_loss=0.3378, pruned_loss=0.08857, over 12377.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02796, over 70.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3285, pruned_loss=0.09184, over 2474657.82 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0766, over 21422.79 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.314, pruned_loss=0.08348, over 2468851.48 frames. utt_duration=1190 frames, utt_pad_proportion=0.08167, over 8310.90 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3298, pruned_loss=0.09274, over 2474895.44 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07753, over 22748.38 utterances.], batch size: 70, lr: 5.07e-04
2022-08-23 21:49:00,298 INFO [train.py:927] (7/8) Epoch 6, batch 25000, giga_loss[loss=0.215, simple_loss=0.3046, pruned_loss=0.06266, over 12418.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02705, over 58.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3303, pruned_loss=0.09259, over 2474210.18 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07574, over 21064.44 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3144, pruned_loss=0.08395, over 2469046.59 frames. utt_duration=1178 frames, utt_pad_proportion=0.0856, over 8398.16 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.331, pruned_loss=0.09297, over 2474299.77 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07506, over 22205.31 utterances.], batch size: 58, lr: 5.07e-04
2022-08-23 21:50:45,564 INFO [train.py:927] (7/8) Epoch 6, batch 25050, giga_loss[loss=0.2225, simple_loss=0.2988, pruned_loss=0.07313, over 12446.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.03905, over 34.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3293, pruned_loss=0.09309, over 2474194.46 frames. utt_duration=468.5 frames, utt_pad_proportion=0.08178, over 21192.89 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3142, pruned_loss=0.08388, over 2469137.23 frames. utt_duration=1182 frames, utt_pad_proportion=0.08376, over 8367.78 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3307, pruned_loss=0.09375, over 2474337.69 frames. utt_duration=440.6 frames, utt_pad_proportion=0.08145, over 22536.04 utterances.], batch size: 34, lr: 5.07e-04
2022-08-23 21:52:30,683 INFO [train.py:927] (7/8) Epoch 6, batch 25100, giga_loss[loss=0.2729, simple_loss=0.3328, pruned_loss=0.1065, over 12463.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.03003, over 80.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3277, pruned_loss=0.0924, over 2474604.83 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07896, over 20793.34 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3143, pruned_loss=0.08389, over 2469258.70 frames. utt_duration=1187 frames, utt_pad_proportion=0.08154, over 8332.36 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3292, pruned_loss=0.09321, over 2474752.95 frames. utt_duration=445 frames, utt_pad_proportion=0.07965, over 22317.14 utterances.], batch size: 80, lr: 5.07e-04
2022-08-23 21:54:15,856 INFO [train.py:927] (7/8) Epoch 6, batch 25150, giga_loss[loss=0.2627, simple_loss=0.34, pruned_loss=0.09265, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03071, over 42.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3279, pruned_loss=0.09304, over 2474475.54 frames. utt_duration=486.5 frames, utt_pad_proportion=0.075, over 20407.03 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3149, pruned_loss=0.08409, over 2469226.63 frames. utt_duration=1175 frames, utt_pad_proportion=0.08474, over 8414.10 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3287, pruned_loss=0.09366, over 2474705.88 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07457, over 21760.71 utterances.], batch size: 42, lr: 5.07e-04
2022-08-23 21:56:02,092 INFO [train.py:927] (7/8) Epoch 6, batch 25200, libri_loss[loss=0.2754, simple_loss=0.3536, pruned_loss=0.09865, over 12371.00 frames. utt_duration=762.6 frames, utt_pad_proportion=0.1334, over 65.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3268, pruned_loss=0.09226, over 2474290.73 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07591, over 19874.35 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3151, pruned_loss=0.08416, over 2469251.49 frames. utt_duration=1172 frames, utt_pad_proportion=0.08512, over 8437.03 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3272, pruned_loss=0.09271, over 2474471.37 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07533, over 20967.78 utterances.], batch size: 65, lr: 5.07e-04
2022-08-23 21:57:45,514 INFO [train.py:927] (7/8) Epoch 6, batch 25250, giga_loss[loss=0.2265, simple_loss=0.3117, pruned_loss=0.07059, over 12424.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03332, over 75.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3254, pruned_loss=0.09146, over 2474460.14 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07512, over 19981.67 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3149, pruned_loss=0.08406, over 2469396.55 frames. utt_duration=1176 frames, utt_pad_proportion=0.08421, over 8413.54 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3261, pruned_loss=0.09201, over 2474545.60 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07495, over 21010.41 utterances.], batch size: 75, lr: 5.07e-04
2022-08-23 21:59:27,218 INFO [train.py:927] (7/8) Epoch 6, batch 25300, giga_loss[loss=0.2369, simple_loss=0.3157, pruned_loss=0.07901, over 12438.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04083, over 146.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3276, pruned_loss=0.09248, over 2474658.59 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07595, over 20483.05 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3148, pruned_loss=0.08396, over 2469303.16 frames. utt_duration=1178 frames, utt_pad_proportion=0.08334, over 8398.49 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3284, pruned_loss=0.09311, over 2474867.87 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07608, over 21474.04 utterances.], batch size: 146, lr: 5.07e-04
2022-08-23 22:01:15,904 INFO [train.py:927] (7/8) Epoch 6, batch 25350, giga_loss[loss=0.259, simple_loss=0.3405, pruned_loss=0.08872, over 12356.00 frames. utt_duration=619.3 frames, utt_pad_proportion=0.03688, over 80.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3282, pruned_loss=0.09168, over 2474568.78 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07227, over 19889.19 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3146, pruned_loss=0.08375, over 2469038.52 frames. utt_duration=1182 frames, utt_pad_proportion=0.08218, over 8364.82 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3292, pruned_loss=0.09252, over 2475072.07 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0729, over 20919.90 utterances.], batch size: 80, lr: 5.06e-04
2022-08-23 22:02:58,464 INFO [train.py:927] (7/8) Epoch 6, batch 25400, giga_loss[loss=0.3095, simple_loss=0.3639, pruned_loss=0.1275, over 12366.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06012, over 182.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3287, pruned_loss=0.08985, over 2474873.51 frames. utt_duration=511.4 frames, utt_pad_proportion=0.07202, over 19414.95 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3145, pruned_loss=0.0836, over 2469539.63 frames. utt_duration=1176 frames, utt_pad_proportion=0.08458, over 8409.30 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3299, pruned_loss=0.0908, over 2474965.84 frames. utt_duration=485.8 frames, utt_pad_proportion=0.0716, over 20439.88 utterances.], batch size: 182, lr: 5.06e-04
2022-08-23 22:04:44,153 INFO [train.py:927] (7/8) Epoch 6, batch 25450, giga_loss[loss=0.2357, simple_loss=0.3158, pruned_loss=0.07784, over 12368.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02746, over 66.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3325, pruned_loss=0.09296, over 2474657.01 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07136, over 19765.35 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3147, pruned_loss=0.08372, over 2469586.93 frames. utt_duration=1177 frames, utt_pad_proportion=0.08426, over 8401.25 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3333, pruned_loss=0.09363, over 2474709.81 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07116, over 20625.23 utterances.], batch size: 66, lr: 5.06e-04
2022-08-23 22:06:25,951 INFO [train.py:927] (7/8) Epoch 6, batch 25500, giga_loss[loss=0.2468, simple_loss=0.326, pruned_loss=0.08385, over 12450.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04261, over 114.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3338, pruned_loss=0.09399, over 2474904.68 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06809, over 19670.38 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3155, pruned_loss=0.08409, over 2469396.20 frames. utt_duration=1179 frames, utt_pad_proportion=0.08297, over 8387.55 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3342, pruned_loss=0.09447, over 2475271.11 frames. utt_duration=480.2 frames, utt_pad_proportion=0.06838, over 20681.26 utterances.], batch size: 114, lr: 5.06e-04
2022-08-23 22:08:09,811 INFO [train.py:927] (7/8) Epoch 6, batch 25550, libri_loss[loss=0.218, simple_loss=0.2933, pruned_loss=0.07133, over 12290.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005858, over 32.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3335, pruned_loss=0.09299, over 2475354.89 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07082, over 20209.76 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3151, pruned_loss=0.08387, over 2469430.80 frames. utt_duration=1184 frames, utt_pad_proportion=0.08156, over 8351.07 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3346, pruned_loss=0.09381, over 2475753.06 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07135, over 21328.17 utterances.], batch size: 32, lr: 5.06e-04
2022-08-23 22:09:51,733 INFO [train.py:927] (7/8) Epoch 6, batch 25600, libri_loss[loss=0.1749, simple_loss=0.2491, pruned_loss=0.05037, over 12290.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009422, over 28.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3326, pruned_loss=0.092, over 2474802.90 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07009, over 19262.13 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3142, pruned_loss=0.08326, over 2469078.73 frames. utt_duration=1181 frames, utt_pad_proportion=0.08376, over 8372.36 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3351, pruned_loss=0.09353, over 2475665.06 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06959, over 20559.69 utterances.], batch size: 28, lr: 5.06e-04
2022-08-23 22:11:34,547 INFO [train.py:927] (7/8) Epoch 6, batch 25650, giga_loss[loss=0.236, simple_loss=0.3162, pruned_loss=0.0779, over 12087.00 frames. utt_duration=1728 frames, utt_pad_proportion=0.05089, over 28.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3311, pruned_loss=0.09131, over 2474836.14 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06906, over 18775.27 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3137, pruned_loss=0.08309, over 2469185.06 frames. utt_duration=1186 frames, utt_pad_proportion=0.08228, over 8341.18 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3339, pruned_loss=0.09287, over 2475587.22 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06921, over 20077.94 utterances.], batch size: 28, lr: 5.06e-04
2022-08-23 22:13:22,340 INFO [train.py:927] (7/8) Epoch 6, batch 25700, giga_loss[loss=0.2709, simple_loss=0.335, pruned_loss=0.1034, over 12413.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04971, over 161.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3297, pruned_loss=0.09173, over 2475666.61 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07414, over 19747.99 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3138, pruned_loss=0.08297, over 2469561.45 frames. utt_duration=1189 frames, utt_pad_proportion=0.08041, over 8317.42 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3325, pruned_loss=0.09338, over 2476115.13 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07455, over 21176.43 utterances.], batch size: 161, lr: 5.06e-04
2022-08-23 22:15:09,477 INFO [train.py:927] (7/8) Epoch 6, batch 25750, giga_loss[loss=0.251, simple_loss=0.3144, pruned_loss=0.09379, over 12363.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02864, over 91.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3277, pruned_loss=0.0917, over 2474905.15 frames. utt_duration=495 frames, utt_pad_proportion=0.08108, over 20058.77 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3141, pruned_loss=0.08327, over 2469580.42 frames. utt_duration=1185 frames, utt_pad_proportion=0.08027, over 8349.72 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3299, pruned_loss=0.09289, over 2475341.88 frames. utt_duration=464.7 frames, utt_pad_proportion=0.08106, over 21372.69 utterances.], batch size: 91, lr: 5.06e-04
2022-08-23 22:16:51,677 INFO [train.py:927] (7/8) Epoch 6, batch 25800, giga_loss[loss=0.3131, simple_loss=0.3628, pruned_loss=0.1317, over 12376.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1079, over 259.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3261, pruned_loss=0.09122, over 2474552.30 frames. utt_duration=461.6 frames, utt_pad_proportion=0.08731, over 21511.28 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3136, pruned_loss=0.08306, over 2469347.19 frames. utt_duration=1192 frames, utt_pad_proportion=0.07832, over 8299.20 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3286, pruned_loss=0.09264, over 2475254.51 frames. utt_duration=431.6 frames, utt_pad_proportion=0.08765, over 23016.59 utterances.], batch size: 259, lr: 5.06e-04
2022-08-23 22:18:33,823 INFO [train.py:927] (7/8) Epoch 6, batch 25850, giga_loss[loss=0.2109, simple_loss=0.3015, pruned_loss=0.06012, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02822, over 70.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3236, pruned_loss=0.08821, over 2475503.23 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08699, over 22049.59 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3138, pruned_loss=0.08323, over 2469565.57 frames. utt_duration=1176 frames, utt_pad_proportion=0.08221, over 8408.92 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3257, pruned_loss=0.0893, over 2475964.22 frames. utt_duration=424.7 frames, utt_pad_proportion=0.08615, over 23399.63 utterances.], batch size: 70, lr: 5.06e-04
2022-08-23 22:20:23,691 INFO [train.py:927] (7/8) Epoch 6, batch 25900, giga_loss[loss=0.2296, simple_loss=0.3071, pruned_loss=0.076, over 12357.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03972, over 113.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3224, pruned_loss=0.0871, over 2475016.52 frames. utt_duration=461.1 frames, utt_pad_proportion=0.08337, over 21537.15 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3142, pruned_loss=0.08289, over 2469580.31 frames. utt_duration=1181 frames, utt_pad_proportion=0.08033, over 8373.35 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.324, pruned_loss=0.08843, over 2475550.82 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08354, over 23081.53 utterances.], batch size: 113, lr: 5.06e-04
2022-08-23 22:22:07,521 INFO [train.py:927] (7/8) Epoch 6, batch 25950, giga_loss[loss=0.321, simple_loss=0.3699, pruned_loss=0.1361, over 12355.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06798, over 211.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.321, pruned_loss=0.08669, over 2474824.51 frames. utt_duration=466.7 frames, utt_pad_proportion=0.08183, over 21277.50 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3144, pruned_loss=0.08304, over 2469479.58 frames. utt_duration=1183 frames, utt_pad_proportion=0.07972, over 8358.66 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3221, pruned_loss=0.08763, over 2475388.58 frames. utt_duration=439.1 frames, utt_pad_proportion=0.08227, over 22627.18 utterances.], batch size: 211, lr: 5.06e-04
2022-08-23 22:23:50,440 INFO [train.py:927] (7/8) Epoch 6, batch 26000, giga_loss[loss=0.2262, simple_loss=0.3086, pruned_loss=0.07184, over 12413.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03747, over 113.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3228, pruned_loss=0.08778, over 2473905.39 frames. utt_duration=459.6 frames, utt_pad_proportion=0.0808, over 21598.67 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3146, pruned_loss=0.08308, over 2469277.17 frames. utt_duration=1190 frames, utt_pad_proportion=0.07761, over 8311.80 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3239, pruned_loss=0.08865, over 2474714.66 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08189, over 23132.25 utterances.], batch size: 113, lr: 5.05e-04
2022-08-23 22:25:34,472 INFO [train.py:927] (7/8) Epoch 6, batch 26050, giga_loss[loss=0.2369, simple_loss=0.3092, pruned_loss=0.0823, over 12343.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03241, over 51.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3249, pruned_loss=0.09033, over 2474075.80 frames. utt_duration=429.8 frames, utt_pad_proportion=0.0867, over 23103.64 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3142, pruned_loss=0.0829, over 2469277.25 frames. utt_duration=1190 frames, utt_pad_proportion=0.07753, over 8312.11 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3262, pruned_loss=0.09128, over 2474770.39 frames. utt_duration=405.3 frames, utt_pad_proportion=0.08725, over 24514.68 utterances.], batch size: 51, lr: 5.05e-04
2022-08-23 22:27:18,729 INFO [train.py:927] (7/8) Epoch 6, batch 26100, giga_loss[loss=0.2744, simple_loss=0.3459, pruned_loss=0.1014, over 12445.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03678, over 133.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3272, pruned_loss=0.09188, over 2473790.43 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08624, over 22884.69 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3144, pruned_loss=0.08317, over 2469261.33 frames. utt_duration=1178 frames, utt_pad_proportion=0.08162, over 8397.72 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3282, pruned_loss=0.09254, over 2474422.03 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08551, over 24176.86 utterances.], batch size: 133, lr: 5.05e-04
2022-08-23 22:29:05,299 INFO [train.py:927] (7/8) Epoch 6, batch 26150, giga_loss[loss=0.2846, simple_loss=0.35, pruned_loss=0.1096, over 12394.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.0569, over 162.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3275, pruned_loss=0.09205, over 2473602.61 frames. utt_duration=444.6 frames, utt_pad_proportion=0.08257, over 22330.54 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3141, pruned_loss=0.08305, over 2468813.34 frames. utt_duration=1182 frames, utt_pad_proportion=0.08041, over 8365.28 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3289, pruned_loss=0.09286, over 2474613.63 frames. utt_duration=419 frames, utt_pad_proportion=0.08256, over 23705.98 utterances.], batch size: 162, lr: 5.05e-04
2022-08-23 22:30:55,430 INFO [train.py:927] (7/8) Epoch 6, batch 26200, giga_loss[loss=0.2637, simple_loss=0.3426, pruned_loss=0.09239, over 12391.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04914, over 161.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3275, pruned_loss=0.09074, over 2473317.13 frames. utt_duration=454.6 frames, utt_pad_proportion=0.08176, over 21831.89 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3134, pruned_loss=0.08265, over 2468637.79 frames. utt_duration=1188 frames, utt_pad_proportion=0.07947, over 8325.20 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3293, pruned_loss=0.09188, over 2474348.69 frames. utt_duration=428.2 frames, utt_pad_proportion=0.08209, over 23195.24 utterances.], batch size: 161, lr: 5.05e-04
2022-08-23 22:32:41,799 INFO [train.py:927] (7/8) Epoch 6, batch 26250, giga_loss[loss=0.2105, simple_loss=0.2895, pruned_loss=0.06574, over 12329.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03348, over 51.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3271, pruned_loss=0.09079, over 2474098.96 frames. utt_duration=434.8 frames, utt_pad_proportion=0.08441, over 22834.28 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3137, pruned_loss=0.0827, over 2468754.47 frames. utt_duration=1189 frames, utt_pad_proportion=0.07885, over 8313.99 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3285, pruned_loss=0.09171, over 2474846.33 frames. utt_duration=413.1 frames, utt_pad_proportion=0.08478, over 24050.58 utterances.], batch size: 51, lr: 5.05e-04
2022-08-23 22:34:29,009 INFO [train.py:927] (7/8) Epoch 6, batch 26300, giga_loss[loss=0.3076, simple_loss=0.3679, pruned_loss=0.1236, over 12417.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06171, over 183.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3263, pruned_loss=0.09063, over 2474208.39 frames. utt_duration=433.6 frames, utt_pad_proportion=0.0852, over 22903.78 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3136, pruned_loss=0.08271, over 2468828.82 frames. utt_duration=1190 frames, utt_pad_proportion=0.07824, over 8305.86 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3276, pruned_loss=0.09141, over 2474777.43 frames. utt_duration=414 frames, utt_pad_proportion=0.08567, over 23992.51 utterances.], batch size: 183, lr: 5.05e-04
2022-08-23 22:36:10,945 INFO [train.py:927] (7/8) Epoch 6, batch 26350, libri_loss[loss=0.1788, simple_loss=0.2638, pruned_loss=0.04688, over 12304.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.007735, over 28.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3245, pruned_loss=0.09043, over 2473038.69 frames. utt_duration=445.2 frames, utt_pad_proportion=0.08449, over 22293.33 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3129, pruned_loss=0.08223, over 2468392.90 frames. utt_duration=1198 frames, utt_pad_proportion=0.07695, over 8250.74 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3264, pruned_loss=0.09169, over 2473995.72 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08541, over 23540.01 utterances.], batch size: 28, lr: 5.05e-04
2022-08-23 22:37:55,346 INFO [train.py:927] (7/8) Epoch 6, batch 26400, libri_loss[loss=0.1823, simple_loss=0.2627, pruned_loss=0.05096, over 12300.00 frames. utt_duration=1824 frames, utt_pad_proportion=0.03461, over 27.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3239, pruned_loss=0.0899, over 2472539.63 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07986, over 21623.25 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3125, pruned_loss=0.082, over 2468294.26 frames. utt_duration=1202 frames, utt_pad_proportion=0.07654, over 8227.28 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3259, pruned_loss=0.0912, over 2473431.26 frames. utt_duration=436.1 frames, utt_pad_proportion=0.08097, over 22760.81 utterances.], batch size: 27, lr: 5.05e-04
2022-08-23 22:39:37,361 INFO [train.py:927] (7/8) Epoch 6, batch 26450, giga_loss[loss=0.2486, simple_loss=0.32, pruned_loss=0.0886, over 12414.00 frames. utt_duration=754 frames, utt_pad_proportion=0.02464, over 66.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3255, pruned_loss=0.09157, over 2473041.28 frames. utt_duration=449.8 frames, utt_pad_proportion=0.08011, over 22065.24 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3123, pruned_loss=0.08193, over 2467860.83 frames. utt_duration=1206 frames, utt_pad_proportion=0.07579, over 8194.01 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3274, pruned_loss=0.09275, over 2474166.40 frames. utt_duration=428.7 frames, utt_pad_proportion=0.08119, over 23167.12 utterances.], batch size: 66, lr: 5.05e-04
2022-08-23 22:41:22,380 INFO [train.py:927] (7/8) Epoch 6, batch 26500, giga_loss[loss=0.2565, simple_loss=0.3424, pruned_loss=0.08533, over 12328.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.03196, over 70.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3275, pruned_loss=0.0934, over 2473072.59 frames. utt_duration=438.7 frames, utt_pad_proportion=0.08388, over 22625.85 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3131, pruned_loss=0.08216, over 2467666.79 frames. utt_duration=1198 frames, utt_pad_proportion=0.07836, over 8252.49 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3285, pruned_loss=0.09432, over 2474245.53 frames. utt_duration=419 frames, utt_pad_proportion=0.08391, over 23705.71 utterances.], batch size: 70, lr: 5.05e-04
2022-08-23 22:43:11,185 INFO [train.py:927] (7/8) Epoch 6, batch 26550, giga_loss[loss=0.2823, simple_loss=0.3423, pruned_loss=0.1111, over 12423.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03447, over 113.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3282, pruned_loss=0.0935, over 2472189.34 frames. utt_duration=452.9 frames, utt_pad_proportion=0.08331, over 21907.06 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3139, pruned_loss=0.0824, over 2467523.19 frames. utt_duration=1191 frames, utt_pad_proportion=0.08125, over 8298.97 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3288, pruned_loss=0.09442, over 2473450.14 frames. utt_duration=427 frames, utt_pad_proportion=0.08242, over 23253.12 utterances.], batch size: 113, lr: 5.05e-04
2022-08-23 22:44:51,832 INFO [train.py:927] (7/8) Epoch 6, batch 26600, giga_loss[loss=0.2996, simple_loss=0.3582, pruned_loss=0.1204, over 12390.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06949, over 211.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3287, pruned_loss=0.09392, over 2472096.71 frames. utt_duration=463.2 frames, utt_pad_proportion=0.08015, over 21418.51 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3133, pruned_loss=0.08205, over 2467205.29 frames. utt_duration=1195 frames, utt_pad_proportion=0.08003, over 8269.99 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3302, pruned_loss=0.09532, over 2473556.70 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07998, over 22958.08 utterances.], batch size: 211, lr: 5.04e-04
2022-08-23 22:46:30,456 INFO [train.py:927] (7/8) Epoch 6, batch 26650, giga_loss[loss=0.2138, simple_loss=0.3008, pruned_loss=0.06339, over 12317.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.03221, over 58.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3293, pruned_loss=0.09418, over 2472566.56 frames. utt_duration=472.5 frames, utt_pad_proportion=0.08359, over 20998.64 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3141, pruned_loss=0.08248, over 2467519.90 frames. utt_duration=1160 frames, utt_pad_proportion=0.08878, over 8517.10 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3304, pruned_loss=0.09542, over 2473680.81 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08008, over 22539.34 utterances.], batch size: 58, lr: 5.04e-04
2022-08-23 22:47:16,296 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-23 22:49:46,866 INFO [train.py:927] (7/8) Epoch 7, batch 50, giga_loss[loss=0.2075, simple_loss=0.2921, pruned_loss=0.06145, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04169, over 31.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3269, pruned_loss=0.0797, over 548730.57 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07255, over 4508.04 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3062, pruned_loss=0.0707, over 49278.96 frames. utt_duration=1151 frames, utt_pad_proportion=0.05821, over 171.50 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3286, pruned_loss=0.08048, over 509587.35 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07312, over 4386.11 utterances.], batch size: 31, lr: 4.94e-04
2022-08-23 22:51:30,294 INFO [train.py:927] (7/8) Epoch 7, batch 100, libri_loss[loss=0.1909, simple_loss=0.2843, pruned_loss=0.0487, over 12134.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005587, over 32.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3031, pruned_loss=0.06777, over 975239.71 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06768, over 7053.69 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2914, pruned_loss=0.06078, over 132212.59 frames. utt_duration=1399 frames, utt_pad_proportion=0.03209, over 378.31 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3051, pruned_loss=0.06897, over 890797.34 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06963, over 6948.35 utterances.], batch size: 32, lr: 4.94e-04
2022-08-23 22:53:13,947 INFO [train.py:927] (7/8) Epoch 7, batch 150, giga_loss[loss=0.182, simple_loss=0.25, pruned_loss=0.05696, over 12331.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03208, over 85.00 utterances.], tot_loss[loss=0.206, simple_loss=0.288, pruned_loss=0.06199, over 1307936.82 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06567, over 9650.42 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2925, pruned_loss=0.06015, over 167094.50 frames. utt_duration=1402 frames, utt_pad_proportion=0.02731, over 477.20 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2881, pruned_loss=0.06251, over 1223612.33 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06737, over 9594.83 utterances.], batch size: 85, lr: 4.94e-04
2022-08-23 22:54:52,618 INFO [train.py:927] (7/8) Epoch 7, batch 200, giga_loss[loss=0.1678, simple_loss=0.2397, pruned_loss=0.04791, over 12466.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04583, over 34.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2791, pruned_loss=0.0578, over 1565743.46 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06313, over 11339.37 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3005, pruned_loss=0.06246, over 268213.36 frames. utt_duration=1430 frames, utt_pad_proportion=0.0206, over 751.14 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2766, pruned_loss=0.05744, over 1455761.76 frames. utt_duration=509.1 frames, utt_pad_proportion=0.0656, over 11470.84 utterances.], batch size: 34, lr: 4.94e-04
2022-08-23 22:56:32,453 INFO [train.py:927] (7/8) Epoch 7, batch 250, giga_loss[loss=0.1637, simple_loss=0.2447, pruned_loss=0.04132, over 12388.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2729, pruned_loss=0.05497, over 1766978.54 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05713, over 12694.72 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3006, pruned_loss=0.06296, over 311748.65 frames. utt_duration=1446 frames, utt_pad_proportion=0.01956, over 863.33 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.2701, pruned_loss=0.05429, over 1665555.78 frames. utt_duration=517.8 frames, utt_pad_proportion=0.05935, over 12903.43 utterances.], batch size: 58, lr: 4.93e-04
2022-08-23 22:58:15,066 INFO [train.py:927] (7/8) Epoch 7, batch 300, giga_loss[loss=0.1581, simple_loss=0.244, pruned_loss=0.03611, over 12354.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03241, over 51.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2688, pruned_loss=0.05384, over 1923483.69 frames. utt_duration=537.6 frames, utt_pad_proportion=0.0617, over 14351.01 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3031, pruned_loss=0.06585, over 354354.01 frames. utt_duration=1426 frames, utt_pad_proportion=0.01832, over 995.10 utterances.], giga_tot_loss[loss=0.1853, simple_loss=0.2654, pruned_loss=0.05259, over 1832068.43 frames. utt_duration=502.8 frames, utt_pad_proportion=0.0636, over 14617.49 utterances.], batch size: 51, lr: 4.93e-04
2022-08-23 22:59:55,842 INFO [train.py:927] (7/8) Epoch 7, batch 350, giga_loss[loss=0.1452, simple_loss=0.2261, pruned_loss=0.03219, over 12080.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04103, over 30.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.2668, pruned_loss=0.05288, over 2045720.64 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05886, over 14767.18 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3007, pruned_loss=0.06493, over 437528.82 frames. utt_duration=1389 frames, utt_pad_proportion=0.02341, over 1261.38 utterances.], giga_tot_loss[loss=0.183, simple_loss=0.263, pruned_loss=0.05151, over 1954274.23 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06079, over 15232.33 utterances.], batch size: 30, lr: 4.93e-04
2022-08-23 23:01:39,476 INFO [train.py:927] (7/8) Epoch 7, batch 400, giga_loss[loss=0.1651, simple_loss=0.2502, pruned_loss=0.04001, over 12199.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03134, over 42.00 utterances.], tot_loss[loss=0.1826, simple_loss=0.2628, pruned_loss=0.05114, over 2140787.04 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06726, over 16185.87 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3003, pruned_loss=0.06436, over 478007.61 frames. utt_duration=1365 frames, utt_pad_proportion=0.02538, over 1402.13 utterances.], giga_tot_loss[loss=0.1795, simple_loss=0.2592, pruned_loss=0.04989, over 2061374.85 frames. utt_duration=496.1 frames, utt_pad_proportion=0.0686, over 16671.80 utterances.], batch size: 42, lr: 4.93e-04
2022-08-23 23:03:18,672 INFO [train.py:927] (7/8) Epoch 7, batch 450, giga_loss[loss=0.1532, simple_loss=0.232, pruned_loss=0.03721, over 12332.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03409, over 58.00 utterances.], tot_loss[loss=0.1796, simple_loss=0.2598, pruned_loss=0.04969, over 2214668.48 frames. utt_duration=539 frames, utt_pad_proportion=0.06579, over 16481.24 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3013, pruned_loss=0.06422, over 546731.71 frames. utt_duration=1360 frames, utt_pad_proportion=0.0233, over 1610.09 utterances.], giga_tot_loss[loss=0.1758, simple_loss=0.2552, pruned_loss=0.0482, over 2141465.15 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06769, over 17162.30 utterances.], batch size: 58, lr: 4.93e-04
2022-08-23 23:05:02,259 INFO [train.py:927] (7/8) Epoch 7, batch 500, giga_loss[loss=0.2251, simple_loss=0.3027, pruned_loss=0.07379, over 12273.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02988, over 45.00 utterances.], tot_loss[loss=0.1861, simple_loss=0.266, pruned_loss=0.0531, over 2272651.86 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06303, over 16966.65 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3021, pruned_loss=0.06461, over 585074.72 frames. utt_duration=1359 frames, utt_pad_proportion=0.02234, over 1723.97 utterances.], giga_tot_loss[loss=0.1825, simple_loss=0.2617, pruned_loss=0.05169, over 2210364.59 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06498, over 17667.93 utterances.], batch size: 45, lr: 4.93e-04
2022-08-23 23:06:43,630 INFO [train.py:927] (7/8) Epoch 7, batch 550, giga_loss[loss=0.203, simple_loss=0.3014, pruned_loss=0.05225, over 12416.00 frames. utt_duration=858 frames, utt_pad_proportion=0.02717, over 58.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.279, pruned_loss=0.05908, over 2318189.37 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06385, over 16928.59 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3028, pruned_loss=0.0644, over 640880.58 frames. utt_duration=1338 frames, utt_pad_proportion=0.02476, over 1917.70 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2749, pruned_loss=0.05791, over 2263603.07 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06564, over 17724.74 utterances.], batch size: 58, lr: 4.93e-04
2022-08-23 23:08:28,521 INFO [train.py:927] (7/8) Epoch 7, batch 600, giga_loss[loss=0.2248, simple_loss=0.3036, pruned_loss=0.07299, over 12285.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02883, over 45.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2872, pruned_loss=0.06249, over 2352302.75 frames. utt_duration=524.2 frames, utt_pad_proportion=0.07021, over 18000.73 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3039, pruned_loss=0.06468, over 659292.61 frames. utt_duration=1290 frames, utt_pad_proportion=0.04173, over 2046.41 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2837, pruned_loss=0.06156, over 2308048.27 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06989, over 18654.02 utterances.], batch size: 45, lr: 4.93e-04
2022-08-23 23:10:09,985 INFO [train.py:927] (7/8) Epoch 7, batch 650, libri_loss[loss=0.2274, simple_loss=0.3047, pruned_loss=0.07504, over 12321.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006285, over 36.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2913, pruned_loss=0.06375, over 2379339.81 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06663, over 18059.44 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3032, pruned_loss=0.06481, over 704028.36 frames. utt_duration=1299 frames, utt_pad_proportion=0.03902, over 2171.03 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2884, pruned_loss=0.06296, over 2341785.12 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06704, over 18848.94 utterances.], batch size: 36, lr: 4.93e-04
2022-08-23 23:11:52,485 INFO [train.py:927] (7/8) Epoch 7, batch 700, giga_loss[loss=0.2118, simple_loss=0.2987, pruned_loss=0.06243, over 12391.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03027, over 62.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2957, pruned_loss=0.06644, over 2401005.33 frames. utt_duration=546 frames, utt_pad_proportion=0.06595, over 17639.24 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3038, pruned_loss=0.06556, over 739297.32 frames. utt_duration=1256 frames, utt_pad_proportion=0.05287, over 2357.09 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2931, pruned_loss=0.06566, over 2369573.72 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06505, over 18382.54 utterances.], batch size: 62, lr: 4.93e-04
2022-08-23 23:13:36,760 INFO [train.py:927] (7/8) Epoch 7, batch 750, giga_loss[loss=0.2312, simple_loss=0.3071, pruned_loss=0.07767, over 12328.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2074, over 370.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3009, pruned_loss=0.06842, over 2417092.83 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06926, over 18318.00 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3042, pruned_loss=0.06569, over 747903.83 frames. utt_duration=1258 frames, utt_pad_proportion=0.05218, over 2380.31 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2988, pruned_loss=0.0678, over 2392285.50 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06858, over 18952.84 utterances.], batch size: 370, lr: 4.93e-04
2022-08-23 23:15:18,730 INFO [train.py:927] (7/8) Epoch 7, batch 800, libri_loss[loss=0.1833, simple_loss=0.2661, pruned_loss=0.05023, over 12449.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01009, over 29.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3034, pruned_loss=0.06846, over 2428976.91 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06678, over 17805.20 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3038, pruned_loss=0.06513, over 799147.33 frames. utt_duration=1272 frames, utt_pad_proportion=0.04928, over 2516.97 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3019, pruned_loss=0.06825, over 2407609.89 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06682, over 18629.64 utterances.], batch size: 29, lr: 4.93e-04
2022-08-23 23:17:00,996 INFO [train.py:927] (7/8) Epoch 7, batch 850, giga_loss[loss=0.2835, simple_loss=0.334, pruned_loss=0.1165, over 12393.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.304, pruned_loss=0.06781, over 2438569.62 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06756, over 17838.22 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3047, pruned_loss=0.06594, over 832344.24 frames. utt_duration=1235 frames, utt_pad_proportion=0.06062, over 2699.04 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3025, pruned_loss=0.06744, over 2420952.79 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06641, over 18608.36 utterances.], batch size: 258, lr: 4.93e-04
2022-08-23 23:18:45,242 INFO [train.py:927] (7/8) Epoch 7, batch 900, giga_loss[loss=0.1944, simple_loss=0.2846, pruned_loss=0.05213, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02785, over 45.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3029, pruned_loss=0.06651, over 2446516.85 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06333, over 17053.25 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3034, pruned_loss=0.06558, over 889019.12 frames. utt_duration=1242 frames, utt_pad_proportion=0.05846, over 2866.58 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3022, pruned_loss=0.06636, over 2431274.14 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06295, over 17984.47 utterances.], batch size: 45, lr: 4.92e-04
2022-08-23 23:20:25,514 INFO [train.py:927] (7/8) Epoch 7, batch 950, giga_loss[loss=0.2675, simple_loss=0.332, pruned_loss=0.1015, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04071, over 114.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3047, pruned_loss=0.06955, over 2452709.83 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06473, over 16913.45 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3017, pruned_loss=0.06474, over 943674.69 frames. utt_duration=1230 frames, utt_pad_proportion=0.06539, over 3073.16 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3048, pruned_loss=0.06983, over 2439654.64 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06332, over 17918.82 utterances.], batch size: 114, lr: 4.92e-04
2022-08-23 23:22:09,667 INFO [train.py:927] (7/8) Epoch 7, batch 1000, giga_loss[loss=0.2094, simple_loss=0.2987, pruned_loss=0.06007, over 12338.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03324, over 62.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3045, pruned_loss=0.06997, over 2456525.93 frames. utt_duration=582.4 frames, utt_pad_proportion=0.06362, over 16916.21 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3014, pruned_loss=0.06458, over 973653.18 frames. utt_duration=1237 frames, utt_pad_proportion=0.0633, over 3152.15 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3047, pruned_loss=0.07035, over 2446172.70 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06286, over 17890.20 utterances.], batch size: 62, lr: 4.92e-04
2022-08-23 23:23:52,920 INFO [train.py:927] (7/8) Epoch 7, batch 1050, giga_loss[loss=0.2076, simple_loss=0.2986, pruned_loss=0.05827, over 12368.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03122, over 58.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3029, pruned_loss=0.06941, over 2459949.14 frames. utt_duration=612.6 frames, utt_pad_proportion=0.05842, over 16102.23 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3, pruned_loss=0.06418, over 1018053.17 frames. utt_duration=1236 frames, utt_pad_proportion=0.06165, over 3298.01 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3036, pruned_loss=0.06999, over 2451254.79 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05831, over 17102.95 utterances.], batch size: 58, lr: 4.92e-04
2022-08-23 23:25:35,676 INFO [train.py:927] (7/8) Epoch 7, batch 1100, giga_loss[loss=0.1977, simple_loss=0.2804, pruned_loss=0.05752, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02927, over 42.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3018, pruned_loss=0.06873, over 2462688.12 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05773, over 16281.50 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2999, pruned_loss=0.06431, over 1061000.75 frames. utt_duration=1250 frames, utt_pad_proportion=0.05848, over 3399.87 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3024, pruned_loss=0.06928, over 2455554.99 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05817, over 17320.18 utterances.], batch size: 42, lr: 4.92e-04
2022-08-23 23:27:20,057 INFO [train.py:927] (7/8) Epoch 7, batch 1150, giga_loss[loss=0.2172, simple_loss=0.2964, pruned_loss=0.06902, over 12381.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05972, over 182.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2997, pruned_loss=0.06761, over 2466262.62 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05759, over 16814.84 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3006, pruned_loss=0.06441, over 1096133.87 frames. utt_duration=1232 frames, utt_pad_proportion=0.06572, over 3563.65 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3, pruned_loss=0.06808, over 2460214.50 frames. utt_duration=555 frames, utt_pad_proportion=0.05655, over 17778.45 utterances.], batch size: 182, lr: 4.92e-04
2022-08-23 23:29:05,926 INFO [train.py:927] (7/8) Epoch 7, batch 1200, giga_loss[loss=0.1937, simple_loss=0.2766, pruned_loss=0.05537, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04162, over 31.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2963, pruned_loss=0.06679, over 2468336.18 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06116, over 18101.30 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3008, pruned_loss=0.06445, over 1109648.53 frames. utt_duration=1237 frames, utt_pad_proportion=0.06467, over 3593.92 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2964, pruned_loss=0.06717, over 2463741.40 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06044, over 18966.64 utterances.], batch size: 31, lr: 4.92e-04
2022-08-23 23:30:48,420 INFO [train.py:927] (7/8) Epoch 7, batch 1250, giga_loss[loss=0.1957, simple_loss=0.2819, pruned_loss=0.05472, over 12347.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2964, pruned_loss=0.06671, over 2468982.86 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06471, over 17916.46 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3012, pruned_loss=0.06475, over 1142968.18 frames. utt_duration=1213 frames, utt_pad_proportion=0.07188, over 3774.74 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2962, pruned_loss=0.06695, over 2465618.06 frames. utt_duration=527 frames, utt_pad_proportion=0.06273, over 18768.49 utterances.], batch size: 97, lr: 4.92e-04
2022-08-23 23:32:31,099 INFO [train.py:927] (7/8) Epoch 7, batch 1300, giga_loss[loss=0.1987, simple_loss=0.2744, pruned_loss=0.06152, over 12369.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02604, over 66.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2941, pruned_loss=0.06587, over 2469498.47 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06172, over 17080.99 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3025, pruned_loss=0.06553, over 1188826.49 frames. utt_duration=1189 frames, utt_pad_proportion=0.07782, over 4003.84 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2932, pruned_loss=0.06574, over 2466650.94 frames. utt_duration=549.8 frames, utt_pad_proportion=0.0587, over 17993.72 utterances.], batch size: 66, lr: 4.92e-04
2022-08-23 23:34:12,452 INFO [train.py:927] (7/8) Epoch 7, batch 1350, giga_loss[loss=0.1795, simple_loss=0.2623, pruned_loss=0.04828, over 12347.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03002, over 70.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2909, pruned_loss=0.06495, over 2470457.77 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05935, over 16770.70 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3003, pruned_loss=0.0643, over 1239135.38 frames. utt_duration=1212 frames, utt_pad_proportion=0.07364, over 4096.01 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2908, pruned_loss=0.06542, over 2468194.35 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05766, over 17892.27 utterances.], batch size: 70, lr: 4.92e-04
2022-08-23 23:35:53,240 INFO [train.py:927] (7/8) Epoch 7, batch 1400, giga_loss[loss=0.2017, simple_loss=0.2711, pruned_loss=0.06614, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0315, over 40.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2868, pruned_loss=0.06321, over 2471246.32 frames. utt_duration=612.5 frames, utt_pad_proportion=0.0573, over 16177.87 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2989, pruned_loss=0.06352, over 1263431.53 frames. utt_duration=1224 frames, utt_pad_proportion=0.07176, over 4133.79 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2871, pruned_loss=0.06394, over 2469590.64 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05636, over 17259.47 utterances.], batch size: 40, lr: 4.92e-04
2022-08-23 23:37:36,561 INFO [train.py:927] (7/8) Epoch 7, batch 1450, giga_loss[loss=0.1693, simple_loss=0.2563, pruned_loss=0.04119, over 12453.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03086, over 75.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2838, pruned_loss=0.06208, over 2471904.42 frames. utt_duration=616.1 frames, utt_pad_proportion=0.05403, over 16088.81 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2989, pruned_loss=0.06352, over 1281533.97 frames. utt_duration=1225 frames, utt_pad_proportion=0.07016, over 4188.53 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2838, pruned_loss=0.06264, over 2470526.60 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05371, over 17059.12 utterances.], batch size: 75, lr: 4.92e-04
2022-08-23 23:39:18,116 INFO [train.py:927] (7/8) Epoch 7, batch 1500, giga_loss[loss=0.1969, simple_loss=0.2754, pruned_loss=0.05924, over 12310.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03297, over 28.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.282, pruned_loss=0.06171, over 2471039.56 frames. utt_duration=636 frames, utt_pad_proportion=0.05368, over 15578.08 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2987, pruned_loss=0.06334, over 1304865.34 frames. utt_duration=1231 frames, utt_pad_proportion=0.06895, over 4246.50 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2818, pruned_loss=0.0622, over 2470206.85 frames. utt_duration=600 frames, utt_pad_proportion=0.0536, over 16508.55 utterances.], batch size: 28, lr: 4.92e-04
2022-08-23 23:41:02,951 INFO [train.py:927] (7/8) Epoch 7, batch 1550, giga_loss[loss=0.2124, simple_loss=0.2852, pruned_loss=0.0698, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03099, over 43.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2823, pruned_loss=0.06181, over 2472455.35 frames. utt_duration=648.8 frames, utt_pad_proportion=0.05253, over 15278.80 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2992, pruned_loss=0.06344, over 1328401.82 frames. utt_duration=1211 frames, utt_pad_proportion=0.07447, over 4394.04 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2817, pruned_loss=0.0621, over 2471469.78 frames. utt_duration=616.5 frames, utt_pad_proportion=0.05084, over 16074.36 utterances.], batch size: 43, lr: 4.91e-04
2022-08-23 23:42:46,699 INFO [train.py:927] (7/8) Epoch 7, batch 1600, libri_loss[loss=0.1883, simple_loss=0.273, pruned_loss=0.05174, over 12272.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007313, over 32.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2865, pruned_loss=0.06403, over 2472128.65 frames. utt_duration=644.3 frames, utt_pad_proportion=0.05304, over 15384.29 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2986, pruned_loss=0.06334, over 1372999.46 frames. utt_duration=1225 frames, utt_pad_proportion=0.07058, over 4489.61 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2858, pruned_loss=0.06432, over 2471696.82 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05236, over 16340.87 utterances.], batch size: 32, lr: 4.91e-04
2022-08-23 23:44:27,453 INFO [train.py:927] (7/8) Epoch 7, batch 1650, giga_loss[loss=0.236, simple_loss=0.3251, pruned_loss=0.07345, over 12405.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.293, pruned_loss=0.06766, over 2472652.06 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06045, over 16596.04 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2984, pruned_loss=0.06314, over 1416116.28 frames. utt_duration=1235 frames, utt_pad_proportion=0.06673, over 4592.34 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2922, pruned_loss=0.06809, over 2472400.59 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06038, over 17701.48 utterances.], batch size: 133, lr: 4.91e-04
2022-08-23 23:46:10,387 INFO [train.py:927] (7/8) Epoch 7, batch 1700, giga_loss[loss=0.2018, simple_loss=0.2994, pruned_loss=0.05211, over 12208.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03882, over 28.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2989, pruned_loss=0.06958, over 2472453.12 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05693, over 16671.52 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2983, pruned_loss=0.06302, over 1442372.31 frames. utt_duration=1238 frames, utt_pad_proportion=0.06477, over 4666.98 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.2982, pruned_loss=0.07009, over 2472162.65 frames. utt_duration=558.8 frames, utt_pad_proportion=0.05745, over 17744.31 utterances.], batch size: 28, lr: 4.91e-04
2022-08-23 23:47:53,001 INFO [train.py:927] (7/8) Epoch 7, batch 1750, giga_loss[loss=0.2037, simple_loss=0.2914, pruned_loss=0.058, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03023, over 45.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3035, pruned_loss=0.0716, over 2472547.99 frames. utt_duration=568.4 frames, utt_pad_proportion=0.0634, over 17446.27 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2984, pruned_loss=0.06308, over 1457652.55 frames. utt_duration=1243 frames, utt_pad_proportion=0.06351, over 4697.80 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3029, pruned_loss=0.07208, over 2472408.70 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06374, over 18428.39 utterances.], batch size: 45, lr: 4.91e-04
2022-08-23 23:49:35,110 INFO [train.py:927] (7/8) Epoch 7, batch 1800, giga_loss[loss=0.2381, simple_loss=0.3151, pruned_loss=0.08051, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02625, over 48.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3017, pruned_loss=0.06945, over 2472490.17 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06714, over 17347.57 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2983, pruned_loss=0.06272, over 1487832.80 frames. utt_duration=1243 frames, utt_pad_proportion=0.06347, over 4794.87 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3015, pruned_loss=0.07023, over 2472259.57 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06724, over 18388.36 utterances.], batch size: 48, lr: 4.91e-04
2022-08-23 23:51:20,558 INFO [train.py:927] (7/8) Epoch 7, batch 1850, giga_loss[loss=0.2424, simple_loss=0.3071, pruned_loss=0.08888, over 12355.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1974, over 366.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3031, pruned_loss=0.07028, over 2473045.12 frames. utt_duration=529.5 frames, utt_pad_proportion=0.07708, over 18735.54 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2985, pruned_loss=0.06288, over 1492786.64 frames. utt_duration=1224 frames, utt_pad_proportion=0.06947, over 4884.90 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3028, pruned_loss=0.07084, over 2472840.84 frames. utt_duration=508 frames, utt_pad_proportion=0.07559, over 19528.34 utterances.], batch size: 366, lr: 4.91e-04
2022-08-23 23:53:10,100 INFO [train.py:927] (7/8) Epoch 7, batch 1900, giga_loss[loss=0.2344, simple_loss=0.3048, pruned_loss=0.08197, over 12475.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04533, over 34.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3052, pruned_loss=0.07196, over 2473435.85 frames. utt_duration=528.5 frames, utt_pad_proportion=0.07626, over 18773.49 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2988, pruned_loss=0.06301, over 1507488.01 frames. utt_duration=1229 frames, utt_pad_proportion=0.06816, over 4912.48 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.305, pruned_loss=0.07245, over 2473230.18 frames. utt_duration=507.2 frames, utt_pad_proportion=0.07545, over 19564.45 utterances.], batch size: 34, lr: 4.91e-04
2022-08-23 23:54:53,995 INFO [train.py:927] (7/8) Epoch 7, batch 1950, giga_loss[loss=0.2261, simple_loss=0.3003, pruned_loss=0.07597, over 12363.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04842, over 34.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3076, pruned_loss=0.07371, over 2474177.89 frames. utt_duration=529.4 frames, utt_pad_proportion=0.07313, over 18748.65 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2988, pruned_loss=0.06293, over 1531546.53 frames. utt_duration=1234 frames, utt_pad_proportion=0.06603, over 4970.11 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3075, pruned_loss=0.07433, over 2473891.64 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07312, over 19618.61 utterances.], batch size: 34, lr: 4.91e-04
2022-08-23 23:56:36,268 INFO [train.py:927] (7/8) Epoch 7, batch 2000, giga_loss[loss=0.2205, simple_loss=0.3071, pruned_loss=0.06698, over 12389.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04089, over 133.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3085, pruned_loss=0.07431, over 2473397.90 frames. utt_duration=535.8 frames, utt_pad_proportion=0.07084, over 18515.43 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2987, pruned_loss=0.0628, over 1549941.77 frames. utt_duration=1233 frames, utt_pad_proportion=0.06587, over 5035.05 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3087, pruned_loss=0.07507, over 2473444.96 frames. utt_duration=511.8 frames, utt_pad_proportion=0.071, over 19388.20 utterances.], batch size: 133, lr: 4.91e-04
2022-08-23 23:58:18,836 INFO [train.py:927] (7/8) Epoch 7, batch 2050, giga_loss[loss=0.242, simple_loss=0.3244, pruned_loss=0.07975, over 12335.00 frames. utt_duration=1764 frames, utt_pad_proportion=0.03146, over 28.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3115, pruned_loss=0.07505, over 2472852.55 frames. utt_duration=547.9 frames, utt_pad_proportion=0.07017, over 18101.40 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3, pruned_loss=0.06302, over 1577114.05 frames. utt_duration=1217 frames, utt_pad_proportion=0.07042, over 5188.66 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3112, pruned_loss=0.07583, over 2473035.77 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06918, over 19010.44 utterances.], batch size: 28, lr: 4.91e-04
2022-08-24 00:00:02,118 INFO [train.py:927] (7/8) Epoch 7, batch 2100, giga_loss[loss=0.2115, simple_loss=0.2877, pruned_loss=0.0677, over 12143.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04092, over 33.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3108, pruned_loss=0.07494, over 2472798.08 frames. utt_duration=567 frames, utt_pad_proportion=0.0677, over 17490.28 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2998, pruned_loss=0.06301, over 1590510.68 frames. utt_duration=1221 frames, utt_pad_proportion=0.06915, over 5215.71 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3107, pruned_loss=0.07571, over 2472918.97 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06731, over 18349.48 utterances.], batch size: 33, lr: 4.91e-04
2022-08-24 00:01:42,760 INFO [train.py:927] (7/8) Epoch 7, batch 2150, giga_loss[loss=0.2474, simple_loss=0.3287, pruned_loss=0.08303, over 12253.00 frames. utt_duration=909.2 frames, utt_pad_proportion=0.02867, over 54.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3094, pruned_loss=0.0738, over 2472936.95 frames. utt_duration=607.8 frames, utt_pad_proportion=0.06201, over 16314.95 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2997, pruned_loss=0.06285, over 1616439.73 frames. utt_duration=1222 frames, utt_pad_proportion=0.06714, over 5296.14 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3097, pruned_loss=0.07483, over 2473247.00 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06244, over 17244.47 utterances.], batch size: 54, lr: 4.91e-04
2022-08-24 00:03:25,025 INFO [train.py:927] (7/8) Epoch 7, batch 2200, libri_loss[loss=0.2619, simple_loss=0.3412, pruned_loss=0.09127, over 12372.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.0108, over 38.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3096, pruned_loss=0.07414, over 2472170.43 frames. utt_duration=613.9 frames, utt_pad_proportion=0.06452, over 16145.85 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3006, pruned_loss=0.06339, over 1629311.12 frames. utt_duration=1203 frames, utt_pad_proportion=0.07259, over 5422.99 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3094, pruned_loss=0.07477, over 2472322.72 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06299, over 16910.52 utterances.], batch size: 38, lr: 4.90e-04
2022-08-24 00:05:08,157 INFO [train.py:927] (7/8) Epoch 7, batch 2250, giga_loss[loss=0.2443, simple_loss=0.3241, pruned_loss=0.08228, over 12377.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.0335, over 104.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3089, pruned_loss=0.07327, over 2472554.75 frames. utt_duration=601.1 frames, utt_pad_proportion=0.06303, over 16494.06 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3004, pruned_loss=0.06331, over 1641855.01 frames. utt_duration=1208 frames, utt_pad_proportion=0.07139, over 5442.55 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.309, pruned_loss=0.07395, over 2472718.91 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06219, over 17225.88 utterances.], batch size: 104, lr: 4.90e-04
2022-08-24 00:06:52,151 INFO [train.py:927] (7/8) Epoch 7, batch 2300, giga_loss[loss=0.3114, simple_loss=0.3571, pruned_loss=0.1328, over 12410.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07254, over 212.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3096, pruned_loss=0.07437, over 2473027.81 frames. utt_duration=622.6 frames, utt_pad_proportion=0.05989, over 15925.55 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3006, pruned_loss=0.06361, over 1666607.86 frames. utt_duration=1208 frames, utt_pad_proportion=0.07019, over 5526.17 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3098, pruned_loss=0.07501, over 2473044.95 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05956, over 16719.62 utterances.], batch size: 212, lr: 4.90e-04
2022-08-24 00:08:33,703 INFO [train.py:927] (7/8) Epoch 7, batch 2350, giga_loss[loss=0.2136, simple_loss=0.2939, pruned_loss=0.0666, over 12241.00 frames. utt_duration=1885 frames, utt_pad_proportion=0.0524, over 26.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3109, pruned_loss=0.07703, over 2472575.79 frames. utt_duration=604.2 frames, utt_pad_proportion=0.06115, over 16410.58 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3026, pruned_loss=0.06514, over 1690596.67 frames. utt_duration=1210 frames, utt_pad_proportion=0.0681, over 5595.52 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3101, pruned_loss=0.07691, over 2472486.72 frames. utt_duration=574.3 frames, utt_pad_proportion=0.0613, over 17264.49 utterances.], batch size: 26, lr: 4.90e-04
2022-08-24 00:10:15,555 INFO [train.py:927] (7/8) Epoch 7, batch 2400, giga_loss[loss=0.2096, simple_loss=0.2917, pruned_loss=0.0637, over 12387.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02686, over 48.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3101, pruned_loss=0.07738, over 2473100.51 frames. utt_duration=626.4 frames, utt_pad_proportion=0.06202, over 15829.49 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3034, pruned_loss=0.06573, over 1717848.82 frames. utt_duration=1196 frames, utt_pad_proportion=0.07132, over 5751.53 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3092, pruned_loss=0.0773, over 2472772.68 frames. utt_duration=593.6 frames, utt_pad_proportion=0.06107, over 16703.80 utterances.], batch size: 48, lr: 4.90e-04
2022-08-24 00:11:59,123 INFO [train.py:927] (7/8) Epoch 7, batch 2450, giga_loss[loss=0.2088, simple_loss=0.2895, pruned_loss=0.06406, over 12360.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03925, over 113.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3071, pruned_loss=0.0764, over 2472651.42 frames. utt_duration=633.8 frames, utt_pad_proportion=0.0614, over 15641.58 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3036, pruned_loss=0.0658, over 1736652.42 frames. utt_duration=1196 frames, utt_pad_proportion=0.07067, over 5814.19 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3064, pruned_loss=0.07656, over 2472291.83 frames. utt_duration=600.4 frames, utt_pad_proportion=0.0608, over 16512.08 utterances.], batch size: 113, lr: 4.90e-04
2022-08-24 00:13:39,939 INFO [train.py:927] (7/8) Epoch 7, batch 2500, giga_loss[loss=0.2187, simple_loss=0.3043, pruned_loss=0.06655, over 12431.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3036, pruned_loss=0.07467, over 2473122.03 frames. utt_duration=638.8 frames, utt_pad_proportion=0.05738, over 15522.74 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3037, pruned_loss=0.06587, over 1758350.17 frames. utt_duration=1205 frames, utt_pad_proportion=0.06847, over 5845.38 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3031, pruned_loss=0.07501, over 2472964.66 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05768, over 16459.83 utterances.], batch size: 75, lr: 4.90e-04
2022-08-24 00:15:22,354 INFO [train.py:927] (7/8) Epoch 7, batch 2550, giga_loss[loss=0.2174, simple_loss=0.3177, pruned_loss=0.05853, over 12434.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03756, over 133.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3018, pruned_loss=0.073, over 2472382.33 frames. utt_duration=632.2 frames, utt_pad_proportion=0.05659, over 15679.59 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3034, pruned_loss=0.06578, over 1789215.61 frames. utt_duration=1203 frames, utt_pad_proportion=0.06711, over 5955.90 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3015, pruned_loss=0.07365, over 2472827.11 frames. utt_duration=593 frames, utt_pad_proportion=0.05701, over 16722.28 utterances.], batch size: 133, lr: 4.90e-04
2022-08-24 00:17:04,909 INFO [train.py:927] (7/8) Epoch 7, batch 2600, giga_loss[loss=0.2107, simple_loss=0.3064, pruned_loss=0.0575, over 12391.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02691, over 70.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3025, pruned_loss=0.07251, over 2473089.57 frames. utt_duration=622.2 frames, utt_pad_proportion=0.05459, over 15936.61 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3042, pruned_loss=0.06615, over 1816135.91 frames. utt_duration=1194 frames, utt_pad_proportion=0.06725, over 6089.98 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3017, pruned_loss=0.07306, over 2473382.12 frames. utt_duration=583.5 frames, utt_pad_proportion=0.05477, over 16999.85 utterances.], batch size: 70, lr: 4.90e-04
2022-08-24 00:18:46,647 INFO [train.py:927] (7/8) Epoch 7, batch 2650, giga_loss[loss=0.2418, simple_loss=0.3256, pruned_loss=0.07903, over 12383.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06403, over 183.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3033, pruned_loss=0.07199, over 2473425.95 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05522, over 16702.21 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3042, pruned_loss=0.06612, over 1847868.07 frames. utt_duration=1190 frames, utt_pad_proportion=0.07004, over 6219.78 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3027, pruned_loss=0.07273, over 2474039.34 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05413, over 17932.21 utterances.], batch size: 183, lr: 4.90e-04
2022-08-24 00:20:27,892 INFO [train.py:927] (7/8) Epoch 7, batch 2700, libri_loss[loss=0.2278, simple_loss=0.3149, pruned_loss=0.07032, over 12371.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02591, over 43.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3017, pruned_loss=0.07021, over 2473823.66 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05815, over 17569.91 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3037, pruned_loss=0.06593, over 1866102.01 frames. utt_duration=1199 frames, utt_pad_proportion=0.06818, over 6234.12 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3014, pruned_loss=0.07108, over 2474613.53 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05762, over 18852.36 utterances.], batch size: 43, lr: 4.90e-04
2022-08-24 00:22:07,320 INFO [train.py:927] (7/8) Epoch 7, batch 2750, libri_loss[loss=0.2173, simple_loss=0.3055, pruned_loss=0.06452, over 12451.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01464, over 40.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3018, pruned_loss=0.06988, over 2474284.27 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05656, over 18105.03 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3032, pruned_loss=0.06559, over 1880864.03 frames. utt_duration=1204 frames, utt_pad_proportion=0.06661, over 6258.12 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3018, pruned_loss=0.07092, over 2475159.50 frames. utt_duration=512.4 frames, utt_pad_proportion=0.05662, over 19378.67 utterances.], batch size: 40, lr: 4.90e-04
2022-08-24 00:23:48,948 INFO [train.py:927] (7/8) Epoch 7, batch 2800, giga_loss[loss=0.2506, simple_loss=0.3246, pruned_loss=0.08834, over 12459.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03552, over 86.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3027, pruned_loss=0.07042, over 2474458.54 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05573, over 18372.68 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3029, pruned_loss=0.06548, over 1883734.71 frames. utt_duration=1206 frames, utt_pad_proportion=0.06636, over 6254.83 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.303, pruned_loss=0.07133, over 2475235.26 frames. utt_duration=511.1 frames, utt_pad_proportion=0.05588, over 19428.21 utterances.], batch size: 86, lr: 4.90e-04
2022-08-24 00:25:30,269 INFO [train.py:927] (7/8) Epoch 7, batch 2850, giga_loss[loss=0.2237, simple_loss=0.3017, pruned_loss=0.0729, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.05004, over 34.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3041, pruned_loss=0.07031, over 2474637.05 frames. utt_duration=567 frames, utt_pad_proportion=0.05577, over 17504.63 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3041, pruned_loss=0.06564, over 1898377.81 frames. utt_duration=1209 frames, utt_pad_proportion=0.0647, over 6290.14 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3035, pruned_loss=0.07104, over 2475239.52 frames. utt_duration=534.6 frames, utt_pad_proportion=0.0563, over 18573.69 utterances.], batch size: 34, lr: 4.89e-04
2022-08-24 00:27:10,071 INFO [train.py:927] (7/8) Epoch 7, batch 2900, giga_loss[loss=0.1959, simple_loss=0.2846, pruned_loss=0.05366, over 12371.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04964, over 31.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3045, pruned_loss=0.07034, over 2474552.85 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05842, over 17294.97 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3036, pruned_loss=0.06569, over 1926173.13 frames. utt_duration=1223 frames, utt_pad_proportion=0.06173, over 6306.30 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3043, pruned_loss=0.07111, over 2475400.65 frames. utt_duration=531.6 frames, utt_pad_proportion=0.0596, over 18678.76 utterances.], batch size: 31, lr: 4.89e-04
2022-08-24 00:28:50,880 INFO [train.py:927] (7/8) Epoch 7, batch 2950, giga_loss[loss=0.2118, simple_loss=0.2938, pruned_loss=0.06495, over 12366.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.0275, over 51.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3042, pruned_loss=0.07047, over 2473851.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05763, over 17072.34 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3032, pruned_loss=0.06554, over 1936708.62 frames. utt_duration=1230 frames, utt_pad_proportion=0.06067, over 6304.21 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3045, pruned_loss=0.07127, over 2474825.91 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05894, over 18366.47 utterances.], batch size: 51, lr: 4.89e-04
2022-08-24 00:30:32,064 INFO [train.py:927] (7/8) Epoch 7, batch 3000, giga_loss[loss=0.1946, simple_loss=0.2768, pruned_loss=0.05616, over 12361.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03108, over 51.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.301, pruned_loss=0.06891, over 2473505.17 frames. utt_duration=611.3 frames, utt_pad_proportion=0.05419, over 16224.92 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3032, pruned_loss=0.06562, over 1944373.46 frames. utt_duration=1231 frames, utt_pad_proportion=0.06017, over 6326.62 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3011, pruned_loss=0.06954, over 2474619.39 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05563, over 17373.90 utterances.], batch size: 51, lr: 4.89e-04
2022-08-24 00:30:32,065 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 00:30:45,389 INFO [train.py:967] (7/8) 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 00:32:22,028 INFO [train.py:927] (7/8) Epoch 7, batch 3050, giga_loss[loss=0.2005, simple_loss=0.2962, pruned_loss=0.05239, over 12291.00 frames. utt_duration=911.8 frames, utt_pad_proportion=0.02377, over 54.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3005, pruned_loss=0.06802, over 2473645.18 frames. utt_duration=608.6 frames, utt_pad_proportion=0.05096, over 16296.83 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3029, pruned_loss=0.06553, over 1949612.11 frames. utt_duration=1234 frames, utt_pad_proportion=0.05965, over 6326.34 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3008, pruned_loss=0.06861, over 2474540.72 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05241, over 17285.48 utterances.], batch size: 54, lr: 4.89e-04
2022-08-24 00:34:01,220 INFO [train.py:927] (7/8) Epoch 7, batch 3100, giga_loss[loss=0.223, simple_loss=0.2919, pruned_loss=0.07704, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03437, over 40.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.302, pruned_loss=0.06831, over 2474029.70 frames. utt_duration=573.9 frames, utt_pad_proportion=0.05512, over 17287.96 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3031, pruned_loss=0.06545, over 1952132.05 frames. utt_duration=1237 frames, utt_pad_proportion=0.05961, over 6321.71 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3021, pruned_loss=0.06883, over 2474812.80 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05603, over 18108.36 utterances.], batch size: 40, lr: 4.89e-04
2022-08-24 00:35:39,485 INFO [train.py:927] (7/8) Epoch 7, batch 3150, giga_loss[loss=0.2008, simple_loss=0.2796, pruned_loss=0.06098, over 12435.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03564, over 98.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3015, pruned_loss=0.06901, over 2474361.44 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05239, over 16895.92 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3039, pruned_loss=0.06557, over 1964958.05 frames. utt_duration=1238 frames, utt_pad_proportion=0.05828, over 6356.38 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.301, pruned_loss=0.06941, over 2475064.04 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05361, over 17754.24 utterances.], batch size: 98, lr: 4.89e-04
2022-08-24 00:37:17,610 INFO [train.py:927] (7/8) Epoch 7, batch 3200, giga_loss[loss=0.215, simple_loss=0.2999, pruned_loss=0.06502, over 12352.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04007, over 113.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2993, pruned_loss=0.06846, over 2474161.13 frames. utt_duration=591.4 frames, utt_pad_proportion=0.05132, over 16775.58 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.304, pruned_loss=0.06559, over 1977524.20 frames. utt_duration=1244 frames, utt_pad_proportion=0.05693, over 6364.41 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2988, pruned_loss=0.06885, over 2474758.94 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05272, over 17679.42 utterances.], batch size: 113, lr: 4.89e-04
2022-08-24 00:38:57,868 INFO [train.py:927] (7/8) Epoch 7, batch 3250, giga_loss[loss=0.1536, simple_loss=0.2408, pruned_loss=0.03325, over 12431.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04008, over 26.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2962, pruned_loss=0.06695, over 2473864.43 frames. utt_duration=602 frames, utt_pad_proportion=0.04892, over 16479.28 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3039, pruned_loss=0.06541, over 1991678.75 frames. utt_duration=1249 frames, utt_pad_proportion=0.05546, over 6386.12 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2957, pruned_loss=0.06745, over 2474819.71 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05058, over 17446.95 utterances.], batch size: 26, lr: 4.89e-04
2022-08-24 00:40:38,000 INFO [train.py:927] (7/8) Epoch 7, batch 3300, giga_loss[loss=0.1885, simple_loss=0.2701, pruned_loss=0.05341, over 12421.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04277, over 146.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2925, pruned_loss=0.06569, over 2473685.00 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05006, over 16116.54 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3037, pruned_loss=0.06528, over 2003604.89 frames. utt_duration=1249 frames, utt_pad_proportion=0.05546, over 6423.15 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2921, pruned_loss=0.06621, over 2474443.47 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05126, over 17076.99 utterances.], batch size: 146, lr: 4.89e-04
2022-08-24 00:42:17,040 INFO [train.py:927] (7/8) Epoch 7, batch 3350, giga_loss[loss=0.2362, simple_loss=0.3057, pruned_loss=0.08329, over 12196.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03321, over 42.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2936, pruned_loss=0.06624, over 2474044.63 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05338, over 16666.95 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3038, pruned_loss=0.06535, over 2017326.31 frames. utt_duration=1250 frames, utt_pad_proportion=0.05488, over 6460.79 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2929, pruned_loss=0.06662, over 2474859.80 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05433, over 17675.08 utterances.], batch size: 42, lr: 4.89e-04
2022-08-24 00:43:56,929 INFO [train.py:927] (7/8) Epoch 7, batch 3400, libri_loss[loss=0.2326, simple_loss=0.3118, pruned_loss=0.07673, over 12469.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006941, over 37.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2959, pruned_loss=0.06733, over 2473045.40 frames. utt_duration=604.8 frames, utt_pad_proportion=0.05378, over 16398.09 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3032, pruned_loss=0.06542, over 2034680.90 frames. utt_duration=1262 frames, utt_pad_proportion=0.05312, over 6458.64 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2954, pruned_loss=0.06761, over 2474202.58 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05511, over 17573.40 utterances.], batch size: 37, lr: 4.89e-04
2022-08-24 00:45:36,711 INFO [train.py:927] (7/8) Epoch 7, batch 3450, giga_loss[loss=0.2058, simple_loss=0.2827, pruned_loss=0.06445, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02989, over 45.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.299, pruned_loss=0.0686, over 2473156.68 frames. utt_duration=601.3 frames, utt_pad_proportion=0.05269, over 16493.84 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3037, pruned_loss=0.06569, over 2043368.57 frames. utt_duration=1258 frames, utt_pad_proportion=0.05323, over 6503.93 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2981, pruned_loss=0.06867, over 2474086.50 frames. utt_duration=564.9 frames, utt_pad_proportion=0.05379, over 17566.43 utterances.], batch size: 45, lr: 4.89e-04
2022-08-24 00:47:22,654 INFO [train.py:927] (7/8) Epoch 7, batch 3500, giga_loss[loss=0.264, simple_loss=0.3368, pruned_loss=0.0956, over 12366.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04297, over 133.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3064, pruned_loss=0.07469, over 2473688.15 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06182, over 18053.80 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3038, pruned_loss=0.06564, over 2045605.73 frames. utt_duration=1256 frames, utt_pad_proportion=0.05337, over 6523.41 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3056, pruned_loss=0.07479, over 2474338.87 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06216, over 18919.92 utterances.], batch size: 133, lr: 4.88e-04
2022-08-24 00:49:04,634 INFO [train.py:927] (7/8) Epoch 7, batch 3550, giga_loss[loss=0.2652, simple_loss=0.3326, pruned_loss=0.09894, over 12328.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03169, over 51.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.313, pruned_loss=0.07863, over 2474096.00 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06265, over 18325.42 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3047, pruned_loss=0.066, over 2055770.64 frames. utt_duration=1261 frames, utt_pad_proportion=0.05229, over 6528.38 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3119, pruned_loss=0.0787, over 2474994.70 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06327, over 19272.60 utterances.], batch size: 51, lr: 4.88e-04
2022-08-24 00:50:48,017 INFO [train.py:927] (7/8) Epoch 7, batch 3600, giga_loss[loss=0.2567, simple_loss=0.3244, pruned_loss=0.09451, over 12231.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03189, over 42.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3193, pruned_loss=0.0835, over 2474033.58 frames. utt_duration=517.5 frames, utt_pad_proportion=0.0716, over 19177.26 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.305, pruned_loss=0.06614, over 2061909.65 frames. utt_duration=1246 frames, utt_pad_proportion=0.05756, over 6627.54 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3183, pruned_loss=0.08367, over 2474847.15 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07037, over 20013.11 utterances.], batch size: 42, lr: 4.88e-04
2022-08-24 00:52:33,671 INFO [train.py:927] (7/8) Epoch 7, batch 3650, giga_loss[loss=0.2928, simple_loss=0.3583, pruned_loss=0.1137, over 12384.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04545, over 146.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3251, pruned_loss=0.08794, over 2474188.54 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07369, over 20164.67 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3052, pruned_loss=0.06609, over 2066167.89 frames. utt_duration=1241 frames, utt_pad_proportion=0.05799, over 6669.22 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3244, pruned_loss=0.08829, over 2474694.61 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07262, over 20901.16 utterances.], batch size: 146, lr: 4.88e-04
2022-08-24 00:54:19,650 INFO [train.py:927] (7/8) Epoch 7, batch 3700, giga_loss[loss=0.3613, simple_loss=0.404, pruned_loss=0.1593, over 12367.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3304, pruned_loss=0.09289, over 2474228.77 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07961, over 21349.06 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3055, pruned_loss=0.06623, over 2076296.99 frames. utt_duration=1226 frames, utt_pad_proportion=0.06271, over 6780.61 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3301, pruned_loss=0.09358, over 2474599.61 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07751, over 22136.68 utterances.], batch size: 259, lr: 4.88e-04
2022-08-24 00:56:07,683 INFO [train.py:927] (7/8) Epoch 7, batch 3750, libri_loss[loss=0.2617, simple_loss=0.3406, pruned_loss=0.09145, over 12451.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01429, over 40.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3351, pruned_loss=0.09697, over 2474471.11 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07785, over 21701.75 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3057, pruned_loss=0.06643, over 2085936.52 frames. utt_duration=1229 frames, utt_pad_proportion=0.06136, over 6797.92 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3352, pruned_loss=0.09802, over 2474957.38 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07676, over 22655.00 utterances.], batch size: 40, lr: 4.88e-04
2022-08-24 00:57:53,400 INFO [train.py:927] (7/8) Epoch 7, batch 3800, giga_loss[loss=0.2326, simple_loss=0.3096, pruned_loss=0.07776, over 12251.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02675, over 54.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3342, pruned_loss=0.0971, over 2474067.42 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07764, over 21240.44 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3059, pruned_loss=0.06641, over 2097647.10 frames. utt_duration=1221 frames, utt_pad_proportion=0.06422, over 6882.39 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.335, pruned_loss=0.09881, over 2474256.01 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07623, over 22330.35 utterances.], batch size: 54, lr: 4.88e-04
2022-08-24 00:59:39,013 INFO [train.py:927] (7/8) Epoch 7, batch 3850, giga_loss[loss=0.274, simple_loss=0.352, pruned_loss=0.09805, over 12394.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02599, over 91.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3345, pruned_loss=0.09684, over 2474234.78 frames. utt_duration=460.9 frames, utt_pad_proportion=0.0778, over 21539.48 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3063, pruned_loss=0.0668, over 2104868.46 frames. utt_duration=1210 frames, utt_pad_proportion=0.06826, over 6967.76 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3353, pruned_loss=0.09842, over 2474595.67 frames. utt_duration=440 frames, utt_pad_proportion=0.07562, over 22573.75 utterances.], batch size: 91, lr: 4.88e-04
2022-08-24 01:01:28,910 INFO [train.py:927] (7/8) Epoch 7, batch 3900, giga_loss[loss=0.2446, simple_loss=0.3248, pruned_loss=0.08225, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03303, over 85.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3377, pruned_loss=0.09901, over 2474201.79 frames. utt_duration=429.6 frames, utt_pad_proportion=0.08293, over 23118.15 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3066, pruned_loss=0.06673, over 2112083.16 frames. utt_duration=1213 frames, utt_pad_proportion=0.06709, over 6971.42 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3386, pruned_loss=0.1009, over 2474570.37 frames. utt_duration=410 frames, utt_pad_proportion=0.08153, over 24231.09 utterances.], batch size: 85, lr: 4.88e-04
2022-08-24 01:03:14,814 INFO [train.py:927] (7/8) Epoch 7, batch 3950, giga_loss[loss=0.2248, simple_loss=0.301, pruned_loss=0.07431, over 12416.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04311, over 146.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.337, pruned_loss=0.09765, over 2474867.20 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08401, over 23796.20 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3074, pruned_loss=0.06689, over 2121109.69 frames. utt_duration=1218 frames, utt_pad_proportion=0.06604, over 6976.17 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3378, pruned_loss=0.09974, over 2475102.53 frames. utt_duration=396.5 frames, utt_pad_proportion=0.08329, over 25060.19 utterances.], batch size: 146, lr: 4.88e-04
2022-08-24 01:05:03,565 INFO [train.py:927] (7/8) Epoch 7, batch 4000, giga_loss[loss=0.2166, simple_loss=0.302, pruned_loss=0.06559, over 12328.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03528, over 62.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3327, pruned_loss=0.09391, over 2474999.17 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08064, over 22947.07 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3069, pruned_loss=0.06668, over 2124588.69 frames. utt_duration=1222 frames, utt_pad_proportion=0.06555, over 6965.43 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.334, pruned_loss=0.09598, over 2475230.88 frames. utt_duration=412.3 frames, utt_pad_proportion=0.08037, over 24096.80 utterances.], batch size: 62, lr: 4.88e-04
2022-08-24 01:06:47,078 INFO [train.py:927] (7/8) Epoch 7, batch 4050, libri_loss[loss=0.1581, simple_loss=0.2449, pruned_loss=0.03561, over 12394.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008453, over 30.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3301, pruned_loss=0.09202, over 2475225.95 frames. utt_duration=441.2 frames, utt_pad_proportion=0.08265, over 22514.15 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3067, pruned_loss=0.06657, over 2136383.61 frames. utt_duration=1208 frames, utt_pad_proportion=0.06895, over 7081.93 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3322, pruned_loss=0.09463, over 2475691.14 frames. utt_duration=416.8 frames, utt_pad_proportion=0.0817, over 23842.67 utterances.], batch size: 30, lr: 4.88e-04
2022-08-24 01:08:34,997 INFO [train.py:927] (7/8) Epoch 7, batch 4100, giga_loss[loss=0.2695, simple_loss=0.339, pruned_loss=0.09994, over 12376.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02802, over 70.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3286, pruned_loss=0.09059, over 2474831.04 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07805, over 21537.93 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3062, pruned_loss=0.06652, over 2149315.10 frames. utt_duration=1217 frames, utt_pad_proportion=0.06664, over 7074.92 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3314, pruned_loss=0.09362, over 2475551.12 frames. utt_duration=429 frames, utt_pad_proportion=0.0783, over 23158.03 utterances.], batch size: 70, lr: 4.88e-04
2022-08-24 01:10:24,905 INFO [train.py:927] (7/8) Epoch 7, batch 4150, giga_loss[loss=0.2368, simple_loss=0.3243, pruned_loss=0.07462, over 12358.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03231, over 58.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3292, pruned_loss=0.08925, over 2474781.35 frames. utt_duration=459.2 frames, utt_pad_proportion=0.08045, over 21626.23 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3072, pruned_loss=0.06737, over 2163246.35 frames. utt_duration=1209 frames, utt_pad_proportion=0.0686, over 7165.20 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3316, pruned_loss=0.09196, over 2475774.66 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08007, over 23464.67 utterances.], batch size: 58, lr: 4.88e-04
2022-08-24 01:12:08,479 INFO [train.py:927] (7/8) Epoch 7, batch 4200, giga_loss[loss=0.2289, simple_loss=0.3124, pruned_loss=0.07265, over 12387.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02948, over 58.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3296, pruned_loss=0.08844, over 2475073.94 frames. utt_duration=477 frames, utt_pad_proportion=0.07592, over 20817.33 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3075, pruned_loss=0.06748, over 2178849.92 frames. utt_duration=1201 frames, utt_pad_proportion=0.07019, over 7263.26 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3323, pruned_loss=0.09156, over 2475541.73 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07561, over 22874.18 utterances.], batch size: 58, lr: 4.87e-04
2022-08-24 01:13:54,737 INFO [train.py:927] (7/8) Epoch 7, batch 4250, giga_loss[loss=0.2682, simple_loss=0.3393, pruned_loss=0.09859, over 12421.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05474, over 162.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3292, pruned_loss=0.08914, over 2475091.86 frames. utt_duration=471.3 frames, utt_pad_proportion=0.0723, over 21070.95 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3072, pruned_loss=0.06739, over 2181586.30 frames. utt_duration=1204 frames, utt_pad_proportion=0.06963, over 7255.63 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3317, pruned_loss=0.09184, over 2475641.36 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07249, over 22806.84 utterances.], batch size: 162, lr: 4.87e-04
2022-08-24 01:15:39,052 INFO [train.py:927] (7/8) Epoch 7, batch 4300, giga_loss[loss=0.211, simple_loss=0.2872, pruned_loss=0.0674, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04385, over 31.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3278, pruned_loss=0.08909, over 2474890.80 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07827, over 21333.31 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3076, pruned_loss=0.06741, over 2187171.04 frames. utt_duration=1207 frames, utt_pad_proportion=0.06868, over 7255.63 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3299, pruned_loss=0.0916, over 2475525.36 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07831, over 22958.62 utterances.], batch size: 31, lr: 4.87e-04
2022-08-24 01:17:26,815 INFO [train.py:927] (7/8) Epoch 7, batch 4350, giga_loss[loss=0.2481, simple_loss=0.3289, pruned_loss=0.08364, over 12409.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3273, pruned_loss=0.08788, over 2474525.79 frames. utt_duration=464 frames, utt_pad_proportion=0.07926, over 21399.39 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3079, pruned_loss=0.06746, over 2190089.85 frames. utt_duration=1191 frames, utt_pad_proportion=0.07305, over 7361.69 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3289, pruned_loss=0.09, over 2474983.55 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07809, over 22710.75 utterances.], batch size: 146, lr: 4.87e-04
2022-08-24 01:19:12,875 INFO [train.py:927] (7/8) Epoch 7, batch 4400, giga_loss[loss=0.2362, simple_loss=0.3077, pruned_loss=0.08238, over 12477.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03578, over 43.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3272, pruned_loss=0.08845, over 2474608.19 frames. utt_duration=456 frames, utt_pad_proportion=0.07994, over 21777.85 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3076, pruned_loss=0.06731, over 2193079.48 frames. utt_duration=1195 frames, utt_pad_proportion=0.07247, over 7352.10 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3288, pruned_loss=0.0904, over 2474839.60 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07916, over 22931.03 utterances.], batch size: 43, lr: 4.87e-04
2022-08-24 01:20:58,498 INFO [train.py:927] (7/8) Epoch 7, batch 4450, giga_loss[loss=0.2296, simple_loss=0.3005, pruned_loss=0.07933, over 12190.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.02998, over 36.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3247, pruned_loss=0.08729, over 2475048.25 frames. utt_duration=460 frames, utt_pad_proportion=0.07687, over 21590.52 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3074, pruned_loss=0.06723, over 2195493.82 frames. utt_duration=1198 frames, utt_pad_proportion=0.07193, over 7339.60 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3264, pruned_loss=0.08906, over 2475573.23 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07655, over 22634.79 utterances.], batch size: 36, lr: 4.87e-04
2022-08-24 01:22:43,872 INFO [train.py:927] (7/8) Epoch 7, batch 4500, giga_loss[loss=0.2113, simple_loss=0.283, pruned_loss=0.0698, over 12185.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03214, over 36.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3228, pruned_loss=0.08659, over 2474990.16 frames. utt_duration=460.9 frames, utt_pad_proportion=0.077, over 21548.45 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3076, pruned_loss=0.06723, over 2200565.63 frames. utt_duration=1203 frames, utt_pad_proportion=0.07076, over 7325.91 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3243, pruned_loss=0.08835, over 2475848.75 frames. utt_duration=438.7 frames, utt_pad_proportion=0.0771, over 22648.24 utterances.], batch size: 36, lr: 4.87e-04
2022-08-24 01:24:27,742 INFO [train.py:927] (7/8) Epoch 7, batch 4550, giga_loss[loss=0.2229, simple_loss=0.3005, pruned_loss=0.07259, over 12457.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04035, over 114.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3206, pruned_loss=0.08567, over 2473994.38 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07816, over 21291.67 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3067, pruned_loss=0.06685, over 2209069.60 frames. utt_duration=1211 frames, utt_pad_proportion=0.06896, over 7306.62 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3229, pruned_loss=0.08799, over 2475547.86 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0787, over 22634.82 utterances.], batch size: 114, lr: 4.87e-04
2022-08-24 01:26:10,142 INFO [train.py:927] (7/8) Epoch 7, batch 4600, giga_loss[loss=0.228, simple_loss=0.3076, pruned_loss=0.07423, over 12393.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04263, over 37.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3209, pruned_loss=0.08568, over 2474258.89 frames. utt_duration=454 frames, utt_pad_proportion=0.08228, over 21866.67 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3067, pruned_loss=0.06678, over 2214101.02 frames. utt_duration=1209 frames, utt_pad_proportion=0.06858, over 7336.25 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.323, pruned_loss=0.0879, over 2475676.62 frames. utt_duration=429.1 frames, utt_pad_proportion=0.08268, over 23157.58 utterances.], batch size: 37, lr: 4.87e-04
2022-08-24 01:27:51,934 INFO [train.py:927] (7/8) Epoch 7, batch 4650, giga_loss[loss=0.2748, simple_loss=0.3396, pruned_loss=0.105, over 12432.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05432, over 162.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3207, pruned_loss=0.0843, over 2473437.56 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07794, over 20535.16 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3072, pruned_loss=0.0671, over 2223818.89 frames. utt_duration=1205 frames, utt_pad_proportion=0.07052, over 7391.77 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3225, pruned_loss=0.08648, over 2475030.57 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07821, over 22032.13 utterances.], batch size: 162, lr: 4.87e-04
2022-08-24 01:29:39,473 INFO [train.py:927] (7/8) Epoch 7, batch 4700, giga_loss[loss=0.3067, simple_loss=0.355, pruned_loss=0.1291, over 12360.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2099, over 372.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3219, pruned_loss=0.08526, over 2473627.21 frames. utt_duration=478.4 frames, utt_pad_proportion=0.0777, over 20743.31 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3076, pruned_loss=0.06709, over 2229846.75 frames. utt_duration=1212 frames, utt_pad_proportion=0.06914, over 7369.26 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3233, pruned_loss=0.08743, over 2475004.89 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07838, over 22263.48 utterances.], batch size: 372, lr: 4.87e-04
2022-08-24 01:31:22,474 INFO [train.py:927] (7/8) Epoch 7, batch 4750, giga_loss[loss=0.2267, simple_loss=0.2971, pruned_loss=0.07813, over 12222.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03158, over 39.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3232, pruned_loss=0.08686, over 2473406.00 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07351, over 20395.73 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3079, pruned_loss=0.06706, over 2235466.19 frames. utt_duration=1216 frames, utt_pad_proportion=0.06774, over 7364.07 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3244, pruned_loss=0.08905, over 2474881.26 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07481, over 21903.86 utterances.], batch size: 39, lr: 4.87e-04
2022-08-24 01:33:05,956 INFO [train.py:927] (7/8) Epoch 7, batch 4800, giga_loss[loss=0.28, simple_loss=0.3426, pruned_loss=0.1087, over 12390.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06407, over 183.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3225, pruned_loss=0.08699, over 2472972.53 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07051, over 19864.15 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3073, pruned_loss=0.06678, over 2242027.25 frames. utt_duration=1216 frames, utt_pad_proportion=0.06726, over 7383.87 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3244, pruned_loss=0.08947, over 2474586.26 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07195, over 21390.41 utterances.], batch size: 183, lr: 4.87e-04
2022-08-24 01:34:48,919 INFO [train.py:927] (7/8) Epoch 7, batch 4850, giga_loss[loss=0.2719, simple_loss=0.3414, pruned_loss=0.1012, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02992, over 80.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3213, pruned_loss=0.08595, over 2473176.64 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06718, over 19150.00 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3067, pruned_loss=0.06668, over 2250040.10 frames. utt_duration=1223 frames, utt_pad_proportion=0.0655, over 7366.59 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3238, pruned_loss=0.08862, over 2474434.38 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06915, over 20766.82 utterances.], batch size: 80, lr: 4.86e-04
2022-08-24 01:36:34,091 INFO [train.py:927] (7/8) Epoch 7, batch 4900, giga_loss[loss=0.2664, simple_loss=0.3356, pruned_loss=0.09857, over 12369.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02755, over 85.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3199, pruned_loss=0.08443, over 2472862.65 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06495, over 18989.74 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3063, pruned_loss=0.06662, over 2256202.53 frames. utt_duration=1227 frames, utt_pad_proportion=0.06402, over 7362.54 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3225, pruned_loss=0.08711, over 2474268.89 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06717, over 20608.12 utterances.], batch size: 85, lr: 4.86e-04
2022-08-24 01:38:22,029 INFO [train.py:927] (7/8) Epoch 7, batch 4950, giga_loss[loss=0.2238, simple_loss=0.2974, pruned_loss=0.07507, over 12302.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.03552, over 51.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3182, pruned_loss=0.08381, over 2472714.98 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06359, over 18666.77 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3063, pruned_loss=0.06672, over 2262605.95 frames. utt_duration=1232 frames, utt_pad_proportion=0.06248, over 7352.87 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3207, pruned_loss=0.08634, over 2473833.16 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06601, over 20285.21 utterances.], batch size: 51, lr: 4.86e-04
2022-08-24 01:40:06,652 INFO [train.py:927] (7/8) Epoch 7, batch 5000, libri_loss[loss=0.2401, simple_loss=0.3201, pruned_loss=0.08008, over 12240.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005781, over 34.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3218, pruned_loss=0.08617, over 2473110.36 frames. utt_duration=487.8 frames, utt_pad_proportion=0.071, over 20340.28 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3063, pruned_loss=0.06678, over 2265574.86 frames. utt_duration=1235 frames, utt_pad_proportion=0.0617, over 7344.60 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.324, pruned_loss=0.08841, over 2474168.21 frames. utt_duration=455 frames, utt_pad_proportion=0.07264, over 21821.97 utterances.], batch size: 34, lr: 4.86e-04
2022-08-24 01:41:52,014 INFO [train.py:927] (7/8) Epoch 7, batch 5050, libri_loss[loss=0.2512, simple_loss=0.3794, pruned_loss=0.06154, over 12420.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03608, over 46.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3254, pruned_loss=0.08661, over 2474344.23 frames. utt_duration=481.7 frames, utt_pad_proportion=0.0686, over 20608.09 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3065, pruned_loss=0.0666, over 2270573.26 frames. utt_duration=1226 frames, utt_pad_proportion=0.06509, over 7417.80 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3273, pruned_loss=0.08895, over 2475296.95 frames. utt_duration=451.4 frames, utt_pad_proportion=0.06919, over 22006.63 utterances.], batch size: 46, lr: 4.86e-04
2022-08-24 01:43:35,717 INFO [train.py:927] (7/8) Epoch 7, batch 5100, giga_loss[loss=0.2595, simple_loss=0.348, pruned_loss=0.0855, over 12438.00 frames. utt_duration=712.5 frames, utt_pad_proportion=0.02263, over 70.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3267, pruned_loss=0.08725, over 2473681.84 frames. utt_duration=501 frames, utt_pad_proportion=0.06385, over 19806.83 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3068, pruned_loss=0.06674, over 2274625.34 frames. utt_duration=1225 frames, utt_pad_proportion=0.06504, over 7439.36 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3283, pruned_loss=0.08936, over 2474408.89 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06463, over 21129.99 utterances.], batch size: 70, lr: 4.86e-04
2022-08-24 01:45:22,806 INFO [train.py:927] (7/8) Epoch 7, batch 5150, giga_loss[loss=0.2622, simple_loss=0.3277, pruned_loss=0.09836, over 12403.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03478, over 80.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3266, pruned_loss=0.08849, over 2474031.53 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06763, over 19911.44 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3068, pruned_loss=0.06678, over 2280460.10 frames. utt_duration=1229 frames, utt_pad_proportion=0.06345, over 7432.38 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3284, pruned_loss=0.0907, over 2474671.98 frames. utt_duration=466.1 frames, utt_pad_proportion=0.06853, over 21302.96 utterances.], batch size: 80, lr: 4.86e-04
2022-08-24 01:47:06,318 INFO [train.py:927] (7/8) Epoch 7, batch 5200, libri_loss[loss=0.1903, simple_loss=0.2752, pruned_loss=0.05268, over 12241.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005055, over 31.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3248, pruned_loss=0.08771, over 2474529.10 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07041, over 20060.23 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3064, pruned_loss=0.06662, over 2288054.12 frames. utt_duration=1235 frames, utt_pad_proportion=0.06155, over 7422.15 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3273, pruned_loss=0.09044, over 2475082.95 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07162, over 21659.82 utterances.], batch size: 31, lr: 4.86e-04
2022-08-24 01:48:51,596 INFO [train.py:927] (7/8) Epoch 7, batch 5250, giga_loss[loss=0.2547, simple_loss=0.3247, pruned_loss=0.09239, over 12451.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03277, over 105.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3245, pruned_loss=0.08813, over 2474780.00 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06883, over 19804.80 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.306, pruned_loss=0.06647, over 2293235.98 frames. utt_duration=1229 frames, utt_pad_proportion=0.06426, over 7472.18 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3274, pruned_loss=0.09103, over 2475535.21 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06925, over 21386.47 utterances.], batch size: 105, lr: 4.86e-04
2022-08-24 01:50:35,187 INFO [train.py:927] (7/8) Epoch 7, batch 5300, giga_loss[loss=0.2251, simple_loss=0.3021, pruned_loss=0.0741, over 12412.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03373, over 80.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3235, pruned_loss=0.08814, over 2474480.25 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07216, over 19999.74 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.306, pruned_loss=0.06651, over 2299169.44 frames. utt_duration=1229 frames, utt_pad_proportion=0.06318, over 7491.85 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3264, pruned_loss=0.09113, over 2475399.47 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07272, over 21653.56 utterances.], batch size: 80, lr: 4.86e-04
2022-08-24 01:52:18,772 INFO [train.py:927] (7/8) Epoch 7, batch 5350, giga_loss[loss=0.2612, simple_loss=0.3306, pruned_loss=0.09594, over 12420.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03712, over 113.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3231, pruned_loss=0.08789, over 2474637.84 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07097, over 19778.47 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3057, pruned_loss=0.06633, over 2301598.67 frames. utt_duration=1232 frames, utt_pad_proportion=0.06248, over 7481.55 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3258, pruned_loss=0.09068, over 2475512.20 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07176, over 21256.11 utterances.], batch size: 113, lr: 4.86e-04
2022-08-24 01:54:05,067 INFO [train.py:927] (7/8) Epoch 7, batch 5400, giga_loss[loss=0.2367, simple_loss=0.3133, pruned_loss=0.08007, over 12414.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03358, over 80.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3241, pruned_loss=0.0883, over 2474817.37 frames. utt_duration=488 frames, utt_pad_proportion=0.07442, over 20347.64 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3057, pruned_loss=0.06629, over 2304011.10 frames. utt_duration=1236 frames, utt_pad_proportion=0.06177, over 7467.37 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3265, pruned_loss=0.09083, over 2475672.40 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0751, over 21701.35 utterances.], batch size: 80, lr: 4.86e-04
2022-08-24 01:55:50,397 INFO [train.py:927] (7/8) Epoch 7, batch 5450, giga_loss[loss=0.215, simple_loss=0.3164, pruned_loss=0.05683, over 12335.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03367, over 62.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3242, pruned_loss=0.08648, over 2475061.74 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07268, over 19810.40 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3053, pruned_loss=0.06613, over 2308776.72 frames. utt_duration=1242 frames, utt_pad_proportion=0.06042, over 7443.81 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3269, pruned_loss=0.0892, over 2475990.27 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07383, over 21242.12 utterances.], batch size: 62, lr: 4.86e-04
2022-08-24 01:57:35,363 INFO [train.py:927] (7/8) Epoch 7, batch 5500, giga_loss[loss=0.2348, simple_loss=0.3254, pruned_loss=0.07213, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3251, pruned_loss=0.08523, over 2473866.06 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06954, over 18945.30 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3052, pruned_loss=0.06617, over 2311849.71 frames. utt_duration=1246 frames, utt_pad_proportion=0.05947, over 7431.00 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3277, pruned_loss=0.0877, over 2474804.07 frames. utt_duration=489 frames, utt_pad_proportion=0.07108, over 20303.81 utterances.], batch size: 58, lr: 4.85e-04
2022-08-24 01:59:18,459 INFO [train.py:927] (7/8) Epoch 7, batch 5550, giga_loss[loss=0.2397, simple_loss=0.3202, pruned_loss=0.0796, over 12442.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03552, over 98.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3287, pruned_loss=0.08871, over 2474713.68 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06606, over 19102.70 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3055, pruned_loss=0.06633, over 2314995.28 frames. utt_duration=1245 frames, utt_pad_proportion=0.05927, over 7449.15 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3309, pruned_loss=0.09089, over 2475539.97 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06762, over 20364.55 utterances.], batch size: 98, lr: 4.85e-04
2022-08-24 02:01:00,243 INFO [train.py:927] (7/8) Epoch 7, batch 5600, giga_loss[loss=0.2343, simple_loss=0.3171, pruned_loss=0.0757, over 12403.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3284, pruned_loss=0.08897, over 2473918.81 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06674, over 19109.46 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.305, pruned_loss=0.06601, over 2320444.79 frames. utt_duration=1247 frames, utt_pad_proportion=0.05866, over 7450.01 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3313, pruned_loss=0.09168, over 2474627.58 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06818, over 20479.41 utterances.], batch size: 146, lr: 4.85e-04
2022-08-24 02:02:44,633 INFO [train.py:927] (7/8) Epoch 7, batch 5650, giga_loss[loss=0.2335, simple_loss=0.3259, pruned_loss=0.07057, over 12386.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.02931, over 62.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3284, pruned_loss=0.08713, over 2473937.17 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06383, over 19261.36 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3052, pruned_loss=0.06593, over 2323184.23 frames. utt_duration=1245 frames, utt_pad_proportion=0.05861, over 7473.67 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.331, pruned_loss=0.08976, over 2474802.29 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06522, over 20546.08 utterances.], batch size: 62, lr: 4.85e-04
2022-08-24 02:04:29,154 INFO [train.py:927] (7/8) Epoch 7, batch 5700, giga_loss[loss=0.2271, simple_loss=0.31, pruned_loss=0.07212, over 12347.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02619, over 66.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3275, pruned_loss=0.08578, over 2474076.08 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06371, over 18829.18 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.305, pruned_loss=0.06586, over 2327836.53 frames. utt_duration=1253 frames, utt_pad_proportion=0.05704, over 7442.66 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3304, pruned_loss=0.08858, over 2475280.75 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06547, over 20253.09 utterances.], batch size: 66, lr: 4.85e-04
2022-08-24 02:06:14,793 INFO [train.py:927] (7/8) Epoch 7, batch 5750, giga_loss[loss=0.2226, simple_loss=0.2992, pruned_loss=0.07297, over 12307.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02722, over 45.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3275, pruned_loss=0.08707, over 2474813.88 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07262, over 20015.29 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3052, pruned_loss=0.06591, over 2328507.35 frames. utt_duration=1248 frames, utt_pad_proportion=0.05759, over 7469.44 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3297, pruned_loss=0.08931, over 2475815.41 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07333, over 21162.87 utterances.], batch size: 45, lr: 4.85e-04
2022-08-24 02:08:02,313 INFO [train.py:927] (7/8) Epoch 7, batch 5800, giga_loss[loss=0.2562, simple_loss=0.3294, pruned_loss=0.09152, over 12406.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03977, over 133.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3273, pruned_loss=0.0878, over 2475055.72 frames. utt_duration=480 frames, utt_pad_proportion=0.07013, over 20689.84 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3055, pruned_loss=0.0659, over 2333176.65 frames. utt_duration=1255 frames, utt_pad_proportion=0.05613, over 7447.30 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3295, pruned_loss=0.09031, over 2476227.47 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07142, over 22053.87 utterances.], batch size: 133, lr: 4.85e-04
2022-08-24 02:09:48,672 INFO [train.py:927] (7/8) Epoch 7, batch 5850, giga_loss[loss=0.2758, simple_loss=0.3456, pruned_loss=0.103, over 12336.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03058, over 91.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3264, pruned_loss=0.08859, over 2475082.53 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07089, over 20788.08 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3051, pruned_loss=0.06571, over 2335950.18 frames. utt_duration=1255 frames, utt_pad_proportion=0.05553, over 7452.33 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3289, pruned_loss=0.09114, over 2476061.71 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07214, over 22107.85 utterances.], batch size: 91, lr: 4.85e-04
2022-08-24 02:11:37,537 INFO [train.py:927] (7/8) Epoch 7, batch 5900, giga_loss[loss=0.2074, simple_loss=0.294, pruned_loss=0.06036, over 12423.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04034, over 37.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3235, pruned_loss=0.08678, over 2475053.24 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07013, over 20965.08 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3041, pruned_loss=0.06523, over 2340446.08 frames. utt_duration=1264 frames, utt_pad_proportion=0.0541, over 7413.96 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3269, pruned_loss=0.08992, over 2476113.60 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07173, over 22472.39 utterances.], batch size: 37, lr: 4.85e-04
2022-08-24 02:13:21,504 INFO [train.py:927] (7/8) Epoch 7, batch 5950, giga_loss[loss=0.2057, simple_loss=0.3023, pruned_loss=0.05456, over 12331.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03102, over 70.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3215, pruned_loss=0.08487, over 2475317.54 frames. utt_duration=465 frames, utt_pad_proportion=0.06906, over 21362.92 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3039, pruned_loss=0.0652, over 2345218.65 frames. utt_duration=1269 frames, utt_pad_proportion=0.05272, over 7402.52 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.325, pruned_loss=0.08806, over 2476069.88 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07098, over 23020.80 utterances.], batch size: 70, lr: 4.85e-04
2022-08-24 02:15:11,039 INFO [train.py:927] (7/8) Epoch 7, batch 6000, giga_loss[loss=0.2664, simple_loss=0.3386, pruned_loss=0.09712, over 12359.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03224, over 97.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3194, pruned_loss=0.08415, over 2474111.39 frames. utt_duration=475.9 frames, utt_pad_proportion=0.06722, over 20859.06 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3043, pruned_loss=0.06541, over 2348282.69 frames. utt_duration=1265 frames, utt_pad_proportion=0.05215, over 7434.26 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3223, pruned_loss=0.08694, over 2474834.42 frames. utt_duration=442.4 frames, utt_pad_proportion=0.06922, over 22448.89 utterances.], batch size: 97, lr: 4.85e-04
2022-08-24 02:15:11,040 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 02:15:24,868 INFO [train.py:967] (7/8) Epoch 7, validation: loss=0.195, simple_loss=0.308, pruned_loss=0.04098, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 02:17:06,794 INFO [train.py:927] (7/8) Epoch 7, batch 6050, libri_loss[loss=0.2044, simple_loss=0.2883, pruned_loss=0.0603, over 12428.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006311, over 30.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3194, pruned_loss=0.08444, over 2474629.29 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07345, over 21063.32 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3044, pruned_loss=0.06549, over 2352224.71 frames. utt_duration=1257 frames, utt_pad_proportion=0.0556, over 7495.82 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.322, pruned_loss=0.08716, over 2475001.66 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0739, over 22663.45 utterances.], batch size: 30, lr: 4.85e-04
2022-08-24 02:18:52,534 INFO [train.py:927] (7/8) Epoch 7, batch 6100, giga_loss[loss=0.208, simple_loss=0.2939, pruned_loss=0.06103, over 12363.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02763, over 66.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3208, pruned_loss=0.08521, over 2474356.11 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07567, over 21135.47 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3044, pruned_loss=0.06546, over 2353950.51 frames. utt_duration=1259 frames, utt_pad_proportion=0.05494, over 7486.44 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3231, pruned_loss=0.08763, over 2474727.41 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07617, over 22589.53 utterances.], batch size: 66, lr: 4.85e-04
2022-08-24 02:20:39,449 INFO [train.py:927] (7/8) Epoch 7, batch 6150, giga_loss[loss=0.2835, simple_loss=0.3552, pruned_loss=0.1059, over 12393.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03843, over 113.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3213, pruned_loss=0.08589, over 2473362.42 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07707, over 21050.78 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3047, pruned_loss=0.06561, over 2357166.46 frames. utt_duration=1251 frames, utt_pad_proportion=0.05805, over 7547.00 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3233, pruned_loss=0.08826, over 2473968.70 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07676, over 22542.25 utterances.], batch size: 113, lr: 4.85e-04
2022-08-24 02:22:29,864 INFO [train.py:927] (7/8) Epoch 7, batch 6200, giga_loss[loss=0.3673, simple_loss=0.3895, pruned_loss=0.1725, over 12389.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1111, over 260.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3238, pruned_loss=0.08791, over 2474003.98 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07688, over 21570.88 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.305, pruned_loss=0.06571, over 2358454.48 frames. utt_duration=1250 frames, utt_pad_proportion=0.0576, over 7553.53 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3254, pruned_loss=0.08989, over 2474367.43 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07684, over 22863.08 utterances.], batch size: 260, lr: 4.84e-04
2022-08-24 02:24:17,518 INFO [train.py:927] (7/8) Epoch 7, batch 6250, giga_loss[loss=0.2499, simple_loss=0.3283, pruned_loss=0.08572, over 12392.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.0389, over 113.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3247, pruned_loss=0.08856, over 2473668.45 frames. utt_duration=471.1 frames, utt_pad_proportion=0.0757, over 21068.20 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3046, pruned_loss=0.0655, over 2362072.28 frames. utt_duration=1256 frames, utt_pad_proportion=0.05627, over 7533.20 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3268, pruned_loss=0.09094, over 2473760.63 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07631, over 22497.77 utterances.], batch size: 113, lr: 4.84e-04
2022-08-24 02:26:04,600 INFO [train.py:927] (7/8) Epoch 7, batch 6300, libri_loss[loss=0.2328, simple_loss=0.3248, pruned_loss=0.07037, over 12423.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02186, over 43.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3246, pruned_loss=0.08692, over 2473415.72 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07693, over 20534.28 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.305, pruned_loss=0.06575, over 2367726.66 frames. utt_duration=1239 frames, utt_pad_proportion=0.06314, over 7654.98 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.327, pruned_loss=0.0898, over 2473804.17 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07561, over 22275.83 utterances.], batch size: 43, lr: 4.84e-04
2022-08-24 02:27:53,546 INFO [train.py:927] (7/8) Epoch 7, batch 6350, giga_loss[loss=0.2857, simple_loss=0.362, pruned_loss=0.1047, over 12391.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04457, over 146.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3236, pruned_loss=0.08705, over 2473638.90 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07349, over 20582.09 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3043, pruned_loss=0.06554, over 2370276.56 frames. utt_duration=1246 frames, utt_pad_proportion=0.06175, over 7616.87 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3267, pruned_loss=0.09013, over 2474499.39 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07324, over 22371.19 utterances.], batch size: 146, lr: 4.84e-04
2022-08-24 02:29:41,776 INFO [train.py:927] (7/8) Epoch 7, batch 6400, giga_loss[loss=0.2424, simple_loss=0.3153, pruned_loss=0.08473, over 12440.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04351, over 114.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3231, pruned_loss=0.08725, over 2473376.00 frames. utt_duration=468 frames, utt_pad_proportion=0.07728, over 21208.67 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3046, pruned_loss=0.06551, over 2371538.46 frames. utt_duration=1248 frames, utt_pad_proportion=0.06101, over 7611.63 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3256, pruned_loss=0.08998, over 2474294.48 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07713, over 22798.27 utterances.], batch size: 114, lr: 4.84e-04
2022-08-24 02:31:27,449 INFO [train.py:927] (7/8) Epoch 7, batch 6450, giga_loss[loss=0.2632, simple_loss=0.3404, pruned_loss=0.09296, over 12363.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04079, over 113.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3242, pruned_loss=0.08876, over 2473735.19 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08208, over 22125.71 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3053, pruned_loss=0.06582, over 2372703.06 frames. utt_duration=1235 frames, utt_pad_proportion=0.06529, over 7695.51 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3258, pruned_loss=0.09085, over 2474324.79 frames. utt_duration=424 frames, utt_pad_proportion=0.08056, over 23425.71 utterances.], batch size: 113, lr: 4.84e-04
2022-08-24 02:33:14,097 INFO [train.py:927] (7/8) Epoch 7, batch 6500, giga_loss[loss=0.2956, simple_loss=0.3417, pruned_loss=0.1248, over 12397.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1038, over 258.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3236, pruned_loss=0.08871, over 2473129.64 frames. utt_duration=446.1 frames, utt_pad_proportion=0.08435, over 22247.87 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3053, pruned_loss=0.06585, over 2374403.21 frames. utt_duration=1239 frames, utt_pad_proportion=0.0643, over 7672.76 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3252, pruned_loss=0.09075, over 2473862.56 frames. utt_duration=421.6 frames, utt_pad_proportion=0.0834, over 23551.75 utterances.], batch size: 258, lr: 4.84e-04
2022-08-24 02:34:58,323 INFO [train.py:927] (7/8) Epoch 7, batch 6550, libri_loss[loss=0.1996, simple_loss=0.2831, pruned_loss=0.05808, over 12130.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00555, over 32.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.324, pruned_loss=0.08922, over 2473199.22 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08051, over 21892.88 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3049, pruned_loss=0.06583, over 2377113.68 frames. utt_duration=1244 frames, utt_pad_proportion=0.06294, over 7651.80 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3262, pruned_loss=0.09153, over 2474004.97 frames. utt_duration=425 frames, utt_pad_proportion=0.08053, over 23365.93 utterances.], batch size: 32, lr: 4.84e-04
2022-08-24 02:36:42,387 INFO [train.py:927] (7/8) Epoch 7, batch 6600, libri_loss[loss=0.2365, simple_loss=0.323, pruned_loss=0.07496, over 12293.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.0068, over 35.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3251, pruned_loss=0.09036, over 2473893.37 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07645, over 21982.72 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.305, pruned_loss=0.06579, over 2379543.81 frames. utt_duration=1246 frames, utt_pad_proportion=0.06184, over 7649.50 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3272, pruned_loss=0.09279, over 2474500.98 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07714, over 23489.72 utterances.], batch size: 35, lr: 4.84e-04
2022-08-24 02:38:28,307 INFO [train.py:927] (7/8) Epoch 7, batch 6650, giga_loss[loss=0.2664, simple_loss=0.3363, pruned_loss=0.09819, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03846, over 113.00 utterances.], tot_loss[loss=0.253, simple_loss=0.325, pruned_loss=0.09051, over 2474623.26 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07888, over 22096.38 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3049, pruned_loss=0.06587, over 2382641.09 frames. utt_duration=1250 frames, utt_pad_proportion=0.06046, over 7634.36 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3272, pruned_loss=0.093, over 2474862.91 frames. utt_duration=419.4 frames, utt_pad_proportion=0.07979, over 23687.61 utterances.], batch size: 113, lr: 4.84e-04
2022-08-24 02:40:13,602 INFO [train.py:927] (7/8) Epoch 7, batch 6700, giga_loss[loss=0.2873, simple_loss=0.3495, pruned_loss=0.1125, over 12426.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03771, over 133.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3251, pruned_loss=0.09031, over 2475008.37 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07621, over 21513.19 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3046, pruned_loss=0.06581, over 2385885.69 frames. utt_duration=1253 frames, utt_pad_proportion=0.05891, over 7626.77 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3278, pruned_loss=0.09327, over 2475562.30 frames. utt_duration=425.9 frames, utt_pad_proportion=0.07784, over 23330.77 utterances.], batch size: 133, lr: 4.84e-04
2022-08-24 02:41:58,088 INFO [train.py:927] (7/8) Epoch 7, batch 6750, giga_loss[loss=0.2351, simple_loss=0.3198, pruned_loss=0.07518, over 12349.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02702, over 70.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3256, pruned_loss=0.0906, over 2475569.71 frames. utt_duration=476 frames, utt_pad_proportion=0.07392, over 20866.26 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3047, pruned_loss=0.06601, over 2388519.39 frames. utt_duration=1241 frames, utt_pad_proportion=0.06305, over 7707.00 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3283, pruned_loss=0.09347, over 2476027.19 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07435, over 22617.30 utterances.], batch size: 70, lr: 4.84e-04
2022-08-24 02:43:43,895 INFO [train.py:927] (7/8) Epoch 7, batch 6800, giga_loss[loss=0.2557, simple_loss=0.3331, pruned_loss=0.08916, over 12392.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02617, over 91.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3271, pruned_loss=0.09055, over 2474923.69 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07198, over 20868.83 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3047, pruned_loss=0.06594, over 2389545.09 frames. utt_duration=1242 frames, utt_pad_proportion=0.06262, over 7705.28 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3296, pruned_loss=0.09323, over 2475550.76 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07262, over 22438.25 utterances.], batch size: 91, lr: 4.84e-04
2022-08-24 02:45:29,143 INFO [train.py:927] (7/8) Epoch 7, batch 6850, giga_loss[loss=0.237, simple_loss=0.3126, pruned_loss=0.08066, over 12403.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03985, over 133.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3258, pruned_loss=0.08939, over 2474631.40 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06975, over 20596.69 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3045, pruned_loss=0.06582, over 2390334.45 frames. utt_duration=1245 frames, utt_pad_proportion=0.06192, over 7687.83 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3282, pruned_loss=0.09192, over 2475567.22 frames. utt_duration=451 frames, utt_pad_proportion=0.07065, over 22030.32 utterances.], batch size: 133, lr: 4.84e-04
2022-08-24 02:47:13,093 INFO [train.py:927] (7/8) Epoch 7, batch 6900, giga_loss[loss=0.2872, simple_loss=0.3518, pruned_loss=0.1113, over 12396.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3259, pruned_loss=0.0895, over 2474736.26 frames. utt_duration=479.3 frames, utt_pad_proportion=0.06721, over 20715.76 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3043, pruned_loss=0.0658, over 2392069.83 frames. utt_duration=1249 frames, utt_pad_proportion=0.06097, over 7670.19 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3284, pruned_loss=0.09196, over 2475446.61 frames. utt_duration=449.4 frames, utt_pad_proportion=0.06842, over 22105.43 utterances.], batch size: 146, lr: 4.83e-04
2022-08-24 02:49:02,560 INFO [train.py:927] (7/8) Epoch 7, batch 6950, giga_loss[loss=0.2205, simple_loss=0.3018, pruned_loss=0.06963, over 12469.00 frames. utt_duration=960.6 frames, utt_pad_proportion=0.03752, over 52.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.327, pruned_loss=0.09066, over 2474485.61 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06954, over 21213.63 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3042, pruned_loss=0.06583, over 2393073.31 frames. utt_duration=1251 frames, utt_pad_proportion=0.06029, over 7660.24 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3293, pruned_loss=0.09288, over 2475257.69 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07057, over 22494.81 utterances.], batch size: 52, lr: 4.83e-04
2022-08-24 02:50:46,558 INFO [train.py:927] (7/8) Epoch 7, batch 7000, giga_loss[loss=0.2163, simple_loss=0.3031, pruned_loss=0.06479, over 12367.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02726, over 66.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3269, pruned_loss=0.09057, over 2474706.52 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07164, over 21144.20 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3043, pruned_loss=0.0657, over 2394447.88 frames. utt_duration=1256 frames, utt_pad_proportion=0.05938, over 7637.19 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3291, pruned_loss=0.0929, over 2475556.92 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07267, over 22422.52 utterances.], batch size: 66, lr: 4.83e-04
2022-08-24 02:52:33,043 INFO [train.py:927] (7/8) Epoch 7, batch 7050, giga_loss[loss=0.2633, simple_loss=0.3189, pruned_loss=0.1039, over 12180.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.02853, over 36.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3289, pruned_loss=0.09221, over 2474143.77 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07854, over 22166.93 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3045, pruned_loss=0.06568, over 2395698.66 frames. utt_duration=1260 frames, utt_pad_proportion=0.05849, over 7614.66 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3309, pruned_loss=0.09453, over 2475120.95 frames. utt_duration=423.6 frames, utt_pad_proportion=0.07932, over 23455.58 utterances.], batch size: 36, lr: 4.83e-04
2022-08-24 02:54:17,993 INFO [train.py:927] (7/8) Epoch 7, batch 7100, giga_loss[loss=0.3105, simple_loss=0.3628, pruned_loss=0.1291, over 12379.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1085, over 259.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3296, pruned_loss=0.09271, over 2474221.63 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07538, over 22590.40 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3047, pruned_loss=0.06576, over 2396990.68 frames. utt_duration=1263 frames, utt_pad_proportion=0.05755, over 7602.43 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3315, pruned_loss=0.09497, over 2475241.49 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07652, over 23889.68 utterances.], batch size: 259, lr: 4.83e-04
2022-08-24 02:56:03,229 INFO [train.py:927] (7/8) Epoch 7, batch 7150, libri_loss[loss=0.1668, simple_loss=0.2554, pruned_loss=0.0391, over 12209.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01035, over 29.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.328, pruned_loss=0.09104, over 2473670.20 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07652, over 21878.72 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3046, pruned_loss=0.06568, over 2398536.20 frames. utt_duration=1267 frames, utt_pad_proportion=0.05652, over 7583.59 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3302, pruned_loss=0.09353, over 2474814.14 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07783, over 23275.09 utterances.], batch size: 29, lr: 4.83e-04
2022-08-24 02:57:49,959 INFO [train.py:927] (7/8) Epoch 7, batch 7200, giga_loss[loss=0.2548, simple_loss=0.3168, pruned_loss=0.0964, over 12341.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2028, over 368.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.326, pruned_loss=0.09018, over 2473973.21 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07514, over 21160.33 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3044, pruned_loss=0.06561, over 2400034.31 frames. utt_duration=1271 frames, utt_pad_proportion=0.0557, over 7561.02 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3283, pruned_loss=0.09264, over 2474875.18 frames. utt_duration=441 frames, utt_pad_proportion=0.0766, over 22524.10 utterances.], batch size: 368, lr: 4.83e-04
2022-08-24 02:59:34,313 INFO [train.py:927] (7/8) Epoch 7, batch 7250, giga_loss[loss=0.2744, simple_loss=0.3338, pruned_loss=0.1075, over 12397.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3229, pruned_loss=0.08918, over 2473982.47 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07717, over 21717.47 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3043, pruned_loss=0.06577, over 2401856.26 frames. utt_duration=1265 frames, utt_pad_proportion=0.05831, over 7605.50 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3253, pruned_loss=0.09166, over 2475064.12 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07764, over 23163.11 utterances.], batch size: 133, lr: 4.83e-04
2022-08-24 03:01:21,561 INFO [train.py:927] (7/8) Epoch 7, batch 7300, giga_loss[loss=0.2718, simple_loss=0.3488, pruned_loss=0.0974, over 12352.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04166, over 113.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.321, pruned_loss=0.08897, over 2473813.21 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08187, over 22203.52 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3042, pruned_loss=0.06559, over 2404531.06 frames. utt_duration=1267 frames, utt_pad_proportion=0.05709, over 7599.50 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3235, pruned_loss=0.09183, over 2474518.24 frames. utt_duration=417.3 frames, utt_pad_proportion=0.08247, over 23804.03 utterances.], batch size: 113, lr: 4.83e-04
2022-08-24 03:03:07,343 INFO [train.py:927] (7/8) Epoch 7, batch 7350, libri_loss[loss=0.2173, simple_loss=0.3122, pruned_loss=0.06124, over 12436.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01045, over 39.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3213, pruned_loss=0.08737, over 2474261.34 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07947, over 23018.98 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3039, pruned_loss=0.0654, over 2405366.13 frames. utt_duration=1271 frames, utt_pad_proportion=0.05651, over 7581.65 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3238, pruned_loss=0.09011, over 2474985.49 frames. utt_duration=405.4 frames, utt_pad_proportion=0.08032, over 24511.05 utterances.], batch size: 39, lr: 4.83e-04
2022-08-24 03:04:51,526 INFO [train.py:927] (7/8) Epoch 7, batch 7400, giga_loss[loss=0.2472, simple_loss=0.3109, pruned_loss=0.09176, over 12383.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1082, over 259.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3183, pruned_loss=0.08304, over 2474060.91 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07282, over 22498.10 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3036, pruned_loss=0.06541, over 2407500.14 frames. utt_duration=1276 frames, utt_pad_proportion=0.05484, over 7556.21 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3213, pruned_loss=0.08605, over 2475498.49 frames. utt_duration=407.9 frames, utt_pad_proportion=0.07462, over 24361.25 utterances.], batch size: 259, lr: 4.83e-04
2022-08-24 03:06:38,490 INFO [train.py:927] (7/8) Epoch 7, batch 7450, libri_loss[loss=0.1856, simple_loss=0.266, pruned_loss=0.05265, over 12212.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009137, over 29.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3152, pruned_loss=0.07946, over 2474520.66 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07233, over 22767.07 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3034, pruned_loss=0.06544, over 2408748.06 frames. utt_duration=1280 frames, utt_pad_proportion=0.05378, over 7537.46 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3181, pruned_loss=0.08219, over 2476036.42 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07419, over 24621.42 utterances.], batch size: 29, lr: 4.83e-04
2022-08-24 03:08:24,429 INFO [train.py:927] (7/8) Epoch 7, batch 7500, giga_loss[loss=0.2476, simple_loss=0.3319, pruned_loss=0.08162, over 12400.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05707, over 162.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3147, pruned_loss=0.07743, over 2474702.62 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07146, over 23059.63 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3032, pruned_loss=0.06533, over 2409305.85 frames. utt_duration=1281 frames, utt_pad_proportion=0.05335, over 7530.11 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3172, pruned_loss=0.07978, over 2475961.32 frames. utt_duration=403.2 frames, utt_pad_proportion=0.07314, over 24655.10 utterances.], batch size: 162, lr: 4.83e-04
2022-08-24 03:10:09,556 INFO [train.py:927] (7/8) Epoch 7, batch 7550, giga_loss[loss=0.2363, simple_loss=0.3182, pruned_loss=0.0772, over 12415.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07222, over 212.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3135, pruned_loss=0.07569, over 2475026.30 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06859, over 23285.40 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3036, pruned_loss=0.06548, over 2410442.15 frames. utt_duration=1283 frames, utt_pad_proportion=0.05259, over 7525.53 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3153, pruned_loss=0.07761, over 2476176.90 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07037, over 24835.28 utterances.], batch size: 212, lr: 4.82e-04
2022-08-24 03:11:52,675 INFO [train.py:927] (7/8) Epoch 7, batch 7600, giga_loss[loss=0.2316, simple_loss=0.3018, pruned_loss=0.08072, over 12385.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3126, pruned_loss=0.07448, over 2475083.91 frames. utt_duration=414.3 frames, utt_pad_proportion=0.07086, over 23981.27 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.304, pruned_loss=0.06535, over 2411142.87 frames. utt_duration=1283 frames, utt_pad_proportion=0.05211, over 7523.74 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3138, pruned_loss=0.07624, over 2476222.10 frames. utt_duration=391 frames, utt_pad_proportion=0.07232, over 25429.86 utterances.], batch size: 259, lr: 4.82e-04
2022-08-24 03:13:36,248 INFO [train.py:927] (7/8) Epoch 7, batch 7650, giga_loss[loss=0.2128, simple_loss=0.3061, pruned_loss=0.0597, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02927, over 48.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3105, pruned_loss=0.07241, over 2475759.24 frames. utt_duration=411.4 frames, utt_pad_proportion=0.07182, over 24155.52 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.304, pruned_loss=0.06536, over 2412093.24 frames. utt_duration=1271 frames, utt_pad_proportion=0.05614, over 7597.43 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3116, pruned_loss=0.07391, over 2476675.27 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07199, over 25459.71 utterances.], batch size: 48, lr: 4.82e-04
2022-08-24 03:15:17,499 INFO [train.py:927] (7/8) Epoch 7, batch 7700, giga_loss[loss=0.2017, simple_loss=0.2861, pruned_loss=0.0586, over 12392.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05415, over 162.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3059, pruned_loss=0.06915, over 2476306.40 frames. utt_duration=410 frames, utt_pad_proportion=0.06774, over 24244.08 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3037, pruned_loss=0.06522, over 2413037.44 frames. utt_duration=1272 frames, utt_pad_proportion=0.05587, over 7597.59 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3071, pruned_loss=0.07053, over 2477027.50 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06819, over 25495.35 utterances.], batch size: 162, lr: 4.82e-04
2022-08-24 03:17:00,938 INFO [train.py:927] (7/8) Epoch 7, batch 7750, libri_loss[loss=0.1938, simple_loss=0.2822, pruned_loss=0.05267, over 12136.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005464, over 32.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3034, pruned_loss=0.06825, over 2475932.76 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07055, over 24956.42 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3032, pruned_loss=0.06501, over 2413892.69 frames. utt_duration=1277 frames, utt_pad_proportion=0.05507, over 7569.84 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3048, pruned_loss=0.0696, over 2476893.20 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07105, over 26298.46 utterances.], batch size: 32, lr: 4.82e-04
2022-08-24 03:18:56,163 INFO [train.py:927] (7/8) Epoch 7, batch 7800, giga_loss[loss=0.2352, simple_loss=0.3244, pruned_loss=0.07297, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02823, over 45.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3053, pruned_loss=0.06856, over 2476228.74 frames. utt_duration=392.1 frames, utt_pad_proportion=0.07463, over 25352.39 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3033, pruned_loss=0.065, over 2415102.13 frames. utt_duration=1274 frames, utt_pad_proportion=0.05508, over 7593.09 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3063, pruned_loss=0.0697, over 2477004.32 frames. utt_duration=372.6 frames, utt_pad_proportion=0.07492, over 26695.03 utterances.], batch size: 45, lr: 4.82e-04
2022-08-24 03:20:59,763 INFO [train.py:927] (7/8) Epoch 7, batch 7850, giga_loss[loss=0.1772, simple_loss=0.2723, pruned_loss=0.04104, over 12295.00 frames. utt_duration=912.2 frames, utt_pad_proportion=0.02538, over 54.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3044, pruned_loss=0.06783, over 2475957.46 frames. utt_duration=403.3 frames, utt_pad_proportion=0.07286, over 24645.49 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3032, pruned_loss=0.06502, over 2416668.06 frames. utt_duration=1281 frames, utt_pad_proportion=0.05379, over 7555.06 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3054, pruned_loss=0.06882, over 2477061.73 frames. utt_duration=377.8 frames, utt_pad_proportion=0.07367, over 26322.92 utterances.], batch size: 54, lr: 4.82e-04
2022-08-24 03:23:07,291 INFO [train.py:927] (7/8) Epoch 7, batch 7900, giga_loss[loss=0.2081, simple_loss=0.307, pruned_loss=0.05456, over 12402.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.0392, over 105.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3024, pruned_loss=0.06643, over 2476338.99 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07516, over 25701.11 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.303, pruned_loss=0.06492, over 2417458.82 frames. utt_duration=1284 frames, utt_pad_proportion=0.05329, over 7538.82 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3034, pruned_loss=0.06734, over 2477299.11 frames. utt_duration=364.5 frames, utt_pad_proportion=0.07586, over 27291.50 utterances.], batch size: 105, lr: 4.82e-04
2022-08-24 03:25:17,512 INFO [train.py:927] (7/8) Epoch 7, batch 7950, giga_loss[loss=0.1985, simple_loss=0.2789, pruned_loss=0.05905, over 12395.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04066, over 133.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3002, pruned_loss=0.0654, over 2476586.72 frames. utt_duration=411.4 frames, utt_pad_proportion=0.0739, over 24160.06 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3026, pruned_loss=0.06471, over 2420474.18 frames. utt_duration=1289 frames, utt_pad_proportion=0.05119, over 7520.33 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3012, pruned_loss=0.06639, over 2477761.82 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07543, over 26439.01 utterances.], batch size: 133, lr: 4.82e-04
2022-08-24 03:27:13,458 INFO [train.py:927] (7/8) Epoch 7, batch 8000, giga_loss[loss=0.1998, simple_loss=0.2943, pruned_loss=0.05259, over 12318.00 frames. utt_duration=705.2 frames, utt_pad_proportion=0.03267, over 70.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2987, pruned_loss=0.06472, over 2477432.56 frames. utt_duration=409.3 frames, utt_pad_proportion=0.07246, over 24289.04 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3031, pruned_loss=0.06493, over 2421590.22 frames. utt_duration=1290 frames, utt_pad_proportion=0.05036, over 7516.94 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.299, pruned_loss=0.06533, over 2478370.62 frames. utt_duration=377 frames, utt_pad_proportion=0.07409, over 26389.70 utterances.], batch size: 70, lr: 4.82e-04
2022-08-24 03:29:16,466 INFO [train.py:927] (7/8) Epoch 7, batch 8050, giga_loss[loss=0.2243, simple_loss=0.314, pruned_loss=0.0673, over 12472.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 98.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2995, pruned_loss=0.06472, over 2476764.11 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07194, over 24457.49 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3031, pruned_loss=0.06503, over 2422739.10 frames. utt_duration=1292 frames, utt_pad_proportion=0.04941, over 7510.02 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2997, pruned_loss=0.06511, over 2477728.01 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07364, over 26511.31 utterances.], batch size: 98, lr: 4.82e-04
2022-08-24 03:31:29,493 INFO [train.py:927] (7/8) Epoch 7, batch 8100, giga_loss[loss=0.2043, simple_loss=0.2922, pruned_loss=0.05821, over 12331.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02815, over 74.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2985, pruned_loss=0.06374, over 2476685.23 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06868, over 23900.15 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3039, pruned_loss=0.0653, over 2423752.44 frames. utt_duration=1294 frames, utt_pad_proportion=0.04847, over 7500.38 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2978, pruned_loss=0.06381, over 2477728.34 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07068, over 25905.59 utterances.], batch size: 74, lr: 4.82e-04
2022-08-24 03:33:29,276 INFO [train.py:927] (7/8) Epoch 7, batch 8150, giga_loss[loss=0.2015, simple_loss=0.3042, pruned_loss=0.04937, over 12352.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.02631, over 70.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.3008, pruned_loss=0.06367, over 2476772.13 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06879, over 24481.84 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3041, pruned_loss=0.06514, over 2424560.75 frames. utt_duration=1294 frames, utt_pad_proportion=0.04876, over 7505.58 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.3, pruned_loss=0.06383, over 2477838.09 frames. utt_duration=377.1 frames, utt_pad_proportion=0.07036, over 26372.44 utterances.], batch size: 70, lr: 4.82e-04
2022-08-24 03:35:32,945 INFO [train.py:927] (7/8) Epoch 7, batch 8200, giga_loss[loss=0.2215, simple_loss=0.3107, pruned_loss=0.06618, over 12417.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03228, over 105.00 utterances.], tot_loss[loss=0.213, simple_loss=0.3012, pruned_loss=0.06238, over 2476976.52 frames. utt_duration=407.3 frames, utt_pad_proportion=0.0721, over 24398.12 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3038, pruned_loss=0.0652, over 2426102.95 frames. utt_duration=1287 frames, utt_pad_proportion=0.0522, over 7549.01 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.3008, pruned_loss=0.06239, over 2478078.94 frames. utt_duration=376.3 frames, utt_pad_proportion=0.07257, over 26425.29 utterances.], batch size: 105, lr: 4.82e-04
2022-08-24 03:37:41,391 INFO [train.py:927] (7/8) Epoch 7, batch 8250, giga_loss[loss=0.2112, simple_loss=0.3046, pruned_loss=0.05889, over 12373.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.02942, over 85.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.3013, pruned_loss=0.06211, over 2476947.79 frames. utt_duration=417 frames, utt_pad_proportion=0.06966, over 23829.90 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3034, pruned_loss=0.06514, over 2427193.14 frames. utt_duration=1292 frames, utt_pad_proportion=0.05106, over 7525.01 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.3012, pruned_loss=0.06209, over 2478185.63 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07064, over 25916.81 utterances.], batch size: 85, lr: 4.81e-04
2022-08-24 03:40:08,548 INFO [train.py:927] (7/8) Epoch 7, batch 8300, giga_loss[loss=0.2161, simple_loss=0.3032, pruned_loss=0.06446, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02952, over 48.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.301, pruned_loss=0.06231, over 2476944.23 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06772, over 23566.99 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3032, pruned_loss=0.06502, over 2428153.01 frames. utt_duration=1293 frames, utt_pad_proportion=0.05044, over 7519.57 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.3011, pruned_loss=0.06233, over 2477942.65 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06888, over 25489.68 utterances.], batch size: 48, lr: 4.81e-04
2022-08-24 03:42:16,982 INFO [train.py:927] (7/8) Epoch 7, batch 8350, giga_loss[loss=0.2139, simple_loss=0.3006, pruned_loss=0.0636, over 12397.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03058, over 62.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2989, pruned_loss=0.06189, over 2476781.10 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06927, over 23481.11 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.303, pruned_loss=0.06506, over 2429214.89 frames. utt_duration=1294 frames, utt_pad_proportion=0.04978, over 7515.74 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2991, pruned_loss=0.06182, over 2477916.21 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07036, over 25433.81 utterances.], batch size: 62, lr: 4.81e-04
2022-08-24 03:44:28,169 INFO [train.py:927] (7/8) Epoch 7, batch 8400, libri_loss[loss=0.2184, simple_loss=0.3146, pruned_loss=0.06107, over 12469.00 frames. utt_duration=960.4 frames, utt_pad_proportion=0.06936, over 52.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2983, pruned_loss=0.06198, over 2477534.86 frames. utt_duration=425.6 frames, utt_pad_proportion=0.06496, over 23348.33 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3035, pruned_loss=0.06506, over 2429939.81 frames. utt_duration=1294 frames, utt_pad_proportion=0.04974, over 7518.63 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2979, pruned_loss=0.06186, over 2478655.59 frames. utt_duration=394.6 frames, utt_pad_proportion=0.0662, over 25201.66 utterances.], batch size: 52, lr: 4.81e-04
2022-08-24 03:46:34,021 INFO [train.py:927] (7/8) Epoch 7, batch 8450, giga_loss[loss=0.2233, simple_loss=0.312, pruned_loss=0.06732, over 12385.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.0422, over 133.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.3003, pruned_loss=0.06306, over 2477163.17 frames. utt_duration=418 frames, utt_pad_proportion=0.06367, over 23769.09 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3038, pruned_loss=0.06504, over 2430441.08 frames. utt_duration=1293 frames, utt_pad_proportion=0.04992, over 7530.28 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2997, pruned_loss=0.06292, over 2478425.22 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06478, over 25501.53 utterances.], batch size: 133, lr: 4.81e-04
2022-08-24 03:48:31,676 INFO [train.py:927] (7/8) Epoch 7, batch 8500, giga_loss[loss=0.2187, simple_loss=0.2958, pruned_loss=0.07076, over 12486.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03494, over 37.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2986, pruned_loss=0.06329, over 2477734.55 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06281, over 23475.46 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3028, pruned_loss=0.06472, over 2431703.69 frames. utt_duration=1300 frames, utt_pad_proportion=0.04887, over 7491.93 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2988, pruned_loss=0.06341, over 2478856.67 frames. utt_duration=392.8 frames, utt_pad_proportion=0.0641, over 25321.39 utterances.], batch size: 37, lr: 4.81e-04
2022-08-24 03:50:45,870 INFO [train.py:927] (7/8) Epoch 7, batch 8550, giga_loss[loss=0.2466, simple_loss=0.3392, pruned_loss=0.07704, over 12357.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.02947, over 51.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2998, pruned_loss=0.06358, over 2477787.35 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06572, over 24282.00 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3027, pruned_loss=0.06478, over 2431796.50 frames. utt_duration=1302 frames, utt_pad_proportion=0.04854, over 7478.04 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.3001, pruned_loss=0.0636, over 2478996.01 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06666, over 25894.24 utterances.], batch size: 51, lr: 4.81e-04
2022-08-24 03:53:04,834 INFO [train.py:927] (7/8) Epoch 7, batch 8600, giga_loss[loss=0.1995, simple_loss=0.2968, pruned_loss=0.05114, over 12452.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04453, over 134.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2996, pruned_loss=0.06344, over 2478230.07 frames. utt_duration=417 frames, utt_pad_proportion=0.06318, over 23840.48 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3026, pruned_loss=0.06479, over 2433307.23 frames. utt_duration=1306 frames, utt_pad_proportion=0.04713, over 7462.11 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2997, pruned_loss=0.06342, over 2479480.73 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06461, over 25743.81 utterances.], batch size: 134, lr: 4.81e-04
2022-08-24 03:55:10,582 INFO [train.py:927] (7/8) Epoch 7, batch 8650, giga_loss[loss=0.1782, simple_loss=0.268, pruned_loss=0.04424, over 12323.00 frames. utt_duration=748.1 frames, utt_pad_proportion=0.03093, over 66.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2959, pruned_loss=0.06263, over 2478159.74 frames. utt_duration=416 frames, utt_pad_proportion=0.06214, over 23897.37 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3025, pruned_loss=0.06467, over 2434419.33 frames. utt_duration=1305 frames, utt_pad_proportion=0.04667, over 7472.18 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2961, pruned_loss=0.06267, over 2479345.21 frames. utt_duration=385 frames, utt_pad_proportion=0.06358, over 25839.50 utterances.], batch size: 66, lr: 4.81e-04
2022-08-24 03:56:59,642 INFO [train.py:927] (7/8) Epoch 7, batch 8700, giga_loss[loss=0.2386, simple_loss=0.3166, pruned_loss=0.08031, over 12376.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03113, over 122.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2961, pruned_loss=0.06296, over 2477989.77 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06105, over 23213.63 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3027, pruned_loss=0.06483, over 2435824.30 frames. utt_duration=1295 frames, utt_pad_proportion=0.04993, over 7533.71 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2957, pruned_loss=0.06277, over 2479239.34 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06154, over 25302.11 utterances.], batch size: 122, lr: 4.81e-04
2022-08-24 03:59:00,388 INFO [train.py:927] (7/8) Epoch 7, batch 8750, giga_loss[loss=0.2062, simple_loss=0.2982, pruned_loss=0.05711, over 12423.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04863, over 147.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2942, pruned_loss=0.06206, over 2477102.91 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06712, over 23893.55 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3027, pruned_loss=0.06493, over 2436111.63 frames. utt_duration=1285 frames, utt_pad_proportion=0.05381, over 7593.80 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2938, pruned_loss=0.06178, over 2478550.06 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06609, over 25769.00 utterances.], batch size: 147, lr: 4.81e-04
2022-08-24 04:01:14,560 INFO [train.py:927] (7/8) Epoch 7, batch 8800, giga_loss[loss=0.1727, simple_loss=0.2656, pruned_loss=0.03997, over 12378.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03204, over 62.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2938, pruned_loss=0.06161, over 2476295.73 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06288, over 23166.47 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3028, pruned_loss=0.06498, over 2437191.06 frames. utt_duration=1282 frames, utt_pad_proportion=0.05307, over 7612.24 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2931, pruned_loss=0.06125, over 2477959.30 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06267, over 25254.97 utterances.], batch size: 62, lr: 4.81e-04
2022-08-24 04:03:24,359 INFO [train.py:927] (7/8) Epoch 7, batch 8850, giga_loss[loss=0.2197, simple_loss=0.3059, pruned_loss=0.06671, over 12411.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03322, over 113.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2941, pruned_loss=0.06143, over 2476439.21 frames. utt_duration=432.5 frames, utt_pad_proportion=0.06062, over 22968.53 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3028, pruned_loss=0.06488, over 2437705.32 frames. utt_duration=1286 frames, utt_pad_proportion=0.05227, over 7592.16 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2933, pruned_loss=0.06116, over 2478000.67 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06089, over 24928.62 utterances.], batch size: 113, lr: 4.81e-04
2022-08-24 04:05:26,468 INFO [train.py:927] (7/8) Epoch 7, batch 8900, giga_loss[loss=0.2169, simple_loss=0.2985, pruned_loss=0.0676, over 12443.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.0266, over 122.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.294, pruned_loss=0.0622, over 2476373.18 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06238, over 23675.89 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3029, pruned_loss=0.06481, over 2438248.97 frames. utt_duration=1290 frames, utt_pad_proportion=0.05138, over 7571.67 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2932, pruned_loss=0.06196, over 2478166.21 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06281, over 25700.78 utterances.], batch size: 122, lr: 4.81e-04
2022-08-24 04:07:24,455 INFO [train.py:927] (7/8) Epoch 7, batch 8950, giga_loss[loss=0.2248, simple_loss=0.3164, pruned_loss=0.06665, over 12397.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03445, over 113.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2949, pruned_loss=0.06145, over 2476765.82 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06217, over 23536.95 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3028, pruned_loss=0.06481, over 2438726.13 frames. utt_duration=1279 frames, utt_pad_proportion=0.05586, over 7636.49 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2942, pruned_loss=0.06122, over 2478441.85 frames. utt_duration=392 frames, utt_pad_proportion=0.06149, over 25367.12 utterances.], batch size: 113, lr: 4.80e-04
2022-08-24 04:09:25,089 INFO [train.py:927] (7/8) Epoch 7, batch 9000, giga_loss[loss=0.2133, simple_loss=0.3093, pruned_loss=0.05863, over 12423.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03879, over 133.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2959, pruned_loss=0.06143, over 2477187.30 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06175, over 23580.75 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.302, pruned_loss=0.06445, over 2439842.64 frames. utt_duration=1285 frames, utt_pad_proportion=0.05485, over 7606.55 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2958, pruned_loss=0.06148, over 2478733.97 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06158, over 25602.59 utterances.], batch size: 133, lr: 4.80e-04
2022-08-24 04:09:25,090 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 04:09:39,709 INFO [train.py:967] (7/8) 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 04:11:42,174 INFO [train.py:927] (7/8) Epoch 7, batch 9050, giga_loss[loss=0.1865, simple_loss=0.2709, pruned_loss=0.051, over 12457.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03531, over 98.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2958, pruned_loss=0.06147, over 2477110.00 frames. utt_duration=420.3 frames, utt_pad_proportion=0.05998, over 23642.49 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.302, pruned_loss=0.06448, over 2440357.48 frames. utt_duration=1287 frames, utt_pad_proportion=0.05395, over 7594.51 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2957, pruned_loss=0.06144, over 2478520.40 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06022, over 25533.88 utterances.], batch size: 98, lr: 4.80e-04
2022-08-24 04:13:45,547 INFO [train.py:927] (7/8) Epoch 7, batch 9100, giga_loss[loss=0.1795, simple_loss=0.2673, pruned_loss=0.04585, over 12388.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05538, over 181.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2946, pruned_loss=0.06092, over 2476874.47 frames. utt_duration=429 frames, utt_pad_proportion=0.05986, over 23161.62 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3016, pruned_loss=0.06425, over 2441501.77 frames. utt_duration=1279 frames, utt_pad_proportion=0.0568, over 7646.84 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2945, pruned_loss=0.06097, over 2478488.98 frames. utt_duration=392.8 frames, utt_pad_proportion=0.05947, over 25313.67 utterances.], batch size: 181, lr: 4.80e-04
2022-08-24 04:15:50,692 INFO [train.py:927] (7/8) Epoch 7, batch 9150, giga_loss[loss=0.2136, simple_loss=0.3027, pruned_loss=0.0622, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05897, over 182.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2956, pruned_loss=0.0614, over 2477405.57 frames. utt_duration=430 frames, utt_pad_proportion=0.05847, over 23110.26 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3019, pruned_loss=0.06428, over 2442646.42 frames. utt_duration=1278 frames, utt_pad_proportion=0.05622, over 7654.68 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2951, pruned_loss=0.06132, over 2478627.99 frames. utt_duration=393.9 frames, utt_pad_proportion=0.05843, over 25249.15 utterances.], batch size: 182, lr: 4.80e-04
2022-08-24 04:17:55,467 INFO [train.py:927] (7/8) Epoch 7, batch 9200, giga_loss[loss=0.2396, simple_loss=0.3092, pruned_loss=0.08493, over 12408.00 frames. utt_duration=195 frames, utt_pad_proportion=0.0972, over 256.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2961, pruned_loss=0.06212, over 2478072.57 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06228, over 24026.45 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3017, pruned_loss=0.0642, over 2443440.65 frames. utt_duration=1274 frames, utt_pad_proportion=0.05656, over 7680.62 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2958, pruned_loss=0.06207, over 2478960.75 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06189, over 25988.01 utterances.], batch size: 256, lr: 4.80e-04
2022-08-24 04:19:48,121 INFO [train.py:927] (7/8) Epoch 7, batch 9250, giga_loss[loss=0.198, simple_loss=0.2912, pruned_loss=0.05235, over 12453.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03523, over 98.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2984, pruned_loss=0.06325, over 2477766.44 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06495, over 24323.12 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3012, pruned_loss=0.06386, over 2444292.69 frames. utt_duration=1264 frames, utt_pad_proportion=0.05986, over 7745.29 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2984, pruned_loss=0.06347, over 2478773.60 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06366, over 26368.95 utterances.], batch size: 98, lr: 4.80e-04
2022-08-24 04:22:07,146 INFO [train.py:927] (7/8) Epoch 7, batch 9300, giga_loss[loss=0.2146, simple_loss=0.3007, pruned_loss=0.06427, over 12393.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.0353, over 113.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2978, pruned_loss=0.0626, over 2477225.97 frames. utt_duration=400.3 frames, utt_pad_proportion=0.0675, over 24829.16 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3013, pruned_loss=0.06377, over 2444458.48 frames. utt_duration=1265 frames, utt_pad_proportion=0.05939, over 7737.85 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2977, pruned_loss=0.06284, over 2478159.64 frames. utt_duration=374 frames, utt_pad_proportion=0.06647, over 26588.14 utterances.], batch size: 113, lr: 4.80e-04
2022-08-24 04:24:09,658 INFO [train.py:927] (7/8) Epoch 7, batch 9350, giga_loss[loss=0.2456, simple_loss=0.3335, pruned_loss=0.07881, over 12399.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03003, over 97.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2983, pruned_loss=0.06266, over 2477681.67 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06545, over 24228.41 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3022, pruned_loss=0.0639, over 2445543.32 frames. utt_duration=1259 frames, utt_pad_proportion=0.05926, over 7780.14 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2973, pruned_loss=0.0627, over 2478466.45 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06486, over 26137.78 utterances.], batch size: 97, lr: 4.80e-04
2022-08-24 04:26:15,419 INFO [train.py:927] (7/8) Epoch 7, batch 9400, giga_loss[loss=0.2314, simple_loss=0.3103, pruned_loss=0.0763, over 12372.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04626, over 146.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2975, pruned_loss=0.06299, over 2477734.27 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06587, over 25174.77 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.302, pruned_loss=0.06385, over 2445817.97 frames. utt_duration=1261 frames, utt_pad_proportion=0.05858, over 7764.52 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2968, pruned_loss=0.06304, over 2478535.94 frames. utt_duration=369.5 frames, utt_pad_proportion=0.06558, over 26914.68 utterances.], batch size: 146, lr: 4.80e-04
2022-08-24 04:28:17,141 INFO [train.py:927] (7/8) Epoch 7, batch 9450, libri_loss[loss=0.2126, simple_loss=0.3024, pruned_loss=0.06141, over 12275.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00767, over 37.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2969, pruned_loss=0.06229, over 2477475.67 frames. utt_duration=408 frames, utt_pad_proportion=0.06284, over 24363.41 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3021, pruned_loss=0.06384, over 2445900.61 frames. utt_duration=1262 frames, utt_pad_proportion=0.0581, over 7760.88 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2963, pruned_loss=0.06233, over 2478333.00 frames. utt_duration=384 frames, utt_pad_proportion=0.06293, over 25896.42 utterances.], batch size: 37, lr: 4.80e-04
2022-08-24 04:30:20,739 INFO [train.py:927] (7/8) Epoch 7, batch 9500, giga_loss[loss=0.2126, simple_loss=0.2948, pruned_loss=0.06518, over 12347.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1962, over 365.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.296, pruned_loss=0.06048, over 2477631.10 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06405, over 23984.28 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3019, pruned_loss=0.06375, over 2445963.47 frames. utt_duration=1266 frames, utt_pad_proportion=0.05789, over 7738.33 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2956, pruned_loss=0.06057, over 2478530.30 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06413, over 25356.88 utterances.], batch size: 365, lr: 4.80e-04
2022-08-24 04:32:25,585 INFO [train.py:927] (7/8) Epoch 7, batch 9550, libri_loss[loss=0.2018, simple_loss=0.2827, pruned_loss=0.06046, over 12227.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008666, over 29.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.296, pruned_loss=0.05989, over 2477240.41 frames. utt_duration=416.3 frames, utt_pad_proportion=0.0658, over 23874.65 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3015, pruned_loss=0.06361, over 2446299.59 frames. utt_duration=1272 frames, utt_pad_proportion=0.05687, over 7703.16 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.296, pruned_loss=0.06001, over 2478363.60 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06606, over 25351.72 utterances.], batch size: 29, lr: 4.80e-04
2022-08-24 04:34:25,101 INFO [train.py:927] (7/8) Epoch 7, batch 9600, giga_loss[loss=0.2285, simple_loss=0.29, pruned_loss=0.08352, over 12384.00 frames. utt_duration=143.1 frames, utt_pad_proportion=0.1584, over 349.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2956, pruned_loss=0.05959, over 2476757.81 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06528, over 23760.05 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3014, pruned_loss=0.06345, over 2446817.30 frames. utt_duration=1277 frames, utt_pad_proportion=0.05513, over 7671.73 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2955, pruned_loss=0.05968, over 2478281.87 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06605, over 25575.63 utterances.], batch size: 349, lr: 4.80e-04
2022-08-24 04:36:42,128 INFO [train.py:927] (7/8) Epoch 7, batch 9650, giga_loss[loss=0.2136, simple_loss=0.2945, pruned_loss=0.0664, over 12450.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03556, over 105.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2961, pruned_loss=0.05946, over 2477488.15 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06416, over 23567.89 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3013, pruned_loss=0.06331, over 2447644.11 frames. utt_duration=1281 frames, utt_pad_proportion=0.05405, over 7652.11 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2959, pruned_loss=0.05956, over 2478631.94 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06522, over 25374.70 utterances.], batch size: 105, lr: 4.79e-04
2022-08-24 04:39:07,842 INFO [train.py:927] (7/8) Epoch 7, batch 9700, giga_loss[loss=0.188, simple_loss=0.2824, pruned_loss=0.04682, over 12325.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.0281, over 66.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.3001, pruned_loss=0.06066, over 2477546.81 frames. utt_duration=429.8 frames, utt_pad_proportion=0.06251, over 23122.96 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3024, pruned_loss=0.06359, over 2448041.15 frames. utt_duration=1280 frames, utt_pad_proportion=0.05347, over 7660.32 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2989, pruned_loss=0.06045, over 2478491.70 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06367, over 24754.58 utterances.], batch size: 66, lr: 4.79e-04
2022-08-24 04:41:28,909 INFO [train.py:927] (7/8) Epoch 7, batch 9750, giga_loss[loss=0.2203, simple_loss=0.2911, pruned_loss=0.07479, over 12379.00 frames. utt_duration=143 frames, utt_pad_proportion=0.1586, over 349.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2974, pruned_loss=0.0601, over 2476256.31 frames. utt_duration=433.2 frames, utt_pad_proportion=0.06397, over 22929.39 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3019, pruned_loss=0.06342, over 2448323.39 frames. utt_duration=1283 frames, utt_pad_proportion=0.0529, over 7640.51 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2969, pruned_loss=0.06004, over 2477134.69 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06499, over 24434.46 utterances.], batch size: 349, lr: 4.79e-04
2022-08-24 04:43:34,869 INFO [train.py:927] (7/8) Epoch 7, batch 9800, giga_loss[loss=0.1968, simple_loss=0.291, pruned_loss=0.05128, over 12392.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.05997, over 182.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2957, pruned_loss=0.05927, over 2476294.15 frames. utt_duration=425.3 frames, utt_pad_proportion=0.0658, over 23356.71 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3016, pruned_loss=0.06344, over 2448467.61 frames. utt_duration=1286 frames, utt_pad_proportion=0.05213, over 7623.92 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2954, pruned_loss=0.05913, over 2477360.57 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06679, over 24858.00 utterances.], batch size: 182, lr: 4.79e-04
2022-08-24 04:45:35,627 INFO [train.py:927] (7/8) Epoch 7, batch 9850, giga_loss[loss=0.2001, simple_loss=0.2927, pruned_loss=0.05379, over 12457.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03481, over 98.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2967, pruned_loss=0.06008, over 2476568.04 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06752, over 23715.06 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3016, pruned_loss=0.06356, over 2448867.91 frames. utt_duration=1278 frames, utt_pad_proportion=0.05598, over 7671.83 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2964, pruned_loss=0.05976, over 2477681.87 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06725, over 25239.79 utterances.], batch size: 98, lr: 4.79e-04
2022-08-24 04:47:35,198 INFO [train.py:927] (7/8) Epoch 7, batch 9900, libri_loss[loss=0.2164, simple_loss=0.3031, pruned_loss=0.06486, over 12300.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007554, over 36.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2964, pruned_loss=0.06013, over 2476846.08 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06798, over 23961.87 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3017, pruned_loss=0.06366, over 2449058.54 frames. utt_duration=1279 frames, utt_pad_proportion=0.05536, over 7669.73 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2959, pruned_loss=0.05973, over 2477952.21 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06797, over 25405.23 utterances.], batch size: 36, lr: 4.79e-04
2022-08-24 04:49:33,447 INFO [train.py:927] (7/8) Epoch 7, batch 9950, giga_loss[loss=0.2418, simple_loss=0.3286, pruned_loss=0.07747, over 12381.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03063, over 51.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2977, pruned_loss=0.06202, over 2477046.85 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07019, over 25059.97 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3017, pruned_loss=0.06361, over 2449187.40 frames. utt_duration=1279 frames, utt_pad_proportion=0.0549, over 7669.04 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2972, pruned_loss=0.06172, over 2478037.34 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07024, over 26334.06 utterances.], batch size: 51, lr: 4.79e-04
2022-08-24 04:51:15,173 INFO [train.py:927] (7/8) Epoch 7, batch 10000, giga_loss[loss=0.2209, simple_loss=0.3149, pruned_loss=0.06346, over 12397.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04083, over 133.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3044, pruned_loss=0.06614, over 2476501.13 frames. utt_duration=409.8 frames, utt_pad_proportion=0.07002, over 24245.82 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3014, pruned_loss=0.06347, over 2449998.74 frames. utt_duration=1283 frames, utt_pad_proportion=0.05368, over 7648.06 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3044, pruned_loss=0.06603, over 2477292.67 frames. utt_duration=386.2 frames, utt_pad_proportion=0.07049, over 25739.31 utterances.], batch size: 133, lr: 4.79e-04
2022-08-24 04:53:00,202 INFO [train.py:927] (7/8) Epoch 7, batch 10050, giga_loss[loss=0.2164, simple_loss=0.2794, pruned_loss=0.07675, over 12373.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.305, pruned_loss=0.06676, over 2476289.39 frames. utt_duration=438.1 frames, utt_pad_proportion=0.06956, over 22673.32 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3017, pruned_loss=0.06362, over 2450213.98 frames. utt_duration=1283 frames, utt_pad_proportion=0.05329, over 7650.55 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3047, pruned_loss=0.06656, over 2476960.32 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07014, over 23993.01 utterances.], batch size: 366, lr: 4.79e-04
2022-08-24 04:54:43,520 INFO [train.py:927] (7/8) Epoch 7, batch 10100, giga_loss[loss=0.1884, simple_loss=0.2658, pruned_loss=0.05545, over 12430.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03682, over 105.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3027, pruned_loss=0.06599, over 2476179.73 frames. utt_duration=453.3 frames, utt_pad_proportion=0.06973, over 21916.04 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3044, pruned_loss=0.06418, over 2450430.42 frames. utt_duration=1276 frames, utt_pad_proportion=0.05422, over 7688.10 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3002, pruned_loss=0.0654, over 2476976.69 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07005, over 23187.87 utterances.], batch size: 105, lr: 4.79e-04
2022-08-24 04:56:25,684 INFO [train.py:927] (7/8) Epoch 7, batch 10150, giga_loss[loss=0.1598, simple_loss=0.2497, pruned_loss=0.03497, over 12400.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02817, over 62.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2951, pruned_loss=0.06307, over 2476018.57 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06694, over 20568.50 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3047, pruned_loss=0.06417, over 2451133.60 frames. utt_duration=1272 frames, utt_pad_proportion=0.05655, over 7718.04 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2927, pruned_loss=0.06263, over 2476935.17 frames. utt_duration=450.6 frames, utt_pad_proportion=0.06692, over 22055.15 utterances.], batch size: 62, lr: 4.79e-04
2022-08-24 04:58:12,060 INFO [train.py:927] (7/8) Epoch 7, batch 10200, giga_loss[loss=0.1874, simple_loss=0.2713, pruned_loss=0.05176, over 12329.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02196, over 45.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2884, pruned_loss=0.06093, over 2475640.52 frames. utt_duration=485.7 frames, utt_pad_proportion=0.06973, over 20447.51 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3044, pruned_loss=0.06401, over 2451694.83 frames. utt_duration=1275 frames, utt_pad_proportion=0.05568, over 7700.81 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2865, pruned_loss=0.06068, over 2476312.59 frames. utt_duration=454.2 frames, utt_pad_proportion=0.06991, over 21873.56 utterances.], batch size: 45, lr: 4.79e-04
2022-08-24 04:59:54,364 INFO [train.py:927] (7/8) Epoch 7, batch 10250, giga_loss[loss=0.1722, simple_loss=0.2565, pruned_loss=0.04393, over 12419.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04265, over 146.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2829, pruned_loss=0.05878, over 2475511.99 frames. utt_duration=500 frames, utt_pad_proportion=0.06527, over 19859.47 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3044, pruned_loss=0.06402, over 2451590.02 frames. utt_duration=1277 frames, utt_pad_proportion=0.05478, over 7688.88 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.281, pruned_loss=0.0585, over 2476553.08 frames. utt_duration=468.2 frames, utt_pad_proportion=0.06604, over 21222.48 utterances.], batch size: 146, lr: 4.79e-04
2022-08-24 05:01:37,399 INFO [train.py:927] (7/8) Epoch 7, batch 10300, giga_loss[loss=0.1467, simple_loss=0.2211, pruned_loss=0.03621, over 12344.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04635, over 26.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2775, pruned_loss=0.05646, over 2475391.13 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06848, over 19964.83 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3045, pruned_loss=0.06399, over 2451972.99 frames. utt_duration=1277 frames, utt_pad_proportion=0.0539, over 7689.15 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2754, pruned_loss=0.05615, over 2476275.99 frames. utt_duration=467 frames, utt_pad_proportion=0.06929, over 21272.92 utterances.], batch size: 26, lr: 4.79e-04
2022-08-24 05:03:21,230 INFO [train.py:927] (7/8) Epoch 7, batch 10350, giga_loss[loss=0.1568, simple_loss=0.231, pruned_loss=0.04132, over 12195.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03156, over 42.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2715, pruned_loss=0.05379, over 2474392.08 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06619, over 19243.55 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3044, pruned_loss=0.0638, over 2452251.53 frames. utt_duration=1276 frames, utt_pad_proportion=0.05319, over 7698.54 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2691, pruned_loss=0.05348, over 2475466.41 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06738, over 20609.46 utterances.], batch size: 42, lr: 4.78e-04
2022-08-24 05:05:04,620 INFO [train.py:927] (7/8) Epoch 7, batch 10400, libri_loss[loss=0.2372, simple_loss=0.3417, pruned_loss=0.06632, over 12478.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03248, over 46.00 utterances.], tot_loss[loss=0.1854, simple_loss=0.2668, pruned_loss=0.05204, over 2474437.49 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06333, over 19187.61 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3039, pruned_loss=0.06353, over 2453137.06 frames. utt_duration=1280 frames, utt_pad_proportion=0.05215, over 7673.20 utterances.], giga_tot_loss[loss=0.1838, simple_loss=0.2643, pruned_loss=0.05171, over 2475087.77 frames. utt_duration=481.4 frames, utt_pad_proportion=0.0649, over 20625.83 utterances.], batch size: 46, lr: 4.78e-04
2022-08-24 05:06:44,449 INFO [train.py:927] (7/8) Epoch 7, batch 10450, giga_loss[loss=0.2128, simple_loss=0.296, pruned_loss=0.06483, over 12392.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05119, over 161.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2684, pruned_loss=0.05321, over 2474581.63 frames. utt_duration=529 frames, utt_pad_proportion=0.06033, over 18764.81 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3042, pruned_loss=0.06382, over 2453683.78 frames. utt_duration=1281 frames, utt_pad_proportion=0.05106, over 7667.85 utterances.], giga_tot_loss[loss=0.1848, simple_loss=0.265, pruned_loss=0.05232, over 2475269.68 frames. utt_duration=489.5 frames, utt_pad_proportion=0.0623, over 20286.71 utterances.], batch size: 161, lr: 4.78e-04
2022-08-24 05:08:25,640 INFO [train.py:927] (7/8) Epoch 7, batch 10500, giga_loss[loss=0.2619, simple_loss=0.3435, pruned_loss=0.09009, over 12368.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05032, over 161.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2792, pruned_loss=0.05846, over 2474371.70 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06026, over 18739.21 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3034, pruned_loss=0.0636, over 2454044.99 frames. utt_duration=1288 frames, utt_pad_proportion=0.04995, over 7631.24 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2764, pruned_loss=0.05774, over 2475160.07 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06227, over 20300.91 utterances.], batch size: 161, lr: 4.78e-04
2022-08-24 05:10:09,036 INFO [train.py:927] (7/8) Epoch 7, batch 10550, giga_loss[loss=0.2031, simple_loss=0.2864, pruned_loss=0.05993, over 12364.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2028, over 371.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2877, pruned_loss=0.0619, over 2473934.54 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06418, over 19219.42 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3034, pruned_loss=0.06369, over 2454523.05 frames. utt_duration=1284 frames, utt_pad_proportion=0.04976, over 7655.11 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2848, pruned_loss=0.06115, over 2474768.92 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06567, over 20811.24 utterances.], batch size: 371, lr: 4.78e-04
2022-08-24 05:11:51,742 INFO [train.py:927] (7/8) Epoch 7, batch 10600, giga_loss[loss=0.2431, simple_loss=0.3254, pruned_loss=0.08043, over 12462.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03585, over 43.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2925, pruned_loss=0.06366, over 2473884.11 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07121, over 19609.20 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3034, pruned_loss=0.06376, over 2455098.87 frames. utt_duration=1277 frames, utt_pad_proportion=0.05296, over 7698.80 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2898, pruned_loss=0.06294, over 2474638.36 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07098, over 21199.72 utterances.], batch size: 43, lr: 4.78e-04
2022-08-24 05:13:35,482 INFO [train.py:927] (7/8) Epoch 7, batch 10650, giga_loss[loss=0.21, simple_loss=0.2994, pruned_loss=0.06023, over 12423.00 frames. utt_duration=754.5 frames, utt_pad_proportion=0.02397, over 66.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2975, pruned_loss=0.06672, over 2473845.14 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07326, over 20121.00 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3038, pruned_loss=0.06394, over 2455183.94 frames. utt_duration=1264 frames, utt_pad_proportion=0.05731, over 7777.82 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2949, pruned_loss=0.06599, over 2474524.76 frames. utt_duration=464 frames, utt_pad_proportion=0.07159, over 21402.54 utterances.], batch size: 66, lr: 4.78e-04
2022-08-24 05:15:20,312 INFO [train.py:927] (7/8) Epoch 7, batch 10700, giga_loss[loss=0.22, simple_loss=0.3039, pruned_loss=0.06799, over 12464.00 frames. utt_duration=624.9 frames, utt_pad_proportion=0.02964, over 80.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3022, pruned_loss=0.06826, over 2473569.25 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06686, over 19042.35 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3046, pruned_loss=0.06393, over 2455301.02 frames. utt_duration=1265 frames, utt_pad_proportion=0.0567, over 7772.43 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2993, pruned_loss=0.06775, over 2474309.12 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06611, over 20271.31 utterances.], batch size: 80, lr: 4.78e-04
2022-08-24 05:17:01,108 INFO [train.py:927] (7/8) Epoch 7, batch 10750, libri_loss[loss=0.2082, simple_loss=0.2975, pruned_loss=0.05948, over 12195.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005661, over 33.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3057, pruned_loss=0.06969, over 2472726.59 frames. utt_duration=513.1 frames, utt_pad_proportion=0.07325, over 19335.04 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3048, pruned_loss=0.06404, over 2455547.12 frames. utt_duration=1254 frames, utt_pad_proportion=0.0605, over 7845.06 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3033, pruned_loss=0.06927, over 2473363.76 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07129, over 20396.50 utterances.], batch size: 33, lr: 4.78e-04
2022-08-24 05:18:43,923 INFO [train.py:927] (7/8) Epoch 7, batch 10800, libri_loss[loss=0.2127, simple_loss=0.3067, pruned_loss=0.05935, over 12312.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004624, over 35.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3068, pruned_loss=0.06914, over 2472468.00 frames. utt_duration=539.7 frames, utt_pad_proportion=0.07303, over 18375.43 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3044, pruned_loss=0.06384, over 2455645.54 frames. utt_duration=1249 frames, utt_pad_proportion=0.06246, over 7871.29 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3053, pruned_loss=0.06918, over 2473511.26 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07092, over 19615.83 utterances.], batch size: 35, lr: 4.78e-04
2022-08-24 05:20:25,938 INFO [train.py:927] (7/8) Epoch 7, batch 10850, giga_loss[loss=0.2184, simple_loss=0.3078, pruned_loss=0.0645, over 12362.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02499, over 66.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3067, pruned_loss=0.06822, over 2472805.32 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06954, over 17383.15 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3041, pruned_loss=0.06395, over 2456330.60 frames. utt_duration=1254 frames, utt_pad_proportion=0.06065, over 7842.82 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3058, pruned_loss=0.06834, over 2473620.69 frames. utt_duration=528.4 frames, utt_pad_proportion=0.0688, over 18780.00 utterances.], batch size: 66, lr: 4.78e-04
2022-08-24 05:22:10,010 INFO [train.py:927] (7/8) Epoch 7, batch 10900, giga_loss[loss=0.2637, simple_loss=0.3315, pruned_loss=0.09798, over 12373.00 frames. utt_duration=237.1 frames, utt_pad_proportion=0.06667, over 210.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3086, pruned_loss=0.07046, over 2472525.21 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06735, over 17303.73 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3035, pruned_loss=0.0637, over 2456217.24 frames. utt_duration=1260 frames, utt_pad_proportion=0.05933, over 7805.05 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3084, pruned_loss=0.07088, over 2473711.76 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06744, over 18696.35 utterances.], batch size: 210, lr: 4.78e-04
2022-08-24 05:23:54,880 INFO [train.py:927] (7/8) Epoch 7, batch 10950, giga_loss[loss=0.2202, simple_loss=0.2983, pruned_loss=0.07103, over 12376.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04164, over 133.00 utterances.], tot_loss[loss=0.228, simple_loss=0.31, pruned_loss=0.07298, over 2472546.51 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06835, over 17453.29 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3038, pruned_loss=0.06386, over 2456220.25 frames. utt_duration=1264 frames, utt_pad_proportion=0.05852, over 7782.17 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3097, pruned_loss=0.0733, over 2473776.40 frames. utt_duration=529.4 frames, utt_pad_proportion=0.0687, over 18743.50 utterances.], batch size: 133, lr: 4.78e-04
2022-08-24 05:25:39,808 INFO [train.py:927] (7/8) Epoch 7, batch 11000, giga_loss[loss=0.2057, simple_loss=0.2865, pruned_loss=0.06249, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03054, over 42.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3092, pruned_loss=0.07361, over 2472113.77 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06897, over 17806.43 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3034, pruned_loss=0.06383, over 2456010.43 frames. utt_duration=1259 frames, utt_pad_proportion=0.06126, over 7811.55 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3094, pruned_loss=0.07416, over 2473739.30 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06832, over 19086.21 utterances.], batch size: 42, lr: 4.78e-04
2022-08-24 05:27:22,927 INFO [train.py:927] (7/8) Epoch 7, batch 11050, giga_loss[loss=0.1778, simple_loss=0.2682, pruned_loss=0.04367, over 12211.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03299, over 42.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3073, pruned_loss=0.07229, over 2472930.26 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06705, over 17618.50 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3028, pruned_loss=0.06365, over 2456399.80 frames. utt_duration=1265 frames, utt_pad_proportion=0.05968, over 7773.71 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3082, pruned_loss=0.07318, over 2474396.15 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06731, over 18993.98 utterances.], batch size: 42, lr: 4.77e-04
2022-08-24 05:29:07,978 INFO [train.py:927] (7/8) Epoch 7, batch 11100, giga_loss[loss=0.2287, simple_loss=0.3087, pruned_loss=0.07434, over 12420.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.03677, over 31.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3049, pruned_loss=0.07136, over 2473116.44 frames. utt_duration=539.2 frames, utt_pad_proportion=0.07707, over 18397.69 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3025, pruned_loss=0.06355, over 2456949.94 frames. utt_duration=1254 frames, utt_pad_proportion=0.06292, over 7848.99 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3061, pruned_loss=0.07238, over 2474251.92 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07571, over 19710.12 utterances.], batch size: 31, lr: 4.77e-04
2022-08-24 05:30:51,743 INFO [train.py:927] (7/8) Epoch 7, batch 11150, giga_loss[loss=0.2005, simple_loss=0.2776, pruned_loss=0.06174, over 12421.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03204, over 80.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2997, pruned_loss=0.06902, over 2473940.06 frames. utt_duration=524.7 frames, utt_pad_proportion=0.07755, over 18914.35 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3023, pruned_loss=0.06349, over 2457490.58 frames. utt_duration=1257 frames, utt_pad_proportion=0.06193, over 7828.15 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3007, pruned_loss=0.07001, over 2474666.12 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07691, over 20172.79 utterances.], batch size: 80, lr: 4.77e-04
2022-08-24 05:32:35,479 INFO [train.py:927] (7/8) Epoch 7, batch 11200, giga_loss[loss=0.2397, simple_loss=0.3155, pruned_loss=0.08189, over 12378.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06999, over 211.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.298, pruned_loss=0.06827, over 2473577.89 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07841, over 19414.56 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3022, pruned_loss=0.06342, over 2457280.93 frames. utt_duration=1261 frames, utt_pad_proportion=0.06137, over 7803.86 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2988, pruned_loss=0.06919, over 2474558.23 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07813, over 20590.16 utterances.], batch size: 211, lr: 4.77e-04
2022-08-24 05:34:16,845 INFO [train.py:927] (7/8) Epoch 7, batch 11250, giga_loss[loss=0.2759, simple_loss=0.3354, pruned_loss=0.1082, over 12400.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2973, pruned_loss=0.06781, over 2473537.21 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07402, over 19018.70 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3025, pruned_loss=0.06335, over 2457310.53 frames. utt_duration=1263 frames, utt_pad_proportion=0.06094, over 7793.80 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2976, pruned_loss=0.06866, over 2474496.28 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07425, over 20103.57 utterances.], batch size: 258, lr: 4.77e-04
2022-08-24 05:36:01,297 INFO [train.py:927] (7/8) Epoch 7, batch 11300, giga_loss[loss=0.2179, simple_loss=0.2892, pruned_loss=0.07336, over 12332.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03105, over 48.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2932, pruned_loss=0.06598, over 2473354.65 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06747, over 17750.11 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3024, pruned_loss=0.06324, over 2457268.61 frames. utt_duration=1265 frames, utt_pad_proportion=0.06025, over 7779.96 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2935, pruned_loss=0.06679, over 2474369.81 frames. utt_duration=529 frames, utt_pad_proportion=0.06829, over 18763.94 utterances.], batch size: 48, lr: 4.77e-04
2022-08-24 05:37:42,158 INFO [train.py:927] (7/8) Epoch 7, batch 11350, giga_loss[loss=0.2008, simple_loss=0.2778, pruned_loss=0.06186, over 12251.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02897, over 45.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2902, pruned_loss=0.06492, over 2472971.06 frames. utt_duration=587.5 frames, utt_pad_proportion=0.06209, over 16880.76 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3028, pruned_loss=0.06349, over 2457808.36 frames. utt_duration=1270 frames, utt_pad_proportion=0.05913, over 7748.75 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2899, pruned_loss=0.0654, over 2473657.43 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06353, over 17921.48 utterances.], batch size: 45, lr: 4.77e-04
2022-08-24 05:39:26,009 INFO [train.py:927] (7/8) Epoch 7, batch 11400, giga_loss[loss=0.1947, simple_loss=0.2798, pruned_loss=0.05482, over 12329.00 frames. utt_duration=667.9 frames, utt_pad_proportion=0.02785, over 74.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2878, pruned_loss=0.06424, over 2473399.69 frames. utt_duration=590.2 frames, utt_pad_proportion=0.062, over 16806.91 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3027, pruned_loss=0.06347, over 2457726.53 frames. utt_duration=1259 frames, utt_pad_proportion=0.06301, over 7815.62 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2874, pruned_loss=0.06464, over 2474206.04 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06148, over 17684.11 utterances.], batch size: 74, lr: 4.77e-04
2022-08-24 05:41:06,707 INFO [train.py:927] (7/8) Epoch 7, batch 11450, giga_loss[loss=0.2065, simple_loss=0.2726, pruned_loss=0.07018, over 12383.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02691, over 91.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2838, pruned_loss=0.06273, over 2473124.12 frames. utt_duration=610.3 frames, utt_pad_proportion=0.05964, over 16250.23 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3025, pruned_loss=0.06356, over 2457698.12 frames. utt_duration=1264 frames, utt_pad_proportion=0.06195, over 7787.56 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2834, pruned_loss=0.06297, over 2474119.15 frames. utt_duration=578 frames, utt_pad_proportion=0.05978, over 17165.55 utterances.], batch size: 91, lr: 4.77e-04
2022-08-24 05:42:49,262 INFO [train.py:927] (7/8) Epoch 7, batch 11500, giga_loss[loss=0.1772, simple_loss=0.2576, pruned_loss=0.04837, over 12322.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03464, over 51.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2815, pruned_loss=0.0616, over 2473047.63 frames. utt_duration=629.9 frames, utt_pad_proportion=0.05517, over 15742.12 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3016, pruned_loss=0.06314, over 2457706.88 frames. utt_duration=1270 frames, utt_pad_proportion=0.06122, over 7750.13 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2815, pruned_loss=0.06213, over 2474093.83 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05578, over 16644.29 utterances.], batch size: 51, lr: 4.77e-04
2022-08-24 05:44:33,493 INFO [train.py:927] (7/8) Epoch 7, batch 11550, giga_loss[loss=0.2257, simple_loss=0.2941, pruned_loss=0.07872, over 12428.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03921, over 40.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2849, pruned_loss=0.06349, over 2472525.13 frames. utt_duration=629.5 frames, utt_pad_proportion=0.05499, over 15748.37 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3015, pruned_loss=0.06314, over 2458112.55 frames. utt_duration=1273 frames, utt_pad_proportion=0.05976, over 7734.33 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2845, pruned_loss=0.06391, over 2473565.95 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05602, over 16789.41 utterances.], batch size: 40, lr: 4.77e-04
2022-08-24 05:46:13,101 INFO [train.py:927] (7/8) Epoch 7, batch 11600, libri_loss[loss=0.1946, simple_loss=0.2932, pruned_loss=0.04805, over 12328.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01785, over 41.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2914, pruned_loss=0.06703, over 2473560.10 frames. utt_duration=605.1 frames, utt_pad_proportion=0.05779, over 16392.35 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3006, pruned_loss=0.06284, over 2459156.41 frames. utt_duration=1280 frames, utt_pad_proportion=0.0575, over 7693.99 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2912, pruned_loss=0.06784, over 2474199.20 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05933, over 17732.87 utterances.], batch size: 41, lr: 4.77e-04
2022-08-24 05:47:57,518 INFO [train.py:927] (7/8) Epoch 7, batch 11650, giga_loss[loss=0.2407, simple_loss=0.3199, pruned_loss=0.08069, over 12375.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03383, over 104.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.2976, pruned_loss=0.06947, over 2473909.43 frames. utt_duration=579 frames, utt_pad_proportion=0.0609, over 17134.24 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3005, pruned_loss=0.06277, over 2459265.70 frames. utt_duration=1281 frames, utt_pad_proportion=0.05657, over 7690.11 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.2974, pruned_loss=0.07028, over 2474572.76 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06226, over 18362.75 utterances.], batch size: 104, lr: 4.77e-04
2022-08-24 05:49:38,994 INFO [train.py:927] (7/8) Epoch 7, batch 11700, libri_loss[loss=0.2321, simple_loss=0.3268, pruned_loss=0.06867, over 12333.00 frames. utt_duration=772.4 frames, utt_pad_proportion=0.1232, over 64.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.304, pruned_loss=0.0721, over 2473795.07 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06161, over 17527.04 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3001, pruned_loss=0.06249, over 2459924.83 frames. utt_duration=1282 frames, utt_pad_proportion=0.05561, over 7683.98 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3042, pruned_loss=0.07337, over 2474421.72 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06298, over 18960.12 utterances.], batch size: 64, lr: 4.77e-04
2022-08-24 05:51:20,885 INFO [train.py:927] (7/8) Epoch 7, batch 11750, giga_loss[loss=0.2117, simple_loss=0.295, pruned_loss=0.0642, over 12312.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02919, over 74.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3036, pruned_loss=0.07084, over 2473836.36 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06116, over 17770.73 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3, pruned_loss=0.06253, over 2459990.47 frames. utt_duration=1285 frames, utt_pad_proportion=0.05491, over 7667.25 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.304, pruned_loss=0.072, over 2474604.68 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06255, over 19152.31 utterances.], batch size: 74, lr: 4.76e-04
2022-08-24 05:53:03,491 INFO [train.py:927] (7/8) Epoch 7, batch 11800, libri_loss[loss=0.1693, simple_loss=0.2632, pruned_loss=0.03774, over 12404.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008723, over 30.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3017, pruned_loss=0.06901, over 2473508.66 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06683, over 17814.07 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2996, pruned_loss=0.06232, over 2460014.65 frames. utt_duration=1283 frames, utt_pad_proportion=0.05512, over 7676.20 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3024, pruned_loss=0.07022, over 2474257.55 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06757, over 19036.26 utterances.], batch size: 30, lr: 4.76e-04
2022-08-24 05:54:47,497 INFO [train.py:927] (7/8) Epoch 7, batch 11850, giga_loss[loss=0.2394, simple_loss=0.3194, pruned_loss=0.07969, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03321, over 58.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3034, pruned_loss=0.06965, over 2472502.91 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06752, over 17837.38 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.299, pruned_loss=0.06192, over 2459940.29 frames. utt_duration=1289 frames, utt_pad_proportion=0.05366, over 7642.04 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3046, pruned_loss=0.07124, over 2473572.10 frames. utt_duration=517 frames, utt_pad_proportion=0.06879, over 19191.37 utterances.], batch size: 58, lr: 4.76e-04
2022-08-24 05:56:38,365 INFO [train.py:927] (7/8) Epoch 7, batch 11900, giga_loss[loss=0.2362, simple_loss=0.3168, pruned_loss=0.07777, over 12367.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02832, over 91.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3063, pruned_loss=0.07186, over 2472309.26 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06316, over 17699.29 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2992, pruned_loss=0.06202, over 2459954.22 frames. utt_duration=1290 frames, utt_pad_proportion=0.05272, over 7636.17 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3072, pruned_loss=0.07322, over 2473414.21 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06489, over 19009.75 utterances.], batch size: 91, lr: 4.76e-04
2022-08-24 05:58:22,670 INFO [train.py:927] (7/8) Epoch 7, batch 11950, giga_loss[loss=0.2225, simple_loss=0.3097, pruned_loss=0.06764, over 12447.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03162, over 75.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3072, pruned_loss=0.07277, over 2472901.96 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06075, over 17424.18 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2995, pruned_loss=0.06218, over 2460442.01 frames. utt_duration=1276 frames, utt_pad_proportion=0.05664, over 7721.58 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3079, pruned_loss=0.07394, over 2473610.74 frames. utt_duration=533 frames, utt_pad_proportion=0.06095, over 18616.76 utterances.], batch size: 75, lr: 4.76e-04
2022-08-24 06:00:07,839 INFO [train.py:927] (7/8) Epoch 7, batch 12000, giga_loss[loss=0.2174, simple_loss=0.3028, pruned_loss=0.06601, over 12298.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03434, over 28.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3081, pruned_loss=0.07282, over 2472682.56 frames. utt_duration=596 frames, utt_pad_proportion=0.05927, over 16635.72 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2994, pruned_loss=0.06222, over 2460555.90 frames. utt_duration=1278 frames, utt_pad_proportion=0.05559, over 7710.03 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3089, pruned_loss=0.07401, over 2473475.44 frames. utt_duration=555.9 frames, utt_pad_proportion=0.05998, over 17844.67 utterances.], batch size: 28, lr: 4.76e-04
2022-08-24 06:00:07,840 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 06:00:22,672 INFO [train.py:967] (7/8) 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 06:02:07,457 INFO [train.py:927] (7/8) Epoch 7, batch 12050, giga_loss[loss=0.2274, simple_loss=0.3053, pruned_loss=0.07474, over 12345.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03317, over 51.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.31, pruned_loss=0.07289, over 2472260.14 frames. utt_duration=616.8 frames, utt_pad_proportion=0.06024, over 16072.69 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2999, pruned_loss=0.06236, over 2460503.01 frames. utt_duration=1282 frames, utt_pad_proportion=0.05412, over 7687.57 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3105, pruned_loss=0.07405, over 2473312.03 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06147, over 17349.32 utterances.], batch size: 51, lr: 4.76e-04
2022-08-24 06:03:49,475 INFO [train.py:927] (7/8) Epoch 7, batch 12100, giga_loss[loss=0.2094, simple_loss=0.3009, pruned_loss=0.05901, over 12332.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.03144, over 66.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3099, pruned_loss=0.07365, over 2471402.13 frames. utt_duration=641.4 frames, utt_pad_proportion=0.05794, over 15448.18 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3002, pruned_loss=0.06271, over 2460461.26 frames. utt_duration=1272 frames, utt_pad_proportion=0.05754, over 7743.87 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3103, pruned_loss=0.07458, over 2472624.06 frames. utt_duration=595.1 frames, utt_pad_proportion=0.05756, over 16661.70 utterances.], batch size: 66, lr: 4.76e-04
2022-08-24 06:05:32,332 INFO [train.py:927] (7/8) Epoch 7, batch 12150, giga_loss[loss=0.2325, simple_loss=0.3134, pruned_loss=0.07581, over 12340.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3098, pruned_loss=0.07428, over 2471605.06 frames. utt_duration=654.4 frames, utt_pad_proportion=0.06032, over 15143.15 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3006, pruned_loss=0.06315, over 2460816.31 frames. utt_duration=1259 frames, utt_pad_proportion=0.06174, over 7830.07 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3101, pruned_loss=0.07498, over 2472617.51 frames. utt_duration=609 frames, utt_pad_proportion=0.05811, over 16279.52 utterances.], batch size: 97, lr: 4.76e-04
2022-08-24 06:07:15,240 INFO [train.py:927] (7/8) Epoch 7, batch 12200, giga_loss[loss=0.2369, simple_loss=0.3156, pruned_loss=0.0791, over 12333.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03352, over 85.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3105, pruned_loss=0.07467, over 2471640.56 frames. utt_duration=630.6 frames, utt_pad_proportion=0.06438, over 15715.86 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3007, pruned_loss=0.06345, over 2460905.84 frames. utt_duration=1248 frames, utt_pad_proportion=0.06525, over 7895.02 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3108, pruned_loss=0.07521, over 2472619.82 frames. utt_duration=592.9 frames, utt_pad_proportion=0.0609, over 16723.84 utterances.], batch size: 85, lr: 4.76e-04
2022-08-24 06:08:57,961 INFO [train.py:927] (7/8) Epoch 7, batch 12250, giga_loss[loss=0.2295, simple_loss=0.3108, pruned_loss=0.07414, over 12451.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04408, over 34.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3101, pruned_loss=0.07426, over 2471955.11 frames. utt_duration=647.3 frames, utt_pad_proportion=0.06228, over 15310.19 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3007, pruned_loss=0.06373, over 2460917.89 frames. utt_duration=1255 frames, utt_pad_proportion=0.06373, over 7852.09 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3108, pruned_loss=0.0748, over 2473065.85 frames. utt_duration=604.7 frames, utt_pad_proportion=0.0602, over 16399.73 utterances.], batch size: 34, lr: 4.76e-04
2022-08-24 06:10:40,419 INFO [train.py:927] (7/8) Epoch 7, batch 12300, giga_loss[loss=0.2043, simple_loss=0.2885, pruned_loss=0.06006, over 12178.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.04079, over 28.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3096, pruned_loss=0.07416, over 2471048.34 frames. utt_duration=658.5 frames, utt_pad_proportion=0.061, over 15044.50 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3005, pruned_loss=0.06384, over 2460918.50 frames. utt_duration=1256 frames, utt_pad_proportion=0.06264, over 7845.23 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3107, pruned_loss=0.07492, over 2472393.43 frames. utt_duration=610.5 frames, utt_pad_proportion=0.05986, over 16238.01 utterances.], batch size: 28, lr: 4.76e-04
2022-08-24 06:12:23,783 INFO [train.py:927] (7/8) Epoch 7, batch 12350, giga_loss[loss=0.2041, simple_loss=0.2881, pruned_loss=0.06005, over 12370.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02841, over 70.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3079, pruned_loss=0.074, over 2470678.25 frames. utt_duration=653.7 frames, utt_pad_proportion=0.06148, over 15152.32 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3005, pruned_loss=0.06396, over 2460818.36 frames. utt_duration=1259 frames, utt_pad_proportion=0.06171, over 7825.40 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3089, pruned_loss=0.07469, over 2472015.27 frames. utt_duration=610.3 frames, utt_pad_proportion=0.06094, over 16241.98 utterances.], batch size: 70, lr: 4.76e-04
2022-08-24 06:14:06,326 INFO [train.py:927] (7/8) Epoch 7, batch 12400, libri_loss[loss=0.2853, simple_loss=0.3838, pruned_loss=0.09342, over 12391.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00569, over 34.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3075, pruned_loss=0.07416, over 2471128.69 frames. utt_duration=635.2 frames, utt_pad_proportion=0.06135, over 15597.57 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3015, pruned_loss=0.06444, over 2461033.94 frames. utt_duration=1261 frames, utt_pad_proportion=0.06082, over 7812.99 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3074, pruned_loss=0.07444, over 2472166.61 frames. utt_duration=596.4 frames, utt_pad_proportion=0.06136, over 16622.38 utterances.], batch size: 34, lr: 4.76e-04
2022-08-24 06:15:44,717 INFO [train.py:927] (7/8) Epoch 7, batch 12450, giga_loss[loss=0.2128, simple_loss=0.2888, pruned_loss=0.0684, over 12420.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0334, over 80.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.304, pruned_loss=0.07253, over 2471116.26 frames. utt_duration=641.7 frames, utt_pad_proportion=0.05671, over 15439.24 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.301, pruned_loss=0.0644, over 2461372.18 frames. utt_duration=1271 frames, utt_pad_proportion=0.05899, over 7752.48 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3046, pruned_loss=0.07317, over 2472079.21 frames. utt_duration=595.4 frames, utt_pad_proportion=0.05776, over 16650.26 utterances.], batch size: 80, lr: 4.76e-04
2022-08-24 06:17:26,001 INFO [train.py:927] (7/8) Epoch 7, batch 12500, giga_loss[loss=0.1686, simple_loss=0.2552, pruned_loss=0.04099, over 12350.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04581, over 26.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3004, pruned_loss=0.07106, over 2470476.37 frames. utt_duration=668.7 frames, utt_pad_proportion=0.05349, over 14811.70 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.301, pruned_loss=0.06486, over 2461008.95 frames. utt_duration=1277 frames, utt_pad_proportion=0.05698, over 7715.85 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3009, pruned_loss=0.07148, over 2472040.58 frames. utt_duration=612.8 frames, utt_pad_proportion=0.05541, over 16176.70 utterances.], batch size: 26, lr: 4.75e-04
2022-08-24 06:19:08,168 INFO [train.py:927] (7/8) Epoch 7, batch 12550, giga_loss[loss=0.1793, simple_loss=0.2604, pruned_loss=0.04908, over 12230.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03709, over 28.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.2996, pruned_loss=0.07103, over 2471505.23 frames. utt_duration=641.5 frames, utt_pad_proportion=0.05704, over 15447.59 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3012, pruned_loss=0.06531, over 2461765.65 frames. utt_duration=1281 frames, utt_pad_proportion=0.05563, over 7696.73 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2998, pruned_loss=0.07111, over 2472335.11 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05888, over 16770.87 utterances.], batch size: 28, lr: 4.75e-04
2022-08-24 06:20:51,468 INFO [train.py:927] (7/8) Epoch 7, batch 12600, giga_loss[loss=0.2263, simple_loss=0.3082, pruned_loss=0.0722, over 12468.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0312, over 86.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3001, pruned_loss=0.07014, over 2472806.93 frames. utt_duration=634.1 frames, utt_pad_proportion=0.05623, over 15636.69 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3014, pruned_loss=0.06553, over 2462440.61 frames. utt_duration=1286 frames, utt_pad_proportion=0.0541, over 7669.81 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3, pruned_loss=0.07017, over 2473188.98 frames. utt_duration=584 frames, utt_pad_proportion=0.05843, over 16982.76 utterances.], batch size: 86, lr: 4.75e-04
2022-08-24 06:22:32,983 INFO [train.py:927] (7/8) Epoch 7, batch 12650, giga_loss[loss=0.1872, simple_loss=0.268, pruned_loss=0.0532, over 12332.00 frames. utt_duration=1335 frames, utt_pad_proportion=0.04738, over 37.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.301, pruned_loss=0.06979, over 2472726.45 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05833, over 16451.94 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3016, pruned_loss=0.06558, over 2462315.40 frames. utt_duration=1287 frames, utt_pad_proportion=0.05389, over 7664.46 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3008, pruned_loss=0.06979, over 2473180.94 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05994, over 17544.94 utterances.], batch size: 37, lr: 4.75e-04
2022-08-24 06:24:14,283 INFO [train.py:927] (7/8) Epoch 7, batch 12700, giga_loss[loss=0.205, simple_loss=0.2868, pruned_loss=0.0616, over 12322.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.02924, over 66.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3003, pruned_loss=0.06848, over 2472578.52 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05693, over 16890.63 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3021, pruned_loss=0.0658, over 2462180.48 frames. utt_duration=1288 frames, utt_pad_proportion=0.05329, over 7654.49 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.2996, pruned_loss=0.06831, over 2473220.38 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05852, over 17896.53 utterances.], batch size: 66, lr: 4.75e-04
2022-08-24 06:25:57,431 INFO [train.py:927] (7/8) Epoch 7, batch 12750, giga_loss[loss=0.203, simple_loss=0.2925, pruned_loss=0.05678, over 12396.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03851, over 113.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2996, pruned_loss=0.06799, over 2472954.06 frames. utt_duration=587.2 frames, utt_pad_proportion=0.05557, over 16888.34 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.302, pruned_loss=0.06609, over 2462100.83 frames. utt_duration=1290 frames, utt_pad_proportion=0.05287, over 7643.74 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.299, pruned_loss=0.06765, over 2473646.34 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05709, over 17807.75 utterances.], batch size: 113, lr: 4.75e-04
2022-08-24 06:27:39,777 INFO [train.py:927] (7/8) Epoch 7, batch 12800, giga_loss[loss=0.202, simple_loss=0.2964, pruned_loss=0.05382, over 12439.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03208, over 75.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3002, pruned_loss=0.06834, over 2473487.76 frames. utt_duration=587.8 frames, utt_pad_proportion=0.06071, over 16876.17 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3018, pruned_loss=0.06625, over 2462427.77 frames. utt_duration=1292 frames, utt_pad_proportion=0.05202, over 7631.83 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2999, pruned_loss=0.06793, over 2473990.52 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06203, over 17822.48 utterances.], batch size: 75, lr: 4.75e-04
2022-08-24 06:29:24,667 INFO [train.py:927] (7/8) Epoch 7, batch 12850, giga_loss[loss=0.243, simple_loss=0.3297, pruned_loss=0.07815, over 12316.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03634, over 62.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3028, pruned_loss=0.0695, over 2473909.95 frames. utt_duration=588.8 frames, utt_pad_proportion=0.06005, over 16850.84 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3024, pruned_loss=0.06668, over 2462651.28 frames. utt_duration=1289 frames, utt_pad_proportion=0.05144, over 7653.85 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.302, pruned_loss=0.06886, over 2474352.44 frames. utt_duration=558 frames, utt_pad_proportion=0.06143, over 17784.85 utterances.], batch size: 62, lr: 4.75e-04
2022-08-24 06:31:05,343 INFO [train.py:927] (7/8) Epoch 7, batch 12900, giga_loss[loss=0.2294, simple_loss=0.3079, pruned_loss=0.07544, over 12420.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03895, over 37.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.303, pruned_loss=0.07005, over 2474130.22 frames. utt_duration=619.1 frames, utt_pad_proportion=0.05658, over 16023.00 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3029, pruned_loss=0.06758, over 2462827.06 frames. utt_duration=1293 frames, utt_pad_proportion=0.05029, over 7627.46 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.302, pruned_loss=0.0688, over 2474646.01 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05846, over 17042.38 utterances.], batch size: 37, lr: 4.75e-04
2022-08-24 06:32:46,568 INFO [train.py:927] (7/8) Epoch 7, batch 12950, giga_loss[loss=0.2307, simple_loss=0.3111, pruned_loss=0.0751, over 12364.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06601, over 183.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3019, pruned_loss=0.06971, over 2473422.49 frames. utt_duration=630 frames, utt_pad_proportion=0.05312, over 15741.92 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3029, pruned_loss=0.06784, over 2462744.55 frames. utt_duration=1297 frames, utt_pad_proportion=0.04933, over 7606.92 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3011, pruned_loss=0.06854, over 2474133.13 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05526, over 16744.28 utterances.], batch size: 183, lr: 4.75e-04
2022-08-24 06:34:27,121 INFO [train.py:927] (7/8) Epoch 7, batch 13000, giga_loss[loss=0.2111, simple_loss=0.2917, pruned_loss=0.0653, over 12415.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03155, over 80.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2998, pruned_loss=0.06885, over 2473541.55 frames. utt_duration=631.6 frames, utt_pad_proportion=0.05261, over 15703.39 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3033, pruned_loss=0.06836, over 2462848.76 frames. utt_duration=1297 frames, utt_pad_proportion=0.04822, over 7601.64 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2988, pruned_loss=0.06752, over 2474345.76 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05482, over 16751.67 utterances.], batch size: 80, lr: 4.75e-04
2022-08-24 06:36:07,037 INFO [train.py:927] (7/8) Epoch 7, batch 13050, giga_loss[loss=0.2286, simple_loss=0.3138, pruned_loss=0.07165, over 12357.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1928, over 364.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3009, pruned_loss=0.06876, over 2473152.15 frames. utt_duration=581 frames, utt_pad_proportion=0.05835, over 17071.03 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.303, pruned_loss=0.06848, over 2462581.16 frames. utt_duration=1299 frames, utt_pad_proportion=0.04768, over 7592.91 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3002, pruned_loss=0.06758, over 2474265.15 frames. utt_duration=548 frames, utt_pad_proportion=0.05993, over 18110.90 utterances.], batch size: 364, lr: 4.75e-04
2022-08-24 06:37:49,597 INFO [train.py:927] (7/8) Epoch 7, batch 13100, giga_loss[loss=0.2366, simple_loss=0.3145, pruned_loss=0.07936, over 12365.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04647, over 146.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3009, pruned_loss=0.06857, over 2473763.45 frames. utt_duration=578.9 frames, utt_pad_proportion=0.0552, over 17136.43 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3031, pruned_loss=0.06868, over 2462732.25 frames. utt_duration=1300 frames, utt_pad_proportion=0.04754, over 7583.94 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3003, pruned_loss=0.06749, over 2474553.43 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05665, over 17996.12 utterances.], batch size: 146, lr: 4.75e-04
2022-08-24 06:39:30,341 INFO [train.py:927] (7/8) Epoch 7, batch 13150, giga_loss[loss=0.1884, simple_loss=0.2668, pruned_loss=0.05497, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0297, over 45.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2996, pruned_loss=0.06902, over 2474964.04 frames. utt_duration=587 frames, utt_pad_proportion=0.053, over 16909.47 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3035, pruned_loss=0.06888, over 2463123.74 frames. utt_duration=1301 frames, utt_pad_proportion=0.04681, over 7581.33 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2987, pruned_loss=0.06799, over 2475445.18 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05458, over 17756.76 utterances.], batch size: 45, lr: 4.75e-04
2022-08-24 06:41:11,261 INFO [train.py:927] (7/8) Epoch 7, batch 13200, giga_loss[loss=0.2541, simple_loss=0.3369, pruned_loss=0.08562, over 12426.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05596, over 182.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2978, pruned_loss=0.0689, over 2474704.18 frames. utt_duration=595.1 frames, utt_pad_proportion=0.05314, over 16677.11 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3035, pruned_loss=0.0691, over 2463143.21 frames. utt_duration=1306 frames, utt_pad_proportion=0.0454, over 7552.66 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2969, pruned_loss=0.06787, over 2475598.01 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05513, over 17784.89 utterances.], batch size: 182, lr: 4.74e-04
2022-08-24 06:42:49,459 INFO [train.py:927] (7/8) Epoch 7, batch 13250, giga_loss[loss=0.194, simple_loss=0.2763, pruned_loss=0.05586, over 12338.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03311, over 85.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2965, pruned_loss=0.06872, over 2474694.76 frames. utt_duration=575.5 frames, utt_pad_proportion=0.0568, over 17246.20 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3037, pruned_loss=0.06947, over 2463267.70 frames. utt_duration=1309 frames, utt_pad_proportion=0.04457, over 7537.13 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2953, pruned_loss=0.06753, over 2475713.50 frames. utt_duration=536.4 frames, utt_pad_proportion=0.05863, over 18513.66 utterances.], batch size: 85, lr: 4.74e-04
2022-08-24 06:44:28,837 INFO [train.py:927] (7/8) Epoch 7, batch 13300, giga_loss[loss=0.1918, simple_loss=0.2639, pruned_loss=0.05979, over 12356.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03206, over 51.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2919, pruned_loss=0.06665, over 2474659.41 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05669, over 17136.28 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3036, pruned_loss=0.06958, over 2463223.93 frames. utt_duration=1311 frames, utt_pad_proportion=0.04407, over 7525.47 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2909, pruned_loss=0.06558, over 2475719.55 frames. utt_duration=542 frames, utt_pad_proportion=0.0584, over 18323.23 utterances.], batch size: 51, lr: 4.74e-04
2022-08-24 06:46:09,702 INFO [train.py:927] (7/8) Epoch 7, batch 13350, libri_loss[loss=0.2205, simple_loss=0.2836, pruned_loss=0.07873, over 12252.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.05931, over 27.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.291, pruned_loss=0.06631, over 2473888.78 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05648, over 17030.00 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3029, pruned_loss=0.06954, over 2462980.54 frames. utt_duration=1318 frames, utt_pad_proportion=0.04303, over 7483.19 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2904, pruned_loss=0.06535, over 2475397.84 frames. utt_duration=540.4 frames, utt_pad_proportion=0.05841, over 18372.83 utterances.], batch size: 27, lr: 4.74e-04
2022-08-24 06:47:49,369 INFO [train.py:927] (7/8) Epoch 7, batch 13400, giga_loss[loss=0.2187, simple_loss=0.3069, pruned_loss=0.06521, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03907, over 113.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2938, pruned_loss=0.06694, over 2473869.26 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05626, over 17192.18 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.303, pruned_loss=0.06973, over 2463051.03 frames. utt_duration=1321 frames, utt_pad_proportion=0.04241, over 7464.73 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.293, pruned_loss=0.06593, over 2475185.49 frames. utt_duration=538.4 frames, utt_pad_proportion=0.05809, over 18440.11 utterances.], batch size: 113, lr: 4.74e-04
2022-08-24 06:49:30,764 INFO [train.py:927] (7/8) Epoch 7, batch 13450, giga_loss[loss=0.2437, simple_loss=0.3188, pruned_loss=0.08432, over 12384.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04153, over 133.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2976, pruned_loss=0.0684, over 2474332.62 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05939, over 17831.08 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3031, pruned_loss=0.06984, over 2462965.26 frames. utt_duration=1321 frames, utt_pad_proportion=0.04229, over 7464.74 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2968, pruned_loss=0.06749, over 2475574.12 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06074, over 18945.66 utterances.], batch size: 133, lr: 4.74e-04
2022-08-24 06:51:18,620 INFO [train.py:927] (7/8) Epoch 7, batch 13500, giga_loss[loss=0.2349, simple_loss=0.3191, pruned_loss=0.07532, over 12358.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3026, pruned_loss=0.07191, over 2474003.91 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05903, over 17763.91 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3037, pruned_loss=0.07044, over 2462970.42 frames. utt_duration=1318 frames, utt_pad_proportion=0.04213, over 7483.46 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3013, pruned_loss=0.07062, over 2475425.87 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06043, over 19026.79 utterances.], batch size: 97, lr: 4.74e-04
2022-08-24 06:53:02,967 INFO [train.py:927] (7/8) Epoch 7, batch 13550, giga_loss[loss=0.2729, simple_loss=0.3425, pruned_loss=0.1017, over 12391.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04459, over 146.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3086, pruned_loss=0.07574, over 2473929.12 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05822, over 17613.89 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3042, pruned_loss=0.07094, over 2462596.99 frames. utt_duration=1318 frames, utt_pad_proportion=0.04161, over 7482.79 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3071, pruned_loss=0.07431, over 2475612.12 frames. utt_duration=528.1 frames, utt_pad_proportion=0.05971, over 18803.67 utterances.], batch size: 146, lr: 4.74e-04
2022-08-24 06:54:47,150 INFO [train.py:927] (7/8) Epoch 7, batch 13600, giga_loss[loss=0.2892, simple_loss=0.3514, pruned_loss=0.1135, over 12228.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.0311, over 39.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3161, pruned_loss=0.0814, over 2473660.13 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06157, over 18160.94 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3048, pruned_loss=0.07156, over 2462867.62 frames. utt_duration=1303 frames, utt_pad_proportion=0.04687, over 7569.94 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3145, pruned_loss=0.07992, over 2475134.57 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06092, over 19366.68 utterances.], batch size: 39, lr: 4.74e-04
2022-08-24 06:56:30,756 INFO [train.py:927] (7/8) Epoch 7, batch 13650, giga_loss[loss=0.251, simple_loss=0.337, pruned_loss=0.08251, over 12401.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02262, over 48.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3212, pruned_loss=0.08486, over 2474000.82 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06126, over 17874.00 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3055, pruned_loss=0.07202, over 2463497.11 frames. utt_duration=1304 frames, utt_pad_proportion=0.04579, over 7568.20 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3198, pruned_loss=0.08362, over 2474965.57 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06131, over 19177.93 utterances.], batch size: 48, lr: 4.74e-04
2022-08-24 06:58:18,363 INFO [train.py:927] (7/8) Epoch 7, batch 13700, giga_loss[loss=0.3251, simple_loss=0.3617, pruned_loss=0.1442, over 12367.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2081, over 371.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3269, pruned_loss=0.09039, over 2473732.64 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06905, over 19390.38 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3057, pruned_loss=0.07219, over 2463353.43 frames. utt_duration=1305 frames, utt_pad_proportion=0.04545, over 7560.52 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3258, pruned_loss=0.08939, over 2474702.77 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06885, over 20517.21 utterances.], batch size: 371, lr: 4.74e-04
2022-08-24 07:00:07,666 INFO [train.py:927] (7/8) Epoch 7, batch 13750, giga_loss[loss=0.252, simple_loss=0.3349, pruned_loss=0.08455, over 12359.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02657, over 66.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3323, pruned_loss=0.09503, over 2474009.97 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07744, over 20542.42 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.306, pruned_loss=0.07246, over 2463876.65 frames. utt_duration=1302 frames, utt_pad_proportion=0.04484, over 7577.56 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.332, pruned_loss=0.09483, over 2474735.76 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07748, over 21964.99 utterances.], batch size: 66, lr: 4.74e-04
2022-08-24 07:01:54,511 INFO [train.py:927] (7/8) Epoch 7, batch 13800, giga_loss[loss=0.3581, simple_loss=0.3892, pruned_loss=0.1635, over 12353.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2122, over 373.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.333, pruned_loss=0.09689, over 2474179.34 frames. utt_duration=472.6 frames, utt_pad_proportion=0.08296, over 21007.46 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.306, pruned_loss=0.07256, over 2464159.32 frames. utt_duration=1306 frames, utt_pad_proportion=0.04361, over 7558.75 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3337, pruned_loss=0.09749, over 2474857.84 frames. utt_duration=438.4 frames, utt_pad_proportion=0.08338, over 22657.72 utterances.], batch size: 373, lr: 4.74e-04
2022-08-24 07:03:40,715 INFO [train.py:927] (7/8) Epoch 7, batch 13850, libri_loss[loss=0.2037, simple_loss=0.2987, pruned_loss=0.05433, over 12375.00 frames. utt_duration=1835 frames, utt_pad_proportion=0.03834, over 27.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3335, pruned_loss=0.09714, over 2473488.82 frames. utt_duration=464.8 frames, utt_pad_proportion=0.08732, over 21354.45 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3063, pruned_loss=0.07265, over 2464459.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.0429, over 7542.88 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3345, pruned_loss=0.0981, over 2473976.58 frames. utt_duration=432 frames, utt_pad_proportion=0.08785, over 22985.58 utterances.], batch size: 27, lr: 4.74e-04
2022-08-24 07:05:33,877 INFO [train.py:927] (7/8) Epoch 7, batch 13900, giga_loss[loss=0.2536, simple_loss=0.3269, pruned_loss=0.09014, over 12362.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.04423, over 37.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3364, pruned_loss=0.09888, over 2473437.84 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08515, over 22096.07 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3064, pruned_loss=0.07277, over 2464411.57 frames. utt_duration=1305 frames, utt_pad_proportion=0.04356, over 7564.48 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3374, pruned_loss=0.09975, over 2473945.70 frames. utt_duration=422.8 frames, utt_pad_proportion=0.08562, over 23485.75 utterances.], batch size: 37, lr: 4.74e-04
2022-08-24 07:07:20,648 INFO [train.py:927] (7/8) Epoch 7, batch 13950, giga_loss[loss=0.2508, simple_loss=0.3258, pruned_loss=0.08793, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04, over 113.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3339, pruned_loss=0.0964, over 2473705.36 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08764, over 22354.73 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.306, pruned_loss=0.07274, over 2464832.49 frames. utt_duration=1303 frames, utt_pad_proportion=0.04336, over 7573.57 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3358, pruned_loss=0.09792, over 2474034.89 frames. utt_duration=414.9 frames, utt_pad_proportion=0.0884, over 23934.82 utterances.], batch size: 113, lr: 4.73e-04
2022-08-24 07:09:06,655 INFO [train.py:927] (7/8) Epoch 7, batch 14000, giga_loss[loss=0.2205, simple_loss=0.3065, pruned_loss=0.06727, over 12463.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.02909, over 55.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3315, pruned_loss=0.09366, over 2474078.75 frames. utt_duration=454.5 frames, utt_pad_proportion=0.08112, over 21844.31 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3059, pruned_loss=0.07279, over 2464679.88 frames. utt_duration=1305 frames, utt_pad_proportion=0.043, over 7562.13 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3337, pruned_loss=0.09521, over 2474613.76 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08243, over 23352.45 utterances.], batch size: 55, lr: 4.73e-04
2022-08-24 07:10:52,149 INFO [train.py:927] (7/8) Epoch 7, batch 14050, libri_loss[loss=0.2145, simple_loss=0.294, pruned_loss=0.06746, over 12338.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006495, over 33.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3287, pruned_loss=0.09151, over 2474201.51 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07677, over 21540.07 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3057, pruned_loss=0.07276, over 2464710.19 frames. utt_duration=1309 frames, utt_pad_proportion=0.04205, over 7542.65 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3315, pruned_loss=0.09342, over 2474887.67 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07875, over 23226.66 utterances.], batch size: 33, lr: 4.73e-04
2022-08-24 07:12:42,348 INFO [train.py:927] (7/8) Epoch 7, batch 14100, giga_loss[loss=0.2069, simple_loss=0.2938, pruned_loss=0.05996, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02645, over 45.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3287, pruned_loss=0.09117, over 2474051.47 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07178, over 21010.99 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3058, pruned_loss=0.07294, over 2464862.61 frames. utt_duration=1307 frames, utt_pad_proportion=0.04211, over 7550.15 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3309, pruned_loss=0.09269, over 2474542.02 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07378, over 22448.50 utterances.], batch size: 45, lr: 4.73e-04
2022-08-24 07:14:36,581 INFO [train.py:927] (7/8) Epoch 7, batch 14150, giga_loss[loss=0.2384, simple_loss=0.3281, pruned_loss=0.07431, over 12362.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02881, over 70.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3274, pruned_loss=0.0885, over 2474242.80 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06813, over 20306.99 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3057, pruned_loss=0.07292, over 2464985.76 frames. utt_duration=1307 frames, utt_pad_proportion=0.04182, over 7552.12 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3297, pruned_loss=0.09001, over 2474697.33 frames. utt_duration=458 frames, utt_pad_proportion=0.07026, over 21680.80 utterances.], batch size: 70, lr: 4.73e-04
2022-08-24 07:16:23,211 INFO [train.py:927] (7/8) Epoch 7, batch 14200, giga_loss[loss=0.2274, simple_loss=0.3178, pruned_loss=0.06848, over 12405.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.02428, over 66.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3277, pruned_loss=0.08828, over 2474665.72 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06692, over 19711.67 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3058, pruned_loss=0.07315, over 2465301.87 frames. utt_duration=1308 frames, utt_pad_proportion=0.04094, over 7546.81 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3302, pruned_loss=0.0898, over 2475057.52 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06935, over 21234.03 utterances.], batch size: 66, lr: 4.73e-04
2022-08-24 07:18:11,548 INFO [train.py:927] (7/8) Epoch 7, batch 14250, libri_loss[loss=0.2777, simple_loss=0.344, pruned_loss=0.1057, over 12457.00 frames. utt_duration=413.2 frames, utt_pad_proportion=0.3431, over 121.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.327, pruned_loss=0.08799, over 2475322.60 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06991, over 19990.66 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3062, pruned_loss=0.07348, over 2465691.23 frames. utt_duration=1292 frames, utt_pad_proportion=0.04544, over 7642.75 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.329, pruned_loss=0.08917, over 2475450.56 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07029, over 21322.46 utterances.], batch size: 121, lr: 4.73e-04
2022-08-24 07:19:59,185 INFO [train.py:927] (7/8) Epoch 7, batch 14300, giga_loss[loss=0.2278, simple_loss=0.3044, pruned_loss=0.0756, over 12141.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03599, over 36.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3245, pruned_loss=0.08745, over 2474584.36 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07037, over 19937.29 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3062, pruned_loss=0.07361, over 2465607.86 frames. utt_duration=1294 frames, utt_pad_proportion=0.04494, over 7631.13 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3263, pruned_loss=0.08846, over 2474884.19 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07088, over 21160.37 utterances.], batch size: 36, lr: 4.73e-04
2022-08-24 07:21:47,591 INFO [train.py:927] (7/8) Epoch 7, batch 14350, giga_loss[loss=0.2329, simple_loss=0.3187, pruned_loss=0.07358, over 12404.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03185, over 80.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3254, pruned_loss=0.08741, over 2474109.76 frames. utt_duration=480 frames, utt_pad_proportion=0.07578, over 20679.86 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3063, pruned_loss=0.07364, over 2465573.34 frames. utt_duration=1296 frames, utt_pad_proportion=0.0446, over 7619.85 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3269, pruned_loss=0.08829, over 2474441.45 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07608, over 21756.23 utterances.], batch size: 80, lr: 4.73e-04
2022-08-24 07:23:35,226 INFO [train.py:927] (7/8) Epoch 7, batch 14400, giga_loss[loss=0.2279, simple_loss=0.2981, pruned_loss=0.07884, over 12383.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02402, over 48.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3242, pruned_loss=0.08644, over 2474267.51 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07417, over 19887.24 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3065, pruned_loss=0.07385, over 2465823.45 frames. utt_duration=1299 frames, utt_pad_proportion=0.04363, over 7600.41 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3258, pruned_loss=0.08733, over 2474546.18 frames. utt_duration=470 frames, utt_pad_proportion=0.07511, over 21122.37 utterances.], batch size: 48, lr: 4.73e-04
2022-08-24 07:25:22,264 INFO [train.py:927] (7/8) Epoch 7, batch 14450, giga_loss[loss=0.208, simple_loss=0.2943, pruned_loss=0.06086, over 12351.00 frames. utt_duration=707 frames, utt_pad_proportion=0.02881, over 70.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.323, pruned_loss=0.08644, over 2474318.53 frames. utt_duration=509.1 frames, utt_pad_proportion=0.07333, over 19494.64 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3068, pruned_loss=0.07431, over 2465857.06 frames. utt_duration=1287 frames, utt_pad_proportion=0.04808, over 7675.43 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3243, pruned_loss=0.08699, over 2474685.17 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07281, over 20678.14 utterances.], batch size: 70, lr: 4.73e-04
2022-08-24 07:27:08,630 INFO [train.py:927] (7/8) Epoch 7, batch 14500, giga_loss[loss=0.2634, simple_loss=0.3281, pruned_loss=0.09931, over 12385.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04512, over 146.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3218, pruned_loss=0.08668, over 2474178.70 frames. utt_duration=521 frames, utt_pad_proportion=0.06929, over 19046.85 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3067, pruned_loss=0.07446, over 2465906.74 frames. utt_duration=1288 frames, utt_pad_proportion=0.0478, over 7669.30 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3234, pruned_loss=0.08728, over 2474622.23 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06937, over 20255.70 utterances.], batch size: 146, lr: 4.73e-04
2022-08-24 07:28:52,742 INFO [train.py:927] (7/8) Epoch 7, batch 14550, giga_loss[loss=0.2391, simple_loss=0.3058, pruned_loss=0.08619, over 12467.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03028, over 75.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3197, pruned_loss=0.08596, over 2474531.53 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07149, over 19529.44 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.307, pruned_loss=0.07477, over 2466287.78 frames. utt_duration=1284 frames, utt_pad_proportion=0.04732, over 7694.89 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.321, pruned_loss=0.08651, over 2474757.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07188, over 20800.93 utterances.], batch size: 75, lr: 4.73e-04
2022-08-24 07:30:36,988 INFO [train.py:927] (7/8) Epoch 7, batch 14600, giga_loss[loss=0.2192, simple_loss=0.3093, pruned_loss=0.06455, over 12267.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03638, over 28.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3207, pruned_loss=0.08669, over 2474425.82 frames. utt_duration=507 frames, utt_pad_proportion=0.07287, over 19577.89 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3067, pruned_loss=0.07484, over 2466448.38 frames. utt_duration=1276 frames, utt_pad_proportion=0.05119, over 7741.98 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3226, pruned_loss=0.08757, over 2474811.70 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07237, over 21119.54 utterances.], batch size: 28, lr: 4.73e-04
2022-08-24 07:32:22,655 INFO [train.py:927] (7/8) Epoch 7, batch 14650, giga_loss[loss=0.2304, simple_loss=0.3104, pruned_loss=0.07517, over 12457.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03693, over 123.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3205, pruned_loss=0.08563, over 2474550.23 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06752, over 19335.59 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3066, pruned_loss=0.07484, over 2466313.85 frames. utt_duration=1278 frames, utt_pad_proportion=0.0508, over 7725.96 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3223, pruned_loss=0.08648, over 2475074.73 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06766, over 20727.26 utterances.], batch size: 123, lr: 4.72e-04
2022-08-24 07:34:11,619 INFO [train.py:927] (7/8) Epoch 7, batch 14700, giga_loss[loss=0.315, simple_loss=0.3733, pruned_loss=0.1284, over 12410.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06895, over 212.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3234, pruned_loss=0.08762, over 2474868.91 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06967, over 20292.50 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3066, pruned_loss=0.07475, over 2466260.28 frames. utt_duration=1280 frames, utt_pad_proportion=0.05065, over 7715.33 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3249, pruned_loss=0.0884, over 2475362.05 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06973, over 21441.58 utterances.], batch size: 212, lr: 4.72e-04
2022-08-24 07:35:56,752 INFO [train.py:927] (7/8) Epoch 7, batch 14750, giga_loss[loss=0.2374, simple_loss=0.308, pruned_loss=0.08342, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03413, over 37.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3241, pruned_loss=0.08923, over 2475915.02 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07313, over 20928.62 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3067, pruned_loss=0.0747, over 2466631.41 frames. utt_duration=1284 frames, utt_pad_proportion=0.0501, over 7695.69 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3254, pruned_loss=0.0901, over 2476088.92 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07329, over 22037.79 utterances.], batch size: 37, lr: 4.72e-04
2022-08-24 07:37:42,972 INFO [train.py:927] (7/8) Epoch 7, batch 14800, giga_loss[loss=0.2326, simple_loss=0.3019, pruned_loss=0.0816, over 12380.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03536, over 113.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3233, pruned_loss=0.08907, over 2475584.82 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07205, over 20527.75 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3066, pruned_loss=0.0747, over 2466692.66 frames. utt_duration=1286 frames, utt_pad_proportion=0.04937, over 7678.95 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3248, pruned_loss=0.09003, over 2475829.19 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07264, over 21666.52 utterances.], batch size: 113, lr: 4.72e-04
2022-08-24 07:39:28,013 INFO [train.py:927] (7/8) Epoch 7, batch 14850, giga_loss[loss=0.2376, simple_loss=0.3152, pruned_loss=0.08007, over 12352.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03247, over 58.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3222, pruned_loss=0.08798, over 2474768.92 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07352, over 20454.75 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3065, pruned_loss=0.07485, over 2467124.53 frames. utt_duration=1275 frames, utt_pad_proportion=0.05307, over 7747.11 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3238, pruned_loss=0.08892, over 2474748.15 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07287, over 21603.92 utterances.], batch size: 58, lr: 4.72e-04
2022-08-24 07:41:13,200 INFO [train.py:927] (7/8) Epoch 7, batch 14900, giga_loss[loss=0.2322, simple_loss=0.3045, pruned_loss=0.07999, over 12341.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3197, pruned_loss=0.08574, over 2474466.27 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07169, over 20167.49 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3069, pruned_loss=0.07525, over 2467134.69 frames. utt_duration=1277 frames, utt_pad_proportion=0.05251, over 7738.00 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3208, pruned_loss=0.08629, over 2474524.51 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07152, over 21245.76 utterances.], batch size: 97, lr: 4.72e-04
2022-08-24 07:43:01,007 INFO [train.py:927] (7/8) Epoch 7, batch 14950, giga_loss[loss=0.2695, simple_loss=0.3343, pruned_loss=0.1023, over 12382.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05274, over 161.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3189, pruned_loss=0.08589, over 2475772.15 frames. utt_duration=489.2 frames, utt_pad_proportion=0.0708, over 20304.65 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3074, pruned_loss=0.07572, over 2467685.48 frames. utt_duration=1267 frames, utt_pad_proportion=0.05339, over 7799.90 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3197, pruned_loss=0.08621, over 2475546.31 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07065, over 21443.50 utterances.], batch size: 161, lr: 4.72e-04
2022-08-24 07:44:47,947 INFO [train.py:927] (7/8) Epoch 7, batch 15000, giga_loss[loss=0.2443, simple_loss=0.3329, pruned_loss=0.0778, over 12388.00 frames. utt_duration=546 frames, utt_pad_proportion=0.0267, over 91.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3219, pruned_loss=0.08691, over 2475411.20 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06584, over 19738.55 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3074, pruned_loss=0.07549, over 2467708.08 frames. utt_duration=1268 frames, utt_pad_proportion=0.05263, over 7792.87 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3229, pruned_loss=0.0876, over 2475366.27 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06631, over 20880.80 utterances.], batch size: 91, lr: 4.72e-04
2022-08-24 07:44:47,948 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 07:45:02,964 INFO [train.py:967] (7/8) Epoch 7, validation: loss=0.1868, simple_loss=0.3016, pruned_loss=0.03596, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 07:46:47,092 INFO [train.py:927] (7/8) Epoch 7, batch 15050, giga_loss[loss=0.2866, simple_loss=0.3624, pruned_loss=0.1054, over 12401.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05699, over 162.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3251, pruned_loss=0.08744, over 2474482.56 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06938, over 19720.31 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3081, pruned_loss=0.07621, over 2467623.62 frames. utt_duration=1269 frames, utt_pad_proportion=0.05101, over 7784.30 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3261, pruned_loss=0.08796, over 2474909.07 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07044, over 21324.76 utterances.], batch size: 162, lr: 4.72e-04
2022-08-24 07:48:32,954 INFO [train.py:927] (7/8) Epoch 7, batch 15100, libri_loss[loss=0.2493, simple_loss=0.3187, pruned_loss=0.08995, over 12454.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005742, over 35.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3259, pruned_loss=0.08791, over 2474491.25 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06686, over 19420.28 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3078, pruned_loss=0.0761, over 2467687.95 frames. utt_duration=1275 frames, utt_pad_proportion=0.04966, over 7751.32 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3275, pruned_loss=0.0888, over 2474991.54 frames. utt_duration=470 frames, utt_pad_proportion=0.06856, over 21128.89 utterances.], batch size: 35, lr: 4.72e-04
2022-08-24 07:50:21,764 INFO [train.py:927] (7/8) Epoch 7, batch 15150, giga_loss[loss=0.2334, simple_loss=0.307, pruned_loss=0.07989, over 12462.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03009, over 80.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3269, pruned_loss=0.08946, over 2474835.17 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06371, over 19311.72 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3076, pruned_loss=0.076, over 2467735.27 frames. utt_duration=1275 frames, utt_pad_proportion=0.04965, over 7753.86 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3285, pruned_loss=0.09036, over 2475238.51 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06534, over 20756.27 utterances.], batch size: 80, lr: 4.72e-04
2022-08-24 07:52:06,094 INFO [train.py:927] (7/8) Epoch 7, batch 15200, giga_loss[loss=0.2641, simple_loss=0.3354, pruned_loss=0.09639, over 12424.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03696, over 123.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3266, pruned_loss=0.0895, over 2474236.89 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06061, over 19055.39 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3085, pruned_loss=0.07653, over 2467598.41 frames. utt_duration=1279 frames, utt_pad_proportion=0.0484, over 7727.00 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3277, pruned_loss=0.09017, over 2474902.07 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06268, over 20592.56 utterances.], batch size: 123, lr: 4.72e-04
2022-08-24 07:53:52,208 INFO [train.py:927] (7/8) Epoch 7, batch 15250, giga_loss[loss=0.2595, simple_loss=0.3187, pruned_loss=0.1001, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03601, over 40.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3263, pruned_loss=0.09007, over 2475015.62 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06174, over 19213.45 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3089, pruned_loss=0.0769, over 2467821.60 frames. utt_duration=1267 frames, utt_pad_proportion=0.05243, over 7799.76 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3272, pruned_loss=0.09055, over 2475520.29 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06213, over 20635.55 utterances.], batch size: 40, lr: 4.72e-04
2022-08-24 07:55:37,473 INFO [train.py:927] (7/8) Epoch 7, batch 15300, giga_loss[loss=0.2714, simple_loss=0.3212, pruned_loss=0.1108, over 12354.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1947, over 365.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3239, pruned_loss=0.08928, over 2474256.76 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06749, over 19679.40 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3091, pruned_loss=0.07703, over 2467933.15 frames. utt_duration=1264 frames, utt_pad_proportion=0.053, over 7821.79 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3246, pruned_loss=0.08966, over 2474613.05 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06731, over 20881.96 utterances.], batch size: 365, lr: 4.72e-04
2022-08-24 07:57:23,455 INFO [train.py:927] (7/8) Epoch 7, batch 15350, giga_loss[loss=0.2337, simple_loss=0.3153, pruned_loss=0.07599, over 12368.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03568, over 122.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3232, pruned_loss=0.08816, over 2474816.55 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06748, over 19525.58 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3092, pruned_loss=0.07708, over 2468154.75 frames. utt_duration=1262 frames, utt_pad_proportion=0.05263, over 7830.16 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3239, pruned_loss=0.08862, over 2475015.37 frames. utt_duration=480.2 frames, utt_pad_proportion=0.06758, over 20681.82 utterances.], batch size: 122, lr: 4.72e-04
2022-08-24 07:59:09,799 INFO [train.py:927] (7/8) Epoch 7, batch 15400, giga_loss[loss=0.2332, simple_loss=0.31, pruned_loss=0.07817, over 12325.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.03482, over 58.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3257, pruned_loss=0.09015, over 2475015.00 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07307, over 20321.60 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3097, pruned_loss=0.07749, over 2468065.45 frames. utt_duration=1263 frames, utt_pad_proportion=0.05175, over 7825.37 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3262, pruned_loss=0.09042, over 2475412.80 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07329, over 21516.19 utterances.], batch size: 58, lr: 4.71e-04
2022-08-24 08:00:54,578 INFO [train.py:927] (7/8) Epoch 7, batch 15450, giga_loss[loss=0.3635, simple_loss=0.3963, pruned_loss=0.1653, over 12374.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1017, over 257.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3259, pruned_loss=0.08937, over 2474715.48 frames. utt_duration=490.3 frames, utt_pad_proportion=0.0731, over 20252.76 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3099, pruned_loss=0.07765, over 2468058.15 frames. utt_duration=1251 frames, utt_pad_proportion=0.05473, over 7898.92 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3266, pruned_loss=0.08978, over 2475229.74 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07262, over 21476.93 utterances.], batch size: 257, lr: 4.71e-04
2022-08-24 08:02:41,703 INFO [train.py:927] (7/8) Epoch 7, batch 15500, giga_loss[loss=0.2369, simple_loss=0.3192, pruned_loss=0.07732, over 12355.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03214, over 51.00 utterances.], tot_loss[loss=0.255, simple_loss=0.329, pruned_loss=0.09048, over 2473823.43 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07597, over 20834.20 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3099, pruned_loss=0.07761, over 2468313.93 frames. utt_duration=1250 frames, utt_pad_proportion=0.05463, over 7907.95 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3296, pruned_loss=0.09093, over 2474069.60 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07555, over 21892.74 utterances.], batch size: 51, lr: 4.71e-04
2022-08-24 08:04:24,735 INFO [train.py:927] (7/8) Epoch 7, batch 15550, giga_loss[loss=0.2686, simple_loss=0.3433, pruned_loss=0.0969, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04156, over 146.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.332, pruned_loss=0.09331, over 2474515.71 frames. utt_duration=470.3 frames, utt_pad_proportion=0.0754, over 21111.87 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3101, pruned_loss=0.07775, over 2468422.10 frames. utt_duration=1254 frames, utt_pad_proportion=0.05386, over 7882.92 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3326, pruned_loss=0.09381, over 2474728.34 frames. utt_duration=447 frames, utt_pad_proportion=0.07546, over 22216.21 utterances.], batch size: 146, lr: 4.71e-04
2022-08-24 08:06:08,654 INFO [train.py:927] (7/8) Epoch 7, batch 15600, giga_loss[loss=0.253, simple_loss=0.3345, pruned_loss=0.08577, over 12383.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.03113, over 51.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3319, pruned_loss=0.09349, over 2474172.67 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07563, over 20973.72 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3106, pruned_loss=0.07798, over 2467985.39 frames. utt_duration=1244 frames, utt_pad_proportion=0.05722, over 7945.82 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3329, pruned_loss=0.09429, over 2474950.75 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07494, over 22332.56 utterances.], batch size: 51, lr: 4.71e-04
2022-08-24 08:07:52,489 INFO [train.py:927] (7/8) Epoch 7, batch 15650, giga_loss[loss=0.2616, simple_loss=0.3398, pruned_loss=0.09172, over 12416.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.0498, over 161.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3316, pruned_loss=0.09261, over 2473996.08 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07595, over 21860.04 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3107, pruned_loss=0.07816, over 2468010.66 frames. utt_duration=1245 frames, utt_pad_proportion=0.05653, over 7938.67 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3325, pruned_loss=0.09328, over 2474667.11 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07567, over 23110.15 utterances.], batch size: 161, lr: 4.71e-04
2022-08-24 08:09:35,598 INFO [train.py:927] (7/8) Epoch 7, batch 15700, giga_loss[loss=0.2676, simple_loss=0.3376, pruned_loss=0.09875, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04054, over 113.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3314, pruned_loss=0.09184, over 2474513.72 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07733, over 21807.84 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3111, pruned_loss=0.0784, over 2468636.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.05542, over 7947.50 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3325, pruned_loss=0.09261, over 2474656.14 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07761, over 23259.29 utterances.], batch size: 113, lr: 4.71e-04
2022-08-24 08:11:20,026 INFO [train.py:927] (7/8) Epoch 7, batch 15750, libri_loss[loss=0.2093, simple_loss=0.2809, pruned_loss=0.06881, over 12458.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006138, over 32.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3299, pruned_loss=0.09087, over 2474458.49 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07347, over 20915.80 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3108, pruned_loss=0.07834, over 2468888.56 frames. utt_duration=1249 frames, utt_pad_proportion=0.05418, over 7916.48 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3316, pruned_loss=0.09189, over 2474485.32 frames. utt_duration=442 frames, utt_pad_proportion=0.0745, over 22470.47 utterances.], batch size: 32, lr: 4.71e-04
2022-08-24 08:13:04,324 INFO [train.py:927] (7/8) Epoch 7, batch 15800, giga_loss[loss=0.2366, simple_loss=0.3027, pruned_loss=0.08528, over 12475.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02914, over 55.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3259, pruned_loss=0.0891, over 2475112.43 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06957, over 19928.22 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3097, pruned_loss=0.0778, over 2468875.63 frames. utt_duration=1257 frames, utt_pad_proportion=0.05295, over 7862.67 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.329, pruned_loss=0.09086, over 2475364.34 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07133, over 21707.53 utterances.], batch size: 55, lr: 4.71e-04
2022-08-24 08:14:51,622 INFO [train.py:927] (7/8) Epoch 7, batch 15850, giga_loss[loss=0.248, simple_loss=0.3114, pruned_loss=0.09233, over 12167.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03402, over 36.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3241, pruned_loss=0.0888, over 2474834.87 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07228, over 20554.55 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3094, pruned_loss=0.07775, over 2468603.80 frames. utt_duration=1260 frames, utt_pad_proportion=0.05259, over 7847.07 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3268, pruned_loss=0.09033, over 2475331.20 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07363, over 22084.24 utterances.], batch size: 36, lr: 4.71e-04
2022-08-24 08:16:41,490 INFO [train.py:927] (7/8) Epoch 7, batch 15900, giga_loss[loss=0.2049, simple_loss=0.287, pruned_loss=0.06142, over 12448.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03226, over 40.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3222, pruned_loss=0.0874, over 2474534.00 frames. utt_duration=478 frames, utt_pad_proportion=0.0758, over 20773.22 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3089, pruned_loss=0.07756, over 2468252.49 frames. utt_duration=1261 frames, utt_pad_proportion=0.05224, over 7836.31 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3253, pruned_loss=0.08912, over 2475422.89 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07707, over 22380.62 utterances.], batch size: 40, lr: 4.71e-04
2022-08-24 08:18:21,967 INFO [train.py:927] (7/8) Epoch 7, batch 15950, giga_loss[loss=0.3407, simple_loss=0.3761, pruned_loss=0.1527, over 12387.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3194, pruned_loss=0.08531, over 2474510.21 frames. utt_duration=445.4 frames, utt_pad_proportion=0.0839, over 22296.33 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3085, pruned_loss=0.07742, over 2468115.79 frames. utt_duration=1263 frames, utt_pad_proportion=0.05176, over 7824.52 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3224, pruned_loss=0.08696, over 2475465.83 frames. utt_duration=416.9 frames, utt_pad_proportion=0.08466, over 23835.55 utterances.], batch size: 258, lr: 4.71e-04
2022-08-24 08:20:10,523 INFO [train.py:927] (7/8) Epoch 7, batch 16000, giga_loss[loss=0.192, simple_loss=0.2641, pruned_loss=0.05993, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02754, over 45.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3165, pruned_loss=0.08378, over 2474935.16 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07715, over 21112.30 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3083, pruned_loss=0.07724, over 2468058.60 frames. utt_duration=1267 frames, utt_pad_proportion=0.05059, over 7802.12 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3195, pruned_loss=0.08548, over 2475955.06 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07881, over 22751.52 utterances.], batch size: 45, lr: 4.71e-04
2022-08-24 08:21:52,854 INFO [train.py:927] (7/8) Epoch 7, batch 16050, giga_loss[loss=0.2407, simple_loss=0.3216, pruned_loss=0.07988, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.0425, over 146.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3179, pruned_loss=0.08492, over 2475150.05 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07553, over 21381.84 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.308, pruned_loss=0.07711, over 2468001.31 frames. utt_duration=1269 frames, utt_pad_proportion=0.05045, over 7791.11 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3205, pruned_loss=0.08638, over 2476024.82 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07699, over 22728.55 utterances.], batch size: 146, lr: 4.71e-04
2022-08-24 08:23:38,200 INFO [train.py:927] (7/8) Epoch 7, batch 16100, giga_loss[loss=0.292, simple_loss=0.3503, pruned_loss=0.1169, over 12399.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06523, over 211.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3197, pruned_loss=0.08581, over 2474962.22 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07189, over 21119.66 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3083, pruned_loss=0.07728, over 2467956.50 frames. utt_duration=1271 frames, utt_pad_proportion=0.04962, over 7778.62 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3217, pruned_loss=0.08703, over 2475879.57 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07375, over 22579.16 utterances.], batch size: 211, lr: 4.71e-04
2022-08-24 08:25:24,082 INFO [train.py:927] (7/8) Epoch 7, batch 16150, giga_loss[loss=0.2671, simple_loss=0.3499, pruned_loss=0.09215, over 12399.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03998, over 133.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3204, pruned_loss=0.08643, over 2475482.02 frames. utt_duration=474.4 frames, utt_pad_proportion=0.06975, over 20935.92 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.308, pruned_loss=0.07714, over 2468036.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.05011, over 7783.11 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3224, pruned_loss=0.08761, over 2476216.87 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07129, over 22264.63 utterances.], batch size: 133, lr: 4.70e-04
2022-08-24 08:27:12,103 INFO [train.py:927] (7/8) Epoch 7, batch 16200, giga_loss[loss=0.2263, simple_loss=0.3034, pruned_loss=0.07457, over 12341.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03219, over 58.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3216, pruned_loss=0.08703, over 2474713.69 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07086, over 20831.30 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3075, pruned_loss=0.077, over 2467556.94 frames. utt_duration=1276 frames, utt_pad_proportion=0.04923, over 7745.94 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3239, pruned_loss=0.08832, over 2475877.03 frames. utt_duration=447.2 frames, utt_pad_proportion=0.0724, over 22218.47 utterances.], batch size: 58, lr: 4.70e-04
2022-08-24 08:28:59,498 INFO [train.py:927] (7/8) Epoch 7, batch 16250, giga_loss[loss=0.3065, simple_loss=0.3471, pruned_loss=0.133, over 12356.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2149, over 374.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.323, pruned_loss=0.08839, over 2474959.54 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07741, over 21117.72 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3076, pruned_loss=0.0772, over 2467737.44 frames. utt_duration=1274 frames, utt_pad_proportion=0.04955, over 7759.87 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3249, pruned_loss=0.08937, over 2475813.90 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07828, over 22381.81 utterances.], batch size: 374, lr: 4.70e-04
2022-08-24 08:30:46,915 INFO [train.py:927] (7/8) Epoch 7, batch 16300, giga_loss[loss=0.2489, simple_loss=0.3301, pruned_loss=0.08389, over 12461.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03023, over 55.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3243, pruned_loss=0.08758, over 2475695.31 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07271, over 21014.80 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3077, pruned_loss=0.07724, over 2467695.80 frames. utt_duration=1275 frames, utt_pad_proportion=0.04897, over 7751.50 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3259, pruned_loss=0.08846, over 2476486.24 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07393, over 22197.32 utterances.], batch size: 55, lr: 4.70e-04
2022-08-24 08:32:33,876 INFO [train.py:927] (7/8) Epoch 7, batch 16350, giga_loss[loss=0.2464, simple_loss=0.3186, pruned_loss=0.08709, over 12252.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02976, over 42.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3238, pruned_loss=0.08787, over 2475675.44 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07449, over 20964.62 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3084, pruned_loss=0.07797, over 2467952.70 frames. utt_duration=1254 frames, utt_pad_proportion=0.05491, over 7878.83 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3248, pruned_loss=0.08806, over 2476215.73 frames. utt_duration=451.2 frames, utt_pad_proportion=0.0736, over 22022.05 utterances.], batch size: 42, lr: 4.70e-04
2022-08-24 08:34:21,443 INFO [train.py:927] (7/8) Epoch 7, batch 16400, giga_loss[loss=0.251, simple_loss=0.3211, pruned_loss=0.09047, over 12397.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04056, over 133.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3224, pruned_loss=0.08701, over 2476084.82 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07807, over 21294.78 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3088, pruned_loss=0.07782, over 2468312.59 frames. utt_duration=1257 frames, utt_pad_proportion=0.05429, over 7864.31 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3232, pruned_loss=0.08762, over 2476437.72 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07761, over 22597.91 utterances.], batch size: 133, lr: 4.70e-04
2022-08-24 08:36:06,267 INFO [train.py:927] (7/8) Epoch 7, batch 16450, libri_loss[loss=0.2009, simple_loss=0.2749, pruned_loss=0.06346, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008288, over 30.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3207, pruned_loss=0.08647, over 2475422.75 frames. utt_duration=466.7 frames, utt_pad_proportion=0.08195, over 21283.06 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3082, pruned_loss=0.07756, over 2468086.94 frames. utt_duration=1261 frames, utt_pad_proportion=0.05323, over 7839.99 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3224, pruned_loss=0.08754, over 2476197.83 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08208, over 22870.86 utterances.], batch size: 30, lr: 4.70e-04
2022-08-24 08:37:52,479 INFO [train.py:927] (7/8) Epoch 7, batch 16500, giga_loss[loss=0.2348, simple_loss=0.3114, pruned_loss=0.0791, over 12472.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03451, over 43.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3205, pruned_loss=0.08655, over 2475078.29 frames. utt_duration=466 frames, utt_pad_proportion=0.0827, over 21313.70 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3084, pruned_loss=0.0777, over 2468199.19 frames. utt_duration=1257 frames, utt_pad_proportion=0.05361, over 7863.46 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3218, pruned_loss=0.08736, over 2475650.56 frames. utt_duration=438.4 frames, utt_pad_proportion=0.08279, over 22661.10 utterances.], batch size: 43, lr: 4.70e-04
2022-08-24 08:39:36,208 INFO [train.py:927] (7/8) Epoch 7, batch 16550, libri_loss[loss=0.2478, simple_loss=0.3279, pruned_loss=0.08388, over 12464.00 frames. utt_duration=960.4 frames, utt_pad_proportion=0.07205, over 52.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3216, pruned_loss=0.08786, over 2475231.12 frames. utt_duration=457.4 frames, utt_pad_proportion=0.08332, over 21715.41 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3083, pruned_loss=0.07758, over 2468471.22 frames. utt_duration=1247 frames, utt_pad_proportion=0.05678, over 7927.39 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3232, pruned_loss=0.08893, over 2475639.81 frames. utt_duration=428.7 frames, utt_pad_proportion=0.08268, over 23179.31 utterances.], batch size: 52, lr: 4.70e-04
2022-08-24 08:41:21,853 INFO [train.py:927] (7/8) Epoch 7, batch 16600, giga_loss[loss=0.2611, simple_loss=0.3245, pruned_loss=0.0988, over 12472.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03513, over 43.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3223, pruned_loss=0.08914, over 2475384.78 frames. utt_duration=453.4 frames, utt_pad_proportion=0.0823, over 21908.98 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3081, pruned_loss=0.07755, over 2468326.49 frames. utt_duration=1250 frames, utt_pad_proportion=0.05605, over 7907.75 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3243, pruned_loss=0.0904, over 2476038.15 frames. utt_duration=421.9 frames, utt_pad_proportion=0.08235, over 23558.29 utterances.], batch size: 43, lr: 4.70e-04
2022-08-24 08:43:04,891 INFO [train.py:927] (7/8) Epoch 7, batch 16650, giga_loss[loss=0.2277, simple_loss=0.3103, pruned_loss=0.07256, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04522, over 31.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3236, pruned_loss=0.08955, over 2474494.50 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07933, over 21372.10 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.308, pruned_loss=0.07758, over 2468319.14 frames. utt_duration=1252 frames, utt_pad_proportion=0.05561, over 7897.70 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3253, pruned_loss=0.09062, over 2475075.60 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07976, over 22803.45 utterances.], batch size: 31, lr: 4.70e-04
2022-08-24 08:44:50,176 INFO [train.py:927] (7/8) Epoch 7, batch 16700, giga_loss[loss=0.2502, simple_loss=0.3286, pruned_loss=0.08595, over 12377.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02783, over 70.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3246, pruned_loss=0.0906, over 2474495.77 frames. utt_duration=459.2 frames, utt_pad_proportion=0.08192, over 21625.41 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3087, pruned_loss=0.07801, over 2468349.20 frames. utt_duration=1237 frames, utt_pad_proportion=0.06037, over 7992.22 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3258, pruned_loss=0.09144, over 2475118.19 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08116, over 23081.66 utterances.], batch size: 70, lr: 4.70e-04
2022-08-24 08:46:32,935 INFO [train.py:927] (7/8) Epoch 7, batch 16750, giga_loss[loss=0.2314, simple_loss=0.3144, pruned_loss=0.07422, over 12314.00 frames. utt_duration=850.6 frames, utt_pad_proportion=0.03566, over 58.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.325, pruned_loss=0.09125, over 2474399.97 frames. utt_duration=466.3 frames, utt_pad_proportion=0.08163, over 21292.91 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3084, pruned_loss=0.07799, over 2468556.85 frames. utt_duration=1238 frames, utt_pad_proportion=0.05928, over 7987.13 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.327, pruned_loss=0.09248, over 2474942.91 frames. utt_duration=431.3 frames, utt_pad_proportion=0.08168, over 23032.31 utterances.], batch size: 58, lr: 4.70e-04
2022-08-24 08:48:16,022 INFO [train.py:927] (7/8) Epoch 7, batch 16800, giga_loss[loss=0.2623, simple_loss=0.3353, pruned_loss=0.09466, over 12445.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03491, over 123.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3261, pruned_loss=0.09091, over 2474239.91 frames. utt_duration=470.4 frames, utt_pad_proportion=0.08037, over 21107.01 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3081, pruned_loss=0.07785, over 2468391.91 frames. utt_duration=1243 frames, utt_pad_proportion=0.05823, over 7950.73 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3283, pruned_loss=0.09233, over 2474944.86 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08095, over 22819.82 utterances.], batch size: 123, lr: 4.70e-04
2022-08-24 08:50:00,291 INFO [train.py:927] (7/8) Epoch 7, batch 16850, giga_loss[loss=0.3037, simple_loss=0.3472, pruned_loss=0.1301, over 12363.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2052, over 370.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3258, pruned_loss=0.09075, over 2473761.87 frames. utt_duration=462.1 frames, utt_pad_proportion=0.08337, over 21483.52 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3085, pruned_loss=0.07823, over 2468191.35 frames. utt_duration=1234 frames, utt_pad_proportion=0.06114, over 8008.23 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3277, pruned_loss=0.09193, over 2474690.42 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08297, over 23222.29 utterances.], batch size: 370, lr: 4.69e-04
2022-08-24 08:51:43,781 INFO [train.py:927] (7/8) Epoch 7, batch 16900, giga_loss[loss=0.2942, simple_loss=0.3359, pruned_loss=0.1262, over 12326.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 368.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3257, pruned_loss=0.09035, over 2473290.46 frames. utt_duration=458.7 frames, utt_pad_proportion=0.08289, over 21635.88 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3086, pruned_loss=0.07827, over 2468275.63 frames. utt_duration=1232 frames, utt_pad_proportion=0.06103, over 8025.17 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3274, pruned_loss=0.09147, over 2474048.70 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08277, over 23243.89 utterances.], batch size: 368, lr: 4.69e-04
2022-08-24 08:53:32,439 INFO [train.py:927] (7/8) Epoch 7, batch 16950, giga_loss[loss=0.2504, simple_loss=0.3202, pruned_loss=0.09036, over 12334.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03093, over 91.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3267, pruned_loss=0.09163, over 2473932.12 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08136, over 21984.13 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3091, pruned_loss=0.07854, over 2468363.76 frames. utt_duration=1217 frames, utt_pad_proportion=0.06547, over 8121.36 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.328, pruned_loss=0.09249, over 2474544.95 frames. utt_duration=424.2 frames, utt_pad_proportion=0.08013, over 23415.32 utterances.], batch size: 91, lr: 4.69e-04
2022-08-24 08:55:19,963 INFO [train.py:927] (7/8) Epoch 7, batch 17000, giga_loss[loss=0.2677, simple_loss=0.344, pruned_loss=0.09574, over 12449.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3275, pruned_loss=0.09257, over 2473873.40 frames. utt_duration=451 frames, utt_pad_proportion=0.07827, over 22012.14 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.309, pruned_loss=0.07864, over 2468189.49 frames. utt_duration=1221 frames, utt_pad_proportion=0.06479, over 8093.65 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3288, pruned_loss=0.09334, over 2474578.83 frames. utt_duration=425.6 frames, utt_pad_proportion=0.0777, over 23337.97 utterances.], batch size: 75, lr: 4.69e-04
2022-08-24 08:57:03,624 INFO [train.py:927] (7/8) Epoch 7, batch 17050, giga_loss[loss=0.2405, simple_loss=0.3184, pruned_loss=0.08134, over 12376.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05299, over 161.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3285, pruned_loss=0.0934, over 2474046.16 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08189, over 22471.39 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3089, pruned_loss=0.07855, over 2468353.92 frames. utt_duration=1228 frames, utt_pad_proportion=0.06342, over 8049.40 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3301, pruned_loss=0.09447, over 2474622.43 frames. utt_duration=414.8 frames, utt_pad_proportion=0.08176, over 23947.85 utterances.], batch size: 161, lr: 4.69e-04
2022-08-24 08:58:49,099 INFO [train.py:927] (7/8) Epoch 7, batch 17100, giga_loss[loss=0.2243, simple_loss=0.3142, pruned_loss=0.06718, over 12336.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3263, pruned_loss=0.09145, over 2473768.80 frames. utt_duration=450.3 frames, utt_pad_proportion=0.08156, over 22047.29 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3085, pruned_loss=0.07829, over 2468082.83 frames. utt_duration=1232 frames, utt_pad_proportion=0.06229, over 8021.55 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3284, pruned_loss=0.09285, over 2474594.34 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08196, over 23575.88 utterances.], batch size: 62, lr: 4.69e-04
2022-08-24 09:00:35,087 INFO [train.py:927] (7/8) Epoch 7, batch 17150, giga_loss[loss=0.2472, simple_loss=0.3207, pruned_loss=0.0868, over 12383.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06454, over 183.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.326, pruned_loss=0.09114, over 2473377.96 frames. utt_duration=440.2 frames, utt_pad_proportion=0.08289, over 22552.40 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3082, pruned_loss=0.07818, over 2467961.26 frames. utt_duration=1234 frames, utt_pad_proportion=0.06162, over 8009.24 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3281, pruned_loss=0.0925, over 2474211.55 frames. utt_duration=414.7 frames, utt_pad_proportion=0.08339, over 23950.39 utterances.], batch size: 183, lr: 4.69e-04
2022-08-24 09:02:19,673 INFO [train.py:927] (7/8) Epoch 7, batch 17200, giga_loss[loss=0.2213, simple_loss=0.2995, pruned_loss=0.07157, over 12367.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03582, over 122.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.325, pruned_loss=0.09092, over 2473382.64 frames. utt_duration=442.9 frames, utt_pad_proportion=0.08226, over 22410.18 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3084, pruned_loss=0.07826, over 2468144.37 frames. utt_duration=1237 frames, utt_pad_proportion=0.06091, over 7992.20 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3268, pruned_loss=0.0921, over 2473951.06 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08297, over 23714.37 utterances.], batch size: 122, lr: 4.69e-04
2022-08-24 09:04:06,888 INFO [train.py:927] (7/8) Epoch 7, batch 17250, libri_loss[loss=0.2773, simple_loss=0.3696, pruned_loss=0.09252, over 12149.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005784, over 35.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3221, pruned_loss=0.08982, over 2473045.22 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08043, over 21626.29 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.309, pruned_loss=0.07846, over 2467712.94 frames. utt_duration=1236 frames, utt_pad_proportion=0.0604, over 7996.56 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3232, pruned_loss=0.09088, over 2474024.44 frames. utt_duration=430.9 frames, utt_pad_proportion=0.08147, over 23045.39 utterances.], batch size: 35, lr: 4.69e-04
2022-08-24 09:05:51,183 INFO [train.py:927] (7/8) Epoch 7, batch 17300, giga_loss[loss=0.2124, simple_loss=0.2993, pruned_loss=0.06275, over 12261.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02802, over 54.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3204, pruned_loss=0.08882, over 2473705.78 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07758, over 21326.16 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3091, pruned_loss=0.0786, over 2468066.05 frames. utt_duration=1239 frames, utt_pad_proportion=0.0595, over 7979.77 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3215, pruned_loss=0.08975, over 2474263.37 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07897, over 22710.33 utterances.], batch size: 54, lr: 4.69e-04
2022-08-24 09:07:36,206 INFO [train.py:927] (7/8) Epoch 7, batch 17350, giga_loss[loss=0.2295, simple_loss=0.3034, pruned_loss=0.07781, over 12397.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09958, over 257.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3194, pruned_loss=0.0862, over 2473660.67 frames. utt_duration=461 frames, utt_pad_proportion=0.07729, over 21532.66 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3095, pruned_loss=0.07899, over 2468058.31 frames. utt_duration=1227 frames, utt_pad_proportion=0.06327, over 8054.62 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3203, pruned_loss=0.08691, over 2474283.39 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07752, over 22978.68 utterances.], batch size: 257, lr: 4.69e-04
2022-08-24 09:09:20,806 INFO [train.py:927] (7/8) Epoch 7, batch 17400, giga_loss[loss=0.2242, simple_loss=0.3038, pruned_loss=0.07234, over 12455.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03233, over 86.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3177, pruned_loss=0.08252, over 2474910.51 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07247, over 22360.90 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3097, pruned_loss=0.07911, over 2468151.02 frames. utt_duration=1227 frames, utt_pad_proportion=0.06301, over 8053.35 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3182, pruned_loss=0.08299, over 2475340.55 frames. utt_duration=421.7 frames, utt_pad_proportion=0.07297, over 23559.30 utterances.], batch size: 86, lr: 4.69e-04
2022-08-24 09:11:03,166 INFO [train.py:927] (7/8) Epoch 7, batch 17450, giga_loss[loss=0.2233, simple_loss=0.3079, pruned_loss=0.0693, over 12409.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07248, over 212.00 utterances.], tot_loss[loss=0.238, simple_loss=0.316, pruned_loss=0.07999, over 2475873.70 frames. utt_duration=436.3 frames, utt_pad_proportion=0.0712, over 22776.37 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.31, pruned_loss=0.07941, over 2468221.29 frames. utt_duration=1230 frames, utt_pad_proportion=0.06191, over 8036.27 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3164, pruned_loss=0.08012, over 2476326.51 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07207, over 24091.09 utterances.], batch size: 212, lr: 4.69e-04
2022-08-24 09:12:48,377 INFO [train.py:927] (7/8) Epoch 7, batch 17500, giga_loss[loss=0.2079, simple_loss=0.3034, pruned_loss=0.05622, over 12368.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.0323, over 62.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3154, pruned_loss=0.07847, over 2475748.86 frames. utt_duration=422.7 frames, utt_pad_proportion=0.07291, over 23511.24 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3097, pruned_loss=0.07911, over 2468153.17 frames. utt_duration=1232 frames, utt_pad_proportion=0.06105, over 8025.25 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3161, pruned_loss=0.07884, over 2476372.87 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07379, over 24908.34 utterances.], batch size: 62, lr: 4.69e-04
2022-08-24 09:14:30,229 INFO [train.py:927] (7/8) Epoch 7, batch 17550, giga_loss[loss=0.206, simple_loss=0.2925, pruned_loss=0.05972, over 12434.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03821, over 105.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3134, pruned_loss=0.0764, over 2476550.45 frames. utt_duration=411.9 frames, utt_pad_proportion=0.07035, over 24136.24 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3097, pruned_loss=0.07904, over 2468259.04 frames. utt_duration=1232 frames, utt_pad_proportion=0.06061, over 8024.97 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3139, pruned_loss=0.07674, over 2477060.50 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07131, over 25461.95 utterances.], batch size: 105, lr: 4.69e-04
2022-08-24 09:16:16,197 INFO [train.py:927] (7/8) Epoch 7, batch 17600, giga_loss[loss=0.2005, simple_loss=0.2884, pruned_loss=0.05631, over 12302.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03679, over 51.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3118, pruned_loss=0.07465, over 2476935.98 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06935, over 24219.59 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3101, pruned_loss=0.07929, over 2468194.18 frames. utt_duration=1232 frames, utt_pad_proportion=0.06021, over 8023.75 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3119, pruned_loss=0.07467, over 2477467.72 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07028, over 25397.78 utterances.], batch size: 51, lr: 4.68e-04
2022-08-24 09:17:59,893 INFO [train.py:927] (7/8) Epoch 7, batch 17650, giga_loss[loss=0.21, simple_loss=0.2883, pruned_loss=0.06585, over 12396.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.309, pruned_loss=0.07232, over 2476534.03 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07253, over 24930.89 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3097, pruned_loss=0.07906, over 2467820.42 frames. utt_duration=1237 frames, utt_pad_proportion=0.05923, over 7986.58 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3095, pruned_loss=0.07243, over 2477503.72 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07351, over 26296.26 utterances.], batch size: 258, lr: 4.68e-04
2022-08-24 09:19:47,641 INFO [train.py:927] (7/8) Epoch 7, batch 17700, giga_loss[loss=0.2257, simple_loss=0.3093, pruned_loss=0.0711, over 12375.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05283, over 161.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3041, pruned_loss=0.06899, over 2476753.37 frames. utt_duration=394.7 frames, utt_pad_proportion=0.07346, over 25194.64 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3096, pruned_loss=0.07901, over 2467914.64 frames. utt_duration=1240 frames, utt_pad_proportion=0.05878, over 7973.75 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3045, pruned_loss=0.06903, over 2477510.91 frames. utt_duration=376.3 frames, utt_pad_proportion=0.07434, over 26436.21 utterances.], batch size: 161, lr: 4.68e-04
2022-08-24 09:21:33,194 INFO [train.py:927] (7/8) Epoch 7, batch 17750, giga_loss[loss=0.2052, simple_loss=0.297, pruned_loss=0.0567, over 12453.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03577, over 86.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3073, pruned_loss=0.06909, over 2476601.73 frames. utt_duration=392.7 frames, utt_pad_proportion=0.0745, over 25317.80 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3136, pruned_loss=0.07901, over 2467975.87 frames. utt_duration=1236 frames, utt_pad_proportion=0.05944, over 7997.70 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3037, pruned_loss=0.06887, over 2477312.49 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07505, over 26655.53 utterances.], batch size: 86, lr: 4.68e-04
2022-08-24 09:23:30,126 INFO [train.py:927] (7/8) Epoch 7, batch 17800, giga_loss[loss=0.233, simple_loss=0.3214, pruned_loss=0.07235, over 12373.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04243, over 133.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3089, pruned_loss=0.06929, over 2477402.25 frames. utt_duration=388.8 frames, utt_pad_proportion=0.07482, over 25579.34 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3141, pruned_loss=0.07911, over 2468225.82 frames. utt_duration=1236 frames, utt_pad_proportion=0.05885, over 7997.68 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3057, pruned_loss=0.06891, over 2477865.99 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07543, over 26852.17 utterances.], batch size: 133, lr: 4.68e-04
2022-08-24 09:25:37,798 INFO [train.py:927] (7/8) Epoch 7, batch 17850, giga_loss[loss=0.2119, simple_loss=0.3051, pruned_loss=0.0593, over 12396.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04451, over 146.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3057, pruned_loss=0.06748, over 2477179.27 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07295, over 24972.74 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3137, pruned_loss=0.07905, over 2468383.71 frames. utt_duration=1237 frames, utt_pad_proportion=0.05858, over 7991.84 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3033, pruned_loss=0.06708, over 2477529.44 frames. utt_duration=379.5 frames, utt_pad_proportion=0.07364, over 26210.97 utterances.], batch size: 146, lr: 4.68e-04
2022-08-24 09:27:46,998 INFO [train.py:927] (7/8) Epoch 7, batch 17900, giga_loss[loss=0.2175, simple_loss=0.3192, pruned_loss=0.05792, over 12346.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02903, over 66.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.303, pruned_loss=0.06577, over 2477088.45 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07457, over 25471.59 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3132, pruned_loss=0.07898, over 2467982.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.05783, over 7974.20 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3012, pruned_loss=0.06521, over 2477937.81 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07535, over 26924.92 utterances.], batch size: 66, lr: 4.68e-04
2022-08-24 09:29:51,427 INFO [train.py:927] (7/8) Epoch 7, batch 17950, giga_loss[loss=0.2246, simple_loss=0.307, pruned_loss=0.07105, over 12400.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03404, over 113.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3001, pruned_loss=0.06491, over 2477173.93 frames. utt_duration=396.4 frames, utt_pad_proportion=0.07296, over 25083.51 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3128, pruned_loss=0.07878, over 2468052.02 frames. utt_duration=1241 frames, utt_pad_proportion=0.05745, over 7965.91 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2988, pruned_loss=0.06428, over 2478028.68 frames. utt_duration=372.4 frames, utt_pad_proportion=0.07393, over 26714.38 utterances.], batch size: 113, lr: 4.68e-04
2022-08-24 09:31:46,257 INFO [train.py:927] (7/8) Epoch 7, batch 18000, libri_loss[loss=0.2427, simple_loss=0.3248, pruned_loss=0.08033, over 12319.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.06451, over 51.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3002, pruned_loss=0.06565, over 2477612.42 frames. utt_duration=400.9 frames, utt_pad_proportion=0.0704, over 24803.53 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3128, pruned_loss=0.07897, over 2468320.80 frames. utt_duration=1243 frames, utt_pad_proportion=0.05656, over 7955.28 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2987, pruned_loss=0.06458, over 2478317.54 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07168, over 26586.46 utterances.], batch size: 51, lr: 4.68e-04
2022-08-24 09:31:46,257 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 09:32:01,612 INFO [train.py:967] (7/8) 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 09:34:13,435 INFO [train.py:927] (7/8) Epoch 7, batch 18050, giga_loss[loss=0.1976, simple_loss=0.2941, pruned_loss=0.0505, over 12384.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05519, over 181.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3005, pruned_loss=0.06509, over 2478133.48 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07132, over 24407.12 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3131, pruned_loss=0.07932, over 2468778.74 frames. utt_duration=1214 frames, utt_pad_proportion=0.06581, over 8143.81 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2987, pruned_loss=0.06354, over 2478532.81 frames. utt_duration=381 frames, utt_pad_proportion=0.06985, over 26112.49 utterances.], batch size: 181, lr: 4.68e-04
2022-08-24 09:36:22,614 INFO [train.py:927] (7/8) Epoch 7, batch 18100, giga_loss[loss=0.206, simple_loss=0.2929, pruned_loss=0.05954, over 12405.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.0296, over 97.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2991, pruned_loss=0.06451, over 2477306.56 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06785, over 23876.74 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3131, pruned_loss=0.07948, over 2468428.75 frames. utt_duration=1216 frames, utt_pad_proportion=0.06499, over 8127.41 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2974, pruned_loss=0.06278, over 2478161.59 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06713, over 25625.29 utterances.], batch size: 97, lr: 4.68e-04
2022-08-24 09:38:27,105 INFO [train.py:927] (7/8) Epoch 7, batch 18150, giga_loss[loss=0.2311, simple_loss=0.3214, pruned_loss=0.07037, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04137, over 133.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3018, pruned_loss=0.06429, over 2477248.89 frames. utt_duration=400.3 frames, utt_pad_proportion=0.0693, over 24829.43 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3128, pruned_loss=0.0794, over 2468129.17 frames. utt_duration=1219 frames, utt_pad_proportion=0.06456, over 8108.19 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.3006, pruned_loss=0.06287, over 2478266.69 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0688, over 26364.06 utterances.], batch size: 133, lr: 4.68e-04
2022-08-24 09:40:33,185 INFO [train.py:927] (7/8) Epoch 7, batch 18200, libri_loss[loss=0.2404, simple_loss=0.318, pruned_loss=0.08135, over 12462.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008481, over 39.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.3024, pruned_loss=0.06322, over 2477699.02 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06547, over 23967.15 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3129, pruned_loss=0.07955, over 2468340.39 frames. utt_duration=1218 frames, utt_pad_proportion=0.06434, over 8116.12 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.3012, pruned_loss=0.06165, over 2478475.72 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06534, over 25481.91 utterances.], batch size: 39, lr: 4.68e-04
2022-08-24 09:42:37,403 INFO [train.py:927] (7/8) Epoch 7, batch 18250, giga_loss[loss=0.2108, simple_loss=0.2909, pruned_loss=0.06537, over 12368.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02883, over 91.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3032, pruned_loss=0.06382, over 2477386.30 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06577, over 23837.73 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3137, pruned_loss=0.08, over 2468092.68 frames. utt_duration=1198 frames, utt_pad_proportion=0.07125, over 8247.82 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.3013, pruned_loss=0.06186, over 2478401.93 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06356, over 25205.74 utterances.], batch size: 91, lr: 4.68e-04
2022-08-24 09:45:11,619 INFO [train.py:927] (7/8) Epoch 7, batch 18300, giga_loss[loss=0.1834, simple_loss=0.2724, pruned_loss=0.04724, over 12405.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04066, over 133.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.302, pruned_loss=0.06364, over 2477607.04 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06496, over 23393.47 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3133, pruned_loss=0.07978, over 2468225.03 frames. utt_duration=1203 frames, utt_pad_proportion=0.06996, over 8217.93 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.3005, pruned_loss=0.06192, over 2478510.28 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06354, over 24845.06 utterances.], batch size: 133, lr: 4.68e-04
2022-08-24 09:47:19,872 INFO [train.py:927] (7/8) Epoch 7, batch 18350, giga_loss[loss=0.1635, simple_loss=0.2442, pruned_loss=0.04133, over 12373.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2082, over 371.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2984, pruned_loss=0.06192, over 2477796.97 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06398, over 23240.92 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3133, pruned_loss=0.0798, over 2468291.11 frames. utt_duration=1205 frames, utt_pad_proportion=0.06942, over 8206.79 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2972, pruned_loss=0.06039, over 2478536.59 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06304, over 24535.85 utterances.], batch size: 371, lr: 4.67e-04
2022-08-24 09:49:24,047 INFO [train.py:927] (7/8) Epoch 7, batch 18400, giga_loss[loss=0.2383, simple_loss=0.3267, pruned_loss=0.0749, over 12414.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.03072, over 122.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2983, pruned_loss=0.06157, over 2477626.84 frames. utt_duration=423.3 frames, utt_pad_proportion=0.0625, over 23480.43 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3132, pruned_loss=0.07979, over 2468124.99 frames. utt_duration=1208 frames, utt_pad_proportion=0.06867, over 8184.81 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2972, pruned_loss=0.06014, over 2478474.02 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06202, over 24709.63 utterances.], batch size: 122, lr: 4.67e-04
2022-08-24 09:51:30,743 INFO [train.py:927] (7/8) Epoch 7, batch 18450, giga_loss[loss=0.1763, simple_loss=0.2704, pruned_loss=0.04105, over 12336.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03257, over 62.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2986, pruned_loss=0.06226, over 2477724.28 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06149, over 23702.12 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3136, pruned_loss=0.07998, over 2468225.12 frames. utt_duration=1208 frames, utt_pad_proportion=0.06812, over 8183.97 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2972, pruned_loss=0.06081, over 2478390.45 frames. utt_duration=400.8 frames, utt_pad_proportion=0.0613, over 24807.18 utterances.], batch size: 62, lr: 4.67e-04
2022-08-24 09:53:34,463 INFO [train.py:927] (7/8) Epoch 7, batch 18500, giga_loss[loss=0.2076, simple_loss=0.2989, pruned_loss=0.05818, over 12405.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04983, over 34.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2984, pruned_loss=0.06328, over 2477394.96 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06559, over 24031.47 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3135, pruned_loss=0.08005, over 2468245.90 frames. utt_duration=1210 frames, utt_pad_proportion=0.06723, over 8169.40 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2971, pruned_loss=0.06176, over 2478078.69 frames. utt_duration=394.6 frames, utt_pad_proportion=0.0655, over 25193.30 utterances.], batch size: 34, lr: 4.67e-04
2022-08-24 09:55:56,853 INFO [train.py:927] (7/8) Epoch 7, batch 18550, giga_loss[loss=0.2004, simple_loss=0.2791, pruned_loss=0.06078, over 12381.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1821, over 359.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3014, pruned_loss=0.06385, over 2477303.19 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06394, over 23676.64 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3144, pruned_loss=0.08024, over 2468005.04 frames. utt_duration=1211 frames, utt_pad_proportion=0.06681, over 8162.81 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2993, pruned_loss=0.06226, over 2478203.26 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06404, over 24812.95 utterances.], batch size: 359, lr: 4.67e-04
2022-08-24 09:58:06,265 INFO [train.py:927] (7/8) Epoch 7, batch 18600, giga_loss[loss=0.1851, simple_loss=0.2619, pruned_loss=0.0542, over 12250.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02929, over 42.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2989, pruned_loss=0.06386, over 2477975.79 frames. utt_duration=421.8 frames, utt_pad_proportion=0.0652, over 23563.98 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3147, pruned_loss=0.08048, over 2468398.54 frames. utt_duration=1205 frames, utt_pad_proportion=0.06901, over 8206.52 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2966, pruned_loss=0.06188, over 2478652.79 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06459, over 24916.64 utterances.], batch size: 42, lr: 4.67e-04
2022-08-24 10:00:01,864 INFO [train.py:927] (7/8) Epoch 7, batch 18650, giga_loss[loss=0.2626, simple_loss=0.336, pruned_loss=0.09461, over 12410.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03829, over 105.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.296, pruned_loss=0.06343, over 2478131.08 frames. utt_duration=419 frames, utt_pad_proportion=0.06583, over 23723.55 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3154, pruned_loss=0.08121, over 2468340.77 frames. utt_duration=1196 frames, utt_pad_proportion=0.07141, over 8265.41 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2932, pruned_loss=0.06076, over 2478962.83 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06465, over 25168.38 utterances.], batch size: 105, lr: 4.67e-04
2022-08-24 10:01:58,055 INFO [train.py:927] (7/8) Epoch 7, batch 18700, giga_loss[loss=0.1726, simple_loss=0.2532, pruned_loss=0.04605, over 12391.00 frames. utt_duration=140 frames, utt_pad_proportion=0.1764, over 357.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2957, pruned_loss=0.0636, over 2477388.64 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06709, over 23905.64 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.315, pruned_loss=0.08117, over 2468088.16 frames. utt_duration=1201 frames, utt_pad_proportion=0.07013, over 8227.02 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2931, pruned_loss=0.06095, over 2478568.24 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06637, over 25581.63 utterances.], batch size: 357, lr: 4.67e-04
2022-08-24 10:04:01,908 INFO [train.py:927] (7/8) Epoch 7, batch 18750, giga_loss[loss=0.1946, simple_loss=0.2653, pruned_loss=0.06197, over 12369.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1942, over 364.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2942, pruned_loss=0.06244, over 2477858.79 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07162, over 25274.94 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3153, pruned_loss=0.08129, over 2468419.82 frames. utt_duration=1192 frames, utt_pad_proportion=0.07318, over 8294.67 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2917, pruned_loss=0.05998, over 2478628.80 frames. utt_duration=371.9 frames, utt_pad_proportion=0.0699, over 26747.13 utterances.], batch size: 364, lr: 4.67e-04
2022-08-24 10:06:17,674 INFO [train.py:927] (7/8) Epoch 7, batch 18800, libri_loss[loss=0.1958, simple_loss=0.2821, pruned_loss=0.05475, over 12219.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006821, over 31.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.294, pruned_loss=0.0617, over 2477718.42 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06724, over 24144.85 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3153, pruned_loss=0.08124, over 2468375.73 frames. utt_duration=1194 frames, utt_pad_proportion=0.07239, over 8280.90 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2916, pruned_loss=0.05943, over 2478555.69 frames. utt_duration=388 frames, utt_pad_proportion=0.06623, over 25628.34 utterances.], batch size: 31, lr: 4.67e-04
2022-08-24 10:08:18,980 INFO [train.py:927] (7/8) Epoch 7, batch 18850, giga_loss[loss=0.1852, simple_loss=0.274, pruned_loss=0.04818, over 12430.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03151, over 80.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2935, pruned_loss=0.06184, over 2478071.03 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06741, over 24659.50 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3154, pruned_loss=0.08125, over 2468407.45 frames. utt_duration=1196 frames, utt_pad_proportion=0.07184, over 8267.14 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2913, pruned_loss=0.05989, over 2478781.74 frames. utt_duration=383 frames, utt_pad_proportion=0.06675, over 25970.92 utterances.], batch size: 80, lr: 4.67e-04
2022-08-24 10:10:14,289 INFO [train.py:927] (7/8) Epoch 7, batch 18900, giga_loss[loss=0.2049, simple_loss=0.3004, pruned_loss=0.05468, over 12364.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2936, pruned_loss=0.06127, over 2478082.70 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06425, over 24745.59 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3154, pruned_loss=0.08132, over 2468342.07 frames. utt_duration=1194 frames, utt_pad_proportion=0.07156, over 8278.94 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2914, pruned_loss=0.05931, over 2478863.05 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06391, over 26055.49 utterances.], batch size: 97, lr: 4.67e-04
2022-08-24 10:12:09,288 INFO [train.py:927] (7/8) Epoch 7, batch 18950, giga_loss[loss=0.1944, simple_loss=0.2922, pruned_loss=0.04825, over 12393.00 frames. utt_duration=662.4 frames, utt_pad_proportion=0.03164, over 75.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2955, pruned_loss=0.06157, over 2477626.08 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06864, over 24797.85 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3155, pruned_loss=0.08147, over 2468462.73 frames. utt_duration=1172 frames, utt_pad_proportion=0.07905, over 8437.55 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2932, pruned_loss=0.05938, over 2478407.10 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06602, over 26144.29 utterances.], batch size: 75, lr: 4.67e-04
2022-08-24 10:14:09,236 INFO [train.py:927] (7/8) Epoch 7, batch 19000, giga_loss[loss=0.2101, simple_loss=0.3002, pruned_loss=0.05995, over 12429.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03865, over 133.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2954, pruned_loss=0.06137, over 2477644.40 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06722, over 24794.82 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3149, pruned_loss=0.0811, over 2468738.73 frames. utt_duration=1177 frames, utt_pad_proportion=0.07783, over 8399.16 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2936, pruned_loss=0.05949, over 2478206.45 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06549, over 26270.96 utterances.], batch size: 133, lr: 4.67e-04
2022-08-24 10:16:08,407 INFO [train.py:927] (7/8) Epoch 7, batch 19050, giga_loss[loss=0.2016, simple_loss=0.2875, pruned_loss=0.05784, over 12383.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03003, over 62.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2934, pruned_loss=0.06049, over 2477834.28 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06861, over 25267.38 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3145, pruned_loss=0.08103, over 2469070.97 frames. utt_duration=1183 frames, utt_pad_proportion=0.07629, over 8361.08 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2916, pruned_loss=0.05836, over 2478255.19 frames. utt_duration=367.8 frames, utt_pad_proportion=0.06756, over 27039.93 utterances.], batch size: 62, lr: 4.67e-04
2022-08-24 10:18:07,542 INFO [train.py:927] (7/8) Epoch 7, batch 19100, giga_loss[loss=0.2208, simple_loss=0.3026, pruned_loss=0.0695, over 12398.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09771, over 256.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2926, pruned_loss=0.06038, over 2477387.54 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06973, over 24826.84 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3144, pruned_loss=0.08101, over 2468977.44 frames. utt_duration=1183 frames, utt_pad_proportion=0.07568, over 8358.76 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.291, pruned_loss=0.05843, over 2477906.12 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06894, over 26448.67 utterances.], batch size: 256, lr: 4.67e-04
2022-08-24 10:20:05,883 INFO [train.py:927] (7/8) Epoch 7, batch 19150, giga_loss[loss=0.2149, simple_loss=0.2957, pruned_loss=0.06703, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03039, over 80.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2944, pruned_loss=0.06139, over 2477968.64 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06478, over 23794.76 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3143, pruned_loss=0.08104, over 2469177.04 frames. utt_duration=1185 frames, utt_pad_proportion=0.07396, over 8348.15 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2925, pruned_loss=0.05914, over 2478486.09 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06485, over 25635.50 utterances.], batch size: 80, lr: 4.66e-04
2022-08-24 10:22:01,980 INFO [train.py:927] (7/8) Epoch 7, batch 19200, giga_loss[loss=0.2098, simple_loss=0.3043, pruned_loss=0.05764, over 12339.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.0313, over 70.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2955, pruned_loss=0.06172, over 2477625.92 frames. utt_duration=420.3 frames, utt_pad_proportion=0.0646, over 23645.55 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3142, pruned_loss=0.08093, over 2468921.07 frames. utt_duration=1188 frames, utt_pad_proportion=0.07328, over 8325.09 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2939, pruned_loss=0.05977, over 2478404.42 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06486, over 25346.71 utterances.], batch size: 70, lr: 4.66e-04
2022-08-24 10:24:14,840 INFO [train.py:927] (7/8) Epoch 7, batch 19250, giga_loss[loss=0.1952, simple_loss=0.2797, pruned_loss=0.05532, over 12364.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03111, over 51.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2967, pruned_loss=0.06228, over 2477635.64 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06717, over 24231.98 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3137, pruned_loss=0.08077, over 2468735.58 frames. utt_duration=1193 frames, utt_pad_proportion=0.07158, over 8287.38 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2952, pruned_loss=0.06025, over 2478703.93 frames. utt_duration=380.6 frames, utt_pad_proportion=0.06766, over 26135.98 utterances.], batch size: 51, lr: 4.66e-04
2022-08-24 10:26:17,732 INFO [train.py:927] (7/8) Epoch 7, batch 19300, giga_loss[loss=0.2243, simple_loss=0.2991, pruned_loss=0.07473, over 12371.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1815, over 359.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2952, pruned_loss=0.06228, over 2477613.75 frames. utt_duration=393.8 frames, utt_pad_proportion=0.07253, over 25244.38 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3134, pruned_loss=0.08076, over 2468389.77 frames. utt_duration=1199 frames, utt_pad_proportion=0.07064, over 8242.98 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2941, pruned_loss=0.06036, over 2478937.71 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07283, over 27087.93 utterances.], batch size: 359, lr: 4.66e-04
2022-08-24 10:28:27,286 INFO [train.py:927] (7/8) Epoch 7, batch 19350, libri_loss[loss=0.2149, simple_loss=0.3099, pruned_loss=0.05995, over 12231.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005745, over 31.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2948, pruned_loss=0.06239, over 2477562.10 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07163, over 25344.04 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3134, pruned_loss=0.08064, over 2468155.49 frames. utt_duration=1202 frames, utt_pad_proportion=0.07018, over 8220.61 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2937, pruned_loss=0.06082, over 2478899.18 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07205, over 26968.69 utterances.], batch size: 31, lr: 4.66e-04
2022-08-24 10:30:27,637 INFO [train.py:927] (7/8) Epoch 7, batch 19400, giga_loss[loss=0.2136, simple_loss=0.3041, pruned_loss=0.06162, over 12456.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04774, over 162.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.294, pruned_loss=0.06188, over 2477348.89 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07289, over 25336.33 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3135, pruned_loss=0.08059, over 2468298.50 frames. utt_duration=1202 frames, utt_pad_proportion=0.06991, over 8225.97 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2927, pruned_loss=0.06035, over 2478421.74 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07326, over 26929.70 utterances.], batch size: 162, lr: 4.66e-04
2022-08-24 10:32:27,667 INFO [train.py:927] (7/8) Epoch 7, batch 19450, giga_loss[loss=0.2041, simple_loss=0.2981, pruned_loss=0.05508, over 12467.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.02406, over 80.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2944, pruned_loss=0.06036, over 2477486.85 frames. utt_duration=399 frames, utt_pad_proportion=0.07085, over 24910.86 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3135, pruned_loss=0.08047, over 2468195.74 frames. utt_duration=1206 frames, utt_pad_proportion=0.06916, over 8199.73 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2931, pruned_loss=0.059, over 2478550.16 frames. utt_duration=376.5 frames, utt_pad_proportion=0.07147, over 26418.79 utterances.], batch size: 80, lr: 4.66e-04
2022-08-24 10:34:22,716 INFO [train.py:927] (7/8) Epoch 7, batch 19500, giga_loss[loss=0.1861, simple_loss=0.2797, pruned_loss=0.04628, over 12340.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03053, over 70.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2952, pruned_loss=0.05977, over 2477745.38 frames. utt_duration=406.2 frames, utt_pad_proportion=0.0722, over 24472.73 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3139, pruned_loss=0.08077, over 2468453.20 frames. utt_duration=1195 frames, utt_pad_proportion=0.07243, over 8272.76 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2934, pruned_loss=0.05794, over 2478567.96 frames. utt_duration=383 frames, utt_pad_proportion=0.07165, over 25971.05 utterances.], batch size: 70, lr: 4.66e-04
2022-08-24 10:36:29,283 INFO [train.py:927] (7/8) Epoch 7, batch 19550, giga_loss[loss=0.1954, simple_loss=0.2899, pruned_loss=0.05044, over 12370.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.0471, over 146.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2952, pruned_loss=0.06014, over 2477973.61 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07171, over 24390.91 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3139, pruned_loss=0.08101, over 2468486.82 frames. utt_duration=1187 frames, utt_pad_proportion=0.07497, over 8329.89 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2933, pruned_loss=0.05791, over 2478836.73 frames. utt_duration=382.8 frames, utt_pad_proportion=0.07068, over 25983.56 utterances.], batch size: 146, lr: 4.66e-04
2022-08-24 10:38:43,454 INFO [train.py:927] (7/8) Epoch 7, batch 19600, giga_loss[loss=0.2172, simple_loss=0.3122, pruned_loss=0.06105, over 12371.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03869, over 113.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2967, pruned_loss=0.06043, over 2477898.26 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06698, over 23928.53 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3135, pruned_loss=0.08079, over 2468395.31 frames. utt_duration=1191 frames, utt_pad_proportion=0.07385, over 8303.13 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.295, pruned_loss=0.05818, over 2478968.97 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06669, over 25737.91 utterances.], batch size: 113, lr: 4.66e-04
2022-08-24 10:40:55,364 INFO [train.py:927] (7/8) Epoch 7, batch 19650, giga_loss[loss=0.2096, simple_loss=0.3113, pruned_loss=0.0539, over 12456.00 frames. utt_duration=409.2 frames, utt_pad_proportion=0.02582, over 122.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2991, pruned_loss=0.06125, over 2477463.65 frames. utt_duration=427.5 frames, utt_pad_proportion=0.06574, over 23247.34 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3135, pruned_loss=0.08087, over 2468696.71 frames. utt_duration=1190 frames, utt_pad_proportion=0.07302, over 8312.02 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2971, pruned_loss=0.05873, over 2478354.20 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06573, over 25176.65 utterances.], batch size: 122, lr: 4.66e-04
2022-08-24 10:43:18,591 INFO [train.py:927] (7/8) Epoch 7, batch 19700, giga_loss[loss=0.2109, simple_loss=0.2928, pruned_loss=0.06455, over 12414.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06628, over 212.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2977, pruned_loss=0.06075, over 2477503.77 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06782, over 23904.52 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3134, pruned_loss=0.08074, over 2468709.46 frames. utt_duration=1191 frames, utt_pad_proportion=0.07246, over 8298.93 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2961, pruned_loss=0.05871, over 2478270.18 frames. utt_duration=389 frames, utt_pad_proportion=0.06783, over 25559.71 utterances.], batch size: 212, lr: 4.66e-04
2022-08-24 10:45:26,912 INFO [train.py:927] (7/8) Epoch 7, batch 19750, giga_loss[loss=0.1961, simple_loss=0.2842, pruned_loss=0.05396, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02674, over 45.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2958, pruned_loss=0.05937, over 2477477.83 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06572, over 23095.28 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3134, pruned_loss=0.08069, over 2468794.17 frames. utt_duration=1192 frames, utt_pad_proportion=0.07162, over 8297.85 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2943, pruned_loss=0.05746, over 2478154.81 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06607, over 24674.82 utterances.], batch size: 45, lr: 4.66e-04
2022-08-24 10:47:26,700 INFO [train.py:927] (7/8) Epoch 7, batch 19800, giga_loss[loss=0.2558, simple_loss=0.3351, pruned_loss=0.0883, over 12449.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03543, over 105.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.297, pruned_loss=0.06033, over 2477674.72 frames. utt_duration=430.4 frames, utt_pad_proportion=0.06474, over 23091.74 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3133, pruned_loss=0.08061, over 2468644.05 frames. utt_duration=1194 frames, utt_pad_proportion=0.0711, over 8282.93 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2957, pruned_loss=0.05872, over 2478418.18 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0652, over 24480.04 utterances.], batch size: 105, lr: 4.66e-04
2022-08-24 10:49:22,134 INFO [train.py:927] (7/8) Epoch 7, batch 19850, giga_loss[loss=0.205, simple_loss=0.2904, pruned_loss=0.05982, over 12443.00 frames. utt_duration=542.3 frames, utt_pad_proportion=0.03327, over 92.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2977, pruned_loss=0.06101, over 2477026.00 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06746, over 23008.71 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3137, pruned_loss=0.08062, over 2468224.07 frames. utt_duration=1190 frames, utt_pad_proportion=0.07323, over 8305.26 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2958, pruned_loss=0.05909, over 2478259.14 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06702, over 24568.70 utterances.], batch size: 92, lr: 4.66e-04
2022-08-24 10:51:22,893 INFO [train.py:927] (7/8) Epoch 7, batch 19900, giga_loss[loss=0.2341, simple_loss=0.3069, pruned_loss=0.08064, over 12398.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07412, over 212.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.297, pruned_loss=0.06171, over 2477113.74 frames. utt_duration=418.2 frames, utt_pad_proportion=0.07169, over 23759.98 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3139, pruned_loss=0.08088, over 2468252.85 frames. utt_duration=1171 frames, utt_pad_proportion=0.07997, over 8442.02 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2948, pruned_loss=0.05938, over 2478319.53 frames. utt_duration=393.2 frames, utt_pad_proportion=0.0688, over 25290.66 utterances.], batch size: 212, lr: 4.65e-04
2022-08-24 10:53:04,836 INFO [train.py:927] (7/8) Epoch 7, batch 19950, giga_loss[loss=0.2563, simple_loss=0.3476, pruned_loss=0.08251, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02552, over 48.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3011, pruned_loss=0.06394, over 2476418.16 frames. utt_duration=434.4 frames, utt_pad_proportion=0.06845, over 22867.18 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3131, pruned_loss=0.08042, over 2467604.87 frames. utt_duration=1178 frames, utt_pad_proportion=0.07825, over 8387.54 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2997, pruned_loss=0.062, over 2478215.73 frames. utt_duration=405 frames, utt_pad_proportion=0.06674, over 24552.18 utterances.], batch size: 48, lr: 4.65e-04
2022-08-24 10:54:49,732 INFO [train.py:927] (7/8) Epoch 7, batch 20000, giga_loss[loss=0.2266, simple_loss=0.3045, pruned_loss=0.07431, over 12356.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02905, over 91.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3054, pruned_loss=0.06743, over 2475730.38 frames. utt_duration=431 frames, utt_pad_proportion=0.07181, over 23047.24 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3126, pruned_loss=0.08034, over 2467657.90 frames. utt_duration=1179 frames, utt_pad_proportion=0.07724, over 8380.36 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3044, pruned_loss=0.06556, over 2477327.20 frames. utt_duration=400.8 frames, utt_pad_proportion=0.07046, over 24803.47 utterances.], batch size: 91, lr: 4.65e-04
2022-08-24 10:56:31,687 INFO [train.py:927] (7/8) Epoch 7, batch 20050, giga_loss[loss=0.239, simple_loss=0.327, pruned_loss=0.07554, over 12426.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06184, over 183.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3008, pruned_loss=0.06603, over 2475471.05 frames. utt_duration=435 frames, utt_pad_proportion=0.07507, over 22831.20 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.313, pruned_loss=0.08061, over 2467752.22 frames. utt_duration=1182 frames, utt_pad_proportion=0.07636, over 8359.75 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2996, pruned_loss=0.06414, over 2476758.35 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07405, over 24433.26 utterances.], batch size: 183, lr: 4.65e-04
2022-08-24 10:58:15,008 INFO [train.py:927] (7/8) Epoch 7, batch 20100, giga_loss[loss=0.1942, simple_loss=0.2728, pruned_loss=0.05774, over 12325.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02586, over 48.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2944, pruned_loss=0.0642, over 2475209.02 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07357, over 22146.07 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3127, pruned_loss=0.08058, over 2467739.86 frames. utt_duration=1190 frames, utt_pad_proportion=0.07446, over 8307.16 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2932, pruned_loss=0.0622, over 2476502.14 frames. utt_duration=415.3 frames, utt_pad_proportion=0.0734, over 23931.89 utterances.], batch size: 48, lr: 4.65e-04
2022-08-24 10:59:56,511 INFO [train.py:927] (7/8) Epoch 7, batch 20150, giga_loss[loss=0.183, simple_loss=0.2645, pruned_loss=0.0508, over 12311.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03243, over 48.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2874, pruned_loss=0.06165, over 2475260.70 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06994, over 20823.51 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3119, pruned_loss=0.08012, over 2467274.71 frames. utt_duration=1198 frames, utt_pad_proportion=0.07242, over 8244.88 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2864, pruned_loss=0.05982, over 2477027.86 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07074, over 22813.67 utterances.], batch size: 48, lr: 4.65e-04
2022-08-24 11:01:39,851 INFO [train.py:927] (7/8) Epoch 7, batch 20200, giga_loss[loss=0.1757, simple_loss=0.2527, pruned_loss=0.04933, over 12417.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03177, over 80.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2825, pruned_loss=0.06018, over 2475392.54 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07156, over 20851.36 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3118, pruned_loss=0.08019, over 2467405.97 frames. utt_duration=1190 frames, utt_pad_proportion=0.07471, over 8301.36 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2812, pruned_loss=0.05822, over 2476881.21 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07132, over 22677.42 utterances.], batch size: 80, lr: 4.65e-04
2022-08-24 11:03:22,752 INFO [train.py:927] (7/8) Epoch 7, batch 20250, giga_loss[loss=0.1589, simple_loss=0.2314, pruned_loss=0.0432, over 12394.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03648, over 37.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2774, pruned_loss=0.05786, over 2474380.70 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06841, over 19887.02 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3116, pruned_loss=0.08015, over 2467458.93 frames. utt_duration=1192 frames, utt_pad_proportion=0.07414, over 8287.91 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2758, pruned_loss=0.05586, over 2475714.35 frames. utt_duration=459.3 frames, utt_pad_proportion=0.06862, over 21627.55 utterances.], batch size: 37, lr: 4.65e-04
2022-08-24 11:05:06,396 INFO [train.py:927] (7/8) Epoch 7, batch 20300, giga_loss[loss=0.1664, simple_loss=0.2439, pruned_loss=0.04444, over 12373.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1901, over 363.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2744, pruned_loss=0.05716, over 2473735.18 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06966, over 19310.01 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3123, pruned_loss=0.08061, over 2467490.80 frames. utt_duration=1187 frames, utt_pad_proportion=0.0761, over 8324.56 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2712, pruned_loss=0.05435, over 2475018.08 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06895, over 21090.71 utterances.], batch size: 363, lr: 4.65e-04
2022-08-24 11:06:51,149 INFO [train.py:927] (7/8) Epoch 7, batch 20350, giga_loss[loss=0.1675, simple_loss=0.2487, pruned_loss=0.04312, over 12359.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04007, over 145.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.269, pruned_loss=0.05488, over 2473406.71 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07342, over 19836.62 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3122, pruned_loss=0.08065, over 2467356.98 frames. utt_duration=1190 frames, utt_pad_proportion=0.07528, over 8303.77 utterances.], giga_tot_loss[loss=0.1853, simple_loss=0.2661, pruned_loss=0.05231, over 2474625.63 frames. utt_duration=464 frames, utt_pad_proportion=0.07282, over 21399.95 utterances.], batch size: 145, lr: 4.65e-04
2022-08-24 11:08:35,776 INFO [train.py:927] (7/8) Epoch 7, batch 20400, giga_loss[loss=0.2067, simple_loss=0.2851, pruned_loss=0.06413, over 12421.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03786, over 133.00 utterances.], tot_loss[loss=0.1858, simple_loss=0.2649, pruned_loss=0.05331, over 2473372.05 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07086, over 19394.60 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3119, pruned_loss=0.08051, over 2467006.31 frames. utt_duration=1195 frames, utt_pad_proportion=0.0742, over 8268.92 utterances.], giga_tot_loss[loss=0.1819, simple_loss=0.262, pruned_loss=0.05093, over 2474753.69 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07091, over 20871.37 utterances.], batch size: 133, lr: 4.65e-04
2022-08-24 11:10:19,241 INFO [train.py:927] (7/8) Epoch 7, batch 20450, giga_loss[loss=0.2447, simple_loss=0.3381, pruned_loss=0.07566, over 12369.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03173, over 62.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2742, pruned_loss=0.05798, over 2473399.31 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06577, over 19235.70 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3121, pruned_loss=0.08069, over 2466925.56 frames. utt_duration=1197 frames, utt_pad_proportion=0.0732, over 8255.77 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.271, pruned_loss=0.05549, over 2474658.96 frames. utt_duration=481.8 frames, utt_pad_proportion=0.06645, over 20606.07 utterances.], batch size: 62, lr: 4.65e-04
2022-08-24 11:12:02,895 INFO [train.py:927] (7/8) Epoch 7, batch 20500, giga_loss[loss=0.2331, simple_loss=0.3309, pruned_loss=0.0677, over 12410.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03779, over 113.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2859, pruned_loss=0.06345, over 2474105.39 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06213, over 18993.30 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3122, pruned_loss=0.08079, over 2466990.22 frames. utt_duration=1199 frames, utt_pad_proportion=0.07209, over 8241.71 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2827, pruned_loss=0.06103, over 2475176.45 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06323, over 20286.32 utterances.], batch size: 113, lr: 4.65e-04
2022-08-24 11:13:49,443 INFO [train.py:927] (7/8) Epoch 7, batch 20550, giga_loss[loss=0.2262, simple_loss=0.3185, pruned_loss=0.06699, over 12384.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.0645, over 183.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2911, pruned_loss=0.06493, over 2473426.19 frames. utt_duration=512.1 frames, utt_pad_proportion=0.0656, over 19374.91 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3121, pruned_loss=0.0807, over 2466873.50 frames. utt_duration=1201 frames, utt_pad_proportion=0.07141, over 8225.19 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2883, pruned_loss=0.06288, over 2474481.65 frames. utt_duration=483 frames, utt_pad_proportion=0.06646, over 20556.26 utterances.], batch size: 183, lr: 4.65e-04
2022-08-24 11:15:35,248 INFO [train.py:927] (7/8) Epoch 7, batch 20600, giga_loss[loss=0.2418, simple_loss=0.3096, pruned_loss=0.08698, over 12407.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.0399, over 40.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2941, pruned_loss=0.06626, over 2473569.59 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06991, over 19338.15 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3122, pruned_loss=0.08077, over 2467151.08 frames. utt_duration=1197 frames, utt_pad_proportion=0.07153, over 8252.32 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2915, pruned_loss=0.06431, over 2474272.75 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07029, over 20448.45 utterances.], batch size: 40, lr: 4.65e-04
2022-08-24 11:17:17,077 INFO [train.py:927] (7/8) Epoch 7, batch 20650, giga_loss[loss=0.2231, simple_loss=0.3104, pruned_loss=0.06789, over 12352.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02934, over 91.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2976, pruned_loss=0.06782, over 2472278.22 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06455, over 18101.60 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3114, pruned_loss=0.08032, over 2466626.43 frames. utt_duration=1204 frames, utt_pad_proportion=0.07051, over 8207.49 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2959, pruned_loss=0.06638, over 2473463.07 frames. utt_duration=515 frames, utt_pad_proportion=0.06552, over 19267.54 utterances.], batch size: 91, lr: 4.64e-04
2022-08-24 11:18:59,640 INFO [train.py:927] (7/8) Epoch 7, batch 20700, giga_loss[loss=0.2282, simple_loss=0.3154, pruned_loss=0.07048, over 12425.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03271, over 80.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3031, pruned_loss=0.07002, over 2473285.40 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06371, over 18482.68 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3113, pruned_loss=0.08042, over 2466602.52 frames. utt_duration=1209 frames, utt_pad_proportion=0.06946, over 8173.67 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3016, pruned_loss=0.06854, over 2474385.13 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06489, over 19667.22 utterances.], batch size: 80, lr: 4.64e-04
2022-08-24 11:20:42,233 INFO [train.py:927] (7/8) Epoch 7, batch 20750, giga_loss[loss=0.2408, simple_loss=0.3195, pruned_loss=0.08107, over 12368.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0604, over 182.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3058, pruned_loss=0.07039, over 2472787.86 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06032, over 17990.67 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3113, pruned_loss=0.08041, over 2466268.32 frames. utt_duration=1213 frames, utt_pad_proportion=0.06833, over 8144.60 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3044, pruned_loss=0.06899, over 2474099.93 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06183, over 19181.07 utterances.], batch size: 182, lr: 4.64e-04
2022-08-24 11:22:26,059 INFO [train.py:927] (7/8) Epoch 7, batch 20800, libri_loss[loss=0.2442, simple_loss=0.3167, pruned_loss=0.08584, over 12274.00 frames. utt_duration=964.2 frames, utt_pad_proportion=0.06755, over 51.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3069, pruned_loss=0.07003, over 2473399.00 frames. utt_duration=559.2 frames, utt_pad_proportion=0.05953, over 17738.86 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3118, pruned_loss=0.08073, over 2466320.80 frames. utt_duration=1211 frames, utt_pad_proportion=0.06775, over 8153.16 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3052, pruned_loss=0.06834, over 2474593.57 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06095, over 18954.66 utterances.], batch size: 51, lr: 4.64e-04
2022-08-24 11:24:09,838 INFO [train.py:927] (7/8) Epoch 7, batch 20850, giga_loss[loss=0.2082, simple_loss=0.3023, pruned_loss=0.05705, over 12284.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.0262, over 54.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3076, pruned_loss=0.07035, over 2473521.37 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05486, over 16910.57 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3117, pruned_loss=0.08058, over 2466512.24 frames. utt_duration=1215 frames, utt_pad_proportion=0.06644, over 8130.98 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3063, pruned_loss=0.06884, over 2474523.67 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05675, over 18152.64 utterances.], batch size: 54, lr: 4.64e-04
2022-08-24 11:25:54,036 INFO [train.py:927] (7/8) Epoch 7, batch 20900, giga_loss[loss=0.2174, simple_loss=0.2863, pruned_loss=0.07425, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03165, over 43.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.309, pruned_loss=0.0733, over 2472956.44 frames. utt_duration=591.5 frames, utt_pad_proportion=0.06191, over 16765.48 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3115, pruned_loss=0.08057, over 2466149.00 frames. utt_duration=1220 frames, utt_pad_proportion=0.06492, over 8096.49 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.308, pruned_loss=0.07189, over 2474277.74 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06352, over 18037.34 utterances.], batch size: 43, lr: 4.64e-04
2022-08-24 11:27:37,972 INFO [train.py:927] (7/8) Epoch 7, batch 20950, giga_loss[loss=0.2341, simple_loss=0.3171, pruned_loss=0.07558, over 12342.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03415, over 62.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.308, pruned_loss=0.07374, over 2473040.08 frames. utt_duration=574.7 frames, utt_pad_proportion=0.0669, over 17256.32 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3106, pruned_loss=0.0801, over 2466161.14 frames. utt_duration=1220 frames, utt_pad_proportion=0.06434, over 8092.44 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3078, pruned_loss=0.07279, over 2474330.13 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06801, over 18543.39 utterances.], batch size: 62, lr: 4.64e-04
2022-08-24 11:29:22,188 INFO [train.py:927] (7/8) Epoch 7, batch 21000, libri_loss[loss=0.2274, simple_loss=0.3098, pruned_loss=0.07253, over 12291.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005777, over 32.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3078, pruned_loss=0.07386, over 2472613.99 frames. utt_duration=566.6 frames, utt_pad_proportion=0.0683, over 17503.69 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3104, pruned_loss=0.07992, over 2465948.63 frames. utt_duration=1225 frames, utt_pad_proportion=0.06227, over 8064.35 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3078, pruned_loss=0.07298, over 2474171.00 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06999, over 19001.44 utterances.], batch size: 32, lr: 4.64e-04
2022-08-24 11:29:22,190 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 11:29:37,318 INFO [train.py:967] (7/8) 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 11:31:22,729 INFO [train.py:927] (7/8) Epoch 7, batch 21050, giga_loss[loss=0.1854, simple_loss=0.2723, pruned_loss=0.0492, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02759, over 45.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.306, pruned_loss=0.07237, over 2471953.14 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06398, over 17378.76 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3108, pruned_loss=0.0798, over 2466088.17 frames. utt_duration=1229 frames, utt_pad_proportion=0.06135, over 8037.25 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3056, pruned_loss=0.07165, over 2473171.90 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06602, over 18763.46 utterances.], batch size: 45, lr: 4.64e-04
2022-08-24 11:33:07,804 INFO [train.py:927] (7/8) Epoch 7, batch 21100, libri_loss[loss=0.3007, simple_loss=0.3659, pruned_loss=0.1178, over 12405.00 frames. utt_duration=411.5 frames, utt_pad_proportion=0.356, over 121.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3021, pruned_loss=0.07057, over 2472698.65 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06705, over 17691.77 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.311, pruned_loss=0.08005, over 2466346.41 frames. utt_duration=1218 frames, utt_pad_proportion=0.06489, over 8112.38 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3014, pruned_loss=0.06954, over 2473594.48 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06697, over 18978.45 utterances.], batch size: 121, lr: 4.64e-04
2022-08-24 11:34:53,303 INFO [train.py:927] (7/8) Epoch 7, batch 21150, giga_loss[loss=0.2215, simple_loss=0.2969, pruned_loss=0.07312, over 12179.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03335, over 39.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2991, pruned_loss=0.06945, over 2472968.62 frames. utt_duration=548.5 frames, utt_pad_proportion=0.07099, over 18082.20 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3112, pruned_loss=0.08021, over 2466461.68 frames. utt_duration=1188 frames, utt_pad_proportion=0.07471, over 8312.43 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2979, pruned_loss=0.06811, over 2473862.32 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06714, over 19322.29 utterances.], batch size: 39, lr: 4.64e-04
2022-08-24 11:36:37,236 INFO [train.py:927] (7/8) Epoch 7, batch 21200, giga_loss[loss=0.1955, simple_loss=0.2795, pruned_loss=0.05575, over 12349.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03265, over 51.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2987, pruned_loss=0.06909, over 2472487.52 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06693, over 17414.30 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3115, pruned_loss=0.08052, over 2466599.63 frames. utt_duration=1176 frames, utt_pad_proportion=0.07872, over 8401.90 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2974, pruned_loss=0.06765, over 2473110.96 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06224, over 18393.94 utterances.], batch size: 51, lr: 4.64e-04
2022-08-24 11:38:17,550 INFO [train.py:927] (7/8) Epoch 7, batch 21250, giga_loss[loss=0.2073, simple_loss=0.2815, pruned_loss=0.06657, over 12472.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.03985, over 34.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2962, pruned_loss=0.0686, over 2471938.97 frames. utt_duration=593.5 frames, utt_pad_proportion=0.06633, over 16702.68 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3114, pruned_loss=0.08066, over 2466353.63 frames. utt_duration=1174 frames, utt_pad_proportion=0.08046, over 8415.28 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2948, pruned_loss=0.0669, over 2472845.72 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06151, over 17793.42 utterances.], batch size: 34, lr: 4.64e-04
2022-08-24 11:40:00,831 INFO [train.py:927] (7/8) Epoch 7, batch 21300, giga_loss[loss=0.1898, simple_loss=0.2559, pruned_loss=0.06186, over 12424.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03902, over 40.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2929, pruned_loss=0.06665, over 2471972.81 frames. utt_duration=605.9 frames, utt_pad_proportion=0.06111, over 16361.02 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.312, pruned_loss=0.08077, over 2466351.49 frames. utt_duration=1173 frames, utt_pad_proportion=0.08032, over 8422.20 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.291, pruned_loss=0.06501, over 2472767.37 frames. utt_duration=572.3 frames, utt_pad_proportion=0.0574, over 17328.44 utterances.], batch size: 40, lr: 4.64e-04
2022-08-24 11:41:40,104 INFO [train.py:927] (7/8) Epoch 7, batch 21350, giga_loss[loss=0.1828, simple_loss=0.2591, pruned_loss=0.05322, over 12335.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02875, over 48.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.291, pruned_loss=0.06679, over 2472778.21 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05836, over 16643.63 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3117, pruned_loss=0.08083, over 2466427.57 frames. utt_duration=1177 frames, utt_pad_proportion=0.07907, over 8393.97 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2891, pruned_loss=0.06496, over 2473533.73 frames. utt_duration=560.4 frames, utt_pad_proportion=0.05583, over 17704.39 utterances.], batch size: 48, lr: 4.64e-04
2022-08-24 11:43:25,201 INFO [train.py:927] (7/8) Epoch 7, batch 21400, giga_loss[loss=0.1834, simple_loss=0.26, pruned_loss=0.05347, over 12355.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03323, over 62.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2868, pruned_loss=0.06475, over 2471659.17 frames. utt_duration=611.4 frames, utt_pad_proportion=0.05842, over 16209.56 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3119, pruned_loss=0.08097, over 2466381.11 frames. utt_duration=1169 frames, utt_pad_proportion=0.08195, over 8453.37 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2848, pruned_loss=0.06298, over 2472378.66 frames. utt_duration=579.4 frames, utt_pad_proportion=0.05496, over 17111.94 utterances.], batch size: 62, lr: 4.64e-04
2022-08-24 11:45:07,418 INFO [train.py:927] (7/8) Epoch 7, batch 21450, giga_loss[loss=0.1714, simple_loss=0.2549, pruned_loss=0.04395, over 12431.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03321, over 75.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2843, pruned_loss=0.06393, over 2471567.16 frames. utt_duration=607.9 frames, utt_pad_proportion=0.05781, over 16303.35 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3115, pruned_loss=0.08089, over 2466245.70 frames. utt_duration=1173 frames, utt_pad_proportion=0.08078, over 8419.48 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2826, pruned_loss=0.06231, over 2472351.26 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05549, over 17194.58 utterances.], batch size: 75, lr: 4.63e-04
2022-08-24 11:46:52,425 INFO [train.py:927] (7/8) Epoch 7, batch 21500, giga_loss[loss=0.1859, simple_loss=0.2667, pruned_loss=0.05256, over 12314.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03544, over 51.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2846, pruned_loss=0.06402, over 2471471.06 frames. utt_duration=636.4 frames, utt_pad_proportion=0.05458, over 15571.23 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3113, pruned_loss=0.08067, over 2466038.86 frames. utt_duration=1181 frames, utt_pad_proportion=0.07866, over 8366.30 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2825, pruned_loss=0.0623, over 2472509.03 frames. utt_duration=597.1 frames, utt_pad_proportion=0.0534, over 16605.58 utterances.], batch size: 51, lr: 4.63e-04
2022-08-24 11:48:36,972 INFO [train.py:927] (7/8) Epoch 7, batch 21550, giga_loss[loss=0.2684, simple_loss=0.3456, pruned_loss=0.09557, over 12371.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03558, over 122.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2908, pruned_loss=0.06699, over 2472060.23 frames. utt_duration=628.4 frames, utt_pad_proportion=0.05206, over 15773.01 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3117, pruned_loss=0.08052, over 2465924.69 frames. utt_duration=1182 frames, utt_pad_proportion=0.07778, over 8355.05 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2883, pruned_loss=0.06549, over 2473109.31 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05144, over 16738.08 utterances.], batch size: 122, lr: 4.63e-04
2022-08-24 11:50:18,576 INFO [train.py:927] (7/8) Epoch 7, batch 21600, giga_loss[loss=0.2243, simple_loss=0.305, pruned_loss=0.07173, over 12294.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03595, over 51.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2964, pruned_loss=0.06953, over 2472349.33 frames. utt_duration=613.7 frames, utt_pad_proportion=0.05281, over 16153.58 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3121, pruned_loss=0.08063, over 2466183.28 frames. utt_duration=1175 frames, utt_pad_proportion=0.08023, over 8408.36 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2935, pruned_loss=0.06787, over 2473131.62 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05079, over 17068.07 utterances.], batch size: 51, lr: 4.63e-04
2022-08-24 11:52:03,088 INFO [train.py:927] (7/8) Epoch 7, batch 21650, giga_loss[loss=0.2151, simple_loss=0.3045, pruned_loss=0.06279, over 12362.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03157, over 58.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3024, pruned_loss=0.07169, over 2472587.29 frames. utt_duration=616.2 frames, utt_pad_proportion=0.05109, over 16090.89 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3122, pruned_loss=0.08067, over 2466306.48 frames. utt_duration=1171 frames, utt_pad_proportion=0.0809, over 8438.90 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3, pruned_loss=0.07025, over 2473195.10 frames. utt_duration=587.2 frames, utt_pad_proportion=0.04907, over 16891.57 utterances.], batch size: 58, lr: 4.63e-04
2022-08-24 11:53:44,745 INFO [train.py:927] (7/8) Epoch 7, batch 21700, giga_loss[loss=0.199, simple_loss=0.2894, pruned_loss=0.05433, over 12384.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02699, over 91.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3044, pruned_loss=0.07205, over 2472437.59 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06002, over 17045.08 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.312, pruned_loss=0.08067, over 2465869.38 frames. utt_duration=1167 frames, utt_pad_proportion=0.08274, over 8463.82 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3024, pruned_loss=0.07063, over 2473514.33 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05705, over 17930.67 utterances.], batch size: 91, lr: 4.63e-04
2022-08-24 11:55:26,559 INFO [train.py:927] (7/8) Epoch 7, batch 21750, giga_loss[loss=0.2134, simple_loss=0.3017, pruned_loss=0.06257, over 12434.00 frames. utt_duration=905.8 frames, utt_pad_proportion=0.03226, over 55.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3031, pruned_loss=0.07018, over 2473286.57 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05974, over 16676.23 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3121, pruned_loss=0.0807, over 2466038.39 frames. utt_duration=1169 frames, utt_pad_proportion=0.08163, over 8445.79 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3013, pruned_loss=0.06885, over 2474113.71 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05763, over 17546.93 utterances.], batch size: 55, lr: 4.63e-04
2022-08-24 11:57:10,630 INFO [train.py:927] (7/8) Epoch 7, batch 21800, giga_loss[loss=0.2007, simple_loss=0.2822, pruned_loss=0.05959, over 12387.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.0473, over 31.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3054, pruned_loss=0.0715, over 2472880.09 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06231, over 17067.43 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3121, pruned_loss=0.0807, over 2466037.39 frames. utt_duration=1174 frames, utt_pad_proportion=0.08007, over 8414.91 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3037, pruned_loss=0.07021, over 2473704.26 frames. utt_duration=552 frames, utt_pad_proportion=0.06106, over 17974.58 utterances.], batch size: 31, lr: 4.63e-04
2022-08-24 11:58:55,430 INFO [train.py:927] (7/8) Epoch 7, batch 21850, giga_loss[loss=0.2228, simple_loss=0.3057, pruned_loss=0.06999, over 12401.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02602, over 70.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.309, pruned_loss=0.07337, over 2473551.86 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06921, over 18048.99 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.313, pruned_loss=0.08084, over 2466347.18 frames. utt_duration=1177 frames, utt_pad_proportion=0.07859, over 8390.87 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3068, pruned_loss=0.07201, over 2474098.07 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06843, over 19008.65 utterances.], batch size: 70, lr: 4.63e-04
2022-08-24 12:00:45,063 INFO [train.py:927] (7/8) Epoch 7, batch 21900, giga_loss[loss=0.231, simple_loss=0.3182, pruned_loss=0.07194, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02688, over 45.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3106, pruned_loss=0.07508, over 2473079.81 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06894, over 18637.76 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3128, pruned_loss=0.08075, over 2466484.20 frames. utt_duration=1183 frames, utt_pad_proportion=0.07714, over 8352.41 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3089, pruned_loss=0.07393, over 2473562.40 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06883, over 19655.05 utterances.], batch size: 45, lr: 4.63e-04
2022-08-24 12:02:26,013 INFO [train.py:927] (7/8) Epoch 7, batch 21950, giga_loss[loss=0.2442, simple_loss=0.3133, pruned_loss=0.08754, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02831, over 48.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.31, pruned_loss=0.07492, over 2472555.24 frames. utt_duration=563 frames, utt_pad_proportion=0.07021, over 17613.11 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3126, pruned_loss=0.08078, over 2466470.57 frames. utt_duration=1180 frames, utt_pad_proportion=0.07919, over 8374.75 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3087, pruned_loss=0.07375, over 2473173.87 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06914, over 18779.65 utterances.], batch size: 48, lr: 4.63e-04
2022-08-24 12:04:11,017 INFO [train.py:927] (7/8) Epoch 7, batch 22000, giga_loss[loss=0.2426, simple_loss=0.3277, pruned_loss=0.07877, over 12377.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02754, over 91.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3115, pruned_loss=0.0749, over 2471778.96 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06461, over 16792.89 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3126, pruned_loss=0.08082, over 2466502.57 frames. utt_duration=1182 frames, utt_pad_proportion=0.07863, over 8357.06 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3105, pruned_loss=0.0739, over 2472287.92 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06422, over 17800.18 utterances.], batch size: 91, lr: 4.63e-04
2022-08-24 12:05:54,211 INFO [train.py:927] (7/8) Epoch 7, batch 22050, giga_loss[loss=0.2743, simple_loss=0.3377, pruned_loss=0.1055, over 12390.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06366, over 183.00 utterances.], tot_loss[loss=0.229, simple_loss=0.31, pruned_loss=0.07403, over 2472048.83 frames. utt_duration=623 frames, utt_pad_proportion=0.06004, over 15909.39 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3122, pruned_loss=0.0805, over 2466902.08 frames. utt_duration=1190 frames, utt_pad_proportion=0.07631, over 8300.66 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3094, pruned_loss=0.07328, over 2472290.18 frames. utt_duration=580.7 frames, utt_pad_proportion=0.06077, over 17074.82 utterances.], batch size: 183, lr: 4.63e-04
2022-08-24 12:07:40,110 INFO [train.py:927] (7/8) Epoch 7, batch 22100, giga_loss[loss=0.1928, simple_loss=0.2828, pruned_loss=0.05136, over 12378.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04528, over 26.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3082, pruned_loss=0.07379, over 2472017.29 frames. utt_duration=624.6 frames, utt_pad_proportion=0.06178, over 15868.29 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3122, pruned_loss=0.08057, over 2467059.13 frames. utt_duration=1184 frames, utt_pad_proportion=0.07868, over 8347.69 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3078, pruned_loss=0.07301, over 2472159.90 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06108, over 16899.74 utterances.], batch size: 26, lr: 4.63e-04
2022-08-24 12:09:20,669 INFO [train.py:927] (7/8) Epoch 7, batch 22150, giga_loss[loss=0.2288, simple_loss=0.3009, pruned_loss=0.07836, over 12236.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03107, over 42.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3075, pruned_loss=0.07403, over 2471287.32 frames. utt_duration=653.6 frames, utt_pad_proportion=0.06039, over 15158.99 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3114, pruned_loss=0.08024, over 2466562.03 frames. utt_duration=1194 frames, utt_pad_proportion=0.07591, over 8273.46 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3077, pruned_loss=0.07336, over 2472136.11 frames. utt_duration=603.1 frames, utt_pad_proportion=0.06081, over 16437.20 utterances.], batch size: 42, lr: 4.63e-04
2022-08-24 12:11:04,481 INFO [train.py:927] (7/8) Epoch 7, batch 22200, giga_loss[loss=0.2324, simple_loss=0.3264, pruned_loss=0.06917, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03848, over 28.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.309, pruned_loss=0.07458, over 2471691.87 frames. utt_duration=634.2 frames, utt_pad_proportion=0.06377, over 15627.12 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.311, pruned_loss=0.08003, over 2466260.42 frames. utt_duration=1198 frames, utt_pad_proportion=0.07511, over 8247.48 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3094, pruned_loss=0.07416, over 2472712.22 frames. utt_duration=591.8 frames, utt_pad_proportion=0.06417, over 16756.43 utterances.], batch size: 28, lr: 4.62e-04
2022-08-24 12:12:45,505 INFO [train.py:927] (7/8) Epoch 7, batch 22250, giga_loss[loss=0.256, simple_loss=0.3351, pruned_loss=0.08844, over 12390.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02925, over 97.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3091, pruned_loss=0.07446, over 2471093.68 frames. utt_duration=637.1 frames, utt_pad_proportion=0.06284, over 15551.26 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.311, pruned_loss=0.07995, over 2466354.24 frames. utt_duration=1203 frames, utt_pad_proportion=0.07372, over 8210.71 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3093, pruned_loss=0.07407, over 2471943.30 frames. utt_duration=595.2 frames, utt_pad_proportion=0.06376, over 16655.21 utterances.], batch size: 97, lr: 4.62e-04
2022-08-24 12:14:30,171 INFO [train.py:927] (7/8) Epoch 7, batch 22300, giga_loss[loss=0.2179, simple_loss=0.2919, pruned_loss=0.07197, over 12371.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.03124, over 51.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3064, pruned_loss=0.07293, over 2470465.50 frames. utt_duration=641.8 frames, utt_pad_proportion=0.06268, over 15433.61 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3109, pruned_loss=0.07972, over 2466148.32 frames. utt_duration=1207 frames, utt_pad_proportion=0.07294, over 8182.69 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3067, pruned_loss=0.07275, over 2471393.73 frames. utt_duration=603.1 frames, utt_pad_proportion=0.06371, over 16430.85 utterances.], batch size: 51, lr: 4.62e-04
2022-08-24 12:16:11,196 INFO [train.py:927] (7/8) Epoch 7, batch 22350, giga_loss[loss=0.2328, simple_loss=0.315, pruned_loss=0.07537, over 12438.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03233, over 75.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3049, pruned_loss=0.07249, over 2470821.20 frames. utt_duration=626.4 frames, utt_pad_proportion=0.06395, over 15814.31 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3105, pruned_loss=0.07958, over 2466023.68 frames. utt_duration=1214 frames, utt_pad_proportion=0.07136, over 8135.88 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3053, pruned_loss=0.07226, over 2471777.64 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06531, over 16859.42 utterances.], batch size: 75, lr: 4.62e-04
2022-08-24 12:17:53,558 INFO [train.py:927] (7/8) Epoch 7, batch 22400, giga_loss[loss=0.2072, simple_loss=0.2801, pruned_loss=0.06721, over 12229.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02873, over 39.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3017, pruned_loss=0.07144, over 2471498.04 frames. utt_duration=621.6 frames, utt_pad_proportion=0.06699, over 15941.20 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3102, pruned_loss=0.07956, over 2466036.60 frames. utt_duration=1220 frames, utt_pad_proportion=0.07003, over 8097.90 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3021, pruned_loss=0.07111, over 2472385.25 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06847, over 16992.88 utterances.], batch size: 39, lr: 4.62e-04
2022-08-24 12:19:37,652 INFO [train.py:927] (7/8) Epoch 7, batch 22450, giga_loss[loss=0.2092, simple_loss=0.2887, pruned_loss=0.06488, over 12303.00 frames. utt_duration=912.5 frames, utt_pad_proportion=0.02507, over 54.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.2985, pruned_loss=0.06986, over 2472156.38 frames. utt_duration=649.2 frames, utt_pad_proportion=0.06171, over 15266.90 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3102, pruned_loss=0.07951, over 2465848.46 frames. utt_duration=1224 frames, utt_pad_proportion=0.06815, over 8068.77 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2986, pruned_loss=0.06933, over 2473245.33 frames. utt_duration=604.3 frames, utt_pad_proportion=0.06402, over 16411.15 utterances.], batch size: 54, lr: 4.62e-04
2022-08-24 12:21:17,600 INFO [train.py:927] (7/8) Epoch 7, batch 22500, giga_loss[loss=0.202, simple_loss=0.286, pruned_loss=0.05898, over 12345.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03398, over 62.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2976, pruned_loss=0.06941, over 2471758.84 frames. utt_duration=616.8 frames, utt_pad_proportion=0.06491, over 16067.83 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.31, pruned_loss=0.07936, over 2465976.51 frames. utt_duration=1228 frames, utt_pad_proportion=0.06671, over 8044.23 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2974, pruned_loss=0.06886, over 2472671.10 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06696, over 17199.49 utterances.], batch size: 62, lr: 4.62e-04
2022-08-24 12:22:59,694 INFO [train.py:927] (7/8) Epoch 7, batch 22550, giga_loss[loss=0.2317, simple_loss=0.2954, pruned_loss=0.08403, over 12448.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04364, over 31.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.2998, pruned_loss=0.07115, over 2472497.01 frames. utt_duration=578.8 frames, utt_pad_proportion=0.06992, over 17130.40 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3104, pruned_loss=0.07978, over 2465778.77 frames. utt_duration=1220 frames, utt_pad_proportion=0.06975, over 8093.09 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2991, pruned_loss=0.07011, over 2473564.45 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06994, over 18191.71 utterances.], batch size: 31, lr: 4.62e-04
2022-08-24 12:24:42,118 INFO [train.py:927] (7/8) Epoch 7, batch 22600, giga_loss[loss=0.2156, simple_loss=0.2959, pruned_loss=0.0676, over 12287.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02596, over 54.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3015, pruned_loss=0.07089, over 2472816.93 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06495, over 17672.13 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3107, pruned_loss=0.07993, over 2465536.75 frames. utt_duration=1218 frames, utt_pad_proportion=0.06972, over 8106.61 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3005, pruned_loss=0.06978, over 2473979.89 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06518, over 18622.68 utterances.], batch size: 54, lr: 4.62e-04
2022-08-24 12:26:23,200 INFO [train.py:927] (7/8) Epoch 7, batch 22650, giga_loss[loss=0.1724, simple_loss=0.2576, pruned_loss=0.04363, over 12456.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03485, over 43.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2997, pruned_loss=0.06915, over 2473293.33 frames. utt_duration=556 frames, utt_pad_proportion=0.06515, over 17841.28 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3102, pruned_loss=0.07981, over 2465249.44 frames. utt_duration=1220 frames, utt_pad_proportion=0.06912, over 8094.00 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2991, pruned_loss=0.06811, over 2474674.65 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06544, over 18874.85 utterances.], batch size: 43, lr: 4.62e-04
2022-08-24 12:28:07,759 INFO [train.py:927] (7/8) Epoch 7, batch 22700, giga_loss[loss=0.2429, simple_loss=0.3373, pruned_loss=0.07421, over 12357.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03167, over 97.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.2997, pruned_loss=0.06928, over 2472946.51 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06303, over 17761.27 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.31, pruned_loss=0.07973, over 2464956.48 frames. utt_duration=1214 frames, utt_pad_proportion=0.07213, over 8128.64 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2991, pruned_loss=0.06824, over 2474539.86 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06225, over 18833.08 utterances.], batch size: 97, lr: 4.62e-04
2022-08-24 12:29:49,885 INFO [train.py:927] (7/8) Epoch 7, batch 22750, giga_loss[loss=0.1923, simple_loss=0.2762, pruned_loss=0.05424, over 12174.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03361, over 36.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3013, pruned_loss=0.07018, over 2472884.64 frames. utt_duration=532.8 frames, utt_pad_proportion=0.07208, over 18618.24 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3103, pruned_loss=0.07991, over 2465215.42 frames. utt_duration=1215 frames, utt_pad_proportion=0.07114, over 8129.10 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3003, pruned_loss=0.06902, over 2474069.73 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07135, over 19644.08 utterances.], batch size: 36, lr: 4.62e-04
2022-08-24 12:31:31,206 INFO [train.py:927] (7/8) Epoch 7, batch 22800, giga_loss[loss=0.2035, simple_loss=0.2851, pruned_loss=0.06098, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0369, over 37.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3039, pruned_loss=0.07046, over 2472812.28 frames. utt_duration=563.3 frames, utt_pad_proportion=0.0662, over 17605.91 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3112, pruned_loss=0.0799, over 2465115.76 frames. utt_duration=1221 frames, utt_pad_proportion=0.06958, over 8088.81 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3021, pruned_loss=0.06929, over 2474048.20 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06649, over 18734.92 utterances.], batch size: 37, lr: 4.62e-04
2022-08-24 12:33:14,938 INFO [train.py:927] (7/8) Epoch 7, batch 22850, giga_loss[loss=0.223, simple_loss=0.3114, pruned_loss=0.06727, over 12350.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03255, over 97.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3048, pruned_loss=0.07094, over 2472785.81 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06807, over 17578.18 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3114, pruned_loss=0.08001, over 2465231.72 frames. utt_duration=1210 frames, utt_pad_proportion=0.07291, over 8158.88 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3032, pruned_loss=0.06973, over 2473779.21 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06685, over 18574.11 utterances.], batch size: 97, lr: 4.62e-04
2022-08-24 12:34:57,096 INFO [train.py:927] (7/8) Epoch 7, batch 22900, giga_loss[loss=0.1941, simple_loss=0.2727, pruned_loss=0.05774, over 12478.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.0374, over 31.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3041, pruned_loss=0.07068, over 2473067.40 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06268, over 17138.90 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3108, pruned_loss=0.07983, over 2465013.00 frames. utt_duration=1218 frames, utt_pad_proportion=0.07105, over 8108.00 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3031, pruned_loss=0.06959, over 2474299.72 frames. utt_duration=543 frames, utt_pad_proportion=0.06263, over 18277.74 utterances.], batch size: 31, lr: 4.62e-04
2022-08-24 12:36:37,901 INFO [train.py:927] (7/8) Epoch 7, batch 22950, giga_loss[loss=0.2455, simple_loss=0.3237, pruned_loss=0.0836, over 12384.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07425, over 212.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3013, pruned_loss=0.0697, over 2474357.01 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05992, over 17538.91 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3109, pruned_loss=0.08001, over 2465088.94 frames. utt_duration=1219 frames, utt_pad_proportion=0.07077, over 8101.46 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3004, pruned_loss=0.06867, over 2475293.39 frames. utt_duration=537.5 frames, utt_pad_proportion=0.0601, over 18472.51 utterances.], batch size: 212, lr: 4.62e-04
2022-08-24 12:38:20,873 INFO [train.py:927] (7/8) Epoch 7, batch 23000, libri_loss[loss=0.2293, simple_loss=0.3106, pruned_loss=0.07394, over 12470.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004426, over 35.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3014, pruned_loss=0.06889, over 2474806.82 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05926, over 17811.36 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3104, pruned_loss=0.07982, over 2465555.04 frames. utt_duration=1227 frames, utt_pad_proportion=0.06899, over 8050.67 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3008, pruned_loss=0.0679, over 2475412.81 frames. utt_duration=525 frames, utt_pad_proportion=0.06004, over 18914.72 utterances.], batch size: 35, lr: 4.61e-04
2022-08-24 12:40:03,206 INFO [train.py:927] (7/8) Epoch 7, batch 23050, giga_loss[loss=0.1995, simple_loss=0.2767, pruned_loss=0.06113, over 12338.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02495, over 45.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3019, pruned_loss=0.06854, over 2474605.00 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05753, over 17700.95 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3106, pruned_loss=0.07987, over 2465526.21 frames. utt_duration=1226 frames, utt_pad_proportion=0.0678, over 8050.87 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3011, pruned_loss=0.06739, over 2475386.74 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05861, over 18855.09 utterances.], batch size: 45, lr: 4.61e-04
2022-08-24 12:41:43,447 INFO [train.py:927] (7/8) Epoch 7, batch 23100, giga_loss[loss=0.2094, simple_loss=0.2856, pruned_loss=0.06661, over 12457.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03409, over 98.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3, pruned_loss=0.06822, over 2474629.39 frames. utt_duration=570 frames, utt_pad_proportion=0.05371, over 17412.13 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3106, pruned_loss=0.07983, over 2465528.19 frames. utt_duration=1225 frames, utt_pad_proportion=0.06694, over 8057.73 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2991, pruned_loss=0.06707, over 2475440.01 frames. utt_duration=535.5 frames, utt_pad_proportion=0.055, over 18541.27 utterances.], batch size: 98, lr: 4.61e-04
2022-08-24 12:43:20,715 INFO [train.py:927] (7/8) Epoch 7, batch 23150, giga_loss[loss=0.211, simple_loss=0.2852, pruned_loss=0.06845, over 12232.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03077, over 39.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.297, pruned_loss=0.06811, over 2473688.74 frames. utt_duration=580.9 frames, utt_pad_proportion=0.0551, over 17076.08 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3097, pruned_loss=0.07928, over 2465094.32 frames. utt_duration=1234 frames, utt_pad_proportion=0.06527, over 8001.57 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2967, pruned_loss=0.06731, over 2474982.13 frames. utt_duration=542 frames, utt_pad_proportion=0.05658, over 18316.27 utterances.], batch size: 39, lr: 4.61e-04
2022-08-24 12:45:04,784 INFO [train.py:927] (7/8) Epoch 7, batch 23200, giga_loss[loss=0.2101, simple_loss=0.2904, pruned_loss=0.06494, over 12397.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2953, pruned_loss=0.06747, over 2474255.86 frames. utt_duration=559.7 frames, utt_pad_proportion=0.0566, over 17730.62 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3097, pruned_loss=0.07928, over 2465094.32 frames. utt_duration=1234 frames, utt_pad_proportion=0.06527, over 8001.57 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.295, pruned_loss=0.06685, over 2475262.52 frames. utt_duration=531.1 frames, utt_pad_proportion=0.05765, over 18695.87 utterances.], batch size: 133, lr: 4.61e-04
2022-08-24 12:46:46,032 INFO [train.py:927] (7/8) Epoch 7, batch 23250, giga_loss[loss=0.1921, simple_loss=0.2765, pruned_loss=0.05382, over 12439.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03568, over 105.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2921, pruned_loss=0.06633, over 2474959.96 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05324, over 17424.00 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3101, pruned_loss=0.07954, over 2465579.21 frames. utt_duration=1240 frames, utt_pad_proportion=0.06355, over 7966.07 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.291, pruned_loss=0.06514, over 2475630.53 frames. utt_duration=535.4 frames, utt_pad_proportion=0.05482, over 18548.54 utterances.], batch size: 105, lr: 4.61e-04
2022-08-24 12:48:24,535 INFO [train.py:927] (7/8) Epoch 7, batch 23300, giga_loss[loss=0.2373, simple_loss=0.311, pruned_loss=0.08182, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02816, over 45.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2919, pruned_loss=0.06606, over 2474888.17 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05307, over 17386.60 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.31, pruned_loss=0.07936, over 2465408.46 frames. utt_duration=1245 frames, utt_pad_proportion=0.06278, over 7927.99 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2908, pruned_loss=0.06504, over 2475725.91 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05461, over 18484.36 utterances.], batch size: 45, lr: 4.61e-04
2022-08-24 12:50:05,553 INFO [train.py:927] (7/8) Epoch 7, batch 23350, giga_loss[loss=0.229, simple_loss=0.308, pruned_loss=0.07498, over 12372.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06691, over 211.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2934, pruned_loss=0.06626, over 2473950.92 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05387, over 17425.92 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3094, pruned_loss=0.07907, over 2464977.81 frames. utt_duration=1252 frames, utt_pad_proportion=0.06169, over 7886.23 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2926, pruned_loss=0.06541, over 2475225.95 frames. utt_duration=535 frames, utt_pad_proportion=0.05538, over 18556.95 utterances.], batch size: 211, lr: 4.61e-04
2022-08-24 12:51:46,898 INFO [train.py:927] (7/8) Epoch 7, batch 23400, giga_loss[loss=0.1772, simple_loss=0.273, pruned_loss=0.04074, over 12438.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2955, pruned_loss=0.06679, over 2474005.91 frames. utt_duration=574.5 frames, utt_pad_proportion=0.0531, over 17271.11 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3092, pruned_loss=0.07893, over 2465164.74 frames. utt_duration=1254 frames, utt_pad_proportion=0.06125, over 7870.41 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2949, pruned_loss=0.06613, over 2474918.72 frames. utt_duration=543.8 frames, utt_pad_proportion=0.0545, over 18255.47 utterances.], batch size: 75, lr: 4.61e-04
2022-08-24 12:53:33,080 INFO [train.py:927] (7/8) Epoch 7, batch 23450, giga_loss[loss=0.2334, simple_loss=0.3181, pruned_loss=0.07435, over 12308.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04499, over 26.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3008, pruned_loss=0.07046, over 2474158.24 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05468, over 17357.10 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.309, pruned_loss=0.07889, over 2465182.08 frames. utt_duration=1252 frames, utt_pad_proportion=0.06134, over 7885.02 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3002, pruned_loss=0.06977, over 2475025.64 frames. utt_duration=543 frames, utt_pad_proportion=0.05557, over 18281.97 utterances.], batch size: 26, lr: 4.61e-04
2022-08-24 12:55:16,955 INFO [train.py:927] (7/8) Epoch 7, batch 23500, giga_loss[loss=0.2529, simple_loss=0.3283, pruned_loss=0.08874, over 12424.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03346, over 75.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3078, pruned_loss=0.0747, over 2474780.56 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05951, over 18318.20 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3088, pruned_loss=0.0788, over 2465323.17 frames. utt_duration=1254 frames, utt_pad_proportion=0.06115, over 7874.60 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3075, pruned_loss=0.07418, over 2475382.27 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06005, over 19088.98 utterances.], batch size: 75, lr: 4.61e-04
2022-08-24 12:57:01,860 INFO [train.py:927] (7/8) Epoch 7, batch 23550, giga_loss[loss=0.2788, simple_loss=0.3485, pruned_loss=0.1046, over 12405.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03933, over 133.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3166, pruned_loss=0.08158, over 2475324.58 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06213, over 19044.93 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3089, pruned_loss=0.0787, over 2465484.77 frames. utt_duration=1256 frames, utt_pad_proportion=0.0601, over 7858.88 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3163, pruned_loss=0.08127, over 2475875.13 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06281, over 19918.23 utterances.], batch size: 133, lr: 4.61e-04
2022-08-24 12:58:47,587 INFO [train.py:927] (7/8) Epoch 7, batch 23600, giga_loss[loss=0.3332, simple_loss=0.379, pruned_loss=0.1437, over 12383.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06488, over 183.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.323, pruned_loss=0.08712, over 2475304.18 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06249, over 19642.48 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3089, pruned_loss=0.07877, over 2465949.74 frames. utt_duration=1259 frames, utt_pad_proportion=0.05891, over 7841.49 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3232, pruned_loss=0.08693, over 2475548.25 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06339, over 20599.87 utterances.], batch size: 183, lr: 4.61e-04
2022-08-24 13:00:34,242 INFO [train.py:927] (7/8) Epoch 7, batch 23650, libri_loss[loss=0.2214, simple_loss=0.3039, pruned_loss=0.06947, over 12454.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005682, over 35.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3266, pruned_loss=0.09069, over 2475371.17 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06289, over 19806.39 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3088, pruned_loss=0.07885, over 2466390.59 frames. utt_duration=1259 frames, utt_pad_proportion=0.05846, over 7844.45 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3272, pruned_loss=0.0908, over 2475396.40 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06379, over 20920.27 utterances.], batch size: 35, lr: 4.61e-04
2022-08-24 13:02:20,721 INFO [train.py:927] (7/8) Epoch 7, batch 23700, giga_loss[loss=0.2691, simple_loss=0.3439, pruned_loss=0.09718, over 12408.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03445, over 80.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3308, pruned_loss=0.09395, over 2475328.77 frames. utt_duration=496 frames, utt_pad_proportion=0.06267, over 20022.16 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3086, pruned_loss=0.07866, over 2466120.94 frames. utt_duration=1261 frames, utt_pad_proportion=0.05779, over 7829.90 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3318, pruned_loss=0.09438, over 2475693.04 frames. utt_duration=471.4 frames, utt_pad_proportion=0.0636, over 21073.56 utterances.], batch size: 80, lr: 4.61e-04
2022-08-24 13:04:04,714 INFO [train.py:927] (7/8) Epoch 7, batch 23750, giga_loss[loss=0.2307, simple_loss=0.3098, pruned_loss=0.07577, over 12448.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0314, over 75.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3301, pruned_loss=0.09451, over 2474824.64 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06933, over 20317.15 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3085, pruned_loss=0.07851, over 2466481.13 frames. utt_duration=1258 frames, utt_pad_proportion=0.05789, over 7849.23 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3313, pruned_loss=0.09519, over 2474916.62 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06982, over 21298.15 utterances.], batch size: 75, lr: 4.61e-04
2022-08-24 13:05:50,590 INFO [train.py:927] (7/8) Epoch 7, batch 23800, giga_loss[loss=0.3125, simple_loss=0.368, pruned_loss=0.1285, over 12369.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.0658, over 183.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.331, pruned_loss=0.09424, over 2474237.65 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06694, over 20493.18 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3086, pruned_loss=0.07849, over 2466507.22 frames. utt_duration=1255 frames, utt_pad_proportion=0.05842, over 7869.77 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.332, pruned_loss=0.09493, over 2474358.03 frames. utt_duration=465 frames, utt_pad_proportion=0.06728, over 21353.87 utterances.], batch size: 183, lr: 4.60e-04
2022-08-24 13:07:32,213 INFO [train.py:927] (7/8) Epoch 7, batch 23850, giga_loss[loss=0.2179, simple_loss=0.3081, pruned_loss=0.06386, over 12391.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.03001, over 62.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3312, pruned_loss=0.09466, over 2474182.13 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07127, over 20975.45 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3075, pruned_loss=0.07795, over 2466549.24 frames. utt_duration=1267 frames, utt_pad_proportion=0.05624, over 7795.83 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3342, pruned_loss=0.09658, over 2474616.19 frames. utt_duration=443 frames, utt_pad_proportion=0.07228, over 22417.66 utterances.], batch size: 62, lr: 4.60e-04
2022-08-24 13:09:26,564 INFO [train.py:927] (7/8) Epoch 7, batch 23900, libri_loss[loss=0.2156, simple_loss=0.2943, pruned_loss=0.06841, over 12194.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004707, over 33.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3298, pruned_loss=0.09245, over 2473448.05 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07416, over 20677.85 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3071, pruned_loss=0.07773, over 2466364.53 frames. utt_duration=1271 frames, utt_pad_proportion=0.05539, over 7771.08 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.333, pruned_loss=0.09449, over 2474122.01 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07523, over 22107.40 utterances.], batch size: 33, lr: 4.60e-04
2022-08-24 13:11:10,984 INFO [train.py:927] (7/8) Epoch 7, batch 23950, giga_loss[loss=0.2004, simple_loss=0.2882, pruned_loss=0.05635, over 12205.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.0416, over 28.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3266, pruned_loss=0.08922, over 2473893.53 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06834, over 19921.83 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3068, pruned_loss=0.07757, over 2466671.13 frames. utt_duration=1275 frames, utt_pad_proportion=0.05438, over 7747.06 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3299, pruned_loss=0.09128, over 2474311.15 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07002, over 21364.32 utterances.], batch size: 28, lr: 4.60e-04
2022-08-24 13:12:55,489 INFO [train.py:927] (7/8) Epoch 7, batch 24000, giga_loss[loss=0.2414, simple_loss=0.3077, pruned_loss=0.08755, over 12142.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.03912, over 33.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3271, pruned_loss=0.09011, over 2473531.10 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07484, over 20876.25 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.307, pruned_loss=0.07774, over 2466595.12 frames. utt_duration=1262 frames, utt_pad_proportion=0.05914, over 7829.78 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3298, pruned_loss=0.09174, over 2474031.95 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07435, over 22107.82 utterances.], batch size: 33, lr: 4.60e-04
2022-08-24 13:12:55,490 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 13:13:10,167 INFO [train.py:967] (7/8) 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 13:15:02,314 INFO [train.py:927] (7/8) Epoch 7, batch 24050, giga_loss[loss=0.2433, simple_loss=0.3196, pruned_loss=0.08355, over 12417.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03754, over 105.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3266, pruned_loss=0.0894, over 2474201.27 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07309, over 20325.08 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.307, pruned_loss=0.07768, over 2466927.76 frames. utt_duration=1266 frames, utt_pad_proportion=0.05803, over 7806.31 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3292, pruned_loss=0.09104, over 2474463.49 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07327, over 21620.03 utterances.], batch size: 105, lr: 4.60e-04
2022-08-24 13:16:52,012 INFO [train.py:927] (7/8) Epoch 7, batch 24100, giga_loss[loss=0.2377, simple_loss=0.3371, pruned_loss=0.06915, over 12353.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02847, over 70.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.328, pruned_loss=0.08762, over 2474818.77 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06967, over 20432.42 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3071, pruned_loss=0.07773, over 2466987.29 frames. utt_duration=1267 frames, utt_pad_proportion=0.05733, over 7797.27 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3302, pruned_loss=0.08901, over 2475065.87 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07026, over 21615.74 utterances.], batch size: 70, lr: 4.60e-04
2022-08-24 13:18:38,235 INFO [train.py:927] (7/8) Epoch 7, batch 24150, giga_loss[loss=0.2372, simple_loss=0.317, pruned_loss=0.07867, over 12394.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04417, over 146.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3268, pruned_loss=0.0869, over 2474722.66 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07535, over 20818.00 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3074, pruned_loss=0.07799, over 2467295.06 frames. utt_duration=1252 frames, utt_pad_proportion=0.06131, over 7890.12 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3288, pruned_loss=0.08799, over 2474809.02 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07447, over 21966.33 utterances.], batch size: 146, lr: 4.60e-04
2022-08-24 13:20:22,427 INFO [train.py:927] (7/8) Epoch 7, batch 24200, giga_loss[loss=0.2275, simple_loss=0.3021, pruned_loss=0.07642, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03272, over 97.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3263, pruned_loss=0.08783, over 2474535.14 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07177, over 20668.44 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3073, pruned_loss=0.07812, over 2467463.28 frames. utt_duration=1245 frames, utt_pad_proportion=0.0644, over 7938.86 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3285, pruned_loss=0.08888, over 2474632.60 frames. utt_duration=453.6 frames, utt_pad_proportion=0.0705, over 21890.75 utterances.], batch size: 97, lr: 4.60e-04
2022-08-24 13:22:08,153 INFO [train.py:927] (7/8) Epoch 7, batch 24250, giga_loss[loss=0.2489, simple_loss=0.333, pruned_loss=0.08239, over 12392.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02675, over 70.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3252, pruned_loss=0.0879, over 2474934.12 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07203, over 20828.49 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3077, pruned_loss=0.07826, over 2467709.49 frames. utt_duration=1243 frames, utt_pad_proportion=0.06333, over 7949.80 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3271, pruned_loss=0.08887, over 2474988.46 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07144, over 22144.50 utterances.], batch size: 70, lr: 4.60e-04
2022-08-24 13:23:57,030 INFO [train.py:927] (7/8) Epoch 7, batch 24300, giga_loss[loss=0.2366, simple_loss=0.3106, pruned_loss=0.08128, over 12394.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02901, over 58.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3243, pruned_loss=0.08638, over 2474759.42 frames. utt_duration=478 frames, utt_pad_proportion=0.06959, over 20769.41 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3078, pruned_loss=0.0782, over 2467189.39 frames. utt_duration=1246 frames, utt_pad_proportion=0.06262, over 7930.65 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3259, pruned_loss=0.08732, over 2475367.21 frames. utt_duration=451.5 frames, utt_pad_proportion=0.06951, over 21999.15 utterances.], batch size: 58, lr: 4.60e-04
2022-08-24 13:25:43,854 INFO [train.py:927] (7/8) Epoch 7, batch 24350, giga_loss[loss=0.2414, simple_loss=0.3213, pruned_loss=0.08076, over 12382.00 frames. utt_duration=512 frames, utt_pad_proportion=0.0303, over 97.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3229, pruned_loss=0.08586, over 2474197.15 frames. utt_duration=484 frames, utt_pad_proportion=0.06774, over 20510.32 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3076, pruned_loss=0.07806, over 2467312.16 frames. utt_duration=1246 frames, utt_pad_proportion=0.06109, over 7929.47 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3251, pruned_loss=0.08709, over 2474907.86 frames. utt_duration=449.9 frames, utt_pad_proportion=0.06838, over 22073.50 utterances.], batch size: 97, lr: 4.60e-04
2022-08-24 13:27:27,793 INFO [train.py:927] (7/8) Epoch 7, batch 24400, giga_loss[loss=0.3178, simple_loss=0.3535, pruned_loss=0.1411, over 12333.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2054, over 369.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3218, pruned_loss=0.08617, over 2474438.81 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06801, over 20521.83 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3073, pruned_loss=0.07796, over 2467126.45 frames. utt_duration=1248 frames, utt_pad_proportion=0.06015, over 7916.68 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3243, pruned_loss=0.08747, over 2475375.69 frames. utt_duration=448.9 frames, utt_pad_proportion=0.06883, over 22127.66 utterances.], batch size: 369, lr: 4.60e-04
2022-08-24 13:29:14,800 INFO [train.py:927] (7/8) Epoch 7, batch 24450, giga_loss[loss=0.2337, simple_loss=0.3009, pruned_loss=0.08322, over 12375.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04266, over 133.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.321, pruned_loss=0.08664, over 2473526.54 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07419, over 21099.73 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3077, pruned_loss=0.07823, over 2466848.57 frames. utt_duration=1239 frames, utt_pad_proportion=0.06347, over 7974.51 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3229, pruned_loss=0.08757, over 2474649.51 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07342, over 22555.21 utterances.], batch size: 133, lr: 4.60e-04
2022-08-24 13:31:01,713 INFO [train.py:927] (7/8) Epoch 7, batch 24500, giga_loss[loss=0.2199, simple_loss=0.302, pruned_loss=0.06889, over 12399.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04736, over 31.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3203, pruned_loss=0.08651, over 2473488.64 frames. utt_duration=478.5 frames, utt_pad_proportion=0.0729, over 20737.74 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3082, pruned_loss=0.07846, over 2466809.99 frames. utt_duration=1236 frames, utt_pad_proportion=0.06288, over 7990.15 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3218, pruned_loss=0.08731, over 2474679.08 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07264, over 22313.10 utterances.], batch size: 31, lr: 4.60e-04
2022-08-24 13:32:44,129 INFO [train.py:927] (7/8) Epoch 7, batch 24550, giga_loss[loss=0.2235, simple_loss=0.3137, pruned_loss=0.06667, over 12414.00 frames. utt_duration=802.3 frames, utt_pad_proportion=0.02867, over 62.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3217, pruned_loss=0.08724, over 2473484.33 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07756, over 21560.65 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3079, pruned_loss=0.07821, over 2466676.14 frames. utt_duration=1241 frames, utt_pad_proportion=0.06197, over 7962.57 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3233, pruned_loss=0.08825, over 2474658.25 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07743, over 23069.13 utterances.], batch size: 62, lr: 4.60e-04
2022-08-24 13:34:29,590 INFO [train.py:927] (7/8) Epoch 7, batch 24600, giga_loss[loss=0.2712, simple_loss=0.3325, pruned_loss=0.1049, over 12379.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.322, pruned_loss=0.08685, over 2473461.24 frames. utt_duration=451 frames, utt_pad_proportion=0.07812, over 22006.65 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3079, pruned_loss=0.07815, over 2466724.67 frames. utt_duration=1241 frames, utt_pad_proportion=0.06148, over 7959.96 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3234, pruned_loss=0.08777, over 2474388.64 frames. utt_duration=426 frames, utt_pad_proportion=0.07818, over 23314.99 utterances.], batch size: 258, lr: 4.59e-04
2022-08-24 13:36:14,467 INFO [train.py:927] (7/8) Epoch 7, batch 24650, giga_loss[loss=0.2283, simple_loss=0.3158, pruned_loss=0.07037, over 12323.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.02822, over 66.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3229, pruned_loss=0.08754, over 2473494.33 frames. utt_duration=457 frames, utt_pad_proportion=0.08116, over 21717.75 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3082, pruned_loss=0.07814, over 2466778.90 frames. utt_duration=1246 frames, utt_pad_proportion=0.06003, over 7928.82 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3242, pruned_loss=0.08855, over 2474419.20 frames. utt_duration=427.5 frames, utt_pad_proportion=0.08164, over 23233.09 utterances.], batch size: 66, lr: 4.59e-04
2022-08-24 13:37:58,929 INFO [train.py:927] (7/8) Epoch 7, batch 24700, giga_loss[loss=0.2488, simple_loss=0.3186, pruned_loss=0.08955, over 12368.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.0389, over 113.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3237, pruned_loss=0.08954, over 2474566.70 frames. utt_duration=453.6 frames, utt_pad_proportion=0.0809, over 21890.28 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3082, pruned_loss=0.07826, over 2467139.91 frames. utt_duration=1238 frames, utt_pad_proportion=0.06275, over 7983.09 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3251, pruned_loss=0.09047, over 2475144.70 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08066, over 23362.79 utterances.], batch size: 113, lr: 4.59e-04
2022-08-24 13:39:43,557 INFO [train.py:927] (7/8) Epoch 7, batch 24750, giga_loss[loss=0.2215, simple_loss=0.3003, pruned_loss=0.07132, over 12442.00 frames. utt_duration=906.5 frames, utt_pad_proportion=0.03151, over 55.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3237, pruned_loss=0.08992, over 2474668.96 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07812, over 21478.68 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3084, pruned_loss=0.07846, over 2467301.25 frames. utt_duration=1238 frames, utt_pad_proportion=0.06235, over 7983.28 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3247, pruned_loss=0.09057, over 2475041.53 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07825, over 22757.82 utterances.], batch size: 55, lr: 4.59e-04
2022-08-24 13:41:27,883 INFO [train.py:927] (7/8) Epoch 7, batch 24800, giga_loss[loss=0.2114, simple_loss=0.2995, pruned_loss=0.0616, over 12365.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03175, over 51.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3225, pruned_loss=0.08805, over 2474587.19 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07418, over 20747.10 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3083, pruned_loss=0.07851, over 2467215.46 frames. utt_duration=1240 frames, utt_pad_proportion=0.06164, over 7965.60 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3236, pruned_loss=0.08866, over 2475053.33 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07477, over 21943.46 utterances.], batch size: 51, lr: 4.59e-04
2022-08-24 13:43:16,287 INFO [train.py:927] (7/8) Epoch 7, batch 24850, giga_loss[loss=0.2332, simple_loss=0.3097, pruned_loss=0.07837, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0327, over 97.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3219, pruned_loss=0.08744, over 2474613.75 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07595, over 21101.88 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3095, pruned_loss=0.07884, over 2467289.43 frames. utt_duration=1242 frames, utt_pad_proportion=0.06071, over 7955.43 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3219, pruned_loss=0.0878, over 2475039.27 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07673, over 22290.05 utterances.], batch size: 97, lr: 4.59e-04
2022-08-24 13:45:00,669 INFO [train.py:927] (7/8) Epoch 7, batch 24900, libri_loss[loss=0.2351, simple_loss=0.3154, pruned_loss=0.07744, over 12308.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005751, over 35.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3217, pruned_loss=0.08786, over 2473965.98 frames. utt_duration=469.4 frames, utt_pad_proportion=0.0772, over 21150.05 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.31, pruned_loss=0.07892, over 2467264.28 frames. utt_duration=1244 frames, utt_pad_proportion=0.05978, over 7941.39 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3215, pruned_loss=0.08824, over 2474443.17 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07818, over 22343.38 utterances.], batch size: 35, lr: 4.59e-04
2022-08-24 13:46:46,042 INFO [train.py:927] (7/8) Epoch 7, batch 24950, giga_loss[loss=0.2327, simple_loss=0.3239, pruned_loss=0.07078, over 12458.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03053, over 80.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3241, pruned_loss=0.08831, over 2473940.58 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07497, over 20975.44 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3098, pruned_loss=0.07888, over 2466937.91 frames. utt_duration=1246 frames, utt_pad_proportion=0.05863, over 7929.35 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3245, pruned_loss=0.08896, over 2474835.98 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07645, over 22405.81 utterances.], batch size: 80, lr: 4.59e-04
2022-08-24 13:48:31,473 INFO [train.py:927] (7/8) Epoch 7, batch 25000, giga_loss[loss=0.2337, simple_loss=0.3148, pruned_loss=0.07631, over 12287.00 frames. utt_duration=911.9 frames, utt_pad_proportion=0.0258, over 54.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3268, pruned_loss=0.0892, over 2473726.03 frames. utt_duration=467.1 frames, utt_pad_proportion=0.075, over 21249.33 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3099, pruned_loss=0.07898, over 2466946.23 frames. utt_duration=1243 frames, utt_pad_proportion=0.059, over 7946.93 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3272, pruned_loss=0.08971, over 2474484.56 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07613, over 22474.42 utterances.], batch size: 54, lr: 4.59e-04
2022-08-24 13:50:14,597 INFO [train.py:927] (7/8) Epoch 7, batch 25050, giga_loss[loss=0.2677, simple_loss=0.3399, pruned_loss=0.09771, over 12374.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05178, over 34.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3262, pruned_loss=0.0896, over 2473508.75 frames. utt_duration=478.6 frames, utt_pad_proportion=0.0758, over 20735.24 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3091, pruned_loss=0.07874, over 2467190.81 frames. utt_duration=1247 frames, utt_pad_proportion=0.05775, over 7924.45 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3278, pruned_loss=0.09059, over 2474127.66 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07725, over 22206.97 utterances.], batch size: 34, lr: 4.59e-04
2022-08-24 13:52:00,528 INFO [train.py:927] (7/8) Epoch 7, batch 25100, giga_loss[loss=0.236, simple_loss=0.3136, pruned_loss=0.07926, over 12365.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02832, over 91.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3252, pruned_loss=0.08993, over 2473095.06 frames. utt_duration=470.1 frames, utt_pad_proportion=0.08262, over 21109.04 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3095, pruned_loss=0.07916, over 2466662.43 frames. utt_duration=1239 frames, utt_pad_proportion=0.06103, over 7970.71 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3266, pruned_loss=0.0907, over 2474269.13 frames. utt_duration=438.1 frames, utt_pad_proportion=0.08266, over 22668.59 utterances.], batch size: 91, lr: 4.59e-04
2022-08-24 13:53:45,078 INFO [train.py:927] (7/8) Epoch 7, batch 25150, giga_loss[loss=0.2186, simple_loss=0.2967, pruned_loss=0.07028, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02668, over 45.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3234, pruned_loss=0.08897, over 2473841.60 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07568, over 20303.29 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3092, pruned_loss=0.07897, over 2467043.27 frames. utt_duration=1243 frames, utt_pad_proportion=0.06016, over 7951.54 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.325, pruned_loss=0.08992, over 2474554.15 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07653, over 21783.19 utterances.], batch size: 45, lr: 4.59e-04
2022-08-24 13:55:32,386 INFO [train.py:927] (7/8) Epoch 7, batch 25200, giga_loss[loss=0.2085, simple_loss=0.2832, pruned_loss=0.06693, over 12228.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03843, over 28.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3235, pruned_loss=0.08949, over 2473683.30 frames. utt_duration=490.7 frames, utt_pad_proportion=0.0774, over 20223.86 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3094, pruned_loss=0.07901, over 2467174.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.05991, over 7967.16 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3248, pruned_loss=0.0904, over 2474265.17 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07818, over 21605.07 utterances.], batch size: 28, lr: 4.59e-04
2022-08-24 13:57:15,446 INFO [train.py:927] (7/8) Epoch 7, batch 25250, giga_loss[loss=0.2292, simple_loss=0.2951, pruned_loss=0.08162, over 12476.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04541, over 34.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3216, pruned_loss=0.08831, over 2474165.98 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07092, over 19257.42 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3094, pruned_loss=0.07907, over 2467536.36 frames. utt_duration=1244 frames, utt_pad_proportion=0.05822, over 7941.01 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3232, pruned_loss=0.08933, over 2474583.02 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07276, over 20804.33 utterances.], batch size: 34, lr: 4.59e-04
2022-08-24 13:59:00,097 INFO [train.py:927] (7/8) Epoch 7, batch 25300, giga_loss[loss=0.2185, simple_loss=0.3017, pruned_loss=0.06769, over 12411.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04475, over 31.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3221, pruned_loss=0.08808, over 2474196.17 frames. utt_duration=508.6 frames, utt_pad_proportion=0.07377, over 19514.37 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3095, pruned_loss=0.07914, over 2467518.13 frames. utt_duration=1241 frames, utt_pad_proportion=0.05828, over 7960.82 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3234, pruned_loss=0.089, over 2474668.24 frames. utt_duration=474 frames, utt_pad_proportion=0.07518, over 20947.15 utterances.], batch size: 31, lr: 4.59e-04
2022-08-24 14:00:45,137 INFO [train.py:927] (7/8) Epoch 7, batch 25350, giga_loss[loss=0.2613, simple_loss=0.3311, pruned_loss=0.09578, over 12417.00 frames. utt_duration=904.2 frames, utt_pad_proportion=0.03191, over 55.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3235, pruned_loss=0.08847, over 2474592.19 frames. utt_duration=503 frames, utt_pad_proportion=0.07225, over 19736.93 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3101, pruned_loss=0.07907, over 2467425.90 frames. utt_duration=1245 frames, utt_pad_proportion=0.05728, over 7934.34 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3245, pruned_loss=0.08955, over 2475242.65 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07399, over 21245.99 utterances.], batch size: 55, lr: 4.59e-04
2022-08-24 14:02:30,217 INFO [train.py:927] (7/8) Epoch 7, batch 25400, giga_loss[loss=0.2174, simple_loss=0.3128, pruned_loss=0.06097, over 12344.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02408, over 45.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3242, pruned_loss=0.08631, over 2473858.70 frames. utt_duration=518.8 frames, utt_pad_proportion=0.07099, over 19127.72 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3099, pruned_loss=0.07875, over 2467186.56 frames. utt_duration=1248 frames, utt_pad_proportion=0.05687, over 7916.48 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3253, pruned_loss=0.08755, over 2474657.99 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07269, over 20484.57 utterances.], batch size: 45, lr: 4.58e-04
2022-08-24 14:04:14,924 INFO [train.py:927] (7/8) Epoch 7, batch 25450, giga_loss[loss=0.2309, simple_loss=0.3064, pruned_loss=0.07772, over 12385.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04798, over 31.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3268, pruned_loss=0.08718, over 2474406.70 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06862, over 19044.05 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3097, pruned_loss=0.07859, over 2467390.75 frames. utt_duration=1252 frames, utt_pad_proportion=0.05602, over 7894.28 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3282, pruned_loss=0.08845, over 2474976.12 frames. utt_duration=488 frames, utt_pad_proportion=0.07051, over 20347.36 utterances.], batch size: 31, lr: 4.58e-04
2022-08-24 14:05:58,324 INFO [train.py:927] (7/8) Epoch 7, batch 25500, giga_loss[loss=0.2729, simple_loss=0.348, pruned_loss=0.09893, over 12317.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03468, over 62.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3278, pruned_loss=0.08856, over 2473746.01 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06686, over 19118.29 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3092, pruned_loss=0.07833, over 2466586.29 frames. utt_duration=1259 frames, utt_pad_proportion=0.0546, over 7845.71 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3299, pruned_loss=0.09013, over 2475135.24 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06914, over 20572.70 utterances.], batch size: 62, lr: 4.58e-04
2022-08-24 14:07:43,866 INFO [train.py:927] (7/8) Epoch 7, batch 25550, giga_loss[loss=0.3153, simple_loss=0.3511, pruned_loss=0.1397, over 12332.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2047, over 369.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3279, pruned_loss=0.08931, over 2473846.43 frames. utt_duration=505.9 frames, utt_pad_proportion=0.0678, over 19618.47 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.309, pruned_loss=0.07832, over 2466131.97 frames. utt_duration=1262 frames, utt_pad_proportion=0.05401, over 7825.12 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.33, pruned_loss=0.09068, over 2475448.35 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06975, over 20940.39 utterances.], batch size: 369, lr: 4.58e-04
2022-08-24 14:09:29,531 INFO [train.py:927] (7/8) Epoch 7, batch 25600, giga_loss[loss=0.2149, simple_loss=0.3089, pruned_loss=0.06042, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.0466, over 26.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3287, pruned_loss=0.08749, over 2474486.53 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06744, over 19376.69 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3096, pruned_loss=0.07837, over 2466352.41 frames. utt_duration=1266 frames, utt_pad_proportion=0.05319, over 7803.75 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3301, pruned_loss=0.08873, over 2475695.50 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06939, over 20658.44 utterances.], batch size: 26, lr: 4.58e-04
2022-08-24 14:11:15,194 INFO [train.py:927] (7/8) Epoch 7, batch 25650, giga_loss[loss=0.2561, simple_loss=0.3307, pruned_loss=0.09072, over 12405.00 frames. utt_duration=546.9 frames, utt_pad_proportion=0.02519, over 91.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3291, pruned_loss=0.08785, over 2474668.96 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07062, over 19403.74 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3104, pruned_loss=0.07858, over 2465972.16 frames. utt_duration=1267 frames, utt_pad_proportion=0.0526, over 7794.82 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.33, pruned_loss=0.08887, over 2476163.69 frames. utt_duration=480 frames, utt_pad_proportion=0.07234, over 20700.41 utterances.], batch size: 91, lr: 4.58e-04
2022-08-24 14:12:58,594 INFO [train.py:927] (7/8) Epoch 7, batch 25700, giga_loss[loss=0.2945, simple_loss=0.3569, pruned_loss=0.116, over 12444.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3262, pruned_loss=0.08663, over 2474680.22 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06921, over 18653.05 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3098, pruned_loss=0.07847, over 2466073.48 frames. utt_duration=1262 frames, utt_pad_proportion=0.05527, over 7827.10 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3281, pruned_loss=0.08787, over 2476129.78 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06997, over 20116.61 utterances.], batch size: 162, lr: 4.58e-04
2022-08-24 14:14:48,061 INFO [train.py:927] (7/8) Epoch 7, batch 25750, giga_loss[loss=0.2249, simple_loss=0.3056, pruned_loss=0.07216, over 12268.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02433, over 54.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3239, pruned_loss=0.08688, over 2474404.31 frames. utt_duration=498 frames, utt_pad_proportion=0.07887, over 19933.59 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3091, pruned_loss=0.07816, over 2466104.52 frames. utt_duration=1268 frames, utt_pad_proportion=0.05429, over 7790.77 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3265, pruned_loss=0.08838, over 2475741.08 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07939, over 21427.60 utterances.], batch size: 54, lr: 4.58e-04
2022-08-24 14:16:30,877 INFO [train.py:927] (7/8) Epoch 7, batch 25800, giga_loss[loss=0.2752, simple_loss=0.3289, pruned_loss=0.1108, over 12333.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2139, over 373.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3231, pruned_loss=0.08767, over 2474488.75 frames. utt_duration=476.2 frames, utt_pad_proportion=0.08427, over 20848.64 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3088, pruned_loss=0.07814, over 2466427.66 frames. utt_duration=1269 frames, utt_pad_proportion=0.05358, over 7780.94 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3256, pruned_loss=0.08906, over 2475393.96 frames. utt_duration=446.2 frames, utt_pad_proportion=0.08472, over 22265.69 utterances.], batch size: 373, lr: 4.58e-04
2022-08-24 14:18:12,027 INFO [train.py:927] (7/8) Epoch 7, batch 25850, giga_loss[loss=0.2182, simple_loss=0.3082, pruned_loss=0.06405, over 12414.00 frames. utt_duration=578.7 frames, utt_pad_proportion=0.03869, over 86.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3216, pruned_loss=0.08595, over 2474735.86 frames. utt_duration=449.8 frames, utt_pad_proportion=0.08555, over 22079.36 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3088, pruned_loss=0.07812, over 2466493.52 frames. utt_duration=1270 frames, utt_pad_proportion=0.05337, over 7776.03 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3236, pruned_loss=0.0871, over 2475421.83 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08594, over 23250.49 utterances.], batch size: 86, lr: 4.58e-04
2022-08-24 14:20:04,319 INFO [train.py:927] (7/8) Epoch 7, batch 25900, giga_loss[loss=0.219, simple_loss=0.2975, pruned_loss=0.07027, over 12200.00 frames. utt_duration=1357 frames, utt_pad_proportion=0.02784, over 36.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.32, pruned_loss=0.0841, over 2474657.50 frames. utt_duration=464.4 frames, utt_pad_proportion=0.08169, over 21381.06 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.309, pruned_loss=0.07819, over 2466415.70 frames. utt_duration=1272 frames, utt_pad_proportion=0.05224, over 7763.79 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.322, pruned_loss=0.08521, over 2475598.02 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08297, over 22855.33 utterances.], batch size: 36, lr: 4.58e-04
2022-08-24 14:21:51,510 INFO [train.py:927] (7/8) Epoch 7, batch 25950, giga_loss[loss=0.242, simple_loss=0.3154, pruned_loss=0.08432, over 12362.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03656, over 122.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3167, pruned_loss=0.08325, over 2474855.66 frames. utt_duration=458.8 frames, utt_pad_proportion=0.08239, over 21645.54 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3086, pruned_loss=0.07802, over 2466671.77 frames. utt_duration=1274 frames, utt_pad_proportion=0.05186, over 7755.47 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3188, pruned_loss=0.0844, over 2475506.60 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08367, over 23077.82 utterances.], batch size: 122, lr: 4.58e-04
2022-08-24 14:23:35,547 INFO [train.py:927] (7/8) Epoch 7, batch 26000, giga_loss[loss=0.2233, simple_loss=0.3116, pruned_loss=0.06755, over 12470.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02985, over 75.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3185, pruned_loss=0.08441, over 2474232.35 frames. utt_duration=461.2 frames, utt_pad_proportion=0.08044, over 21526.89 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3083, pruned_loss=0.07791, over 2466753.32 frames. utt_duration=1277 frames, utt_pad_proportion=0.05108, over 7736.48 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3206, pruned_loss=0.08551, over 2474804.27 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08194, over 22915.60 utterances.], batch size: 75, lr: 4.58e-04
2022-08-24 14:25:19,272 INFO [train.py:927] (7/8) Epoch 7, batch 26050, giga_loss[loss=0.2574, simple_loss=0.328, pruned_loss=0.09341, over 12385.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04112, over 133.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3213, pruned_loss=0.0869, over 2474313.33 frames. utt_duration=445.1 frames, utt_pad_proportion=0.0815, over 22308.20 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3086, pruned_loss=0.07824, over 2466836.03 frames. utt_duration=1269 frames, utt_pad_proportion=0.05432, over 7784.59 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.323, pruned_loss=0.08765, over 2474849.08 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08187, over 23692.27 utterances.], batch size: 133, lr: 4.58e-04
2022-08-24 14:27:01,421 INFO [train.py:927] (7/8) Epoch 7, batch 26100, giga_loss[loss=0.3192, simple_loss=0.3737, pruned_loss=0.1324, over 12414.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07204, over 212.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3228, pruned_loss=0.08845, over 2473779.46 frames. utt_duration=433.5 frames, utt_pad_proportion=0.08548, over 22902.80 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3085, pruned_loss=0.07836, over 2466677.91 frames. utt_duration=1260 frames, utt_pad_proportion=0.05763, over 7837.16 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3245, pruned_loss=0.08919, over 2474542.21 frames. utt_duration=407.7 frames, utt_pad_proportion=0.085, over 24367.96 utterances.], batch size: 212, lr: 4.58e-04
2022-08-24 14:28:46,495 INFO [train.py:927] (7/8) Epoch 7, batch 26150, giga_loss[loss=0.2644, simple_loss=0.3325, pruned_loss=0.09812, over 12427.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03569, over 37.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3237, pruned_loss=0.08819, over 2474035.23 frames. utt_duration=452.3 frames, utt_pad_proportion=0.082, over 21950.60 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3089, pruned_loss=0.07856, over 2466807.12 frames. utt_duration=1260 frames, utt_pad_proportion=0.05707, over 7839.65 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3249, pruned_loss=0.08873, over 2474613.04 frames. utt_duration=426.3 frames, utt_pad_proportion=0.08209, over 23301.10 utterances.], batch size: 37, lr: 4.58e-04
2022-08-24 14:30:31,899 INFO [train.py:927] (7/8) Epoch 7, batch 26200, giga_loss[loss=0.2777, simple_loss=0.352, pruned_loss=0.1017, over 12426.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03899, over 123.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.324, pruned_loss=0.08857, over 2473672.68 frames. utt_duration=454.1 frames, utt_pad_proportion=0.08058, over 21860.01 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3085, pruned_loss=0.07838, over 2466766.72 frames. utt_duration=1266 frames, utt_pad_proportion=0.05604, over 7804.06 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3257, pruned_loss=0.08941, over 2474343.26 frames. utt_duration=426 frames, utt_pad_proportion=0.08123, over 23312.56 utterances.], batch size: 123, lr: 4.57e-04
2022-08-24 14:32:19,647 INFO [train.py:927] (7/8) Epoch 7, batch 26250, giga_loss[loss=0.2562, simple_loss=0.3313, pruned_loss=0.09057, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03954, over 113.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3238, pruned_loss=0.08746, over 2473607.69 frames. utt_duration=438.7 frames, utt_pad_proportion=0.08622, over 22630.23 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.308, pruned_loss=0.07803, over 2466303.63 frames. utt_duration=1270 frames, utt_pad_proportion=0.05459, over 7777.38 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3261, pruned_loss=0.08875, over 2474775.57 frames. utt_duration=409.3 frames, utt_pad_proportion=0.08702, over 24268.91 utterances.], batch size: 113, lr: 4.57e-04
2022-08-24 14:34:03,563 INFO [train.py:927] (7/8) Epoch 7, batch 26300, giga_loss[loss=0.2462, simple_loss=0.3289, pruned_loss=0.08174, over 12402.00 frames. utt_duration=474 frames, utt_pad_proportion=0.04051, over 105.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.323, pruned_loss=0.08766, over 2473399.37 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08614, over 22645.73 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3079, pruned_loss=0.07802, over 2466055.91 frames. utt_duration=1268 frames, utt_pad_proportion=0.05388, over 7788.15 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3254, pruned_loss=0.08894, over 2474744.24 frames. utt_duration=408.3 frames, utt_pad_proportion=0.08725, over 24328.02 utterances.], batch size: 105, lr: 4.57e-04
2022-08-24 14:35:43,898 INFO [train.py:927] (7/8) Epoch 7, batch 26350, giga_loss[loss=0.2063, simple_loss=0.2796, pruned_loss=0.06647, over 12079.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.0405, over 30.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3227, pruned_loss=0.08813, over 2473588.90 frames. utt_duration=433.1 frames, utt_pad_proportion=0.09308, over 22920.87 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3088, pruned_loss=0.07867, over 2466411.36 frames. utt_duration=1220 frames, utt_pad_proportion=0.06769, over 8095.51 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3242, pruned_loss=0.08884, over 2474554.75 frames. utt_duration=407.3 frames, utt_pad_proportion=0.09011, over 24387.38 utterances.], batch size: 30, lr: 4.57e-04
2022-08-24 14:36:56,573 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-24 14:39:29,280 INFO [train.py:927] (7/8) Epoch 8, batch 50, giga_loss[loss=0.227, simple_loss=0.3019, pruned_loss=0.07611, over 12336.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1939, over 364.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3259, pruned_loss=0.07787, over 548401.67 frames. utt_duration=456.9 frames, utt_pad_proportion=0.08202, over 4816.54 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3092, pruned_loss=0.0647, over 36753.13 frames. utt_duration=1112 frames, utt_pad_proportion=0.06503, over 132.35 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.327, pruned_loss=0.07874, over 519375.42 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08242, over 4728.18 utterances.], batch size: 364, lr: 4.47e-04
2022-08-24 14:41:13,907 INFO [train.py:927] (7/8) Epoch 8, batch 100, giga_loss[loss=0.1782, simple_loss=0.2604, pruned_loss=0.04799, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.0409, over 40.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3034, pruned_loss=0.06727, over 975158.19 frames. utt_duration=555 frames, utt_pad_proportion=0.06748, over 7047.16 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3027, pruned_loss=0.06333, over 108484.93 frames. utt_duration=1353 frames, utt_pad_proportion=0.03002, over 320.97 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3039, pruned_loss=0.06783, over 906548.22 frames. utt_duration=522.2 frames, utt_pad_proportion=0.0692, over 6963.81 utterances.], batch size: 40, lr: 4.47e-04
2022-08-24 14:42:58,603 INFO [train.py:927] (7/8) Epoch 8, batch 150, giga_loss[loss=0.1744, simple_loss=0.2581, pruned_loss=0.04533, over 12425.00 frames. utt_duration=342 frames, utt_pad_proportion=0.042, over 146.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2875, pruned_loss=0.06007, over 1307722.92 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06553, over 9723.82 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3059, pruned_loss=0.06144, over 143685.96 frames. utt_duration=1336 frames, utt_pad_proportion=0.03072, over 430.72 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2863, pruned_loss=0.06022, over 1235934.97 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06688, over 9674.97 utterances.], batch size: 146, lr: 4.47e-04
2022-08-24 14:44:43,167 INFO [train.py:927] (7/8) Epoch 8, batch 200, giga_loss[loss=0.1459, simple_loss=0.2379, pruned_loss=0.02691, over 12392.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02663, over 70.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2749, pruned_loss=0.05536, over 1565932.81 frames. utt_duration=533.2 frames, utt_pad_proportion=0.0631, over 11780.47 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2989, pruned_loss=0.05985, over 178165.59 frames. utt_duration=1383 frames, utt_pad_proportion=0.02826, over 515.85 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2738, pruned_loss=0.05533, over 1495743.89 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06431, over 11799.92 utterances.], batch size: 70, lr: 4.47e-04
2022-08-24 14:46:25,568 INFO [train.py:927] (7/8) Epoch 8, batch 250, giga_loss[loss=0.1539, simple_loss=0.2375, pruned_loss=0.03512, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04341, over 31.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.2708, pruned_loss=0.05315, over 1766846.94 frames. utt_duration=558 frames, utt_pad_proportion=0.05688, over 12700.46 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3011, pruned_loss=0.06174, over 267759.45 frames. utt_duration=1397 frames, utt_pad_proportion=0.02111, over 767.62 utterances.], giga_tot_loss[loss=0.1866, simple_loss=0.2682, pruned_loss=0.05253, over 1681630.68 frames. utt_duration=523.1 frames, utt_pad_proportion=0.05881, over 12896.28 utterances.], batch size: 31, lr: 4.47e-04
2022-08-24 14:48:10,424 INFO [train.py:927] (7/8) Epoch 8, batch 300, giga_loss[loss=0.1849, simple_loss=0.2632, pruned_loss=0.05332, over 12357.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03312, over 62.00 utterances.], tot_loss[loss=0.185, simple_loss=0.2667, pruned_loss=0.05167, over 1923764.07 frames. utt_duration=540.4 frames, utt_pad_proportion=0.0613, over 14277.90 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3036, pruned_loss=0.06158, over 311673.65 frames. utt_duration=1405 frames, utt_pad_proportion=0.0189, over 888.35 utterances.], giga_tot_loss[loss=0.1828, simple_loss=0.2636, pruned_loss=0.05096, over 1844848.90 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06305, over 14556.63 utterances.], batch size: 62, lr: 4.47e-04
2022-08-24 14:49:51,047 INFO [train.py:927] (7/8) Epoch 8, batch 350, giga_loss[loss=0.1579, simple_loss=0.2446, pruned_loss=0.0356, over 12406.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.0242, over 66.00 utterances.], tot_loss[loss=0.182, simple_loss=0.2637, pruned_loss=0.05018, over 2045556.21 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06163, over 15122.71 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2995, pruned_loss=0.05998, over 375143.86 frames. utt_duration=1409 frames, utt_pad_proportion=0.01792, over 1066.48 utterances.], giga_tot_loss[loss=0.1799, simple_loss=0.2607, pruned_loss=0.04953, over 1969730.94 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06346, over 15544.18 utterances.], batch size: 66, lr: 4.46e-04
2022-08-24 14:51:35,406 INFO [train.py:927] (7/8) Epoch 8, batch 400, giga_loss[loss=0.1538, simple_loss=0.2421, pruned_loss=0.03272, over 12420.00 frames. utt_duration=711.1 frames, utt_pad_proportion=0.02461, over 70.00 utterances.], tot_loss[loss=0.1789, simple_loss=0.2601, pruned_loss=0.04889, over 2140374.91 frames. utt_duration=511.4 frames, utt_pad_proportion=0.07146, over 16790.68 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2999, pruned_loss=0.06101, over 416435.16 frames. utt_duration=1403 frames, utt_pad_proportion=0.01658, over 1188.24 utterances.], giga_tot_loss[loss=0.1764, simple_loss=0.2569, pruned_loss=0.04797, over 2073734.68 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07292, over 17269.02 utterances.], batch size: 70, lr: 4.46e-04
2022-08-24 14:53:18,735 INFO [train.py:927] (7/8) Epoch 8, batch 450, giga_loss[loss=0.1635, simple_loss=0.2433, pruned_loss=0.04183, over 12439.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04388, over 134.00 utterances.], tot_loss[loss=0.1758, simple_loss=0.2567, pruned_loss=0.04747, over 2214253.27 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06687, over 16513.10 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2986, pruned_loss=0.06132, over 487052.23 frames. utt_duration=1332 frames, utt_pad_proportion=0.04243, over 1464.04 utterances.], giga_tot_loss[loss=0.1726, simple_loss=0.2529, pruned_loss=0.04618, over 2151517.32 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06703, over 17128.73 utterances.], batch size: 134, lr: 4.46e-04
2022-08-24 14:55:00,275 INFO [train.py:927] (7/8) Epoch 8, batch 500, giga_loss[loss=0.2516, simple_loss=0.3258, pruned_loss=0.08869, over 12385.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06452, over 183.00 utterances.], tot_loss[loss=0.1844, simple_loss=0.2652, pruned_loss=0.0518, over 2271759.48 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06356, over 17060.97 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2989, pruned_loss=0.06159, over 535727.95 frames. utt_duration=1342 frames, utt_pad_proportion=0.03852, over 1599.11 utterances.], giga_tot_loss[loss=0.1813, simple_loss=0.2614, pruned_loss=0.05054, over 2216975.03 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06432, over 17767.60 utterances.], batch size: 183, lr: 4.46e-04
2022-08-24 14:56:42,218 INFO [train.py:927] (7/8) Epoch 8, batch 550, giga_loss[loss=0.2492, simple_loss=0.34, pruned_loss=0.07918, over 12356.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03222, over 97.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2772, pruned_loss=0.05724, over 2317171.19 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06564, over 16906.99 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2985, pruned_loss=0.06205, over 602160.76 frames. utt_duration=1282 frames, utt_pad_proportion=0.0563, over 1881.74 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2736, pruned_loss=0.05602, over 2267750.64 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06502, over 17702.61 utterances.], batch size: 97, lr: 4.46e-04
2022-08-24 14:58:26,060 INFO [train.py:927] (7/8) Epoch 8, batch 600, giga_loss[loss=0.1953, simple_loss=0.2888, pruned_loss=0.05093, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03725, over 28.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.284, pruned_loss=0.06023, over 2351643.17 frames. utt_duration=532 frames, utt_pad_proportion=0.06992, over 17730.37 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2971, pruned_loss=0.06165, over 666857.22 frames. utt_duration=1291 frames, utt_pad_proportion=0.05104, over 2068.15 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2811, pruned_loss=0.05933, over 2307299.77 frames. utt_duration=495 frames, utt_pad_proportion=0.06999, over 18702.54 utterances.], batch size: 28, lr: 4.46e-04
2022-08-24 15:00:08,439 INFO [train.py:927] (7/8) Epoch 8, batch 650, giga_loss[loss=0.221, simple_loss=0.3027, pruned_loss=0.06962, over 12391.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02922, over 58.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2877, pruned_loss=0.06088, over 2378815.67 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06658, over 17811.04 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2957, pruned_loss=0.06118, over 720266.23 frames. utt_duration=1312 frames, utt_pad_proportion=0.04811, over 2198.46 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2855, pruned_loss=0.06029, over 2340454.98 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06729, over 18905.84 utterances.], batch size: 58, lr: 4.46e-04
2022-08-24 15:01:53,721 INFO [train.py:927] (7/8) Epoch 8, batch 700, giga_loss[loss=0.1999, simple_loss=0.2852, pruned_loss=0.05726, over 12351.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2916, pruned_loss=0.06289, over 2400323.42 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06429, over 17273.48 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2955, pruned_loss=0.06064, over 772288.62 frames. utt_duration=1325 frames, utt_pad_proportion=0.04457, over 2334.82 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2898, pruned_loss=0.06262, over 2367228.57 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06555, over 18435.79 utterances.], batch size: 51, lr: 4.46e-04
2022-08-24 15:03:38,849 INFO [train.py:927] (7/8) Epoch 8, batch 750, giga_loss[loss=0.2118, simple_loss=0.3003, pruned_loss=0.06168, over 12433.00 frames. utt_duration=441.6 frames, utt_pad_proportion=0.03588, over 113.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2966, pruned_loss=0.06501, over 2417084.20 frames. utt_duration=544 frames, utt_pad_proportion=0.06516, over 17820.82 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2949, pruned_loss=0.06025, over 806041.98 frames. utt_duration=1333 frames, utt_pad_proportion=0.0429, over 2421.51 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2954, pruned_loss=0.06499, over 2389667.37 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06638, over 18932.96 utterances.], batch size: 113, lr: 4.46e-04
2022-08-24 15:05:24,649 INFO [train.py:927] (7/8) Epoch 8, batch 800, giga_loss[loss=0.2505, simple_loss=0.3289, pruned_loss=0.08605, over 12373.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07135, over 212.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3, pruned_loss=0.06563, over 2428814.05 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06629, over 17625.44 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2942, pruned_loss=0.05978, over 855311.62 frames. utt_duration=1347 frames, utt_pad_proportion=0.04036, over 2543.27 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2993, pruned_loss=0.06588, over 2405587.15 frames. utt_duration=513.3 frames, utt_pad_proportion=0.0677, over 18801.99 utterances.], batch size: 212, lr: 4.46e-04
2022-08-24 15:07:07,609 INFO [train.py:927] (7/8) Epoch 8, batch 850, giga_loss[loss=0.183, simple_loss=0.2774, pruned_loss=0.04435, over 12180.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.03607, over 28.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3011, pruned_loss=0.06545, over 2438144.85 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06484, over 17454.46 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2937, pruned_loss=0.0595, over 879282.23 frames. utt_duration=1351 frames, utt_pad_proportion=0.03905, over 2605.79 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3009, pruned_loss=0.06582, over 2419425.27 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06634, over 18529.31 utterances.], batch size: 28, lr: 4.46e-04
2022-08-24 15:08:52,798 INFO [train.py:927] (7/8) Epoch 8, batch 900, giga_loss[loss=0.2139, simple_loss=0.2982, pruned_loss=0.06478, over 12235.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03739, over 28.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3011, pruned_loss=0.06477, over 2446117.35 frames. utt_duration=574.3 frames, utt_pad_proportion=0.06155, over 17080.80 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.293, pruned_loss=0.05912, over 895175.02 frames. utt_duration=1354 frames, utt_pad_proportion=0.03884, over 2646.66 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3012, pruned_loss=0.06525, over 2431131.80 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06303, over 18029.61 utterances.], batch size: 28, lr: 4.46e-04
2022-08-24 15:10:37,331 INFO [train.py:927] (7/8) Epoch 8, batch 950, giga_loss[loss=0.2579, simple_loss=0.326, pruned_loss=0.09487, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04071, over 114.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.303, pruned_loss=0.06758, over 2451914.08 frames. utt_duration=582.4 frames, utt_pad_proportion=0.0616, over 16882.35 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.293, pruned_loss=0.05916, over 941494.43 frames. utt_duration=1358 frames, utt_pad_proportion=0.03675, over 2775.74 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3033, pruned_loss=0.06818, over 2439654.64 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06332, over 17918.82 utterances.], batch size: 114, lr: 4.46e-04
2022-08-24 15:12:21,625 INFO [train.py:927] (7/8) Epoch 8, batch 1000, giga_loss[loss=0.2065, simple_loss=0.2957, pruned_loss=0.05866, over 12338.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03324, over 62.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3035, pruned_loss=0.0687, over 2455913.76 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06329, over 16985.48 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2945, pruned_loss=0.05958, over 971539.27 frames. utt_duration=1311 frames, utt_pad_proportion=0.0499, over 2966.63 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3035, pruned_loss=0.06918, over 2446172.70 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06286, over 17890.20 utterances.], batch size: 62, lr: 4.46e-04
2022-08-24 15:14:05,380 INFO [train.py:927] (7/8) Epoch 8, batch 1050, giga_loss[loss=0.2608, simple_loss=0.3354, pruned_loss=0.09316, over 12345.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03242, over 85.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3017, pruned_loss=0.06792, over 2459155.70 frames. utt_duration=610.7 frames, utt_pad_proportion=0.05787, over 16146.06 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2926, pruned_loss=0.05872, over 1008368.36 frames. utt_duration=1325 frames, utt_pad_proportion=0.04792, over 3048.58 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3026, pruned_loss=0.06883, over 2451343.52 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05818, over 17102.44 utterances.], batch size: 85, lr: 4.46e-04
2022-08-24 15:15:52,341 INFO [train.py:927] (7/8) Epoch 8, batch 1100, giga_loss[loss=0.2066, simple_loss=0.2964, pruned_loss=0.05841, over 12305.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02939, over 74.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3005, pruned_loss=0.06733, over 2462069.30 frames. utt_duration=605.1 frames, utt_pad_proportion=0.05756, over 16315.95 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2922, pruned_loss=0.05847, over 1051660.55 frames. utt_duration=1316 frames, utt_pad_proportion=0.04744, over 3201.14 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3016, pruned_loss=0.06841, over 2455582.21 frames. utt_duration=569 frames, utt_pad_proportion=0.05804, over 17307.57 utterances.], batch size: 74, lr: 4.46e-04
2022-08-24 15:17:38,652 INFO [train.py:927] (7/8) Epoch 8, batch 1150, giga_loss[loss=0.2318, simple_loss=0.2997, pruned_loss=0.08194, over 12398.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2978, pruned_loss=0.066, over 2465469.25 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05585, over 16624.66 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2922, pruned_loss=0.05864, over 1100491.50 frames. utt_duration=1311 frames, utt_pad_proportion=0.04698, over 3361.58 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2989, pruned_loss=0.06706, over 2460134.17 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05652, over 17684.87 utterances.], batch size: 259, lr: 4.46e-04
2022-08-24 15:19:23,698 INFO [train.py:927] (7/8) Epoch 8, batch 1200, giga_loss[loss=0.2203, simple_loss=0.3089, pruned_loss=0.06585, over 12367.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06069, over 182.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.295, pruned_loss=0.0652, over 2467657.56 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06157, over 17952.95 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.293, pruned_loss=0.05881, over 1147579.36 frames. utt_duration=1285 frames, utt_pad_proportion=0.05363, over 3577.61 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2957, pruned_loss=0.0662, over 2463378.13 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06103, over 19065.55 utterances.], batch size: 182, lr: 4.45e-04
2022-08-24 15:21:07,769 INFO [train.py:927] (7/8) Epoch 8, batch 1250, giga_loss[loss=0.2396, simple_loss=0.3133, pruned_loss=0.08296, over 12381.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.03113, over 62.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2947, pruned_loss=0.0647, over 2468516.32 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06075, over 17366.61 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2938, pruned_loss=0.05926, over 1193029.51 frames. utt_duration=1282 frames, utt_pad_proportion=0.05115, over 3726.12 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2949, pruned_loss=0.0655, over 2465104.54 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06086, over 18567.63 utterances.], batch size: 62, lr: 4.45e-04
2022-08-24 15:22:52,626 INFO [train.py:927] (7/8) Epoch 8, batch 1300, giga_loss[loss=0.2105, simple_loss=0.2805, pruned_loss=0.07022, over 12410.00 frames. utt_duration=904 frames, utt_pad_proportion=0.03419, over 55.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2923, pruned_loss=0.06387, over 2469264.90 frames. utt_duration=585 frames, utt_pad_proportion=0.05884, over 16928.29 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2952, pruned_loss=0.06004, over 1224632.83 frames. utt_duration=1279 frames, utt_pad_proportion=0.05097, over 3835.56 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2918, pruned_loss=0.06427, over 2466503.06 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05922, over 18097.14 utterances.], batch size: 55, lr: 4.45e-04
2022-08-24 15:24:36,202 INFO [train.py:927] (7/8) Epoch 8, batch 1350, giga_loss[loss=0.2011, simple_loss=0.282, pruned_loss=0.06007, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02632, over 48.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2898, pruned_loss=0.0637, over 2470479.38 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05723, over 16910.53 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2953, pruned_loss=0.06006, over 1230981.67 frames. utt_duration=1274 frames, utt_pad_proportion=0.05124, over 3868.38 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2894, pruned_loss=0.06401, over 2468218.38 frames. utt_duration=554.6 frames, utt_pad_proportion=0.05758, over 17850.81 utterances.], batch size: 48, lr: 4.45e-04
2022-08-24 15:26:20,105 INFO [train.py:927] (7/8) Epoch 8, batch 1400, giga_loss[loss=0.1828, simple_loss=0.2584, pruned_loss=0.05362, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0315, over 40.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2869, pruned_loss=0.06259, over 2471421.55 frames. utt_duration=608.2 frames, utt_pad_proportion=0.05556, over 16293.77 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.06016, over 1261721.49 frames. utt_duration=1280 frames, utt_pad_proportion=0.04957, over 3947.83 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2861, pruned_loss=0.06287, over 2469590.64 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05636, over 17259.47 utterances.], batch size: 40, lr: 4.45e-04
2022-08-24 15:28:04,583 INFO [train.py:927] (7/8) Epoch 8, batch 1450, giga_loss[loss=0.1576, simple_loss=0.2424, pruned_loss=0.03641, over 12316.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02874, over 74.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2841, pruned_loss=0.0615, over 2471443.28 frames. utt_duration=615 frames, utt_pad_proportion=0.05275, over 16114.66 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2957, pruned_loss=0.05987, over 1297111.95 frames. utt_duration=1287 frames, utt_pad_proportion=0.04789, over 4037.23 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2834, pruned_loss=0.06192, over 2470412.09 frames. utt_duration=578 frames, utt_pad_proportion=0.05395, over 17141.69 utterances.], batch size: 74, lr: 4.45e-04
2022-08-24 15:29:54,372 INFO [train.py:927] (7/8) Epoch 8, batch 1500, giga_loss[loss=0.2328, simple_loss=0.3095, pruned_loss=0.07801, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02752, over 45.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2815, pruned_loss=0.06051, over 2470941.44 frames. utt_duration=630.2 frames, utt_pad_proportion=0.0543, over 15719.77 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2954, pruned_loss=0.05968, over 1325964.44 frames. utt_duration=1269 frames, utt_pad_proportion=0.05451, over 4183.48 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2808, pruned_loss=0.06095, over 2470294.25 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05385, over 16673.85 utterances.], batch size: 45, lr: 4.45e-04
2022-08-24 15:31:37,239 INFO [train.py:927] (7/8) Epoch 8, batch 1550, giga_loss[loss=0.212, simple_loss=0.296, pruned_loss=0.06405, over 12460.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03009, over 80.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2812, pruned_loss=0.06045, over 2471894.15 frames. utt_duration=649.7 frames, utt_pad_proportion=0.05097, over 15252.76 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2954, pruned_loss=0.05966, over 1348511.13 frames. utt_duration=1276 frames, utt_pad_proportion=0.05299, over 4231.46 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2804, pruned_loss=0.06081, over 2471546.79 frames. utt_duration=612.8 frames, utt_pad_proportion=0.05112, over 16171.33 utterances.], batch size: 80, lr: 4.45e-04
2022-08-24 15:33:20,836 INFO [train.py:927] (7/8) Epoch 8, batch 1600, giga_loss[loss=0.195, simple_loss=0.2717, pruned_loss=0.05914, over 12153.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03302, over 36.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2859, pruned_loss=0.06278, over 2471959.29 frames. utt_duration=640.1 frames, utt_pad_proportion=0.05203, over 15484.00 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2966, pruned_loss=0.06014, over 1376366.63 frames. utt_duration=1277 frames, utt_pad_proportion=0.05163, over 4314.85 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2844, pruned_loss=0.06287, over 2471625.95 frames. utt_duration=605 frames, utt_pad_proportion=0.0524, over 16382.79 utterances.], batch size: 36, lr: 4.45e-04
2022-08-24 15:35:05,820 INFO [train.py:927] (7/8) Epoch 8, batch 1650, giga_loss[loss=0.2175, simple_loss=0.3086, pruned_loss=0.06315, over 12390.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02685, over 70.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2926, pruned_loss=0.0664, over 2472663.76 frames. utt_duration=590.5 frames, utt_pad_proportion=0.05975, over 16792.01 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2975, pruned_loss=0.06019, over 1392772.77 frames. utt_duration=1283 frames, utt_pad_proportion=0.0506, over 4347.96 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2909, pruned_loss=0.06651, over 2472361.05 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05995, over 17626.49 utterances.], batch size: 70, lr: 4.45e-04
2022-08-24 15:36:49,175 INFO [train.py:927] (7/8) Epoch 8, batch 1700, libri_loss[loss=0.1926, simple_loss=0.2844, pruned_loss=0.05037, over 12312.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005065, over 35.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2982, pruned_loss=0.06858, over 2472816.48 frames. utt_duration=585.4 frames, utt_pad_proportion=0.05748, over 16939.26 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2966, pruned_loss=0.05978, over 1430334.80 frames. utt_duration=1284 frames, utt_pad_proportion=0.04973, over 4461.67 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2972, pruned_loss=0.06914, over 2472288.47 frames. utt_duration=553.6 frames, utt_pad_proportion=0.05806, over 17911.88 utterances.], batch size: 35, lr: 4.45e-04
2022-08-24 15:38:31,689 INFO [train.py:927] (7/8) Epoch 8, batch 1750, giga_loss[loss=0.1838, simple_loss=0.2749, pruned_loss=0.04632, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03678, over 105.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3013, pruned_loss=0.06953, over 2472699.49 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06307, over 17588.97 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2964, pruned_loss=0.05972, over 1440579.31 frames. utt_duration=1283 frames, utt_pad_proportion=0.0497, over 4498.02 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3007, pruned_loss=0.07009, over 2472417.61 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06335, over 18441.69 utterances.], batch size: 105, lr: 4.45e-04
2022-08-24 15:40:16,462 INFO [train.py:927] (7/8) Epoch 8, batch 1800, giga_loss[loss=0.1655, simple_loss=0.2622, pruned_loss=0.03439, over 12466.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03969, over 26.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3001, pruned_loss=0.06766, over 2472705.25 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06952, over 18054.98 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2961, pruned_loss=0.05954, over 1450843.11 frames. utt_duration=1285 frames, utt_pad_proportion=0.04907, over 4519.97 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2999, pruned_loss=0.06828, over 2472517.45 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06968, over 18826.25 utterances.], batch size: 26, lr: 4.45e-04
2022-08-24 15:41:59,313 INFO [train.py:927] (7/8) Epoch 8, batch 1850, giga_loss[loss=0.2299, simple_loss=0.3147, pruned_loss=0.07262, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3007, pruned_loss=0.06766, over 2472547.03 frames. utt_duration=534.8 frames, utt_pad_proportion=0.07469, over 18546.02 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2955, pruned_loss=0.05926, over 1480769.45 frames. utt_duration=1292 frames, utt_pad_proportion=0.04727, over 4589.51 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.301, pruned_loss=0.06851, over 2472716.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.07528, over 19472.34 utterances.], batch size: 97, lr: 4.45e-04
2022-08-24 15:43:43,029 INFO [train.py:927] (7/8) Epoch 8, batch 1900, libri_loss[loss=0.2231, simple_loss=0.3187, pruned_loss=0.06375, over 12246.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005558, over 34.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3034, pruned_loss=0.0693, over 2473073.62 frames. utt_duration=534.5 frames, utt_pad_proportion=0.07448, over 18558.70 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2965, pruned_loss=0.05948, over 1500351.49 frames. utt_duration=1293 frames, utt_pad_proportion=0.04618, over 4648.28 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3032, pruned_loss=0.07003, over 2473315.03 frames. utt_duration=509 frames, utt_pad_proportion=0.0754, over 19492.62 utterances.], batch size: 34, lr: 4.45e-04
2022-08-24 15:45:28,124 INFO [train.py:927] (7/8) Epoch 8, batch 1950, giga_loss[loss=0.2712, simple_loss=0.3433, pruned_loss=0.09956, over 12418.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07196, over 212.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3049, pruned_loss=0.07075, over 2473551.01 frames. utt_duration=527.9 frames, utt_pad_proportion=0.07168, over 18795.42 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2962, pruned_loss=0.05943, over 1519335.13 frames. utt_duration=1296 frames, utt_pad_proportion=0.04509, over 4694.05 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.305, pruned_loss=0.07152, over 2474016.34 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07291, over 19739.39 utterances.], batch size: 212, lr: 4.45e-04
2022-08-24 15:47:11,216 INFO [train.py:927] (7/8) Epoch 8, batch 2000, giga_loss[loss=0.2314, simple_loss=0.3136, pruned_loss=0.0746, over 12484.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04293, over 34.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3068, pruned_loss=0.07192, over 2473103.41 frames. utt_duration=535.1 frames, utt_pad_proportion=0.07117, over 18537.93 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2967, pruned_loss=0.05977, over 1533602.52 frames. utt_duration=1268 frames, utt_pad_proportion=0.05318, over 4844.02 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3067, pruned_loss=0.0725, over 2473447.76 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07071, over 19334.02 utterances.], batch size: 34, lr: 4.44e-04
2022-08-24 15:48:54,724 INFO [train.py:927] (7/8) Epoch 8, batch 2050, libri_loss[loss=0.2172, simple_loss=0.3039, pruned_loss=0.06529, over 12384.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02455, over 43.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3076, pruned_loss=0.07192, over 2472666.96 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06836, over 18091.16 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2962, pruned_loss=0.05961, over 1552016.75 frames. utt_duration=1272 frames, utt_pad_proportion=0.05201, over 4885.90 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.308, pruned_loss=0.07271, over 2473158.35 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06849, over 18939.55 utterances.], batch size: 43, lr: 4.44e-04
2022-08-24 15:50:39,566 INFO [train.py:927] (7/8) Epoch 8, batch 2100, giga_loss[loss=0.2488, simple_loss=0.3265, pruned_loss=0.08554, over 12411.00 frames. utt_duration=974.9 frames, utt_pad_proportion=0.02799, over 51.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3068, pruned_loss=0.07164, over 2472459.33 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06618, over 17424.10 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2964, pruned_loss=0.05981, over 1569968.13 frames. utt_duration=1274 frames, utt_pad_proportion=0.0508, over 4934.75 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3073, pruned_loss=0.07237, over 2473141.03 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06676, over 18276.16 utterances.], batch size: 51, lr: 4.44e-04
2022-08-24 15:52:24,034 INFO [train.py:927] (7/8) Epoch 8, batch 2150, giga_loss[loss=0.2298, simple_loss=0.3107, pruned_loss=0.07444, over 12343.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03007, over 91.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3066, pruned_loss=0.07173, over 2472756.26 frames. utt_duration=601.6 frames, utt_pad_proportion=0.06144, over 16483.47 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2965, pruned_loss=0.05984, over 1583304.22 frames. utt_duration=1279 frames, utt_pad_proportion=0.04998, over 4956.60 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.307, pruned_loss=0.07244, over 2473418.69 frames. utt_duration=573.5 frames, utt_pad_proportion=0.0624, over 17296.24 utterances.], batch size: 91, lr: 4.44e-04
2022-08-24 15:54:06,480 INFO [train.py:927] (7/8) Epoch 8, batch 2200, giga_loss[loss=0.2152, simple_loss=0.2928, pruned_loss=0.06882, over 12364.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3061, pruned_loss=0.07155, over 2471326.00 frames. utt_duration=616.6 frames, utt_pad_proportion=0.06349, over 16071.67 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2968, pruned_loss=0.06029, over 1613609.16 frames. utt_duration=1259 frames, utt_pad_proportion=0.05599, over 5134.74 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3066, pruned_loss=0.07224, over 2472166.65 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06273, over 16910.31 utterances.], batch size: 51, lr: 4.44e-04
2022-08-24 15:55:49,379 INFO [train.py:927] (7/8) Epoch 8, batch 2250, giga_loss[loss=0.2159, simple_loss=0.2976, pruned_loss=0.06713, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04462, over 31.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3055, pruned_loss=0.07097, over 2472172.16 frames. utt_duration=608.5 frames, utt_pad_proportion=0.06227, over 16291.54 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2961, pruned_loss=0.06001, over 1634906.13 frames. utt_duration=1266 frames, utt_pad_proportion=0.05451, over 5172.96 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3066, pruned_loss=0.07194, over 2472790.32 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06216, over 17170.75 utterances.], batch size: 31, lr: 4.44e-04
2022-08-24 15:57:34,084 INFO [train.py:927] (7/8) Epoch 8, batch 2300, giga_loss[loss=0.2401, simple_loss=0.3149, pruned_loss=0.08268, over 12354.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03046, over 85.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3053, pruned_loss=0.07084, over 2472270.17 frames. utt_duration=627.2 frames, utt_pad_proportion=0.05875, over 15804.49 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2959, pruned_loss=0.06001, over 1651304.48 frames. utt_duration=1271 frames, utt_pad_proportion=0.05331, over 5201.33 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3063, pruned_loss=0.07178, over 2472940.65 frames. utt_duration=595 frames, utt_pad_proportion=0.0592, over 16666.16 utterances.], batch size: 85, lr: 4.44e-04
2022-08-24 15:59:18,236 INFO [train.py:927] (7/8) Epoch 8, batch 2350, giga_loss[loss=0.2293, simple_loss=0.3126, pruned_loss=0.07296, over 12396.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03639, over 113.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3025, pruned_loss=0.06959, over 2471707.89 frames. utt_duration=610.5 frames, utt_pad_proportion=0.06018, over 16235.31 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2949, pruned_loss=0.05971, over 1679326.26 frames. utt_duration=1284 frames, utt_pad_proportion=0.05158, over 5237.60 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3043, pruned_loss=0.07088, over 2472531.79 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06104, over 17253.04 utterances.], batch size: 113, lr: 4.44e-04
2022-08-24 16:00:59,771 INFO [train.py:927] (7/8) Epoch 8, batch 2400, giga_loss[loss=0.2157, simple_loss=0.2929, pruned_loss=0.06929, over 12362.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.03622, over 26.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3006, pruned_loss=0.06937, over 2472027.52 frames. utt_duration=623.2 frames, utt_pad_proportion=0.0628, over 15904.14 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05981, over 1698927.46 frames. utt_duration=1289 frames, utt_pad_proportion=0.0504, over 5277.26 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3023, pruned_loss=0.07056, over 2472699.50 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06378, over 16923.31 utterances.], batch size: 26, lr: 4.44e-04
2022-08-24 16:02:43,748 INFO [train.py:927] (7/8) Epoch 8, batch 2450, giga_loss[loss=0.2153, simple_loss=0.2905, pruned_loss=0.07011, over 12352.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2976, pruned_loss=0.06822, over 2471313.18 frames. utt_duration=640.9 frames, utt_pad_proportion=0.05881, over 15459.47 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2947, pruned_loss=0.05985, over 1721501.99 frames. utt_duration=1296 frames, utt_pad_proportion=0.04884, over 5319.55 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.299, pruned_loss=0.06939, over 2472154.67 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06043, over 16531.12 utterances.], batch size: 97, lr: 4.44e-04
2022-08-24 16:04:26,860 INFO [train.py:927] (7/8) Epoch 8, batch 2500, giga_loss[loss=0.2115, simple_loss=0.2896, pruned_loss=0.06673, over 12303.00 frames. utt_duration=850.1 frames, utt_pad_proportion=0.03399, over 58.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2946, pruned_loss=0.0669, over 2472427.54 frames. utt_duration=638.7 frames, utt_pad_proportion=0.05736, over 15520.67 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2952, pruned_loss=0.06011, over 1732746.84 frames. utt_duration=1279 frames, utt_pad_proportion=0.05377, over 5424.22 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2955, pruned_loss=0.06776, over 2473039.63 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05728, over 16409.67 utterances.], batch size: 58, lr: 4.44e-04
2022-08-24 16:06:11,075 INFO [train.py:927] (7/8) Epoch 8, batch 2550, giga_loss[loss=0.169, simple_loss=0.2493, pruned_loss=0.04432, over 12323.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03454, over 51.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2941, pruned_loss=0.06617, over 2472664.14 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05583, over 15912.41 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2958, pruned_loss=0.06032, over 1740280.73 frames. utt_duration=1280 frames, utt_pad_proportion=0.05315, over 5443.93 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2944, pruned_loss=0.06678, over 2473013.87 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05602, over 16677.75 utterances.], batch size: 51, lr: 4.44e-04
2022-08-24 16:07:54,559 INFO [train.py:927] (7/8) Epoch 8, batch 2600, giga_loss[loss=0.1701, simple_loss=0.2565, pruned_loss=0.04184, over 12481.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.0358, over 40.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2962, pruned_loss=0.06661, over 2473369.63 frames. utt_duration=595 frames, utt_pad_proportion=0.05399, over 16669.18 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2957, pruned_loss=0.06037, over 1747382.98 frames. utt_duration=1283 frames, utt_pad_proportion=0.05258, over 5455.46 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2964, pruned_loss=0.06711, over 2473830.57 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05436, over 17358.48 utterances.], batch size: 40, lr: 4.44e-04
2022-08-24 16:09:36,930 INFO [train.py:927] (7/8) Epoch 8, batch 2650, giga_loss[loss=0.207, simple_loss=0.29, pruned_loss=0.06198, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02943, over 45.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2972, pruned_loss=0.0661, over 2473405.05 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05781, over 17378.70 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.06033, over 1785757.62 frames. utt_duration=1271 frames, utt_pad_proportion=0.05648, over 5627.69 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2973, pruned_loss=0.06685, over 2474350.87 frames. utt_duration=540 frames, utt_pad_proportion=0.05685, over 18378.16 utterances.], batch size: 45, lr: 4.44e-04
2022-08-24 16:11:20,745 INFO [train.py:927] (7/8) Epoch 8, batch 2700, giga_loss[loss=0.187, simple_loss=0.2811, pruned_loss=0.04641, over 12376.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02767, over 70.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2962, pruned_loss=0.065, over 2473989.11 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05738, over 17899.87 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.296, pruned_loss=0.06033, over 1795967.47 frames. utt_duration=1271 frames, utt_pad_proportion=0.056, over 5659.12 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2963, pruned_loss=0.06566, over 2474801.35 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05679, over 18823.84 utterances.], batch size: 70, lr: 4.44e-04
2022-08-24 16:13:03,836 INFO [train.py:927] (7/8) Epoch 8, batch 2750, libri_loss[loss=0.1942, simple_loss=0.2785, pruned_loss=0.05496, over 12238.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.004672, over 31.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2979, pruned_loss=0.06602, over 2475136.17 frames. utt_duration=530.6 frames, utt_pad_proportion=0.05678, over 18713.66 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2962, pruned_loss=0.06045, over 1806170.53 frames. utt_duration=1273 frames, utt_pad_proportion=0.05508, over 5682.07 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2979, pruned_loss=0.06655, over 2475731.37 frames. utt_duration=506.7 frames, utt_pad_proportion=0.05661, over 19601.68 utterances.], batch size: 31, lr: 4.44e-04
2022-08-24 16:14:45,160 INFO [train.py:927] (7/8) Epoch 8, batch 2800, giga_loss[loss=0.2564, simple_loss=0.3341, pruned_loss=0.08938, over 12400.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02593, over 91.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2998, pruned_loss=0.06674, over 2474040.30 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05704, over 18190.22 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2964, pruned_loss=0.06052, over 1818731.60 frames. utt_duration=1276 frames, utt_pad_proportion=0.05399, over 5706.31 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.2997, pruned_loss=0.0672, over 2475137.69 frames. utt_duration=519.8 frames, utt_pad_proportion=0.05719, over 19103.67 utterances.], batch size: 91, lr: 4.44e-04
2022-08-24 16:16:26,877 INFO [train.py:927] (7/8) Epoch 8, batch 2850, giga_loss[loss=0.214, simple_loss=0.3015, pruned_loss=0.06325, over 12428.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05442, over 162.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2992, pruned_loss=0.06599, over 2474183.06 frames. utt_duration=555.8 frames, utt_pad_proportion=0.0601, over 17854.21 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2962, pruned_loss=0.06039, over 1834551.32 frames. utt_duration=1280 frames, utt_pad_proportion=0.05279, over 5740.27 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2993, pruned_loss=0.06657, over 2475408.17 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06039, over 18816.29 utterances.], batch size: 162, lr: 4.43e-04
2022-08-24 16:18:10,243 INFO [train.py:927] (7/8) Epoch 8, batch 2900, giga_loss[loss=0.1689, simple_loss=0.2552, pruned_loss=0.04131, over 12286.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03223, over 28.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3009, pruned_loss=0.06684, over 2474372.66 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06248, over 17957.58 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2977, pruned_loss=0.06096, over 1853510.09 frames. utt_duration=1256 frames, utt_pad_proportion=0.05807, over 5908.55 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3001, pruned_loss=0.06708, over 2475360.61 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06107, over 18910.64 utterances.], batch size: 28, lr: 4.43e-04
2022-08-24 16:19:50,911 INFO [train.py:927] (7/8) Epoch 8, batch 2950, giga_loss[loss=0.2334, simple_loss=0.3146, pruned_loss=0.07606, over 12446.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04269, over 114.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2988, pruned_loss=0.06584, over 2473495.20 frames. utt_duration=588.2 frames, utt_pad_proportion=0.0574, over 16865.12 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2973, pruned_loss=0.06091, over 1868658.38 frames. utt_duration=1263 frames, utt_pad_proportion=0.0567, over 5923.63 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2984, pruned_loss=0.06618, over 2474470.35 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05688, over 17872.10 utterances.], batch size: 114, lr: 4.43e-04
2022-08-24 16:21:32,161 INFO [train.py:927] (7/8) Epoch 8, batch 3000, giga_loss[loss=0.2181, simple_loss=0.2928, pruned_loss=0.07174, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2966, pruned_loss=0.06527, over 2473245.76 frames. utt_duration=619 frames, utt_pad_proportion=0.05386, over 16022.26 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2972, pruned_loss=0.06085, over 1889218.26 frames. utt_duration=1271 frames, utt_pad_proportion=0.05474, over 5951.76 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2965, pruned_loss=0.06575, over 2474290.65 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05423, over 17140.55 utterances.], batch size: 97, lr: 4.43e-04
2022-08-24 16:21:32,162 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 16:21:46,472 INFO [train.py:967] (7/8) 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 16:23:24,634 INFO [train.py:927] (7/8) Epoch 8, batch 3050, giga_loss[loss=0.2146, simple_loss=0.2955, pruned_loss=0.06689, over 12316.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03434, over 51.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2984, pruned_loss=0.06511, over 2473740.61 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05675, over 16788.29 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2972, pruned_loss=0.06085, over 1900694.60 frames. utt_duration=1276 frames, utt_pad_proportion=0.05366, over 5965.60 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2982, pruned_loss=0.06557, over 2474709.22 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05718, over 17848.52 utterances.], batch size: 51, lr: 4.43e-04
2022-08-24 16:25:04,887 INFO [train.py:927] (7/8) Epoch 8, batch 3100, libri_loss[loss=0.1943, simple_loss=0.2781, pruned_loss=0.05529, over 12210.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.00745, over 31.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2995, pruned_loss=0.06576, over 2474159.60 frames. utt_duration=579 frames, utt_pad_proportion=0.05618, over 17137.43 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2981, pruned_loss=0.06115, over 1914876.53 frames. utt_duration=1260 frames, utt_pad_proportion=0.05768, over 6084.57 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2987, pruned_loss=0.066, over 2474950.58 frames. utt_duration=547.3 frames, utt_pad_proportion=0.0552, over 18136.59 utterances.], batch size: 31, lr: 4.43e-04
2022-08-24 16:26:45,385 INFO [train.py:927] (7/8) Epoch 8, batch 3150, libri_loss[loss=0.1581, simple_loss=0.2456, pruned_loss=0.03532, over 12289.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.01018, over 28.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2972, pruned_loss=0.06574, over 2473953.51 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05282, over 16519.39 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2978, pruned_loss=0.06102, over 1928552.95 frames. utt_duration=1266 frames, utt_pad_proportion=0.05648, over 6101.31 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2969, pruned_loss=0.06614, over 2474726.85 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05254, over 17550.31 utterances.], batch size: 28, lr: 4.43e-04
2022-08-24 16:28:26,158 INFO [train.py:927] (7/8) Epoch 8, batch 3200, giga_loss[loss=0.196, simple_loss=0.2735, pruned_loss=0.0593, over 12415.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03466, over 37.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2956, pruned_loss=0.06562, over 2474437.32 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05192, over 16679.22 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2977, pruned_loss=0.061, over 1933887.86 frames. utt_duration=1268 frames, utt_pad_proportion=0.05599, over 6109.25 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2953, pruned_loss=0.06599, over 2475143.03 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05188, over 17574.90 utterances.], batch size: 37, lr: 4.43e-04
2022-08-24 16:30:08,581 INFO [train.py:927] (7/8) Epoch 8, batch 3250, giga_loss[loss=0.2115, simple_loss=0.2734, pruned_loss=0.07479, over 12206.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03093, over 42.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2924, pruned_loss=0.06447, over 2473839.76 frames. utt_duration=612.4 frames, utt_pad_proportion=0.0491, over 16198.50 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2984, pruned_loss=0.06146, over 1949931.28 frames. utt_duration=1268 frames, utt_pad_proportion=0.05445, over 6159.38 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2916, pruned_loss=0.06452, over 2474369.10 frames. utt_duration=578.2 frames, utt_pad_proportion=0.04965, over 17163.76 utterances.], batch size: 42, lr: 4.43e-04
2022-08-24 16:31:50,300 INFO [train.py:927] (7/8) Epoch 8, batch 3300, giga_loss[loss=0.1933, simple_loss=0.2746, pruned_loss=0.05604, over 12397.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03861, over 113.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2901, pruned_loss=0.06346, over 2474511.37 frames. utt_duration=593.9 frames, utt_pad_proportion=0.0541, over 16709.04 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2988, pruned_loss=0.06168, over 1957691.55 frames. utt_duration=1254 frames, utt_pad_proportion=0.05851, over 6251.53 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2891, pruned_loss=0.06339, over 2474977.52 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05306, over 17521.86 utterances.], batch size: 113, lr: 4.43e-04
2022-08-24 16:33:31,561 INFO [train.py:927] (7/8) Epoch 8, batch 3350, giga_loss[loss=0.2093, simple_loss=0.302, pruned_loss=0.05827, over 12321.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04887, over 26.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2919, pruned_loss=0.06434, over 2474416.07 frames. utt_duration=596.9 frames, utt_pad_proportion=0.05405, over 16624.60 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2985, pruned_loss=0.0615, over 1965179.07 frames. utt_duration=1259 frames, utt_pad_proportion=0.05784, over 6250.75 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2912, pruned_loss=0.06445, over 2474989.87 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05343, over 17407.21 utterances.], batch size: 26, lr: 4.43e-04
2022-08-24 16:35:11,826 INFO [train.py:927] (7/8) Epoch 8, batch 3400, giga_loss[loss=0.2035, simple_loss=0.2927, pruned_loss=0.05714, over 12380.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.0264, over 66.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2945, pruned_loss=0.06548, over 2473198.93 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05523, over 16580.48 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2984, pruned_loss=0.06165, over 1979927.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.05624, over 6261.20 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2939, pruned_loss=0.06553, over 2473928.66 frames. utt_duration=567.7 frames, utt_pad_proportion=0.05519, over 17478.50 utterances.], batch size: 66, lr: 4.43e-04
2022-08-24 16:36:55,969 INFO [train.py:927] (7/8) Epoch 8, batch 3450, giga_loss[loss=0.2092, simple_loss=0.2913, pruned_loss=0.06354, over 12343.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02404, over 45.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2972, pruned_loss=0.06663, over 2473257.96 frames. utt_duration=593.8 frames, utt_pad_proportion=0.0548, over 16701.75 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2984, pruned_loss=0.06177, over 1991870.90 frames. utt_duration=1256 frames, utt_pad_proportion=0.06067, over 6352.72 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2967, pruned_loss=0.06668, over 2474089.21 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05324, over 17569.53 utterances.], batch size: 45, lr: 4.43e-04
2022-08-24 16:38:51,294 INFO [train.py:927] (7/8) Epoch 8, batch 3500, libri_loss[loss=0.2323, simple_loss=0.3058, pruned_loss=0.07935, over 12246.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005396, over 34.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3045, pruned_loss=0.07243, over 2473705.23 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06179, over 17983.27 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2983, pruned_loss=0.06186, over 2010351.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.05889, over 6391.87 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3042, pruned_loss=0.07274, over 2474808.97 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06096, over 19076.90 utterances.], batch size: 34, lr: 4.43e-04
2022-08-24 16:40:34,758 INFO [train.py:927] (7/8) Epoch 8, batch 3550, giga_loss[loss=0.3019, simple_loss=0.3666, pruned_loss=0.1186, over 12353.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04708, over 146.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3102, pruned_loss=0.07652, over 2473792.70 frames. utt_duration=518.5 frames, utt_pad_proportion=0.07259, over 19137.66 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2983, pruned_loss=0.06182, over 2019314.57 frames. utt_duration=1264 frames, utt_pad_proportion=0.05782, over 6396.99 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3101, pruned_loss=0.07701, over 2474882.24 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07175, over 20209.84 utterances.], batch size: 146, lr: 4.43e-04
2022-08-24 16:42:19,177 INFO [train.py:927] (7/8) Epoch 8, batch 3600, giga_loss[loss=0.2642, simple_loss=0.3439, pruned_loss=0.09221, over 12376.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03782, over 113.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3179, pruned_loss=0.08074, over 2473523.27 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07135, over 19041.75 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.3, pruned_loss=0.06181, over 2030272.34 frames. utt_duration=1269 frames, utt_pad_proportion=0.05646, over 6407.00 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3169, pruned_loss=0.08152, over 2474667.90 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07122, over 20171.33 utterances.], batch size: 113, lr: 4.43e-04
2022-08-24 16:44:03,070 INFO [train.py:927] (7/8) Epoch 8, batch 3650, giga_loss[loss=0.2555, simple_loss=0.3277, pruned_loss=0.09172, over 12372.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03224, over 104.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.322, pruned_loss=0.08425, over 2473742.33 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07204, over 19781.17 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2996, pruned_loss=0.06164, over 2045570.45 frames. utt_duration=1271 frames, utt_pad_proportion=0.05519, over 6444.18 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.322, pruned_loss=0.08561, over 2474685.15 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07239, over 21051.12 utterances.], batch size: 104, lr: 4.43e-04
2022-08-24 16:45:52,050 INFO [train.py:927] (7/8) Epoch 8, batch 3700, giga_loss[loss=0.3149, simple_loss=0.3707, pruned_loss=0.1295, over 12440.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03023, over 80.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3283, pruned_loss=0.09075, over 2473543.87 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07882, over 21387.39 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2996, pruned_loss=0.06168, over 2051918.33 frames. utt_duration=1274 frames, utt_pad_proportion=0.05441, over 6452.46 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3286, pruned_loss=0.09212, over 2474345.81 frames. utt_duration=440.1 frames, utt_pad_proportion=0.079, over 22564.09 utterances.], batch size: 80, lr: 4.42e-04
2022-08-24 16:47:41,942 INFO [train.py:927] (7/8) Epoch 8, batch 3750, giga_loss[loss=0.2336, simple_loss=0.3111, pruned_loss=0.07809, over 12358.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03231, over 51.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.334, pruned_loss=0.09676, over 2473573.06 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07692, over 21227.03 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3004, pruned_loss=0.0626, over 2067857.78 frames. utt_duration=1279 frames, utt_pad_proportion=0.05256, over 6476.84 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3348, pruned_loss=0.09832, over 2474788.86 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07786, over 22692.27 utterances.], batch size: 51, lr: 4.42e-04
2022-08-24 16:49:28,401 INFO [train.py:927] (7/8) Epoch 8, batch 3800, giga_loss[loss=0.1951, simple_loss=0.2825, pruned_loss=0.0539, over 12391.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04409, over 26.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3343, pruned_loss=0.09864, over 2473175.07 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07536, over 20613.69 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3004, pruned_loss=0.06305, over 2085502.19 frames. utt_duration=1270 frames, utt_pad_proportion=0.05605, over 6578.83 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3364, pruned_loss=0.101, over 2474393.16 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07572, over 22309.24 utterances.], batch size: 26, lr: 4.42e-04
2022-08-24 16:51:11,253 INFO [train.py:927] (7/8) Epoch 8, batch 3850, giga_loss[loss=0.3287, simple_loss=0.3711, pruned_loss=0.1431, over 12365.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1054, over 258.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3371, pruned_loss=0.1006, over 2473578.92 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07533, over 21604.36 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3004, pruned_loss=0.06305, over 2085502.19 frames. utt_duration=1270 frames, utt_pad_proportion=0.05605, over 6578.83 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3388, pruned_loss=0.1024, over 2474526.98 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07561, over 22924.02 utterances.], batch size: 258, lr: 4.42e-04
2022-08-24 16:52:58,641 INFO [train.py:927] (7/8) Epoch 8, batch 3900, giga_loss[loss=0.3191, simple_loss=0.3717, pruned_loss=0.1333, over 12417.00 frames. utt_duration=233.6 frames, utt_pad_proportion=0.08027, over 214.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.338, pruned_loss=0.1013, over 2473933.18 frames. utt_duration=428.7 frames, utt_pad_proportion=0.08222, over 23162.90 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3, pruned_loss=0.06287, over 2093393.51 frames. utt_duration=1274 frames, utt_pad_proportion=0.0551, over 6578.19 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3403, pruned_loss=0.1036, over 2474523.56 frames. utt_duration=405.4 frames, utt_pad_proportion=0.08247, over 24506.79 utterances.], batch size: 214, lr: 4.42e-04
2022-08-24 16:54:48,103 INFO [train.py:927] (7/8) Epoch 8, batch 3950, giga_loss[loss=0.3071, simple_loss=0.3554, pruned_loss=0.1293, over 12374.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3369, pruned_loss=0.09919, over 2474356.68 frames. utt_duration=415.5 frames, utt_pad_proportion=0.08668, over 23905.46 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3006, pruned_loss=0.0632, over 2102787.33 frames. utt_duration=1262 frames, utt_pad_proportion=0.05971, over 6670.72 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3392, pruned_loss=0.1016, over 2474847.61 frames. utt_duration=393.1 frames, utt_pad_proportion=0.08574, over 25278.54 utterances.], batch size: 258, lr: 4.42e-04
2022-08-24 16:56:33,984 INFO [train.py:927] (7/8) Epoch 8, batch 4000, libri_loss[loss=0.2562, simple_loss=0.3363, pruned_loss=0.08809, over 12456.00 frames. utt_duration=427.4 frames, utt_pad_proportion=0.3343, over 117.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3321, pruned_loss=0.0943, over 2474818.13 frames. utt_duration=440.4 frames, utt_pad_proportion=0.08102, over 22553.31 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.301, pruned_loss=0.06344, over 2115412.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.06289, over 6768.91 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3346, pruned_loss=0.09713, over 2475395.27 frames. utt_duration=412.5 frames, utt_pad_proportion=0.07987, over 24089.75 utterances.], batch size: 117, lr: 4.42e-04
2022-08-24 16:58:20,465 INFO [train.py:927] (7/8) Epoch 8, batch 4050, giga_loss[loss=0.2399, simple_loss=0.3212, pruned_loss=0.07929, over 12333.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03489, over 62.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3298, pruned_loss=0.09231, over 2475072.47 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08116, over 22163.90 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.301, pruned_loss=0.0634, over 2119143.04 frames. utt_duration=1252 frames, utt_pad_proportion=0.06229, over 6779.19 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3321, pruned_loss=0.09482, over 2475409.19 frames. utt_duration=423 frames, utt_pad_proportion=0.08041, over 23490.59 utterances.], batch size: 62, lr: 4.42e-04
2022-08-24 17:00:17,646 INFO [train.py:927] (7/8) Epoch 8, batch 4100, giga_loss[loss=0.2831, simple_loss=0.3637, pruned_loss=0.1013, over 12407.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03987, over 133.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3289, pruned_loss=0.09104, over 2475462.82 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07908, over 21857.70 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3011, pruned_loss=0.06336, over 2124606.49 frames. utt_duration=1256 frames, utt_pad_proportion=0.06155, over 6776.51 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.331, pruned_loss=0.09342, over 2475593.57 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07883, over 23112.30 utterances.], batch size: 133, lr: 4.42e-04
2022-08-24 17:02:04,549 INFO [train.py:927] (7/8) Epoch 8, batch 4150, libri_loss[loss=0.2078, simple_loss=0.2905, pruned_loss=0.06261, over 12183.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006741, over 33.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.329, pruned_loss=0.08893, over 2475591.60 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07717, over 21605.11 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3006, pruned_loss=0.06339, over 2134929.59 frames. utt_duration=1263 frames, utt_pad_proportion=0.05998, over 6771.29 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3318, pruned_loss=0.09156, over 2475791.26 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07766, over 23045.38 utterances.], batch size: 33, lr: 4.42e-04
2022-08-24 17:03:50,923 INFO [train.py:927] (7/8) Epoch 8, batch 4200, giga_loss[loss=0.2402, simple_loss=0.3221, pruned_loss=0.07918, over 12391.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02663, over 70.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3279, pruned_loss=0.08796, over 2474672.04 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07415, over 21088.35 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3006, pruned_loss=0.06339, over 2144354.34 frames. utt_duration=1268 frames, utt_pad_proportion=0.05841, over 6774.98 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.331, pruned_loss=0.09076, over 2475449.96 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07527, over 22648.96 utterances.], batch size: 70, lr: 4.42e-04
2022-08-24 17:05:38,790 INFO [train.py:927] (7/8) Epoch 8, batch 4250, giga_loss[loss=0.2569, simple_loss=0.3152, pruned_loss=0.09932, over 12362.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2119, over 373.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3259, pruned_loss=0.08752, over 2475273.62 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07362, over 21630.11 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3005, pruned_loss=0.06338, over 2150831.91 frames. utt_duration=1269 frames, utt_pad_proportion=0.05764, over 6785.26 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3289, pruned_loss=0.09018, over 2475984.95 frames. utt_duration=430 frames, utt_pad_proportion=0.07478, over 23111.95 utterances.], batch size: 373, lr: 4.42e-04
2022-08-24 17:07:28,448 INFO [train.py:927] (7/8) Epoch 8, batch 4300, giga_loss[loss=0.2212, simple_loss=0.3075, pruned_loss=0.06743, over 12372.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02776, over 48.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3238, pruned_loss=0.08608, over 2475133.00 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07732, over 21614.65 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3003, pruned_loss=0.06337, over 2154234.01 frames. utt_duration=1271 frames, utt_pad_proportion=0.05715, over 6785.38 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3265, pruned_loss=0.08838, over 2475561.17 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07818, over 22895.92 utterances.], batch size: 48, lr: 4.42e-04
2022-08-24 17:09:13,536 INFO [train.py:927] (7/8) Epoch 8, batch 4350, giga_loss[loss=0.2778, simple_loss=0.3473, pruned_loss=0.1041, over 12394.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06353, over 183.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3238, pruned_loss=0.08525, over 2474383.32 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07681, over 21366.86 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3009, pruned_loss=0.0635, over 2159255.50 frames. utt_duration=1270 frames, utt_pad_proportion=0.05649, over 6809.45 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3258, pruned_loss=0.08726, over 2474503.31 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07782, over 22555.16 utterances.], batch size: 183, lr: 4.42e-04
2022-08-24 17:11:01,969 INFO [train.py:927] (7/8) Epoch 8, batch 4400, giga_loss[loss=0.2636, simple_loss=0.3275, pruned_loss=0.09989, over 12395.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03355, over 80.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3233, pruned_loss=0.08523, over 2475030.66 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07727, over 21869.84 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3013, pruned_loss=0.06356, over 2165401.21 frames. utt_duration=1269 frames, utt_pad_proportion=0.05556, over 6832.08 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.325, pruned_loss=0.08719, over 2475235.34 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07843, over 23078.51 utterances.], batch size: 80, lr: 4.42e-04
2022-08-24 17:12:48,700 INFO [train.py:927] (7/8) Epoch 8, batch 4450, giga_loss[loss=0.2433, simple_loss=0.314, pruned_loss=0.0863, over 12460.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03523, over 86.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3219, pruned_loss=0.08495, over 2475696.62 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07324, over 21647.17 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.301, pruned_loss=0.06338, over 2171573.03 frames. utt_duration=1272 frames, utt_pad_proportion=0.05467, over 6838.28 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3238, pruned_loss=0.08702, over 2475841.09 frames. utt_duration=434.6 frames, utt_pad_proportion=0.0747, over 22861.69 utterances.], batch size: 86, lr: 4.42e-04
2022-08-24 17:14:36,315 INFO [train.py:927] (7/8) Epoch 8, batch 4500, libri_loss[loss=0.1892, simple_loss=0.2708, pruned_loss=0.05378, over 12467.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009231, over 29.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3188, pruned_loss=0.08363, over 2475459.84 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07376, over 21345.01 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3008, pruned_loss=0.06331, over 2174516.60 frames. utt_duration=1275 frames, utt_pad_proportion=0.05428, over 6828.92 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3207, pruned_loss=0.08552, over 2475638.05 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07508, over 22445.77 utterances.], batch size: 29, lr: 4.42e-04
2022-08-24 17:16:22,890 INFO [train.py:927] (7/8) Epoch 8, batch 4550, giga_loss[loss=0.2388, simple_loss=0.3249, pruned_loss=0.0764, over 12401.00 frames. utt_duration=662.7 frames, utt_pad_proportion=0.03249, over 75.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3183, pruned_loss=0.08348, over 2475461.51 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07839, over 21606.04 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.301, pruned_loss=0.06329, over 2181634.88 frames. utt_duration=1277 frames, utt_pad_proportion=0.05353, over 6840.83 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.32, pruned_loss=0.08545, over 2475907.84 frames. utt_duration=435.7 frames, utt_pad_proportion=0.0796, over 22807.19 utterances.], batch size: 75, lr: 4.41e-04
2022-08-24 17:18:05,662 INFO [train.py:927] (7/8) Epoch 8, batch 4600, giga_loss[loss=0.2228, simple_loss=0.3065, pruned_loss=0.06954, over 12368.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.0322, over 62.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3167, pruned_loss=0.08191, over 2474311.16 frames. utt_duration=468.2 frames, utt_pad_proportion=0.08225, over 21202.51 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3005, pruned_loss=0.06303, over 2196427.70 frames. utt_duration=1274 frames, utt_pad_proportion=0.05613, over 6906.48 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3194, pruned_loss=0.08473, over 2475567.26 frames. utt_duration=434.3 frames, utt_pad_proportion=0.08289, over 22875.64 utterances.], batch size: 62, lr: 4.41e-04
2022-08-24 17:19:51,330 INFO [train.py:927] (7/8) Epoch 8, batch 4650, giga_loss[loss=0.2336, simple_loss=0.311, pruned_loss=0.07814, over 12409.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07652, over 213.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3158, pruned_loss=0.08036, over 2474259.07 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07805, over 20586.98 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3006, pruned_loss=0.06315, over 2203512.13 frames. utt_duration=1259 frames, utt_pad_proportion=0.05992, over 7009.51 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3181, pruned_loss=0.08289, over 2475079.04 frames. utt_duration=449 frames, utt_pad_proportion=0.07801, over 22120.95 utterances.], batch size: 213, lr: 4.41e-04
2022-08-24 17:21:36,343 INFO [train.py:927] (7/8) Epoch 8, batch 4700, giga_loss[loss=0.225, simple_loss=0.3101, pruned_loss=0.06999, over 12428.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03301, over 75.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3167, pruned_loss=0.08125, over 2474452.40 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07938, over 20372.64 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3003, pruned_loss=0.063, over 2211685.55 frames. utt_duration=1251 frames, utt_pad_proportion=0.06324, over 7078.93 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3192, pruned_loss=0.08386, over 2474969.55 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07842, over 21898.42 utterances.], batch size: 75, lr: 4.41e-04
2022-08-24 17:23:20,113 INFO [train.py:927] (7/8) Epoch 8, batch 4750, giga_loss[loss=0.2269, simple_loss=0.3024, pruned_loss=0.07566, over 12361.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03316, over 104.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3177, pruned_loss=0.08288, over 2474053.50 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07277, over 19859.66 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.301, pruned_loss=0.0635, over 2221962.02 frames. utt_duration=1250 frames, utt_pad_proportion=0.06171, over 7116.66 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3198, pruned_loss=0.08529, over 2474529.63 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07307, over 21541.89 utterances.], batch size: 104, lr: 4.41e-04
2022-08-24 17:25:04,478 INFO [train.py:927] (7/8) Epoch 8, batch 4800, libri_loss[loss=0.2001, simple_loss=0.2838, pruned_loss=0.0582, over 12398.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006227, over 34.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3168, pruned_loss=0.08233, over 2474088.05 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06913, over 19477.04 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3008, pruned_loss=0.06334, over 2229035.82 frames. utt_duration=1258 frames, utt_pad_proportion=0.06021, over 7098.37 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3192, pruned_loss=0.08495, over 2474840.56 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07019, over 21195.65 utterances.], batch size: 34, lr: 4.41e-04
2022-08-24 17:26:47,721 INFO [train.py:927] (7/8) Epoch 8, batch 4850, giga_loss[loss=0.2367, simple_loss=0.3192, pruned_loss=0.07713, over 12195.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03186, over 36.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3159, pruned_loss=0.08085, over 2473338.20 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06694, over 19023.09 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3002, pruned_loss=0.06301, over 2236197.42 frames. utt_duration=1264 frames, utt_pad_proportion=0.05876, over 7082.57 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3187, pruned_loss=0.08373, over 2474038.33 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06846, over 20746.38 utterances.], batch size: 36, lr: 4.41e-04
2022-08-24 17:28:34,505 INFO [train.py:927] (7/8) Epoch 8, batch 4900, giga_loss[loss=0.2333, simple_loss=0.3093, pruned_loss=0.07864, over 12306.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02724, over 45.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3149, pruned_loss=0.08021, over 2472951.06 frames. utt_duration=533.4 frames, utt_pad_proportion=0.0646, over 18594.45 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2994, pruned_loss=0.06269, over 2242474.35 frames. utt_duration=1273 frames, utt_pad_proportion=0.05759, over 7053.57 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3182, pruned_loss=0.0832, over 2474140.85 frames. utt_duration=489 frames, utt_pad_proportion=0.06644, over 20299.73 utterances.], batch size: 45, lr: 4.41e-04
2022-08-24 17:30:18,590 INFO [train.py:927] (7/8) Epoch 8, batch 4950, giga_loss[loss=0.247, simple_loss=0.3267, pruned_loss=0.08369, over 12376.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04174, over 133.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3144, pruned_loss=0.07993, over 2473287.12 frames. utt_duration=544 frames, utt_pad_proportion=0.06267, over 18234.79 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2994, pruned_loss=0.06267, over 2253844.93 frames. utt_duration=1273 frames, utt_pad_proportion=0.05644, over 7088.83 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3177, pruned_loss=0.08318, over 2474145.99 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06481, over 20111.66 utterances.], batch size: 133, lr: 4.41e-04
2022-08-24 17:32:06,110 INFO [train.py:927] (7/8) Epoch 8, batch 5000, giga_loss[loss=0.2464, simple_loss=0.329, pruned_loss=0.08191, over 12262.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0281, over 45.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3196, pruned_loss=0.08324, over 2473103.67 frames. utt_duration=490.7 frames, utt_pad_proportion=0.0738, over 20219.53 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3, pruned_loss=0.06284, over 2260973.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.06513, over 7241.91 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3223, pruned_loss=0.08629, over 2474184.63 frames. utt_duration=452.1 frames, utt_pad_proportion=0.0721, over 21962.88 utterances.], batch size: 45, lr: 4.41e-04
2022-08-24 17:33:49,818 INFO [train.py:927] (7/8) Epoch 8, batch 5050, giga_loss[loss=0.2379, simple_loss=0.3188, pruned_loss=0.07851, over 12430.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03779, over 133.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3216, pruned_loss=0.08301, over 2474165.45 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07061, over 20183.77 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3002, pruned_loss=0.063, over 2267010.17 frames. utt_duration=1243 frames, utt_pad_proportion=0.06786, over 7301.72 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3241, pruned_loss=0.08587, over 2475303.33 frames. utt_duration=453.9 frames, utt_pad_proportion=0.06867, over 21883.89 utterances.], batch size: 133, lr: 4.41e-04
2022-08-24 17:35:34,186 INFO [train.py:927] (7/8) Epoch 8, batch 5100, libri_loss[loss=0.2204, simple_loss=0.3104, pruned_loss=0.06521, over 12387.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008712, over 38.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3236, pruned_loss=0.08477, over 2473580.48 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06516, over 19619.41 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3004, pruned_loss=0.06302, over 2270103.19 frames. utt_duration=1244 frames, utt_pad_proportion=0.06694, over 7306.17 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3258, pruned_loss=0.08729, over 2474480.76 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06423, over 21130.27 utterances.], batch size: 38, lr: 4.41e-04
2022-08-24 17:37:21,272 INFO [train.py:927] (7/8) Epoch 8, batch 5150, giga_loss[loss=0.2539, simple_loss=0.3276, pruned_loss=0.09014, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03281, over 85.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.323, pruned_loss=0.08568, over 2473388.80 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06868, over 19444.33 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2996, pruned_loss=0.06304, over 2278506.82 frames. utt_duration=1257 frames, utt_pad_proportion=0.06503, over 7261.68 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3263, pruned_loss=0.08859, over 2474637.28 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06834, over 21212.27 utterances.], batch size: 85, lr: 4.41e-04
2022-08-24 17:39:05,967 INFO [train.py:927] (7/8) Epoch 8, batch 5200, giga_loss[loss=0.2306, simple_loss=0.3027, pruned_loss=0.07921, over 12440.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03141, over 80.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3227, pruned_loss=0.08618, over 2474062.92 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07261, over 19784.95 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2995, pruned_loss=0.06291, over 2286023.02 frames. utt_duration=1248 frames, utt_pad_proportion=0.06754, over 7337.59 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3262, pruned_loss=0.08945, over 2475230.71 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07136, over 21578.49 utterances.], batch size: 80, lr: 4.41e-04
2022-08-24 17:40:54,247 INFO [train.py:927] (7/8) Epoch 8, batch 5250, giga_loss[loss=0.2835, simple_loss=0.3345, pruned_loss=0.1162, over 12344.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2041, over 369.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3234, pruned_loss=0.08714, over 2474593.47 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07191, over 20102.97 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2998, pruned_loss=0.06279, over 2288639.11 frames. utt_duration=1251 frames, utt_pad_proportion=0.06681, over 7328.58 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3263, pruned_loss=0.09014, over 2475700.62 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07122, over 21695.04 utterances.], batch size: 369, lr: 4.41e-04
2022-08-24 17:42:39,023 INFO [train.py:927] (7/8) Epoch 8, batch 5300, giga_loss[loss=0.2452, simple_loss=0.3146, pruned_loss=0.08787, over 12303.00 frames. utt_duration=850 frames, utt_pad_proportion=0.03409, over 58.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3221, pruned_loss=0.08665, over 2474409.62 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07204, over 20020.51 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3005, pruned_loss=0.06314, over 2292171.58 frames. utt_duration=1248 frames, utt_pad_proportion=0.06632, over 7357.85 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3242, pruned_loss=0.08919, over 2475442.12 frames. utt_duration=461.9 frames, utt_pad_proportion=0.0717, over 21503.32 utterances.], batch size: 58, lr: 4.41e-04
2022-08-24 17:44:23,261 INFO [train.py:927] (7/8) Epoch 8, batch 5350, giga_loss[loss=0.2546, simple_loss=0.3265, pruned_loss=0.09133, over 12404.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03808, over 113.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3222, pruned_loss=0.0867, over 2475070.18 frames. utt_duration=498.4 frames, utt_pad_proportion=0.0708, over 19922.56 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3005, pruned_loss=0.06313, over 2294995.69 frames. utt_duration=1249 frames, utt_pad_proportion=0.0656, over 7358.55 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3241, pruned_loss=0.08904, over 2475794.19 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07085, over 21264.07 utterances.], batch size: 113, lr: 4.41e-04
2022-08-24 17:46:10,324 INFO [train.py:927] (7/8) Epoch 8, batch 5400, giga_loss[loss=0.2478, simple_loss=0.3301, pruned_loss=0.08281, over 12382.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03105, over 62.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3219, pruned_loss=0.08617, over 2475100.64 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07421, over 20063.91 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3003, pruned_loss=0.063, over 2300135.97 frames. utt_duration=1251 frames, utt_pad_proportion=0.06438, over 7365.63 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3242, pruned_loss=0.08878, over 2475862.64 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07453, over 21477.60 utterances.], batch size: 62, lr: 4.41e-04
2022-08-24 17:47:55,128 INFO [train.py:927] (7/8) Epoch 8, batch 5450, giga_loss[loss=0.2414, simple_loss=0.3365, pruned_loss=0.07314, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0275, over 45.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.322, pruned_loss=0.08437, over 2474822.42 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07221, over 19538.64 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2999, pruned_loss=0.06283, over 2304041.61 frames. utt_duration=1257 frames, utt_pad_proportion=0.06315, over 7340.74 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3248, pruned_loss=0.08711, over 2475820.18 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07307, over 20981.68 utterances.], batch size: 45, lr: 4.40e-04
2022-08-24 17:49:46,321 INFO [train.py:927] (7/8) Epoch 8, batch 5500, giga_loss[loss=0.2964, simple_loss=0.3545, pruned_loss=0.1191, over 12379.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.323, pruned_loss=0.08299, over 2473968.44 frames. utt_duration=526.8 frames, utt_pad_proportion=0.07077, over 18838.42 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3005, pruned_loss=0.06304, over 2310714.07 frames. utt_duration=1245 frames, utt_pad_proportion=0.06623, over 7433.33 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3255, pruned_loss=0.08578, over 2474805.04 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07087, over 20349.95 utterances.], batch size: 183, lr: 4.40e-04
2022-08-24 17:51:28,911 INFO [train.py:927] (7/8) Epoch 8, batch 5550, giga_loss[loss=0.2316, simple_loss=0.3131, pruned_loss=0.07504, over 12279.00 frames. utt_duration=848.3 frames, utt_pad_proportion=0.03267, over 58.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3251, pruned_loss=0.08532, over 2474852.72 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06664, over 19012.73 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3004, pruned_loss=0.06299, over 2313109.74 frames. utt_duration=1245 frames, utt_pad_proportion=0.06549, over 7437.83 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3274, pruned_loss=0.08786, over 2475538.22 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06723, over 20364.94 utterances.], batch size: 58, lr: 4.40e-04
2022-08-24 17:53:14,159 INFO [train.py:927] (7/8) Epoch 8, batch 5600, giga_loss[loss=0.2176, simple_loss=0.3117, pruned_loss=0.0618, over 12387.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02421, over 66.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.325, pruned_loss=0.08581, over 2473838.21 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06709, over 19060.96 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3002, pruned_loss=0.06293, over 2317695.45 frames. utt_duration=1248 frames, utt_pad_proportion=0.06442, over 7436.57 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3278, pruned_loss=0.08853, over 2474543.52 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0679, over 20452.74 utterances.], batch size: 66, lr: 4.40e-04
2022-08-24 17:54:59,611 INFO [train.py:927] (7/8) Epoch 8, batch 5650, giga_loss[loss=0.2121, simple_loss=0.2951, pruned_loss=0.06453, over 12472.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03443, over 43.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3251, pruned_loss=0.08449, over 2474424.99 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06366, over 19068.93 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3001, pruned_loss=0.06287, over 2321660.99 frames. utt_duration=1249 frames, utt_pad_proportion=0.06336, over 7445.77 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3279, pruned_loss=0.08722, over 2474912.96 frames. utt_duration=486 frames, utt_pad_proportion=0.06488, over 20432.34 utterances.], batch size: 43, lr: 4.40e-04
2022-08-24 17:56:47,216 INFO [train.py:927] (7/8) Epoch 8, batch 5700, libri_loss[loss=0.1991, simple_loss=0.2914, pruned_loss=0.05337, over 12194.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008247, over 30.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3255, pruned_loss=0.08429, over 2474614.06 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06643, over 19247.19 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3, pruned_loss=0.06271, over 2323672.43 frames. utt_duration=1252 frames, utt_pad_proportion=0.06261, over 7432.12 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3282, pruned_loss=0.08687, over 2475256.12 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06749, over 20497.50 utterances.], batch size: 30, lr: 4.40e-04
2022-08-24 17:58:33,500 INFO [train.py:927] (7/8) Epoch 8, batch 5750, giga_loss[loss=0.2773, simple_loss=0.3456, pruned_loss=0.1045, over 12402.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06293, over 183.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3258, pruned_loss=0.08526, over 2475357.62 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07204, over 20312.12 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3009, pruned_loss=0.06275, over 2325112.54 frames. utt_duration=1256 frames, utt_pad_proportion=0.06219, over 7415.84 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3274, pruned_loss=0.08744, over 2475931.92 frames. utt_duration=464 frames, utt_pad_proportion=0.07271, over 21412.06 utterances.], batch size: 183, lr: 4.40e-04
2022-08-24 18:00:20,501 INFO [train.py:927] (7/8) Epoch 8, batch 5800, giga_loss[loss=0.2234, simple_loss=0.302, pruned_loss=0.07244, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02632, over 54.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3245, pruned_loss=0.08545, over 2475275.53 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07222, over 21144.59 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.301, pruned_loss=0.0629, over 2327736.03 frames. utt_duration=1255 frames, utt_pad_proportion=0.06224, over 7427.52 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3261, pruned_loss=0.08746, over 2476072.45 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07277, over 22252.11 utterances.], batch size: 54, lr: 4.40e-04
2022-08-24 18:02:04,262 INFO [train.py:927] (7/8) Epoch 8, batch 5850, libri_loss[loss=0.2142, simple_loss=0.3003, pruned_loss=0.06402, over 12471.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01322, over 40.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3231, pruned_loss=0.08582, over 2474891.35 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07255, over 20961.80 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3006, pruned_loss=0.06274, over 2330909.42 frames. utt_duration=1259 frames, utt_pad_proportion=0.06103, over 7412.08 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3251, pruned_loss=0.08807, over 2475968.94 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07341, over 22167.66 utterances.], batch size: 40, lr: 4.40e-04
2022-08-24 18:03:46,405 INFO [train.py:927] (7/8) Epoch 8, batch 5900, giga_loss[loss=0.201, simple_loss=0.2801, pruned_loss=0.06099, over 12360.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2034, over 369.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3201, pruned_loss=0.0833, over 2475128.46 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07193, over 21456.31 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3002, pruned_loss=0.06264, over 2334369.55 frames. utt_duration=1262 frames, utt_pad_proportion=0.06013, over 7407.88 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3225, pruned_loss=0.08567, over 2476079.85 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07293, over 22717.88 utterances.], batch size: 369, lr: 4.40e-04
2022-08-24 18:05:34,826 INFO [train.py:927] (7/8) Epoch 8, batch 5950, giga_loss[loss=0.2351, simple_loss=0.3117, pruned_loss=0.0793, over 12330.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03377, over 85.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.319, pruned_loss=0.08222, over 2474690.15 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07083, over 21703.43 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3005, pruned_loss=0.06264, over 2337730.24 frames. utt_duration=1262 frames, utt_pad_proportion=0.05916, over 7417.78 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3211, pruned_loss=0.08456, over 2475548.78 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07202, over 23013.20 utterances.], batch size: 85, lr: 4.40e-04
2022-08-24 18:07:20,888 INFO [train.py:927] (7/8) Epoch 8, batch 6000, libri_loss[loss=0.1887, simple_loss=0.2783, pruned_loss=0.04951, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005386, over 34.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.316, pruned_loss=0.08137, over 2474116.31 frames. utt_duration=482.8 frames, utt_pad_proportion=0.06647, over 20562.48 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3003, pruned_loss=0.06242, over 2342216.83 frames. utt_duration=1267 frames, utt_pad_proportion=0.05763, over 7403.45 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3185, pruned_loss=0.08409, over 2475025.56 frames. utt_duration=449.8 frames, utt_pad_proportion=0.0683, over 22082.07 utterances.], batch size: 34, lr: 4.40e-04
2022-08-24 18:07:20,889 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 18:07:35,604 INFO [train.py:967] (7/8) 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 18:09:18,180 INFO [train.py:927] (7/8) Epoch 8, batch 6050, libri_loss[loss=0.1999, simple_loss=0.2954, pruned_loss=0.05217, over 12263.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.03956, over 27.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3171, pruned_loss=0.08198, over 2474261.85 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07097, over 20820.79 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3004, pruned_loss=0.06234, over 2343338.79 frames. utt_duration=1269 frames, utt_pad_proportion=0.05731, over 7393.41 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3191, pruned_loss=0.08437, over 2475157.79 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07229, over 22150.59 utterances.], batch size: 27, lr: 4.40e-04
2022-08-24 18:11:03,437 INFO [train.py:927] (7/8) Epoch 8, batch 6100, giga_loss[loss=0.2493, simple_loss=0.3183, pruned_loss=0.09016, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03847, over 37.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3187, pruned_loss=0.08327, over 2473509.76 frames. utt_duration=459.5 frames, utt_pad_proportion=0.0782, over 21600.66 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3008, pruned_loss=0.06251, over 2345222.54 frames. utt_duration=1253 frames, utt_pad_proportion=0.06182, over 7494.59 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3202, pruned_loss=0.08532, over 2474290.16 frames. utt_duration=436.3 frames, utt_pad_proportion=0.0778, over 22758.75 utterances.], batch size: 37, lr: 4.40e-04
2022-08-24 18:12:48,832 INFO [train.py:927] (7/8) Epoch 8, batch 6150, giga_loss[loss=0.2381, simple_loss=0.319, pruned_loss=0.07861, over 12311.00 frames. utt_duration=747.6 frames, utt_pad_proportion=0.03158, over 66.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3176, pruned_loss=0.08266, over 2473137.21 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07506, over 21082.61 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3006, pruned_loss=0.0624, over 2349533.62 frames. utt_duration=1258 frames, utt_pad_proportion=0.06048, over 7476.85 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3196, pruned_loss=0.08503, over 2473857.51 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07546, over 22467.63 utterances.], batch size: 66, lr: 4.40e-04
2022-08-24 18:14:35,848 INFO [train.py:927] (7/8) Epoch 8, batch 6200, giga_loss[loss=0.3136, simple_loss=0.3697, pruned_loss=0.1287, over 12363.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06072, over 182.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3192, pruned_loss=0.08446, over 2472987.75 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07683, over 21192.38 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3, pruned_loss=0.06238, over 2355552.44 frames. utt_duration=1255 frames, utt_pad_proportion=0.06221, over 7515.31 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3222, pruned_loss=0.08744, over 2474171.90 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07673, over 22975.20 utterances.], batch size: 182, lr: 4.40e-04
2022-08-24 18:16:22,561 INFO [train.py:927] (7/8) Epoch 8, batch 6250, giga_loss[loss=0.2222, simple_loss=0.3044, pruned_loss=0.07004, over 12346.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03574, over 104.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3203, pruned_loss=0.08513, over 2472699.58 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07506, over 20570.46 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3001, pruned_loss=0.06245, over 2358786.27 frames. utt_duration=1258 frames, utt_pad_proportion=0.06071, over 7510.81 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3231, pruned_loss=0.08808, over 2473853.07 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07572, over 22374.93 utterances.], batch size: 104, lr: 4.40e-04
2022-08-24 18:18:08,336 INFO [train.py:927] (7/8) Epoch 8, batch 6300, libri_loss[loss=0.1933, simple_loss=0.284, pruned_loss=0.05127, over 12381.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.007388, over 34.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3198, pruned_loss=0.08319, over 2472757.63 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07365, over 20482.54 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2994, pruned_loss=0.06208, over 2362988.60 frames. utt_duration=1266 frames, utt_pad_proportion=0.05889, over 7474.81 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3234, pruned_loss=0.08671, over 2473994.33 frames. utt_duration=442.2 frames, utt_pad_proportion=0.075, over 22454.46 utterances.], batch size: 34, lr: 4.39e-04
2022-08-24 18:19:56,368 INFO [train.py:927] (7/8) Epoch 8, batch 6350, giga_loss[loss=0.2475, simple_loss=0.3261, pruned_loss=0.08444, over 12370.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04593, over 146.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3191, pruned_loss=0.08367, over 2473309.21 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07582, over 20965.09 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2989, pruned_loss=0.06181, over 2365614.79 frames. utt_duration=1272 frames, utt_pad_proportion=0.05779, over 7447.18 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3229, pruned_loss=0.08717, over 2474391.89 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07712, over 22849.92 utterances.], batch size: 146, lr: 4.39e-04
2022-08-24 18:21:44,350 INFO [train.py:927] (7/8) Epoch 8, batch 6400, giga_loss[loss=0.2227, simple_loss=0.3013, pruned_loss=0.07203, over 12348.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03304, over 51.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3173, pruned_loss=0.083, over 2473434.41 frames. utt_duration=470 frames, utt_pad_proportion=0.07726, over 21117.97 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2983, pruned_loss=0.06153, over 2367869.81 frames. utt_duration=1278 frames, utt_pad_proportion=0.05696, over 7421.42 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3212, pruned_loss=0.08641, over 2474195.38 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07852, over 22887.33 utterances.], batch size: 51, lr: 4.39e-04
2022-08-24 18:23:30,039 INFO [train.py:927] (7/8) Epoch 8, batch 6450, giga_loss[loss=0.2764, simple_loss=0.3435, pruned_loss=0.1046, over 12389.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04103, over 133.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3184, pruned_loss=0.08478, over 2473497.86 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08293, over 22204.18 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.298, pruned_loss=0.06142, over 2369370.16 frames. utt_duration=1281 frames, utt_pad_proportion=0.05633, over 7405.15 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.322, pruned_loss=0.08788, over 2474167.51 frames. utt_duration=417.1 frames, utt_pad_proportion=0.08378, over 23811.13 utterances.], batch size: 133, lr: 4.39e-04
2022-08-24 18:25:17,856 INFO [train.py:927] (7/8) Epoch 8, batch 6500, giga_loss[loss=0.2849, simple_loss=0.3328, pruned_loss=0.1185, over 12372.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2095, over 372.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3193, pruned_loss=0.08559, over 2473409.29 frames. utt_duration=445.2 frames, utt_pad_proportion=0.0836, over 22297.42 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2982, pruned_loss=0.06146, over 2371850.49 frames. utt_duration=1283 frames, utt_pad_proportion=0.05519, over 7404.13 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3224, pruned_loss=0.08855, over 2474016.25 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08469, over 23896.99 utterances.], batch size: 372, lr: 4.39e-04
2022-08-24 18:27:01,412 INFO [train.py:927] (7/8) Epoch 8, batch 6550, giga_loss[loss=0.2307, simple_loss=0.3197, pruned_loss=0.07084, over 12366.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02847, over 70.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3211, pruned_loss=0.087, over 2473528.73 frames. utt_duration=458.8 frames, utt_pad_proportion=0.0792, over 21635.73 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2986, pruned_loss=0.06179, over 2373597.39 frames. utt_duration=1272 frames, utt_pad_proportion=0.05889, over 7470.26 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3237, pruned_loss=0.08952, over 2474255.83 frames. utt_duration=429.7 frames, utt_pad_proportion=0.0795, over 23110.62 utterances.], batch size: 70, lr: 4.39e-04
2022-08-24 18:28:45,355 INFO [train.py:927] (7/8) Epoch 8, batch 6600, giga_loss[loss=0.2735, simple_loss=0.3364, pruned_loss=0.1053, over 12377.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03065, over 58.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3233, pruned_loss=0.08914, over 2474191.79 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07739, over 22310.80 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2989, pruned_loss=0.0618, over 2375603.84 frames. utt_duration=1272 frames, utt_pad_proportion=0.05872, over 7481.66 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3255, pruned_loss=0.0916, over 2474746.72 frames. utt_duration=418.6 frames, utt_pad_proportion=0.07791, over 23728.67 utterances.], batch size: 58, lr: 4.39e-04
2022-08-24 18:30:30,736 INFO [train.py:927] (7/8) Epoch 8, batch 6650, giga_loss[loss=0.2606, simple_loss=0.3363, pruned_loss=0.09246, over 12433.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03819, over 105.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3242, pruned_loss=0.08955, over 2474888.21 frames. utt_duration=445.3 frames, utt_pad_proportion=0.08108, over 22307.60 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2994, pruned_loss=0.06218, over 2379781.44 frames. utt_duration=1261 frames, utt_pad_proportion=0.06157, over 7558.38 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3264, pruned_loss=0.09222, over 2475068.47 frames. utt_duration=415.3 frames, utt_pad_proportion=0.08077, over 23924.84 utterances.], batch size: 105, lr: 4.39e-04
2022-08-24 18:32:15,710 INFO [train.py:927] (7/8) Epoch 8, batch 6700, libri_loss[loss=0.2044, simple_loss=0.2868, pruned_loss=0.06097, over 12303.00 frames. utt_duration=1540 frames, utt_pad_proportion=0.004787, over 32.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3234, pruned_loss=0.08873, over 2475200.72 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07737, over 21355.65 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2993, pruned_loss=0.06222, over 2383177.40 frames. utt_duration=1254 frames, utt_pad_proportion=0.06409, over 7610.88 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3262, pruned_loss=0.09183, over 2475672.70 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07694, over 23144.83 utterances.], batch size: 32, lr: 4.39e-04
2022-08-24 18:34:01,013 INFO [train.py:927] (7/8) Epoch 8, batch 6750, giga_loss[loss=0.228, simple_loss=0.3048, pruned_loss=0.07563, over 12439.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03788, over 105.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.324, pruned_loss=0.08918, over 2475702.31 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07364, over 20978.95 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2995, pruned_loss=0.06228, over 2385144.51 frames. utt_duration=1255 frames, utt_pad_proportion=0.06328, over 7613.77 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3265, pruned_loss=0.09205, over 2475965.59 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07387, over 22630.28 utterances.], batch size: 105, lr: 4.39e-04
2022-08-24 18:35:45,793 INFO [train.py:927] (7/8) Epoch 8, batch 6800, giga_loss[loss=0.2561, simple_loss=0.334, pruned_loss=0.08907, over 12401.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03822, over 113.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3246, pruned_loss=0.08846, over 2475291.02 frames. utt_duration=482 frames, utt_pad_proportion=0.07114, over 20603.94 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2994, pruned_loss=0.06214, over 2389054.21 frames. utt_duration=1259 frames, utt_pad_proportion=0.061, over 7597.51 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3277, pruned_loss=0.09197, over 2475573.26 frames. utt_duration=441.8 frames, utt_pad_proportion=0.0723, over 22487.62 utterances.], batch size: 113, lr: 4.39e-04
2022-08-24 18:37:27,927 INFO [train.py:927] (7/8) Epoch 8, batch 6850, giga_loss[loss=0.2447, simple_loss=0.3241, pruned_loss=0.08269, over 12403.00 frames. utt_duration=404.7 frames, utt_pad_proportion=0.03878, over 123.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3232, pruned_loss=0.08689, over 2475489.89 frames. utt_duration=493.2 frames, utt_pad_proportion=0.06924, over 20135.87 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2996, pruned_loss=0.06222, over 2391787.96 frames. utt_duration=1264 frames, utt_pad_proportion=0.05957, over 7575.93 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3262, pruned_loss=0.09031, over 2475541.93 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07084, over 22007.35 utterances.], batch size: 123, lr: 4.39e-04
2022-08-24 18:39:11,080 INFO [train.py:927] (7/8) Epoch 8, batch 6900, libri_loss[loss=0.2451, simple_loss=0.3225, pruned_loss=0.08385, over 12404.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005606, over 34.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3232, pruned_loss=0.0869, over 2474876.01 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06818, over 20072.54 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3, pruned_loss=0.06263, over 2394461.97 frames. utt_duration=1257 frames, utt_pad_proportion=0.06154, over 7629.49 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3261, pruned_loss=0.0902, over 2475454.84 frames. utt_duration=451.4 frames, utt_pad_proportion=0.06899, over 22009.16 utterances.], batch size: 34, lr: 4.39e-04
2022-08-24 18:40:57,882 INFO [train.py:927] (7/8) Epoch 8, batch 6950, libri_loss[loss=0.2254, simple_loss=0.3175, pruned_loss=0.06661, over 12459.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01417, over 40.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3243, pruned_loss=0.0878, over 2474891.35 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07036, over 20791.82 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2995, pruned_loss=0.06234, over 2396614.18 frames. utt_duration=1263 frames, utt_pad_proportion=0.06059, over 7602.09 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3276, pruned_loss=0.0913, over 2475200.29 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07119, over 22675.46 utterances.], batch size: 40, lr: 4.39e-04
2022-08-24 18:42:47,454 INFO [train.py:927] (7/8) Epoch 8, batch 7000, giga_loss[loss=0.2126, simple_loss=0.2969, pruned_loss=0.06413, over 12348.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03251, over 58.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3234, pruned_loss=0.08769, over 2475040.76 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06929, over 20374.76 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2993, pruned_loss=0.06226, over 2397463.43 frames. utt_duration=1266 frames, utt_pad_proportion=0.06006, over 7586.19 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3266, pruned_loss=0.09087, over 2475576.92 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07025, over 22055.89 utterances.], batch size: 58, lr: 4.39e-04
2022-08-24 18:44:32,081 INFO [train.py:927] (7/8) Epoch 8, batch 7050, giga_loss[loss=0.2527, simple_loss=0.3266, pruned_loss=0.08939, over 12382.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.0273, over 66.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3253, pruned_loss=0.089, over 2474577.03 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07927, over 21546.23 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2997, pruned_loss=0.06233, over 2399484.99 frames. utt_duration=1266 frames, utt_pad_proportion=0.05944, over 7590.90 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3281, pruned_loss=0.09221, over 2475258.66 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07967, over 23255.59 utterances.], batch size: 66, lr: 4.39e-04
2022-08-24 18:46:16,059 INFO [train.py:927] (7/8) Epoch 8, batch 7100, giga_loss[loss=0.2275, simple_loss=0.3035, pruned_loss=0.07571, over 12362.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04291, over 133.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3251, pruned_loss=0.08871, over 2474196.51 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07592, over 22130.80 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2995, pruned_loss=0.06211, over 2400951.61 frames. utt_duration=1272 frames, utt_pad_proportion=0.0584, over 7559.43 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3282, pruned_loss=0.09209, over 2475096.73 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07687, over 23853.74 utterances.], batch size: 133, lr: 4.39e-04
2022-08-24 18:47:57,915 INFO [train.py:927] (7/8) Epoch 8, batch 7150, giga_loss[loss=0.2618, simple_loss=0.3246, pruned_loss=0.09949, over 12356.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1929, over 364.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3248, pruned_loss=0.08777, over 2473941.81 frames. utt_duration=456 frames, utt_pad_proportion=0.07587, over 21770.70 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2995, pruned_loss=0.06199, over 2402690.91 frames. utt_duration=1270 frames, utt_pad_proportion=0.05818, over 7576.35 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3277, pruned_loss=0.09115, over 2474723.53 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07683, over 23445.88 utterances.], batch size: 364, lr: 4.38e-04
2022-08-24 18:49:44,538 INFO [train.py:927] (7/8) Epoch 8, batch 7200, giga_loss[loss=0.2474, simple_loss=0.3251, pruned_loss=0.08488, over 12376.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05285, over 161.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3227, pruned_loss=0.08699, over 2474093.30 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07439, over 21022.97 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2989, pruned_loss=0.06178, over 2403536.13 frames. utt_duration=1275 frames, utt_pad_proportion=0.05761, over 7549.84 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3258, pruned_loss=0.09012, over 2474888.32 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07548, over 22536.91 utterances.], batch size: 161, lr: 4.38e-04
2022-08-24 18:51:31,819 INFO [train.py:927] (7/8) Epoch 8, batch 7250, giga_loss[loss=0.2374, simple_loss=0.3089, pruned_loss=0.08295, over 12332.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03224, over 85.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3199, pruned_loss=0.08635, over 2474231.34 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07744, over 21837.80 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2988, pruned_loss=0.06174, over 2403988.32 frames. utt_duration=1277 frames, utt_pad_proportion=0.05717, over 7540.35 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3227, pruned_loss=0.08909, over 2475090.42 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07828, over 23164.82 utterances.], batch size: 85, lr: 4.38e-04
2022-08-24 18:53:20,207 INFO [train.py:927] (7/8) Epoch 8, batch 7300, giga_loss[loss=0.2066, simple_loss=0.2991, pruned_loss=0.05709, over 12419.00 frames. utt_duration=802.8 frames, utt_pad_proportion=0.02812, over 62.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3182, pruned_loss=0.08636, over 2473359.69 frames. utt_duration=441.7 frames, utt_pad_proportion=0.08184, over 22476.21 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2987, pruned_loss=0.06169, over 2404834.70 frames. utt_duration=1279 frames, utt_pad_proportion=0.05625, over 7528.65 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3208, pruned_loss=0.08901, over 2474538.94 frames. utt_duration=417.2 frames, utt_pad_proportion=0.08267, over 23810.08 utterances.], batch size: 62, lr: 4.38e-04
2022-08-24 18:55:08,399 INFO [train.py:927] (7/8) Epoch 8, batch 7350, giga_loss[loss=0.2403, simple_loss=0.3179, pruned_loss=0.08138, over 12397.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06891, over 211.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3176, pruned_loss=0.0839, over 2473716.68 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08095, over 22762.81 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2989, pruned_loss=0.06185, over 2407078.14 frames. utt_duration=1270 frames, utt_pad_proportion=0.05995, over 7592.69 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3201, pruned_loss=0.08664, over 2474792.47 frames. utt_duration=409.7 frames, utt_pad_proportion=0.08095, over 24251.92 utterances.], batch size: 211, lr: 4.38e-04
2022-08-24 18:56:53,537 INFO [train.py:927] (7/8) Epoch 8, batch 7400, giga_loss[loss=0.214, simple_loss=0.3035, pruned_loss=0.06226, over 12394.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04503, over 146.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3162, pruned_loss=0.08042, over 2474857.83 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07381, over 23018.82 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2991, pruned_loss=0.06194, over 2408300.95 frames. utt_duration=1269 frames, utt_pad_proportion=0.05932, over 7600.73 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3183, pruned_loss=0.08277, over 2475515.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07444, over 24385.44 utterances.], batch size: 146, lr: 4.38e-04
2022-08-24 18:58:40,650 INFO [train.py:927] (7/8) Epoch 8, batch 7450, giga_loss[loss=0.2561, simple_loss=0.3418, pruned_loss=0.08517, over 12414.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.0499, over 161.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.313, pruned_loss=0.07663, over 2475142.27 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07312, over 23199.43 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2991, pruned_loss=0.06193, over 2409518.62 frames. utt_duration=1272 frames, utt_pad_proportion=0.05828, over 7584.83 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3149, pruned_loss=0.07889, over 2476070.23 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07404, over 24659.31 utterances.], batch size: 161, lr: 4.38e-04
2022-08-24 19:00:30,812 INFO [train.py:927] (7/8) Epoch 8, batch 7500, libri_loss[loss=0.1871, simple_loss=0.2634, pruned_loss=0.0554, over 12264.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01158, over 28.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3128, pruned_loss=0.07437, over 2474089.96 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07126, over 22588.52 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2994, pruned_loss=0.06191, over 2411256.48 frames. utt_duration=1280 frames, utt_pad_proportion=0.05646, over 7544.88 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3148, pruned_loss=0.07678, over 2475882.62 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07279, over 24433.69 utterances.], batch size: 28, lr: 4.38e-04
2022-08-24 19:02:14,641 INFO [train.py:927] (7/8) Epoch 8, batch 7550, giga_loss[loss=0.2335, simple_loss=0.3159, pruned_loss=0.07561, over 12452.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03432, over 98.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3105, pruned_loss=0.07264, over 2474634.85 frames. utt_duration=429 frames, utt_pad_proportion=0.06945, over 23154.46 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.299, pruned_loss=0.06174, over 2412334.57 frames. utt_duration=1284 frames, utt_pad_proportion=0.05565, over 7524.09 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3127, pruned_loss=0.07491, over 2476207.51 frames. utt_duration=399 frames, utt_pad_proportion=0.07104, over 24915.24 utterances.], batch size: 98, lr: 4.38e-04
2022-08-24 19:03:57,903 INFO [train.py:927] (7/8) Epoch 8, batch 7600, giga_loss[loss=0.2051, simple_loss=0.297, pruned_loss=0.05658, over 12189.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03342, over 28.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3081, pruned_loss=0.07084, over 2474668.52 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07091, over 23567.45 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2985, pruned_loss=0.06154, over 2413388.98 frames. utt_duration=1288 frames, utt_pad_proportion=0.05501, over 7504.77 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3104, pruned_loss=0.07299, over 2476083.76 frames. utt_duration=393.6 frames, utt_pad_proportion=0.07228, over 25254.22 utterances.], batch size: 28, lr: 4.38e-04
2022-08-24 19:05:43,829 INFO [train.py:927] (7/8) Epoch 8, batch 7650, giga_loss[loss=0.2148, simple_loss=0.3005, pruned_loss=0.0646, over 12377.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04126, over 133.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3075, pruned_loss=0.07033, over 2474865.83 frames. utt_duration=418.5 frames, utt_pad_proportion=0.07075, over 23735.65 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2984, pruned_loss=0.06154, over 2414211.39 frames. utt_duration=1291 frames, utt_pad_proportion=0.05393, over 7486.40 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3097, pruned_loss=0.07226, over 2476661.95 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07225, over 25482.01 utterances.], batch size: 133, lr: 4.38e-04
2022-08-24 19:07:26,872 INFO [train.py:927] (7/8) Epoch 8, batch 7700, libri_loss[loss=0.2098, simple_loss=0.2944, pruned_loss=0.06256, over 12461.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005204, over 35.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3042, pruned_loss=0.06779, over 2475510.73 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06801, over 23532.25 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2983, pruned_loss=0.06157, over 2416421.53 frames. utt_duration=1291 frames, utt_pad_proportion=0.0535, over 7495.56 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3062, pruned_loss=0.06956, over 2476864.99 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06967, over 25453.76 utterances.], batch size: 35, lr: 4.38e-04
2022-08-24 19:09:12,507 INFO [train.py:927] (7/8) Epoch 8, batch 7750, giga_loss[loss=0.2101, simple_loss=0.2998, pruned_loss=0.06019, over 12394.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04083, over 133.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3014, pruned_loss=0.06644, over 2475603.62 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06708, over 24084.25 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.298, pruned_loss=0.06131, over 2417591.31 frames. utt_duration=1292 frames, utt_pad_proportion=0.05266, over 7492.28 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3034, pruned_loss=0.0682, over 2476952.47 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06873, over 26000.16 utterances.], batch size: 133, lr: 4.38e-04
2022-08-24 19:11:04,801 INFO [train.py:927] (7/8) Epoch 8, batch 7800, giga_loss[loss=0.207, simple_loss=0.3092, pruned_loss=0.05243, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04255, over 146.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3013, pruned_loss=0.06599, over 2475608.90 frames. utt_duration=402.5 frames, utt_pad_proportion=0.07382, over 24693.47 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2977, pruned_loss=0.06114, over 2419096.29 frames. utt_duration=1295 frames, utt_pad_proportion=0.05234, over 7483.24 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3033, pruned_loss=0.06771, over 2477098.84 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07484, over 26761.46 utterances.], batch size: 146, lr: 4.38e-04
2022-08-24 19:13:09,067 INFO [train.py:927] (7/8) Epoch 8, batch 7850, giga_loss[loss=0.2247, simple_loss=0.2986, pruned_loss=0.07542, over 12416.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09606, over 256.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3027, pruned_loss=0.06592, over 2475700.66 frames. utt_duration=404.4 frames, utt_pad_proportion=0.07265, over 24576.26 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2979, pruned_loss=0.06104, over 2420440.28 frames. utt_duration=1293 frames, utt_pad_proportion=0.05219, over 7498.64 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3042, pruned_loss=0.06749, over 2476943.33 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07373, over 26582.36 utterances.], batch size: 256, lr: 4.38e-04
2022-08-24 19:15:08,123 INFO [train.py:927] (7/8) Epoch 8, batch 7900, giga_loss[loss=0.2327, simple_loss=0.3188, pruned_loss=0.07331, over 12342.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.0306, over 91.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2998, pruned_loss=0.06448, over 2476053.66 frames. utt_duration=396.8 frames, utt_pad_proportion=0.075, over 25049.60 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2975, pruned_loss=0.06081, over 2421732.26 frames. utt_duration=1296 frames, utt_pad_proportion=0.05138, over 7482.39 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3014, pruned_loss=0.06605, over 2477131.73 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07604, over 27072.59 utterances.], batch size: 91, lr: 4.38e-04
2022-08-24 19:17:18,396 INFO [train.py:927] (7/8) Epoch 8, batch 7950, giga_loss[loss=0.2152, simple_loss=0.2959, pruned_loss=0.06728, over 12430.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02765, over 122.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2979, pruned_loss=0.06309, over 2476508.54 frames. utt_duration=401.3 frames, utt_pad_proportion=0.0738, over 24765.52 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2971, pruned_loss=0.06072, over 2422600.38 frames. utt_duration=1300 frames, utt_pad_proportion=0.05065, over 7461.91 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2995, pruned_loss=0.06447, over 2477547.99 frames. utt_duration=372.6 frames, utt_pad_proportion=0.075, over 26691.14 utterances.], batch size: 122, lr: 4.38e-04
2022-08-24 19:19:16,218 INFO [train.py:927] (7/8) Epoch 8, batch 8000, giga_loss[loss=0.2048, simple_loss=0.2902, pruned_loss=0.05972, over 12399.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03472, over 113.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2957, pruned_loss=0.06232, over 2477194.01 frames. utt_duration=415.1 frames, utt_pad_proportion=0.0717, over 23944.75 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2965, pruned_loss=0.06059, over 2424898.03 frames. utt_duration=1303 frames, utt_pad_proportion=0.04964, over 7451.87 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2976, pruned_loss=0.06365, over 2478378.06 frames. utt_duration=378.1 frames, utt_pad_proportion=0.07343, over 26311.40 utterances.], batch size: 113, lr: 4.38e-04
2022-08-24 19:21:10,966 INFO [train.py:927] (7/8) Epoch 8, batch 8050, giga_loss[loss=0.2312, simple_loss=0.3209, pruned_loss=0.07076, over 12383.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.0357, over 122.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2948, pruned_loss=0.06136, over 2476691.39 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07247, over 24547.39 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2967, pruned_loss=0.06064, over 2425595.94 frames. utt_duration=1307 frames, utt_pad_proportion=0.04892, over 7430.96 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2961, pruned_loss=0.06238, over 2477952.15 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07404, over 26756.40 utterances.], batch size: 122, lr: 4.37e-04
2022-08-24 19:23:26,329 INFO [train.py:927] (7/8) Epoch 8, batch 8100, giga_loss[loss=0.2036, simple_loss=0.2908, pruned_loss=0.05823, over 12359.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04741, over 146.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.294, pruned_loss=0.06028, over 2476131.84 frames. utt_duration=413.1 frames, utt_pad_proportion=0.07068, over 24049.62 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2963, pruned_loss=0.06049, over 2426993.01 frames. utt_duration=1309 frames, utt_pad_proportion=0.04786, over 7422.15 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2952, pruned_loss=0.06126, over 2477667.60 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07262, over 26435.32 utterances.], batch size: 146, lr: 4.37e-04
2022-08-24 19:25:25,825 INFO [train.py:927] (7/8) Epoch 8, batch 8150, giga_loss[loss=0.2037, simple_loss=0.2879, pruned_loss=0.05976, over 12435.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05689, over 182.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2935, pruned_loss=0.05991, over 2476246.85 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06865, over 23350.59 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2955, pruned_loss=0.06016, over 2428921.53 frames. utt_duration=1315 frames, utt_pad_proportion=0.04672, over 7398.21 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2951, pruned_loss=0.06097, over 2477682.28 frames. utt_duration=383 frames, utt_pad_proportion=0.07094, over 25960.29 utterances.], batch size: 182, lr: 4.37e-04
2022-08-24 19:27:29,653 INFO [train.py:927] (7/8) Epoch 8, batch 8200, libri_loss[loss=0.1779, simple_loss=0.2721, pruned_loss=0.0418, over 12127.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00618, over 32.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2958, pruned_loss=0.05927, over 2476232.30 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06915, over 23251.49 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.295, pruned_loss=0.05995, over 2430753.28 frames. utt_duration=1306 frames, utt_pad_proportion=0.05004, over 7452.04 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2976, pruned_loss=0.0603, over 2477888.69 frames. utt_duration=381.4 frames, utt_pad_proportion=0.07035, over 26073.49 utterances.], batch size: 32, lr: 4.37e-04
2022-08-24 19:29:34,886 INFO [train.py:927] (7/8) Epoch 8, batch 8250, giga_loss[loss=0.1911, simple_loss=0.276, pruned_loss=0.05311, over 12370.00 frames. utt_duration=141.1 frames, utt_pad_proportion=0.1702, over 354.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2965, pruned_loss=0.05865, over 2476482.62 frames. utt_duration=423.3 frames, utt_pad_proportion=0.07259, over 23467.97 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2952, pruned_loss=0.06029, over 2432180.45 frames. utt_duration=1284 frames, utt_pad_proportion=0.05692, over 7583.10 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2978, pruned_loss=0.05915, over 2478157.18 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07181, over 26213.94 utterances.], batch size: 354, lr: 4.37e-04
2022-08-24 19:31:43,245 INFO [train.py:927] (7/8) Epoch 8, batch 8300, giga_loss[loss=0.2009, simple_loss=0.2937, pruned_loss=0.05402, over 12378.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04582, over 146.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2969, pruned_loss=0.05907, over 2476311.96 frames. utt_duration=440.6 frames, utt_pad_proportion=0.0686, over 22543.35 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.295, pruned_loss=0.06037, over 2433385.48 frames. utt_duration=1290 frames, utt_pad_proportion=0.05557, over 7556.33 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2982, pruned_loss=0.05937, over 2477955.79 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06884, over 25258.72 utterances.], batch size: 146, lr: 4.37e-04
2022-08-24 19:34:13,362 INFO [train.py:927] (7/8) Epoch 8, batch 8350, giga_loss[loss=0.1931, simple_loss=0.2657, pruned_loss=0.06019, over 12385.00 frames. utt_duration=138.7 frames, utt_pad_proportion=0.1842, over 360.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2984, pruned_loss=0.06085, over 2476939.52 frames. utt_duration=429.3 frames, utt_pad_proportion=0.06876, over 23142.43 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2951, pruned_loss=0.06043, over 2434366.39 frames. utt_duration=1288 frames, utt_pad_proportion=0.0548, over 7566.18 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2994, pruned_loss=0.06103, over 2478145.09 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06919, over 25553.13 utterances.], batch size: 360, lr: 4.37e-04
2022-08-24 19:36:23,703 INFO [train.py:927] (7/8) Epoch 8, batch 8400, giga_loss[loss=0.1732, simple_loss=0.2629, pruned_loss=0.04176, over 12424.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03896, over 133.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.296, pruned_loss=0.05976, over 2476829.54 frames. utt_duration=431 frames, utt_pad_proportion=0.0679, over 23048.66 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2952, pruned_loss=0.06031, over 2435117.43 frames. utt_duration=1289 frames, utt_pad_proportion=0.05385, over 7566.06 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2968, pruned_loss=0.06001, over 2478239.82 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06872, over 25397.91 utterances.], batch size: 133, lr: 4.37e-04
2022-08-24 19:38:27,008 INFO [train.py:927] (7/8) Epoch 8, batch 8450, giga_loss[loss=0.2257, simple_loss=0.3062, pruned_loss=0.07265, over 12439.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05644, over 182.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2948, pruned_loss=0.05955, over 2477078.48 frames. utt_duration=435.8 frames, utt_pad_proportion=0.06569, over 22797.58 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.295, pruned_loss=0.06016, over 2436483.84 frames. utt_duration=1288 frames, utt_pad_proportion=0.05303, over 7573.06 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2957, pruned_loss=0.05986, over 2478282.40 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06688, over 25178.25 utterances.], batch size: 182, lr: 4.37e-04
2022-08-24 19:40:33,376 INFO [train.py:927] (7/8) Epoch 8, batch 8500, giga_loss[loss=0.2176, simple_loss=0.3017, pruned_loss=0.06673, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02809, over 48.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2957, pruned_loss=0.06063, over 2477447.01 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06282, over 23367.47 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2947, pruned_loss=0.06008, over 2436882.87 frames. utt_duration=1292 frames, utt_pad_proportion=0.05246, over 7555.54 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2966, pruned_loss=0.06096, over 2478607.61 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06416, over 25485.51 utterances.], batch size: 48, lr: 4.37e-04
2022-08-24 19:42:38,290 INFO [train.py:927] (7/8) Epoch 8, batch 8550, giga_loss[loss=0.1857, simple_loss=0.2807, pruned_loss=0.04538, over 12416.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03159, over 75.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2948, pruned_loss=0.06081, over 2477795.55 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06529, over 23513.87 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2943, pruned_loss=0.05995, over 2438099.86 frames. utt_duration=1296 frames, utt_pad_proportion=0.05122, over 7536.47 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2959, pruned_loss=0.06121, over 2478884.52 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06659, over 25745.47 utterances.], batch size: 75, lr: 4.37e-04
2022-08-24 19:44:51,101 INFO [train.py:927] (7/8) Epoch 8, batch 8600, giga_loss[loss=0.2167, simple_loss=0.3017, pruned_loss=0.06588, over 12474.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03388, over 98.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2965, pruned_loss=0.06128, over 2477304.04 frames. utt_duration=424.4 frames, utt_pad_proportion=0.0641, over 23413.45 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2943, pruned_loss=0.06017, over 2438590.09 frames. utt_duration=1299 frames, utt_pad_proportion=0.04987, over 7515.03 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2974, pruned_loss=0.06146, over 2479006.46 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06572, over 25743.53 utterances.], batch size: 98, lr: 4.37e-04
2022-08-24 19:47:05,970 INFO [train.py:927] (7/8) Epoch 8, batch 8650, giga_loss[loss=0.2268, simple_loss=0.3018, pruned_loss=0.07584, over 12454.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.02788, over 122.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2959, pruned_loss=0.06132, over 2478271.43 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06204, over 23740.40 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2942, pruned_loss=0.06007, over 2439189.21 frames. utt_duration=1297 frames, utt_pad_proportion=0.04969, over 7529.13 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2968, pruned_loss=0.06156, over 2479605.15 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06358, over 25784.99 utterances.], batch size: 122, lr: 4.37e-04
2022-08-24 19:49:09,197 INFO [train.py:927] (7/8) Epoch 8, batch 8700, libri_loss[loss=0.2186, simple_loss=0.3046, pruned_loss=0.06628, over 12277.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.008511, over 37.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2936, pruned_loss=0.06115, over 2478192.63 frames. utt_duration=423.7 frames, utt_pad_proportion=0.06088, over 23461.17 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2947, pruned_loss=0.06028, over 2440614.59 frames. utt_duration=1298 frames, utt_pad_proportion=0.04817, over 7530.08 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2939, pruned_loss=0.06121, over 2479394.90 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06276, over 25712.26 utterances.], batch size: 37, lr: 4.37e-04
2022-08-24 19:51:03,741 INFO [train.py:927] (7/8) Epoch 8, batch 8750, giga_loss[loss=0.2026, simple_loss=0.2873, pruned_loss=0.0589, over 12408.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.04089, over 105.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2941, pruned_loss=0.06177, over 2477897.98 frames. utt_duration=429.5 frames, utt_pad_proportion=0.06081, over 23141.23 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.295, pruned_loss=0.06062, over 2441584.27 frames. utt_duration=1285 frames, utt_pad_proportion=0.05256, over 7606.42 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.294, pruned_loss=0.06154, over 2478816.87 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06123, over 25213.06 utterances.], batch size: 105, lr: 4.37e-04
2022-08-24 19:53:09,081 INFO [train.py:927] (7/8) Epoch 8, batch 8800, giga_loss[loss=0.2043, simple_loss=0.2951, pruned_loss=0.05673, over 12415.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04494, over 161.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2922, pruned_loss=0.06004, over 2477781.03 frames. utt_duration=415.4 frames, utt_pad_proportion=0.0666, over 23927.98 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2952, pruned_loss=0.06058, over 2442699.33 frames. utt_duration=1268 frames, utt_pad_proportion=0.05748, over 7712.28 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2919, pruned_loss=0.05992, over 2478492.17 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06543, over 25934.22 utterances.], batch size: 161, lr: 4.37e-04
2022-08-24 19:55:25,836 INFO [train.py:927] (7/8) Epoch 8, batch 8850, giga_loss[loss=0.2008, simple_loss=0.2832, pruned_loss=0.05918, over 12316.00 frames. utt_duration=966.9 frames, utt_pad_proportion=0.03499, over 51.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2911, pruned_loss=0.05919, over 2477189.96 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06303, over 23433.28 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2954, pruned_loss=0.06057, over 2442946.06 frames. utt_duration=1265 frames, utt_pad_proportion=0.0579, over 7732.19 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2906, pruned_loss=0.0591, over 2477831.47 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06223, over 25126.82 utterances.], batch size: 51, lr: 4.37e-04
2022-08-24 19:57:33,900 INFO [train.py:927] (7/8) Epoch 8, batch 8900, giga_loss[loss=0.2122, simple_loss=0.2963, pruned_loss=0.064, over 12413.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05832, over 182.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2917, pruned_loss=0.05987, over 2477513.87 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06275, over 23901.41 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2957, pruned_loss=0.06055, over 2443170.33 frames. utt_duration=1264 frames, utt_pad_proportion=0.05776, over 7739.53 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2912, pruned_loss=0.05981, over 2477968.50 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06219, over 25292.15 utterances.], batch size: 182, lr: 4.37e-04
2022-08-24 19:59:35,433 INFO [train.py:927] (7/8) Epoch 8, batch 8950, giga_loss[loss=0.1926, simple_loss=0.2997, pruned_loss=0.04277, over 12362.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03119, over 58.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2919, pruned_loss=0.05944, over 2477841.96 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06307, over 24174.71 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2963, pruned_loss=0.06077, over 2443388.78 frames. utt_duration=1264 frames, utt_pad_proportion=0.05734, over 7742.12 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2909, pruned_loss=0.05918, over 2478324.83 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06276, over 25421.23 utterances.], batch size: 58, lr: 4.36e-04
2022-08-24 20:01:34,846 INFO [train.py:927] (7/8) Epoch 8, batch 9000, giga_loss[loss=0.2091, simple_loss=0.281, pruned_loss=0.06863, over 12383.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09831, over 256.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2941, pruned_loss=0.05944, over 2477716.76 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06207, over 23954.64 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2969, pruned_loss=0.06085, over 2443731.94 frames. utt_duration=1263 frames, utt_pad_proportion=0.05712, over 7745.82 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2926, pruned_loss=0.05913, over 2478528.98 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06193, over 25283.13 utterances.], batch size: 256, lr: 4.36e-04
2022-08-24 20:01:34,847 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 20:01:48,925 INFO [train.py:967] (7/8) 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 20:03:45,645 INFO [train.py:927] (7/8) Epoch 8, batch 9050, giga_loss[loss=0.1964, simple_loss=0.2857, pruned_loss=0.05358, over 12442.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03251, over 75.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2945, pruned_loss=0.05957, over 2477806.14 frames. utt_duration=420.6 frames, utt_pad_proportion=0.0597, over 23630.56 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2968, pruned_loss=0.06077, over 2444951.71 frames. utt_duration=1267 frames, utt_pad_proportion=0.05556, over 7727.09 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2934, pruned_loss=0.05935, over 2478430.29 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06019, over 25230.03 utterances.], batch size: 75, lr: 4.36e-04
2022-08-24 20:05:47,710 INFO [train.py:927] (7/8) Epoch 8, batch 9100, giga_loss[loss=0.2178, simple_loss=0.3058, pruned_loss=0.06487, over 12353.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03054, over 58.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2942, pruned_loss=0.05967, over 2477200.58 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06146, over 23488.93 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2974, pruned_loss=0.06112, over 2446098.93 frames. utt_duration=1258 frames, utt_pad_proportion=0.05814, over 7789.03 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2926, pruned_loss=0.0591, over 2478109.02 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06094, over 25439.02 utterances.], batch size: 58, lr: 4.36e-04
2022-08-24 20:07:45,861 INFO [train.py:927] (7/8) Epoch 8, batch 9150, giga_loss[loss=0.1962, simple_loss=0.2875, pruned_loss=0.0525, over 12392.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04683, over 161.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2935, pruned_loss=0.05949, over 2477343.62 frames. utt_duration=423.8 frames, utt_pad_proportion=0.05968, over 23448.59 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2973, pruned_loss=0.0609, over 2446320.35 frames. utt_duration=1262 frames, utt_pad_proportion=0.05728, over 7764.43 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2922, pruned_loss=0.05922, over 2478457.48 frames. utt_duration=392.9 frames, utt_pad_proportion=0.05962, over 25311.20 utterances.], batch size: 161, lr: 4.36e-04
2022-08-24 20:09:53,310 INFO [train.py:927] (7/8) Epoch 8, batch 9200, giga_loss[loss=0.1782, simple_loss=0.2576, pruned_loss=0.04936, over 12374.00 frames. utt_duration=140.5 frames, utt_pad_proportion=0.1732, over 355.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.294, pruned_loss=0.05958, over 2477792.06 frames. utt_duration=413.7 frames, utt_pad_proportion=0.0609, over 24026.71 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.297, pruned_loss=0.06075, over 2446963.65 frames. utt_duration=1267 frames, utt_pad_proportion=0.05646, over 7735.33 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2931, pruned_loss=0.05948, over 2478656.17 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06099, over 25812.51 utterances.], batch size: 355, lr: 4.36e-04
2022-08-24 20:11:45,607 INFO [train.py:927] (7/8) Epoch 8, batch 9250, giga_loss[loss=0.2069, simple_loss=0.2813, pruned_loss=0.06629, over 12361.00 frames. utt_duration=139.7 frames, utt_pad_proportion=0.178, over 357.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.296, pruned_loss=0.06061, over 2477852.70 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06405, over 24368.58 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2975, pruned_loss=0.06066, over 2447830.93 frames. utt_duration=1268 frames, utt_pad_proportion=0.05535, over 7732.36 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2949, pruned_loss=0.06058, over 2478746.28 frames. utt_duration=378 frames, utt_pad_proportion=0.06422, over 26312.56 utterances.], batch size: 357, lr: 4.36e-04
2022-08-24 20:13:48,367 INFO [train.py:927] (7/8) Epoch 8, batch 9300, giga_loss[loss=0.2151, simple_loss=0.311, pruned_loss=0.05962, over 12366.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03568, over 132.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2981, pruned_loss=0.06153, over 2477545.82 frames. utt_duration=405.3 frames, utt_pad_proportion=0.0661, over 24523.66 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2977, pruned_loss=0.06068, over 2448279.68 frames. utt_duration=1258 frames, utt_pad_proportion=0.05899, over 7796.20 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.297, pruned_loss=0.06148, over 2478507.86 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06515, over 26363.90 utterances.], batch size: 132, lr: 4.36e-04
2022-08-24 20:16:06,869 INFO [train.py:927] (7/8) Epoch 8, batch 9350, giga_loss[loss=0.2091, simple_loss=0.2901, pruned_loss=0.06408, over 12438.00 frames. utt_duration=441.6 frames, utt_pad_proportion=0.03584, over 113.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2965, pruned_loss=0.06075, over 2477419.25 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06776, over 24583.04 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2978, pruned_loss=0.06081, over 2448752.17 frames. utt_duration=1246 frames, utt_pad_proportion=0.06216, over 7868.94 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2955, pruned_loss=0.06063, over 2478447.48 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0662, over 26363.84 utterances.], batch size: 113, lr: 4.36e-04
2022-08-24 20:18:06,785 INFO [train.py:927] (7/8) Epoch 8, batch 9400, giga_loss[loss=0.2289, simple_loss=0.3111, pruned_loss=0.07332, over 12456.00 frames. utt_duration=409.2 frames, utt_pad_proportion=0.0257, over 122.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2955, pruned_loss=0.0605, over 2477548.14 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06625, over 24894.25 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2979, pruned_loss=0.06084, over 2449040.64 frames. utt_duration=1246 frames, utt_pad_proportion=0.06169, over 7871.24 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2947, pruned_loss=0.06038, over 2478354.54 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06524, over 26433.02 utterances.], batch size: 122, lr: 4.36e-04
2022-08-24 20:20:14,938 INFO [train.py:927] (7/8) Epoch 8, batch 9450, giga_loss[loss=0.1867, simple_loss=0.2819, pruned_loss=0.04579, over 12440.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02932, over 80.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2945, pruned_loss=0.06048, over 2477784.11 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06467, over 24906.66 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2982, pruned_loss=0.06098, over 2449545.62 frames. utt_duration=1245 frames, utt_pad_proportion=0.06103, over 7878.12 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2935, pruned_loss=0.06026, over 2478350.82 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06415, over 26342.53 utterances.], batch size: 80, lr: 4.36e-04
2022-08-24 20:22:26,123 INFO [train.py:927] (7/8) Epoch 8, batch 9500, giga_loss[loss=0.2165, simple_loss=0.3152, pruned_loss=0.05889, over 12402.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03834, over 113.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2931, pruned_loss=0.05901, over 2477430.81 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06474, over 24396.97 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2976, pruned_loss=0.06073, over 2449657.75 frames. utt_duration=1251 frames, utt_pad_proportion=0.06021, over 7842.80 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2928, pruned_loss=0.05902, over 2478268.37 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06453, over 25859.28 utterances.], batch size: 113, lr: 4.36e-04
2022-08-24 20:24:19,306 INFO [train.py:927] (7/8) Epoch 8, batch 9550, giga_loss[loss=0.2242, simple_loss=0.306, pruned_loss=0.07116, over 12412.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06533, over 212.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2939, pruned_loss=0.0582, over 2477385.20 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06501, over 23875.16 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2979, pruned_loss=0.06102, over 2449644.24 frames. utt_duration=1243 frames, utt_pad_proportion=0.06331, over 7890.82 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2933, pruned_loss=0.05789, over 2478726.75 frames. utt_duration=392 frames, utt_pad_proportion=0.06394, over 25369.62 utterances.], batch size: 212, lr: 4.36e-04
2022-08-24 20:26:28,002 INFO [train.py:927] (7/8) Epoch 8, batch 9600, giga_loss[loss=0.1897, simple_loss=0.2836, pruned_loss=0.0479, over 12450.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03391, over 43.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2933, pruned_loss=0.05771, over 2477093.49 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06508, over 23642.47 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2979, pruned_loss=0.06105, over 2450086.50 frames. utt_duration=1245 frames, utt_pad_proportion=0.06236, over 7881.11 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2927, pruned_loss=0.05737, over 2478233.71 frames. utt_duration=395.9 frames, utt_pad_proportion=0.0645, over 25113.03 utterances.], batch size: 43, lr: 4.36e-04
2022-08-24 20:28:42,786 INFO [train.py:927] (7/8) Epoch 8, batch 9650, giga_loss[loss=0.2027, simple_loss=0.2993, pruned_loss=0.05304, over 12402.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03215, over 80.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05712, over 2477008.19 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06762, over 23999.66 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.297, pruned_loss=0.06073, over 2450565.39 frames. utt_duration=1254 frames, utt_pad_proportion=0.06109, over 7828.31 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2924, pruned_loss=0.05704, over 2478226.93 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06738, over 25642.31 utterances.], batch size: 80, lr: 4.36e-04
2022-08-24 20:31:00,855 INFO [train.py:927] (7/8) Epoch 8, batch 9700, giga_loss[loss=0.2021, simple_loss=0.3009, pruned_loss=0.05169, over 12450.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04322, over 31.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2945, pruned_loss=0.05748, over 2477279.87 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06329, over 23241.57 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2973, pruned_loss=0.06066, over 2450954.64 frames. utt_duration=1258 frames, utt_pad_proportion=0.05995, over 7801.93 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2944, pruned_loss=0.0574, over 2478480.91 frames. utt_duration=398.9 frames, utt_pad_proportion=0.0637, over 24931.59 utterances.], batch size: 31, lr: 4.36e-04
2022-08-24 20:33:17,869 INFO [train.py:927] (7/8) Epoch 8, batch 9750, giga_loss[loss=0.1834, simple_loss=0.2791, pruned_loss=0.04384, over 12366.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.02918, over 51.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2955, pruned_loss=0.05812, over 2477148.50 frames. utt_duration=436 frames, utt_pad_proportion=0.06369, over 22790.28 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2975, pruned_loss=0.06072, over 2451998.14 frames. utt_duration=1264 frames, utt_pad_proportion=0.05832, over 7770.49 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2951, pruned_loss=0.05791, over 2477996.66 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06449, over 24653.65 utterances.], batch size: 51, lr: 4.36e-04
2022-08-24 20:35:33,556 INFO [train.py:927] (7/8) Epoch 8, batch 9800, giga_loss[loss=0.1761, simple_loss=0.2789, pruned_loss=0.03665, over 12371.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03238, over 62.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2935, pruned_loss=0.0572, over 2476506.81 frames. utt_duration=436.5 frames, utt_pad_proportion=0.06472, over 22757.99 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2972, pruned_loss=0.06058, over 2452627.52 frames. utt_duration=1270 frames, utt_pad_proportion=0.05683, over 7735.91 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2934, pruned_loss=0.05707, over 2477385.13 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06573, over 24749.72 utterances.], batch size: 62, lr: 4.35e-04
2022-08-24 20:37:37,812 INFO [train.py:927] (7/8) Epoch 8, batch 9850, giga_loss[loss=0.1891, simple_loss=0.2849, pruned_loss=0.04664, over 12388.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04959, over 161.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2934, pruned_loss=0.05734, over 2476524.36 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06693, over 23534.99 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2974, pruned_loss=0.06061, over 2452658.64 frames. utt_duration=1271 frames, utt_pad_proportion=0.05639, over 7729.58 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2931, pruned_loss=0.05718, over 2477412.10 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06772, over 25252.81 utterances.], batch size: 161, lr: 4.35e-04
2022-08-24 20:39:32,741 INFO [train.py:927] (7/8) Epoch 8, batch 9900, giga_loss[loss=0.2038, simple_loss=0.288, pruned_loss=0.05982, over 12435.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03537, over 86.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.295, pruned_loss=0.05795, over 2477046.62 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06628, over 23916.10 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2976, pruned_loss=0.06049, over 2452611.35 frames. utt_duration=1273 frames, utt_pad_proportion=0.05632, over 7717.94 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2946, pruned_loss=0.05792, over 2477901.27 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06695, over 25346.81 utterances.], batch size: 86, lr: 4.35e-04
2022-08-24 20:41:30,542 INFO [train.py:927] (7/8) Epoch 8, batch 9950, giga_loss[loss=0.2036, simple_loss=0.2956, pruned_loss=0.05585, over 12443.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03037, over 80.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2938, pruned_loss=0.05779, over 2477730.74 frames. utt_duration=404 frames, utt_pad_proportion=0.06969, over 24607.72 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2977, pruned_loss=0.06039, over 2452991.28 frames. utt_duration=1274 frames, utt_pad_proportion=0.05589, over 7707.79 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05783, over 2478279.87 frames. utt_duration=384 frames, utt_pad_proportion=0.07021, over 25894.87 utterances.], batch size: 80, lr: 4.35e-04
2022-08-24 20:43:14,424 INFO [train.py:927] (7/8) Epoch 8, batch 10000, giga_loss[loss=0.2377, simple_loss=0.3389, pruned_loss=0.06825, over 12410.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03418, over 75.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2983, pruned_loss=0.06081, over 2477196.00 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06967, over 24857.20 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2977, pruned_loss=0.06044, over 2453241.38 frames. utt_duration=1275 frames, utt_pad_proportion=0.05544, over 7706.70 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2978, pruned_loss=0.06077, over 2477629.54 frames. utt_duration=381.9 frames, utt_pad_proportion=0.07024, over 26030.74 utterances.], batch size: 75, lr: 4.35e-04
2022-08-24 20:44:59,481 INFO [train.py:927] (7/8) Epoch 8, batch 10050, giga_loss[loss=0.255, simple_loss=0.3427, pruned_loss=0.08368, over 12449.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04369, over 134.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3033, pruned_loss=0.0637, over 2475576.06 frames. utt_duration=429.8 frames, utt_pad_proportion=0.06741, over 23105.06 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2976, pruned_loss=0.06035, over 2453208.70 frames. utt_duration=1278 frames, utt_pad_proportion=0.05424, over 7688.98 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3032, pruned_loss=0.06383, over 2476686.39 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06851, over 24587.38 utterances.], batch size: 134, lr: 4.35e-04
2022-08-24 20:46:43,746 INFO [train.py:927] (7/8) Epoch 8, batch 10100, giga_loss[loss=0.1695, simple_loss=0.2586, pruned_loss=0.04015, over 12372.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02661, over 66.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2998, pruned_loss=0.06293, over 2475678.53 frames. utt_duration=450.7 frames, utt_pad_proportion=0.06984, over 22036.25 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2979, pruned_loss=0.0604, over 2453409.81 frames. utt_duration=1274 frames, utt_pad_proportion=0.05396, over 7711.04 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2994, pruned_loss=0.06305, over 2476799.89 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07082, over 23471.16 utterances.], batch size: 66, lr: 4.35e-04
2022-08-24 20:48:28,733 INFO [train.py:927] (7/8) Epoch 8, batch 10150, libri_loss[loss=0.2961, simple_loss=0.4374, pruned_loss=0.07742, over 12410.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.0219, over 43.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.295, pruned_loss=0.06128, over 2476050.89 frames. utt_duration=467 frames, utt_pad_proportion=0.06728, over 21269.58 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2995, pruned_loss=0.06076, over 2454005.10 frames. utt_duration=1270 frames, utt_pad_proportion=0.05366, over 7740.31 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2932, pruned_loss=0.06109, over 2477014.55 frames. utt_duration=436.4 frames, utt_pad_proportion=0.06847, over 22775.17 utterances.], batch size: 43, lr: 4.35e-04
2022-08-24 20:50:12,986 INFO [train.py:927] (7/8) Epoch 8, batch 10200, giga_loss[loss=0.1734, simple_loss=0.2412, pruned_loss=0.05278, over 12381.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04219, over 37.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2876, pruned_loss=0.05889, over 2475958.09 frames. utt_duration=484.7 frames, utt_pad_proportion=0.06866, over 20490.74 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2998, pruned_loss=0.06083, over 2454310.80 frames. utt_duration=1272 frames, utt_pad_proportion=0.05282, over 7726.66 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2858, pruned_loss=0.05868, over 2476818.90 frames. utt_duration=453.2 frames, utt_pad_proportion=0.06988, over 21924.40 utterances.], batch size: 37, lr: 4.35e-04
2022-08-24 20:51:57,654 INFO [train.py:927] (7/8) Epoch 8, batch 10250, giga_loss[loss=0.1836, simple_loss=0.2677, pruned_loss=0.04976, over 12453.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03469, over 98.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2818, pruned_loss=0.05704, over 2475689.35 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06654, over 20050.45 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2994, pruned_loss=0.06065, over 2454479.03 frames. utt_duration=1277 frames, utt_pad_proportion=0.05199, over 7698.91 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2803, pruned_loss=0.05696, over 2476698.43 frames. utt_duration=461.9 frames, utt_pad_proportion=0.06806, over 21513.68 utterances.], batch size: 98, lr: 4.35e-04
2022-08-24 20:53:40,028 INFO [train.py:927] (7/8) Epoch 8, batch 10300, giga_loss[loss=0.1752, simple_loss=0.2449, pruned_loss=0.05277, over 12359.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2018, over 368.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2777, pruned_loss=0.05554, over 2475486.69 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06769, over 19886.76 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2997, pruned_loss=0.06083, over 2455322.99 frames. utt_duration=1276 frames, utt_pad_proportion=0.05081, over 7704.92 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2756, pruned_loss=0.05516, over 2476286.17 frames. utt_duration=462.4 frames, utt_pad_proportion=0.06935, over 21488.53 utterances.], batch size: 368, lr: 4.35e-04
2022-08-24 20:55:22,354 INFO [train.py:927] (7/8) Epoch 8, batch 10350, giga_loss[loss=0.171, simple_loss=0.2541, pruned_loss=0.04394, over 12374.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04182, over 133.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2731, pruned_loss=0.0538, over 2475230.41 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06603, over 19425.20 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2987, pruned_loss=0.06052, over 2455654.01 frames. utt_duration=1283 frames, utt_pad_proportion=0.04935, over 7662.66 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2714, pruned_loss=0.05355, over 2476316.18 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06819, over 21195.40 utterances.], batch size: 133, lr: 4.35e-04
2022-08-24 20:57:07,784 INFO [train.py:927] (7/8) Epoch 8, batch 10400, giga_loss[loss=0.1692, simple_loss=0.2558, pruned_loss=0.04129, over 12432.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05434, over 162.00 utterances.], tot_loss[loss=0.1858, simple_loss=0.2678, pruned_loss=0.05187, over 2474017.63 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06402, over 18725.19 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2984, pruned_loss=0.06045, over 2455774.89 frames. utt_duration=1287 frames, utt_pad_proportion=0.04808, over 7638.75 utterances.], giga_tot_loss[loss=0.1844, simple_loss=0.2659, pruned_loss=0.05151, over 2475367.56 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06658, over 20522.80 utterances.], batch size: 162, lr: 4.35e-04
2022-08-24 20:58:50,235 INFO [train.py:927] (7/8) Epoch 8, batch 10450, giga_loss[loss=0.1677, simple_loss=0.2385, pruned_loss=0.0485, over 12466.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04288, over 31.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2638, pruned_loss=0.05045, over 2473661.94 frames. utt_duration=525.5 frames, utt_pad_proportion=0.0621, over 18879.92 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.298, pruned_loss=0.06026, over 2456266.72 frames. utt_duration=1283 frames, utt_pad_proportion=0.04851, over 7666.35 utterances.], giga_tot_loss[loss=0.1809, simple_loss=0.2616, pruned_loss=0.05006, over 2474853.05 frames. utt_duration=481 frames, utt_pad_proportion=0.06438, over 20643.14 utterances.], batch size: 31, lr: 4.35e-04
2022-08-24 21:00:34,245 INFO [train.py:927] (7/8) Epoch 8, batch 10500, giga_loss[loss=0.2146, simple_loss=0.3102, pruned_loss=0.05949, over 12307.00 frames. utt_duration=966.9 frames, utt_pad_proportion=0.03597, over 51.00 utterances.], tot_loss[loss=0.1878, simple_loss=0.269, pruned_loss=0.05326, over 2474231.06 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06057, over 18949.94 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2979, pruned_loss=0.0604, over 2456549.07 frames. utt_duration=1276 frames, utt_pad_proportion=0.05189, over 7708.04 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.2664, pruned_loss=0.05257, over 2475408.96 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06152, over 20631.12 utterances.], batch size: 51, lr: 4.35e-04
2022-08-24 21:02:17,752 INFO [train.py:927] (7/8) Epoch 8, batch 10550, giga_loss[loss=0.2759, simple_loss=0.3465, pruned_loss=0.1027, over 12387.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03189, over 122.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2803, pruned_loss=0.05836, over 2474181.77 frames. utt_duration=531 frames, utt_pad_proportion=0.06028, over 18690.04 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2979, pruned_loss=0.06041, over 2456852.61 frames. utt_duration=1279 frames, utt_pad_proportion=0.05155, over 7691.00 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2781, pruned_loss=0.05777, over 2474991.16 frames. utt_duration=493.2 frames, utt_pad_proportion=0.06122, over 20133.60 utterances.], batch size: 122, lr: 4.35e-04
2022-08-24 21:04:02,327 INFO [train.py:927] (7/8) Epoch 8, batch 10600, giga_loss[loss=0.2242, simple_loss=0.3197, pruned_loss=0.06439, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03296, over 97.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.287, pruned_loss=0.0606, over 2474038.48 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07021, over 20064.95 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2978, pruned_loss=0.06045, over 2457051.32 frames. utt_duration=1281 frames, utt_pad_proportion=0.05098, over 7680.66 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2852, pruned_loss=0.0601, over 2474731.05 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07058, over 21375.83 utterances.], batch size: 97, lr: 4.35e-04
2022-08-24 21:05:47,002 INFO [train.py:927] (7/8) Epoch 8, batch 10650, giga_loss[loss=0.2713, simple_loss=0.336, pruned_loss=0.1033, over 12390.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2917, pruned_loss=0.06254, over 2474301.44 frames. utt_duration=498 frames, utt_pad_proportion=0.06918, over 19935.18 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2978, pruned_loss=0.06045, over 2457381.09 frames. utt_duration=1280 frames, utt_pad_proportion=0.05107, over 7691.05 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2902, pruned_loss=0.06216, over 2474857.81 frames. utt_duration=468.7 frames, utt_pad_proportion=0.06962, over 21189.43 utterances.], batch size: 258, lr: 4.35e-04
2022-08-24 21:07:30,680 INFO [train.py:927] (7/8) Epoch 8, batch 10700, giga_loss[loss=0.2216, simple_loss=0.3117, pruned_loss=0.06578, over 12428.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0375, over 133.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2957, pruned_loss=0.0645, over 2473667.82 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06841, over 19630.26 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2983, pruned_loss=0.06041, over 2457692.47 frames. utt_duration=1280 frames, utt_pad_proportion=0.05029, over 7687.21 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2939, pruned_loss=0.0643, over 2474126.11 frames. utt_duration=475.9 frames, utt_pad_proportion=0.06923, over 20859.69 utterances.], batch size: 133, lr: 4.34e-04
2022-08-24 21:09:14,871 INFO [train.py:927] (7/8) Epoch 8, batch 10750, giga_loss[loss=0.2438, simple_loss=0.327, pruned_loss=0.0803, over 12425.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03806, over 133.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2992, pruned_loss=0.06583, over 2473403.88 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06822, over 19029.36 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2979, pruned_loss=0.06019, over 2458008.27 frames. utt_duration=1283 frames, utt_pad_proportion=0.04923, over 7673.78 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.298, pruned_loss=0.06597, over 2473885.17 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06939, over 20327.30 utterances.], batch size: 133, lr: 4.34e-04
2022-08-24 21:10:57,369 INFO [train.py:927] (7/8) Epoch 8, batch 10800, giga_loss[loss=0.2145, simple_loss=0.3057, pruned_loss=0.06163, over 12196.00 frames. utt_duration=1357 frames, utt_pad_proportion=0.03168, over 36.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3023, pruned_loss=0.06696, over 2472398.16 frames. utt_duration=517.3 frames, utt_pad_proportion=0.07309, over 19171.62 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2979, pruned_loss=0.06019, over 2457976.56 frames. utt_duration=1283 frames, utt_pad_proportion=0.04864, over 7674.78 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3015, pruned_loss=0.06722, over 2473166.17 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07416, over 20469.51 utterances.], batch size: 36, lr: 4.34e-04
2022-08-24 21:12:39,662 INFO [train.py:927] (7/8) Epoch 8, batch 10850, giga_loss[loss=0.2091, simple_loss=0.303, pruned_loss=0.05761, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02912, over 48.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3032, pruned_loss=0.06612, over 2472539.60 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06707, over 17802.33 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2978, pruned_loss=0.06026, over 2458238.33 frames. utt_duration=1285 frames, utt_pad_proportion=0.04759, over 7663.70 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3027, pruned_loss=0.06644, over 2473310.97 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06895, over 19147.18 utterances.], batch size: 48, lr: 4.34e-04
2022-08-24 21:14:25,297 INFO [train.py:927] (7/8) Epoch 8, batch 10900, giga_loss[loss=0.2023, simple_loss=0.2913, pruned_loss=0.05662, over 12359.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3046, pruned_loss=0.06711, over 2473406.77 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06762, over 17966.97 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2979, pruned_loss=0.06033, over 2458255.14 frames. utt_duration=1285 frames, utt_pad_proportion=0.0474, over 7661.38 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3042, pruned_loss=0.06733, over 2474053.90 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06915, over 19060.43 utterances.], batch size: 70, lr: 4.34e-04
2022-08-24 21:16:08,638 INFO [train.py:927] (7/8) Epoch 8, batch 10950, giga_loss[loss=0.2429, simple_loss=0.3089, pruned_loss=0.08848, over 12221.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03286, over 42.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3084, pruned_loss=0.06997, over 2472868.91 frames. utt_duration=561 frames, utt_pad_proportion=0.06793, over 17678.77 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2998, pruned_loss=0.06053, over 2458470.89 frames. utt_duration=1274 frames, utt_pad_proportion=0.05083, over 7728.49 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3065, pruned_loss=0.07019, over 2473589.60 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06823, over 18766.37 utterances.], batch size: 42, lr: 4.34e-04
2022-08-24 21:17:55,567 INFO [train.py:927] (7/8) Epoch 8, batch 11000, giga_loss[loss=0.2274, simple_loss=0.3077, pruned_loss=0.07353, over 12435.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03237, over 75.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3081, pruned_loss=0.07113, over 2473269.50 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06778, over 17885.42 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.3001, pruned_loss=0.06066, over 2458611.94 frames. utt_duration=1276 frames, utt_pad_proportion=0.05045, over 7718.23 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3065, pruned_loss=0.07129, over 2473836.81 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06823, over 18842.26 utterances.], batch size: 75, lr: 4.34e-04
2022-08-24 21:19:38,677 INFO [train.py:927] (7/8) Epoch 8, batch 11050, giga_loss[loss=0.2054, simple_loss=0.2832, pruned_loss=0.06382, over 12411.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03984, over 37.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3068, pruned_loss=0.07066, over 2473620.17 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06707, over 17786.36 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2998, pruned_loss=0.06062, over 2459372.63 frames. utt_duration=1278 frames, utt_pad_proportion=0.04914, over 7708.64 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.306, pruned_loss=0.07121, over 2473909.03 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06818, over 18941.80 utterances.], batch size: 37, lr: 4.34e-04
2022-08-24 21:21:24,229 INFO [train.py:927] (7/8) Epoch 8, batch 11100, giga_loss[loss=0.2072, simple_loss=0.2879, pruned_loss=0.06324, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03456, over 37.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3042, pruned_loss=0.06942, over 2474047.10 frames. utt_duration=526.1 frames, utt_pad_proportion=0.07426, over 18865.55 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2997, pruned_loss=0.06053, over 2459513.36 frames. utt_duration=1279 frames, utt_pad_proportion=0.04816, over 7698.62 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3038, pruned_loss=0.07018, over 2474508.88 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07517, over 20060.97 utterances.], batch size: 37, lr: 4.34e-04
2022-08-24 21:23:10,194 INFO [train.py:927] (7/8) Epoch 8, batch 11150, giga_loss[loss=0.2024, simple_loss=0.2955, pruned_loss=0.05465, over 12362.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03161, over 51.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2997, pruned_loss=0.06719, over 2474209.77 frames. utt_duration=543.1 frames, utt_pad_proportion=0.07253, over 18271.80 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2991, pruned_loss=0.06039, over 2459813.45 frames. utt_duration=1285 frames, utt_pad_proportion=0.04692, over 7667.69 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3, pruned_loss=0.06817, over 2474773.94 frames. utt_duration=506.5 frames, utt_pad_proportion=0.07413, over 19603.59 utterances.], batch size: 51, lr: 4.34e-04
2022-08-24 21:24:54,960 INFO [train.py:927] (7/8) Epoch 8, batch 11200, giga_loss[loss=0.2266, simple_loss=0.3111, pruned_loss=0.07108, over 12438.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04062, over 34.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.296, pruned_loss=0.0659, over 2474207.40 frames. utt_duration=520.9 frames, utt_pad_proportion=0.07444, over 19052.92 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.299, pruned_loss=0.06028, over 2460000.98 frames. utt_duration=1288 frames, utt_pad_proportion=0.04607, over 7649.08 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2963, pruned_loss=0.06692, over 2474804.64 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07607, over 20386.66 utterances.], batch size: 34, lr: 4.34e-04
2022-08-24 21:26:40,355 INFO [train.py:927] (7/8) Epoch 8, batch 11250, giga_loss[loss=0.2085, simple_loss=0.2962, pruned_loss=0.06042, over 12389.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04442, over 146.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2968, pruned_loss=0.06572, over 2474465.43 frames. utt_duration=521.6 frames, utt_pad_proportion=0.07656, over 19031.73 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2996, pruned_loss=0.06029, over 2460811.82 frames. utt_duration=1275 frames, utt_pad_proportion=0.04927, over 7730.64 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2963, pruned_loss=0.06682, over 2474824.78 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07739, over 20578.49 utterances.], batch size: 146, lr: 4.34e-04
2022-08-24 21:28:23,304 INFO [train.py:927] (7/8) Epoch 8, batch 11300, giga_loss[loss=0.1986, simple_loss=0.2793, pruned_loss=0.05893, over 12362.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03151, over 97.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2949, pruned_loss=0.06537, over 2473547.78 frames. utt_duration=549 frames, utt_pad_proportion=0.0706, over 18069.93 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2999, pruned_loss=0.06033, over 2460731.70 frames. utt_duration=1275 frames, utt_pad_proportion=0.0492, over 7727.59 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2943, pruned_loss=0.06628, over 2474087.85 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07184, over 19445.85 utterances.], batch size: 97, lr: 4.34e-04
2022-08-24 21:30:07,899 INFO [train.py:927] (7/8) Epoch 8, batch 11350, giga_loss[loss=0.1867, simple_loss=0.2723, pruned_loss=0.05053, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0357, over 105.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2918, pruned_loss=0.064, over 2473742.93 frames. utt_duration=580.9 frames, utt_pad_proportion=0.06461, over 17076.58 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.3009, pruned_loss=0.06061, over 2460802.05 frames. utt_duration=1275 frames, utt_pad_proportion=0.04907, over 7731.95 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2903, pruned_loss=0.06446, over 2474161.08 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06609, over 18194.21 utterances.], batch size: 105, lr: 4.34e-04
2022-08-24 21:31:52,610 INFO [train.py:927] (7/8) Epoch 8, batch 11400, giga_loss[loss=0.2036, simple_loss=0.2944, pruned_loss=0.05647, over 12371.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05278, over 161.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2884, pruned_loss=0.06278, over 2472782.25 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05972, over 16507.57 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.3004, pruned_loss=0.06043, over 2460694.70 frames. utt_duration=1279 frames, utt_pad_proportion=0.04782, over 7703.62 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2873, pruned_loss=0.06341, over 2473611.90 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06189, over 17717.82 utterances.], batch size: 161, lr: 4.34e-04
2022-08-24 21:33:34,488 INFO [train.py:927] (7/8) Epoch 8, batch 11450, giga_loss[loss=0.1702, simple_loss=0.253, pruned_loss=0.04365, over 12365.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.0287, over 66.00 utterances.], tot_loss[loss=0.204, simple_loss=0.285, pruned_loss=0.06147, over 2473120.58 frames. utt_duration=608.7 frames, utt_pad_proportion=0.06075, over 16291.40 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.3003, pruned_loss=0.06034, over 2460660.63 frames. utt_duration=1280 frames, utt_pad_proportion=0.04718, over 7697.55 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.284, pruned_loss=0.06209, over 2474049.47 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06282, over 17423.43 utterances.], batch size: 66, lr: 4.34e-04
2022-08-24 21:35:25,186 INFO [train.py:927] (7/8) Epoch 8, batch 11500, giga_loss[loss=0.2017, simple_loss=0.2813, pruned_loss=0.06111, over 12419.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03917, over 105.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2825, pruned_loss=0.06052, over 2473943.31 frames. utt_duration=628 frames, utt_pad_proportion=0.05564, over 15796.04 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.3001, pruned_loss=0.06026, over 2461268.11 frames. utt_duration=1285 frames, utt_pad_proportion=0.04615, over 7671.93 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2813, pruned_loss=0.0611, over 2474481.36 frames. utt_duration=585 frames, utt_pad_proportion=0.05819, over 16962.46 utterances.], batch size: 105, lr: 4.34e-04
2022-08-24 21:37:11,319 INFO [train.py:927] (7/8) Epoch 8, batch 11550, giga_loss[loss=0.2146, simple_loss=0.2915, pruned_loss=0.06885, over 12437.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04497, over 31.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2829, pruned_loss=0.06075, over 2473829.76 frames. utt_duration=623.2 frames, utt_pad_proportion=0.05499, over 15917.13 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.3, pruned_loss=0.06017, over 2461376.24 frames. utt_duration=1287 frames, utt_pad_proportion=0.04564, over 7659.89 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2819, pruned_loss=0.06128, over 2474320.87 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05729, over 16954.48 utterances.], batch size: 31, lr: 4.34e-04
2022-08-24 21:38:54,063 INFO [train.py:927] (7/8) Epoch 8, batch 11600, giga_loss[loss=0.2523, simple_loss=0.3223, pruned_loss=0.09119, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02552, over 45.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2872, pruned_loss=0.06319, over 2473266.38 frames. utt_duration=617 frames, utt_pad_proportion=0.05367, over 16074.10 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2996, pruned_loss=0.06003, over 2461633.54 frames. utt_duration=1290 frames, utt_pad_proportion=0.04499, over 7643.54 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2863, pruned_loss=0.06377, over 2473692.25 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05589, over 17101.28 utterances.], batch size: 45, lr: 4.33e-04
2022-08-24 21:40:38,200 INFO [train.py:927] (7/8) Epoch 8, batch 11650, giga_loss[loss=0.2524, simple_loss=0.3348, pruned_loss=0.08501, over 12418.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03696, over 123.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2933, pruned_loss=0.06615, over 2473689.07 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06095, over 16936.37 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2997, pruned_loss=0.06007, over 2461813.23 frames. utt_duration=1279 frames, utt_pad_proportion=0.0484, over 7709.95 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2923, pruned_loss=0.06674, over 2474280.43 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06103, over 18021.71 utterances.], batch size: 123, lr: 4.33e-04
2022-08-24 21:42:23,736 INFO [train.py:927] (7/8) Epoch 8, batch 11700, giga_loss[loss=0.2604, simple_loss=0.3331, pruned_loss=0.09383, over 12344.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02992, over 48.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2987, pruned_loss=0.06848, over 2473748.86 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05981, over 17132.45 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2993, pruned_loss=0.06003, over 2462093.97 frames. utt_duration=1284 frames, utt_pad_proportion=0.04732, over 7681.02 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2981, pruned_loss=0.0692, over 2474296.21 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06051, over 18293.11 utterances.], batch size: 48, lr: 4.33e-04
2022-08-24 21:44:08,759 INFO [train.py:927] (7/8) Epoch 8, batch 11750, giga_loss[loss=0.2065, simple_loss=0.2861, pruned_loss=0.06349, over 12393.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06962, over 211.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3018, pruned_loss=0.06931, over 2474022.97 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06485, over 18177.14 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2996, pruned_loss=0.06023, over 2462111.50 frames. utt_duration=1271 frames, utt_pad_proportion=0.05163, over 7758.62 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.301, pruned_loss=0.06974, over 2474492.28 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06356, over 19059.18 utterances.], batch size: 211, lr: 4.33e-04
2022-08-24 21:45:52,424 INFO [train.py:927] (7/8) Epoch 8, batch 11800, giga_loss[loss=0.2558, simple_loss=0.3271, pruned_loss=0.09224, over 12329.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2052, over 369.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3014, pruned_loss=0.06811, over 2473815.60 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06409, over 17987.65 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.3001, pruned_loss=0.06031, over 2462059.18 frames. utt_duration=1272 frames, utt_pad_proportion=0.05087, over 7749.54 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3004, pruned_loss=0.06852, over 2474455.56 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06343, over 18887.13 utterances.], batch size: 369, lr: 4.33e-04
2022-08-24 21:47:37,941 INFO [train.py:927] (7/8) Epoch 8, batch 11850, giga_loss[loss=0.2441, simple_loss=0.3297, pruned_loss=0.07929, over 12402.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.0348, over 75.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3021, pruned_loss=0.0685, over 2472957.56 frames. utt_duration=536.6 frames, utt_pad_proportion=0.07035, over 18485.82 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.3001, pruned_loss=0.06031, over 2462059.18 frames. utt_duration=1272 frames, utt_pad_proportion=0.05087, over 7749.54 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3014, pruned_loss=0.06882, over 2473455.65 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06962, over 19185.89 utterances.], batch size: 75, lr: 4.33e-04
2022-08-24 21:49:23,206 INFO [train.py:927] (7/8) Epoch 8, batch 11900, giga_loss[loss=0.2019, simple_loss=0.2801, pruned_loss=0.06181, over 12260.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03485, over 28.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3044, pruned_loss=0.0702, over 2473395.01 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06595, over 18429.69 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.3, pruned_loss=0.06044, over 2462342.10 frames. utt_duration=1273 frames, utt_pad_proportion=0.05021, over 7743.54 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3039, pruned_loss=0.0705, over 2473738.40 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06586, over 19174.46 utterances.], batch size: 28, lr: 4.33e-04
2022-08-24 21:51:06,656 INFO [train.py:927] (7/8) Epoch 8, batch 11950, giga_loss[loss=0.2402, simple_loss=0.3227, pruned_loss=0.07883, over 12370.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07516, over 212.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3065, pruned_loss=0.07196, over 2472976.76 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06079, over 17957.56 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.3011, pruned_loss=0.06119, over 2462324.51 frames. utt_duration=1274 frames, utt_pad_proportion=0.04963, over 7742.41 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3051, pruned_loss=0.07163, over 2473402.41 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06119, over 18687.85 utterances.], batch size: 212, lr: 4.33e-04
2022-08-24 21:52:49,679 INFO [train.py:927] (7/8) Epoch 8, batch 12000, giga_loss[loss=0.2344, simple_loss=0.3169, pruned_loss=0.07593, over 12459.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03448, over 43.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3076, pruned_loss=0.07206, over 2473153.85 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05953, over 17173.03 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.3011, pruned_loss=0.06101, over 2462534.91 frames. utt_duration=1278 frames, utt_pad_proportion=0.04873, over 7715.19 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3067, pruned_loss=0.07222, over 2473519.00 frames. utt_duration=551 frames, utt_pad_proportion=0.06037, over 18004.98 utterances.], batch size: 43, lr: 4.33e-04
2022-08-24 21:52:49,680 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 21:53:04,024 INFO [train.py:967] (7/8) 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 21:54:47,169 INFO [train.py:927] (7/8) Epoch 8, batch 12050, giga_loss[loss=0.2314, simple_loss=0.3142, pruned_loss=0.07432, over 12360.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.0291, over 70.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3077, pruned_loss=0.07144, over 2472128.16 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06048, over 16581.91 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.3001, pruned_loss=0.06068, over 2462292.27 frames. utt_duration=1288 frames, utt_pad_proportion=0.04732, over 7654.13 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3081, pruned_loss=0.07228, over 2473085.36 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06187, over 17688.17 utterances.], batch size: 70, lr: 4.33e-04
2022-08-24 21:56:28,732 INFO [train.py:927] (7/8) Epoch 8, batch 12100, giga_loss[loss=0.225, simple_loss=0.2988, pruned_loss=0.07565, over 12259.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02603, over 45.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3068, pruned_loss=0.07123, over 2471940.41 frames. utt_duration=637.9 frames, utt_pad_proportion=0.05653, over 15536.17 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2999, pruned_loss=0.06098, over 2462718.40 frames. utt_duration=1290 frames, utt_pad_proportion=0.04667, over 7642.45 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3076, pruned_loss=0.07209, over 2472745.17 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05846, over 16786.35 utterances.], batch size: 45, lr: 4.33e-04
2022-08-24 21:58:13,030 INFO [train.py:927] (7/8) Epoch 8, batch 12150, giga_loss[loss=0.2217, simple_loss=0.3027, pruned_loss=0.0703, over 12406.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02788, over 62.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3066, pruned_loss=0.07175, over 2472126.14 frames. utt_duration=663.6 frames, utt_pad_proportion=0.05584, over 14934.21 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.3, pruned_loss=0.06125, over 2463305.55 frames. utt_duration=1294 frames, utt_pad_proportion=0.04565, over 7622.31 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3074, pruned_loss=0.07248, over 2472462.78 frames. utt_duration=613.5 frames, utt_pad_proportion=0.05805, over 16159.65 utterances.], batch size: 62, lr: 4.33e-04
2022-08-24 21:59:53,204 INFO [train.py:927] (7/8) Epoch 8, batch 12200, libri_loss[loss=0.196, simple_loss=0.293, pruned_loss=0.04955, over 12345.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006012, over 33.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3074, pruned_loss=0.07249, over 2472512.82 frames. utt_duration=650.3 frames, utt_pad_proportion=0.05681, over 15243.61 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2999, pruned_loss=0.06132, over 2463808.71 frames. utt_duration=1297 frames, utt_pad_proportion=0.04451, over 7604.75 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3083, pruned_loss=0.07337, over 2472607.69 frames. utt_duration=601.3 frames, utt_pad_proportion=0.05909, over 16490.20 utterances.], batch size: 33, lr: 4.33e-04
2022-08-24 22:01:38,278 INFO [train.py:927] (7/8) Epoch 8, batch 12250, giga_loss[loss=0.2209, simple_loss=0.3107, pruned_loss=0.06559, over 12455.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03728, over 123.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3069, pruned_loss=0.07179, over 2472778.03 frames. utt_duration=649.9 frames, utt_pad_proportion=0.05874, over 15255.17 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2998, pruned_loss=0.06146, over 2464082.63 frames. utt_duration=1299 frames, utt_pad_proportion=0.04383, over 7593.80 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3079, pruned_loss=0.07259, over 2472813.03 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06085, over 16430.55 utterances.], batch size: 123, lr: 4.33e-04
2022-08-24 22:03:20,220 INFO [train.py:927] (7/8) Epoch 8, batch 12300, giga_loss[loss=0.2062, simple_loss=0.2934, pruned_loss=0.05944, over 12416.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04379, over 26.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3069, pruned_loss=0.07176, over 2472113.41 frames. utt_duration=646.9 frames, utt_pad_proportion=0.05803, over 15321.47 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2999, pruned_loss=0.06162, over 2463895.15 frames. utt_duration=1298 frames, utt_pad_proportion=0.0436, over 7599.73 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3077, pruned_loss=0.07243, over 2472463.24 frames. utt_duration=605.1 frames, utt_pad_proportion=0.05997, over 16384.08 utterances.], batch size: 26, lr: 4.33e-04
2022-08-24 22:05:05,436 INFO [train.py:927] (7/8) Epoch 8, batch 12350, giga_loss[loss=0.2241, simple_loss=0.2996, pruned_loss=0.07425, over 12170.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03363, over 39.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3049, pruned_loss=0.07121, over 2471569.23 frames. utt_duration=646.2 frames, utt_pad_proportion=0.05941, over 15335.26 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.3001, pruned_loss=0.06159, over 2463797.61 frames. utt_duration=1300 frames, utt_pad_proportion=0.04329, over 7587.77 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3054, pruned_loss=0.07186, over 2472005.30 frames. utt_duration=609.9 frames, utt_pad_proportion=0.06108, over 16253.25 utterances.], batch size: 39, lr: 4.33e-04
2022-08-24 22:06:46,159 INFO [train.py:927] (7/8) Epoch 8, batch 12400, giga_loss[loss=0.2026, simple_loss=0.2863, pruned_loss=0.05944, over 12355.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02924, over 66.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3044, pruned_loss=0.07136, over 2471714.94 frames. utt_duration=628.1 frames, utt_pad_proportion=0.0619, over 15778.57 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3006, pruned_loss=0.06213, over 2463889.10 frames. utt_duration=1290 frames, utt_pad_proportion=0.04692, over 7651.68 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3044, pruned_loss=0.07169, over 2472213.48 frames. utt_duration=593.2 frames, utt_pad_proportion=0.06178, over 16713.48 utterances.], batch size: 66, lr: 4.33e-04
2022-08-24 22:08:29,882 INFO [train.py:927] (7/8) Epoch 8, batch 12450, giga_loss[loss=0.2209, simple_loss=0.2993, pruned_loss=0.07122, over 12337.00 frames. utt_duration=1335 frames, utt_pad_proportion=0.04289, over 37.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3006, pruned_loss=0.06962, over 2471769.19 frames. utt_duration=626.4 frames, utt_pad_proportion=0.05876, over 15820.38 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3008, pruned_loss=0.06243, over 2464149.47 frames. utt_duration=1279 frames, utt_pad_proportion=0.05064, over 7717.15 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3006, pruned_loss=0.06974, over 2472038.51 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05757, over 16611.72 utterances.], batch size: 37, lr: 4.33e-04
2022-08-24 22:10:14,656 INFO [train.py:927] (7/8) Epoch 8, batch 12500, giga_loss[loss=0.1973, simple_loss=0.2749, pruned_loss=0.05984, over 12138.00 frames. utt_duration=1620 frames, utt_pad_proportion=0.03575, over 30.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2976, pruned_loss=0.06858, over 2471662.80 frames. utt_duration=619.2 frames, utt_pad_proportion=0.05919, over 16005.30 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3009, pruned_loss=0.06259, over 2464252.72 frames. utt_duration=1278 frames, utt_pad_proportion=0.05056, over 7724.57 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2974, pruned_loss=0.06855, over 2471816.93 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05829, over 16652.70 utterances.], batch size: 30, lr: 4.32e-04
2022-08-24 22:11:57,852 INFO [train.py:927] (7/8) Epoch 8, batch 12550, giga_loss[loss=0.2345, simple_loss=0.3202, pruned_loss=0.07435, over 12368.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05022, over 161.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2965, pruned_loss=0.06775, over 2472232.58 frames. utt_duration=611.9 frames, utt_pad_proportion=0.0587, over 16201.31 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3006, pruned_loss=0.06254, over 2464116.93 frames. utt_duration=1281 frames, utt_pad_proportion=0.05004, over 7702.82 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2965, pruned_loss=0.06785, over 2472570.12 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05829, over 16839.70 utterances.], batch size: 161, lr: 4.32e-04
2022-08-24 22:13:41,221 INFO [train.py:927] (7/8) Epoch 8, batch 12600, libri_loss[loss=0.2244, simple_loss=0.2954, pruned_loss=0.07663, over 12447.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006657, over 32.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2967, pruned_loss=0.0671, over 2472230.72 frames. utt_duration=612.6 frames, utt_pad_proportion=0.05767, over 16180.72 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3003, pruned_loss=0.06263, over 2463764.69 frames. utt_duration=1288 frames, utt_pad_proportion=0.04922, over 7663.17 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.297, pruned_loss=0.06722, over 2473089.25 frames. utt_duration=583.8 frames, utt_pad_proportion=0.05784, over 16987.90 utterances.], batch size: 32, lr: 4.32e-04
2022-08-24 22:15:22,217 INFO [train.py:927] (7/8) Epoch 8, batch 12650, libri_loss[loss=0.3067, simple_loss=0.3712, pruned_loss=0.1211, over 12264.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008841, over 37.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2975, pruned_loss=0.06703, over 2472172.18 frames. utt_duration=595.1 frames, utt_pad_proportion=0.05932, over 16657.66 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3002, pruned_loss=0.063, over 2463687.65 frames. utt_duration=1292 frames, utt_pad_proportion=0.04847, over 7635.40 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2976, pruned_loss=0.0669, over 2473215.08 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05976, over 17602.51 utterances.], batch size: 37, lr: 4.32e-04
2022-08-24 22:17:01,977 INFO [train.py:927] (7/8) Epoch 8, batch 12700, libri_loss[loss=0.2256, simple_loss=0.3108, pruned_loss=0.07016, over 12381.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.0375, over 46.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2967, pruned_loss=0.06612, over 2472344.69 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05983, over 17189.54 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3003, pruned_loss=0.06323, over 2463580.52 frames. utt_duration=1293 frames, utt_pad_proportion=0.04783, over 7632.82 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2967, pruned_loss=0.06589, over 2473394.12 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06046, over 18099.73 utterances.], batch size: 46, lr: 4.32e-04
2022-08-24 22:18:44,149 INFO [train.py:927] (7/8) Epoch 8, batch 12750, giga_loss[loss=0.2107, simple_loss=0.2988, pruned_loss=0.06131, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02717, over 48.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2965, pruned_loss=0.06575, over 2472349.56 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05533, over 16678.25 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3001, pruned_loss=0.06333, over 2463390.19 frames. utt_duration=1297 frames, utt_pad_proportion=0.04658, over 7606.98 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2965, pruned_loss=0.06557, over 2473657.17 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05668, over 17725.18 utterances.], batch size: 48, lr: 4.32e-04
2022-08-24 22:20:23,836 INFO [train.py:927] (7/8) Epoch 8, batch 12800, giga_loss[loss=0.2227, simple_loss=0.3079, pruned_loss=0.06873, over 12349.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02966, over 91.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2976, pruned_loss=0.06619, over 2472601.77 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06032, over 16737.34 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3001, pruned_loss=0.06341, over 2463155.90 frames. utt_duration=1298 frames, utt_pad_proportion=0.04602, over 7601.03 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2976, pruned_loss=0.06604, over 2474072.21 frames. utt_duration=557.8 frames, utt_pad_proportion=0.0615, over 17790.09 utterances.], batch size: 91, lr: 4.32e-04
2022-08-24 22:22:05,792 INFO [train.py:927] (7/8) Epoch 8, batch 12850, giga_loss[loss=0.2485, simple_loss=0.3141, pruned_loss=0.09144, over 12432.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03269, over 40.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2995, pruned_loss=0.06685, over 2473572.36 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05953, over 16714.01 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3002, pruned_loss=0.06365, over 2463588.61 frames. utt_duration=1298 frames, utt_pad_proportion=0.04544, over 7599.00 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2994, pruned_loss=0.06656, over 2474511.64 frames. utt_duration=560 frames, utt_pad_proportion=0.06086, over 17722.54 utterances.], batch size: 40, lr: 4.32e-04
2022-08-24 22:23:51,695 INFO [train.py:927] (7/8) Epoch 8, batch 12900, giga_loss[loss=0.2345, simple_loss=0.3147, pruned_loss=0.07717, over 12368.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.0527, over 161.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2996, pruned_loss=0.0668, over 2473655.77 frames. utt_duration=614.7 frames, utt_pad_proportion=0.05669, over 16136.04 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3003, pruned_loss=0.06382, over 2463660.67 frames. utt_duration=1299 frames, utt_pad_proportion=0.04527, over 7595.00 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2994, pruned_loss=0.06644, over 2474371.09 frames. utt_duration=584.8 frames, utt_pad_proportion=0.058, over 16968.65 utterances.], batch size: 161, lr: 4.32e-04
2022-08-24 22:25:33,702 INFO [train.py:927] (7/8) Epoch 8, batch 12950, giga_loss[loss=0.2097, simple_loss=0.2971, pruned_loss=0.06115, over 12438.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.0323, over 75.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2984, pruned_loss=0.06647, over 2473383.07 frames. utt_duration=628.7 frames, utt_pad_proportion=0.05273, over 15773.34 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3002, pruned_loss=0.06391, over 2463658.55 frames. utt_duration=1302 frames, utt_pad_proportion=0.04498, over 7576.19 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2983, pruned_loss=0.06614, over 2474073.52 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05413, over 16550.07 utterances.], batch size: 75, lr: 4.32e-04
2022-08-24 22:27:14,708 INFO [train.py:927] (7/8) Epoch 8, batch 13000, giga_loss[loss=0.2136, simple_loss=0.304, pruned_loss=0.06161, over 12454.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03119, over 75.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2965, pruned_loss=0.06555, over 2473706.55 frames. utt_duration=615.6 frames, utt_pad_proportion=0.0535, over 16112.70 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3002, pruned_loss=0.06406, over 2463495.07 frames. utt_duration=1300 frames, utt_pad_proportion=0.04524, over 7589.35 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2964, pruned_loss=0.06522, over 2474579.67 frames. utt_duration=588.1 frames, utt_pad_proportion=0.05458, over 16873.82 utterances.], batch size: 75, lr: 4.32e-04
2022-08-24 22:28:55,590 INFO [train.py:927] (7/8) Epoch 8, batch 13050, giga_loss[loss=0.1981, simple_loss=0.2995, pruned_loss=0.04835, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04159, over 146.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2977, pruned_loss=0.06524, over 2473554.58 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05754, over 17336.64 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3002, pruned_loss=0.06405, over 2463377.59 frames. utt_duration=1301 frames, utt_pad_proportion=0.04511, over 7580.40 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2977, pruned_loss=0.06499, over 2474374.92 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05826, over 17975.94 utterances.], batch size: 146, lr: 4.32e-04
2022-08-24 22:30:36,775 INFO [train.py:927] (7/8) Epoch 8, batch 13100, giga_loss[loss=0.2966, simple_loss=0.3503, pruned_loss=0.1214, over 12391.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2981, pruned_loss=0.06595, over 2474334.48 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05519, over 17452.73 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3005, pruned_loss=0.06425, over 2463523.81 frames. utt_duration=1301 frames, utt_pad_proportion=0.0447, over 7580.66 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2978, pruned_loss=0.0656, over 2474986.90 frames. utt_duration=549 frames, utt_pad_proportion=0.05604, over 18081.93 utterances.], batch size: 257, lr: 4.32e-04
2022-08-24 22:32:18,786 INFO [train.py:927] (7/8) Epoch 8, batch 13150, giga_loss[loss=0.2271, simple_loss=0.306, pruned_loss=0.07413, over 12389.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06353, over 183.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2975, pruned_loss=0.06768, over 2474791.83 frames. utt_duration=573.9 frames, utt_pad_proportion=0.05584, over 17293.25 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3006, pruned_loss=0.0645, over 2463697.62 frames. utt_duration=1307 frames, utt_pad_proportion=0.04393, over 7549.64 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2971, pruned_loss=0.06724, over 2475442.52 frames. utt_duration=549.4 frames, utt_pad_proportion=0.05685, over 18070.94 utterances.], batch size: 183, lr: 4.32e-04
2022-08-24 22:33:59,422 INFO [train.py:927] (7/8) Epoch 8, batch 13200, giga_loss[loss=0.1816, simple_loss=0.2642, pruned_loss=0.04947, over 12381.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.03612, over 80.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2946, pruned_loss=0.06664, over 2474463.88 frames. utt_duration=573.9 frames, utt_pad_proportion=0.05628, over 17290.48 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3, pruned_loss=0.06431, over 2463435.04 frames. utt_duration=1312 frames, utt_pad_proportion=0.04347, over 7518.83 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2947, pruned_loss=0.06652, over 2475416.75 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05728, over 18110.12 utterances.], batch size: 80, lr: 4.32e-04
2022-08-24 22:35:39,488 INFO [train.py:927] (7/8) Epoch 8, batch 13250, libri_loss[loss=0.2108, simple_loss=0.289, pruned_loss=0.0663, over 12387.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006908, over 31.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2925, pruned_loss=0.06578, over 2474452.70 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05556, over 17210.77 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3, pruned_loss=0.06476, over 2463405.94 frames. utt_duration=1320 frames, utt_pad_proportion=0.04189, over 7471.82 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2923, pruned_loss=0.06538, over 2475764.24 frames. utt_duration=540.9 frames, utt_pad_proportion=0.0572, over 18359.46 utterances.], batch size: 31, lr: 4.32e-04
2022-08-24 22:37:21,418 INFO [train.py:927] (7/8) Epoch 8, batch 13300, giga_loss[loss=0.1764, simple_loss=0.2558, pruned_loss=0.04848, over 12351.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03269, over 51.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2889, pruned_loss=0.06467, over 2474630.79 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05829, over 17078.69 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2999, pruned_loss=0.06518, over 2463610.49 frames. utt_duration=1324 frames, utt_pad_proportion=0.04096, over 7451.95 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2886, pruned_loss=0.06398, over 2475812.24 frames. utt_duration=543.4 frames, utt_pad_proportion=0.05993, over 18275.70 utterances.], batch size: 51, lr: 4.32e-04
2022-08-24 22:39:03,434 INFO [train.py:927] (7/8) Epoch 8, batch 13350, giga_loss[loss=0.2131, simple_loss=0.2955, pruned_loss=0.06533, over 12407.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.02406, over 66.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2908, pruned_loss=0.06478, over 2474435.09 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05534, over 17133.57 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3006, pruned_loss=0.06532, over 2463832.54 frames. utt_duration=1327 frames, utt_pad_proportion=0.04064, over 7432.31 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2898, pruned_loss=0.06409, over 2475306.35 frames. utt_duration=544.3 frames, utt_pad_proportion=0.05699, over 18241.19 utterances.], batch size: 66, lr: 4.32e-04
2022-08-24 22:40:45,924 INFO [train.py:927] (7/8) Epoch 8, batch 13400, giga_loss[loss=0.2184, simple_loss=0.3037, pruned_loss=0.06658, over 12363.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03638, over 122.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2953, pruned_loss=0.06656, over 2474645.69 frames. utt_duration=551 frames, utt_pad_proportion=0.05906, over 18012.47 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3014, pruned_loss=0.06576, over 2464145.92 frames. utt_duration=1318 frames, utt_pad_proportion=0.04191, over 7484.41 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2936, pruned_loss=0.06564, over 2475252.85 frames. utt_duration=522.2 frames, utt_pad_proportion=0.05982, over 19015.12 utterances.], batch size: 122, lr: 4.32e-04
2022-08-24 22:42:29,456 INFO [train.py:927] (7/8) Epoch 8, batch 13450, giga_loss[loss=0.1966, simple_loss=0.2842, pruned_loss=0.05447, over 12388.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.0444, over 26.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2971, pruned_loss=0.06766, over 2474622.67 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05884, over 17540.95 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3012, pruned_loss=0.06587, over 2464229.99 frames. utt_duration=1318 frames, utt_pad_proportion=0.04148, over 7485.59 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2958, pruned_loss=0.06683, over 2475438.55 frames. utt_duration=530.3 frames, utt_pad_proportion=0.05988, over 18723.84 utterances.], batch size: 26, lr: 4.31e-04
2022-08-24 22:44:24,221 INFO [train.py:927] (7/8) Epoch 8, batch 13500, giga_loss[loss=0.2522, simple_loss=0.3397, pruned_loss=0.08238, over 12383.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.03024, over 58.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3029, pruned_loss=0.07161, over 2474948.02 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06034, over 17790.88 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3015, pruned_loss=0.06621, over 2464470.59 frames. utt_duration=1314 frames, utt_pad_proportion=0.04174, over 7510.47 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3015, pruned_loss=0.07073, over 2475570.72 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06115, over 18893.58 utterances.], batch size: 58, lr: 4.31e-04
2022-08-24 22:46:08,021 INFO [train.py:927] (7/8) Epoch 8, batch 13550, giga_loss[loss=0.2516, simple_loss=0.3216, pruned_loss=0.0908, over 12212.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03302, over 42.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.31, pruned_loss=0.07669, over 2474939.16 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06136, over 18260.77 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3019, pruned_loss=0.06657, over 2464727.28 frames. utt_duration=1316 frames, utt_pad_proportion=0.04108, over 7502.29 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3087, pruned_loss=0.07583, over 2475393.89 frames. utt_duration=513.3 frames, utt_pad_proportion=0.0623, over 19346.38 utterances.], batch size: 42, lr: 4.31e-04
2022-08-24 22:47:52,004 INFO [train.py:927] (7/8) Epoch 8, batch 13600, libri_loss[loss=0.2116, simple_loss=0.285, pruned_loss=0.06916, over 12234.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005725, over 31.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3174, pruned_loss=0.08219, over 2474574.97 frames. utt_duration=542 frames, utt_pad_proportion=0.05911, over 18311.32 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3019, pruned_loss=0.06709, over 2464785.75 frames. utt_duration=1319 frames, utt_pad_proportion=0.04043, over 7485.57 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3168, pruned_loss=0.08149, over 2475250.17 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06045, over 19595.25 utterances.], batch size: 31, lr: 4.31e-04
2022-08-24 22:49:35,387 INFO [train.py:927] (7/8) Epoch 8, batch 13650, giga_loss[loss=0.2141, simple_loss=0.2992, pruned_loss=0.06448, over 12260.00 frames. utt_duration=1023 frames, utt_pad_proportion=0.03491, over 48.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.32, pruned_loss=0.08446, over 2473684.37 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06429, over 18300.07 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3023, pruned_loss=0.06768, over 2465064.34 frames. utt_duration=1319 frames, utt_pad_proportion=0.03963, over 7486.84 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3196, pruned_loss=0.08381, over 2474234.31 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06559, over 19633.61 utterances.], batch size: 48, lr: 4.31e-04
2022-08-24 22:51:23,067 INFO [train.py:927] (7/8) Epoch 8, batch 13700, giga_loss[loss=0.2629, simple_loss=0.3395, pruned_loss=0.09314, over 12282.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.0371, over 51.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3242, pruned_loss=0.08882, over 2474141.95 frames. utt_duration=512 frames, utt_pad_proportion=0.07158, over 19383.90 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3023, pruned_loss=0.06796, over 2465196.95 frames. utt_duration=1321 frames, utt_pad_proportion=0.03885, over 7474.18 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3246, pruned_loss=0.0887, over 2474804.62 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07265, over 20872.96 utterances.], batch size: 51, lr: 4.31e-04
2022-08-24 22:53:14,595 INFO [train.py:927] (7/8) Epoch 8, batch 13750, giga_loss[loss=0.2553, simple_loss=0.3259, pruned_loss=0.0924, over 12448.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03597, over 86.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3311, pruned_loss=0.09496, over 2474285.57 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07789, over 20706.70 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3027, pruned_loss=0.0684, over 2465296.29 frames. utt_duration=1306 frames, utt_pad_proportion=0.04316, over 7561.03 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3314, pruned_loss=0.09482, over 2474839.68 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07732, over 21981.03 utterances.], batch size: 86, lr: 4.31e-04
2022-08-24 22:54:58,712 INFO [train.py:927] (7/8) Epoch 8, batch 13800, giga_loss[loss=0.3499, simple_loss=0.39, pruned_loss=0.1549, over 12366.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.1122, over 260.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3323, pruned_loss=0.09712, over 2473787.18 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08719, over 21974.73 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3026, pruned_loss=0.06843, over 2465122.46 frames. utt_duration=1309 frames, utt_pad_proportion=0.04273, over 7541.67 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3331, pruned_loss=0.09731, over 2474486.65 frames. utt_duration=428.7 frames, utt_pad_proportion=0.08655, over 23166.57 utterances.], batch size: 260, lr: 4.31e-04
2022-08-24 22:56:43,692 INFO [train.py:927] (7/8) Epoch 8, batch 13850, giga_loss[loss=0.2351, simple_loss=0.3095, pruned_loss=0.08029, over 12233.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03103, over 42.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3326, pruned_loss=0.09593, over 2472804.99 frames. utt_duration=461 frames, utt_pad_proportion=0.08742, over 21524.22 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3034, pruned_loss=0.06883, over 2465170.50 frames. utt_duration=1297 frames, utt_pad_proportion=0.04668, over 7609.74 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3333, pruned_loss=0.09659, over 2473568.47 frames. utt_duration=434.3 frames, utt_pad_proportion=0.08627, over 22860.49 utterances.], batch size: 42, lr: 4.31e-04
2022-08-24 22:58:31,555 INFO [train.py:927] (7/8) Epoch 8, batch 13900, giga_loss[loss=0.2146, simple_loss=0.3029, pruned_loss=0.06317, over 12293.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.03463, over 51.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3333, pruned_loss=0.09625, over 2473065.35 frames. utt_duration=434.9 frames, utt_pad_proportion=0.09041, over 22823.83 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3031, pruned_loss=0.06889, over 2464823.76 frames. utt_duration=1300 frames, utt_pad_proportion=0.04601, over 7593.57 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3347, pruned_loss=0.0972, over 2474126.26 frames. utt_duration=411.2 frames, utt_pad_proportion=0.08975, over 24150.68 utterances.], batch size: 51, lr: 4.31e-04
2022-08-24 23:00:17,401 INFO [train.py:927] (7/8) Epoch 8, batch 13950, giga_loss[loss=0.2862, simple_loss=0.3441, pruned_loss=0.1141, over 12395.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1035, over 258.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3316, pruned_loss=0.09357, over 2473568.56 frames. utt_duration=446.2 frames, utt_pad_proportion=0.08407, over 22249.15 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3034, pruned_loss=0.06933, over 2465005.72 frames. utt_duration=1300 frames, utt_pad_proportion=0.04522, over 7593.73 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3331, pruned_loss=0.09449, over 2474450.09 frames. utt_duration=420 frames, utt_pad_proportion=0.08439, over 23647.41 utterances.], batch size: 258, lr: 4.31e-04
2022-08-24 23:02:01,934 INFO [train.py:927] (7/8) Epoch 8, batch 14000, libri_loss[loss=0.2725, simple_loss=0.3429, pruned_loss=0.1011, over 12397.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02508, over 43.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3296, pruned_loss=0.09166, over 2473699.36 frames. utt_duration=443.1 frames, utt_pad_proportion=0.08099, over 22403.74 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3037, pruned_loss=0.06964, over 2465050.47 frames. utt_duration=1300 frames, utt_pad_proportion=0.04457, over 7591.94 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.331, pruned_loss=0.09251, over 2474483.29 frames. utt_duration=417.7 frames, utt_pad_proportion=0.0818, over 23781.51 utterances.], batch size: 43, lr: 4.31e-04
2022-08-24 23:03:45,669 INFO [train.py:927] (7/8) Epoch 8, batch 14050, giga_loss[loss=0.2369, simple_loss=0.3151, pruned_loss=0.07932, over 12353.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0305, over 85.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3277, pruned_loss=0.09006, over 2474112.89 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07468, over 21421.29 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.304, pruned_loss=0.06993, over 2465493.20 frames. utt_duration=1293 frames, utt_pad_proportion=0.04477, over 7637.48 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.329, pruned_loss=0.09094, over 2474550.57 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07595, over 22790.47 utterances.], batch size: 85, lr: 4.31e-04
2022-08-24 23:05:41,139 INFO [train.py:927] (7/8) Epoch 8, batch 14100, giga_loss[loss=0.2306, simple_loss=0.308, pruned_loss=0.07663, over 12396.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04051, over 133.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.327, pruned_loss=0.08895, over 2474325.51 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07145, over 20846.13 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3042, pruned_loss=0.07008, over 2465695.45 frames. utt_duration=1296 frames, utt_pad_proportion=0.04432, over 7620.92 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3282, pruned_loss=0.08986, over 2474631.17 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07296, over 22197.45 utterances.], batch size: 133, lr: 4.31e-04
2022-08-24 23:07:29,425 INFO [train.py:927] (7/8) Epoch 8, batch 14150, giga_loss[loss=0.2987, simple_loss=0.3462, pruned_loss=0.1256, over 12408.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3281, pruned_loss=0.08726, over 2474679.23 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06687, over 20281.19 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3043, pruned_loss=0.07017, over 2465702.74 frames. utt_duration=1294 frames, utt_pad_proportion=0.04432, over 7629.64 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3293, pruned_loss=0.08806, over 2474993.68 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06843, over 21443.64 utterances.], batch size: 258, lr: 4.31e-04
2022-08-24 23:09:16,569 INFO [train.py:927] (7/8) Epoch 8, batch 14200, giga_loss[loss=0.2335, simple_loss=0.3169, pruned_loss=0.07503, over 12430.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03922, over 123.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3273, pruned_loss=0.08713, over 2474956.43 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06556, over 19979.48 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3041, pruned_loss=0.07023, over 2465827.47 frames. utt_duration=1297 frames, utt_pad_proportion=0.04354, over 7612.08 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3289, pruned_loss=0.08808, over 2475295.60 frames. utt_duration=468.4 frames, utt_pad_proportion=0.06733, over 21205.21 utterances.], batch size: 123, lr: 4.31e-04
2022-08-24 23:11:05,275 INFO [train.py:927] (7/8) Epoch 8, batch 14250, giga_loss[loss=0.2638, simple_loss=0.3291, pruned_loss=0.09932, over 12372.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05015, over 161.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3243, pruned_loss=0.08603, over 2474816.05 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06568, over 19715.12 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3038, pruned_loss=0.07031, over 2465842.08 frames. utt_duration=1302 frames, utt_pad_proportion=0.04294, over 7584.07 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3262, pruned_loss=0.08701, over 2475218.45 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06741, over 20929.81 utterances.], batch size: 161, lr: 4.31e-04
2022-08-24 23:12:52,697 INFO [train.py:927] (7/8) Epoch 8, batch 14300, libri_loss[loss=0.2535, simple_loss=0.317, pruned_loss=0.09495, over 12385.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007804, over 31.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3227, pruned_loss=0.08553, over 2474689.77 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06997, over 19910.10 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3039, pruned_loss=0.07069, over 2466384.90 frames. utt_duration=1305 frames, utt_pad_proportion=0.04173, over 7566.33 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3251, pruned_loss=0.08675, over 2474953.51 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07193, over 21525.15 utterances.], batch size: 31, lr: 4.31e-04
2022-08-24 23:14:40,827 INFO [train.py:927] (7/8) Epoch 8, batch 14350, libri_loss[loss=0.2222, simple_loss=0.3031, pruned_loss=0.07066, over 12268.00 frames. utt_duration=963.5 frames, utt_pad_proportion=0.06815, over 51.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3223, pruned_loss=0.08429, over 2474565.95 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07489, over 19803.14 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3043, pruned_loss=0.0709, over 2466448.52 frames. utt_duration=1299 frames, utt_pad_proportion=0.04251, over 7603.58 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3241, pruned_loss=0.08527, over 2474831.70 frames. utt_duration=468 frames, utt_pad_proportion=0.07612, over 21219.10 utterances.], batch size: 51, lr: 4.30e-04
2022-08-24 23:16:27,327 INFO [train.py:927] (7/8) Epoch 8, batch 14400, giga_loss[loss=0.2404, simple_loss=0.3072, pruned_loss=0.08677, over 12296.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02812, over 45.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3211, pruned_loss=0.08409, over 2474187.90 frames. utt_duration=512.7 frames, utt_pad_proportion=0.07323, over 19356.98 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.305, pruned_loss=0.07147, over 2466539.06 frames. utt_duration=1283 frames, utt_pad_proportion=0.04754, over 7699.58 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3224, pruned_loss=0.08468, over 2474528.59 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07315, over 20733.99 utterances.], batch size: 45, lr: 4.30e-04
2022-08-24 23:18:11,916 INFO [train.py:927] (7/8) Epoch 8, batch 14450, giga_loss[loss=0.3376, simple_loss=0.3829, pruned_loss=0.1462, over 12407.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1097, over 260.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3206, pruned_loss=0.08452, over 2474013.08 frames. utt_duration=515.7 frames, utt_pad_proportion=0.07484, over 19244.73 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3056, pruned_loss=0.0721, over 2466285.58 frames. utt_duration=1256 frames, utt_pad_proportion=0.05667, over 7863.65 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3216, pruned_loss=0.08482, over 2474769.45 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07187, over 20566.08 utterances.], batch size: 260, lr: 4.30e-04
2022-08-24 23:19:58,226 INFO [train.py:927] (7/8) Epoch 8, batch 14500, giga_loss[loss=0.2907, simple_loss=0.3503, pruned_loss=0.1156, over 12417.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06216, over 183.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3181, pruned_loss=0.08378, over 2473914.84 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06868, over 18902.97 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3056, pruned_loss=0.07236, over 2466321.49 frames. utt_duration=1259 frames, utt_pad_proportion=0.05582, over 7842.50 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3191, pruned_loss=0.08401, over 2474625.47 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06701, over 20161.36 utterances.], batch size: 183, lr: 4.30e-04
2022-08-24 23:21:44,635 INFO [train.py:927] (7/8) Epoch 8, batch 14550, giga_loss[loss=0.2832, simple_loss=0.3535, pruned_loss=0.1065, over 12432.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05412, over 162.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3177, pruned_loss=0.08411, over 2473926.97 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07341, over 20022.85 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3056, pruned_loss=0.07246, over 2466123.13 frames. utt_duration=1262 frames, utt_pad_proportion=0.05499, over 7824.73 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3187, pruned_loss=0.0844, over 2474796.91 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07228, over 21236.57 utterances.], batch size: 162, lr: 4.30e-04
2022-08-24 23:23:32,124 INFO [train.py:927] (7/8) Epoch 8, batch 14600, giga_loss[loss=0.2346, simple_loss=0.3081, pruned_loss=0.08053, over 12460.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03594, over 40.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3173, pruned_loss=0.08303, over 2474205.56 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06987, over 19774.50 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3055, pruned_loss=0.07248, over 2466072.96 frames. utt_duration=1264 frames, utt_pad_proportion=0.05461, over 7810.50 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3183, pruned_loss=0.08334, over 2474993.65 frames. utt_duration=476.5 frames, utt_pad_proportion=0.0693, over 20837.24 utterances.], batch size: 40, lr: 4.30e-04
2022-08-24 23:25:16,632 INFO [train.py:927] (7/8) Epoch 8, batch 14650, giga_loss[loss=0.234, simple_loss=0.31, pruned_loss=0.07906, over 12395.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04252, over 31.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3174, pruned_loss=0.0831, over 2474777.57 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07136, over 19939.18 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3055, pruned_loss=0.07261, over 2466496.02 frames. utt_duration=1259 frames, utt_pad_proportion=0.05501, over 7842.94 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3185, pruned_loss=0.08351, over 2475254.00 frames. utt_duration=471 frames, utt_pad_proportion=0.07082, over 21083.43 utterances.], batch size: 31, lr: 4.30e-04
2022-08-24 23:27:05,340 INFO [train.py:927] (7/8) Epoch 8, batch 14700, giga_loss[loss=0.249, simple_loss=0.3254, pruned_loss=0.08628, over 12405.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03309, over 80.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3214, pruned_loss=0.08689, over 2475170.52 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07246, over 21073.50 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.305, pruned_loss=0.07244, over 2466523.71 frames. utt_duration=1263 frames, utt_pad_proportion=0.05477, over 7821.55 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3228, pruned_loss=0.08744, over 2475589.15 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07211, over 22087.48 utterances.], batch size: 80, lr: 4.30e-04
2022-08-24 23:28:51,060 INFO [train.py:927] (7/8) Epoch 8, batch 14750, giga_loss[loss=0.291, simple_loss=0.3566, pruned_loss=0.1127, over 12374.00 frames. utt_duration=407 frames, utt_pad_proportion=0.0332, over 122.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3229, pruned_loss=0.08826, over 2475871.59 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07574, over 21235.57 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3058, pruned_loss=0.07255, over 2466760.98 frames. utt_duration=1266 frames, utt_pad_proportion=0.05421, over 7804.37 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3235, pruned_loss=0.08879, over 2476106.95 frames. utt_duration=446.8 frames, utt_pad_proportion=0.0756, over 22237.51 utterances.], batch size: 122, lr: 4.30e-04
2022-08-24 23:30:39,427 INFO [train.py:927] (7/8) Epoch 8, batch 14800, giga_loss[loss=0.2808, simple_loss=0.3428, pruned_loss=0.1094, over 12393.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05836, over 182.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3208, pruned_loss=0.08695, over 2475484.58 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07226, over 20661.15 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3058, pruned_loss=0.07269, over 2466933.85 frames. utt_duration=1265 frames, utt_pad_proportion=0.05415, over 7810.36 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3214, pruned_loss=0.08737, over 2475600.49 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07237, over 21552.86 utterances.], batch size: 182, lr: 4.30e-04
2022-08-24 23:32:22,932 INFO [train.py:927] (7/8) Epoch 8, batch 14850, giga_loss[loss=0.2202, simple_loss=0.2972, pruned_loss=0.07161, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04049, over 133.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3197, pruned_loss=0.08504, over 2474276.16 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07136, over 20283.84 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3054, pruned_loss=0.07259, over 2466869.24 frames. utt_duration=1269 frames, utt_pad_proportion=0.05349, over 7787.44 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3208, pruned_loss=0.08571, over 2474558.68 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07182, over 21242.91 utterances.], batch size: 133, lr: 4.30e-04
2022-08-24 23:34:10,989 INFO [train.py:927] (7/8) Epoch 8, batch 14900, giga_loss[loss=0.2442, simple_loss=0.3197, pruned_loss=0.08436, over 12324.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.0314, over 91.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3172, pruned_loss=0.08385, over 2474888.81 frames. utt_duration=491.8 frames, utt_pad_proportion=0.06828, over 20188.58 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3051, pruned_loss=0.07247, over 2466747.46 frames. utt_duration=1271 frames, utt_pad_proportion=0.05311, over 7772.60 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3185, pruned_loss=0.08459, over 2475308.38 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06894, over 21078.79 utterances.], batch size: 91, lr: 4.30e-04
2022-08-24 23:35:54,414 INFO [train.py:927] (7/8) Epoch 8, batch 14950, giga_loss[loss=0.261, simple_loss=0.3342, pruned_loss=0.09386, over 12266.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.0276, over 54.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3193, pruned_loss=0.08551, over 2474862.30 frames. utt_duration=491.3 frames, utt_pad_proportion=0.0673, over 20209.69 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3054, pruned_loss=0.07274, over 2466602.35 frames. utt_duration=1273 frames, utt_pad_proportion=0.05214, over 7762.27 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3203, pruned_loss=0.08613, over 2475528.60 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06832, over 21202.45 utterances.], batch size: 54, lr: 4.30e-04
2022-08-24 23:37:44,732 INFO [train.py:927] (7/8) Epoch 8, batch 15000, giga_loss[loss=0.2836, simple_loss=0.3654, pruned_loss=0.1009, over 12376.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03189, over 62.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3235, pruned_loss=0.08596, over 2474054.49 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07087, over 20505.20 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3059, pruned_loss=0.07294, over 2466456.55 frames. utt_duration=1273 frames, utt_pad_proportion=0.05159, over 7756.86 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.324, pruned_loss=0.08645, over 2474818.24 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07173, over 21456.64 utterances.], batch size: 62, lr: 4.30e-04
2022-08-24 23:37:44,733 INFO [train.py:958] (7/8) Computing validation loss
2022-08-24 23:38:00,969 INFO [train.py:967] (7/8) 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 23:39:45,917 INFO [train.py:927] (7/8) Epoch 8, batch 15050, giga_loss[loss=0.2336, simple_loss=0.3203, pruned_loss=0.0734, over 12349.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.0301, over 70.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.326, pruned_loss=0.08744, over 2474566.88 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07029, over 20319.95 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3064, pruned_loss=0.07353, over 2466770.43 frames. utt_duration=1254 frames, utt_pad_proportion=0.05666, over 7875.51 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3265, pruned_loss=0.08765, over 2475089.16 frames. utt_duration=466 frames, utt_pad_proportion=0.06946, over 21314.47 utterances.], batch size: 70, lr: 4.30e-04
2022-08-24 23:41:31,408 INFO [train.py:927] (7/8) Epoch 8, batch 15100, giga_loss[loss=0.2588, simple_loss=0.3391, pruned_loss=0.08927, over 12368.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.03122, over 51.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.325, pruned_loss=0.08756, over 2473359.06 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06687, over 19557.35 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3056, pruned_loss=0.07329, over 2465950.89 frames. utt_duration=1258 frames, utt_pad_proportion=0.05561, over 7852.19 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3269, pruned_loss=0.0885, over 2474815.99 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06688, over 20847.50 utterances.], batch size: 51, lr: 4.30e-04
2022-08-24 23:43:17,285 INFO [train.py:927] (7/8) Epoch 8, batch 15150, giga_loss[loss=0.2211, simple_loss=0.2895, pruned_loss=0.07638, over 12170.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.03564, over 28.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3243, pruned_loss=0.0873, over 2473810.51 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06503, over 19147.01 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3063, pruned_loss=0.07384, over 2466170.04 frames. utt_duration=1231 frames, utt_pad_proportion=0.06428, over 8022.27 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3256, pruned_loss=0.08787, over 2474958.77 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06216, over 20283.57 utterances.], batch size: 28, lr: 4.30e-04
2022-08-24 23:45:04,042 INFO [train.py:927] (7/8) Epoch 8, batch 15200, giga_loss[loss=0.2537, simple_loss=0.3252, pruned_loss=0.09111, over 12373.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03281, over 122.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3234, pruned_loss=0.08758, over 2474649.22 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06611, over 19626.97 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3067, pruned_loss=0.07419, over 2466534.82 frames. utt_duration=1219 frames, utt_pad_proportion=0.06768, over 8104.29 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3244, pruned_loss=0.08797, over 2475378.37 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06266, over 20655.04 utterances.], batch size: 122, lr: 4.30e-04
2022-08-24 23:46:50,546 INFO [train.py:927] (7/8) Epoch 8, batch 15250, giga_loss[loss=0.236, simple_loss=0.311, pruned_loss=0.08047, over 12420.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03908, over 105.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3221, pruned_loss=0.08728, over 2474363.38 frames. utt_duration=504.2 frames, utt_pad_proportion=0.0664, over 19687.60 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3068, pruned_loss=0.07417, over 2466733.83 frames. utt_duration=1224 frames, utt_pad_proportion=0.06645, over 8068.00 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3231, pruned_loss=0.08788, over 2474949.24 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06404, over 20776.84 utterances.], batch size: 105, lr: 4.30e-04
2022-08-24 23:48:36,074 INFO [train.py:927] (7/8) Epoch 8, batch 15300, giga_loss[loss=0.23, simple_loss=0.3118, pruned_loss=0.07408, over 12361.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03074, over 51.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3202, pruned_loss=0.08585, over 2474362.23 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06856, over 19548.64 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3067, pruned_loss=0.07398, over 2466620.53 frames. utt_duration=1230 frames, utt_pad_proportion=0.06527, over 8029.65 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3215, pruned_loss=0.08678, over 2475115.13 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06701, over 20714.14 utterances.], batch size: 51, lr: 4.29e-04
2022-08-24 23:50:22,085 INFO [train.py:927] (7/8) Epoch 8, batch 15350, libri_loss[loss=0.2546, simple_loss=0.3293, pruned_loss=0.08992, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01239, over 40.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3219, pruned_loss=0.08668, over 2474807.00 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07364, over 19966.66 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3071, pruned_loss=0.07439, over 2467074.55 frames. utt_duration=1228 frames, utt_pad_proportion=0.06445, over 8044.63 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.323, pruned_loss=0.08743, over 2475234.14 frames. utt_duration=467.2 frames, utt_pad_proportion=0.0725, over 21259.45 utterances.], batch size: 40, lr: 4.29e-04
2022-08-24 23:52:09,793 INFO [train.py:927] (7/8) Epoch 8, batch 15400, giga_loss[loss=0.2003, simple_loss=0.2925, pruned_loss=0.05403, over 12253.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03675, over 28.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3219, pruned_loss=0.08692, over 2475074.16 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07043, over 19749.18 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3066, pruned_loss=0.07437, over 2466977.63 frames. utt_duration=1232 frames, utt_pad_proportion=0.06362, over 8019.70 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3235, pruned_loss=0.0878, over 2475671.45 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07005, over 21061.71 utterances.], batch size: 28, lr: 4.29e-04
2022-08-24 23:53:56,632 INFO [train.py:927] (7/8) Epoch 8, batch 15450, giga_loss[loss=0.1993, simple_loss=0.2981, pruned_loss=0.05023, over 12086.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03541, over 30.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3247, pruned_loss=0.08759, over 2474262.20 frames. utt_duration=482 frames, utt_pad_proportion=0.07487, over 20596.01 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3065, pruned_loss=0.07444, over 2467148.56 frames. utt_duration=1236 frames, utt_pad_proportion=0.06266, over 7995.47 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3264, pruned_loss=0.08847, over 2474715.03 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07473, over 21880.78 utterances.], batch size: 30, lr: 4.29e-04
2022-08-24 23:55:46,407 INFO [train.py:927] (7/8) Epoch 8, batch 15500, giga_loss[loss=0.2632, simple_loss=0.3388, pruned_loss=0.09384, over 12384.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02999, over 97.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3282, pruned_loss=0.09015, over 2473252.80 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07485, over 20740.21 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.307, pruned_loss=0.07472, over 2466898.48 frames. utt_duration=1242 frames, utt_pad_proportion=0.06109, over 7954.01 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3298, pruned_loss=0.09109, over 2474078.27 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07541, over 22233.37 utterances.], batch size: 97, lr: 4.29e-04
2022-08-24 23:57:33,390 INFO [train.py:927] (7/8) Epoch 8, batch 15550, giga_loss[loss=0.2673, simple_loss=0.337, pruned_loss=0.09885, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03871, over 40.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.329, pruned_loss=0.09109, over 2474267.82 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07554, over 21119.54 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3072, pruned_loss=0.07485, over 2466774.21 frames. utt_duration=1233 frames, utt_pad_proportion=0.06461, over 8014.96 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3304, pruned_loss=0.09194, over 2475157.66 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07496, over 22433.36 utterances.], batch size: 40, lr: 4.29e-04
2022-08-24 23:59:16,385 INFO [train.py:927] (7/8) Epoch 8, batch 15600, giga_loss[loss=0.2257, simple_loss=0.3115, pruned_loss=0.0699, over 12235.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03099, over 42.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3274, pruned_loss=0.08986, over 2474428.93 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07504, over 21624.12 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3065, pruned_loss=0.07462, over 2467036.64 frames. utt_duration=1238 frames, utt_pad_proportion=0.06359, over 7981.69 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3297, pruned_loss=0.09115, over 2475114.07 frames. utt_duration=431 frames, utt_pad_proportion=0.07503, over 23051.27 utterances.], batch size: 42, lr: 4.29e-04
2022-08-25 00:00:59,437 INFO [train.py:927] (7/8) Epoch 8, batch 15650, giga_loss[loss=0.2221, simple_loss=0.3067, pruned_loss=0.06878, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04652, over 34.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3279, pruned_loss=0.08902, over 2473931.28 frames. utt_duration=459 frames, utt_pad_proportion=0.07524, over 21628.41 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3065, pruned_loss=0.07466, over 2467287.75 frames. utt_duration=1236 frames, utt_pad_proportion=0.0631, over 7997.27 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3302, pruned_loss=0.09035, over 2474405.57 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07548, over 23067.82 utterances.], batch size: 34, lr: 4.29e-04
2022-08-25 00:02:43,813 INFO [train.py:927] (7/8) Epoch 8, batch 15700, giga_loss[loss=0.2042, simple_loss=0.2901, pruned_loss=0.05919, over 12229.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.0376, over 28.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3271, pruned_loss=0.08844, over 2474350.44 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07507, over 21390.77 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3066, pruned_loss=0.07487, over 2467411.02 frames. utt_duration=1237 frames, utt_pad_proportion=0.0624, over 7991.30 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3292, pruned_loss=0.08951, over 2474718.43 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07557, over 22724.48 utterances.], batch size: 28, lr: 4.29e-04
2022-08-25 00:04:29,975 INFO [train.py:927] (7/8) Epoch 8, batch 15750, giga_loss[loss=0.2557, simple_loss=0.3324, pruned_loss=0.08946, over 12360.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3251, pruned_loss=0.08761, over 2474476.80 frames. utt_duration=481 frames, utt_pad_proportion=0.07311, over 20641.22 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3066, pruned_loss=0.07512, over 2467477.96 frames. utt_duration=1228 frames, utt_pad_proportion=0.06535, over 8046.24 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3273, pruned_loss=0.08862, over 2474908.80 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07274, over 22064.52 utterances.], batch size: 62, lr: 4.29e-04
2022-08-25 00:06:16,527 INFO [train.py:927] (7/8) Epoch 8, batch 15800, libri_loss[loss=0.1997, simple_loss=0.2718, pruned_loss=0.06381, over 12484.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.008, over 29.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3226, pruned_loss=0.08719, over 2475241.10 frames. utt_duration=479 frames, utt_pad_proportion=0.07353, over 20731.44 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3062, pruned_loss=0.07499, over 2467716.72 frames. utt_duration=1234 frames, utt_pad_proportion=0.06365, over 8010.11 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3254, pruned_loss=0.0886, over 2475621.04 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07387, over 22388.08 utterances.], batch size: 29, lr: 4.29e-04
2022-08-25 00:08:01,956 INFO [train.py:927] (7/8) Epoch 8, batch 15850, giga_loss[loss=0.2194, simple_loss=0.3083, pruned_loss=0.06525, over 12445.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03621, over 133.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3221, pruned_loss=0.0877, over 2475166.19 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07884, over 21501.11 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3063, pruned_loss=0.07519, over 2467598.36 frames. utt_duration=1235 frames, utt_pad_proportion=0.06316, over 8001.02 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3244, pruned_loss=0.08874, over 2475630.48 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07894, over 22915.35 utterances.], batch size: 133, lr: 4.29e-04
2022-08-25 00:09:42,500 INFO [train.py:927] (7/8) Epoch 8, batch 15900, giga_loss[loss=0.2142, simple_loss=0.3036, pruned_loss=0.06236, over 12325.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03251, over 85.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3185, pruned_loss=0.08464, over 2474712.85 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08097, over 21561.91 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3064, pruned_loss=0.07556, over 2467640.10 frames. utt_duration=1227 frames, utt_pad_proportion=0.06648, over 8051.43 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3206, pruned_loss=0.0854, over 2475247.13 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07997, over 23022.76 utterances.], batch size: 85, lr: 4.29e-04
2022-08-25 00:11:29,980 INFO [train.py:927] (7/8) Epoch 8, batch 15950, giga_loss[loss=0.2163, simple_loss=0.2882, pruned_loss=0.07221, over 12486.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03333, over 40.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3167, pruned_loss=0.08354, over 2475048.32 frames. utt_duration=459.7 frames, utt_pad_proportion=0.0809, over 21602.99 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.306, pruned_loss=0.07538, over 2467409.28 frames. utt_duration=1232 frames, utt_pad_proportion=0.06502, over 8022.12 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3191, pruned_loss=0.08457, over 2475870.48 frames. utt_duration=427.8 frames, utt_pad_proportion=0.08079, over 23229.87 utterances.], batch size: 40, lr: 4.29e-04
2022-08-25 00:13:17,619 INFO [train.py:927] (7/8) Epoch 8, batch 16000, giga_loss[loss=0.3484, simple_loss=0.3902, pruned_loss=0.1533, over 12366.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1014, over 257.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3152, pruned_loss=0.08305, over 2475538.04 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07678, over 21300.86 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3062, pruned_loss=0.07547, over 2467485.68 frames. utt_duration=1233 frames, utt_pad_proportion=0.06453, over 8013.90 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3169, pruned_loss=0.08386, over 2476193.91 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07712, over 22711.51 utterances.], batch size: 257, lr: 4.29e-04
2022-08-25 00:15:02,438 INFO [train.py:927] (7/8) Epoch 8, batch 16050, giga_loss[loss=0.2464, simple_loss=0.3196, pruned_loss=0.08661, over 12372.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02783, over 91.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3172, pruned_loss=0.08385, over 2475063.60 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07492, over 21117.77 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3064, pruned_loss=0.07551, over 2467495.61 frames. utt_duration=1235 frames, utt_pad_proportion=0.0635, over 8003.72 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3186, pruned_loss=0.0846, over 2475709.95 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07568, over 22475.29 utterances.], batch size: 91, lr: 4.29e-04
2022-08-25 00:16:47,042 INFO [train.py:927] (7/8) Epoch 8, batch 16100, giga_loss[loss=0.2358, simple_loss=0.3115, pruned_loss=0.08006, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02593, over 48.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3171, pruned_loss=0.08393, over 2475340.94 frames. utt_duration=473.1 frames, utt_pad_proportion=0.0724, over 20995.24 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3059, pruned_loss=0.07534, over 2467239.96 frames. utt_duration=1237 frames, utt_pad_proportion=0.06281, over 7985.87 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3191, pruned_loss=0.08497, over 2476325.04 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07347, over 22531.82 utterances.], batch size: 48, lr: 4.29e-04
2022-08-25 00:18:33,803 INFO [train.py:927] (7/8) Epoch 8, batch 16150, giga_loss[loss=0.2415, simple_loss=0.3213, pruned_loss=0.08089, over 12332.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02455, over 45.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3188, pruned_loss=0.08493, over 2474856.20 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07025, over 20616.98 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3059, pruned_loss=0.07554, over 2467398.94 frames. utt_duration=1239 frames, utt_pad_proportion=0.06162, over 7974.72 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3208, pruned_loss=0.08586, over 2475746.22 frames. utt_duration=446.1 frames, utt_pad_proportion=0.0717, over 22270.04 utterances.], batch size: 45, lr: 4.29e-04
2022-08-25 00:20:20,266 INFO [train.py:927] (7/8) Epoch 8, batch 16200, giga_loss[loss=0.2268, simple_loss=0.3146, pruned_loss=0.06952, over 12411.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.02402, over 66.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3209, pruned_loss=0.08596, over 2475190.71 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07228, over 20312.72 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3063, pruned_loss=0.07591, over 2467687.53 frames. utt_duration=1225 frames, utt_pad_proportion=0.06582, over 8065.40 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3225, pruned_loss=0.0867, over 2475879.78 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07205, over 21958.00 utterances.], batch size: 66, lr: 4.28e-04
2022-08-25 00:22:09,424 INFO [train.py:927] (7/8) Epoch 8, batch 16250, giga_loss[loss=0.2296, simple_loss=0.3192, pruned_loss=0.06999, over 12415.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05535, over 162.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3213, pruned_loss=0.08618, over 2475255.80 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07763, over 20901.34 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3064, pruned_loss=0.07596, over 2467597.10 frames. utt_duration=1226 frames, utt_pad_proportion=0.06556, over 8059.08 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3226, pruned_loss=0.08675, over 2475918.31 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07725, over 22257.51 utterances.], batch size: 162, lr: 4.28e-04
2022-08-25 00:23:55,772 INFO [train.py:927] (7/8) Epoch 8, batch 16300, giga_loss[loss=0.2188, simple_loss=0.2957, pruned_loss=0.07095, over 12338.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.0455, over 26.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3207, pruned_loss=0.08482, over 2475312.33 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07294, over 20331.76 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3057, pruned_loss=0.07577, over 2467527.34 frames. utt_duration=1222 frames, utt_pad_proportion=0.06792, over 8089.86 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3231, pruned_loss=0.08595, over 2476325.31 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07236, over 22055.05 utterances.], batch size: 26, lr: 4.28e-04
2022-08-25 00:25:41,722 INFO [train.py:927] (7/8) Epoch 8, batch 16350, giga_loss[loss=0.2644, simple_loss=0.3289, pruned_loss=0.09997, over 12377.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04166, over 133.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3205, pruned_loss=0.08532, over 2475243.71 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07233, over 20638.73 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3059, pruned_loss=0.07585, over 2467094.97 frames. utt_duration=1225 frames, utt_pad_proportion=0.06685, over 8068.24 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3225, pruned_loss=0.08631, over 2476624.33 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07233, over 22274.02 utterances.], batch size: 133, lr: 4.28e-04
2022-08-25 00:27:24,645 INFO [train.py:927] (7/8) Epoch 8, batch 16400, libri_loss[loss=0.2086, simple_loss=0.2867, pruned_loss=0.06526, over 12408.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007809, over 30.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3192, pruned_loss=0.08574, over 2475194.25 frames. utt_duration=458.2 frames, utt_pad_proportion=0.08386, over 21677.31 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3058, pruned_loss=0.07586, over 2467225.75 frames. utt_duration=1225 frames, utt_pad_proportion=0.06666, over 8065.83 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3212, pruned_loss=0.08669, over 2476299.99 frames. utt_duration=428.1 frames, utt_pad_proportion=0.08331, over 23216.96 utterances.], batch size: 30, lr: 4.28e-04
2022-08-25 00:29:09,172 INFO [train.py:927] (7/8) Epoch 8, batch 16450, giga_loss[loss=0.2305, simple_loss=0.3053, pruned_loss=0.07787, over 12341.00 frames. utt_duration=582 frames, utt_pad_proportion=0.02994, over 85.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3184, pruned_loss=0.08574, over 2474665.58 frames. utt_duration=456.8 frames, utt_pad_proportion=0.08466, over 21739.97 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3056, pruned_loss=0.07587, over 2467323.48 frames. utt_duration=1231 frames, utt_pad_proportion=0.06548, over 8025.34 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3205, pruned_loss=0.08675, over 2475672.22 frames. utt_duration=425 frames, utt_pad_proportion=0.08467, over 23380.97 utterances.], batch size: 85, lr: 4.28e-04
2022-08-25 00:30:54,695 INFO [train.py:927] (7/8) Epoch 8, batch 16500, giga_loss[loss=0.2231, simple_loss=0.3063, pruned_loss=0.06999, over 12444.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.03426, over 34.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3197, pruned_loss=0.0867, over 2474730.74 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07961, over 21329.18 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3055, pruned_loss=0.07591, over 2467377.67 frames. utt_duration=1235 frames, utt_pad_proportion=0.06453, over 8000.01 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3217, pruned_loss=0.08763, over 2475607.83 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08034, over 22885.45 utterances.], batch size: 34, lr: 4.28e-04
2022-08-25 00:32:43,024 INFO [train.py:927] (7/8) Epoch 8, batch 16550, giga_loss[loss=0.2495, simple_loss=0.3181, pruned_loss=0.09047, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03641, over 113.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3196, pruned_loss=0.08733, over 2475174.80 frames. utt_duration=454.6 frames, utt_pad_proportion=0.08096, over 21850.30 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3053, pruned_loss=0.07595, over 2467367.06 frames. utt_duration=1235 frames, utt_pad_proportion=0.06447, over 7998.27 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3216, pruned_loss=0.08822, over 2476006.34 frames. utt_duration=426 frames, utt_pad_proportion=0.08158, over 23329.35 utterances.], batch size: 113, lr: 4.28e-04
2022-08-25 00:34:27,175 INFO [train.py:927] (7/8) Epoch 8, batch 16600, libri_loss[loss=0.2442, simple_loss=0.3223, pruned_loss=0.08306, over 12401.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02355, over 43.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3199, pruned_loss=0.08755, over 2475061.49 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08244, over 21893.46 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3054, pruned_loss=0.07602, over 2467835.97 frames. utt_duration=1241 frames, utt_pad_proportion=0.06256, over 7966.11 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.322, pruned_loss=0.08864, over 2475565.22 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08361, over 23632.72 utterances.], batch size: 43, lr: 4.28e-04
2022-08-25 00:36:11,080 INFO [train.py:927] (7/8) Epoch 8, batch 16650, giga_loss[loss=0.2877, simple_loss=0.3484, pruned_loss=0.1136, over 12437.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.04811, over 162.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3213, pruned_loss=0.08777, over 2475293.02 frames. utt_duration=461 frames, utt_pad_proportion=0.08166, over 21547.93 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3058, pruned_loss=0.07606, over 2467986.38 frames. utt_duration=1227 frames, utt_pad_proportion=0.06644, over 8052.45 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3228, pruned_loss=0.0888, over 2475693.64 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08152, over 23092.10 utterances.], batch size: 162, lr: 4.28e-04
2022-08-25 00:37:53,476 INFO [train.py:927] (7/8) Epoch 8, batch 16700, giga_loss[loss=0.3284, simple_loss=0.3615, pruned_loss=0.1476, over 12370.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2094, over 372.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.324, pruned_loss=0.09056, over 2474469.72 frames. utt_duration=455.7 frames, utt_pad_proportion=0.0836, over 21791.47 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3066, pruned_loss=0.07658, over 2468148.91 frames. utt_duration=1213 frames, utt_pad_proportion=0.06916, over 8148.60 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3252, pruned_loss=0.09149, over 2474978.95 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08288, over 23580.51 utterances.], batch size: 372, lr: 4.28e-04
2022-08-25 00:39:38,243 INFO [train.py:927] (7/8) Epoch 8, batch 16750, giga_loss[loss=0.2795, simple_loss=0.3563, pruned_loss=0.1013, over 12448.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03728, over 123.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3241, pruned_loss=0.08941, over 2474683.30 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07882, over 20579.69 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3069, pruned_loss=0.07669, over 2468374.82 frames. utt_duration=1214 frames, utt_pad_proportion=0.06814, over 8143.73 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3251, pruned_loss=0.0903, over 2474987.14 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07898, over 22248.08 utterances.], batch size: 123, lr: 4.28e-04
2022-08-25 00:41:23,120 INFO [train.py:927] (7/8) Epoch 8, batch 16800, giga_loss[loss=0.2503, simple_loss=0.3279, pruned_loss=0.08639, over 12359.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04137, over 113.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3253, pruned_loss=0.08959, over 2474605.01 frames. utt_duration=469.6 frames, utt_pad_proportion=0.08234, over 21145.49 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3072, pruned_loss=0.0768, over 2468698.86 frames. utt_duration=1216 frames, utt_pad_proportion=0.06693, over 8127.66 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3263, pruned_loss=0.09056, over 2474734.66 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08276, over 22851.25 utterances.], batch size: 113, lr: 4.28e-04
2022-08-25 00:43:03,669 INFO [train.py:927] (7/8) Epoch 8, batch 16850, libri_loss[loss=0.1787, simple_loss=0.2616, pruned_loss=0.04784, over 12465.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005301, over 32.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3235, pruned_loss=0.08832, over 2473853.96 frames. utt_duration=473.2 frames, utt_pad_proportion=0.08147, over 20976.22 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3069, pruned_loss=0.07672, over 2468787.18 frames. utt_duration=1223 frames, utt_pad_proportion=0.06536, over 8086.69 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3251, pruned_loss=0.08958, over 2474056.35 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08251, over 22817.72 utterances.], batch size: 32, lr: 4.28e-04
2022-08-25 00:44:47,275 INFO [train.py:927] (7/8) Epoch 8, batch 16900, giga_loss[loss=0.2573, simple_loss=0.3302, pruned_loss=0.09219, over 12388.00 frames. utt_duration=307.3 frames, utt_pad_proportion=0.05735, over 162.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3244, pruned_loss=0.08878, over 2473669.87 frames. utt_duration=460.1 frames, utt_pad_proportion=0.08084, over 21574.29 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3068, pruned_loss=0.07666, over 2468834.22 frames. utt_duration=1224 frames, utt_pad_proportion=0.06445, over 8080.95 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3261, pruned_loss=0.09004, over 2473871.88 frames. utt_duration=426.6 frames, utt_pad_proportion=0.08207, over 23278.52 utterances.], batch size: 162, lr: 4.28e-04
2022-08-25 00:46:34,892 INFO [train.py:927] (7/8) Epoch 8, batch 16950, giga_loss[loss=0.2641, simple_loss=0.3413, pruned_loss=0.09341, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0276, over 48.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3248, pruned_loss=0.0899, over 2474667.42 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07773, over 22106.81 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3069, pruned_loss=0.07665, over 2468886.05 frames. utt_duration=1223 frames, utt_pad_proportion=0.06424, over 8083.55 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3262, pruned_loss=0.09094, over 2474803.54 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07896, over 23496.98 utterances.], batch size: 48, lr: 4.28e-04
2022-08-25 00:48:17,133 INFO [train.py:927] (7/8) Epoch 8, batch 17000, giga_loss[loss=0.2544, simple_loss=0.3271, pruned_loss=0.09086, over 12362.00 frames. utt_duration=583 frames, utt_pad_proportion=0.03001, over 85.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3263, pruned_loss=0.09079, over 2474509.34 frames. utt_duration=459 frames, utt_pad_proportion=0.07418, over 21632.50 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3074, pruned_loss=0.07713, over 2468988.50 frames. utt_duration=1219 frames, utt_pad_proportion=0.06407, over 8111.47 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3274, pruned_loss=0.0915, over 2474638.31 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07555, over 23020.32 utterances.], batch size: 85, lr: 4.28e-04
2022-08-25 00:50:00,978 INFO [train.py:927] (7/8) Epoch 8, batch 17050, giga_loss[loss=0.2257, simple_loss=0.2952, pruned_loss=0.07809, over 12455.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04519, over 34.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3257, pruned_loss=0.09059, over 2474055.91 frames. utt_duration=440.1 frames, utt_pad_proportion=0.08141, over 22559.59 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3072, pruned_loss=0.07694, over 2468683.82 frames. utt_duration=1223 frames, utt_pad_proportion=0.06314, over 8081.44 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3271, pruned_loss=0.0916, over 2474529.28 frames. utt_duration=414.5 frames, utt_pad_proportion=0.08251, over 23964.35 utterances.], batch size: 34, lr: 4.28e-04
2022-08-25 00:51:42,664 INFO [train.py:927] (7/8) Epoch 8, batch 17100, giga_loss[loss=0.2697, simple_loss=0.3432, pruned_loss=0.09805, over 12439.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03767, over 105.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.325, pruned_loss=0.08939, over 2473564.56 frames. utt_duration=446.7 frames, utt_pad_proportion=0.08148, over 22222.20 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3071, pruned_loss=0.07679, over 2468282.14 frames. utt_duration=1225 frames, utt_pad_proportion=0.06158, over 8067.66 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3268, pruned_loss=0.09071, over 2474477.66 frames. utt_duration=417.3 frames, utt_pad_proportion=0.08301, over 23801.23 utterances.], batch size: 105, lr: 4.28e-04
2022-08-25 00:53:27,396 INFO [train.py:927] (7/8) Epoch 8, batch 17150, giga_loss[loss=0.2108, simple_loss=0.2841, pruned_loss=0.06873, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02588, over 48.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3229, pruned_loss=0.08832, over 2473335.03 frames. utt_duration=457.9 frames, utt_pad_proportion=0.08187, over 21674.55 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3068, pruned_loss=0.07674, over 2468455.33 frames. utt_duration=1227 frames, utt_pad_proportion=0.06085, over 8057.51 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3252, pruned_loss=0.08989, over 2474120.79 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08355, over 23463.96 utterances.], batch size: 48, lr: 4.27e-04
2022-08-25 00:55:10,768 INFO [train.py:927] (7/8) Epoch 8, batch 17200, giga_loss[loss=0.2152, simple_loss=0.2905, pruned_loss=0.06996, over 12400.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03834, over 40.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3211, pruned_loss=0.0875, over 2472954.06 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07949, over 21467.83 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3068, pruned_loss=0.07679, over 2468525.76 frames. utt_duration=1227 frames, utt_pad_proportion=0.05997, over 8054.42 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3235, pruned_loss=0.08911, over 2473681.94 frames. utt_duration=424.9 frames, utt_pad_proportion=0.08152, over 23365.66 utterances.], batch size: 40, lr: 4.27e-04
2022-08-25 00:56:54,903 INFO [train.py:927] (7/8) Epoch 8, batch 17250, giga_loss[loss=0.3081, simple_loss=0.3684, pruned_loss=0.1239, over 12434.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03655, over 105.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.319, pruned_loss=0.08712, over 2473605.29 frames. utt_duration=465.4 frames, utt_pad_proportion=0.08282, over 21325.99 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3076, pruned_loss=0.07735, over 2468471.08 frames. utt_duration=1208 frames, utt_pad_proportion=0.06719, over 8184.02 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3205, pruned_loss=0.08815, over 2474367.98 frames. utt_duration=430.1 frames, utt_pad_proportion=0.08214, over 23088.67 utterances.], batch size: 105, lr: 4.27e-04
2022-08-25 00:58:43,851 INFO [train.py:927] (7/8) Epoch 8, batch 17300, libri_loss[loss=0.3054, simple_loss=0.3778, pruned_loss=0.1165, over 12423.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.3642, over 122.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3188, pruned_loss=0.08621, over 2473684.70 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07902, over 20901.04 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3081, pruned_loss=0.07756, over 2468585.49 frames. utt_duration=1196 frames, utt_pad_proportion=0.07116, over 8267.43 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3197, pruned_loss=0.08699, over 2474273.98 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07735, over 22446.64 utterances.], batch size: 122, lr: 4.27e-04
2022-08-25 01:00:27,249 INFO [train.py:927] (7/8) Epoch 8, batch 17350, libri_loss[loss=0.1742, simple_loss=0.25, pruned_loss=0.04914, over 12404.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.006343, over 30.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3169, pruned_loss=0.08321, over 2473547.98 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07818, over 21633.15 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3078, pruned_loss=0.0775, over 2468345.90 frames. utt_duration=1202 frames, utt_pad_proportion=0.06973, over 8222.94 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3182, pruned_loss=0.08408, over 2474373.54 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07746, over 23265.99 utterances.], batch size: 30, lr: 4.27e-04
2022-08-25 01:02:07,156 INFO [train.py:927] (7/8) Epoch 8, batch 17400, giga_loss[loss=0.2127, simple_loss=0.3, pruned_loss=0.06268, over 12411.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05576, over 162.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3141, pruned_loss=0.07931, over 2474831.24 frames. utt_duration=460 frames, utt_pad_proportion=0.07231, over 21590.95 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3073, pruned_loss=0.0772, over 2468520.85 frames. utt_duration=1207 frames, utt_pad_proportion=0.06861, over 8190.68 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3159, pruned_loss=0.08044, over 2475540.35 frames. utt_duration=424.1 frames, utt_pad_proportion=0.07253, over 23429.77 utterances.], batch size: 162, lr: 4.27e-04
2022-08-25 01:03:51,456 INFO [train.py:927] (7/8) Epoch 8, batch 17450, giga_loss[loss=0.2091, simple_loss=0.3096, pruned_loss=0.05428, over 12333.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03064, over 91.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3124, pruned_loss=0.07644, over 2475671.66 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07089, over 22189.05 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3073, pruned_loss=0.07733, over 2468770.59 frames. utt_duration=1211 frames, utt_pad_proportion=0.06741, over 8163.34 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3139, pruned_loss=0.07723, over 2476174.86 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07157, over 23997.36 utterances.], batch size: 91, lr: 4.27e-04
2022-08-25 01:05:42,696 INFO [train.py:927] (7/8) Epoch 8, batch 17500, giga_loss[loss=0.2585, simple_loss=0.3339, pruned_loss=0.09153, over 12404.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04353, over 146.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3125, pruned_loss=0.07561, over 2475909.12 frames. utt_duration=425.5 frames, utt_pad_proportion=0.07298, over 23353.30 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3074, pruned_loss=0.07738, over 2468864.27 frames. utt_duration=1210 frames, utt_pad_proportion=0.06765, over 8174.67 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3138, pruned_loss=0.07617, over 2476348.50 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07333, over 25033.29 utterances.], batch size: 146, lr: 4.27e-04
2022-08-25 01:07:24,196 INFO [train.py:927] (7/8) Epoch 8, batch 17550, giga_loss[loss=0.2109, simple_loss=0.2943, pruned_loss=0.06372, over 12435.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04803, over 161.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3099, pruned_loss=0.07349, over 2476437.39 frames. utt_duration=420.3 frames, utt_pad_proportion=0.07018, over 23651.18 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3069, pruned_loss=0.07708, over 2468660.13 frames. utt_duration=1217 frames, utt_pad_proportion=0.06629, over 8126.05 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3115, pruned_loss=0.07415, over 2477174.57 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07103, over 25454.54 utterances.], batch size: 161, lr: 4.27e-04
2022-08-25 01:09:10,963 INFO [train.py:927] (7/8) Epoch 8, batch 17600, giga_loss[loss=0.2087, simple_loss=0.2817, pruned_loss=0.06787, over 12351.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1951, over 365.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3082, pruned_loss=0.07168, over 2476581.51 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07124, over 23986.67 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.307, pruned_loss=0.07697, over 2468477.16 frames. utt_duration=1220 frames, utt_pad_proportion=0.06554, over 8105.26 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3094, pruned_loss=0.07224, over 2477431.39 frames. utt_duration=388 frames, utt_pad_proportion=0.07206, over 25635.79 utterances.], batch size: 365, lr: 4.27e-04
2022-08-25 01:10:51,104 INFO [train.py:927] (7/8) Epoch 8, batch 17650, giga_loss[loss=0.2068, simple_loss=0.2929, pruned_loss=0.06031, over 12402.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06852, over 211.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3069, pruned_loss=0.07042, over 2476555.33 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07218, over 24242.69 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3075, pruned_loss=0.07721, over 2468543.68 frames. utt_duration=1222 frames, utt_pad_proportion=0.06369, over 8087.54 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3074, pruned_loss=0.07046, over 2477482.61 frames. utt_duration=380.2 frames, utt_pad_proportion=0.07338, over 26166.94 utterances.], batch size: 211, lr: 4.27e-04
2022-08-25 01:12:37,236 INFO [train.py:927] (7/8) Epoch 8, batch 17700, giga_loss[loss=0.19, simple_loss=0.2783, pruned_loss=0.05081, over 12380.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04122, over 133.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.302, pruned_loss=0.06746, over 2476639.38 frames. utt_duration=401 frames, utt_pad_proportion=0.07364, over 24795.43 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3073, pruned_loss=0.07708, over 2468450.21 frames. utt_duration=1226 frames, utt_pad_proportion=0.06303, over 8062.33 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3026, pruned_loss=0.06752, over 2477567.13 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07469, over 26548.39 utterances.], batch size: 133, lr: 4.27e-04
2022-08-25 01:14:24,422 INFO [train.py:927] (7/8) Epoch 8, batch 17750, giga_loss[loss=0.198, simple_loss=0.2825, pruned_loss=0.05676, over 12378.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.0649, over 183.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3002, pruned_loss=0.06648, over 2476643.56 frames. utt_duration=393.2 frames, utt_pad_proportion=0.07435, over 25285.96 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3075, pruned_loss=0.07725, over 2468567.96 frames. utt_duration=1222 frames, utt_pad_proportion=0.06367, over 8088.02 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3005, pruned_loss=0.06634, over 2477303.93 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07498, over 26705.25 utterances.], batch size: 183, lr: 4.27e-04
2022-08-25 01:16:20,529 INFO [train.py:927] (7/8) Epoch 8, batch 17800, giga_loss[loss=0.2419, simple_loss=0.3204, pruned_loss=0.08171, over 12428.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.03191, over 122.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3008, pruned_loss=0.0659, over 2476891.57 frames. utt_duration=393.4 frames, utt_pad_proportion=0.0747, over 25275.41 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3068, pruned_loss=0.0769, over 2468276.02 frames. utt_duration=1228 frames, utt_pad_proportion=0.06256, over 8052.27 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3015, pruned_loss=0.06586, over 2477882.40 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07559, over 26853.43 utterances.], batch size: 122, lr: 4.27e-04
2022-08-25 01:18:26,568 INFO [train.py:927] (7/8) Epoch 8, batch 17850, giga_loss[loss=0.1856, simple_loss=0.283, pruned_loss=0.0441, over 12396.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04451, over 146.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2993, pruned_loss=0.06463, over 2476885.51 frames. utt_duration=400.5 frames, utt_pad_proportion=0.07266, over 24821.72 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.307, pruned_loss=0.07707, over 2468520.71 frames. utt_duration=1228 frames, utt_pad_proportion=0.06206, over 8050.75 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2996, pruned_loss=0.06436, over 2477529.44 frames. utt_duration=379.5 frames, utt_pad_proportion=0.07364, over 26210.97 utterances.], batch size: 146, lr: 4.27e-04
2022-08-25 01:20:25,785 INFO [train.py:927] (7/8) Epoch 8, batch 17900, giga_loss[loss=0.2077, simple_loss=0.2935, pruned_loss=0.06093, over 12380.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02772, over 91.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2986, pruned_loss=0.06382, over 2477338.74 frames. utt_duration=392.6 frames, utt_pad_proportion=0.07426, over 25325.81 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3073, pruned_loss=0.07729, over 2468686.51 frames. utt_duration=1231 frames, utt_pad_proportion=0.06052, over 8031.28 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2983, pruned_loss=0.06301, over 2477981.72 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07546, over 26993.89 utterances.], batch size: 91, lr: 4.27e-04
2022-08-25 01:22:33,769 INFO [train.py:927] (7/8) Epoch 8, batch 17950, giga_loss[loss=0.2247, simple_loss=0.3158, pruned_loss=0.06679, over 12405.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2965, pruned_loss=0.06287, over 2477492.58 frames. utt_duration=396.2 frames, utt_pad_proportion=0.0726, over 25095.25 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3074, pruned_loss=0.07741, over 2468829.37 frames. utt_duration=1228 frames, utt_pad_proportion=0.06056, over 8052.23 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.296, pruned_loss=0.06187, over 2478043.54 frames. utt_duration=372.4 frames, utt_pad_proportion=0.07377, over 26713.81 utterances.], batch size: 133, lr: 4.27e-04
2022-08-25 01:24:29,744 INFO [train.py:927] (7/8) Epoch 8, batch 18000, giga_loss[loss=0.2166, simple_loss=0.2972, pruned_loss=0.06805, over 12380.00 frames. utt_duration=196.2 frames, utt_pad_proportion=0.09175, over 254.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2962, pruned_loss=0.06284, over 2477629.72 frames. utt_duration=396.2 frames, utt_pad_proportion=0.07051, over 25095.70 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3072, pruned_loss=0.07724, over 2468781.69 frames. utt_duration=1232 frames, utt_pad_proportion=0.0597, over 8023.47 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2959, pruned_loss=0.06195, over 2478263.10 frames. utt_duration=372.6 frames, utt_pad_proportion=0.07182, over 26701.30 utterances.], batch size: 254, lr: 4.27e-04
2022-08-25 01:24:29,744 INFO [train.py:958] (7/8) Computing validation loss
2022-08-25 01:24:44,872 INFO [train.py:967] (7/8) 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 01:27:01,076 INFO [train.py:927] (7/8) Epoch 8, batch 18050, giga_loss[loss=0.1752, simple_loss=0.2627, pruned_loss=0.04386, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03031, over 45.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2965, pruned_loss=0.06206, over 2477806.74 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06775, over 24399.22 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3071, pruned_loss=0.07723, over 2468889.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.05905, over 8015.94 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.296, pruned_loss=0.06109, over 2478377.72 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06922, over 25982.34 utterances.], batch size: 45, lr: 4.27e-04
2022-08-25 01:29:02,803 INFO [train.py:927] (7/8) Epoch 8, batch 18100, giga_loss[loss=0.2247, simple_loss=0.3138, pruned_loss=0.06779, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05914, over 182.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2956, pruned_loss=0.06185, over 2477328.95 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06676, over 24149.78 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3065, pruned_loss=0.07698, over 2468749.24 frames. utt_duration=1241 frames, utt_pad_proportion=0.05765, over 7968.90 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2955, pruned_loss=0.06082, over 2478171.23 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06845, over 25957.38 utterances.], batch size: 182, lr: 4.26e-04
2022-08-25 01:31:06,474 INFO [train.py:927] (7/8) Epoch 8, batch 18150, giga_loss[loss=0.2487, simple_loss=0.3312, pruned_loss=0.08306, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04137, over 133.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.299, pruned_loss=0.06183, over 2477743.15 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06734, over 24575.46 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.307, pruned_loss=0.07723, over 2469123.28 frames. utt_duration=1238 frames, utt_pad_proportion=0.05731, over 7990.31 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2982, pruned_loss=0.06045, over 2478266.69 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0688, over 26364.06 utterances.], batch size: 133, lr: 4.26e-04
2022-08-25 01:33:10,593 INFO [train.py:927] (7/8) Epoch 8, batch 18200, giga_loss[loss=0.2109, simple_loss=0.3048, pruned_loss=0.05852, over 12431.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03744, over 105.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.3, pruned_loss=0.06092, over 2477936.66 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06369, over 23688.02 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3069, pruned_loss=0.07713, over 2469218.55 frames. utt_duration=1241 frames, utt_pad_proportion=0.05606, over 7968.79 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2993, pruned_loss=0.05949, over 2478533.02 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06556, over 25584.57 utterances.], batch size: 105, lr: 4.26e-04
2022-08-25 01:35:14,426 INFO [train.py:927] (7/8) Epoch 8, batch 18250, giga_loss[loss=0.1943, simple_loss=0.288, pruned_loss=0.05035, over 12433.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05604, over 182.00 utterances.], tot_loss[loss=0.211, simple_loss=0.3, pruned_loss=0.06096, over 2477666.53 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06221, over 23480.39 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.307, pruned_loss=0.07725, over 2469071.81 frames. utt_duration=1239 frames, utt_pad_proportion=0.05619, over 7982.31 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2992, pruned_loss=0.05943, over 2478450.31 frames. utt_duration=393.8 frames, utt_pad_proportion=0.0638, over 25254.22 utterances.], batch size: 182, lr: 4.26e-04
2022-08-25 01:37:42,573 INFO [train.py:927] (7/8) Epoch 8, batch 18300, giga_loss[loss=0.2055, simple_loss=0.2954, pruned_loss=0.05781, over 12341.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.0439, over 34.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2993, pruned_loss=0.06147, over 2476845.38 frames. utt_duration=439.8 frames, utt_pad_proportion=0.06009, over 22589.80 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3065, pruned_loss=0.07704, over 2468609.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.05415, over 7924.49 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2988, pruned_loss=0.05967, over 2478287.29 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06228, over 24786.77 utterances.], batch size: 34, lr: 4.26e-04
2022-08-25 01:39:53,030 INFO [train.py:927] (7/8) Epoch 8, batch 18350, giga_loss[loss=0.2313, simple_loss=0.3163, pruned_loss=0.07313, over 12397.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04622, over 161.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2966, pruned_loss=0.06064, over 2477623.24 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06057, over 22722.44 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3069, pruned_loss=0.0775, over 2468686.91 frames. utt_duration=1235 frames, utt_pad_proportion=0.05851, over 8006.83 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2958, pruned_loss=0.05868, over 2478769.19 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06107, over 24510.75 utterances.], batch size: 161, lr: 4.26e-04
2022-08-25 01:41:57,146 INFO [train.py:927] (7/8) Epoch 8, batch 18400, giga_loss[loss=0.2171, simple_loss=0.3064, pruned_loss=0.06387, over 12312.00 frames. utt_duration=704.7 frames, utt_pad_proportion=0.03333, over 70.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2954, pruned_loss=0.0605, over 2477223.92 frames. utt_duration=437.6 frames, utt_pad_proportion=0.06164, over 22705.82 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3067, pruned_loss=0.07745, over 2468777.95 frames. utt_duration=1243 frames, utt_pad_proportion=0.05688, over 7954.54 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2945, pruned_loss=0.05832, over 2478395.88 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06249, over 24752.82 utterances.], batch size: 70, lr: 4.26e-04
2022-08-25 01:43:59,553 INFO [train.py:927] (7/8) Epoch 8, batch 18450, giga_loss[loss=0.2124, simple_loss=0.2948, pruned_loss=0.06498, over 12441.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04615, over 161.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2962, pruned_loss=0.06101, over 2477471.61 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06165, over 23013.48 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3062, pruned_loss=0.07715, over 2468937.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.05629, over 7923.64 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2958, pruned_loss=0.05926, over 2478402.80 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06249, over 24937.07 utterances.], batch size: 161, lr: 4.26e-04
2022-08-25 01:46:00,077 INFO [train.py:927] (7/8) Epoch 8, batch 18500, giga_loss[loss=0.2421, simple_loss=0.3181, pruned_loss=0.08303, over 12365.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02899, over 91.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.296, pruned_loss=0.06226, over 2476743.86 frames. utt_duration=438.1 frames, utt_pad_proportion=0.06336, over 22677.65 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3056, pruned_loss=0.07692, over 2468806.82 frames. utt_duration=1243 frames, utt_pad_proportion=0.05937, over 7951.47 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2958, pruned_loss=0.06033, over 2478019.28 frames. utt_duration=399 frames, utt_pad_proportion=0.06299, over 24914.62 utterances.], batch size: 91, lr: 4.26e-04
2022-08-25 01:48:13,538 INFO [train.py:927] (7/8) Epoch 8, batch 18550, giga_loss[loss=0.2168, simple_loss=0.3022, pruned_loss=0.06575, over 12430.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.02705, over 80.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2977, pruned_loss=0.06223, over 2476778.42 frames. utt_duration=441.6 frames, utt_pad_proportion=0.06359, over 22494.97 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3054, pruned_loss=0.07679, over 2468756.33 frames. utt_duration=1245 frames, utt_pad_proportion=0.05848, over 7940.59 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2975, pruned_loss=0.06056, over 2477958.73 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06354, over 24526.12 utterances.], batch size: 80, lr: 4.26e-04
2022-08-25 01:50:27,210 INFO [train.py:927] (7/8) Epoch 8, batch 18600, libri_loss[loss=0.2577, simple_loss=0.3294, pruned_loss=0.09297, over 12396.00 frames. utt_duration=955 frames, utt_pad_proportion=0.07278, over 52.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2966, pruned_loss=0.06149, over 2477310.25 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06369, over 22845.10 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3055, pruned_loss=0.07674, over 2468524.17 frames. utt_duration=1248 frames, utt_pad_proportion=0.057, over 7924.59 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.296, pruned_loss=0.05964, over 2478730.08 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06409, over 25012.00 utterances.], batch size: 52, lr: 4.26e-04
2022-08-25 01:52:33,475 INFO [train.py:927] (7/8) Epoch 8, batch 18650, giga_loss[loss=0.1662, simple_loss=0.2492, pruned_loss=0.04155, over 12381.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1931, over 364.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2924, pruned_loss=0.06085, over 2477148.67 frames. utt_duration=432.1 frames, utt_pad_proportion=0.0659, over 22994.24 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.305, pruned_loss=0.07656, over 2468271.58 frames. utt_duration=1253 frames, utt_pad_proportion=0.05588, over 7886.45 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2921, pruned_loss=0.0591, over 2478739.79 frames. utt_duration=395.2 frames, utt_pad_proportion=0.0664, over 25163.51 utterances.], batch size: 364, lr: 4.26e-04
2022-08-25 01:54:24,424 INFO [train.py:927] (7/8) Epoch 8, batch 18700, giga_loss[loss=0.1963, simple_loss=0.2895, pruned_loss=0.05154, over 12389.00 frames. utt_duration=662 frames, utt_pad_proportion=0.03635, over 75.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2932, pruned_loss=0.0616, over 2477694.85 frames. utt_duration=433.9 frames, utt_pad_proportion=0.06379, over 22904.36 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3053, pruned_loss=0.07674, over 2468623.33 frames. utt_duration=1246 frames, utt_pad_proportion=0.05934, over 7937.39 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2924, pruned_loss=0.05961, over 2478910.82 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06332, over 25017.04 utterances.], batch size: 75, lr: 4.26e-04
2022-08-25 01:56:27,808 INFO [train.py:927] (7/8) Epoch 8, batch 18750, giga_loss[loss=0.192, simple_loss=0.2855, pruned_loss=0.04926, over 12433.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04667, over 161.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2922, pruned_loss=0.0609, over 2477391.19 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06999, over 24152.04 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3055, pruned_loss=0.07691, over 2468736.15 frames. utt_duration=1235 frames, utt_pad_proportion=0.06246, over 8006.33 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2909, pruned_loss=0.05875, over 2478511.33 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06851, over 26217.68 utterances.], batch size: 161, lr: 4.26e-04
2022-08-25 01:58:44,017 INFO [train.py:927] (7/8) Epoch 8, batch 18800, giga_loss[loss=0.2159, simple_loss=0.3035, pruned_loss=0.06414, over 12397.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04422, over 146.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2903, pruned_loss=0.06005, over 2477559.38 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06804, over 24293.71 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3054, pruned_loss=0.07698, over 2468672.92 frames. utt_duration=1236 frames, utt_pad_proportion=0.06219, over 7996.25 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2893, pruned_loss=0.05816, over 2478577.87 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06709, over 26076.62 utterances.], batch size: 146, lr: 4.26e-04
2022-08-25 02:00:56,615 INFO [train.py:927] (7/8) Epoch 8, batch 18850, giga_loss[loss=0.2141, simple_loss=0.2946, pruned_loss=0.06684, over 12428.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.0733, over 213.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2902, pruned_loss=0.05949, over 2477596.71 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06531, over 23919.71 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3049, pruned_loss=0.07665, over 2468486.06 frames. utt_duration=1241 frames, utt_pad_proportion=0.06128, over 7968.51 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2897, pruned_loss=0.05798, over 2478704.43 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06498, over 25625.91 utterances.], batch size: 213, lr: 4.26e-04
2022-08-25 02:02:54,203 INFO [train.py:927] (7/8) Epoch 8, batch 18900, giga_loss[loss=0.1811, simple_loss=0.275, pruned_loss=0.04357, over 12413.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07313, over 212.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2902, pruned_loss=0.05964, over 2477794.32 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06572, over 24718.56 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.305, pruned_loss=0.0766, over 2468312.45 frames. utt_duration=1243 frames, utt_pad_proportion=0.06057, over 7954.02 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2894, pruned_loss=0.05826, over 2478958.39 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06566, over 26303.49 utterances.], batch size: 212, lr: 4.26e-04
2022-08-25 02:04:57,095 INFO [train.py:927] (7/8) Epoch 8, batch 18950, giga_loss[loss=0.2169, simple_loss=0.3055, pruned_loss=0.06418, over 12252.00 frames. utt_duration=961.9 frames, utt_pad_proportion=0.04096, over 51.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2927, pruned_loss=0.05905, over 2477592.96 frames. utt_duration=404 frames, utt_pad_proportion=0.06566, over 24603.41 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3056, pruned_loss=0.07669, over 2468544.77 frames. utt_duration=1244 frames, utt_pad_proportion=0.06008, over 7946.50 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2914, pruned_loss=0.05776, over 2478392.43 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06574, over 25995.68 utterances.], batch size: 51, lr: 4.26e-04
2022-08-25 02:06:58,013 INFO [train.py:927] (7/8) Epoch 8, batch 19000, giga_loss[loss=0.2029, simple_loss=0.2929, pruned_loss=0.05641, over 12431.00 frames. utt_duration=372.1 frames, utt_pad_proportion=0.04587, over 134.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2942, pruned_loss=0.05958, over 2477713.86 frames. utt_duration=405 frames, utt_pad_proportion=0.06459, over 24544.29 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3062, pruned_loss=0.07714, over 2468461.79 frames. utt_duration=1231 frames, utt_pad_proportion=0.06413, over 8031.22 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2925, pruned_loss=0.05789, over 2478528.15 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06353, over 25786.24 utterances.], batch size: 134, lr: 4.26e-04
2022-08-25 02:09:00,566 INFO [train.py:927] (7/8) Epoch 8, batch 19050, giga_loss[loss=0.1994, simple_loss=0.2866, pruned_loss=0.05608, over 12421.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04749, over 161.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2934, pruned_loss=0.05952, over 2477250.82 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06989, over 25483.37 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3067, pruned_loss=0.07743, over 2468411.79 frames. utt_duration=1220 frames, utt_pad_proportion=0.06753, over 8101.27 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2912, pruned_loss=0.05745, over 2478162.69 frames. utt_duration=370.7 frames, utt_pad_proportion=0.0679, over 26829.07 utterances.], batch size: 161, lr: 4.25e-04
2022-08-25 02:11:02,281 INFO [train.py:927] (7/8) Epoch 8, batch 19100, giga_loss[loss=0.1852, simple_loss=0.2841, pruned_loss=0.04314, over 12313.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.03318, over 70.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2913, pruned_loss=0.05889, over 2477210.09 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06901, over 24901.59 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3065, pruned_loss=0.07729, over 2468464.44 frames. utt_duration=1224 frames, utt_pad_proportion=0.06682, over 8077.92 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2896, pruned_loss=0.05714, over 2477984.06 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06763, over 26212.21 utterances.], batch size: 70, lr: 4.25e-04
2022-08-25 02:13:09,676 INFO [train.py:927] (7/8) Epoch 8, batch 19150, giga_loss[loss=0.2172, simple_loss=0.2998, pruned_loss=0.06734, over 12418.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07719, over 213.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2925, pruned_loss=0.05913, over 2477272.40 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06682, over 24491.95 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.306, pruned_loss=0.07697, over 2468310.14 frames. utt_duration=1231 frames, utt_pad_proportion=0.06543, over 8032.22 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2912, pruned_loss=0.05752, over 2478255.65 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06623, over 26020.32 utterances.], batch size: 213, lr: 4.25e-04
2022-08-25 02:15:05,537 INFO [train.py:927] (7/8) Epoch 8, batch 19200, giga_loss[loss=0.2122, simple_loss=0.2992, pruned_loss=0.06259, over 12369.00 frames. utt_duration=619.8 frames, utt_pad_proportion=0.03164, over 80.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2938, pruned_loss=0.0603, over 2477748.24 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06403, over 23882.08 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3061, pruned_loss=0.07726, over 2468435.83 frames. utt_duration=1235 frames, utt_pad_proportion=0.06421, over 8003.67 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2923, pruned_loss=0.05834, over 2478614.40 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06405, over 25490.58 utterances.], batch size: 80, lr: 4.25e-04
2022-08-25 02:17:07,503 INFO [train.py:927] (7/8) Epoch 8, batch 19250, giga_loss[loss=0.215, simple_loss=0.3031, pruned_loss=0.06346, over 12378.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03067, over 58.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2955, pruned_loss=0.06098, over 2477449.85 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06664, over 23825.28 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3059, pruned_loss=0.07706, over 2468412.39 frames. utt_duration=1236 frames, utt_pad_proportion=0.06365, over 7998.40 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2942, pruned_loss=0.05915, over 2478387.03 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06669, over 25550.13 utterances.], batch size: 58, lr: 4.25e-04
2022-08-25 02:19:23,299 INFO [train.py:927] (7/8) Epoch 8, batch 19300, libri_loss[loss=0.1988, simple_loss=0.2902, pruned_loss=0.0537, over 12392.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006944, over 31.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2946, pruned_loss=0.06097, over 2477874.76 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07087, over 24765.14 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3058, pruned_loss=0.07665, over 2468395.73 frames. utt_duration=1241 frames, utt_pad_proportion=0.06287, over 7963.63 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2934, pruned_loss=0.05962, over 2478809.56 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07094, over 26481.41 utterances.], batch size: 31, lr: 4.25e-04
2022-08-25 02:21:18,539 INFO [train.py:927] (7/8) Epoch 8, batch 19350, giga_loss[loss=0.2304, simple_loss=0.3045, pruned_loss=0.07813, over 12368.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03273, over 104.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2936, pruned_loss=0.06063, over 2477746.39 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07089, over 25082.44 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3054, pruned_loss=0.07644, over 2467977.39 frames. utt_duration=1246 frames, utt_pad_proportion=0.06199, over 7931.63 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2929, pruned_loss=0.05946, over 2479063.32 frames. utt_duration=371.3 frames, utt_pad_proportion=0.07123, over 26795.45 utterances.], batch size: 104, lr: 4.25e-04
2022-08-25 02:23:25,479 INFO [train.py:927] (7/8) Epoch 8, batch 19400, giga_loss[loss=0.1735, simple_loss=0.2718, pruned_loss=0.03755, over 12472.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02964, over 55.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2917, pruned_loss=0.06048, over 2477147.16 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07196, over 25262.01 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3053, pruned_loss=0.07641, over 2467913.18 frames. utt_duration=1248 frames, utt_pad_proportion=0.06152, over 7921.36 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2911, pruned_loss=0.05945, over 2478313.38 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07231, over 26762.71 utterances.], batch size: 55, lr: 4.25e-04
2022-08-25 02:25:27,693 INFO [train.py:927] (7/8) Epoch 8, batch 19450, giga_loss[loss=0.2106, simple_loss=0.3099, pruned_loss=0.05563, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02393, over 45.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2926, pruned_loss=0.06027, over 2477186.15 frames. utt_duration=397.4 frames, utt_pad_proportion=0.0721, over 25011.57 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3055, pruned_loss=0.07682, over 2467780.22 frames. utt_duration=1235 frames, utt_pad_proportion=0.06488, over 7999.43 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2916, pruned_loss=0.05868, over 2478488.11 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07163, over 26597.64 utterances.], batch size: 45, lr: 4.25e-04
2022-08-25 02:27:25,241 INFO [train.py:927] (7/8) Epoch 8, batch 19500, giga_loss[loss=0.1931, simple_loss=0.2949, pruned_loss=0.04568, over 12431.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.0621, over 183.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2937, pruned_loss=0.05903, over 2477724.61 frames. utt_duration=409 frames, utt_pad_proportion=0.07112, over 24301.79 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3056, pruned_loss=0.07689, over 2468077.36 frames. utt_duration=1227 frames, utt_pad_proportion=0.06822, over 8054.71 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2926, pruned_loss=0.05742, over 2478668.95 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06996, over 25805.66 utterances.], batch size: 183, lr: 4.25e-04
2022-08-25 02:29:31,317 INFO [train.py:927] (7/8) Epoch 8, batch 19550, giga_loss[loss=0.2234, simple_loss=0.3015, pruned_loss=0.07265, over 12374.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.02901, over 85.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2941, pruned_loss=0.05893, over 2477654.26 frames. utt_duration=410.5 frames, utt_pad_proportion=0.07137, over 24213.16 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.306, pruned_loss=0.0771, over 2468133.38 frames. utt_duration=1229 frames, utt_pad_proportion=0.06747, over 8043.42 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2927, pruned_loss=0.05707, over 2478573.72 frames. utt_duration=385.5 frames, utt_pad_proportion=0.0707, over 25796.24 utterances.], batch size: 85, lr: 4.25e-04
2022-08-25 02:31:47,298 INFO [train.py:927] (7/8) Epoch 8, batch 19600, giga_loss[loss=0.2093, simple_loss=0.3035, pruned_loss=0.05757, over 12355.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03182, over 51.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2956, pruned_loss=0.05856, over 2478410.80 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06835, over 24299.34 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3069, pruned_loss=0.077, over 2468558.23 frames. utt_duration=1223 frames, utt_pad_proportion=0.06807, over 8081.59 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2934, pruned_loss=0.05682, over 2478926.39 frames. utt_duration=385 frames, utt_pad_proportion=0.06781, over 25834.71 utterances.], batch size: 51, lr: 4.25e-04
2022-08-25 02:34:00,738 INFO [train.py:927] (7/8) Epoch 8, batch 19650, giga_loss[loss=0.2169, simple_loss=0.3094, pruned_loss=0.06227, over 12435.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03268, over 75.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2985, pruned_loss=0.0593, over 2477703.08 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06523, over 23614.16 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3079, pruned_loss=0.07669, over 2468449.41 frames. utt_duration=1231 frames, utt_pad_proportion=0.06641, over 8033.26 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2955, pruned_loss=0.05763, over 2478518.56 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06543, over 25396.46 utterances.], batch size: 75, lr: 4.25e-04
2022-08-25 02:36:16,962 INFO [train.py:927] (7/8) Epoch 8, batch 19700, giga_loss[loss=0.1811, simple_loss=0.2636, pruned_loss=0.04926, over 12354.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04519, over 37.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2985, pruned_loss=0.0598, over 2477328.88 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06871, over 23769.92 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3081, pruned_loss=0.0768, over 2468523.36 frames. utt_duration=1230 frames, utt_pad_proportion=0.06571, over 8034.79 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2959, pruned_loss=0.05813, over 2478023.13 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06888, over 25394.65 utterances.], batch size: 37, lr: 4.25e-04
2022-08-25 02:38:33,517 INFO [train.py:927] (7/8) Epoch 8, batch 19750, giga_loss[loss=0.2078, simple_loss=0.3037, pruned_loss=0.05599, over 12446.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04741, over 147.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2967, pruned_loss=0.05904, over 2478077.35 frames. utt_duration=431.5 frames, utt_pad_proportion=0.06404, over 23033.58 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.308, pruned_loss=0.07676, over 2468789.41 frames. utt_duration=1231 frames, utt_pad_proportion=0.06422, over 8030.47 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2944, pruned_loss=0.0572, over 2478673.84 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06492, over 24837.82 utterances.], batch size: 147, lr: 4.25e-04
2022-08-25 02:40:33,534 INFO [train.py:927] (7/8) Epoch 8, batch 19800, giga_loss[loss=0.2244, simple_loss=0.3053, pruned_loss=0.07172, over 12372.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02708, over 91.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2959, pruned_loss=0.05871, over 2477552.51 frames. utt_duration=430.6 frames, utt_pad_proportion=0.06347, over 23077.51 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3081, pruned_loss=0.07685, over 2468710.74 frames. utt_duration=1232 frames, utt_pad_proportion=0.06371, over 8022.18 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2938, pruned_loss=0.05702, over 2478162.62 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06435, over 24629.81 utterances.], batch size: 91, lr: 4.25e-04
2022-08-25 02:42:26,936 INFO [train.py:927] (7/8) Epoch 8, batch 19850, giga_loss[loss=0.2106, simple_loss=0.2823, pruned_loss=0.06945, over 12357.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1825, over 359.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2972, pruned_loss=0.05982, over 2477130.30 frames. utt_duration=432.2 frames, utt_pad_proportion=0.06761, over 22986.18 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3079, pruned_loss=0.07691, over 2468388.06 frames. utt_duration=1227 frames, utt_pad_proportion=0.06608, over 8058.79 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2954, pruned_loss=0.05787, over 2478169.34 frames. utt_duration=403 frames, utt_pad_proportion=0.06743, over 24668.68 utterances.], batch size: 359, lr: 4.25e-04
2022-08-25 02:44:15,458 INFO [train.py:927] (7/8) Epoch 8, batch 19900, giga_loss[loss=0.201, simple_loss=0.2965, pruned_loss=0.05272, over 12434.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04192, over 114.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2961, pruned_loss=0.06059, over 2477157.72 frames. utt_duration=431.9 frames, utt_pad_proportion=0.06824, over 23004.84 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3078, pruned_loss=0.07704, over 2468167.36 frames. utt_duration=1219 frames, utt_pad_proportion=0.06879, over 8110.99 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2942, pruned_loss=0.05817, over 2478549.39 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06722, over 24930.99 utterances.], batch size: 114, lr: 4.25e-04
2022-08-25 02:46:09,047 INFO [train.py:927] (7/8) Epoch 8, batch 19950, giga_loss[loss=0.2152, simple_loss=0.3141, pruned_loss=0.05816, over 12372.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03204, over 62.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2976, pruned_loss=0.06142, over 2477051.57 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06865, over 23302.81 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3076, pruned_loss=0.07695, over 2468183.15 frames. utt_duration=1221 frames, utt_pad_proportion=0.06831, over 8092.93 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2961, pruned_loss=0.05944, over 2478220.01 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06796, over 24965.60 utterances.], batch size: 62, lr: 4.25e-04
2022-08-25 02:47:54,542 INFO [train.py:927] (7/8) Epoch 8, batch 20000, giga_loss[loss=0.2278, simple_loss=0.3167, pruned_loss=0.06944, over 12421.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03879, over 133.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3042, pruned_loss=0.06541, over 2476881.63 frames. utt_duration=430.6 frames, utt_pad_proportion=0.06825, over 23078.36 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3076, pruned_loss=0.07705, over 2468606.69 frames. utt_duration=1217 frames, utt_pad_proportion=0.06861, over 8124.26 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3029, pruned_loss=0.06344, over 2477642.89 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06764, over 24701.21 utterances.], batch size: 133, lr: 4.24e-04
2022-08-25 02:49:37,559 INFO [train.py:927] (7/8) Epoch 8, batch 20050, giga_loss[loss=0.1848, simple_loss=0.2777, pruned_loss=0.046, over 12346.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04205, over 113.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3013, pruned_loss=0.06513, over 2476384.35 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07227, over 22441.33 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3073, pruned_loss=0.07689, over 2468848.31 frames. utt_duration=1221 frames, utt_pad_proportion=0.06763, over 8096.06 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.3005, pruned_loss=0.06352, over 2476923.84 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07184, over 24009.73 utterances.], batch size: 113, lr: 4.24e-04
2022-08-25 02:51:19,224 INFO [train.py:927] (7/8) Epoch 8, batch 20100, giga_loss[loss=0.2045, simple_loss=0.2836, pruned_loss=0.06266, over 12391.00 frames. utt_duration=478 frames, utt_pad_proportion=0.03231, over 104.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2952, pruned_loss=0.06331, over 2475988.20 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07277, over 22330.90 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3072, pruned_loss=0.07693, over 2468928.22 frames. utt_duration=1225 frames, utt_pad_proportion=0.06613, over 8072.38 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2944, pruned_loss=0.06166, over 2476525.61 frames. utt_duration=414.1 frames, utt_pad_proportion=0.07293, over 23995.90 utterances.], batch size: 104, lr: 4.24e-04
2022-08-25 02:53:04,065 INFO [train.py:927] (7/8) Epoch 8, batch 20150, giga_loss[loss=0.163, simple_loss=0.2493, pruned_loss=0.03838, over 12380.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02626, over 66.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2875, pruned_loss=0.06043, over 2475897.03 frames. utt_duration=460.5 frames, utt_pad_proportion=0.073, over 21570.36 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3074, pruned_loss=0.07696, over 2468524.42 frames. utt_duration=1217 frames, utt_pad_proportion=0.06951, over 8124.35 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2863, pruned_loss=0.05882, over 2476820.40 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07211, over 23096.79 utterances.], batch size: 66, lr: 4.24e-04
2022-08-25 02:54:48,513 INFO [train.py:927] (7/8) Epoch 8, batch 20200, giga_loss[loss=0.182, simple_loss=0.258, pruned_loss=0.05297, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2815, pruned_loss=0.05834, over 2476165.30 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07195, over 20983.88 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3073, pruned_loss=0.07687, over 2468675.01 frames. utt_duration=1219 frames, utt_pad_proportion=0.06901, over 8110.12 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2805, pruned_loss=0.057, over 2476821.60 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07144, over 22316.13 utterances.], batch size: 70, lr: 4.24e-04
2022-08-25 02:56:32,136 INFO [train.py:927] (7/8) Epoch 8, batch 20250, libri_loss[loss=0.2704, simple_loss=0.3312, pruned_loss=0.1048, over 12312.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007131, over 36.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.277, pruned_loss=0.05698, over 2475292.24 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06947, over 20596.10 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3077, pruned_loss=0.0774, over 2468815.39 frames. utt_duration=1220 frames, utt_pad_proportion=0.06795, over 8104.48 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2751, pruned_loss=0.05492, over 2475856.50 frames. utt_duration=452.1 frames, utt_pad_proportion=0.06958, over 21973.80 utterances.], batch size: 36, lr: 4.24e-04
2022-08-25 02:58:15,206 INFO [train.py:927] (7/8) Epoch 8, batch 20300, giga_loss[loss=0.1714, simple_loss=0.2528, pruned_loss=0.04499, over 12360.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03382, over 122.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2711, pruned_loss=0.05438, over 2474392.06 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06652, over 19698.85 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3075, pruned_loss=0.07735, over 2468758.81 frames. utt_duration=1221 frames, utt_pad_proportion=0.06755, over 8098.49 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2695, pruned_loss=0.0526, over 2474924.80 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06691, over 20893.34 utterances.], batch size: 122, lr: 4.24e-04
2022-08-25 02:59:59,528 INFO [train.py:927] (7/8) Epoch 8, batch 20350, giga_loss[loss=0.1906, simple_loss=0.2626, pruned_loss=0.05933, over 12371.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.2667, pruned_loss=0.05295, over 2474151.70 frames. utt_duration=495 frames, utt_pad_proportion=0.07187, over 20052.13 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3078, pruned_loss=0.0776, over 2468796.31 frames. utt_duration=1212 frames, utt_pad_proportion=0.07075, over 8154.85 utterances.], giga_tot_loss[loss=0.1832, simple_loss=0.2646, pruned_loss=0.05094, over 2474628.06 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07095, over 21159.66 utterances.], batch size: 91, lr: 4.24e-04
2022-08-25 03:01:44,196 INFO [train.py:927] (7/8) Epoch 8, batch 20400, giga_loss[loss=0.2149, simple_loss=0.2756, pruned_loss=0.07709, over 12391.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1106, over 260.00 utterances.], tot_loss[loss=0.1821, simple_loss=0.2621, pruned_loss=0.05101, over 2474176.28 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07163, over 19865.62 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3076, pruned_loss=0.07749, over 2468800.17 frames. utt_duration=1214 frames, utt_pad_proportion=0.06995, over 8143.62 utterances.], giga_tot_loss[loss=0.1792, simple_loss=0.26, pruned_loss=0.0492, over 2474623.33 frames. utt_duration=475 frames, utt_pad_proportion=0.0712, over 20904.10 utterances.], batch size: 260, lr: 4.24e-04
2022-08-25 03:03:29,004 INFO [train.py:927] (7/8) Epoch 8, batch 20450, giga_loss[loss=0.24, simple_loss=0.322, pruned_loss=0.07893, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03939, over 133.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2705, pruned_loss=0.05506, over 2474242.89 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06827, over 19675.76 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3076, pruned_loss=0.07764, over 2468916.96 frames. utt_duration=1205 frames, utt_pad_proportion=0.07382, over 8206.62 utterances.], giga_tot_loss[loss=0.187, simple_loss=0.268, pruned_loss=0.05303, over 2474586.20 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0667, over 20652.57 utterances.], batch size: 133, lr: 4.24e-04
2022-08-25 03:05:12,489 INFO [train.py:927] (7/8) Epoch 8, batch 20500, libri_loss[loss=0.2522, simple_loss=0.3234, pruned_loss=0.09045, over 12424.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02182, over 43.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2819, pruned_loss=0.06057, over 2474988.87 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06411, over 18995.31 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3075, pruned_loss=0.0776, over 2469321.63 frames. utt_duration=1203 frames, utt_pad_proportion=0.07304, over 8223.24 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.279, pruned_loss=0.05835, over 2475081.05 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06316, over 20127.05 utterances.], batch size: 43, lr: 4.24e-04
2022-08-25 03:06:57,813 INFO [train.py:927] (7/8) Epoch 8, batch 20550, giga_loss[loss=0.2324, simple_loss=0.315, pruned_loss=0.07485, over 12362.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2879, pruned_loss=0.06237, over 2474381.11 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06464, over 19027.53 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3073, pruned_loss=0.07751, over 2469276.51 frames. utt_duration=1205 frames, utt_pad_proportion=0.07247, over 8204.97 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2855, pruned_loss=0.06049, over 2474573.87 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06401, over 20076.69 utterances.], batch size: 258, lr: 4.24e-04
2022-08-25 03:08:41,583 INFO [train.py:927] (7/8) Epoch 8, batch 20600, giga_loss[loss=0.2116, simple_loss=0.2976, pruned_loss=0.06278, over 12325.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02489, over 45.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2908, pruned_loss=0.06342, over 2473730.58 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06832, over 19332.83 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3068, pruned_loss=0.07722, over 2469155.60 frames. utt_duration=1212 frames, utt_pad_proportion=0.07102, over 8158.42 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2888, pruned_loss=0.06178, over 2474106.93 frames. utt_duration=484 frames, utt_pad_proportion=0.06812, over 20508.04 utterances.], batch size: 45, lr: 4.24e-04
2022-08-25 03:10:25,437 INFO [train.py:927] (7/8) Epoch 8, batch 20650, giga_loss[loss=0.2224, simple_loss=0.3051, pruned_loss=0.06985, over 12380.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02705, over 48.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2968, pruned_loss=0.06591, over 2473137.53 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06583, over 18339.46 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3089, pruned_loss=0.07773, over 2469025.86 frames. utt_duration=1216 frames, utt_pad_proportion=0.06996, over 8129.46 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2931, pruned_loss=0.06392, over 2473601.09 frames. utt_duration=509.3 frames, utt_pad_proportion=0.0662, over 19483.32 utterances.], batch size: 48, lr: 4.24e-04
2022-08-25 03:12:10,724 INFO [train.py:927] (7/8) Epoch 8, batch 20700, giga_loss[loss=0.2408, simple_loss=0.3321, pruned_loss=0.07481, over 12432.00 frames. utt_duration=712 frames, utt_pad_proportion=0.02328, over 70.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3014, pruned_loss=0.06778, over 2473595.05 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06677, over 18362.04 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3095, pruned_loss=0.07835, over 2468908.93 frames. utt_duration=1200 frames, utt_pad_proportion=0.07513, over 8242.10 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2976, pruned_loss=0.0653, over 2474203.72 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06516, over 19508.54 utterances.], batch size: 70, lr: 4.24e-04
2022-08-25 03:13:52,021 INFO [train.py:927] (7/8) Epoch 8, batch 20750, giga_loss[loss=0.2054, simple_loss=0.2938, pruned_loss=0.05848, over 12392.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04388, over 146.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3031, pruned_loss=0.0681, over 2473582.28 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06261, over 17867.82 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.309, pruned_loss=0.07818, over 2468938.35 frames. utt_duration=1201 frames, utt_pad_proportion=0.07385, over 8234.58 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3003, pruned_loss=0.06582, over 2474280.10 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06184, over 19214.12 utterances.], batch size: 146, lr: 4.24e-04
2022-08-25 03:15:35,315 INFO [train.py:927] (7/8) Epoch 8, batch 20800, giga_loss[loss=0.1998, simple_loss=0.2978, pruned_loss=0.0509, over 12431.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04498, over 31.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3044, pruned_loss=0.06777, over 2474006.27 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06412, over 17836.21 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3092, pruned_loss=0.07831, over 2468951.87 frames. utt_duration=1190 frames, utt_pad_proportion=0.07749, over 8311.85 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.302, pruned_loss=0.06578, over 2474583.54 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06197, over 18914.97 utterances.], batch size: 31, lr: 4.24e-04
2022-08-25 03:17:19,470 INFO [train.py:927] (7/8) Epoch 8, batch 20850, giga_loss[loss=0.2356, simple_loss=0.3097, pruned_loss=0.08074, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03194, over 80.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3047, pruned_loss=0.06743, over 2473806.12 frames. utt_duration=578.5 frames, utt_pad_proportion=0.05858, over 17148.52 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3093, pruned_loss=0.07843, over 2468918.43 frames. utt_duration=1190 frames, utt_pad_proportion=0.07664, over 8310.33 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3026, pruned_loss=0.06548, over 2474404.15 frames. utt_duration=544.8 frames, utt_pad_proportion=0.05724, over 18216.90 utterances.], batch size: 80, lr: 4.24e-04
2022-08-25 03:19:01,870 INFO [train.py:927] (7/8) Epoch 8, batch 20900, giga_loss[loss=0.2425, simple_loss=0.3274, pruned_loss=0.07881, over 12409.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.02766, over 62.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3072, pruned_loss=0.07077, over 2473670.41 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06373, over 17002.49 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3094, pruned_loss=0.07859, over 2468950.77 frames. utt_duration=1185 frames, utt_pad_proportion=0.07903, over 8344.80 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3052, pruned_loss=0.06878, over 2474280.53 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06124, over 18111.83 utterances.], batch size: 62, lr: 4.24e-04
2022-08-25 03:20:45,271 INFO [train.py:927] (7/8) Epoch 8, batch 20950, giga_loss[loss=0.2329, simple_loss=0.3072, pruned_loss=0.07925, over 12436.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03208, over 80.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3066, pruned_loss=0.07158, over 2473733.64 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06988, over 17207.77 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3096, pruned_loss=0.07864, over 2469013.09 frames. utt_duration=1178 frames, utt_pad_proportion=0.08115, over 8396.96 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3048, pruned_loss=0.06972, over 2474314.78 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06661, over 18326.27 utterances.], batch size: 80, lr: 4.24e-04
2022-08-25 03:22:30,829 INFO [train.py:927] (7/8) Epoch 8, batch 21000, giga_loss[loss=0.2325, simple_loss=0.3151, pruned_loss=0.07492, over 12415.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03725, over 113.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3059, pruned_loss=0.07156, over 2473645.77 frames. utt_duration=557.9 frames, utt_pad_proportion=0.07189, over 17783.75 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3087, pruned_loss=0.07818, over 2468911.76 frames. utt_duration=1185 frames, utt_pad_proportion=0.07925, over 8348.01 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3052, pruned_loss=0.07025, over 2474305.62 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06986, over 18998.37 utterances.], batch size: 113, lr: 4.23e-04
2022-08-25 03:22:30,830 INFO [train.py:958] (7/8) Computing validation loss
2022-08-25 03:22:45,694 INFO [train.py:967] (7/8) 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 03:24:31,500 INFO [train.py:927] (7/8) Epoch 8, batch 21050, giga_loss[loss=0.1862, simple_loss=0.2658, pruned_loss=0.05325, over 12257.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02815, over 54.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3035, pruned_loss=0.07027, over 2472744.84 frames. utt_duration=563.1 frames, utt_pad_proportion=0.0676, over 17612.83 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3086, pruned_loss=0.07825, over 2469024.98 frames. utt_duration=1188 frames, utt_pad_proportion=0.07838, over 8322.94 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3029, pruned_loss=0.06907, over 2473235.74 frames. utt_duration=530.1 frames, utt_pad_proportion=0.0665, over 18714.07 utterances.], batch size: 54, lr: 4.23e-04
2022-08-25 03:26:16,832 INFO [train.py:927] (7/8) Epoch 8, batch 21100, giga_loss[loss=0.191, simple_loss=0.2728, pruned_loss=0.05458, over 12470.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02966, over 55.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3003, pruned_loss=0.06864, over 2473128.87 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06783, over 17815.59 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3087, pruned_loss=0.078, over 2469066.65 frames. utt_duration=1196 frames, utt_pad_proportion=0.07612, over 8266.22 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2994, pruned_loss=0.06756, over 2473622.06 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06774, over 19117.08 utterances.], batch size: 55, lr: 4.23e-04
2022-08-25 03:28:02,084 INFO [train.py:927] (7/8) Epoch 8, batch 21150, giga_loss[loss=0.1981, simple_loss=0.2803, pruned_loss=0.058, over 12454.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03051, over 80.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2965, pruned_loss=0.06674, over 2473692.24 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06905, over 18310.07 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.309, pruned_loss=0.07821, over 2469153.82 frames. utt_duration=1183 frames, utt_pad_proportion=0.08043, over 8360.92 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2954, pruned_loss=0.06558, over 2474053.59 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06721, over 19380.19 utterances.], batch size: 80, lr: 4.23e-04
2022-08-25 03:29:48,035 INFO [train.py:927] (7/8) Epoch 8, batch 21200, giga_loss[loss=0.2025, simple_loss=0.2878, pruned_loss=0.05861, over 12404.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02579, over 70.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2951, pruned_loss=0.06586, over 2472854.72 frames. utt_duration=566.9 frames, utt_pad_proportion=0.0634, over 17493.63 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3087, pruned_loss=0.07812, over 2469198.62 frames. utt_duration=1186 frames, utt_pad_proportion=0.07991, over 8337.38 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2944, pruned_loss=0.06492, over 2473127.60 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06232, over 18435.12 utterances.], batch size: 70, lr: 4.23e-04
2022-08-25 03:31:29,069 INFO [train.py:927] (7/8) Epoch 8, batch 21250, giga_loss[loss=0.2044, simple_loss=0.2852, pruned_loss=0.06181, over 12371.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03077, over 62.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2925, pruned_loss=0.06516, over 2472797.13 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06155, over 16825.42 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3087, pruned_loss=0.07815, over 2469113.51 frames. utt_duration=1189 frames, utt_pad_proportion=0.07902, over 8318.45 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2918, pruned_loss=0.06422, over 2473113.04 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06104, over 17705.17 utterances.], batch size: 62, lr: 4.23e-04
2022-08-25 03:33:13,892 INFO [train.py:927] (7/8) Epoch 8, batch 21300, giga_loss[loss=0.2015, simple_loss=0.2805, pruned_loss=0.06124, over 12425.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04225, over 146.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2887, pruned_loss=0.06363, over 2472679.40 frames. utt_duration=601.2 frames, utt_pad_proportion=0.05688, over 16492.46 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3085, pruned_loss=0.07806, over 2469077.15 frames. utt_duration=1191 frames, utt_pad_proportion=0.07845, over 8300.32 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2882, pruned_loss=0.06285, over 2472988.31 frames. utt_duration=573.9 frames, utt_pad_proportion=0.05686, over 17280.82 utterances.], batch size: 146, lr: 4.23e-04
2022-08-25 03:34:56,144 INFO [train.py:927] (7/8) Epoch 8, batch 21350, giga_loss[loss=0.1869, simple_loss=0.2637, pruned_loss=0.05505, over 12452.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03576, over 43.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.287, pruned_loss=0.06329, over 2473231.33 frames. utt_duration=583 frames, utt_pad_proportion=0.05489, over 17013.91 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3087, pruned_loss=0.07822, over 2469018.38 frames. utt_duration=1196 frames, utt_pad_proportion=0.07697, over 8267.23 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2859, pruned_loss=0.06221, over 2473607.32 frames. utt_duration=555.8 frames, utt_pad_proportion=0.05536, over 17849.81 utterances.], batch size: 43, lr: 4.23e-04
2022-08-25 03:36:39,472 INFO [train.py:927] (7/8) Epoch 8, batch 21400, libri_loss[loss=0.1868, simple_loss=0.2556, pruned_loss=0.05902, over 12262.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01058, over 28.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2836, pruned_loss=0.06151, over 2472102.73 frames. utt_duration=617.8 frames, utt_pad_proportion=0.05535, over 16045.69 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3083, pruned_loss=0.07786, over 2469226.22 frames. utt_duration=1195 frames, utt_pad_proportion=0.07836, over 8278.44 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2822, pruned_loss=0.06039, over 2472340.62 frames. utt_duration=582.2 frames, utt_pad_proportion=0.05486, over 17029.08 utterances.], batch size: 28, lr: 4.23e-04
2022-08-25 03:38:22,831 INFO [train.py:927] (7/8) Epoch 8, batch 21450, giga_loss[loss=0.1701, simple_loss=0.2472, pruned_loss=0.04651, over 12229.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03821, over 28.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2815, pruned_loss=0.06074, over 2472319.71 frames. utt_duration=608.4 frames, utt_pad_proportion=0.05533, over 16295.08 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3084, pruned_loss=0.07795, over 2469388.73 frames. utt_duration=1196 frames, utt_pad_proportion=0.07775, over 8269.69 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.28, pruned_loss=0.05961, over 2472376.35 frames. utt_duration=578 frames, utt_pad_proportion=0.05514, over 17154.27 utterances.], batch size: 28, lr: 4.23e-04
2022-08-25 03:40:16,488 INFO [train.py:927] (7/8) Epoch 8, batch 21500, giga_loss[loss=0.1903, simple_loss=0.2698, pruned_loss=0.0554, over 12440.00 frames. utt_duration=859.3 frames, utt_pad_proportion=0.02578, over 58.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2827, pruned_loss=0.06174, over 2472427.48 frames. utt_duration=633.5 frames, utt_pad_proportion=0.05238, over 15649.44 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.308, pruned_loss=0.07788, over 2469013.68 frames. utt_duration=1203 frames, utt_pad_proportion=0.07609, over 8223.29 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2812, pruned_loss=0.06043, over 2472896.50 frames. utt_duration=598 frames, utt_pad_proportion=0.05285, over 16582.29 utterances.], batch size: 58, lr: 4.23e-04
2022-08-25 03:42:02,081 INFO [train.py:927] (7/8) Epoch 8, batch 21550, giga_loss[loss=0.2218, simple_loss=0.2966, pruned_loss=0.07349, over 12422.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03481, over 37.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2886, pruned_loss=0.06516, over 2472492.24 frames. utt_duration=633.7 frames, utt_pad_proportion=0.05073, over 15644.02 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3084, pruned_loss=0.07817, over 2469060.61 frames. utt_duration=1201 frames, utt_pad_proportion=0.0755, over 8236.17 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2865, pruned_loss=0.06354, over 2472920.58 frames. utt_duration=599.3 frames, utt_pad_proportion=0.0512, over 16545.40 utterances.], batch size: 37, lr: 4.23e-04
2022-08-25 03:43:48,110 INFO [train.py:927] (7/8) Epoch 8, batch 21600, giga_loss[loss=0.2578, simple_loss=0.3415, pruned_loss=0.087, over 12428.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.0429, over 31.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2948, pruned_loss=0.06783, over 2472375.64 frames. utt_duration=621.3 frames, utt_pad_proportion=0.04977, over 15955.00 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3086, pruned_loss=0.07824, over 2468907.05 frames. utt_duration=1203 frames, utt_pad_proportion=0.07437, over 8216.66 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2927, pruned_loss=0.06628, over 2472927.61 frames. utt_duration=589.1 frames, utt_pad_proportion=0.05049, over 16833.55 utterances.], batch size: 31, lr: 4.23e-04
2022-08-25 03:45:32,368 INFO [train.py:927] (7/8) Epoch 8, batch 21650, giga_loss[loss=0.3217, simple_loss=0.3873, pruned_loss=0.128, over 12382.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05198, over 161.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.301, pruned_loss=0.07007, over 2472751.50 frames. utt_duration=616.4 frames, utt_pad_proportion=0.04778, over 16086.17 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3088, pruned_loss=0.07829, over 2468970.64 frames. utt_duration=1206 frames, utt_pad_proportion=0.07321, over 8200.40 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.2989, pruned_loss=0.06864, over 2473206.20 frames. utt_duration=585.8 frames, utt_pad_proportion=0.04875, over 16930.71 utterances.], batch size: 161, lr: 4.23e-04
2022-08-25 03:47:13,436 INFO [train.py:927] (7/8) Epoch 8, batch 21700, giga_loss[loss=0.236, simple_loss=0.3219, pruned_loss=0.07509, over 12453.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.0408, over 31.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.303, pruned_loss=0.07059, over 2473003.94 frames. utt_duration=575.9 frames, utt_pad_proportion=0.05825, over 17220.68 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3097, pruned_loss=0.07877, over 2468750.93 frames. utt_duration=1200 frames, utt_pad_proportion=0.07514, over 8241.07 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3004, pruned_loss=0.06876, over 2473677.16 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05761, over 18144.78 utterances.], batch size: 31, lr: 4.23e-04
2022-08-25 03:48:56,542 INFO [train.py:927] (7/8) Epoch 8, batch 21750, giga_loss[loss=0.2038, simple_loss=0.2939, pruned_loss=0.05684, over 12469.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03287, over 86.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3018, pruned_loss=0.06845, over 2473392.28 frames. utt_duration=589.6 frames, utt_pad_proportion=0.0609, over 16822.50 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.31, pruned_loss=0.0788, over 2468910.90 frames. utt_duration=1201 frames, utt_pad_proportion=0.07461, over 8233.70 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2994, pruned_loss=0.06691, over 2473825.63 frames. utt_duration=562.8 frames, utt_pad_proportion=0.0604, over 17627.71 utterances.], batch size: 86, lr: 4.23e-04
2022-08-25 03:50:41,212 INFO [train.py:927] (7/8) Epoch 8, batch 21800, giga_loss[loss=0.2328, simple_loss=0.3139, pruned_loss=0.07587, over 12442.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03734, over 105.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3041, pruned_loss=0.06985, over 2473258.90 frames. utt_duration=580.7 frames, utt_pad_proportion=0.06082, over 17079.73 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3098, pruned_loss=0.07873, over 2468845.25 frames. utt_duration=1201 frames, utt_pad_proportion=0.07355, over 8236.32 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.302, pruned_loss=0.06835, over 2473789.10 frames. utt_duration=551.7 frames, utt_pad_proportion=0.0607, over 17985.98 utterances.], batch size: 105, lr: 4.23e-04
2022-08-25 03:52:24,496 INFO [train.py:927] (7/8) Epoch 8, batch 21850, giga_loss[loss=0.2326, simple_loss=0.312, pruned_loss=0.07662, over 12362.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06102, over 182.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.306, pruned_loss=0.07136, over 2473487.76 frames. utt_duration=544 frames, utt_pad_proportion=0.06811, over 18237.81 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3099, pruned_loss=0.07876, over 2468953.46 frames. utt_duration=1198 frames, utt_pad_proportion=0.07337, over 8251.57 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3043, pruned_loss=0.07005, over 2473865.52 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06778, over 19069.56 utterances.], batch size: 182, lr: 4.23e-04
2022-08-25 03:54:09,493 INFO [train.py:927] (7/8) Epoch 8, batch 21900, giga_loss[loss=0.2251, simple_loss=0.3056, pruned_loss=0.07228, over 12426.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03779, over 133.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3075, pruned_loss=0.07304, over 2473556.95 frames. utt_duration=522.2 frames, utt_pad_proportion=0.07355, over 19002.55 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3099, pruned_loss=0.07876, over 2469410.31 frames. utt_duration=1181 frames, utt_pad_proportion=0.07916, over 8377.64 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3059, pruned_loss=0.07168, over 2473633.76 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07068, over 19956.37 utterances.], batch size: 133, lr: 4.23e-04
2022-08-25 03:55:53,021 INFO [train.py:927] (7/8) Epoch 8, batch 21950, giga_loss[loss=0.2323, simple_loss=0.3184, pruned_loss=0.07309, over 12366.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03595, over 122.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3072, pruned_loss=0.07239, over 2472938.81 frames. utt_duration=564 frames, utt_pad_proportion=0.07007, over 17584.96 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3096, pruned_loss=0.07855, over 2469557.85 frames. utt_duration=1185 frames, utt_pad_proportion=0.07831, over 8350.08 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3062, pruned_loss=0.07141, over 2472921.22 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06809, over 18494.80 utterances.], batch size: 122, lr: 4.22e-04
2022-08-25 03:57:37,169 INFO [train.py:927] (7/8) Epoch 8, batch 22000, giga_loss[loss=0.2015, simple_loss=0.2881, pruned_loss=0.0575, over 12321.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.02848, over 74.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3083, pruned_loss=0.07229, over 2472100.18 frames. utt_duration=582.4 frames, utt_pad_proportion=0.06439, over 17022.63 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3094, pruned_loss=0.0785, over 2469362.52 frames. utt_duration=1188 frames, utt_pad_proportion=0.07747, over 8325.00 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3076, pruned_loss=0.07148, over 2472285.31 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06332, over 17877.42 utterances.], batch size: 74, lr: 4.22e-04
2022-08-25 03:59:22,409 INFO [train.py:927] (7/8) Epoch 8, batch 22050, libri_loss[loss=0.2524, simple_loss=0.3158, pruned_loss=0.09453, over 12318.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004903, over 35.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.307, pruned_loss=0.07196, over 2471910.86 frames. utt_duration=612.4 frames, utt_pad_proportion=0.05999, over 16184.85 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3094, pruned_loss=0.07855, over 2469187.01 frames. utt_duration=1191 frames, utt_pad_proportion=0.07657, over 8304.22 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3064, pruned_loss=0.07118, over 2472271.16 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05961, over 16998.23 utterances.], batch size: 35, lr: 4.22e-04
2022-08-25 04:01:03,763 INFO [train.py:927] (7/8) Epoch 8, batch 22100, giga_loss[loss=0.2038, simple_loss=0.2859, pruned_loss=0.06083, over 12275.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.0265, over 28.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3067, pruned_loss=0.0724, over 2472411.00 frames. utt_duration=617.9 frames, utt_pad_proportion=0.0619, over 16045.32 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3098, pruned_loss=0.0788, over 2469530.64 frames. utt_duration=1183 frames, utt_pad_proportion=0.0793, over 8362.34 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3058, pruned_loss=0.07143, over 2472441.20 frames. utt_duration=591.1 frames, utt_pad_proportion=0.06005, over 16775.01 utterances.], batch size: 28, lr: 4.22e-04
2022-08-25 04:02:48,300 INFO [train.py:927] (7/8) Epoch 8, batch 22150, giga_loss[loss=0.2795, simple_loss=0.3577, pruned_loss=0.1006, over 12467.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02876, over 55.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3072, pruned_loss=0.07258, over 2472367.11 frames. utt_duration=622.6 frames, utt_pad_proportion=0.06403, over 15922.78 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3099, pruned_loss=0.07886, over 2469530.99 frames. utt_duration=1180 frames, utt_pad_proportion=0.07961, over 8384.53 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3065, pruned_loss=0.07175, over 2472401.91 frames. utt_duration=600.6 frames, utt_pad_proportion=0.06229, over 16506.90 utterances.], batch size: 55, lr: 4.22e-04
2022-08-25 04:04:30,615 INFO [train.py:927] (7/8) Epoch 8, batch 22200, libri_loss[loss=0.2252, simple_loss=0.2983, pruned_loss=0.07607, over 12444.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006601, over 32.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3071, pruned_loss=0.07211, over 2472224.14 frames. utt_duration=617.3 frames, utt_pad_proportion=0.06624, over 16057.16 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3099, pruned_loss=0.0788, over 2469565.17 frames. utt_duration=1184 frames, utt_pad_proportion=0.07847, over 8353.03 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3066, pruned_loss=0.07139, over 2472274.85 frames. utt_duration=594.1 frames, utt_pad_proportion=0.06521, over 16688.78 utterances.], batch size: 32, lr: 4.22e-04
2022-08-25 04:06:13,397 INFO [train.py:927] (7/8) Epoch 8, batch 22250, giga_loss[loss=0.2043, simple_loss=0.291, pruned_loss=0.05879, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03395, over 39.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3061, pruned_loss=0.07154, over 2471078.57 frames. utt_duration=624.8 frames, utt_pad_proportion=0.06278, over 15857.29 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3097, pruned_loss=0.07876, over 2469275.04 frames. utt_duration=1187 frames, utt_pad_proportion=0.07762, over 8332.84 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3057, pruned_loss=0.0709, over 2471399.70 frames. utt_duration=601.4 frames, utt_pad_proportion=0.06239, over 16479.60 utterances.], batch size: 39, lr: 4.22e-04
2022-08-25 04:07:54,524 INFO [train.py:927] (7/8) Epoch 8, batch 22300, giga_loss[loss=0.2221, simple_loss=0.302, pruned_loss=0.07111, over 12350.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03533, over 104.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3035, pruned_loss=0.07072, over 2471299.72 frames. utt_duration=622.7 frames, utt_pad_proportion=0.06469, over 15912.81 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3097, pruned_loss=0.07884, over 2469083.66 frames. utt_duration=1193 frames, utt_pad_proportion=0.07627, over 8291.87 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3031, pruned_loss=0.06997, over 2471764.88 frames. utt_duration=596.3 frames, utt_pad_proportion=0.06482, over 16621.67 utterances.], batch size: 104, lr: 4.22e-04
2022-08-25 04:09:36,486 INFO [train.py:927] (7/8) Epoch 8, batch 22350, giga_loss[loss=0.2226, simple_loss=0.3021, pruned_loss=0.07156, over 12406.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03565, over 113.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3025, pruned_loss=0.07051, over 2471648.53 frames. utt_duration=587.4 frames, utt_pad_proportion=0.07083, over 16874.49 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3098, pruned_loss=0.07897, over 2469016.85 frames. utt_duration=1195 frames, utt_pad_proportion=0.07547, over 8272.55 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.302, pruned_loss=0.06969, over 2472106.15 frames. utt_duration=564.5 frames, utt_pad_proportion=0.071, over 17563.43 utterances.], batch size: 113, lr: 4.22e-04
2022-08-25 04:11:20,626 INFO [train.py:927] (7/8) Epoch 8, batch 22400, giga_loss[loss=0.1929, simple_loss=0.28, pruned_loss=0.05292, over 12476.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.0292, over 55.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.299, pruned_loss=0.06935, over 2472314.90 frames. utt_duration=625.6 frames, utt_pad_proportion=0.06961, over 15845.13 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3103, pruned_loss=0.0794, over 2469210.11 frames. utt_duration=1173 frames, utt_pad_proportion=0.08327, over 8432.90 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2978, pruned_loss=0.06803, over 2472555.57 frames. utt_duration=603.9 frames, utt_pad_proportion=0.06565, over 16417.67 utterances.], batch size: 55, lr: 4.22e-04
2022-08-25 04:13:01,368 INFO [train.py:927] (7/8) Epoch 8, batch 22450, giga_loss[loss=0.1828, simple_loss=0.2671, pruned_loss=0.04926, over 12426.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04299, over 31.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2962, pruned_loss=0.0681, over 2472240.94 frames. utt_duration=622.2 frames, utt_pad_proportion=0.06419, over 15931.23 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3101, pruned_loss=0.07926, over 2468885.03 frames. utt_duration=1178 frames, utt_pad_proportion=0.082, over 8397.44 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2952, pruned_loss=0.06692, over 2472802.27 frames. utt_duration=597.9 frames, utt_pad_proportion=0.06167, over 16585.06 utterances.], batch size: 31, lr: 4.22e-04
2022-08-25 04:14:43,303 INFO [train.py:927] (7/8) Epoch 8, batch 22500, giga_loss[loss=0.2366, simple_loss=0.3121, pruned_loss=0.08059, over 12351.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1974, over 366.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2957, pruned_loss=0.0676, over 2472452.80 frames. utt_duration=591.1 frames, utt_pad_proportion=0.06892, over 16772.95 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3098, pruned_loss=0.0791, over 2468692.50 frames. utt_duration=1181 frames, utt_pad_proportion=0.08054, over 8373.77 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2948, pruned_loss=0.06655, over 2473154.15 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06732, over 17489.84 utterances.], batch size: 366, lr: 4.22e-04
2022-08-25 04:16:24,530 INFO [train.py:927] (7/8) Epoch 8, batch 22550, giga_loss[loss=0.2106, simple_loss=0.3073, pruned_loss=0.05698, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03292, over 97.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2989, pruned_loss=0.06903, over 2473054.17 frames. utt_duration=563.1 frames, utt_pad_proportion=0.0689, over 17613.62 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3101, pruned_loss=0.07923, over 2468526.18 frames. utt_duration=1173 frames, utt_pad_proportion=0.08294, over 8431.25 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2977, pruned_loss=0.06786, over 2473840.64 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06657, over 18320.69 utterances.], batch size: 97, lr: 4.22e-04
2022-08-25 04:18:04,559 INFO [train.py:927] (7/8) Epoch 8, batch 22600, giga_loss[loss=0.2155, simple_loss=0.2963, pruned_loss=0.06734, over 12344.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1941, over 364.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2986, pruned_loss=0.0678, over 2474014.89 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06635, over 18147.72 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3103, pruned_loss=0.07935, over 2468650.53 frames. utt_duration=1173 frames, utt_pad_proportion=0.08231, over 8432.56 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2973, pruned_loss=0.06659, over 2474611.51 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06477, over 18878.74 utterances.], batch size: 364, lr: 4.22e-04
2022-08-25 04:19:47,492 INFO [train.py:927] (7/8) Epoch 8, batch 22650, giga_loss[loss=0.2383, simple_loss=0.317, pruned_loss=0.07985, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03235, over 97.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2975, pruned_loss=0.06678, over 2474299.19 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06371, over 18327.13 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3099, pruned_loss=0.07906, over 2468423.37 frames. utt_duration=1177 frames, utt_pad_proportion=0.08145, over 8402.21 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2967, pruned_loss=0.06593, over 2475030.76 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06283, over 19064.00 utterances.], batch size: 97, lr: 4.22e-04
2022-08-25 04:21:29,945 INFO [train.py:927] (7/8) Epoch 8, batch 22700, giga_loss[loss=0.2116, simple_loss=0.3027, pruned_loss=0.06028, over 12320.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.02963, over 66.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2985, pruned_loss=0.06755, over 2473341.83 frames. utt_duration=547 frames, utt_pad_proportion=0.06596, over 18135.96 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3105, pruned_loss=0.07933, over 2468407.09 frames. utt_duration=1180 frames, utt_pad_proportion=0.07983, over 8380.25 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.297, pruned_loss=0.06632, over 2474116.39 frames. utt_duration=522 frames, utt_pad_proportion=0.06564, over 19012.67 utterances.], batch size: 66, lr: 4.22e-04
2022-08-25 04:23:10,343 INFO [train.py:927] (7/8) Epoch 8, batch 22750, giga_loss[loss=0.2166, simple_loss=0.3077, pruned_loss=0.06269, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02832, over 70.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3007, pruned_loss=0.06866, over 2472800.80 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06798, over 18224.61 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3104, pruned_loss=0.07937, over 2468289.49 frames. utt_duration=1182 frames, utt_pad_proportion=0.07924, over 8363.49 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2996, pruned_loss=0.06756, over 2473582.84 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06787, over 19023.84 utterances.], batch size: 70, lr: 4.22e-04
2022-08-25 04:24:53,638 INFO [train.py:927] (7/8) Epoch 8, batch 22800, giga_loss[loss=0.1903, simple_loss=0.2873, pruned_loss=0.04666, over 12368.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3011, pruned_loss=0.06841, over 2473253.17 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06566, over 17443.60 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.31, pruned_loss=0.07924, over 2468424.43 frames. utt_duration=1182 frames, utt_pad_proportion=0.07808, over 8364.35 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3002, pruned_loss=0.06721, over 2473937.33 frames. utt_duration=538.2 frames, utt_pad_proportion=0.0659, over 18438.37 utterances.], batch size: 70, lr: 4.22e-04
2022-08-25 04:26:33,873 INFO [train.py:927] (7/8) Epoch 8, batch 22850, libri_loss[loss=0.2619, simple_loss=0.3246, pruned_loss=0.09965, over 12147.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005968, over 35.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3017, pruned_loss=0.06858, over 2473123.60 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06242, over 17320.15 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3099, pruned_loss=0.07921, over 2468141.39 frames. utt_duration=1187 frames, utt_pad_proportion=0.07668, over 8329.58 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3008, pruned_loss=0.06738, over 2474069.79 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06326, over 18366.35 utterances.], batch size: 35, lr: 4.22e-04
2022-08-25 04:28:15,308 INFO [train.py:927] (7/8) Epoch 8, batch 22900, libri_loss[loss=0.2715, simple_loss=0.3393, pruned_loss=0.1018, over 12483.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006617, over 36.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3004, pruned_loss=0.06856, over 2474391.52 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05894, over 17151.74 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3099, pruned_loss=0.07924, over 2468278.30 frames. utt_duration=1191 frames, utt_pad_proportion=0.07525, over 8299.69 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2995, pruned_loss=0.06733, over 2475129.94 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06025, over 18211.69 utterances.], batch size: 36, lr: 4.22e-04
2022-08-25 04:29:55,896 INFO [train.py:927] (7/8) Epoch 8, batch 22950, giga_loss[loss=0.2546, simple_loss=0.3271, pruned_loss=0.0911, over 12306.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02729, over 45.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2988, pruned_loss=0.06745, over 2474507.49 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05864, over 17719.94 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3096, pruned_loss=0.07919, over 2468087.84 frames. utt_duration=1196 frames, utt_pad_proportion=0.07419, over 8262.98 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2981, pruned_loss=0.06631, over 2475359.17 frames. utt_duration=529.5 frames, utt_pad_proportion=0.05999, over 18751.95 utterances.], batch size: 45, lr: 4.21e-04
2022-08-25 04:31:35,100 INFO [train.py:927] (7/8) Epoch 8, batch 23000, libri_loss[loss=0.1954, simple_loss=0.2706, pruned_loss=0.06007, over 12216.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.03761, over 27.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2994, pruned_loss=0.0668, over 2475272.37 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05766, over 17656.28 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.309, pruned_loss=0.07883, over 2468183.51 frames. utt_duration=1206 frames, utt_pad_proportion=0.07217, over 8197.51 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.299, pruned_loss=0.06577, over 2476144.79 frames. utt_duration=525.1 frames, utt_pad_proportion=0.05942, over 18917.54 utterances.], batch size: 27, lr: 4.21e-04
2022-08-25 04:33:14,922 INFO [train.py:927] (7/8) Epoch 8, batch 23050, giga_loss[loss=0.206, simple_loss=0.2893, pruned_loss=0.06134, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.0335, over 51.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2981, pruned_loss=0.06687, over 2474079.14 frames. utt_duration=577 frames, utt_pad_proportion=0.05421, over 17195.32 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3082, pruned_loss=0.07854, over 2467549.67 frames. utt_duration=1216 frames, utt_pad_proportion=0.07028, over 8123.99 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2983, pruned_loss=0.06588, over 2475607.81 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05644, over 18616.27 utterances.], batch size: 51, lr: 4.21e-04
2022-08-25 04:34:55,837 INFO [train.py:927] (7/8) Epoch 8, batch 23100, giga_loss[loss=0.2118, simple_loss=0.2939, pruned_loss=0.06486, over 12465.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02995, over 55.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2965, pruned_loss=0.06712, over 2473943.79 frames. utt_duration=568.1 frames, utt_pad_proportion=0.05643, over 17464.59 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3081, pruned_loss=0.07851, over 2467623.41 frames. utt_duration=1213 frames, utt_pad_proportion=0.06998, over 8144.59 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2964, pruned_loss=0.0661, over 2475213.98 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05798, over 18775.68 utterances.], batch size: 55, lr: 4.21e-04
2022-08-25 04:36:38,557 INFO [train.py:927] (7/8) Epoch 8, batch 23150, giga_loss[loss=0.2146, simple_loss=0.2913, pruned_loss=0.069, over 12458.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03405, over 98.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2939, pruned_loss=0.06654, over 2473772.38 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05537, over 17175.80 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3079, pruned_loss=0.07844, over 2467682.60 frames. utt_duration=1218 frames, utt_pad_proportion=0.06896, over 8116.90 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2938, pruned_loss=0.06558, over 2474864.54 frames. utt_duration=539.6 frames, utt_pad_proportion=0.057, over 18397.43 utterances.], batch size: 98, lr: 4.21e-04
2022-08-25 04:38:17,838 INFO [train.py:927] (7/8) Epoch 8, batch 23200, giga_loss[loss=0.2022, simple_loss=0.2933, pruned_loss=0.05559, over 12432.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03843, over 123.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2917, pruned_loss=0.06574, over 2474182.15 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05515, over 17411.91 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3076, pruned_loss=0.07826, over 2467656.23 frames. utt_duration=1218 frames, utt_pad_proportion=0.06877, over 8115.55 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2916, pruned_loss=0.06494, over 2475164.26 frames. utt_duration=535.5 frames, utt_pad_proportion=0.05642, over 18539.62 utterances.], batch size: 123, lr: 4.21e-04
2022-08-25 04:39:56,497 INFO [train.py:927] (7/8) Epoch 8, batch 23250, giga_loss[loss=0.2464, simple_loss=0.3202, pruned_loss=0.08635, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06878, over 212.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2912, pruned_loss=0.0655, over 2474425.42 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05519, over 17732.84 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3082, pruned_loss=0.07837, over 2467611.12 frames. utt_duration=1219 frames, utt_pad_proportion=0.06808, over 8105.31 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.29, pruned_loss=0.06432, over 2475486.61 frames. utt_duration=524.1 frames, utt_pad_proportion=0.05626, over 18946.62 utterances.], batch size: 212, lr: 4.21e-04
2022-08-25 04:41:38,601 INFO [train.py:927] (7/8) Epoch 8, batch 23300, giga_loss[loss=0.2157, simple_loss=0.2996, pruned_loss=0.06596, over 12314.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03556, over 51.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2913, pruned_loss=0.06493, over 2474354.11 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05156, over 17047.82 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3079, pruned_loss=0.07816, over 2467450.48 frames. utt_duration=1223 frames, utt_pad_proportion=0.06746, over 8082.88 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2904, pruned_loss=0.06402, over 2475419.84 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05283, over 18144.12 utterances.], batch size: 51, lr: 4.21e-04
2022-08-25 04:43:19,542 INFO [train.py:927] (7/8) Epoch 8, batch 23350, giga_loss[loss=0.2361, simple_loss=0.3122, pruned_loss=0.08006, over 12347.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05448, over 34.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2937, pruned_loss=0.06567, over 2473643.81 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05546, over 17213.56 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3076, pruned_loss=0.07794, over 2467312.78 frames. utt_duration=1226 frames, utt_pad_proportion=0.06653, over 8062.72 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2927, pruned_loss=0.06472, over 2474816.93 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05642, over 18391.70 utterances.], batch size: 34, lr: 4.21e-04
2022-08-25 04:45:01,410 INFO [train.py:927] (7/8) Epoch 8, batch 23400, giga_loss[loss=0.1923, simple_loss=0.281, pruned_loss=0.05186, over 12425.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.0426, over 26.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2957, pruned_loss=0.0664, over 2474002.43 frames. utt_duration=594 frames, utt_pad_proportion=0.05174, over 16701.64 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3073, pruned_loss=0.07769, over 2467323.94 frames. utt_duration=1228 frames, utt_pad_proportion=0.06533, over 8044.50 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.295, pruned_loss=0.0656, over 2475066.30 frames. utt_duration=556 frames, utt_pad_proportion=0.05311, over 17852.97 utterances.], batch size: 26, lr: 4.21e-04
2022-08-25 04:46:48,229 INFO [train.py:927] (7/8) Epoch 8, batch 23450, giga_loss[loss=0.2697, simple_loss=0.3412, pruned_loss=0.09911, over 12391.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05944, over 182.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3022, pruned_loss=0.07112, over 2473824.02 frames. utt_duration=569 frames, utt_pad_proportion=0.05921, over 17436.92 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3071, pruned_loss=0.07766, over 2467433.36 frames. utt_duration=1235 frames, utt_pad_proportion=0.0639, over 8002.67 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3014, pruned_loss=0.07025, over 2474738.87 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06026, over 18629.93 utterances.], batch size: 182, lr: 4.21e-04
2022-08-25 04:48:37,061 INFO [train.py:927] (7/8) Epoch 8, batch 23500, giga_loss[loss=0.2677, simple_loss=0.3358, pruned_loss=0.09978, over 12411.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05015, over 161.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3087, pruned_loss=0.07546, over 2474586.60 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06013, over 18038.49 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3069, pruned_loss=0.0777, over 2467154.04 frames. utt_duration=1227 frames, utt_pad_proportion=0.06799, over 8051.50 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3082, pruned_loss=0.07465, over 2475683.87 frames. utt_duration=519.5 frames, utt_pad_proportion=0.05919, over 19116.16 utterances.], batch size: 161, lr: 4.21e-04
2022-08-25 04:50:22,419 INFO [train.py:927] (7/8) Epoch 8, batch 23550, libri_loss[loss=0.1991, simple_loss=0.2792, pruned_loss=0.05956, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.0106, over 28.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3171, pruned_loss=0.08189, over 2474748.64 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06207, over 18845.87 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3074, pruned_loss=0.07788, over 2467171.64 frames. utt_duration=1230 frames, utt_pad_proportion=0.06724, over 8030.78 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3164, pruned_loss=0.0811, over 2475697.78 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06153, over 19868.38 utterances.], batch size: 28, lr: 4.21e-04
2022-08-25 04:52:07,991 INFO [train.py:927] (7/8) Epoch 8, batch 23600, giga_loss[loss=0.2031, simple_loss=0.2923, pruned_loss=0.05694, over 12437.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03233, over 75.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3226, pruned_loss=0.08635, over 2474320.41 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06579, over 19884.91 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3081, pruned_loss=0.07795, over 2467162.23 frames. utt_duration=1226 frames, utt_pad_proportion=0.06751, over 8059.02 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3216, pruned_loss=0.08577, over 2475181.82 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06511, over 20831.17 utterances.], batch size: 75, lr: 4.21e-04
2022-08-25 04:53:54,969 INFO [train.py:927] (7/8) Epoch 8, batch 23650, giga_loss[loss=0.2419, simple_loss=0.3314, pruned_loss=0.07614, over 12408.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03845, over 40.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3263, pruned_loss=0.08962, over 2475019.72 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06157, over 19758.85 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3076, pruned_loss=0.07763, over 2467298.27 frames. utt_duration=1231 frames, utt_pad_proportion=0.06655, over 8028.03 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3263, pruned_loss=0.08965, over 2475725.46 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06153, over 20758.88 utterances.], batch size: 40, lr: 4.21e-04
2022-08-25 04:55:44,834 INFO [train.py:927] (7/8) Epoch 8, batch 23700, giga_loss[loss=0.2597, simple_loss=0.3335, pruned_loss=0.09294, over 12338.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.0334, over 85.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.329, pruned_loss=0.09253, over 2475027.77 frames. utt_duration=486 frames, utt_pad_proportion=0.06667, over 20431.76 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3076, pruned_loss=0.07761, over 2467480.49 frames. utt_duration=1233 frames, utt_pad_proportion=0.06526, over 8011.38 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3295, pruned_loss=0.09288, over 2475603.17 frames. utt_duration=462 frames, utt_pad_proportion=0.06678, over 21503.85 utterances.], batch size: 85, lr: 4.21e-04
2022-08-25 04:57:29,343 INFO [train.py:927] (7/8) Epoch 8, batch 23750, giga_loss[loss=0.3052, simple_loss=0.3424, pruned_loss=0.134, over 12333.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2096, over 371.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3277, pruned_loss=0.09215, over 2473873.54 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06998, over 20405.28 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3072, pruned_loss=0.07739, over 2467214.06 frames. utt_duration=1238 frames, utt_pad_proportion=0.06476, over 7978.38 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3288, pruned_loss=0.09283, over 2474685.60 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07009, over 21456.37 utterances.], batch size: 371, lr: 4.21e-04
2022-08-25 04:59:12,524 INFO [train.py:927] (7/8) Epoch 8, batch 23800, giga_loss[loss=0.2624, simple_loss=0.3335, pruned_loss=0.09562, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03019, over 48.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3295, pruned_loss=0.09338, over 2473739.13 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07171, over 21212.18 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3066, pruned_loss=0.07704, over 2467140.33 frames. utt_duration=1244 frames, utt_pad_proportion=0.06387, over 7942.07 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3313, pruned_loss=0.09449, over 2474550.55 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07198, over 22295.85 utterances.], batch size: 48, lr: 4.21e-04
2022-08-25 05:01:01,044 INFO [train.py:927] (7/8) Epoch 8, batch 23850, giga_loss[loss=0.2487, simple_loss=0.3377, pruned_loss=0.07989, over 12332.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03355, over 85.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.33, pruned_loss=0.09266, over 2473578.02 frames. utt_duration=463.1 frames, utt_pad_proportion=0.0775, over 21435.36 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3069, pruned_loss=0.07731, over 2467164.53 frames. utt_duration=1232 frames, utt_pad_proportion=0.06772, over 8019.60 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3316, pruned_loss=0.09365, over 2474358.50 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07619, over 22524.88 utterances.], batch size: 85, lr: 4.21e-04
2022-08-25 05:02:49,408 INFO [train.py:927] (7/8) Epoch 8, batch 23900, giga_loss[loss=0.2248, simple_loss=0.3057, pruned_loss=0.07198, over 12434.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.0362, over 105.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3273, pruned_loss=0.0893, over 2473503.52 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07458, over 20584.97 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3069, pruned_loss=0.07731, over 2467230.63 frames. utt_duration=1221 frames, utt_pad_proportion=0.07184, over 8090.46 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3287, pruned_loss=0.09018, over 2474115.22 frames. utt_duration=462 frames, utt_pad_proportion=0.07219, over 21489.30 utterances.], batch size: 105, lr: 4.21e-04
2022-08-25 05:04:34,744 INFO [train.py:927] (7/8) Epoch 8, batch 23950, giga_loss[loss=0.2914, simple_loss=0.3494, pruned_loss=0.1167, over 12376.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04553, over 146.00 utterances.], tot_loss[loss=0.25, simple_loss=0.325, pruned_loss=0.08752, over 2473745.00 frames. utt_duration=475 frames, utt_pad_proportion=0.07625, over 20897.71 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3073, pruned_loss=0.07729, over 2467700.47 frames. utt_duration=1221 frames, utt_pad_proportion=0.07113, over 8091.47 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3264, pruned_loss=0.08858, over 2474030.16 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07448, over 22003.47 utterances.], batch size: 146, lr: 4.20e-04
2022-08-25 05:06:22,933 INFO [train.py:927] (7/8) Epoch 8, batch 24000, giga_loss[loss=0.2848, simple_loss=0.3521, pruned_loss=0.1087, over 12413.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05697, over 182.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3255, pruned_loss=0.088, over 2474034.58 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07741, over 21270.82 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3075, pruned_loss=0.07734, over 2467906.49 frames. utt_duration=1220 frames, utt_pad_proportion=0.07086, over 8102.59 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3268, pruned_loss=0.08898, over 2474195.58 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07609, over 22356.39 utterances.], batch size: 182, lr: 4.20e-04
2022-08-25 05:06:22,934 INFO [train.py:958] (7/8) Computing validation loss
2022-08-25 05:06:38,044 INFO [train.py:967] (7/8) 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 05:08:29,706 INFO [train.py:927] (7/8) Epoch 8, batch 24050, giga_loss[loss=0.2515, simple_loss=0.3367, pruned_loss=0.08317, over 12479.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02881, over 55.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3245, pruned_loss=0.08548, over 2474877.50 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07039, over 20337.94 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3068, pruned_loss=0.077, over 2468098.70 frames. utt_duration=1225 frames, utt_pad_proportion=0.06969, over 8067.40 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3264, pruned_loss=0.08677, over 2474979.08 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07005, over 21511.77 utterances.], batch size: 55, lr: 4.20e-04
2022-08-25 05:10:14,772 INFO [train.py:927] (7/8) Epoch 8, batch 24100, giga_loss[loss=0.2324, simple_loss=0.3144, pruned_loss=0.07517, over 12382.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03543, over 122.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3241, pruned_loss=0.0844, over 2474903.31 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07275, over 20497.29 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3062, pruned_loss=0.07673, over 2468470.87 frames. utt_duration=1230 frames, utt_pad_proportion=0.06822, over 8040.58 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3269, pruned_loss=0.08594, over 2474863.35 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07285, over 21867.05 utterances.], batch size: 122, lr: 4.20e-04
2022-08-25 05:12:01,504 INFO [train.py:927] (7/8) Epoch 8, batch 24150, libri_loss[loss=0.1953, simple_loss=0.2662, pruned_loss=0.06223, over 12229.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008727, over 29.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3241, pruned_loss=0.08478, over 2474889.34 frames. utt_duration=477.8 frames, utt_pad_proportion=0.0728, over 20780.76 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3061, pruned_loss=0.07657, over 2468616.57 frames. utt_duration=1232 frames, utt_pad_proportion=0.06722, over 8026.82 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3267, pruned_loss=0.08629, over 2474866.37 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07323, over 22107.43 utterances.], batch size: 29, lr: 4.20e-04
2022-08-25 05:13:49,858 INFO [train.py:927] (7/8) Epoch 8, batch 24200, giga_loss[loss=0.2225, simple_loss=0.3126, pruned_loss=0.06621, over 12431.00 frames. utt_duration=905.7 frames, utt_pad_proportion=0.03139, over 55.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3222, pruned_loss=0.08488, over 2474757.51 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07209, over 20924.59 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3059, pruned_loss=0.07644, over 2468440.92 frames. utt_duration=1234 frames, utt_pad_proportion=0.06673, over 8012.60 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3245, pruned_loss=0.08625, over 2474946.00 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07262, over 22091.18 utterances.], batch size: 55, lr: 4.20e-04
2022-08-25 05:15:37,719 INFO [train.py:927] (7/8) Epoch 8, batch 24250, giga_loss[loss=0.2311, simple_loss=0.3133, pruned_loss=0.07442, over 12400.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02568, over 91.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3216, pruned_loss=0.08426, over 2475048.38 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07032, over 20844.48 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3056, pruned_loss=0.07635, over 2468593.18 frames. utt_duration=1240 frames, utt_pad_proportion=0.06567, over 7970.72 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3241, pruned_loss=0.08562, over 2475204.27 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07119, over 22084.46 utterances.], batch size: 91, lr: 4.20e-04
2022-08-25 05:17:22,968 INFO [train.py:927] (7/8) Epoch 8, batch 24300, giga_loss[loss=0.2551, simple_loss=0.322, pruned_loss=0.09407, over 12389.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05125, over 161.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3207, pruned_loss=0.08374, over 2474873.19 frames. utt_duration=475 frames, utt_pad_proportion=0.06911, over 20903.30 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3053, pruned_loss=0.0761, over 2468323.25 frames. utt_duration=1244 frames, utt_pad_proportion=0.06498, over 7945.30 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3231, pruned_loss=0.0851, over 2475321.35 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07008, over 22065.40 utterances.], batch size: 161, lr: 4.20e-04
2022-08-25 05:19:09,018 INFO [train.py:927] (7/8) Epoch 8, batch 24350, giga_loss[loss=0.2354, simple_loss=0.3143, pruned_loss=0.07824, over 12425.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04238, over 146.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3194, pruned_loss=0.08322, over 2474322.74 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06582, over 20772.29 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3051, pruned_loss=0.076, over 2467790.41 frames. utt_duration=1249 frames, utt_pad_proportion=0.06403, over 7915.64 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3217, pruned_loss=0.08452, over 2475258.99 frames. utt_duration=452.5 frames, utt_pad_proportion=0.06706, over 21952.27 utterances.], batch size: 146, lr: 4.20e-04
2022-08-25 05:20:57,563 INFO [train.py:927] (7/8) Epoch 8, batch 24400, libri_loss[loss=0.203, simple_loss=0.2857, pruned_loss=0.06018, over 12120.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.004819, over 32.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3178, pruned_loss=0.08321, over 2473462.54 frames. utt_duration=464 frames, utt_pad_proportion=0.07401, over 21390.89 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3047, pruned_loss=0.07577, over 2467608.33 frames. utt_duration=1253 frames, utt_pad_proportion=0.0631, over 7886.56 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3203, pruned_loss=0.0846, over 2474519.61 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07497, over 22613.90 utterances.], batch size: 32, lr: 4.20e-04
2022-08-25 05:22:44,790 INFO [train.py:927] (7/8) Epoch 8, batch 24450, giga_loss[loss=0.2332, simple_loss=0.3157, pruned_loss=0.07535, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02829, over 48.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3157, pruned_loss=0.08215, over 2473727.13 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07026, over 20908.56 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3044, pruned_loss=0.07552, over 2467729.23 frames. utt_duration=1256 frames, utt_pad_proportion=0.06138, over 7866.79 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3183, pruned_loss=0.0837, over 2474649.23 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07186, over 22318.81 utterances.], batch size: 48, lr: 4.20e-04
2022-08-25 05:24:32,088 INFO [train.py:927] (7/8) Epoch 8, batch 24500, giga_loss[loss=0.3078, simple_loss=0.3622, pruned_loss=0.1266, over 12407.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07685, over 213.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3169, pruned_loss=0.08382, over 2473555.83 frames. utt_duration=457.9 frames, utt_pad_proportion=0.0767, over 21677.45 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3039, pruned_loss=0.0754, over 2467363.97 frames. utt_duration=1263 frames, utt_pad_proportion=0.06004, over 7825.32 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3198, pruned_loss=0.08535, over 2474776.77 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07803, over 23191.72 utterances.], batch size: 213, lr: 4.20e-04
2022-08-25 05:26:16,636 INFO [train.py:927] (7/8) Epoch 8, batch 24550, giga_loss[loss=0.2762, simple_loss=0.3409, pruned_loss=0.1058, over 12398.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07767, over 213.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3185, pruned_loss=0.08389, over 2473549.20 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0744, over 21411.72 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3044, pruned_loss=0.07551, over 2467385.08 frames. utt_duration=1264 frames, utt_pad_proportion=0.05931, over 7817.99 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3205, pruned_loss=0.08511, over 2474566.72 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07589, over 22796.78 utterances.], batch size: 213, lr: 4.20e-04
2022-08-25 05:28:02,159 INFO [train.py:927] (7/8) Epoch 8, batch 24600, giga_loss[loss=0.2679, simple_loss=0.3439, pruned_loss=0.09589, over 12385.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03751, over 113.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3183, pruned_loss=0.08387, over 2473078.56 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07749, over 21486.73 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3044, pruned_loss=0.07546, over 2466999.00 frames. utt_duration=1269 frames, utt_pad_proportion=0.05805, over 7784.94 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3202, pruned_loss=0.08511, over 2474373.55 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07899, over 22984.75 utterances.], batch size: 113, lr: 4.20e-04
2022-08-25 05:29:48,162 INFO [train.py:927] (7/8) Epoch 8, batch 24650, giga_loss[loss=0.2452, simple_loss=0.3232, pruned_loss=0.08366, over 12341.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03239, over 51.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3212, pruned_loss=0.08672, over 2474001.45 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07946, over 21989.65 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3052, pruned_loss=0.07551, over 2467223.85 frames. utt_duration=1271 frames, utt_pad_proportion=0.0573, over 7776.59 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3223, pruned_loss=0.08786, over 2474960.79 frames. utt_duration=422.9 frames, utt_pad_proportion=0.08087, over 23486.93 utterances.], batch size: 51, lr: 4.20e-04
2022-08-25 05:31:34,168 INFO [train.py:927] (7/8) Epoch 8, batch 24700, giga_loss[loss=0.2303, simple_loss=0.3089, pruned_loss=0.07591, over 12324.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03399, over 51.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3214, pruned_loss=0.08775, over 2474300.29 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07885, over 21392.49 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3052, pruned_loss=0.07553, over 2467371.36 frames. utt_duration=1260 frames, utt_pad_proportion=0.06067, over 7842.51 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3228, pruned_loss=0.08894, over 2475123.28 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07917, over 22896.29 utterances.], batch size: 51, lr: 4.20e-04
2022-08-25 05:33:18,163 INFO [train.py:927] (7/8) Epoch 8, batch 24750, giga_loss[loss=0.2165, simple_loss=0.3031, pruned_loss=0.06491, over 12141.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04287, over 33.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3196, pruned_loss=0.0863, over 2474065.30 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07801, over 20437.97 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3054, pruned_loss=0.07563, over 2467296.69 frames. utt_duration=1245 frames, utt_pad_proportion=0.06454, over 7934.74 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.321, pruned_loss=0.08758, over 2475060.27 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07727, over 22046.98 utterances.], batch size: 33, lr: 4.20e-04
2022-08-25 05:35:00,898 INFO [train.py:927] (7/8) Epoch 8, batch 24800, giga_loss[loss=0.2839, simple_loss=0.3317, pruned_loss=0.1181, over 12350.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.189, over 362.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3187, pruned_loss=0.08463, over 2474059.68 frames. utt_duration=482 frames, utt_pad_proportion=0.07583, over 20595.76 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3051, pruned_loss=0.07556, over 2466821.21 frames. utt_duration=1250 frames, utt_pad_proportion=0.06363, over 7901.31 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3204, pruned_loss=0.08588, over 2475430.96 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07572, over 22133.94 utterances.], batch size: 362, lr: 4.20e-04
2022-08-25 05:36:49,147 INFO [train.py:927] (7/8) Epoch 8, batch 24850, libri_loss[loss=0.2605, simple_loss=0.3226, pruned_loss=0.09919, over 12445.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005487, over 35.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3171, pruned_loss=0.08424, over 2473933.50 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07988, over 20703.74 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3056, pruned_loss=0.07593, over 2467285.43 frames. utt_duration=1242 frames, utt_pad_proportion=0.06344, over 7954.82 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3187, pruned_loss=0.08535, over 2474962.17 frames. utt_duration=440.1 frames, utt_pad_proportion=0.0799, over 22569.45 utterances.], batch size: 35, lr: 4.20e-04
2022-08-25 05:38:33,545 INFO [train.py:927] (7/8) Epoch 8, batch 24900, giga_loss[loss=0.3053, simple_loss=0.3655, pruned_loss=0.1226, over 12417.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04225, over 146.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3177, pruned_loss=0.08497, over 2473354.17 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07897, over 20569.60 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3056, pruned_loss=0.07604, over 2467190.36 frames. utt_duration=1229 frames, utt_pad_proportion=0.0675, over 8036.57 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3192, pruned_loss=0.08592, over 2474369.78 frames. utt_duration=447.1 frames, utt_pad_proportion=0.078, over 22207.32 utterances.], batch size: 146, lr: 4.20e-04
2022-08-25 05:40:22,503 INFO [train.py:927] (7/8) Epoch 8, batch 24950, giga_loss[loss=0.2407, simple_loss=0.3258, pruned_loss=0.07786, over 12353.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03364, over 104.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3222, pruned_loss=0.08587, over 2474243.58 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07748, over 21365.03 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3058, pruned_loss=0.07609, over 2467478.23 frames. utt_duration=1232 frames, utt_pad_proportion=0.0667, over 8020.11 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3234, pruned_loss=0.08671, over 2474881.98 frames. utt_duration=435 frames, utt_pad_proportion=0.07711, over 22835.67 utterances.], batch size: 104, lr: 4.19e-04
2022-08-25 05:42:06,977 INFO [train.py:927] (7/8) Epoch 8, batch 25000, giga_loss[loss=0.2131, simple_loss=0.2997, pruned_loss=0.06326, over 12418.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02705, over 58.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3236, pruned_loss=0.08604, over 2473834.68 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07481, over 20683.35 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3063, pruned_loss=0.07617, over 2467716.00 frames. utt_duration=1231 frames, utt_pad_proportion=0.0659, over 8027.30 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3245, pruned_loss=0.0869, over 2474299.77 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07506, over 22205.31 utterances.], batch size: 58, lr: 4.19e-04
2022-08-25 05:43:49,979 INFO [train.py:927] (7/8) Epoch 8, batch 25050, giga_loss[loss=0.2279, simple_loss=0.3093, pruned_loss=0.0733, over 12469.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.02984, over 40.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3225, pruned_loss=0.08643, over 2473726.08 frames. utt_duration=475.6 frames, utt_pad_proportion=0.08275, over 20870.90 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3063, pruned_loss=0.07631, over 2467852.69 frames. utt_duration=1221 frames, utt_pad_proportion=0.06856, over 8093.35 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.324, pruned_loss=0.08744, over 2474240.20 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08175, over 22582.03 utterances.], batch size: 40, lr: 4.19e-04
2022-08-25 05:45:35,847 INFO [train.py:927] (7/8) Epoch 8, batch 25100, giga_loss[loss=0.2311, simple_loss=0.3161, pruned_loss=0.07303, over 12371.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02716, over 66.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3205, pruned_loss=0.08568, over 2474270.13 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07989, over 20521.19 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3059, pruned_loss=0.07605, over 2468108.37 frames. utt_duration=1228 frames, utt_pad_proportion=0.06659, over 8051.38 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3227, pruned_loss=0.08711, over 2474675.02 frames. utt_duration=443.1 frames, utt_pad_proportion=0.08017, over 22413.77 utterances.], batch size: 66, lr: 4.19e-04
2022-08-25 05:47:20,876 INFO [train.py:927] (7/8) Epoch 8, batch 25150, giga_loss[loss=0.2485, simple_loss=0.3291, pruned_loss=0.08394, over 12417.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.0276, over 58.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3193, pruned_loss=0.0855, over 2474387.60 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07384, over 19794.83 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3053, pruned_loss=0.07574, over 2468307.25 frames. utt_duration=1232 frames, utt_pad_proportion=0.06579, over 8024.99 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3221, pruned_loss=0.08727, over 2474758.41 frames. utt_duration=456 frames, utt_pad_proportion=0.07493, over 21780.90 utterances.], batch size: 58, lr: 4.19e-04
2022-08-25 05:49:06,535 INFO [train.py:927] (7/8) Epoch 8, batch 25200, giga_loss[loss=0.2237, simple_loss=0.2936, pruned_loss=0.07688, over 12228.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03664, over 28.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3193, pruned_loss=0.08593, over 2474024.16 frames. utt_duration=507.4 frames, utt_pad_proportion=0.07596, over 19559.32 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3054, pruned_loss=0.07592, over 2468250.43 frames. utt_duration=1230 frames, utt_pad_proportion=0.06586, over 8039.66 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3216, pruned_loss=0.0873, over 2474446.29 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07667, over 21269.26 utterances.], batch size: 28, lr: 4.19e-04
2022-08-25 05:50:49,709 INFO [train.py:927] (7/8) Epoch 8, batch 25250, libri_loss[loss=0.279, simple_loss=0.3534, pruned_loss=0.1023, over 12125.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006344, over 32.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3193, pruned_loss=0.08613, over 2473848.55 frames. utt_duration=500.9 frames, utt_pad_proportion=0.07532, over 19813.02 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3059, pruned_loss=0.0761, over 2467973.14 frames. utt_duration=1232 frames, utt_pad_proportion=0.0651, over 8022.14 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3208, pruned_loss=0.08718, over 2474541.51 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07623, over 21350.90 utterances.], batch size: 32, lr: 4.19e-04
2022-08-25 05:52:34,762 INFO [train.py:927] (7/8) Epoch 8, batch 25300, giga_loss[loss=0.2466, simple_loss=0.3258, pruned_loss=0.08367, over 12352.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03692, over 122.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3214, pruned_loss=0.08644, over 2473717.47 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07683, over 20175.63 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.306, pruned_loss=0.07589, over 2467740.35 frames. utt_duration=1238 frames, utt_pad_proportion=0.06439, over 7982.03 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3227, pruned_loss=0.08764, over 2474601.09 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07776, over 21650.60 utterances.], batch size: 122, lr: 4.19e-04
2022-08-25 05:54:20,765 INFO [train.py:927] (7/8) Epoch 8, batch 25350, giga_loss[loss=0.2605, simple_loss=0.3398, pruned_loss=0.09065, over 12350.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3214, pruned_loss=0.08619, over 2474859.29 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07044, over 19262.01 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3061, pruned_loss=0.07583, over 2468235.77 frames. utt_duration=1239 frames, utt_pad_proportion=0.06305, over 7976.60 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.323, pruned_loss=0.08767, over 2475391.15 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07224, over 20959.33 utterances.], batch size: 97, lr: 4.19e-04
2022-08-25 05:56:05,014 INFO [train.py:927] (7/8) Epoch 8, batch 25400, giga_loss[loss=0.3159, simple_loss=0.3699, pruned_loss=0.1309, over 12379.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07438, over 212.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3219, pruned_loss=0.08426, over 2474447.54 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06902, over 18821.37 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.306, pruned_loss=0.0758, over 2468403.77 frames. utt_duration=1243 frames, utt_pad_proportion=0.06215, over 7950.19 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3237, pruned_loss=0.08564, over 2474823.55 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07098, over 20402.68 utterances.], batch size: 212, lr: 4.19e-04
2022-08-25 05:57:49,821 INFO [train.py:927] (7/8) Epoch 8, batch 25450, libri_loss[loss=0.228, simple_loss=0.3078, pruned_loss=0.07412, over 12449.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.008512, over 37.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3245, pruned_loss=0.08582, over 2474343.79 frames. utt_duration=523.9 frames, utt_pad_proportion=0.07023, over 18944.05 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.306, pruned_loss=0.07568, over 2468467.30 frames. utt_duration=1240 frames, utt_pad_proportion=0.06198, over 7973.44 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3264, pruned_loss=0.08732, over 2474785.33 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07189, over 20543.52 utterances.], batch size: 37, lr: 4.19e-04
2022-08-25 05:59:40,361 INFO [train.py:927] (7/8) Epoch 8, batch 25500, giga_loss[loss=0.2441, simple_loss=0.3203, pruned_loss=0.08392, over 12353.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02986, over 70.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3254, pruned_loss=0.08681, over 2474535.90 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06541, over 18883.49 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3054, pruned_loss=0.07534, over 2468344.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.06058, over 7937.79 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.328, pruned_loss=0.08862, over 2475180.00 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06764, over 20501.45 utterances.], batch size: 70, lr: 4.19e-04
2022-08-25 06:01:23,352 INFO [train.py:927] (7/8) Epoch 8, batch 25550, giga_loss[loss=0.2346, simple_loss=0.3331, pruned_loss=0.06809, over 12457.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.0307, over 75.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3243, pruned_loss=0.08623, over 2474628.40 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06665, over 19204.64 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3046, pruned_loss=0.07491, over 2468090.40 frames. utt_duration=1252 frames, utt_pad_proportion=0.0593, over 7892.26 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3276, pruned_loss=0.08837, over 2475534.47 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06885, over 20852.02 utterances.], batch size: 75, lr: 4.19e-04
2022-08-25 06:03:08,888 INFO [train.py:927] (7/8) Epoch 8, batch 25600, giga_loss[loss=0.1983, simple_loss=0.2892, pruned_loss=0.05366, over 12397.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02632, over 66.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.325, pruned_loss=0.08472, over 2475124.67 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06629, over 19085.88 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3046, pruned_loss=0.07493, over 2468143.95 frames. utt_duration=1253 frames, utt_pad_proportion=0.05906, over 7890.79 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3277, pruned_loss=0.08642, over 2475815.17 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06817, over 20430.80 utterances.], batch size: 66, lr: 4.19e-04
2022-08-25 06:04:56,048 INFO [train.py:927] (7/8) Epoch 8, batch 25650, giga_loss[loss=0.216, simple_loss=0.3089, pruned_loss=0.0616, over 12362.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02873, over 66.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3249, pruned_loss=0.08486, over 2475411.77 frames. utt_duration=519.2 frames, utt_pad_proportion=0.07062, over 19125.89 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3049, pruned_loss=0.07506, over 2468175.02 frames. utt_duration=1243 frames, utt_pad_proportion=0.06246, over 7954.86 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3271, pruned_loss=0.08629, over 2476067.67 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07088, over 20352.39 utterances.], batch size: 66, lr: 4.19e-04
2022-08-25 06:06:42,706 INFO [train.py:927] (7/8) Epoch 8, batch 25700, libri_loss[loss=0.286, simple_loss=0.4005, pruned_loss=0.08576, over 12380.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01369, over 41.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3253, pruned_loss=0.08568, over 2475299.24 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07302, over 19807.21 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3063, pruned_loss=0.07504, over 2468184.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.06147, over 7947.82 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3261, pruned_loss=0.08703, over 2475951.05 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07353, over 21013.59 utterances.], batch size: 41, lr: 4.19e-04
2022-08-25 06:08:27,416 INFO [train.py:927] (7/8) Epoch 8, batch 25750, giga_loss[loss=0.2104, simple_loss=0.2976, pruned_loss=0.06161, over 12370.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.0284, over 70.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3225, pruned_loss=0.08548, over 2474099.28 frames. utt_duration=497.1 frames, utt_pad_proportion=0.08019, over 19969.06 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3063, pruned_loss=0.07509, over 2467785.20 frames. utt_duration=1246 frames, utt_pad_proportion=0.06005, over 7933.48 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3239, pruned_loss=0.08698, over 2475302.15 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08103, over 21489.08 utterances.], batch size: 70, lr: 4.19e-04
2022-08-25 06:10:08,412 INFO [train.py:927] (7/8) Epoch 8, batch 25800, giga_loss[loss=0.2109, simple_loss=0.2942, pruned_loss=0.06381, over 12393.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02652, over 66.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3216, pruned_loss=0.08583, over 2474063.52 frames. utt_duration=480 frames, utt_pad_proportion=0.08436, over 20680.19 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3061, pruned_loss=0.07489, over 2467623.04 frames. utt_duration=1249 frames, utt_pad_proportion=0.05904, over 7915.26 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3233, pruned_loss=0.08745, over 2475326.19 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08521, over 22178.33 utterances.], batch size: 66, lr: 4.19e-04
2022-08-25 06:11:47,627 INFO [train.py:927] (7/8) Epoch 8, batch 25850, giga_loss[loss=0.217, simple_loss=0.3045, pruned_loss=0.06478, over 12426.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03946, over 123.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3189, pruned_loss=0.08341, over 2474219.67 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08726, over 21932.73 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3061, pruned_loss=0.07512, over 2467470.83 frames. utt_duration=1241 frames, utt_pad_proportion=0.06229, over 7960.34 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3206, pruned_loss=0.08473, over 2475563.14 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08691, over 23472.27 utterances.], batch size: 123, lr: 4.19e-04
2022-08-25 06:13:35,106 INFO [train.py:927] (7/8) Epoch 8, batch 25900, giga_loss[loss=0.1958, simple_loss=0.277, pruned_loss=0.05731, over 12324.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03486, over 51.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3166, pruned_loss=0.0817, over 2474127.13 frames. utt_duration=458.6 frames, utt_pad_proportion=0.08574, over 21647.74 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3056, pruned_loss=0.07491, over 2467222.39 frames. utt_duration=1242 frames, utt_pad_proportion=0.06169, over 7954.26 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3188, pruned_loss=0.08319, over 2475651.94 frames. utt_duration=425.7 frames, utt_pad_proportion=0.08596, over 23342.77 utterances.], batch size: 51, lr: 4.19e-04
2022-08-25 06:15:19,845 INFO [train.py:927] (7/8) Epoch 8, batch 25950, giga_loss[loss=0.2438, simple_loss=0.3216, pruned_loss=0.08303, over 12366.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03145, over 51.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3139, pruned_loss=0.08098, over 2473975.21 frames. utt_duration=466.5 frames, utt_pad_proportion=0.08215, over 21278.05 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3056, pruned_loss=0.07493, over 2467206.69 frames. utt_duration=1242 frames, utt_pad_proportion=0.06153, over 7956.26 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3158, pruned_loss=0.08226, over 2475321.33 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08275, over 22855.33 utterances.], batch size: 51, lr: 4.18e-04
2022-08-25 06:17:04,458 INFO [train.py:927] (7/8) Epoch 8, batch 26000, giga_loss[loss=0.2346, simple_loss=0.3121, pruned_loss=0.07854, over 12359.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03218, over 97.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3161, pruned_loss=0.08198, over 2473956.41 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07958, over 21481.92 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3056, pruned_loss=0.07493, over 2467206.69 frames. utt_duration=1242 frames, utt_pad_proportion=0.06153, over 7956.26 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3177, pruned_loss=0.08298, over 2475004.11 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08019, over 22709.54 utterances.], batch size: 97, lr: 4.18e-04
2022-08-25 06:18:50,113 INFO [train.py:927] (7/8) Epoch 8, batch 26050, giga_loss[loss=0.2238, simple_loss=0.3045, pruned_loss=0.07159, over 12464.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03434, over 86.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3184, pruned_loss=0.08446, over 2474162.59 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08759, over 23504.18 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3057, pruned_loss=0.07507, over 2467411.89 frames. utt_duration=1242 frames, utt_pad_proportion=0.06114, over 7958.72 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3196, pruned_loss=0.08519, over 2474862.16 frames. utt_duration=403.8 frames, utt_pad_proportion=0.08789, over 24606.95 utterances.], batch size: 86, lr: 4.18e-04
2022-08-25 06:20:37,071 INFO [train.py:927] (7/8) Epoch 8, batch 26100, libri_loss[loss=0.1969, simple_loss=0.2735, pruned_loss=0.06019, over 12132.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005202, over 32.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.321, pruned_loss=0.08593, over 2473695.64 frames. utt_duration=435.6 frames, utt_pad_proportion=0.08215, over 22793.29 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.306, pruned_loss=0.07515, over 2467313.86 frames. utt_duration=1241 frames, utt_pad_proportion=0.06068, over 7965.21 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3219, pruned_loss=0.08659, over 2474448.68 frames. utt_duration=416.2 frames, utt_pad_proportion=0.08287, over 23864.93 utterances.], batch size: 32, lr: 4.18e-04
2022-08-25 06:22:21,689 INFO [train.py:927] (7/8) Epoch 8, batch 26150, giga_loss[loss=0.2645, simple_loss=0.3452, pruned_loss=0.09191, over 12384.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03743, over 113.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3208, pruned_loss=0.08542, over 2473905.03 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08315, over 22471.07 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3058, pruned_loss=0.07496, over 2467470.41 frames. utt_duration=1241 frames, utt_pad_proportion=0.05999, over 7963.96 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.322, pruned_loss=0.08635, over 2474516.08 frames. utt_duration=419.9 frames, utt_pad_proportion=0.08407, over 23655.86 utterances.], batch size: 113, lr: 4.18e-04
2022-08-25 06:24:10,531 INFO [train.py:927] (7/8) Epoch 8, batch 26200, libri_loss[loss=0.2149, simple_loss=0.2956, pruned_loss=0.06704, over 12121.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006631, over 32.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3209, pruned_loss=0.08528, over 2473634.05 frames. utt_duration=461.6 frames, utt_pad_proportion=0.0781, over 21505.68 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3054, pruned_loss=0.07491, over 2467589.56 frames. utt_duration=1241 frames, utt_pad_proportion=0.05916, over 7961.67 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3228, pruned_loss=0.08648, over 2474278.27 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07968, over 22976.98 utterances.], batch size: 32, lr: 4.18e-04
2022-08-25 06:25:54,283 INFO [train.py:927] (7/8) Epoch 8, batch 26250, giga_loss[loss=0.2317, simple_loss=0.3035, pruned_loss=0.07992, over 12446.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04159, over 34.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3205, pruned_loss=0.08458, over 2473911.45 frames. utt_duration=439.3 frames, utt_pad_proportion=0.08594, over 22602.37 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3057, pruned_loss=0.07503, over 2467498.53 frames. utt_duration=1245 frames, utt_pad_proportion=0.0582, over 7938.70 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3221, pruned_loss=0.08567, over 2474655.55 frames. utt_duration=412.1 frames, utt_pad_proportion=0.08712, over 24102.55 utterances.], batch size: 34, lr: 4.18e-04
2022-08-25 06:27:36,502 INFO [train.py:927] (7/8) Epoch 8, batch 26300, giga_loss[loss=0.2329, simple_loss=0.3115, pruned_loss=0.07709, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02927, over 42.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.32, pruned_loss=0.08447, over 2473504.41 frames. utt_duration=443.2 frames, utt_pad_proportion=0.08609, over 22397.52 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3056, pruned_loss=0.07485, over 2467283.85 frames. utt_duration=1246 frames, utt_pad_proportion=0.05705, over 7932.35 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3221, pruned_loss=0.08592, over 2474603.25 frames. utt_duration=409.1 frames, utt_pad_proportion=0.08773, over 24279.60 utterances.], batch size: 42, lr: 4.18e-04
2022-08-25 06:29:19,288 INFO [train.py:927] (7/8) Epoch 8, batch 26350, giga_loss[loss=0.2595, simple_loss=0.326, pruned_loss=0.09655, over 12392.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05129, over 161.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3189, pruned_loss=0.08462, over 2473070.82 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08723, over 22348.27 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3057, pruned_loss=0.07511, over 2467355.83 frames. utt_duration=1246 frames, utt_pad_proportion=0.05665, over 7928.33 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3208, pruned_loss=0.08579, over 2474063.94 frames. utt_duration=409.7 frames, utt_pad_proportion=0.0888, over 24239.19 utterances.], batch size: 161, lr: 4.18e-04
2022-08-25 06:30:58,748 INFO [train.py:927] (7/8) Epoch 8, batch 26400, giga_loss[loss=0.2505, simple_loss=0.3288, pruned_loss=0.0861, over 12415.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3185, pruned_loss=0.08479, over 2472504.20 frames. utt_duration=458.5 frames, utt_pad_proportion=0.0835, over 21638.14 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3057, pruned_loss=0.0753, over 2467236.71 frames. utt_duration=1237 frames, utt_pad_proportion=0.06025, over 7985.70 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3202, pruned_loss=0.08568, over 2473479.46 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08412, over 23274.78 utterances.], batch size: 105, lr: 4.18e-04
2022-08-25 06:32:41,785 INFO [train.py:927] (7/8) Epoch 8, batch 26450, giga_loss[loss=0.242, simple_loss=0.3081, pruned_loss=0.08795, over 12315.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02666, over 45.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3209, pruned_loss=0.08718, over 2472783.89 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08432, over 21848.45 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3066, pruned_loss=0.07598, over 2467418.43 frames. utt_duration=1201 frames, utt_pad_proportion=0.07308, over 8225.68 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3216, pruned_loss=0.08741, over 2473462.97 frames. utt_duration=429.6 frames, utt_pad_proportion=0.08097, over 23107.21 utterances.], batch size: 45, lr: 4.18e-04
2022-08-25 06:34:22,679 INFO [train.py:927] (7/8) Epoch 8, batch 26500, giga_loss[loss=0.2193, simple_loss=0.2974, pruned_loss=0.07059, over 12476.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.0452, over 34.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3226, pruned_loss=0.08848, over 2474084.65 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08716, over 21751.09 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3077, pruned_loss=0.0768, over 2467862.41 frames. utt_duration=1149 frames, utt_pad_proportion=0.09048, over 8599.28 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3225, pruned_loss=0.08817, over 2474365.34 frames. utt_duration=437 frames, utt_pad_proportion=0.07873, over 22722.86 utterances.], batch size: 34, lr: 4.18e-04
2022-08-25 06:34:35,848 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-25 06:37:07,841 INFO [train.py:927] (7/8) Epoch 9, batch 50, giga_loss[loss=0.2326, simple_loss=0.323, pruned_loss=0.07114, over 12433.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03713, over 133.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3244, pruned_loss=0.07626, over 548125.36 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07575, over 4355.41 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2985, pruned_loss=0.06777, over 72901.50 frames. utt_duration=1016 frames, utt_pad_proportion=0.1538, over 287.49 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3277, pruned_loss=0.07741, over 489679.77 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07133, over 4139.69 utterances.], batch size: 133, lr: 4.08e-04
2022-08-25 06:38:56,157 INFO [train.py:927] (7/8) Epoch 9, batch 100, giga_loss[loss=0.1777, simple_loss=0.263, pruned_loss=0.04622, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04363, over 146.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2991, pruned_loss=0.0647, over 975362.56 frames. utt_duration=528.9 frames, utt_pad_proportion=0.07044, over 7397.49 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2948, pruned_loss=0.06582, over 84760.99 frames. utt_duration=1071 frames, utt_pad_proportion=0.1394, over 317.05 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2996, pruned_loss=0.06475, over 922227.50 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06857, over 7222.43 utterances.], batch size: 146, lr: 4.08e-04
2022-08-25 06:40:40,050 INFO [train.py:927] (7/8) Epoch 9, batch 150, giga_loss[loss=0.1733, simple_loss=0.2495, pruned_loss=0.04852, over 12164.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.0349, over 30.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.285, pruned_loss=0.05941, over 1307396.38 frames. utt_duration=543 frames, utt_pad_proportion=0.06732, over 9658.55 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2977, pruned_loss=0.06719, over 155025.10 frames. utt_duration=1222 frames, utt_pad_proportion=0.08893, over 508.22 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.284, pruned_loss=0.05878, over 1229658.26 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06727, over 9576.86 utterances.], batch size: 30, lr: 4.08e-04
2022-08-25 06:42:23,540 INFO [train.py:927] (7/8) Epoch 9, batch 200, giga_loss[loss=0.1565, simple_loss=0.2356, pruned_loss=0.03873, over 12104.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03163, over 30.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2726, pruned_loss=0.05391, over 1565962.43 frames. utt_duration=531 frames, utt_pad_proportion=0.06472, over 11828.89 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2974, pruned_loss=0.0658, over 189616.08 frames. utt_duration=1201 frames, utt_pad_proportion=0.08602, over 632.16 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.271, pruned_loss=0.05317, over 1490805.92 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06453, over 11788.86 utterances.], batch size: 30, lr: 4.08e-04
2022-08-25 06:44:05,245 INFO [train.py:927] (7/8) Epoch 9, batch 250, giga_loss[loss=0.1642, simple_loss=0.2425, pruned_loss=0.0429, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04341, over 31.00 utterances.], tot_loss[loss=0.1849, simple_loss=0.2671, pruned_loss=0.05135, over 1767477.67 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05836, over 12760.27 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2898, pruned_loss=0.06133, over 268414.71 frames. utt_duration=1280 frames, utt_pad_proportion=0.06947, over 839.92 utterances.], giga_tot_loss[loss=0.1835, simple_loss=0.2656, pruned_loss=0.05074, over 1681630.68 frames. utt_duration=523.1 frames, utt_pad_proportion=0.05881, over 12896.28 utterances.], batch size: 31, lr: 4.08e-04
2022-08-25 06:45:46,217 INFO [train.py:927] (7/8) Epoch 9, batch 300, giga_loss[loss=0.1589, simple_loss=0.2404, pruned_loss=0.03874, over 12337.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03203, over 51.00 utterances.], tot_loss[loss=0.1824, simple_loss=0.2641, pruned_loss=0.05038, over 1923946.08 frames. utt_duration=539 frames, utt_pad_proportion=0.06422, over 14316.83 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2915, pruned_loss=0.06227, over 344323.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.08329, over 1119.14 utterances.], giga_tot_loss[loss=0.18, simple_loss=0.2614, pruned_loss=0.04928, over 1835245.09 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06349, over 14595.41 utterances.], batch size: 51, lr: 4.08e-04
2022-08-25 06:47:29,678 INFO [train.py:927] (7/8) Epoch 9, batch 350, giga_loss[loss=0.1662, simple_loss=0.2471, pruned_loss=0.04261, over 12381.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02945, over 85.00 utterances.], tot_loss[loss=0.1796, simple_loss=0.2613, pruned_loss=0.04891, over 2046232.86 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06017, over 14838.52 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2899, pruned_loss=0.06064, over 407390.15 frames. utt_duration=1266 frames, utt_pad_proportion=0.07129, over 1288.45 utterances.], giga_tot_loss[loss=0.1772, simple_loss=0.2586, pruned_loss=0.04792, over 1962039.15 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06036, over 15259.57 utterances.], batch size: 85, lr: 4.08e-04
2022-08-25 06:49:15,036 INFO [train.py:927] (7/8) Epoch 9, batch 400, giga_loss[loss=0.167, simple_loss=0.2505, pruned_loss=0.04172, over 12199.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03134, over 42.00 utterances.], tot_loss[loss=0.1777, simple_loss=0.259, pruned_loss=0.04815, over 2140972.72 frames. utt_duration=534.2 frames, utt_pad_proportion=0.068, over 16077.41 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2905, pruned_loss=0.06074, over 478450.68 frames. utt_duration=1288 frames, utt_pad_proportion=0.06122, over 1487.44 utterances.], giga_tot_loss[loss=0.1747, simple_loss=0.2556, pruned_loss=0.0469, over 2061374.85 frames. utt_duration=496.1 frames, utt_pad_proportion=0.0686, over 16671.80 utterances.], batch size: 42, lr: 4.08e-04
2022-08-25 06:50:58,068 INFO [train.py:927] (7/8) Epoch 9, batch 450, giga_loss[loss=0.1493, simple_loss=0.2307, pruned_loss=0.03397, over 12332.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03409, over 58.00 utterances.], tot_loss[loss=0.1746, simple_loss=0.2558, pruned_loss=0.04675, over 2214496.44 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06641, over 16363.33 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2913, pruned_loss=0.06009, over 546857.53 frames. utt_duration=1319 frames, utt_pad_proportion=0.05444, over 1659.76 utterances.], giga_tot_loss[loss=0.1712, simple_loss=0.2517, pruned_loss=0.0454, over 2141465.15 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06769, over 17162.30 utterances.], batch size: 58, lr: 4.08e-04
2022-08-25 06:52:42,958 INFO [train.py:927] (7/8) Epoch 9, batch 500, libri_loss[loss=0.1889, simple_loss=0.2691, pruned_loss=0.05435, over 12292.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.009301, over 28.00 utterances.], tot_loss[loss=0.1815, simple_loss=0.2623, pruned_loss=0.05033, over 2272377.73 frames. utt_duration=541 frames, utt_pad_proportion=0.06359, over 16847.36 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2912, pruned_loss=0.05995, over 585057.98 frames. utt_duration=1332 frames, utt_pad_proportion=0.05218, over 1758.69 utterances.], giga_tot_loss[loss=0.1785, simple_loss=0.2587, pruned_loss=0.04919, over 2210364.59 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06498, over 17667.93 utterances.], batch size: 28, lr: 4.08e-04
2022-08-25 06:54:25,307 INFO [train.py:927] (7/8) Epoch 9, batch 550, giga_loss[loss=0.2056, simple_loss=0.3013, pruned_loss=0.05495, over 12416.00 frames. utt_duration=858 frames, utt_pad_proportion=0.02717, over 58.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2743, pruned_loss=0.05572, over 2317696.46 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06411, over 16799.12 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2911, pruned_loss=0.06021, over 640547.16 frames. utt_duration=1340 frames, utt_pad_proportion=0.04908, over 1914.91 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2711, pruned_loss=0.05468, over 2263603.07 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06564, over 17724.74 utterances.], batch size: 58, lr: 4.07e-04
2022-08-25 06:56:10,776 INFO [train.py:927] (7/8) Epoch 9, batch 600, giga_loss[loss=0.1864, simple_loss=0.2822, pruned_loss=0.04534, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03725, over 28.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2817, pruned_loss=0.05813, over 2351758.82 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06902, over 17860.90 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2919, pruned_loss=0.06052, over 667775.47 frames. utt_duration=1323 frames, utt_pad_proportion=0.04974, over 2020.63 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.279, pruned_loss=0.05725, over 2307299.77 frames. utt_duration=495 frames, utt_pad_proportion=0.06999, over 18702.54 utterances.], batch size: 28, lr: 4.07e-04
2022-08-25 06:57:55,336 INFO [train.py:927] (7/8) Epoch 9, batch 650, giga_loss[loss=0.2152, simple_loss=0.3065, pruned_loss=0.06194, over 12367.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04626, over 146.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2851, pruned_loss=0.05874, over 2378882.66 frames. utt_duration=527.6 frames, utt_pad_proportion=0.0657, over 18085.45 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2916, pruned_loss=0.0603, over 694579.13 frames. utt_duration=1328 frames, utt_pad_proportion=0.04782, over 2094.93 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.283, pruned_loss=0.05808, over 2342443.20 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06688, over 18900.70 utterances.], batch size: 146, lr: 4.07e-04
2022-08-25 06:59:40,658 INFO [train.py:927] (7/8) Epoch 9, batch 700, giga_loss[loss=0.2494, simple_loss=0.3286, pruned_loss=0.08512, over 12415.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03889, over 133.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2894, pruned_loss=0.06104, over 2400248.15 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06359, over 17473.84 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2922, pruned_loss=0.06001, over 746971.56 frames. utt_duration=1340 frames, utt_pad_proportion=0.04441, over 2231.53 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2875, pruned_loss=0.06061, over 2369027.86 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06517, over 18412.60 utterances.], batch size: 133, lr: 4.07e-04
2022-08-25 07:01:22,766 INFO [train.py:927] (7/8) Epoch 9, batch 750, libri_loss[loss=0.1932, simple_loss=0.2726, pruned_loss=0.05689, over 12408.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007909, over 30.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2949, pruned_loss=0.06389, over 2416393.43 frames. utt_duration=550.4 frames, utt_pad_proportion=0.0646, over 17608.94 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2918, pruned_loss=0.05986, over 822711.48 frames. utt_duration=1354 frames, utt_pad_proportion=0.04068, over 2433.88 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2935, pruned_loss=0.06373, over 2388729.92 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06648, over 18796.52 utterances.], batch size: 30, lr: 4.07e-04
2022-08-25 07:03:05,568 INFO [train.py:927] (7/8) Epoch 9, batch 800, giga_loss[loss=0.2144, simple_loss=0.3088, pruned_loss=0.06004, over 12085.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03654, over 30.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2975, pruned_loss=0.06413, over 2428231.54 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06573, over 17491.36 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2919, pruned_loss=0.05988, over 863346.69 frames. utt_duration=1357 frames, utt_pad_proportion=0.03839, over 2547.83 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2965, pruned_loss=0.0641, over 2405240.36 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06766, over 18683.41 utterances.], batch size: 30, lr: 4.07e-04
2022-08-25 07:04:49,552 INFO [train.py:927] (7/8) Epoch 9, batch 850, giga_loss[loss=0.2024, simple_loss=0.3035, pruned_loss=0.05067, over 12383.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04646, over 26.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2989, pruned_loss=0.06398, over 2437539.78 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06455, over 17502.64 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2924, pruned_loss=0.05997, over 894837.04 frames. utt_duration=1358 frames, utt_pad_proportion=0.03699, over 2639.17 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2981, pruned_loss=0.064, over 2418984.90 frames. utt_duration=520.8 frames, utt_pad_proportion=0.0665, over 18632.44 utterances.], batch size: 26, lr: 4.07e-04
2022-08-25 07:06:35,218 INFO [train.py:927] (7/8) Epoch 9, batch 900, giga_loss[loss=0.2076, simple_loss=0.3037, pruned_loss=0.05573, over 12363.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03139, over 58.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2994, pruned_loss=0.0638, over 2445347.16 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06099, over 17191.66 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2918, pruned_loss=0.05955, over 933735.07 frames. utt_duration=1362 frames, utt_pad_proportion=0.03523, over 2746.00 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2992, pruned_loss=0.06406, over 2429993.71 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06322, over 18331.88 utterances.], batch size: 58, lr: 4.07e-04
2022-08-25 07:08:21,571 INFO [train.py:927] (7/8) Epoch 9, batch 950, giga_loss[loss=0.2565, simple_loss=0.323, pruned_loss=0.09499, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04071, over 114.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3019, pruned_loss=0.06693, over 2451796.93 frames. utt_duration=579 frames, utt_pad_proportion=0.06148, over 16980.94 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2914, pruned_loss=0.05939, over 941458.39 frames. utt_duration=1364 frames, utt_pad_proportion=0.03492, over 2763.27 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3019, pruned_loss=0.06722, over 2439654.64 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06332, over 17918.82 utterances.], batch size: 114, lr: 4.07e-04
2022-08-25 07:10:13,792 INFO [train.py:927] (7/8) Epoch 9, batch 1000, giga_loss[loss=0.1867, simple_loss=0.2785, pruned_loss=0.04741, over 12377.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02789, over 70.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3016, pruned_loss=0.06766, over 2456013.14 frames. utt_duration=591.8 frames, utt_pad_proportion=0.0582, over 16643.56 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2911, pruned_loss=0.05946, over 986632.74 frames. utt_duration=1362 frames, utt_pad_proportion=0.03388, over 2900.38 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.302, pruned_loss=0.06809, over 2445947.76 frames. utt_duration=556 frames, utt_pad_proportion=0.06032, over 17643.00 utterances.], batch size: 70, lr: 4.07e-04
2022-08-25 07:11:55,992 INFO [train.py:927] (7/8) Epoch 9, batch 1050, giga_loss[loss=0.195, simple_loss=0.2858, pruned_loss=0.05209, over 12368.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03122, over 58.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2996, pruned_loss=0.06686, over 2459318.93 frames. utt_duration=611.7 frames, utt_pad_proportion=0.05622, over 16121.84 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2902, pruned_loss=0.05904, over 1015945.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.03341, over 2973.68 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3005, pruned_loss=0.06752, over 2451254.79 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05831, over 17102.95 utterances.], batch size: 58, lr: 4.07e-04
2022-08-25 07:13:39,510 INFO [train.py:927] (7/8) Epoch 9, batch 1100, giga_loss[loss=0.1875, simple_loss=0.2837, pruned_loss=0.04567, over 12305.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02939, over 74.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2991, pruned_loss=0.06675, over 2462423.36 frames. utt_duration=604.5 frames, utt_pad_proportion=0.056, over 16335.33 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2902, pruned_loss=0.05899, over 1052182.52 frames. utt_duration=1365 frames, utt_pad_proportion=0.0323, over 3086.02 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3, pruned_loss=0.06748, over 2455582.21 frames. utt_duration=569 frames, utt_pad_proportion=0.05804, over 17307.57 utterances.], batch size: 74, lr: 4.07e-04
2022-08-25 07:15:23,883 INFO [train.py:927] (7/8) Epoch 9, batch 1150, giga_loss[loss=0.1933, simple_loss=0.2839, pruned_loss=0.05132, over 12371.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02817, over 66.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2962, pruned_loss=0.06513, over 2465910.95 frames. utt_duration=576.8 frames, utt_pad_proportion=0.0578, over 17144.13 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2903, pruned_loss=0.05862, over 1073444.36 frames. utt_duration=1365 frames, utt_pad_proportion=0.03184, over 3148.33 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.297, pruned_loss=0.06593, over 2460342.82 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05945, over 18030.98 utterances.], batch size: 66, lr: 4.07e-04
2022-08-25 07:17:08,412 INFO [train.py:927] (7/8) Epoch 9, batch 1200, giga_loss[loss=0.2296, simple_loss=0.3124, pruned_loss=0.07335, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03181, over 97.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2928, pruned_loss=0.06404, over 2467683.55 frames. utt_duration=547.8 frames, utt_pad_proportion=0.05915, over 18067.87 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2902, pruned_loss=0.05828, over 1114331.26 frames. utt_duration=1349 frames, utt_pad_proportion=0.03313, over 3307.00 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2936, pruned_loss=0.06497, over 2463577.28 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06047, over 19030.80 utterances.], batch size: 97, lr: 4.07e-04
2022-08-25 07:18:52,696 INFO [train.py:927] (7/8) Epoch 9, batch 1250, giga_loss[loss=0.2142, simple_loss=0.3023, pruned_loss=0.06307, over 12397.00 frames. utt_duration=710 frames, utt_pad_proportion=0.0234, over 70.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2926, pruned_loss=0.06352, over 2468740.92 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06137, over 17837.12 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2905, pruned_loss=0.05843, over 1134320.67 frames. utt_duration=1351 frames, utt_pad_proportion=0.03241, over 3363.16 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2931, pruned_loss=0.06428, over 2465686.97 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06258, over 18744.65 utterances.], batch size: 70, lr: 4.07e-04
2022-08-25 07:20:38,190 INFO [train.py:927] (7/8) Epoch 9, batch 1300, libri_loss[loss=0.1604, simple_loss=0.2495, pruned_loss=0.03566, over 12273.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01045, over 28.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2903, pruned_loss=0.06292, over 2469310.40 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05773, over 17386.60 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2904, pruned_loss=0.05825, over 1154257.51 frames. utt_duration=1349 frames, utt_pad_proportion=0.03209, over 3427.32 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2908, pruned_loss=0.06368, over 2466885.44 frames. utt_duration=542.5 frames, utt_pad_proportion=0.05907, over 18239.89 utterances.], batch size: 28, lr: 4.07e-04
2022-08-25 07:22:21,447 INFO [train.py:927] (7/8) Epoch 9, batch 1350, giga_loss[loss=0.2105, simple_loss=0.2784, pruned_loss=0.07131, over 12479.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03437, over 40.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2868, pruned_loss=0.06181, over 2470434.26 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05849, over 17177.68 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2904, pruned_loss=0.05821, over 1167026.18 frames. utt_duration=1352 frames, utt_pad_proportion=0.03162, over 3455.97 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2872, pruned_loss=0.06245, over 2468839.84 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05967, over 17943.67 utterances.], batch size: 40, lr: 4.07e-04
2022-08-25 07:24:04,030 INFO [train.py:927] (7/8) Epoch 9, batch 1400, giga_loss[loss=0.1961, simple_loss=0.2798, pruned_loss=0.05618, over 12375.00 frames. utt_duration=343 frames, utt_pad_proportion=0.03912, over 145.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2836, pruned_loss=0.06044, over 2471066.78 frames. utt_duration=590.2 frames, utt_pad_proportion=0.05411, over 16789.87 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2912, pruned_loss=0.05852, over 1179720.80 frames. utt_duration=1347 frames, utt_pad_proportion=0.03191, over 3507.25 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2835, pruned_loss=0.06084, over 2470068.41 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05529, over 17462.66 utterances.], batch size: 145, lr: 4.07e-04
2022-08-25 07:25:47,426 INFO [train.py:927] (7/8) Epoch 9, batch 1450, giga_loss[loss=0.2529, simple_loss=0.3174, pruned_loss=0.09422, over 12365.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2816, pruned_loss=0.05949, over 2471328.03 frames. utt_duration=609.2 frames, utt_pad_proportion=0.05209, over 16266.00 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2923, pruned_loss=0.05856, over 1224010.84 frames. utt_duration=1351 frames, utt_pad_proportion=0.03021, over 3627.59 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2807, pruned_loss=0.05985, over 2470749.70 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05374, over 17107.16 utterances.], batch size: 257, lr: 4.07e-04
2022-08-25 07:27:31,276 INFO [train.py:927] (7/8) Epoch 9, batch 1500, libri_loss[loss=0.2152, simple_loss=0.3087, pruned_loss=0.06086, over 12249.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004669, over 34.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2798, pruned_loss=0.05897, over 2470531.69 frames. utt_duration=640.4 frames, utt_pad_proportion=0.05105, over 15467.60 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.293, pruned_loss=0.05869, over 1266742.19 frames. utt_duration=1349 frames, utt_pad_proportion=0.02889, over 3759.69 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2784, pruned_loss=0.0592, over 2470314.89 frames. utt_duration=603.4 frames, utt_pad_proportion=0.05309, over 16415.65 utterances.], batch size: 34, lr: 4.07e-04
2022-08-25 07:29:15,802 INFO [train.py:927] (7/8) Epoch 9, batch 1550, giga_loss[loss=0.2789, simple_loss=0.338, pruned_loss=0.1099, over 12353.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2055, over 370.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2814, pruned_loss=0.06013, over 2471853.03 frames. utt_duration=628.2 frames, utt_pad_proportion=0.05511, over 15777.17 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2929, pruned_loss=0.05866, over 1290743.54 frames. utt_duration=1324 frames, utt_pad_proportion=0.03728, over 3902.59 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2801, pruned_loss=0.06034, over 2471584.95 frames. utt_duration=597 frames, utt_pad_proportion=0.05483, over 16601.58 utterances.], batch size: 370, lr: 4.07e-04
2022-08-25 07:30:59,971 INFO [train.py:927] (7/8) Epoch 9, batch 1600, libri_loss[loss=0.2087, simple_loss=0.3037, pruned_loss=0.05685, over 12269.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.009096, over 37.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2855, pruned_loss=0.06235, over 2471630.67 frames. utt_duration=624.9 frames, utt_pad_proportion=0.05589, over 15857.89 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2925, pruned_loss=0.05878, over 1342496.46 frames. utt_duration=1334 frames, utt_pad_proportion=0.03514, over 4030.42 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2842, pruned_loss=0.06256, over 2471718.39 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05633, over 16896.97 utterances.], batch size: 37, lr: 4.06e-04
2022-08-25 07:32:44,846 INFO [train.py:927] (7/8) Epoch 9, batch 1650, giga_loss[loss=0.2037, simple_loss=0.291, pruned_loss=0.05824, over 12422.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03951, over 123.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.29, pruned_loss=0.0643, over 2471976.83 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05885, over 16551.54 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2915, pruned_loss=0.05833, over 1375495.60 frames. utt_duration=1343 frames, utt_pad_proportion=0.03385, over 4100.53 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2894, pruned_loss=0.06485, over 2472488.34 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05959, over 17661.22 utterances.], batch size: 123, lr: 4.06e-04
2022-08-25 07:34:30,093 INFO [train.py:927] (7/8) Epoch 9, batch 1700, giga_loss[loss=0.2625, simple_loss=0.3381, pruned_loss=0.09351, over 12427.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04175, over 146.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.296, pruned_loss=0.06658, over 2471803.21 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06004, over 17145.47 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.291, pruned_loss=0.05818, over 1396962.26 frames. utt_duration=1351 frames, utt_pad_proportion=0.0331, over 4139.27 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2957, pruned_loss=0.06722, over 2472471.77 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06084, over 18223.23 utterances.], batch size: 146, lr: 4.06e-04
2022-08-25 07:36:11,197 INFO [train.py:927] (7/8) Epoch 9, batch 1750, giga_loss[loss=0.2081, simple_loss=0.2936, pruned_loss=0.06136, over 12269.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02724, over 54.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2981, pruned_loss=0.06705, over 2471426.35 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06222, over 17232.05 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2909, pruned_loss=0.05841, over 1433621.14 frames. utt_duration=1355 frames, utt_pad_proportion=0.03204, over 4235.93 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2982, pruned_loss=0.06772, over 2472324.52 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06324, over 18403.48 utterances.], batch size: 54, lr: 4.06e-04
2022-08-25 07:37:56,090 INFO [train.py:927] (7/8) Epoch 9, batch 1800, giga_loss[loss=0.1998, simple_loss=0.2818, pruned_loss=0.05889, over 12411.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0395, over 133.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2966, pruned_loss=0.06517, over 2471553.76 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06842, over 17564.36 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2906, pruned_loss=0.05831, over 1459170.73 frames. utt_duration=1358 frames, utt_pad_proportion=0.03116, over 4301.30 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.297, pruned_loss=0.06593, over 2472414.59 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06932, over 18732.39 utterances.], batch size: 133, lr: 4.06e-04
2022-08-25 07:39:40,689 INFO [train.py:927] (7/8) Epoch 9, batch 1850, giga_loss[loss=0.1966, simple_loss=0.2858, pruned_loss=0.05372, over 12115.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03821, over 30.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2973, pruned_loss=0.06505, over 2471770.67 frames. utt_duration=552.7 frames, utt_pad_proportion=0.07243, over 17937.65 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2908, pruned_loss=0.05814, over 1498500.31 frames. utt_duration=1351 frames, utt_pad_proportion=0.03154, over 4440.12 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2977, pruned_loss=0.066, over 2472865.42 frames. utt_duration=515.3 frames, utt_pad_proportion=0.07348, over 19250.89 utterances.], batch size: 30, lr: 4.06e-04
2022-08-25 07:41:24,910 INFO [train.py:927] (7/8) Epoch 9, batch 1900, giga_loss[loss=0.222, simple_loss=0.3076, pruned_loss=0.06817, over 12339.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03484, over 51.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2995, pruned_loss=0.06675, over 2472151.95 frames. utt_duration=540 frames, utt_pad_proportion=0.07501, over 18363.67 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2907, pruned_loss=0.05784, over 1517701.13 frames. utt_duration=1340 frames, utt_pad_proportion=0.03292, over 4534.64 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3, pruned_loss=0.06781, over 2473120.89 frames. utt_duration=507 frames, utt_pad_proportion=0.07578, over 19571.16 utterances.], batch size: 51, lr: 4.06e-04
2022-08-25 07:43:09,437 INFO [train.py:927] (7/8) Epoch 9, batch 1950, libri_loss[loss=0.2209, simple_loss=0.3127, pruned_loss=0.06452, over 12473.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006782, over 37.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3014, pruned_loss=0.06831, over 2472795.55 frames. utt_duration=543.1 frames, utt_pad_proportion=0.07223, over 18263.57 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.291, pruned_loss=0.05798, over 1550268.16 frames. utt_duration=1335 frames, utt_pad_proportion=0.03269, over 4649.28 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3019, pruned_loss=0.0694, over 2473904.19 frames. utt_duration=507 frames, utt_pad_proportion=0.07355, over 19574.28 utterances.], batch size: 37, lr: 4.06e-04
2022-08-25 07:44:51,976 INFO [train.py:927] (7/8) Epoch 9, batch 2000, giga_loss[loss=0.2072, simple_loss=0.2979, pruned_loss=0.05822, over 12268.00 frames. utt_duration=1889 frames, utt_pad_proportion=0.05091, over 26.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3025, pruned_loss=0.06882, over 2472607.11 frames. utt_duration=561 frames, utt_pad_proportion=0.06819, over 17676.39 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2911, pruned_loss=0.05798, over 1595341.81 frames. utt_duration=1319 frames, utt_pad_proportion=0.03813, over 4841.68 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3034, pruned_loss=0.07023, over 2473547.59 frames. utt_duration=517 frames, utt_pad_proportion=0.06904, over 19192.71 utterances.], batch size: 26, lr: 4.06e-04
2022-08-25 07:46:37,128 INFO [train.py:927] (7/8) Epoch 9, batch 2050, giga_loss[loss=0.2354, simple_loss=0.3114, pruned_loss=0.07973, over 12399.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05641, over 162.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3037, pruned_loss=0.06957, over 2471928.85 frames. utt_duration=556 frames, utt_pad_proportion=0.0693, over 17832.53 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2902, pruned_loss=0.05772, over 1612353.35 frames. utt_duration=1328 frames, utt_pad_proportion=0.03744, over 4861.72 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3052, pruned_loss=0.07106, over 2473047.48 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07024, over 19259.65 utterances.], batch size: 162, lr: 4.06e-04
2022-08-25 07:48:19,566 INFO [train.py:927] (7/8) Epoch 9, batch 2100, giga_loss[loss=0.2495, simple_loss=0.3173, pruned_loss=0.09089, over 12378.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04528, over 146.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3034, pruned_loss=0.0691, over 2472064.65 frames. utt_duration=587.3 frames, utt_pad_proportion=0.06423, over 16878.29 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2901, pruned_loss=0.05765, over 1658221.68 frames. utt_duration=1336 frames, utt_pad_proportion=0.0353, over 4970.48 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3054, pruned_loss=0.07093, over 2473212.12 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06647, over 18559.84 utterances.], batch size: 146, lr: 4.06e-04
2022-08-25 07:50:01,567 INFO [train.py:927] (7/8) Epoch 9, batch 2150, giga_loss[loss=0.2237, simple_loss=0.3099, pruned_loss=0.06876, over 12427.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03321, over 75.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3025, pruned_loss=0.0687, over 2471943.90 frames. utt_duration=615 frames, utt_pad_proportion=0.06137, over 16117.80 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2898, pruned_loss=0.05764, over 1678183.60 frames. utt_duration=1342 frames, utt_pad_proportion=0.03443, over 5008.95 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3045, pruned_loss=0.07041, over 2473028.32 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06396, over 17683.17 utterances.], batch size: 75, lr: 4.06e-04
2022-08-25 07:51:43,827 INFO [train.py:927] (7/8) Epoch 9, batch 2200, giga_loss[loss=0.217, simple_loss=0.2957, pruned_loss=0.06914, over 12384.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02581, over 66.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.302, pruned_loss=0.06887, over 2471218.15 frames. utt_duration=650.2 frames, utt_pad_proportion=0.05778, over 15237.82 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.289, pruned_loss=0.05717, over 1693785.44 frames. utt_duration=1343 frames, utt_pad_proportion=0.03431, over 5048.62 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3043, pruned_loss=0.07071, over 2472217.32 frames. utt_duration=596 frames, utt_pad_proportion=0.06047, over 16634.39 utterances.], batch size: 66, lr: 4.06e-04
2022-08-25 07:53:25,958 INFO [train.py:927] (7/8) Epoch 9, batch 2250, giga_loss[loss=0.2089, simple_loss=0.2947, pruned_loss=0.06155, over 12366.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02843, over 70.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3039, pruned_loss=0.06961, over 2471971.10 frames. utt_duration=622.5 frames, utt_pad_proportion=0.05884, over 15922.29 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2895, pruned_loss=0.05733, over 1709382.55 frames. utt_duration=1337 frames, utt_pad_proportion=0.03496, over 5119.94 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3056, pruned_loss=0.07118, over 2472625.16 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06088, over 17143.05 utterances.], batch size: 70, lr: 4.06e-04
2022-08-25 07:55:09,769 INFO [train.py:927] (7/8) Epoch 9, batch 2300, giga_loss[loss=0.2183, simple_loss=0.3058, pruned_loss=0.06539, over 12158.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.04387, over 28.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.303, pruned_loss=0.06907, over 2472287.32 frames. utt_duration=634.1 frames, utt_pad_proportion=0.05828, over 15633.19 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2893, pruned_loss=0.05731, over 1731984.86 frames. utt_duration=1341 frames, utt_pad_proportion=0.03456, over 5172.92 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.305, pruned_loss=0.07066, over 2472807.10 frames. utt_duration=588.3 frames, utt_pad_proportion=0.06038, over 16857.22 utterances.], batch size: 28, lr: 4.06e-04
2022-08-25 07:56:54,031 INFO [train.py:927] (7/8) Epoch 9, batch 2350, giga_loss[loss=0.2071, simple_loss=0.2863, pruned_loss=0.06396, over 12377.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.0276, over 66.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3019, pruned_loss=0.0686, over 2472051.11 frames. utt_duration=615.4 frames, utt_pad_proportion=0.06105, over 16107.56 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2899, pruned_loss=0.05767, over 1750108.50 frames. utt_duration=1319 frames, utt_pad_proportion=0.04107, over 5312.85 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3033, pruned_loss=0.06992, over 2472650.87 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06108, over 17193.00 utterances.], batch size: 66, lr: 4.06e-04
2022-08-25 07:58:36,454 INFO [train.py:927] (7/8) Epoch 9, batch 2400, giga_loss[loss=0.2391, simple_loss=0.3218, pruned_loss=0.07823, over 12425.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05467, over 162.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3002, pruned_loss=0.06839, over 2472181.14 frames. utt_duration=614.4 frames, utt_pad_proportion=0.06236, over 16133.35 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.29, pruned_loss=0.0577, over 1760738.67 frames. utt_duration=1315 frames, utt_pad_proportion=0.04173, over 5360.92 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3014, pruned_loss=0.06955, over 2472776.79 frames. utt_duration=580.3 frames, utt_pad_proportion=0.06226, over 17087.78 utterances.], batch size: 162, lr: 4.06e-04
2022-08-25 08:00:18,362 INFO [train.py:927] (7/8) Epoch 9, batch 2450, giga_loss[loss=0.1904, simple_loss=0.2697, pruned_loss=0.05549, over 12321.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.03489, over 58.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2979, pruned_loss=0.06799, over 2471845.25 frames. utt_duration=627.7 frames, utt_pad_proportion=0.06177, over 15789.30 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2905, pruned_loss=0.05791, over 1771626.18 frames. utt_duration=1315 frames, utt_pad_proportion=0.04108, over 5395.31 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2986, pruned_loss=0.06891, over 2472078.63 frames. utt_duration=595.2 frames, utt_pad_proportion=0.06204, over 16654.01 utterances.], batch size: 58, lr: 4.06e-04
2022-08-25 08:02:00,711 INFO [train.py:927] (7/8) Epoch 9, batch 2500, giga_loss[loss=0.1905, simple_loss=0.2677, pruned_loss=0.05669, over 12382.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02488, over 48.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2956, pruned_loss=0.06686, over 2472816.72 frames. utt_duration=625.5 frames, utt_pad_proportion=0.0578, over 15849.97 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2915, pruned_loss=0.05805, over 1778706.46 frames. utt_duration=1317 frames, utt_pad_proportion=0.04063, over 5409.33 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2956, pruned_loss=0.06758, over 2472920.81 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05837, over 16604.31 utterances.], batch size: 48, lr: 4.06e-04
2022-08-25 08:03:45,835 INFO [train.py:927] (7/8) Epoch 9, batch 2550, giga_loss[loss=0.2532, simple_loss=0.326, pruned_loss=0.09019, over 12355.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1907, over 363.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.294, pruned_loss=0.06536, over 2473028.31 frames. utt_duration=623.8 frames, utt_pad_proportion=0.05645, over 15895.30 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2931, pruned_loss=0.05812, over 1796149.92 frames. utt_duration=1323 frames, utt_pad_proportion=0.03961, over 5436.84 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2932, pruned_loss=0.06606, over 2472885.14 frames. utt_duration=593.8 frames, utt_pad_proportion=0.05737, over 16698.74 utterances.], batch size: 363, lr: 4.06e-04
2022-08-25 08:05:28,008 INFO [train.py:927] (7/8) Epoch 9, batch 2600, giga_loss[loss=0.1996, simple_loss=0.2748, pruned_loss=0.06224, over 12427.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04786, over 34.00 utterances.], tot_loss[loss=0.213, simple_loss=0.295, pruned_loss=0.06553, over 2473586.57 frames. utt_duration=613.9 frames, utt_pad_proportion=0.05358, over 16156.16 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.0582, over 1809626.11 frames. utt_duration=1326 frames, utt_pad_proportion=0.03879, over 5466.86 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2943, pruned_loss=0.06616, over 2473442.21 frames. utt_duration=585.2 frames, utt_pad_proportion=0.05476, over 16948.85 utterances.], batch size: 34, lr: 4.06e-04
2022-08-25 08:07:09,198 INFO [train.py:927] (7/8) Epoch 9, batch 2650, libri_loss[loss=0.1874, simple_loss=0.2732, pruned_loss=0.05074, over 12350.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005671, over 33.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2958, pruned_loss=0.06517, over 2474077.40 frames. utt_duration=582 frames, utt_pad_proportion=0.05265, over 17047.71 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05791, over 1825736.91 frames. utt_duration=1331 frames, utt_pad_proportion=0.03795, over 5494.89 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2956, pruned_loss=0.06604, over 2474293.99 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05394, over 17918.74 utterances.], batch size: 33, lr: 4.05e-04
2022-08-25 08:08:50,158 INFO [train.py:927] (7/8) Epoch 9, batch 2700, giga_loss[loss=0.232, simple_loss=0.3058, pruned_loss=0.07916, over 12364.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09861, over 256.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2957, pruned_loss=0.06496, over 2474090.74 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05665, over 17800.40 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2932, pruned_loss=0.05872, over 1860126.64 frames. utt_duration=1331 frames, utt_pad_proportion=0.03661, over 5597.47 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2954, pruned_loss=0.06551, over 2474604.47 frames. utt_duration=522.1 frames, utt_pad_proportion=0.05817, over 19014.10 utterances.], batch size: 256, lr: 4.05e-04
2022-08-25 08:10:32,140 INFO [train.py:927] (7/8) Epoch 9, batch 2750, libri_loss[loss=0.2049, simple_loss=0.2896, pruned_loss=0.06006, over 12177.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006215, over 33.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.296, pruned_loss=0.06468, over 2474557.35 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05494, over 18099.66 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.293, pruned_loss=0.05864, over 1881035.38 frames. utt_duration=1332 frames, utt_pad_proportion=0.03588, over 5656.34 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.296, pruned_loss=0.06538, over 2475228.64 frames. utt_duration=511.1 frames, utt_pad_proportion=0.05669, over 19430.82 utterances.], batch size: 33, lr: 4.05e-04
2022-08-25 08:12:15,258 INFO [train.py:927] (7/8) Epoch 9, batch 2800, giga_loss[loss=0.2422, simple_loss=0.3302, pruned_loss=0.07713, over 12384.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06441, over 183.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2975, pruned_loss=0.06545, over 2474687.58 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05651, over 18391.10 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2932, pruned_loss=0.05882, over 1892690.67 frames. utt_duration=1316 frames, utt_pad_proportion=0.04203, over 5760.03 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2974, pruned_loss=0.06599, over 2475354.64 frames. utt_duration=507.1 frames, utt_pad_proportion=0.05618, over 19582.66 utterances.], batch size: 183, lr: 4.05e-04
2022-08-25 08:13:57,854 INFO [train.py:927] (7/8) Epoch 9, batch 2850, giga_loss[loss=0.2241, simple_loss=0.3052, pruned_loss=0.07152, over 12401.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04734, over 31.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2986, pruned_loss=0.06584, over 2474693.10 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05641, over 17583.43 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2936, pruned_loss=0.05901, over 1904165.22 frames. utt_duration=1318 frames, utt_pad_proportion=0.04123, over 5784.67 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2984, pruned_loss=0.06626, over 2475282.04 frames. utt_duration=530.3 frames, utt_pad_proportion=0.05646, over 18722.81 utterances.], batch size: 31, lr: 4.05e-04
2022-08-25 08:15:40,596 INFO [train.py:927] (7/8) Epoch 9, batch 2900, giga_loss[loss=0.2503, simple_loss=0.3256, pruned_loss=0.08745, over 12395.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06853, over 211.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2985, pruned_loss=0.06554, over 2474868.77 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05935, over 17747.86 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2932, pruned_loss=0.05894, over 1915329.97 frames. utt_duration=1322 frames, utt_pad_proportion=0.04053, over 5799.80 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2987, pruned_loss=0.06605, over 2475481.95 frames. utt_duration=526.9 frames, utt_pad_proportion=0.05954, over 18845.42 utterances.], batch size: 211, lr: 4.05e-04
2022-08-25 08:17:21,430 INFO [train.py:927] (7/8) Epoch 9, batch 2950, giga_loss[loss=0.2082, simple_loss=0.2901, pruned_loss=0.06319, over 12397.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02593, over 91.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.298, pruned_loss=0.06534, over 2474021.41 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05816, over 17242.40 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.293, pruned_loss=0.05884, over 1928825.35 frames. utt_duration=1324 frames, utt_pad_proportion=0.0401, over 5835.49 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2984, pruned_loss=0.06595, over 2474815.81 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05867, over 18343.91 utterances.], batch size: 91, lr: 4.05e-04
2022-08-25 08:19:07,791 INFO [train.py:927] (7/8) Epoch 9, batch 3000, giga_loss[loss=0.1812, simple_loss=0.2554, pruned_loss=0.05349, over 12470.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03365, over 43.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2952, pruned_loss=0.06394, over 2474094.75 frames. utt_duration=605.3 frames, utt_pad_proportion=0.05458, over 16389.89 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2938, pruned_loss=0.05908, over 1934372.32 frames. utt_duration=1324 frames, utt_pad_proportion=0.0397, over 5850.11 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2949, pruned_loss=0.0643, over 2474614.06 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05538, over 17343.45 utterances.], batch size: 43, lr: 4.05e-04
2022-08-25 08:19:07,792 INFO [train.py:958] (7/8) Computing validation loss
2022-08-25 08:19:21,838 INFO [train.py:967] (7/8) 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 08:21:01,269 INFO [train.py:927] (7/8) Epoch 9, batch 3050, giga_loss[loss=0.1998, simple_loss=0.2875, pruned_loss=0.05605, over 12457.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03406, over 43.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2956, pruned_loss=0.06353, over 2474106.88 frames. utt_duration=607.5 frames, utt_pad_proportion=0.05139, over 16331.70 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2944, pruned_loss=0.05943, over 1950252.23 frames. utt_duration=1322 frames, utt_pad_proportion=0.03925, over 5909.71 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.295, pruned_loss=0.06369, over 2474622.84 frames. utt_duration=573.1 frames, utt_pad_proportion=0.0525, over 17318.07 utterances.], batch size: 43, lr: 4.05e-04
2022-08-25 08:22:40,365 INFO [train.py:927] (7/8) Epoch 9, batch 3100, giga_loss[loss=0.2251, simple_loss=0.3113, pruned_loss=0.06939, over 12433.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05421, over 162.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2984, pruned_loss=0.06512, over 2473961.96 frames. utt_duration=579.4 frames, utt_pad_proportion=0.05562, over 17124.11 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2945, pruned_loss=0.05953, over 1962934.04 frames. utt_duration=1323 frames, utt_pad_proportion=0.03889, over 5942.51 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2979, pruned_loss=0.0653, over 2474625.35 frames. utt_duration=547.7 frames, utt_pad_proportion=0.05654, over 18120.65 utterances.], batch size: 162, lr: 4.05e-04
2022-08-25 08:24:19,874 INFO [train.py:927] (7/8) Epoch 9, batch 3150, giga_loss[loss=0.2054, simple_loss=0.2916, pruned_loss=0.05956, over 12323.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.0346, over 51.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2971, pruned_loss=0.06549, over 2474501.61 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05275, over 16849.32 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2948, pruned_loss=0.05961, over 1973162.47 frames. utt_duration=1324 frames, utt_pad_proportion=0.03815, over 5967.51 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2966, pruned_loss=0.06567, over 2474954.04 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05396, over 17814.71 utterances.], batch size: 51, lr: 4.05e-04
2022-08-25 08:25:58,724 INFO [train.py:927] (7/8) Epoch 9, batch 3200, giga_loss[loss=0.18, simple_loss=0.255, pruned_loss=0.05248, over 12135.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04012, over 33.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2952, pruned_loss=0.0651, over 2474507.18 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05178, over 16797.24 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2951, pruned_loss=0.05982, over 1980699.43 frames. utt_duration=1323 frames, utt_pad_proportion=0.03805, over 5996.78 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2945, pruned_loss=0.06518, over 2474803.86 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05289, over 17673.06 utterances.], batch size: 33, lr: 4.05e-04
2022-08-25 08:27:40,874 INFO [train.py:927] (7/8) Epoch 9, batch 3250, giga_loss[loss=0.1828, simple_loss=0.2674, pruned_loss=0.04912, over 12371.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03128, over 97.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2926, pruned_loss=0.06382, over 2474085.89 frames. utt_duration=598.4 frames, utt_pad_proportion=0.04919, over 16579.42 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2954, pruned_loss=0.05987, over 1992458.95 frames. utt_duration=1326 frames, utt_pad_proportion=0.03719, over 6016.74 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2919, pruned_loss=0.06393, over 2474762.52 frames. utt_duration=566.9 frames, utt_pad_proportion=0.0506, over 17508.49 utterances.], batch size: 97, lr: 4.05e-04
2022-08-25 08:29:21,653 INFO [train.py:927] (7/8) Epoch 9, batch 3300, giga_loss[loss=0.2316, simple_loss=0.3151, pruned_loss=0.07403, over 12421.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04277, over 146.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2887, pruned_loss=0.06251, over 2473612.39 frames. utt_duration=612.8 frames, utt_pad_proportion=0.04991, over 16185.66 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2952, pruned_loss=0.05979, over 2001646.47 frames. utt_duration=1326 frames, utt_pad_proportion=0.03667, over 6044.31 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2882, pruned_loss=0.06271, over 2474443.47 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05126, over 17076.99 utterances.], batch size: 146, lr: 4.05e-04
2022-08-25 08:31:03,310 INFO [train.py:927] (7/8) Epoch 9, batch 3350, giga_loss[loss=0.209, simple_loss=0.2921, pruned_loss=0.06298, over 12451.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03575, over 86.00 utterances.], tot_loss[loss=0.207, simple_loss=0.289, pruned_loss=0.06252, over 2473988.15 frames. utt_duration=590.4 frames, utt_pad_proportion=0.05506, over 16804.57 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.295, pruned_loss=0.05984, over 2013027.88 frames. utt_duration=1313 frames, utt_pad_proportion=0.042, over 6139.10 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2886, pruned_loss=0.06271, over 2474936.50 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05424, over 17672.71 utterances.], batch size: 86, lr: 4.05e-04
2022-08-25 08:32:44,577 INFO [train.py:927] (7/8) Epoch 9, batch 3400, giga_loss[loss=0.2126, simple_loss=0.298, pruned_loss=0.06364, over 12446.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03703, over 43.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2917, pruned_loss=0.06358, over 2473305.77 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05511, over 16627.08 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2952, pruned_loss=0.05993, over 2019762.30 frames. utt_duration=1315 frames, utt_pad_proportion=0.04142, over 6151.98 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2911, pruned_loss=0.0637, over 2474182.48 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05472, over 17447.51 utterances.], batch size: 43, lr: 4.05e-04
2022-08-25 08:34:26,170 INFO [train.py:927] (7/8) Epoch 9, batch 3450, giga_loss[loss=0.2241, simple_loss=0.3068, pruned_loss=0.07069, over 12440.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04378, over 114.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2947, pruned_loss=0.06459, over 2473300.97 frames. utt_duration=597 frames, utt_pad_proportion=0.05359, over 16612.28 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2956, pruned_loss=0.05993, over 2033249.44 frames. utt_duration=1311 frames, utt_pad_proportion=0.04142, over 6211.37 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2939, pruned_loss=0.0648, over 2473969.16 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05353, over 17505.63 utterances.], batch size: 114, lr: 4.05e-04
2022-08-25 08:36:12,557 INFO [train.py:927] (7/8) Epoch 9, batch 3500, giga_loss[loss=0.2689, simple_loss=0.3397, pruned_loss=0.09904, over 12364.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03671, over 122.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3016, pruned_loss=0.07048, over 2473391.82 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06402, over 17821.77 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2956, pruned_loss=0.06015, over 2052363.84 frames. utt_duration=1297 frames, utt_pad_proportion=0.046, over 6335.07 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3009, pruned_loss=0.07069, over 2474207.82 frames. utt_duration=526.7 frames, utt_pad_proportion=0.0623, over 18844.31 utterances.], batch size: 122, lr: 4.05e-04
2022-08-25 08:37:54,396 INFO [train.py:927] (7/8) Epoch 9, batch 3550, giga_loss[loss=0.234, simple_loss=0.3143, pruned_loss=0.07679, over 12357.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02893, over 91.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3076, pruned_loss=0.0741, over 2474535.78 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06625, over 18378.25 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2962, pruned_loss=0.06035, over 2058783.64 frames. utt_duration=1283 frames, utt_pad_proportion=0.0509, over 6427.19 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3067, pruned_loss=0.07429, over 2475061.22 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06352, over 19269.54 utterances.], batch size: 91, lr: 4.05e-04
2022-08-25 08:39:40,751 INFO [train.py:927] (7/8) Epoch 9, batch 3600, libri_loss[loss=0.1777, simple_loss=0.2561, pruned_loss=0.04966, over 12364.00 frames. utt_duration=1834 frames, utt_pad_proportion=0.03797, over 27.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3131, pruned_loss=0.0785, over 2474635.14 frames. utt_duration=517.9 frames, utt_pad_proportion=0.07279, over 19168.80 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.0604, over 2066997.95 frames. utt_duration=1285 frames, utt_pad_proportion=0.05045, over 6439.56 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3128, pruned_loss=0.0789, over 2475085.94 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07073, over 20088.52 utterances.], batch size: 27, lr: 4.05e-04
2022-08-25 08:41:25,448 INFO [train.py:927] (7/8) Epoch 9, batch 3650, giga_loss[loss=0.2377, simple_loss=0.3155, pruned_loss=0.07997, over 12360.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.0287, over 91.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.318, pruned_loss=0.08177, over 2474157.98 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07378, over 19355.17 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2966, pruned_loss=0.06068, over 2084718.97 frames. utt_duration=1272 frames, utt_pad_proportion=0.05383, over 6565.88 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3181, pruned_loss=0.08269, over 2474728.46 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07142, over 20504.28 utterances.], batch size: 91, lr: 4.05e-04
2022-08-25 08:43:12,277 INFO [train.py:927] (7/8) Epoch 9, batch 3700, giga_loss[loss=0.342, simple_loss=0.3947, pruned_loss=0.1446, over 12410.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07213, over 212.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3215, pruned_loss=0.08506, over 2473975.59 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07597, over 19991.09 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2965, pruned_loss=0.06066, over 2098081.68 frames. utt_duration=1261 frames, utt_pad_proportion=0.05747, over 6663.96 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3223, pruned_loss=0.08648, over 2474480.33 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07332, over 21233.83 utterances.], batch size: 212, lr: 4.04e-04
2022-08-25 08:44:59,233 INFO [train.py:927] (7/8) Epoch 9, batch 3750, libri_loss[loss=0.2403, simple_loss=0.3323, pruned_loss=0.07411, over 12335.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01707, over 41.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3277, pruned_loss=0.09071, over 2473999.83 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07779, over 21277.61 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2965, pruned_loss=0.06062, over 2110389.20 frames. utt_duration=1265 frames, utt_pad_proportion=0.05583, over 6679.56 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3293, pruned_loss=0.09279, over 2475011.96 frames. utt_duration=437 frames, utt_pad_proportion=0.07642, over 22728.96 utterances.], batch size: 41, lr: 4.04e-04
2022-08-25 08:46:48,318 INFO [train.py:927] (7/8) Epoch 9, batch 3800, giga_loss[loss=0.2379, simple_loss=0.3187, pruned_loss=0.07856, over 12319.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.02977, over 70.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3272, pruned_loss=0.09072, over 2473277.74 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07884, over 20726.80 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2964, pruned_loss=0.06063, over 2124381.43 frames. utt_duration=1245 frames, utt_pad_proportion=0.06404, over 6833.06 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3296, pruned_loss=0.09344, over 2474382.90 frames. utt_duration=446 frames, utt_pad_proportion=0.07574, over 22266.37 utterances.], batch size: 70, lr: 4.04e-04
2022-08-25 08:48:34,154 INFO [train.py:927] (7/8) Epoch 9, batch 3850, giga_loss[loss=0.2979, simple_loss=0.3466, pruned_loss=0.1246, over 12347.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2086, over 371.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3282, pruned_loss=0.09214, over 2473161.74 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07993, over 21631.18 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2964, pruned_loss=0.0606, over 2126074.52 frames. utt_duration=1246 frames, utt_pad_proportion=0.06374, over 6833.90 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3303, pruned_loss=0.09444, over 2474076.32 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07761, over 22906.44 utterances.], batch size: 371, lr: 4.04e-04
2022-08-25 08:50:17,062 INFO [train.py:927] (7/8) Epoch 9, batch 3900, giga_loss[loss=0.2841, simple_loss=0.3523, pruned_loss=0.1079, over 12376.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03949, over 145.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.33, pruned_loss=0.09329, over 2473385.95 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08329, over 22724.83 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2958, pruned_loss=0.0604, over 2136027.41 frames. utt_duration=1248 frames, utt_pad_proportion=0.06322, over 6854.03 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3329, pruned_loss=0.09613, over 2474416.91 frames. utt_duration=411.6 frames, utt_pad_proportion=0.08158, over 24129.80 utterances.], batch size: 145, lr: 4.04e-04
2022-08-25 08:52:04,911 INFO [train.py:927] (7/8) Epoch 9, batch 3950, giga_loss[loss=0.2684, simple_loss=0.3417, pruned_loss=0.0976, over 12454.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03468, over 123.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3296, pruned_loss=0.0924, over 2473665.83 frames. utt_duration=419.5 frames, utt_pad_proportion=0.08526, over 23668.32 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.296, pruned_loss=0.06048, over 2142384.20 frames. utt_duration=1250 frames, utt_pad_proportion=0.06246, over 6861.81 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3324, pruned_loss=0.09518, over 2474779.08 frames. utt_duration=396.3 frames, utt_pad_proportion=0.08416, over 25071.51 utterances.], batch size: 123, lr: 4.04e-04
2022-08-25 08:53:53,395 INFO [train.py:927] (7/8) Epoch 9, batch 4000, giga_loss[loss=0.2271, simple_loss=0.3092, pruned_loss=0.07252, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04485, over 31.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3267, pruned_loss=0.08921, over 2474561.19 frames. utt_duration=431.4 frames, utt_pad_proportion=0.08279, over 23022.70 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2959, pruned_loss=0.06044, over 2145809.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.06225, over 6877.10 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3293, pruned_loss=0.09168, over 2475337.90 frames. utt_duration=409.7 frames, utt_pad_proportion=0.08212, over 24251.43 utterances.], batch size: 31, lr: 4.04e-04
2022-08-25 08:55:35,936 INFO [train.py:927] (7/8) Epoch 9, batch 4050, giga_loss[loss=0.2406, simple_loss=0.3189, pruned_loss=0.08115, over 12463.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03006, over 75.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3242, pruned_loss=0.08695, over 2474576.63 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08145, over 22644.43 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2958, pruned_loss=0.06027, over 2159893.83 frames. utt_duration=1254 frames, utt_pad_proportion=0.06036, over 6900.18 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3275, pruned_loss=0.09022, over 2475593.02 frames. utt_duration=409.4 frames, utt_pad_proportion=0.08169, over 24274.65 utterances.], batch size: 75, lr: 4.04e-04
2022-08-25 08:57:25,133 INFO [train.py:927] (7/8) Epoch 9, batch 4100, giga_loss[loss=0.3124, simple_loss=0.3627, pruned_loss=0.1311, over 12381.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.323, pruned_loss=0.08591, over 2474765.54 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08091, over 21822.32 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2963, pruned_loss=0.06052, over 2167789.33 frames. utt_duration=1236 frames, utt_pad_proportion=0.065, over 7021.21 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3259, pruned_loss=0.08889, over 2475479.45 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07999, over 23346.26 utterances.], batch size: 258, lr: 4.04e-04
2022-08-25 08:59:17,390 INFO [train.py:927] (7/8) Epoch 9, batch 4150, giga_loss[loss=0.2544, simple_loss=0.3489, pruned_loss=0.07989, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04388, over 146.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3225, pruned_loss=0.08464, over 2474798.32 frames. utt_duration=449.3 frames, utt_pad_proportion=0.08152, over 22104.34 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.296, pruned_loss=0.06048, over 2175038.02 frames. utt_duration=1239 frames, utt_pad_proportion=0.06397, over 7028.78 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3255, pruned_loss=0.08757, over 2475644.34 frames. utt_duration=420.7 frames, utt_pad_proportion=0.08109, over 23618.19 utterances.], batch size: 146, lr: 4.04e-04
2022-08-25 09:01:02,927 INFO [train.py:927] (7/8) Epoch 9, batch 4200, giga_loss[loss=0.2474, simple_loss=0.3238, pruned_loss=0.08554, over 12275.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02702, over 42.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3233, pruned_loss=0.08386, over 2474742.39 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07584, over 21379.03 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2959, pruned_loss=0.06036, over 2185090.92 frames. utt_duration=1243 frames, utt_pad_proportion=0.06327, over 7042.03 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3267, pruned_loss=0.08703, over 2475661.58 frames. utt_duration=431.2 frames, utt_pad_proportion=0.0762, over 23043.34 utterances.], batch size: 42, lr: 4.04e-04
2022-08-25 09:02:47,796 INFO [train.py:927] (7/8) Epoch 9, batch 4250, giga_loss[loss=0.1937, simple_loss=0.2831, pruned_loss=0.05218, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04672, over 31.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3224, pruned_loss=0.08295, over 2474706.53 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07286, over 21001.96 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.296, pruned_loss=0.06028, over 2194892.30 frames. utt_duration=1242 frames, utt_pad_proportion=0.06268, over 7078.44 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3258, pruned_loss=0.08628, over 2475600.19 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07362, over 22744.95 utterances.], batch size: 31, lr: 4.04e-04
2022-08-25 09:04:34,563 INFO [train.py:927] (7/8) Epoch 9, batch 4300, giga_loss[loss=0.2444, simple_loss=0.316, pruned_loss=0.08642, over 12339.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3205, pruned_loss=0.08286, over 2474826.87 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07226, over 20837.10 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.296, pruned_loss=0.06048, over 2205920.35 frames. utt_duration=1251 frames, utt_pad_proportion=0.06081, over 7060.64 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3242, pruned_loss=0.08622, over 2475549.12 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07353, over 22760.17 utterances.], batch size: 97, lr: 4.04e-04
2022-08-25 09:06:23,644 INFO [train.py:927] (7/8) Epoch 9, batch 4350, giga_loss[loss=0.2308, simple_loss=0.3132, pruned_loss=0.07415, over 12415.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03028, over 122.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3186, pruned_loss=0.08138, over 2474874.81 frames. utt_duration=471 frames, utt_pad_proportion=0.07673, over 21081.47 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2962, pruned_loss=0.06053, over 2212571.29 frames. utt_duration=1251 frames, utt_pad_proportion=0.05993, over 7081.12 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.322, pruned_loss=0.08452, over 2475431.52 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07782, over 22924.11 utterances.], batch size: 122, lr: 4.04e-04
2022-08-25 09:08:10,755 INFO [train.py:927] (7/8) Epoch 9, batch 4400, libri_loss[loss=0.2224, simple_loss=0.3032, pruned_loss=0.07083, over 12460.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005204, over 35.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3198, pruned_loss=0.08169, over 2474304.39 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07787, over 21171.46 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2964, pruned_loss=0.06069, over 2216509.40 frames. utt_duration=1253 frames, utt_pad_proportion=0.05913, over 7083.87 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3225, pruned_loss=0.08432, over 2474704.94 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07894, over 22809.06 utterances.], batch size: 35, lr: 4.04e-04
2022-08-25 09:09:59,837 INFO [train.py:927] (7/8) Epoch 9, batch 4450, giga_loss[loss=0.2441, simple_loss=0.3166, pruned_loss=0.08578, over 12445.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03362, over 105.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3185, pruned_loss=0.08126, over 2474505.18 frames. utt_duration=467.5 frames, utt_pad_proportion=0.0761, over 21239.33 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2964, pruned_loss=0.06073, over 2223778.73 frames. utt_duration=1251 frames, utt_pad_proportion=0.05888, over 7117.80 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3213, pruned_loss=0.08389, over 2475150.13 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07735, over 22907.95 utterances.], batch size: 105, lr: 4.04e-04
2022-08-25 09:11:48,097 INFO [train.py:927] (7/8) Epoch 9, batch 4500, libri_loss[loss=0.2324, simple_loss=0.3159, pruned_loss=0.07442, over 12418.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02292, over 43.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3184, pruned_loss=0.08195, over 2475548.92 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07202, over 21190.14 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2964, pruned_loss=0.06075, over 2228729.44 frames. utt_duration=1254 frames, utt_pad_proportion=0.05793, over 7117.52 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3211, pruned_loss=0.08439, over 2476095.32 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07363, over 22769.75 utterances.], batch size: 43, lr: 4.04e-04
2022-08-25 09:13:33,339 INFO [train.py:927] (7/8) Epoch 9, batch 4550, giga_loss[loss=0.2398, simple_loss=0.3152, pruned_loss=0.08219, over 12312.00 frames. utt_duration=625 frames, utt_pad_proportion=0.0265, over 79.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3158, pruned_loss=0.08071, over 2474878.03 frames. utt_duration=477 frames, utt_pad_proportion=0.0727, over 20817.81 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2965, pruned_loss=0.0607, over 2231102.86 frames. utt_duration=1256 frames, utt_pad_proportion=0.05745, over 7113.37 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3179, pruned_loss=0.08286, over 2475373.90 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07417, over 22192.95 utterances.], batch size: 79, lr: 4.04e-04
2022-08-25 09:15:19,504 INFO [train.py:927] (7/8) Epoch 9, batch 4600, giga_loss[loss=0.2619, simple_loss=0.3299, pruned_loss=0.09696, over 12368.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07547, over 212.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3157, pruned_loss=0.08104, over 2474907.87 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07978, over 21432.18 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2967, pruned_loss=0.06078, over 2237994.43 frames. utt_duration=1259 frames, utt_pad_proportion=0.05632, over 7118.03 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3179, pruned_loss=0.08327, over 2475625.50 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08106, over 22926.59 utterances.], batch size: 212, lr: 4.04e-04
2022-08-25 09:17:06,846 INFO [train.py:927] (7/8) Epoch 9, batch 4650, giga_loss[loss=0.2252, simple_loss=0.3186, pruned_loss=0.06592, over 12388.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02696, over 70.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3147, pruned_loss=0.07965, over 2474598.90 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0793, over 20942.07 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2963, pruned_loss=0.06058, over 2242627.46 frames. utt_duration=1263 frames, utt_pad_proportion=0.0554, over 7109.69 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.317, pruned_loss=0.08194, over 2475254.27 frames. utt_duration=443.6 frames, utt_pad_proportion=0.08079, over 22393.46 utterances.], batch size: 70, lr: 4.04e-04
2022-08-25 09:18:54,770 INFO [train.py:927] (7/8) Epoch 9, batch 4700, giga_loss[loss=0.2798, simple_loss=0.3422, pruned_loss=0.1087, over 12368.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06082, over 182.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3141, pruned_loss=0.0792, over 2474278.76 frames. utt_duration=476 frames, utt_pad_proportion=0.07645, over 20856.07 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2959, pruned_loss=0.06036, over 2245791.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.0554, over 7107.93 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3165, pruned_loss=0.08141, over 2475044.60 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07788, over 22175.69 utterances.], batch size: 182, lr: 4.04e-04
2022-08-25 09:20:42,218 INFO [train.py:927] (7/8) Epoch 9, batch 4750, giga_loss[loss=0.2634, simple_loss=0.3359, pruned_loss=0.09549, over 12401.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04355, over 146.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.316, pruned_loss=0.08128, over 2474262.36 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07482, over 20499.14 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2956, pruned_loss=0.06007, over 2249070.53 frames. utt_duration=1270 frames, utt_pad_proportion=0.05492, over 7093.40 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3184, pruned_loss=0.08358, over 2474987.26 frames. utt_duration=456.6 frames, utt_pad_proportion=0.0763, over 21748.80 utterances.], batch size: 146, lr: 4.03e-04
2022-08-25 09:22:26,442 INFO [train.py:927] (7/8) Epoch 9, batch 4800, giga_loss[loss=0.2547, simple_loss=0.3268, pruned_loss=0.09136, over 12392.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02617, over 91.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3154, pruned_loss=0.0813, over 2473710.63 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07052, over 19995.60 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2957, pruned_loss=0.06011, over 2252180.78 frames. utt_duration=1272 frames, utt_pad_proportion=0.05422, over 7089.03 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3175, pruned_loss=0.08339, over 2474502.82 frames. utt_duration=469 frames, utt_pad_proportion=0.07221, over 21170.98 utterances.], batch size: 91, lr: 4.03e-04
2022-08-25 09:24:10,642 INFO [train.py:927] (7/8) Epoch 9, batch 4850, giga_loss[loss=0.2023, simple_loss=0.2938, pruned_loss=0.05542, over 12211.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03121, over 39.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3145, pruned_loss=0.08037, over 2473587.48 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06553, over 19601.15 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2956, pruned_loss=0.06007, over 2255228.65 frames. utt_duration=1274 frames, utt_pad_proportion=0.05358, over 7086.70 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3165, pruned_loss=0.08234, over 2474448.31 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06741, over 20710.07 utterances.], batch size: 39, lr: 4.03e-04
2022-08-25 09:25:57,680 INFO [train.py:927] (7/8) Epoch 9, batch 4900, giga_loss[loss=0.2379, simple_loss=0.3176, pruned_loss=0.07912, over 12341.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03321, over 97.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3137, pruned_loss=0.07914, over 2473586.98 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06572, over 19626.59 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2951, pruned_loss=0.05988, over 2257395.52 frames. utt_duration=1278 frames, utt_pad_proportion=0.05322, over 7072.87 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3159, pruned_loss=0.08102, over 2474271.24 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06733, over 20626.25 utterances.], batch size: 97, lr: 4.03e-04
2022-08-25 09:27:47,807 INFO [train.py:927] (7/8) Epoch 9, batch 4950, giga_loss[loss=0.2123, simple_loss=0.294, pruned_loss=0.06527, over 12385.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02933, over 85.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3133, pruned_loss=0.07953, over 2473357.42 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06565, over 19370.98 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2955, pruned_loss=0.06008, over 2260567.45 frames. utt_duration=1263 frames, utt_pad_proportion=0.05756, over 7167.97 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.315, pruned_loss=0.08112, over 2473944.35 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06572, over 20242.49 utterances.], batch size: 85, lr: 4.03e-04
2022-08-25 09:29:40,162 INFO [train.py:927] (7/8) Epoch 9, batch 5000, giga_loss[loss=0.2782, simple_loss=0.3606, pruned_loss=0.09784, over 12409.00 frames. utt_duration=437 frames, utt_pad_proportion=0.04577, over 114.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3176, pruned_loss=0.08234, over 2473665.74 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07657, over 21015.07 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2966, pruned_loss=0.06086, over 2267879.37 frames. utt_duration=1227 frames, utt_pad_proportion=0.06926, over 7403.06 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3186, pruned_loss=0.0836, over 2474156.05 frames. utt_duration=453.7 frames, utt_pad_proportion=0.0729, over 21884.79 utterances.], batch size: 114, lr: 4.03e-04
2022-08-25 09:31:28,460 INFO [train.py:927] (7/8) Epoch 9, batch 5050, libri_loss[loss=0.2115, simple_loss=0.2829, pruned_loss=0.07011, over 12395.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008868, over 30.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3198, pruned_loss=0.08183, over 2474854.67 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07118, over 20910.47 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2963, pruned_loss=0.06081, over 2271885.48 frames. utt_duration=1231 frames, utt_pad_proportion=0.06821, over 7391.08 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3212, pruned_loss=0.08324, over 2475297.44 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0688, over 21858.93 utterances.], batch size: 30, lr: 4.03e-04
2022-08-25 09:33:12,479 INFO [train.py:927] (7/8) Epoch 9, batch 5100, giga_loss[loss=0.236, simple_loss=0.3157, pruned_loss=0.0781, over 12458.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03603, over 37.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3207, pruned_loss=0.08246, over 2474162.21 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06621, over 20054.18 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2969, pruned_loss=0.06094, over 2279765.90 frames. utt_duration=1236 frames, utt_pad_proportion=0.06596, over 7386.44 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3223, pruned_loss=0.08425, over 2474586.52 frames. utt_duration=466.3 frames, utt_pad_proportion=0.0652, over 21292.55 utterances.], batch size: 37, lr: 4.03e-04
2022-08-25 09:34:59,254 INFO [train.py:927] (7/8) Epoch 9, batch 5150, giga_loss[loss=0.247, simple_loss=0.3227, pruned_loss=0.0857, over 12469.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02733, over 55.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3216, pruned_loss=0.08373, over 2474345.92 frames. utt_duration=492 frames, utt_pad_proportion=0.0695, over 20176.83 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2973, pruned_loss=0.06081, over 2283487.90 frames. utt_duration=1240 frames, utt_pad_proportion=0.06495, over 7374.76 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3229, pruned_loss=0.08569, over 2474815.34 frames. utt_duration=463.8 frames, utt_pad_proportion=0.0689, over 21410.63 utterances.], batch size: 55, lr: 4.03e-04
2022-08-25 09:36:44,960 INFO [train.py:927] (7/8) Epoch 9, batch 5200, giga_loss[loss=0.22, simple_loss=0.3024, pruned_loss=0.06877, over 12346.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3203, pruned_loss=0.08362, over 2474794.73 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07176, over 20399.39 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2968, pruned_loss=0.06051, over 2289049.45 frames. utt_duration=1246 frames, utt_pad_proportion=0.06342, over 7357.76 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3224, pruned_loss=0.08603, over 2475249.20 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07165, over 21742.54 utterances.], batch size: 97, lr: 4.03e-04
2022-08-25 09:38:32,297 INFO [train.py:927] (7/8) Epoch 9, batch 5250, giga_loss[loss=0.2392, simple_loss=0.3195, pruned_loss=0.07944, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02629, over 48.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3194, pruned_loss=0.08342, over 2474584.01 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06897, over 19927.38 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2964, pruned_loss=0.06031, over 2294899.56 frames. utt_duration=1250 frames, utt_pad_proportion=0.06207, over 7350.01 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3221, pruned_loss=0.08628, over 2475491.98 frames. utt_duration=463.6 frames, utt_pad_proportion=0.06956, over 21425.54 utterances.], batch size: 48, lr: 4.03e-04
2022-08-25 09:40:19,555 INFO [train.py:927] (7/8) Epoch 9, batch 5300, giga_loss[loss=0.2552, simple_loss=0.326, pruned_loss=0.09217, over 12185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03452, over 39.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3182, pruned_loss=0.08347, over 2474366.82 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07221, over 20153.66 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2962, pruned_loss=0.0602, over 2299896.41 frames. utt_duration=1254 frames, utt_pad_proportion=0.06092, over 7344.75 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3212, pruned_loss=0.08644, over 2475364.29 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07287, over 21681.97 utterances.], batch size: 39, lr: 4.03e-04
2022-08-25 09:42:04,545 INFO [train.py:927] (7/8) Epoch 9, batch 5350, giga_loss[loss=0.2174, simple_loss=0.3022, pruned_loss=0.06628, over 12463.00 frames. utt_duration=666 frames, utt_pad_proportion=0.02912, over 75.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3179, pruned_loss=0.08369, over 2474870.27 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07121, over 19790.45 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2959, pruned_loss=0.06008, over 2303597.90 frames. utt_duration=1258 frames, utt_pad_proportion=0.05993, over 7333.87 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3209, pruned_loss=0.08653, over 2475467.89 frames. utt_duration=468 frames, utt_pad_proportion=0.07214, over 21222.47 utterances.], batch size: 75, lr: 4.03e-04
2022-08-25 09:43:50,505 INFO [train.py:927] (7/8) Epoch 9, batch 5400, libri_loss[loss=0.1688, simple_loss=0.2486, pruned_loss=0.04444, over 12213.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.02855, over 27.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3193, pruned_loss=0.08439, over 2474580.82 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07456, over 20197.79 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2962, pruned_loss=0.06018, over 2306473.61 frames. utt_duration=1262 frames, utt_pad_proportion=0.05906, over 7319.26 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3219, pruned_loss=0.08701, over 2475555.35 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07548, over 21600.12 utterances.], batch size: 27, lr: 4.03e-04
2022-08-25 09:45:38,275 INFO [train.py:927] (7/8) Epoch 9, batch 5450, giga_loss[loss=0.2191, simple_loss=0.317, pruned_loss=0.06057, over 12335.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03367, over 62.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3205, pruned_loss=0.0833, over 2475014.48 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07311, over 19990.63 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2967, pruned_loss=0.06038, over 2308765.54 frames. utt_duration=1258 frames, utt_pad_proportion=0.0596, over 7349.42 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3225, pruned_loss=0.08553, over 2475990.27 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07383, over 21242.12 utterances.], batch size: 62, lr: 4.03e-04
2022-08-25 09:47:23,295 INFO [train.py:927] (7/8) Epoch 9, batch 5500, giga_loss[loss=0.2165, simple_loss=0.3155, pruned_loss=0.05871, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3216, pruned_loss=0.08219, over 2474273.46 frames. utt_duration=516.7 frames, utt_pad_proportion=0.07279, over 19209.18 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2966, pruned_loss=0.0605, over 2312319.77 frames. utt_duration=1236 frames, utt_pad_proportion=0.06737, over 7489.93 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3236, pruned_loss=0.08428, over 2474804.07 frames. utt_duration=489 frames, utt_pad_proportion=0.07108, over 20303.81 utterances.], batch size: 58, lr: 4.03e-04
2022-08-25 09:49:06,852 INFO [train.py:927] (7/8) Epoch 9, batch 5550, libri_loss[loss=0.1927, simple_loss=0.2733, pruned_loss=0.0561, over 12130.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005427, over 32.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.324, pruned_loss=0.08479, over 2474750.82 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06917, over 19223.63 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2967, pruned_loss=0.06058, over 2316871.35 frames. utt_duration=1231 frames, utt_pad_proportion=0.06748, over 7535.71 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3263, pruned_loss=0.08703, over 2475440.55 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06797, over 20379.29 utterances.], batch size: 32, lr: 4.03e-04
2022-08-25 09:50:52,382 INFO [train.py:927] (7/8) Epoch 9, batch 5600, giga_loss[loss=0.2178, simple_loss=0.2961, pruned_loss=0.06971, over 12364.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03157, over 51.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3237, pruned_loss=0.08504, over 2474106.11 frames. utt_duration=512.4 frames, utt_pad_proportion=0.07015, over 19368.60 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2965, pruned_loss=0.06049, over 2320036.48 frames. utt_duration=1222 frames, utt_pad_proportion=0.07083, over 7604.65 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3263, pruned_loss=0.08732, over 2474618.44 frames. utt_duration=486 frames, utt_pad_proportion=0.06809, over 20428.02 utterances.], batch size: 51, lr: 4.03e-04
2022-08-25 09:52:36,676 INFO [train.py:927] (7/8) Epoch 9, batch 5650, giga_loss[loss=0.2498, simple_loss=0.3305, pruned_loss=0.08458, over 12425.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04602, over 161.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3232, pruned_loss=0.08348, over 2474295.75 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06617, over 19398.81 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.06036, over 2325035.03 frames. utt_duration=1231 frames, utt_pad_proportion=0.06893, over 7567.18 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3264, pruned_loss=0.08618, over 2474978.13 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06536, over 20662.32 utterances.], batch size: 161, lr: 4.03e-04
2022-08-25 09:54:23,028 INFO [train.py:927] (7/8) Epoch 9, batch 5700, giga_loss[loss=0.2652, simple_loss=0.3418, pruned_loss=0.09436, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05088, over 162.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3232, pruned_loss=0.0823, over 2474741.39 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06575, over 18954.71 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2961, pruned_loss=0.06042, over 2329460.86 frames. utt_duration=1235 frames, utt_pad_proportion=0.06756, over 7556.29 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3265, pruned_loss=0.08501, over 2475310.30 frames. utt_duration=489.5 frames, utt_pad_proportion=0.0656, over 20288.53 utterances.], batch size: 162, lr: 4.03e-04
2022-08-25 09:56:05,423 INFO [train.py:927] (7/8) Epoch 9, batch 5750, giga_loss[loss=0.2368, simple_loss=0.3175, pruned_loss=0.07805, over 12360.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02627, over 66.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3226, pruned_loss=0.08313, over 2475166.71 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07582, over 19976.49 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.296, pruned_loss=0.06046, over 2332874.11 frames. utt_duration=1223 frames, utt_pad_proportion=0.07109, over 7642.42 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3258, pruned_loss=0.08572, over 2475768.35 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07412, over 21216.61 utterances.], batch size: 66, lr: 4.03e-04
2022-08-25 09:57:51,032 INFO [train.py:927] (7/8) Epoch 9, batch 5800, giga_loss[loss=0.202, simple_loss=0.2888, pruned_loss=0.05761, over 12335.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.02975, over 97.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3209, pruned_loss=0.08282, over 2474926.18 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07174, over 20119.44 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2956, pruned_loss=0.06015, over 2338331.69 frames. utt_duration=1231 frames, utt_pad_proportion=0.06868, over 7609.98 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3249, pruned_loss=0.08613, over 2476170.76 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07144, over 21675.40 utterances.], batch size: 97, lr: 4.03e-04
2022-08-25 09:59:38,636 INFO [train.py:927] (7/8) Epoch 9, batch 5850, giga_loss[loss=0.2089, simple_loss=0.2867, pruned_loss=0.06554, over 12337.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.0346, over 62.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3204, pruned_loss=0.0835, over 2475291.10 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07203, over 20452.11 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2956, pruned_loss=0.06013, over 2341834.82 frames. utt_duration=1233 frames, utt_pad_proportion=0.06735, over 7607.70 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3242, pruned_loss=0.08668, over 2476194.94 frames. utt_duration=452 frames, utt_pad_proportion=0.07222, over 21985.11 utterances.], batch size: 62, lr: 4.02e-04
2022-08-25 10:01:20,799 INFO [train.py:927] (7/8) Epoch 9, batch 5900, libri_loss[loss=0.1956, simple_loss=0.2877, pruned_loss=0.05179, over 12239.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005862, over 34.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3183, pruned_loss=0.08253, over 2475246.02 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07187, over 20960.08 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2955, pruned_loss=0.06007, over 2344982.62 frames. utt_duration=1237 frames, utt_pad_proportion=0.06613, over 7594.52 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.322, pruned_loss=0.08566, over 2476116.15 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07244, over 22496.98 utterances.], batch size: 34, lr: 4.02e-04
2022-08-25 10:03:03,993 INFO [train.py:927] (7/8) Epoch 9, batch 5950, giga_loss[loss=0.2668, simple_loss=0.3349, pruned_loss=0.09936, over 12358.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04055, over 145.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.317, pruned_loss=0.08122, over 2475448.80 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07053, over 21540.64 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2958, pruned_loss=0.06029, over 2348657.67 frames. utt_duration=1239 frames, utt_pad_proportion=0.0648, over 7592.59 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3203, pruned_loss=0.08413, over 2476303.36 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07151, over 23143.86 utterances.], batch size: 145, lr: 4.02e-04
2022-08-25 10:04:54,460 INFO [train.py:927] (7/8) Epoch 9, batch 6000, giga_loss[loss=0.1888, simple_loss=0.2647, pruned_loss=0.05644, over 12224.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03273, over 45.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3148, pruned_loss=0.08031, over 2474106.91 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06878, over 21002.26 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2961, pruned_loss=0.06041, over 2350531.89 frames. utt_duration=1234 frames, utt_pad_proportion=0.065, over 7625.39 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3174, pruned_loss=0.08278, over 2474787.85 frames. utt_duration=443 frames, utt_pad_proportion=0.06968, over 22422.40 utterances.], batch size: 45, lr: 4.02e-04
2022-08-25 10:04:54,462 INFO [train.py:958] (7/8) Computing validation loss
2022-08-25 10:05:09,991 INFO [train.py:967] (7/8) 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 10:06:53,225 INFO [train.py:927] (7/8) Epoch 9, batch 6050, giga_loss[loss=0.2363, simple_loss=0.324, pruned_loss=0.07432, over 12334.00 frames. utt_duration=668.3 frames, utt_pad_proportion=0.02728, over 74.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3149, pruned_loss=0.08052, over 2474001.25 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07345, over 21179.49 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2961, pruned_loss=0.06014, over 2353149.29 frames. utt_duration=1241 frames, utt_pad_proportion=0.06378, over 7596.09 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3175, pruned_loss=0.08314, over 2474937.34 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07427, over 22631.01 utterances.], batch size: 74, lr: 4.02e-04
2022-08-25 10:08:35,814 INFO [train.py:927] (7/8) Epoch 9, batch 6100, libri_loss[loss=0.2173, simple_loss=0.3075, pruned_loss=0.0636, over 12388.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02555, over 43.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3151, pruned_loss=0.07994, over 2473229.51 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07466, over 20623.20 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2965, pruned_loss=0.06025, over 2356604.02 frames. utt_duration=1244 frames, utt_pad_proportion=0.062, over 7584.55 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3174, pruned_loss=0.08261, over 2474643.54 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07598, over 22242.17 utterances.], batch size: 43, lr: 4.02e-04
2022-08-25 10:10:23,198 INFO [train.py:927] (7/8) Epoch 9, batch 6150, giga_loss[loss=0.2164, simple_loss=0.2972, pruned_loss=0.06779, over 12255.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02857, over 54.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3159, pruned_loss=0.0812, over 2473224.95 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07602, over 21128.70 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2968, pruned_loss=0.06037, over 2358622.88 frames. utt_duration=1242 frames, utt_pad_proportion=0.06156, over 7602.72 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3177, pruned_loss=0.08348, over 2474105.69 frames. utt_duration=440 frames, utt_pad_proportion=0.07718, over 22566.87 utterances.], batch size: 54, lr: 4.02e-04
2022-08-25 10:12:10,286 INFO [train.py:927] (7/8) Epoch 9, batch 6200, giga_loss[loss=0.2242, simple_loss=0.3023, pruned_loss=0.07302, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02943, over 42.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3157, pruned_loss=0.08075, over 2472723.72 frames. utt_duration=485.8 frames, utt_pad_proportion=0.0733, over 20421.22 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2962, pruned_loss=0.06006, over 2365029.17 frames. utt_duration=1254 frames, utt_pad_proportion=0.05897, over 7555.71 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3188, pruned_loss=0.08413, over 2474218.90 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07551, over 22453.46 utterances.], batch size: 42, lr: 4.02e-04
2022-08-25 10:13:59,393 INFO [train.py:927] (7/8) Epoch 9, batch 6250, giga_loss[loss=0.2432, simple_loss=0.319, pruned_loss=0.08375, over 12367.00 frames. utt_duration=619.8 frames, utt_pad_proportion=0.03454, over 80.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3184, pruned_loss=0.0828, over 2472824.66 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07634, over 20915.00 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2966, pruned_loss=0.06022, over 2366789.99 frames. utt_duration=1256 frames, utt_pad_proportion=0.05825, over 7547.44 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3208, pruned_loss=0.08564, over 2473860.08 frames. utt_duration=437 frames, utt_pad_proportion=0.07816, over 22722.84 utterances.], batch size: 80, lr: 4.02e-04
2022-08-25 10:15:48,281 INFO [train.py:927] (7/8) Epoch 9, batch 6300, giga_loss[loss=0.2405, simple_loss=0.3274, pruned_loss=0.07682, over 12391.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03932, over 113.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3184, pruned_loss=0.08198, over 2472490.97 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07445, over 20467.13 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2963, pruned_loss=0.06007, over 2369369.64 frames. utt_duration=1262 frames, utt_pad_proportion=0.057, over 7520.40 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3211, pruned_loss=0.08494, over 2473797.41 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07654, over 22269.92 utterances.], batch size: 113, lr: 4.02e-04
2022-08-25 10:17:36,289 INFO [train.py:927] (7/8) Epoch 9, batch 6350, giga_loss[loss=0.2371, simple_loss=0.308, pruned_loss=0.08317, over 12382.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02733, over 91.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3187, pruned_loss=0.08231, over 2472976.56 frames. utt_duration=476 frames, utt_pad_proportion=0.07439, over 20845.71 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2968, pruned_loss=0.06042, over 2371661.27 frames. utt_duration=1239 frames, utt_pad_proportion=0.06492, over 7667.08 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3209, pruned_loss=0.08488, over 2474286.72 frames. utt_duration=442 frames, utt_pad_proportion=0.07392, over 22464.13 utterances.], batch size: 91, lr: 4.02e-04
2022-08-25 10:19:23,288 INFO [train.py:927] (7/8) Epoch 9, batch 6400, giga_loss[loss=0.1871, simple_loss=0.2675, pruned_loss=0.05333, over 12409.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04707, over 34.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3177, pruned_loss=0.0821, over 2473123.66 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07927, over 21453.87 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2972, pruned_loss=0.06051, over 2374277.56 frames. utt_duration=1229 frames, utt_pad_proportion=0.06742, over 7737.78 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3196, pruned_loss=0.08458, over 2474074.43 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07796, over 22996.67 utterances.], batch size: 34, lr: 4.02e-04
2022-08-25 10:21:11,756 INFO [train.py:927] (7/8) Epoch 9, batch 6450, giga_loss[loss=0.2686, simple_loss=0.3356, pruned_loss=0.1008, over 12421.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04275, over 146.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3176, pruned_loss=0.08288, over 2473272.08 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07983, over 21858.95 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2975, pruned_loss=0.06057, over 2375949.83 frames. utt_duration=1230 frames, utt_pad_proportion=0.06641, over 7733.12 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3193, pruned_loss=0.08519, over 2474267.40 frames. utt_duration=425.5 frames, utt_pad_proportion=0.07917, over 23339.00 utterances.], batch size: 146, lr: 4.02e-04
2022-08-25 10:22:57,654 INFO [train.py:927] (7/8) Epoch 9, batch 6500, libri_loss[loss=0.1926, simple_loss=0.2746, pruned_loss=0.05532, over 12399.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.005967, over 31.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3178, pruned_loss=0.08328, over 2472893.76 frames. utt_duration=454.5 frames, utt_pad_proportion=0.08261, over 21833.36 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2975, pruned_loss=0.06058, over 2377571.55 frames. utt_duration=1234 frames, utt_pad_proportion=0.06537, over 7714.55 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3195, pruned_loss=0.08553, over 2473955.99 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08234, over 23286.66 utterances.], batch size: 31, lr: 4.02e-04
2022-08-25 10:24:40,402 INFO [train.py:927] (7/8) Epoch 9, batch 6550, giga_loss[loss=0.2228, simple_loss=0.3037, pruned_loss=0.07093, over 12427.00 frames. utt_duration=513.9 frames, utt_pad_proportion=0.02661, over 97.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3192, pruned_loss=0.0845, over 2473018.73 frames. utt_duration=444.7 frames, utt_pad_proportion=0.08121, over 22316.16 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2976, pruned_loss=0.06068, over 2378719.67 frames. utt_duration=1237 frames, utt_pad_proportion=0.06458, over 7703.85 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3207, pruned_loss=0.08648, over 2474112.57 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08137, over 23660.43 utterances.], batch size: 97, lr: 4.02e-04
2022-08-25 10:26:24,112 INFO [train.py:927] (7/8) Epoch 9, batch 6600, giga_loss[loss=0.2369, simple_loss=0.3114, pruned_loss=0.08115, over 12402.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.0569, over 162.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3196, pruned_loss=0.08486, over 2473301.59 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07842, over 22051.76 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.298, pruned_loss=0.06082, over 2381837.16 frames. utt_duration=1228 frames, utt_pad_proportion=0.0669, over 7768.05 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3211, pruned_loss=0.08712, over 2474294.07 frames. utt_duration=421.9 frames, utt_pad_proportion=0.0783, over 23541.90 utterances.], batch size: 162, lr: 4.02e-04
2022-08-25 10:28:10,424 INFO [train.py:927] (7/8) Epoch 9, batch 6650, giga_loss[loss=0.2375, simple_loss=0.3121, pruned_loss=0.0815, over 12365.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02829, over 91.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3202, pruned_loss=0.08506, over 2474049.24 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07947, over 22123.38 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2987, pruned_loss=0.06091, over 2384057.93 frames. utt_duration=1231 frames, utt_pad_proportion=0.0656, over 7756.94 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3213, pruned_loss=0.08733, over 2474877.28 frames. utt_duration=420.1 frames, utt_pad_proportion=0.07976, over 23647.87 utterances.], batch size: 91, lr: 4.02e-04
2022-08-25 10:29:56,197 INFO [train.py:927] (7/8) Epoch 9, batch 6700, giga_loss[loss=0.3414, simple_loss=0.3803, pruned_loss=0.1512, over 12395.00 frames. utt_duration=191.5 frames, utt_pad_proportion=0.1133, over 261.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.321, pruned_loss=0.0856, over 2474738.88 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07772, over 21854.56 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2988, pruned_loss=0.06097, over 2386091.03 frames. utt_duration=1234 frames, utt_pad_proportion=0.06441, over 7741.28 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3223, pruned_loss=0.08789, over 2475572.50 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07852, over 23402.41 utterances.], batch size: 261, lr: 4.02e-04
2022-08-25 10:31:38,544 INFO [train.py:927] (7/8) Epoch 9, batch 6750, libri_loss[loss=0.1692, simple_loss=0.2586, pruned_loss=0.03991, over 12400.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007259, over 30.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3203, pruned_loss=0.08515, over 2475096.37 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07328, over 21054.36 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2983, pruned_loss=0.06075, over 2388375.76 frames. utt_duration=1240 frames, utt_pad_proportion=0.06312, over 7711.44 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3224, pruned_loss=0.08784, over 2476087.35 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07471, over 22692.61 utterances.], batch size: 30, lr: 4.02e-04
2022-08-25 10:33:23,487 INFO [train.py:927] (7/8) Epoch 9, batch 6800, giga_loss[loss=0.2587, simple_loss=0.3371, pruned_loss=0.09013, over 12357.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03168, over 85.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3216, pruned_loss=0.08569, over 2474788.90 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06929, over 20783.12 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2982, pruned_loss=0.0608, over 2389995.52 frames. utt_duration=1244 frames, utt_pad_proportion=0.06217, over 7697.26 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3236, pruned_loss=0.08821, over 2475672.90 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07104, over 22321.96 utterances.], batch size: 85, lr: 4.02e-04
2022-08-25 10:35:05,827 INFO [train.py:927] (7/8) Epoch 9, batch 6850, giga_loss[loss=0.2339, simple_loss=0.3095, pruned_loss=0.07916, over 12421.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03719, over 105.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3205, pruned_loss=0.08422, over 2474582.43 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06716, over 20392.44 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2982, pruned_loss=0.06063, over 2391390.33 frames. utt_duration=1248 frames, utt_pad_proportion=0.06123, over 7672.50 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3226, pruned_loss=0.08682, over 2475537.14 frames. utt_duration=454 frames, utt_pad_proportion=0.06905, over 21881.15 utterances.], batch size: 105, lr: 4.02e-04
2022-08-25 10:36:47,783 INFO [train.py:927] (7/8) Epoch 9, batch 6900, giga_loss[loss=0.2427, simple_loss=0.3218, pruned_loss=0.08183, over 12444.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04309, over 114.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3203, pruned_loss=0.08409, over 2474504.83 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06861, over 20744.08 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2984, pruned_loss=0.06077, over 2393316.16 frames. utt_duration=1241 frames, utt_pad_proportion=0.06461, over 7721.19 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3223, pruned_loss=0.08656, over 2475374.91 frames. utt_duration=448.1 frames, utt_pad_proportion=0.06906, over 22170.48 utterances.], batch size: 114, lr: 4.01e-04
2022-08-25 10:38:33,519 INFO [train.py:927] (7/8) Epoch 9, batch 6950, giga_loss[loss=0.2769, simple_loss=0.3374, pruned_loss=0.1082, over 12369.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06052, over 182.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3226, pruned_loss=0.08591, over 2474370.07 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07061, over 21184.71 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2983, pruned_loss=0.06072, over 2395197.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.06331, over 7711.34 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3248, pruned_loss=0.08848, over 2475167.08 frames. utt_duration=439 frames, utt_pad_proportion=0.07127, over 22631.50 utterances.], batch size: 182, lr: 4.01e-04
2022-08-25 10:40:25,112 INFO [train.py:927] (7/8) Epoch 9, batch 7000, giga_loss[loss=0.2555, simple_loss=0.3277, pruned_loss=0.09165, over 12424.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03924, over 123.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3215, pruned_loss=0.08525, over 2474781.10 frames. utt_duration=478 frames, utt_pad_proportion=0.06975, over 20772.51 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.298, pruned_loss=0.06059, over 2396108.36 frames. utt_duration=1248 frames, utt_pad_proportion=0.06281, over 7688.80 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3238, pruned_loss=0.0877, over 2475635.13 frames. utt_duration=449.4 frames, utt_pad_proportion=0.0705, over 22105.96 utterances.], batch size: 123, lr: 4.01e-04
2022-08-25 10:42:09,398 INFO [train.py:927] (7/8) Epoch 9, batch 7050, giga_loss[loss=0.2462, simple_loss=0.3238, pruned_loss=0.0843, over 12409.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05007, over 161.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3235, pruned_loss=0.08698, over 2474948.87 frames. utt_duration=459 frames, utt_pad_proportion=0.07713, over 21638.59 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2986, pruned_loss=0.06079, over 2398945.86 frames. utt_duration=1249 frames, utt_pad_proportion=0.0612, over 7690.59 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3256, pruned_loss=0.08959, over 2475523.08 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07788, over 23136.76 utterances.], batch size: 161, lr: 4.01e-04
2022-08-25 10:43:53,144 INFO [train.py:927] (7/8) Epoch 9, batch 7100, giga_loss[loss=0.2195, simple_loss=0.3076, pruned_loss=0.06567, over 12384.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.03115, over 62.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3243, pruned_loss=0.08767, over 2474375.37 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07735, over 22355.38 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2986, pruned_loss=0.06079, over 2400567.28 frames. utt_duration=1240 frames, utt_pad_proportion=0.06366, over 7751.78 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3266, pruned_loss=0.09035, over 2475055.06 frames. utt_duration=417.1 frames, utt_pad_proportion=0.07733, over 23820.93 utterances.], batch size: 62, lr: 4.01e-04
2022-08-25 10:45:35,870 INFO [train.py:927] (7/8) Epoch 9, batch 7150, giga_loss[loss=0.2261, simple_loss=0.303, pruned_loss=0.07463, over 12379.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.0303, over 58.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3236, pruned_loss=0.08674, over 2473773.21 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07492, over 21589.35 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2984, pruned_loss=0.06063, over 2402778.26 frames. utt_duration=1241 frames, utt_pad_proportion=0.06271, over 7753.86 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3264, pruned_loss=0.08988, over 2474640.64 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07545, over 23222.25 utterances.], batch size: 58, lr: 4.01e-04
2022-08-25 10:47:20,682 INFO [train.py:927] (7/8) Epoch 9, batch 7200, giga_loss[loss=0.3042, simple_loss=0.3609, pruned_loss=0.1238, over 12373.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07497, over 212.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3216, pruned_loss=0.08563, over 2474260.83 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07545, over 21151.67 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2983, pruned_loss=0.06065, over 2404622.54 frames. utt_duration=1247 frames, utt_pad_proportion=0.06159, over 7723.41 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3244, pruned_loss=0.08864, over 2474874.68 frames. utt_duration=436 frames, utt_pad_proportion=0.07629, over 22780.12 utterances.], batch size: 212, lr: 4.01e-04
2022-08-25 10:49:05,831 INFO [train.py:927] (7/8) Epoch 9, batch 7250, giga_loss[loss=0.2461, simple_loss=0.3141, pruned_loss=0.089, over 12408.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.0627, over 183.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3191, pruned_loss=0.08494, over 2474542.33 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07809, over 21563.82 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2988, pruned_loss=0.06087, over 2406297.77 frames. utt_duration=1237 frames, utt_pad_proportion=0.06476, over 7792.48 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3214, pruned_loss=0.08768, over 2475082.46 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07769, over 23092.11 utterances.], batch size: 183, lr: 4.01e-04
2022-08-25 10:50:51,310 INFO [train.py:927] (7/8) Epoch 9, batch 7300, giga_loss[loss=0.2947, simple_loss=0.345, pruned_loss=0.1223, over 12400.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3175, pruned_loss=0.08496, over 2473908.76 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08318, over 22522.33 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2989, pruned_loss=0.06103, over 2407377.39 frames. utt_duration=1222 frames, utt_pad_proportion=0.06873, over 7888.44 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3195, pruned_loss=0.08742, over 2474586.56 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08155, over 23900.01 utterances.], batch size: 258, lr: 4.01e-04
2022-08-25 10:52:35,893 INFO [train.py:927] (7/8) Epoch 9, batch 7350, giga_loss[loss=0.2332, simple_loss=0.3222, pruned_loss=0.07214, over 12411.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04002, over 105.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3163, pruned_loss=0.0832, over 2473992.56 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08302, over 22900.67 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2988, pruned_loss=0.06094, over 2408215.30 frames. utt_duration=1225 frames, utt_pad_proportion=0.068, over 7871.25 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3183, pruned_loss=0.08553, over 2474676.85 frames. utt_duration=410.4 frames, utt_pad_proportion=0.08205, over 24206.93 utterances.], batch size: 105, lr: 4.01e-04
2022-08-25 10:54:18,877 INFO [train.py:927] (7/8) Epoch 9, batch 7400, giga_loss[loss=0.2142, simple_loss=0.3057, pruned_loss=0.06132, over 12389.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04079, over 133.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3149, pruned_loss=0.07973, over 2474678.38 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07506, over 22882.39 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2987, pruned_loss=0.0609, over 2409013.67 frames. utt_duration=1230 frames, utt_pad_proportion=0.06736, over 7846.32 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3169, pruned_loss=0.08189, over 2475395.73 frames. utt_duration=411.4 frames, utt_pad_proportion=0.07488, over 24153.19 utterances.], batch size: 133, lr: 4.01e-04
2022-08-25 10:56:04,131 INFO [train.py:927] (7/8) Epoch 9, batch 7450, giga_loss[loss=0.1992, simple_loss=0.2909, pruned_loss=0.05374, over 12180.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03118, over 39.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3121, pruned_loss=0.07625, over 2475396.95 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07279, over 23163.97 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2985, pruned_loss=0.06098, over 2411000.75 frames. utt_duration=1234 frames, utt_pad_proportion=0.06606, over 7825.48 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3141, pruned_loss=0.07836, over 2475931.07 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07319, over 24617.69 utterances.], batch size: 39, lr: 4.01e-04
2022-08-25 10:57:47,164 INFO [train.py:927] (7/8) Epoch 9, batch 7500, giga_loss[loss=0.242, simple_loss=0.3242, pruned_loss=0.07991, over 12395.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04424, over 146.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3107, pruned_loss=0.07335, over 2475359.26 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07362, over 22618.03 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2986, pruned_loss=0.06118, over 2413375.71 frames. utt_duration=1228 frames, utt_pad_proportion=0.06805, over 7867.61 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3127, pruned_loss=0.07537, over 2475939.26 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07346, over 24296.15 utterances.], batch size: 146, lr: 4.01e-04
2022-08-25 10:59:33,185 INFO [train.py:927] (7/8) Epoch 9, batch 7550, giga_loss[loss=0.2083, simple_loss=0.3008, pruned_loss=0.05787, over 12398.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03596, over 113.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.31, pruned_loss=0.0722, over 2475482.94 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07128, over 23481.06 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2989, pruned_loss=0.06134, over 2413778.54 frames. utt_duration=1230 frames, utt_pad_proportion=0.06749, over 7861.96 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3114, pruned_loss=0.07374, over 2476132.43 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07146, over 24944.74 utterances.], batch size: 113, lr: 4.01e-04
2022-08-25 11:01:16,890 INFO [train.py:927] (7/8) Epoch 9, batch 7600, giga_loss[loss=0.2363, simple_loss=0.3202, pruned_loss=0.07617, over 12441.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04365, over 114.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3076, pruned_loss=0.07014, over 2475795.39 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07216, over 23867.23 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2992, pruned_loss=0.06133, over 2415011.74 frames. utt_duration=1232 frames, utt_pad_proportion=0.06644, over 7850.86 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3086, pruned_loss=0.07155, over 2476278.31 frames. utt_duration=392.5 frames, utt_pad_proportion=0.07258, over 25329.65 utterances.], batch size: 114, lr: 4.01e-04
2022-08-25 11:03:02,858 INFO [train.py:927] (7/8) Epoch 9, batch 7650, giga_loss[loss=0.195, simple_loss=0.2879, pruned_loss=0.05105, over 12324.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03482, over 51.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3067, pruned_loss=0.06899, over 2476098.20 frames. utt_duration=411.3 frames, utt_pad_proportion=0.07191, over 24164.21 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2996, pruned_loss=0.06138, over 2415424.27 frames. utt_duration=1233 frames, utt_pad_proportion=0.06594, over 7844.34 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3072, pruned_loss=0.07014, over 2476668.29 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07241, over 25476.40 utterances.], batch size: 51, lr: 4.01e-04
2022-08-25 11:04:46,114 INFO [train.py:927] (7/8) Epoch 9, batch 7700, giga_loss[loss=0.1958, simple_loss=0.283, pruned_loss=0.05436, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03863, over 113.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3033, pruned_loss=0.06647, over 2476357.89 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06864, over 24202.34 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2995, pruned_loss=0.06132, over 2416304.00 frames. utt_duration=1232 frames, utt_pad_proportion=0.0657, over 7851.54 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3039, pruned_loss=0.06753, over 2476855.18 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06927, over 25456.60 utterances.], batch size: 113, lr: 4.01e-04
2022-08-25 11:06:31,104 INFO [train.py:927] (7/8) Epoch 9, batch 7750, giga_loss[loss=0.2198, simple_loss=0.291, pruned_loss=0.07432, over 12348.00 frames. utt_duration=138.2 frames, utt_pad_proportion=0.187, over 361.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3007, pruned_loss=0.06544, over 2476203.92 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06947, over 24708.48 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2996, pruned_loss=0.06131, over 2417797.32 frames. utt_duration=1234 frames, utt_pad_proportion=0.06444, over 7849.25 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3012, pruned_loss=0.06642, over 2476890.07 frames. utt_duration=380.1 frames, utt_pad_proportion=0.07026, over 26167.47 utterances.], batch size: 361, lr: 4.01e-04
2022-08-25 11:08:20,984 INFO [train.py:927] (7/8) Epoch 9, batch 7800, giga_loss[loss=0.2318, simple_loss=0.3302, pruned_loss=0.06674, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03962, over 113.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3013, pruned_loss=0.06507, over 2476334.52 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07368, over 24995.40 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2998, pruned_loss=0.06136, over 2418893.07 frames. utt_duration=1232 frames, utt_pad_proportion=0.0641, over 7864.07 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3015, pruned_loss=0.06588, over 2476940.18 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07425, over 26465.74 utterances.], batch size: 113, lr: 4.01e-04
2022-08-25 11:10:23,130 INFO [train.py:927] (7/8) Epoch 9, batch 7850, giga_loss[loss=0.2325, simple_loss=0.3099, pruned_loss=0.07759, over 12377.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07139, over 211.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3016, pruned_loss=0.06481, over 2476398.30 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07263, over 24964.08 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2998, pruned_loss=0.06128, over 2419741.53 frames. utt_duration=1232 frames, utt_pad_proportion=0.06332, over 7866.68 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3018, pruned_loss=0.06558, over 2477132.80 frames. utt_duration=376.3 frames, utt_pad_proportion=0.07341, over 26429.13 utterances.], batch size: 211, lr: 4.01e-04
2022-08-25 11:12:23,048 INFO [train.py:927] (7/8) Epoch 9, batch 7900, giga_loss[loss=0.2027, simple_loss=0.3002, pruned_loss=0.05262, over 12396.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02601, over 48.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2996, pruned_loss=0.06377, over 2476759.18 frames. utt_duration=386.9 frames, utt_pad_proportion=0.07456, over 25695.78 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2998, pruned_loss=0.06129, over 2420283.29 frames. utt_duration=1233 frames, utt_pad_proportion=0.06279, over 7860.03 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2998, pruned_loss=0.0644, over 2477361.75 frames. utt_duration=368.4 frames, utt_pad_proportion=0.07522, over 26998.66 utterances.], batch size: 48, lr: 4.01e-04
2022-08-25 11:14:33,878 INFO [train.py:927] (7/8) Epoch 9, batch 7950, giga_loss[loss=0.1902, simple_loss=0.2594, pruned_loss=0.06055, over 12385.00 frames. utt_duration=140.3 frames, utt_pad_proportion=0.1749, over 356.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.297, pruned_loss=0.06206, over 2477124.82 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07474, over 24943.21 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2999, pruned_loss=0.06135, over 2421879.75 frames. utt_duration=1235 frames, utt_pad_proportion=0.06141, over 7854.28 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.297, pruned_loss=0.06254, over 2477698.09 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07575, over 26490.65 utterances.], batch size: 356, lr: 4.01e-04
2022-08-25 11:16:30,936 INFO [train.py:927] (7/8) Epoch 9, batch 8000, giga_loss[loss=0.181, simple_loss=0.2771, pruned_loss=0.04248, over 12452.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03125, over 75.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2954, pruned_loss=0.06155, over 2477869.41 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07315, over 24868.22 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.3003, pruned_loss=0.06153, over 2423147.76 frames. utt_duration=1239 frames, utt_pad_proportion=0.06019, over 7833.11 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.295, pruned_loss=0.06179, over 2478410.09 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07441, over 26487.08 utterances.], batch size: 75, lr: 4.00e-04
2022-08-25 11:18:33,868 INFO [train.py:927] (7/8) Epoch 9, batch 8050, giga_loss[loss=0.2105, simple_loss=0.3038, pruned_loss=0.05857, over 12472.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 98.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2961, pruned_loss=0.06115, over 2477216.49 frames. utt_duration=396.4 frames, utt_pad_proportion=0.07245, over 25079.43 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.3003, pruned_loss=0.06164, over 2423560.96 frames. utt_duration=1240 frames, utt_pad_proportion=0.05971, over 7824.81 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2956, pruned_loss=0.06124, over 2477728.01 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07364, over 26511.31 utterances.], batch size: 98, lr: 4.00e-04
2022-08-25 11:20:47,513 INFO [train.py:927] (7/8) Epoch 9, batch 8100, giga_loss[loss=0.2137, simple_loss=0.3006, pruned_loss=0.06343, over 12340.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03116, over 91.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2938, pruned_loss=0.05987, over 2477217.43 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06913, over 24501.74 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.3003, pruned_loss=0.06162, over 2424238.79 frames. utt_duration=1239 frames, utt_pad_proportion=0.05944, over 7834.28 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2934, pruned_loss=0.05994, over 2477720.85 frames. utt_duration=384.7 frames, utt_pad_proportion=0.07039, over 25850.62 utterances.], batch size: 91, lr: 4.00e-04
2022-08-25 11:22:46,096 INFO [train.py:927] (7/8) Epoch 9, batch 8150, giga_loss[loss=0.2113, simple_loss=0.3128, pruned_loss=0.05494, over 12393.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04946, over 161.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2956, pruned_loss=0.05993, over 2477364.18 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06748, over 24382.81 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2997, pruned_loss=0.06134, over 2426478.74 frames. utt_duration=1248 frames, utt_pad_proportion=0.05755, over 7785.78 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2955, pruned_loss=0.06017, over 2477849.20 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06922, over 26195.65 utterances.], batch size: 161, lr: 4.00e-04
2022-08-25 11:24:49,038 INFO [train.py:927] (7/8) Epoch 9, batch 8200, libri_loss[loss=0.2062, simple_loss=0.296, pruned_loss=0.05818, over 12381.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006972, over 34.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2962, pruned_loss=0.0585, over 2477375.34 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07142, over 24511.05 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2992, pruned_loss=0.0611, over 2427703.06 frames. utt_duration=1256 frames, utt_pad_proportion=0.05643, over 7739.79 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2965, pruned_loss=0.05885, over 2478025.33 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07294, over 26462.87 utterances.], batch size: 34, lr: 4.00e-04
2022-08-25 11:26:54,327 INFO [train.py:927] (7/8) Epoch 9, batch 8250, libri_loss[loss=0.2113, simple_loss=0.3043, pruned_loss=0.05911, over 12396.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008825, over 38.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2959, pruned_loss=0.05807, over 2476995.86 frames. utt_duration=419 frames, utt_pad_proportion=0.06911, over 23713.24 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.298, pruned_loss=0.0606, over 2428932.20 frames. utt_duration=1266 frames, utt_pad_proportion=0.05495, over 7686.26 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2972, pruned_loss=0.05871, over 2478233.00 frames. utt_duration=383 frames, utt_pad_proportion=0.07106, over 25962.88 utterances.], batch size: 38, lr: 4.00e-04
2022-08-25 11:29:17,693 INFO [train.py:927] (7/8) Epoch 9, batch 8300, giga_loss[loss=0.2143, simple_loss=0.3095, pruned_loss=0.0595, over 12421.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03933, over 133.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2962, pruned_loss=0.05876, over 2476789.58 frames. utt_duration=420 frames, utt_pad_proportion=0.06726, over 23656.70 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2978, pruned_loss=0.06052, over 2429314.92 frames. utt_duration=1269 frames, utt_pad_proportion=0.05434, over 7669.07 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2973, pruned_loss=0.05929, over 2478057.19 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06917, over 25668.13 utterances.], batch size: 133, lr: 4.00e-04
2022-08-25 11:31:29,906 INFO [train.py:927] (7/8) Epoch 9, batch 8350, giga_loss[loss=0.1831, simple_loss=0.2783, pruned_loss=0.04399, over 12368.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04701, over 146.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2944, pruned_loss=0.0581, over 2477299.56 frames. utt_duration=424.4 frames, utt_pad_proportion=0.06852, over 23412.02 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2975, pruned_loss=0.06031, over 2431179.60 frames. utt_duration=1271 frames, utt_pad_proportion=0.05321, over 7658.54 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2955, pruned_loss=0.05866, over 2478111.20 frames. utt_duration=389.5 frames, utt_pad_proportion=0.07038, over 25525.95 utterances.], batch size: 146, lr: 4.00e-04
2022-08-25 11:33:36,809 INFO [train.py:927] (7/8) Epoch 9, batch 8400, giga_loss[loss=0.2118, simple_loss=0.2925, pruned_loss=0.06552, over 12407.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03617, over 113.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2926, pruned_loss=0.05777, over 2477584.73 frames. utt_duration=427.8 frames, utt_pad_proportion=0.06465, over 23232.15 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2973, pruned_loss=0.06013, over 2431724.10 frames. utt_duration=1275 frames, utt_pad_proportion=0.05242, over 7636.59 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.05833, over 2478563.65 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06671, over 25212.36 utterances.], batch size: 113, lr: 4.00e-04
2022-08-25 11:35:40,400 INFO [train.py:927] (7/8) Epoch 9, batch 8450, giga_loss[loss=0.2127, simple_loss=0.2834, pruned_loss=0.071, over 12418.00 frames. utt_duration=585.5 frames, utt_pad_proportion=0.02734, over 85.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2949, pruned_loss=0.05907, over 2477525.09 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06265, over 23405.08 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2974, pruned_loss=0.06022, over 2432521.15 frames. utt_duration=1277 frames, utt_pad_proportion=0.05174, over 7626.88 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2955, pruned_loss=0.05942, over 2478415.66 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06467, over 25275.48 utterances.], batch size: 85, lr: 4.00e-04
2022-08-25 11:37:36,661 INFO [train.py:927] (7/8) Epoch 9, batch 8500, giga_loss[loss=0.2139, simple_loss=0.293, pruned_loss=0.06734, over 12486.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03494, over 37.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.294, pruned_loss=0.05957, over 2478009.64 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06239, over 23699.35 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2969, pruned_loss=0.06004, over 2432808.62 frames. utt_duration=1280 frames, utt_pad_proportion=0.05139, over 7610.65 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2949, pruned_loss=0.05999, over 2478856.67 frames. utt_duration=392.8 frames, utt_pad_proportion=0.0641, over 25321.39 utterances.], batch size: 37, lr: 4.00e-04
2022-08-25 11:39:42,238 INFO [train.py:927] (7/8) Epoch 9, batch 8550, giga_loss[loss=0.2291, simple_loss=0.3132, pruned_loss=0.07248, over 12414.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0396, over 133.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.295, pruned_loss=0.05995, over 2477921.04 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06549, over 24300.35 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2968, pruned_loss=0.05993, over 2433611.97 frames. utt_duration=1286 frames, utt_pad_proportion=0.05022, over 7578.69 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2958, pruned_loss=0.06037, over 2479118.20 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06706, over 26092.15 utterances.], batch size: 133, lr: 4.00e-04
2022-08-25 11:42:09,080 INFO [train.py:927] (7/8) Epoch 9, batch 8600, giga_loss[loss=0.2029, simple_loss=0.289, pruned_loss=0.05842, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05912, over 182.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2947, pruned_loss=0.05945, over 2478330.94 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06297, over 23929.13 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2966, pruned_loss=0.05987, over 2434552.93 frames. utt_duration=1289 frames, utt_pad_proportion=0.04928, over 7563.47 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2955, pruned_loss=0.05984, over 2479425.86 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06472, over 25738.50 utterances.], batch size: 182, lr: 4.00e-04
2022-08-25 11:44:14,604 INFO [train.py:927] (7/8) Epoch 9, batch 8650, giga_loss[loss=0.2345, simple_loss=0.3126, pruned_loss=0.07821, over 12430.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05623, over 182.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2914, pruned_loss=0.05864, over 2478172.68 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06184, over 24154.22 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2963, pruned_loss=0.05975, over 2435075.01 frames. utt_duration=1291 frames, utt_pad_proportion=0.04858, over 7553.19 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2922, pruned_loss=0.05904, over 2479378.49 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06353, over 25892.30 utterances.], batch size: 182, lr: 4.00e-04
2022-08-25 11:46:06,877 INFO [train.py:927] (7/8) Epoch 9, batch 8700, giga_loss[loss=0.2869, simple_loss=0.3409, pruned_loss=0.1164, over 12209.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03302, over 39.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2917, pruned_loss=0.05943, over 2477944.42 frames. utt_duration=420.3 frames, utt_pad_proportion=0.05928, over 23651.36 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2962, pruned_loss=0.05981, over 2435236.64 frames. utt_duration=1292 frames, utt_pad_proportion=0.0484, over 7548.42 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2924, pruned_loss=0.0597, over 2478936.60 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06085, over 25087.40 utterances.], batch size: 39, lr: 4.00e-04
2022-08-25 11:48:09,975 INFO [train.py:927] (7/8) Epoch 9, batch 8750, giga_loss[loss=0.2224, simple_loss=0.3146, pruned_loss=0.06513, over 12448.00 frames. utt_duration=542.5 frames, utt_pad_proportion=0.033, over 92.00 utterances.], tot_loss[loss=0.203, simple_loss=0.29, pruned_loss=0.05806, over 2477656.69 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06454, over 24707.28 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2962, pruned_loss=0.05979, over 2435408.45 frames. utt_duration=1291 frames, utt_pad_proportion=0.04823, over 7551.68 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2905, pruned_loss=0.05827, over 2478469.52 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06555, over 25902.74 utterances.], batch size: 92, lr: 4.00e-04
2022-08-25 11:50:24,659 INFO [train.py:927] (7/8) Epoch 9, batch 8800, giga_loss[loss=0.1908, simple_loss=0.2784, pruned_loss=0.05157, over 12394.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09776, over 256.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2891, pruned_loss=0.0575, over 2476272.40 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06076, over 23810.12 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2962, pruned_loss=0.0597, over 2435400.54 frames. utt_duration=1297 frames, utt_pad_proportion=0.04739, over 7519.20 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2893, pruned_loss=0.05772, over 2477910.53 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06206, over 25185.58 utterances.], batch size: 256, lr: 4.00e-04
2022-08-25 11:52:32,596 INFO [train.py:927] (7/8) Epoch 9, batch 8850, giga_loss[loss=0.1963, simple_loss=0.2875, pruned_loss=0.05258, over 12413.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03659, over 105.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2899, pruned_loss=0.05819, over 2476770.34 frames. utt_duration=413 frames, utt_pad_proportion=0.06125, over 24059.00 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2962, pruned_loss=0.05964, over 2436101.89 frames. utt_duration=1299 frames, utt_pad_proportion=0.04683, over 7511.48 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2901, pruned_loss=0.05838, over 2477978.87 frames. utt_duration=392 frames, utt_pad_proportion=0.06243, over 25360.14 utterances.], batch size: 105, lr: 4.00e-04
2022-08-25 11:54:36,583 INFO [train.py:927] (7/8) Epoch 9, batch 8900, giga_loss[loss=0.1985, simple_loss=0.2954, pruned_loss=0.05082, over 12447.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.03108, over 122.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2893, pruned_loss=0.05774, over 2477562.86 frames. utt_duration=407 frames, utt_pad_proportion=0.0617, over 24419.72 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2964, pruned_loss=0.05971, over 2436382.38 frames. utt_duration=1298 frames, utt_pad_proportion=0.04665, over 7513.92 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2892, pruned_loss=0.05782, over 2478438.15 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06267, over 25514.06 utterances.], batch size: 122, lr: 4.00e-04
2022-08-25 11:56:35,469 INFO [train.py:927] (7/8) Epoch 9, batch 8950, giga_loss[loss=0.23, simple_loss=0.3178, pruned_loss=0.07113, over 12369.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02876, over 91.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2922, pruned_loss=0.05811, over 2477442.14 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06168, over 23940.44 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2969, pruned_loss=0.05994, over 2437217.08 frames. utt_duration=1286 frames, utt_pad_proportion=0.05005, over 7588.57 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2916, pruned_loss=0.05794, over 2478322.67 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06179, over 25137.30 utterances.], batch size: 91, lr: 4.00e-04
2022-08-25 11:58:42,996 INFO [train.py:927] (7/8) Epoch 9, batch 9000, libri_loss[loss=0.178, simple_loss=0.262, pruned_loss=0.047, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007954, over 30.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.293, pruned_loss=0.05831, over 2477438.95 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06016, over 24117.84 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2966, pruned_loss=0.05983, over 2437764.44 frames. utt_duration=1286 frames, utt_pad_proportion=0.05017, over 7590.00 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2926, pruned_loss=0.05823, over 2478538.76 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06035, over 25456.55 utterances.], batch size: 30, lr: 4.00e-04
2022-08-25 11:58:42,998 INFO [train.py:958] (7/8) Computing validation loss
2022-08-25 11:58:56,848 INFO [train.py:967] (7/8) 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 12:01:01,086 INFO [train.py:927] (7/8) Epoch 9, batch 9050, giga_loss[loss=0.2044, simple_loss=0.2974, pruned_loss=0.05566, over 12349.00 frames. utt_duration=853 frames, utt_pad_proportion=0.0329, over 58.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2918, pruned_loss=0.0579, over 2477261.36 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06085, over 24186.22 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2969, pruned_loss=0.06002, over 2438587.06 frames. utt_duration=1287 frames, utt_pad_proportion=0.04939, over 7588.27 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2911, pruned_loss=0.05763, over 2478098.11 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06123, over 25552.25 utterances.], batch size: 58, lr: 4.00e-04
2022-08-25 12:03:01,976 INFO [train.py:927] (7/8) Epoch 9, batch 9100, giga_loss[loss=0.2176, simple_loss=0.2997, pruned_loss=0.06775, over 12382.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09535, over 255.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2912, pruned_loss=0.05793, over 2477733.25 frames. utt_duration=413.8 frames, utt_pad_proportion=0.05921, over 24019.69 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2969, pruned_loss=0.06024, over 2439366.28 frames. utt_duration=1290 frames, utt_pad_proportion=0.04864, over 7572.61 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2906, pruned_loss=0.0575, over 2478388.23 frames. utt_duration=391.5 frames, utt_pad_proportion=0.05982, over 25403.00 utterances.], batch size: 255, lr: 3.99e-04
2022-08-25 12:05:09,455 INFO [train.py:927] (7/8) Epoch 9, batch 9150, giga_loss[loss=0.1923, simple_loss=0.2777, pruned_loss=0.05343, over 12464.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03009, over 55.00 utterances.], tot_loss[loss=0.204, simple_loss=0.292, pruned_loss=0.058, over 2478063.16 frames. utt_duration=416 frames, utt_pad_proportion=0.05872, over 23895.84 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.297, pruned_loss=0.0602, over 2440774.22 frames. utt_duration=1287 frames, utt_pad_proportion=0.04825, over 7594.92 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2912, pruned_loss=0.05759, over 2478675.54 frames. utt_duration=388.7 frames, utt_pad_proportion=0.05942, over 25585.44 utterances.], batch size: 55, lr: 3.99e-04
2022-08-25 12:07:08,502 INFO [train.py:927] (7/8) Epoch 9, batch 9200, giga_loss[loss=0.2127, simple_loss=0.296, pruned_loss=0.0647, over 12476.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02916, over 55.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2927, pruned_loss=0.05885, over 2478035.22 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06397, over 24704.64 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2968, pruned_loss=0.06013, over 2441120.73 frames. utt_duration=1286 frames, utt_pad_proportion=0.04847, over 7603.14 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2922, pruned_loss=0.05855, over 2478854.68 frames. utt_duration=378 frames, utt_pad_proportion=0.06419, over 26317.03 utterances.], batch size: 55, lr: 3.99e-04
2022-08-25 12:09:12,584 INFO [train.py:927] (7/8) Epoch 9, batch 9250, giga_loss[loss=0.2207, simple_loss=0.308, pruned_loss=0.06671, over 12421.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07374, over 213.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2944, pruned_loss=0.05935, over 2477926.61 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06482, over 24913.56 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2969, pruned_loss=0.06023, over 2441888.30 frames. utt_duration=1282 frames, utt_pad_proportion=0.04876, over 7626.72 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2939, pruned_loss=0.05901, over 2478547.12 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06496, over 26463.40 utterances.], batch size: 213, lr: 3.99e-04
2022-08-25 12:11:28,617 INFO [train.py:927] (7/8) Epoch 9, batch 9300, giga_loss[loss=0.2182, simple_loss=0.3055, pruned_loss=0.06543, over 12382.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03563, over 113.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2925, pruned_loss=0.05856, over 2477768.15 frames. utt_duration=401.7 frames, utt_pad_proportion=0.0659, over 24746.43 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2962, pruned_loss=0.05995, over 2442508.18 frames. utt_duration=1288 frames, utt_pad_proportion=0.048, over 7594.33 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2926, pruned_loss=0.05852, over 2478511.26 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06627, over 26411.42 utterances.], batch size: 113, lr: 3.99e-04
2022-08-25 12:13:28,467 INFO [train.py:927] (7/8) Epoch 9, batch 9350, giga_loss[loss=0.2235, simple_loss=0.3052, pruned_loss=0.07094, over 12378.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04612, over 146.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2925, pruned_loss=0.05868, over 2477567.96 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06453, over 24830.43 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.296, pruned_loss=0.05979, over 2443007.20 frames. utt_duration=1290 frames, utt_pad_proportion=0.04732, over 7586.39 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2927, pruned_loss=0.05878, over 2478340.77 frames. utt_duration=376 frames, utt_pad_proportion=0.06513, over 26446.85 utterances.], batch size: 146, lr: 3.99e-04
2022-08-25 12:15:34,051 INFO [train.py:927] (7/8) Epoch 9, batch 9400, giga_loss[loss=0.173, simple_loss=0.2654, pruned_loss=0.04029, over 12190.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.02972, over 39.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2912, pruned_loss=0.05847, over 2477279.46 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06357, over 24730.11 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.296, pruned_loss=0.05974, over 2443387.04 frames. utt_duration=1288 frames, utt_pad_proportion=0.04725, over 7594.50 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2913, pruned_loss=0.05857, over 2478302.33 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06425, over 26394.50 utterances.], batch size: 39, lr: 3.99e-04
2022-08-25 12:17:37,571 INFO [train.py:927] (7/8) Epoch 9, batch 9450, giga_loss[loss=0.2275, simple_loss=0.3233, pruned_loss=0.06582, over 12432.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03931, over 105.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2908, pruned_loss=0.05738, over 2477637.03 frames. utt_duration=408 frames, utt_pad_proportion=0.06375, over 24363.82 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2961, pruned_loss=0.05977, over 2443868.92 frames. utt_duration=1289 frames, utt_pad_proportion=0.04687, over 7590.56 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2907, pruned_loss=0.05741, over 2478309.03 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06443, over 25834.99 utterances.], batch size: 105, lr: 3.99e-04
2022-08-25 12:19:31,372 INFO [train.py:927] (7/8) Epoch 9, batch 9500, giga_loss[loss=0.1969, simple_loss=0.2894, pruned_loss=0.0522, over 12404.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02964, over 62.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2916, pruned_loss=0.05638, over 2478379.94 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06445, over 23878.20 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2964, pruned_loss=0.05992, over 2444919.71 frames. utt_duration=1272 frames, utt_pad_proportion=0.05167, over 7696.49 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2912, pruned_loss=0.05621, over 2478737.12 frames. utt_duration=393 frames, utt_pad_proportion=0.06385, over 25304.77 utterances.], batch size: 62, lr: 3.99e-04
2022-08-25 12:21:42,759 INFO [train.py:927] (7/8) Epoch 9, batch 9550, giga_loss[loss=0.2007, simple_loss=0.2933, pruned_loss=0.05409, over 12396.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0447, over 146.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2916, pruned_loss=0.05617, over 2478062.05 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06464, over 23733.33 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2965, pruned_loss=0.05998, over 2445706.63 frames. utt_duration=1273 frames, utt_pad_proportion=0.05102, over 7693.55 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2912, pruned_loss=0.05593, over 2478238.54 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06438, over 25133.46 utterances.], batch size: 146, lr: 3.99e-04
2022-08-25 12:23:56,916 INFO [train.py:927] (7/8) Epoch 9, batch 9600, giga_loss[loss=0.1967, simple_loss=0.2882, pruned_loss=0.05262, over 12411.00 frames. utt_duration=585.1 frames, utt_pad_proportion=0.02476, over 85.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2913, pruned_loss=0.05594, over 2477790.07 frames. utt_duration=413 frames, utt_pad_proportion=0.06776, over 24067.39 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2964, pruned_loss=0.05999, over 2446300.81 frames. utt_duration=1267 frames, utt_pad_proportion=0.0521, over 7731.60 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2909, pruned_loss=0.05564, over 2478246.80 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06724, over 25599.10 utterances.], batch size: 85, lr: 3.99e-04
2022-08-25 12:26:16,657 INFO [train.py:927] (7/8) Epoch 9, batch 9650, giga_loss[loss=0.2472, simple_loss=0.3254, pruned_loss=0.08449, over 12351.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02335, over 45.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2937, pruned_loss=0.05652, over 2477984.98 frames. utt_duration=427 frames, utt_pad_proportion=0.06375, over 23281.63 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2963, pruned_loss=0.05993, over 2447003.24 frames. utt_duration=1264 frames, utt_pad_proportion=0.05207, over 7750.35 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2934, pruned_loss=0.05625, over 2478439.50 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06362, over 24851.93 utterances.], batch size: 45, lr: 3.99e-04
2022-08-25 12:28:41,832 INFO [train.py:927] (7/8) Epoch 9, batch 9700, giga_loss[loss=0.2333, simple_loss=0.3116, pruned_loss=0.07756, over 12395.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.02854, over 113.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2942, pruned_loss=0.0571, over 2477291.68 frames. utt_duration=427.5 frames, utt_pad_proportion=0.06403, over 23244.28 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2963, pruned_loss=0.05992, over 2447033.00 frames. utt_duration=1267 frames, utt_pad_proportion=0.0517, over 7735.88 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2939, pruned_loss=0.05687, over 2477899.81 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06406, over 24631.52 utterances.], batch size: 113, lr: 3.99e-04
2022-08-25 12:30:55,198 INFO [train.py:927] (7/8) Epoch 9, batch 9750, giga_loss[loss=0.2166, simple_loss=0.306, pruned_loss=0.06354, over 12399.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03248, over 122.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2927, pruned_loss=0.05631, over 2476968.36 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06689, over 23838.24 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2965, pruned_loss=0.05996, over 2447429.32 frames. utt_duration=1268 frames, utt_pad_proportion=0.05113, over 7726.90 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2923, pruned_loss=0.05605, over 2477499.42 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06698, over 25155.02 utterances.], batch size: 122, lr: 3.99e-04
2022-08-25 12:32:56,715 INFO [train.py:927] (7/8) Epoch 9, batch 9800, giga_loss[loss=0.2249, simple_loss=0.3107, pruned_loss=0.06951, over 12425.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.02801, over 122.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2924, pruned_loss=0.05636, over 2476720.95 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06782, over 24096.02 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2966, pruned_loss=0.06, over 2447788.72 frames. utt_duration=1263 frames, utt_pad_proportion=0.05174, over 7763.57 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2919, pruned_loss=0.05601, over 2477593.65 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06782, over 25537.67 utterances.], batch size: 122, lr: 3.99e-04
2022-08-25 12:34:53,586 INFO [train.py:927] (7/8) Epoch 9, batch 9850, libri_loss[loss=0.1922, simple_loss=0.2788, pruned_loss=0.05278, over 12179.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009811, over 30.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2939, pruned_loss=0.05708, over 2476830.82 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06645, over 23869.61 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2964, pruned_loss=0.05982, over 2447721.39 frames. utt_duration=1261 frames, utt_pad_proportion=0.0522, over 7774.88 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2936, pruned_loss=0.05694, over 2478007.30 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06648, over 25228.59 utterances.], batch size: 30, lr: 3.99e-04
2022-08-25 12:36:52,432 INFO [train.py:927] (7/8) Epoch 9, batch 9900, giga_loss[loss=0.1875, simple_loss=0.2772, pruned_loss=0.04893, over 12122.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04257, over 33.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2927, pruned_loss=0.05732, over 2476879.67 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07027, over 24634.24 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2964, pruned_loss=0.05983, over 2447943.16 frames. utt_duration=1263 frames, utt_pad_proportion=0.0516, over 7762.27 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.05716, over 2478019.71 frames. utt_duration=383.1 frames, utt_pad_proportion=0.07038, over 25957.01 utterances.], batch size: 33, lr: 3.99e-04
2022-08-25 12:38:37,986 INFO [train.py:927] (7/8) Epoch 9, batch 9950, giga_loss[loss=0.2362, simple_loss=0.3201, pruned_loss=0.07614, over 12412.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05759, over 182.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2969, pruned_loss=0.06001, over 2476487.49 frames. utt_duration=403.3 frames, utt_pad_proportion=0.07094, over 24638.91 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2966, pruned_loss=0.0599, over 2448698.66 frames. utt_duration=1254 frames, utt_pad_proportion=0.05426, over 7819.87 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2964, pruned_loss=0.05974, over 2477618.67 frames. utt_duration=380.1 frames, utt_pad_proportion=0.07044, over 26154.95 utterances.], batch size: 182, lr: 3.99e-04
2022-08-25 12:40:23,498 INFO [train.py:927] (7/8) Epoch 9, batch 10000, giga_loss[loss=0.2266, simple_loss=0.3189, pruned_loss=0.06717, over 12479.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03779, over 31.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.3023, pruned_loss=0.06259, over 2475556.75 frames. utt_duration=431 frames, utt_pad_proportion=0.06836, over 23045.39 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2965, pruned_loss=0.05982, over 2448707.65 frames. utt_duration=1257 frames, utt_pad_proportion=0.05365, over 7804.62 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.3021, pruned_loss=0.06248, over 2476818.34 frames. utt_duration=406 frames, utt_pad_proportion=0.06833, over 24477.59 utterances.], batch size: 31, lr: 3.99e-04
2022-08-25 12:42:08,705 INFO [train.py:927] (7/8) Epoch 9, batch 10050, giga_loss[loss=0.1721, simple_loss=0.2624, pruned_loss=0.04093, over 12373.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02809, over 66.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2978, pruned_loss=0.06149, over 2475400.00 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07048, over 21942.51 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2966, pruned_loss=0.05984, over 2448790.91 frames. utt_duration=1262 frames, utt_pad_proportion=0.05291, over 7772.80 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2976, pruned_loss=0.06142, over 2476793.87 frames. utt_duration=425.4 frames, utt_pad_proportion=0.0706, over 23360.74 utterances.], batch size: 66, lr: 3.99e-04
2022-08-25 12:43:53,042 INFO [train.py:927] (7/8) Epoch 9, batch 10100, giga_loss[loss=0.1673, simple_loss=0.2429, pruned_loss=0.0459, over 12281.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02642, over 42.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2915, pruned_loss=0.05938, over 2475381.58 frames. utt_duration=470.2 frames, utt_pad_proportion=0.06758, over 21120.43 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2967, pruned_loss=0.0596, over 2449121.56 frames. utt_duration=1266 frames, utt_pad_proportion=0.05197, over 7746.63 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2913, pruned_loss=0.05957, over 2476804.56 frames. utt_duration=440.1 frames, utt_pad_proportion=0.06824, over 22579.59 utterances.], batch size: 42, lr: 3.99e-04
2022-08-25 12:45:35,688 INFO [train.py:927] (7/8) Epoch 9, batch 10150, giga_loss[loss=0.1747, simple_loss=0.254, pruned_loss=0.04769, over 12313.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.0457, over 26.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2835, pruned_loss=0.0568, over 2475716.14 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06857, over 20726.47 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2966, pruned_loss=0.05955, over 2449284.95 frames. utt_duration=1267 frames, utt_pad_proportion=0.05178, over 7738.90 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2833, pruned_loss=0.05698, over 2476799.14 frames. utt_duration=452.9 frames, utt_pad_proportion=0.06914, over 21940.88 utterances.], batch size: 26, lr: 3.99e-04
2022-08-25 12:47:19,874 INFO [train.py:927] (7/8) Epoch 9, batch 10200, giga_loss[loss=0.167, simple_loss=0.244, pruned_loss=0.04499, over 12341.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02266, over 45.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2784, pruned_loss=0.05495, over 2475602.65 frames. utt_duration=499 frames, utt_pad_proportion=0.06649, over 19899.02 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2962, pruned_loss=0.05942, over 2449921.07 frames. utt_duration=1272 frames, utt_pad_proportion=0.05058, over 7714.28 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2781, pruned_loss=0.0551, over 2476727.05 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06768, over 21307.19 utterances.], batch size: 45, lr: 3.98e-04
2022-08-25 12:49:03,010 INFO [train.py:927] (7/8) Epoch 9, batch 10250, giga_loss[loss=0.2122, simple_loss=0.2808, pruned_loss=0.07177, over 12383.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09742, over 256.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.274, pruned_loss=0.05328, over 2475198.68 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06774, over 20148.80 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2959, pruned_loss=0.05927, over 2450241.89 frames. utt_duration=1277 frames, utt_pad_proportion=0.04963, over 7684.29 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2735, pruned_loss=0.0534, over 2476512.73 frames. utt_duration=459.3 frames, utt_pad_proportion=0.06905, over 21634.44 utterances.], batch size: 256, lr: 3.98e-04
2022-08-25 12:50:47,780 INFO [train.py:927] (7/8) Epoch 9, batch 10300, giga_loss[loss=0.1838, simple_loss=0.2695, pruned_loss=0.0491, over 12351.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03218, over 97.00 utterances.], tot_loss[loss=0.187, simple_loss=0.2701, pruned_loss=0.05191, over 2474827.52 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06703, over 19401.95 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2958, pruned_loss=0.05911, over 2450835.55 frames. utt_duration=1271 frames, utt_pad_proportion=0.05252, over 7721.39 utterances.], giga_tot_loss[loss=0.1864, simple_loss=0.269, pruned_loss=0.05193, over 2476135.56 frames. utt_duration=474 frames, utt_pad_proportion=0.06745, over 20956.91 utterances.], batch size: 97, lr: 3.98e-04
2022-08-25 12:52:29,484 INFO [train.py:927] (7/8) Epoch 9, batch 10350, giga_loss[loss=0.1531, simple_loss=0.2323, pruned_loss=0.03701, over 12384.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04097, over 133.00 utterances.], tot_loss[loss=0.1828, simple_loss=0.2655, pruned_loss=0.05007, over 2474115.50 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06463, over 19005.69 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2956, pruned_loss=0.0591, over 2451327.31 frames. utt_duration=1276 frames, utt_pad_proportion=0.05133, over 7696.46 utterances.], giga_tot_loss[loss=0.1818, simple_loss=0.2639, pruned_loss=0.04984, over 2475484.31 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06573, over 20651.07 utterances.], batch size: 133, lr: 3.98e-04
2022-08-25 12:54:14,254 INFO [train.py:927] (7/8) Epoch 9, batch 10400, giga_loss[loss=0.1576, simple_loss=0.2357, pruned_loss=0.03975, over 12382.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07027, over 211.00 utterances.], tot_loss[loss=0.1806, simple_loss=0.2623, pruned_loss=0.04942, over 2473593.40 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06234, over 18998.57 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2956, pruned_loss=0.05926, over 2452252.40 frames. utt_duration=1280 frames, utt_pad_proportion=0.04979, over 7673.98 utterances.], giga_tot_loss[loss=0.1787, simple_loss=0.2599, pruned_loss=0.04876, over 2474668.85 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06405, over 20746.88 utterances.], batch size: 211, lr: 3.98e-04
2022-08-25 12:55:59,241 INFO [train.py:927] (7/8) Epoch 9, batch 10450, libri_loss[loss=0.1979, simple_loss=0.283, pruned_loss=0.05634, over 12444.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006162, over 32.00 utterances.], tot_loss[loss=0.186, simple_loss=0.2682, pruned_loss=0.05192, over 2474902.34 frames. utt_duration=530.6 frames, utt_pad_proportion=0.05892, over 18708.50 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2952, pruned_loss=0.05908, over 2453022.16 frames. utt_duration=1285 frames, utt_pad_proportion=0.04888, over 7647.44 utterances.], giga_tot_loss[loss=0.1843, simple_loss=0.2659, pruned_loss=0.05134, over 2475560.29 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06096, over 20368.67 utterances.], batch size: 32, lr: 3.98e-04
2022-08-25 12:57:42,457 INFO [train.py:927] (7/8) Epoch 9, batch 10500, libri_loss[loss=0.1587, simple_loss=0.246, pruned_loss=0.03565, over 12404.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008228, over 30.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2774, pruned_loss=0.05594, over 2473749.08 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05884, over 18270.07 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2939, pruned_loss=0.05844, over 2453215.39 frames. utt_duration=1293 frames, utt_pad_proportion=0.04737, over 7595.31 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.276, pruned_loss=0.05592, over 2474991.16 frames. utt_duration=493.2 frames, utt_pad_proportion=0.06122, over 20133.60 utterances.], batch size: 30, lr: 3.98e-04
2022-08-25 12:59:26,933 INFO [train.py:927] (7/8) Epoch 9, batch 10550, giga_loss[loss=0.2097, simple_loss=0.3014, pruned_loss=0.05905, over 12392.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06345, over 183.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.284, pruned_loss=0.05829, over 2473679.12 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06953, over 19703.66 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2938, pruned_loss=0.0584, over 2453525.87 frames. utt_duration=1294 frames, utt_pad_proportion=0.04695, over 7593.30 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2827, pruned_loss=0.05828, over 2474761.86 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07075, over 21385.76 utterances.], batch size: 183, lr: 3.98e-04
2022-08-25 13:01:10,715 INFO [train.py:927] (7/8) Epoch 9, batch 10600, giga_loss[loss=0.2002, simple_loss=0.2907, pruned_loss=0.05481, over 12388.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02691, over 66.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2895, pruned_loss=0.0602, over 2473975.80 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06765, over 19496.15 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2943, pruned_loss=0.05852, over 2453999.06 frames. utt_duration=1295 frames, utt_pad_proportion=0.04604, over 7587.51 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2879, pruned_loss=0.0601, over 2474876.40 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06923, over 21116.19 utterances.], batch size: 66, lr: 3.98e-04
2022-08-25 13:02:55,783 INFO [train.py:927] (7/8) Epoch 9, batch 10650, giga_loss[loss=0.2021, simple_loss=0.2913, pruned_loss=0.05651, over 12245.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.0374, over 28.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2937, pruned_loss=0.06296, over 2473066.25 frames. utt_duration=512.6 frames, utt_pad_proportion=0.0696, over 19354.70 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2946, pruned_loss=0.0588, over 2454094.10 frames. utt_duration=1282 frames, utt_pad_proportion=0.05029, over 7663.86 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2921, pruned_loss=0.06268, over 2474017.54 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06954, over 20772.71 utterances.], batch size: 28, lr: 3.98e-04
2022-08-25 13:04:39,283 INFO [train.py:927] (7/8) Epoch 9, batch 10700, giga_loss[loss=0.2771, simple_loss=0.3463, pruned_loss=0.104, over 12350.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2075, over 371.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2975, pruned_loss=0.06486, over 2472761.21 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06932, over 18863.30 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2943, pruned_loss=0.05883, over 2454466.56 frames. utt_duration=1289 frames, utt_pad_proportion=0.04914, over 7626.19 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2966, pruned_loss=0.06476, over 2473785.39 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0698, over 20389.36 utterances.], batch size: 371, lr: 3.98e-04
2022-08-25 13:06:22,841 INFO [train.py:927] (7/8) Epoch 9, batch 10750, giga_loss[loss=0.2291, simple_loss=0.3181, pruned_loss=0.07002, over 12413.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.0397, over 133.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3003, pruned_loss=0.06591, over 2472146.60 frames. utt_duration=518.4 frames, utt_pad_proportion=0.07401, over 19130.72 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2938, pruned_loss=0.05871, over 2454404.00 frames. utt_duration=1294 frames, utt_pad_proportion=0.04856, over 7593.90 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3, pruned_loss=0.06605, over 2473327.49 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07439, over 20573.05 utterances.], batch size: 133, lr: 3.98e-04
2022-08-25 13:08:08,539 INFO [train.py:927] (7/8) Epoch 9, batch 10800, giga_loss[loss=0.1957, simple_loss=0.2921, pruned_loss=0.04971, over 12204.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.04066, over 28.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3019, pruned_loss=0.06523, over 2472450.38 frames. utt_duration=557.6 frames, utt_pad_proportion=0.068, over 17785.47 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.294, pruned_loss=0.0588, over 2454513.98 frames. utt_duration=1294 frames, utt_pad_proportion=0.04837, over 7593.93 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3015, pruned_loss=0.0653, over 2473355.81 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06879, over 18962.84 utterances.], batch size: 28, lr: 3.98e-04
2022-08-25 13:09:52,835 INFO [train.py:927] (7/8) Epoch 9, batch 10850, giga_loss[loss=0.2701, simple_loss=0.3363, pruned_loss=0.1019, over 12445.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03567, over 123.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3031, pruned_loss=0.06533, over 2473155.09 frames. utt_duration=560.8 frames, utt_pad_proportion=0.07156, over 17686.74 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.295, pruned_loss=0.05902, over 2455121.25 frames. utt_duration=1264 frames, utt_pad_proportion=0.0576, over 7779.90 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3022, pruned_loss=0.06543, over 2474113.00 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06895, over 18892.74 utterances.], batch size: 123, lr: 3.98e-04
2022-08-25 13:11:35,886 INFO [train.py:927] (7/8) Epoch 9, batch 10900, giga_loss[loss=0.2587, simple_loss=0.3313, pruned_loss=0.09305, over 12280.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02681, over 54.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.305, pruned_loss=0.06812, over 2472639.95 frames. utt_duration=562.2 frames, utt_pad_proportion=0.07014, over 17639.85 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.295, pruned_loss=0.05903, over 2455371.23 frames. utt_duration=1270 frames, utt_pad_proportion=0.05615, over 7742.02 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3045, pruned_loss=0.06838, over 2473737.96 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06878, over 18943.09 utterances.], batch size: 54, lr: 3.98e-04
2022-08-25 13:13:21,951 INFO [train.py:927] (7/8) Epoch 9, batch 10950, giga_loss[loss=0.2106, simple_loss=0.2921, pruned_loss=0.06455, over 12374.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03863, over 113.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.305, pruned_loss=0.06955, over 2472577.63 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06999, over 17796.44 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2948, pruned_loss=0.059, over 2455457.42 frames. utt_duration=1272 frames, utt_pad_proportion=0.05537, over 7731.18 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.305, pruned_loss=0.06997, over 2473688.65 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06933, over 19024.64 utterances.], batch size: 113, lr: 3.98e-04
2022-08-25 13:15:15,182 INFO [train.py:927] (7/8) Epoch 9, batch 11000, giga_loss[loss=0.2323, simple_loss=0.3111, pruned_loss=0.07678, over 12452.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03745, over 123.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3047, pruned_loss=0.06966, over 2473083.89 frames. utt_duration=556 frames, utt_pad_proportion=0.06962, over 17838.54 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2949, pruned_loss=0.05907, over 2455652.39 frames. utt_duration=1261 frames, utt_pad_proportion=0.05885, over 7797.29 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3048, pruned_loss=0.07008, over 2474020.82 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06781, over 18888.42 utterances.], batch size: 123, lr: 3.98e-04
2022-08-25 13:17:01,368 INFO [train.py:927] (7/8) Epoch 9, batch 11050, giga_loss[loss=0.2168, simple_loss=0.2916, pruned_loss=0.07101, over 12407.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07702, over 213.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3025, pruned_loss=0.0686, over 2473629.12 frames. utt_duration=527 frames, utt_pad_proportion=0.07407, over 18830.07 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2946, pruned_loss=0.05901, over 2456173.55 frames. utt_duration=1262 frames, utt_pad_proportion=0.05781, over 7795.36 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.303, pruned_loss=0.06925, over 2474372.15 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07289, over 19923.48 utterances.], batch size: 213, lr: 3.98e-04
2022-08-25 13:18:48,939 INFO [train.py:927] (7/8) Epoch 9, batch 11100, libri_loss[loss=0.1896, simple_loss=0.2751, pruned_loss=0.05209, over 12180.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005889, over 33.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2979, pruned_loss=0.06616, over 2473767.32 frames. utt_duration=541.5 frames, utt_pad_proportion=0.07503, over 18325.27 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.294, pruned_loss=0.05859, over 2456371.50 frames. utt_duration=1272 frames, utt_pad_proportion=0.05665, over 7735.50 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2991, pruned_loss=0.06735, over 2474780.62 frames. utt_duration=506 frames, utt_pad_proportion=0.07469, over 19623.04 utterances.], batch size: 33, lr: 3.98e-04
2022-08-25 13:20:32,914 INFO [train.py:927] (7/8) Epoch 9, batch 11150, giga_loss[loss=0.1995, simple_loss=0.2812, pruned_loss=0.05888, over 12409.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.0454, over 34.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2945, pruned_loss=0.06501, over 2473667.85 frames. utt_duration=515.6 frames, utt_pad_proportion=0.07623, over 19247.12 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2945, pruned_loss=0.0588, over 2456455.16 frames. utt_duration=1273 frames, utt_pad_proportion=0.05582, over 7728.95 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.295, pruned_loss=0.06588, over 2474691.80 frames. utt_duration=484.9 frames, utt_pad_proportion=0.0763, over 20477.32 utterances.], batch size: 34, lr: 3.98e-04
2022-08-25 13:22:18,225 INFO [train.py:927] (7/8) Epoch 9, batch 11200, giga_loss[loss=0.1993, simple_loss=0.278, pruned_loss=0.06035, over 12197.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04029, over 28.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2945, pruned_loss=0.06492, over 2473590.51 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07626, over 19350.46 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2944, pruned_loss=0.05885, over 2456398.24 frames. utt_duration=1276 frames, utt_pad_proportion=0.05521, over 7710.10 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2949, pruned_loss=0.06564, over 2474691.30 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07665, over 20499.61 utterances.], batch size: 28, lr: 3.98e-04
2022-08-25 13:23:59,045 INFO [train.py:927] (7/8) Epoch 9, batch 11250, giga_loss[loss=0.1728, simple_loss=0.2576, pruned_loss=0.04405, over 12281.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.02993, over 28.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.291, pruned_loss=0.06359, over 2473090.02 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0702, over 18218.38 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2941, pruned_loss=0.05875, over 2456633.77 frames. utt_duration=1279 frames, utt_pad_proportion=0.05461, over 7692.58 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2916, pruned_loss=0.06432, over 2473989.09 frames. utt_duration=514.4 frames, utt_pad_proportion=0.07113, over 19292.90 utterances.], batch size: 28, lr: 3.98e-04
2022-08-25 13:25:42,850 INFO [train.py:927] (7/8) Epoch 9, batch 11300, giga_loss[loss=0.1983, simple_loss=0.2782, pruned_loss=0.05922, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0357, over 105.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2874, pruned_loss=0.06184, over 2473080.56 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06444, over 17037.65 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2938, pruned_loss=0.05845, over 2456738.80 frames. utt_duration=1283 frames, utt_pad_proportion=0.05353, over 7670.26 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2881, pruned_loss=0.06281, over 2474161.08 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06609, over 18194.21 utterances.], batch size: 105, lr: 3.98e-04
2022-08-25 13:27:24,985 INFO [train.py:927] (7/8) Epoch 9, batch 11350, libri_loss[loss=0.1712, simple_loss=0.2542, pruned_loss=0.04411, over 12271.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01101, over 28.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2841, pruned_loss=0.06046, over 2472434.85 frames. utt_duration=602 frames, utt_pad_proportion=0.05961, over 16469.47 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05815, over 2456876.76 frames. utt_duration=1288 frames, utt_pad_proportion=0.05242, over 7637.57 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2849, pruned_loss=0.06161, over 2473631.84 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06178, over 17687.23 utterances.], batch size: 28, lr: 3.97e-04
2022-08-25 13:29:07,060 INFO [train.py:927] (7/8) Epoch 9, batch 11400, giga_loss[loss=0.1807, simple_loss=0.2564, pruned_loss=0.05252, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03708, over 37.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2816, pruned_loss=0.05926, over 2472933.21 frames. utt_duration=611.3 frames, utt_pad_proportion=0.06073, over 16220.33 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05818, over 2457145.04 frames. utt_duration=1292 frames, utt_pad_proportion=0.05125, over 7618.83 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2819, pruned_loss=0.0602, over 2474054.74 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06295, over 17444.65 utterances.], batch size: 37, lr: 3.97e-04
2022-08-25 13:30:49,667 INFO [train.py:927] (7/8) Epoch 9, batch 11450, giga_loss[loss=0.2047, simple_loss=0.2863, pruned_loss=0.06154, over 12430.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03867, over 123.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2796, pruned_loss=0.05856, over 2473247.50 frames. utt_duration=630 frames, utt_pad_proportion=0.05753, over 15741.47 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.05836, over 2457521.91 frames. utt_duration=1278 frames, utt_pad_proportion=0.05433, over 7699.55 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2791, pruned_loss=0.05918, over 2474478.94 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05854, over 17016.52 utterances.], batch size: 123, lr: 3.97e-04
2022-08-25 13:32:34,693 INFO [train.py:927] (7/8) Epoch 9, batch 11500, giga_loss[loss=0.186, simple_loss=0.2622, pruned_loss=0.05491, over 12297.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03695, over 51.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2799, pruned_loss=0.05874, over 2473021.01 frames. utt_duration=638.2 frames, utt_pad_proportion=0.05351, over 15535.40 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2939, pruned_loss=0.05836, over 2457711.84 frames. utt_duration=1275 frames, utt_pad_proportion=0.05384, over 7721.12 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2788, pruned_loss=0.05922, over 2474257.75 frames. utt_duration=592.4 frames, utt_pad_proportion=0.05483, over 16748.69 utterances.], batch size: 51, lr: 3.97e-04
2022-08-25 13:34:18,907 INFO [train.py:927] (7/8) Epoch 9, batch 11550, giga_loss[loss=0.2809, simple_loss=0.3588, pruned_loss=0.1015, over 12413.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06865, over 212.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2839, pruned_loss=0.06139, over 2472587.99 frames. utt_duration=620.3 frames, utt_pad_proportion=0.05483, over 15983.91 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.0583, over 2457793.25 frames. utt_duration=1278 frames, utt_pad_proportion=0.05351, over 7701.95 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2831, pruned_loss=0.06186, over 2473626.68 frames. utt_duration=582.2 frames, utt_pad_proportion=0.05594, over 17038.47 utterances.], batch size: 212, lr: 3.97e-04
2022-08-25 13:36:03,646 INFO [train.py:927] (7/8) Epoch 9, batch 11600, giga_loss[loss=0.24, simple_loss=0.3203, pruned_loss=0.07984, over 12202.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04047, over 28.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2912, pruned_loss=0.06506, over 2473185.38 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06019, over 17004.04 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.05821, over 2457903.08 frames. utt_duration=1280 frames, utt_pad_proportion=0.05288, over 7689.46 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2904, pruned_loss=0.06556, over 2474111.03 frames. utt_duration=552.5 frames, utt_pad_proportion=0.061, over 17959.60 utterances.], batch size: 28, lr: 3.97e-04
2022-08-25 13:37:47,192 INFO [train.py:927] (7/8) Epoch 9, batch 11650, giga_loss[loss=0.2282, simple_loss=0.3167, pruned_loss=0.06985, over 12337.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03288, over 51.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.297, pruned_loss=0.06715, over 2473311.23 frames. utt_duration=574 frames, utt_pad_proportion=0.05918, over 17279.64 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2935, pruned_loss=0.05801, over 2457941.85 frames. utt_duration=1284 frames, utt_pad_proportion=0.05215, over 7668.76 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2966, pruned_loss=0.06786, over 2474289.42 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06019, over 18222.08 utterances.], batch size: 51, lr: 3.97e-04
2022-08-25 13:39:29,666 INFO [train.py:927] (7/8) Epoch 9, batch 11700, giga_loss[loss=0.2164, simple_loss=0.2931, pruned_loss=0.06983, over 12393.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06962, over 211.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2997, pruned_loss=0.0677, over 2473689.75 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06296, over 18149.07 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2934, pruned_loss=0.05787, over 2458227.10 frames. utt_duration=1282 frames, utt_pad_proportion=0.05237, over 7681.12 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2996, pruned_loss=0.06856, over 2474492.28 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06356, over 19059.18 utterances.], batch size: 211, lr: 3.97e-04
2022-08-25 13:41:12,317 INFO [train.py:927] (7/8) Epoch 9, batch 11750, giga_loss[loss=0.1927, simple_loss=0.2757, pruned_loss=0.05482, over 12344.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03321, over 58.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2998, pruned_loss=0.0666, over 2473443.26 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05963, over 17656.43 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.05805, over 2458137.40 frames. utt_duration=1281 frames, utt_pad_proportion=0.05169, over 7683.91 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2992, pruned_loss=0.06734, over 2474499.05 frames. utt_duration=533.3 frames, utt_pad_proportion=0.0606, over 18611.19 utterances.], batch size: 58, lr: 3.97e-04
2022-08-25 13:42:56,957 INFO [train.py:927] (7/8) Epoch 9, batch 11800, giga_loss[loss=0.2331, simple_loss=0.3162, pruned_loss=0.07497, over 12380.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05213, over 161.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2999, pruned_loss=0.06646, over 2472531.48 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06887, over 18310.10 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2941, pruned_loss=0.05808, over 2458398.24 frames. utt_duration=1279 frames, utt_pad_proportion=0.0515, over 7696.67 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2995, pruned_loss=0.06713, over 2473339.39 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06937, over 19180.94 utterances.], batch size: 161, lr: 3.97e-04
2022-08-25 13:44:42,219 INFO [train.py:927] (7/8) Epoch 9, batch 11850, giga_loss[loss=0.2273, simple_loss=0.3071, pruned_loss=0.07372, over 12340.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03335, over 97.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3026, pruned_loss=0.0684, over 2472711.30 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06513, over 18349.72 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2937, pruned_loss=0.05794, over 2458134.13 frames. utt_duration=1282 frames, utt_pad_proportion=0.05105, over 7676.53 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3029, pruned_loss=0.06927, over 2473937.47 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06598, over 19303.80 utterances.], batch size: 97, lr: 3.97e-04
2022-08-25 13:46:26,673 INFO [train.py:927] (7/8) Epoch 9, batch 11900, giga_loss[loss=0.2407, simple_loss=0.3237, pruned_loss=0.07891, over 12252.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02548, over 45.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3033, pruned_loss=0.06936, over 2472399.90 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06012, over 17572.46 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2936, pruned_loss=0.05805, over 2458642.18 frames. utt_duration=1285 frames, utt_pad_proportion=0.05001, over 7662.45 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.304, pruned_loss=0.07036, over 2473435.46 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06165, over 18726.59 utterances.], batch size: 45, lr: 3.97e-04
2022-08-25 13:48:10,181 INFO [train.py:927] (7/8) Epoch 9, batch 11950, giga_loss[loss=0.2272, simple_loss=0.3147, pruned_loss=0.06989, over 12389.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02985, over 58.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3039, pruned_loss=0.06958, over 2472547.15 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06015, over 17054.51 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2933, pruned_loss=0.0579, over 2459144.91 frames. utt_duration=1281 frames, utt_pad_proportion=0.04982, over 7690.30 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.305, pruned_loss=0.07094, over 2473408.50 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06161, over 18312.79 utterances.], batch size: 58, lr: 3.97e-04
2022-08-25 13:49:56,647 INFO [train.py:927] (7/8) Epoch 9, batch 12000, giga_loss[loss=0.2374, simple_loss=0.3246, pruned_loss=0.07514, over 12445.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.0438, over 134.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3055, pruned_loss=0.06979, over 2472801.81 frames. utt_duration=596.3 frames, utt_pad_proportion=0.06148, over 16628.56 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05817, over 2459683.70 frames. utt_duration=1281 frames, utt_pad_proportion=0.04879, over 7689.79 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3064, pruned_loss=0.07094, over 2473351.19 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06312, over 17884.00 utterances.], batch size: 134, lr: 3.97e-04
2022-08-25 13:49:56,648 INFO [train.py:958] (7/8) Computing validation loss
2022-08-25 13:50:11,626 INFO [train.py:967] (7/8) 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] (7/8) Epoch 9, batch 12050, libri_loss[loss=0.2223, simple_loss=0.3259, pruned_loss=0.05935, over 12312.00 frames. utt_duration=771.1 frames, utt_pad_proportion=0.1218, over 64.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3054, pruned_loss=0.0696, over 2472249.29 frames. utt_duration=629.2 frames, utt_pad_proportion=0.0574, over 15753.47 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2942, pruned_loss=0.05829, over 2459717.15 frames. utt_duration=1278 frames, utt_pad_proportion=0.04902, over 7707.51 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3058, pruned_loss=0.07055, over 2472815.99 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05897, over 16842.24 utterances.], batch size: 64, lr: 3.97e-04
2022-08-25 13:53:37,446 INFO [train.py:927] (7/8) Epoch 9, batch 12100, libri_loss[loss=0.1831, simple_loss=0.2683, pruned_loss=0.049, over 12344.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006093, over 33.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3041, pruned_loss=0.06921, over 2471699.17 frames. utt_duration=654.1 frames, utt_pad_proportion=0.05644, over 15149.07 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.294, pruned_loss=0.05821, over 2459710.04 frames. utt_duration=1284 frames, utt_pad_proportion=0.04772, over 7674.23 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3048, pruned_loss=0.07041, over 2472537.86 frames. utt_duration=608 frames, utt_pad_proportion=0.05851, over 16305.94 utterances.], batch size: 33, lr: 3.97e-04
2022-08-25 13:55:20,315 INFO [train.py:927] (7/8) Epoch 9, batch 12150, giga_loss[loss=0.204, simple_loss=0.2964, pruned_loss=0.0558, over 12404.00 frames. utt_duration=710.1 frames, utt_pad_proportion=0.02598, over 70.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3046, pruned_loss=0.06995, over 2471852.43 frames. utt_duration=659.5 frames, utt_pad_proportion=0.0538, over 15026.53 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2937, pruned_loss=0.05822, over 2459977.52 frames. utt_duration=1289 frames, utt_pad_proportion=0.04671, over 7642.45 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3058, pruned_loss=0.07121, over 2472633.48 frames. utt_duration=612.9 frames, utt_pad_proportion=0.05614, over 16176.23 utterances.], batch size: 70, lr: 3.97e-04
2022-08-25 13:57:04,545 INFO [train.py:927] (7/8) Epoch 9, batch 12200, giga_loss[loss=0.2328, simple_loss=0.3144, pruned_loss=0.07564, over 12359.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03109, over 51.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3048, pruned_loss=0.0699, over 2472017.99 frames. utt_duration=642.8 frames, utt_pad_proportion=0.05923, over 15419.20 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2937, pruned_loss=0.05822, over 2460232.53 frames. utt_duration=1291 frames, utt_pad_proportion=0.046, over 7628.76 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3059, pruned_loss=0.07111, over 2472628.43 frames. utt_duration=601.5 frames, utt_pad_proportion=0.06114, over 16485.16 utterances.], batch size: 51, lr: 3.97e-04
2022-08-25 13:58:48,481 INFO [train.py:927] (7/8) Epoch 9, batch 12250, libri_loss[loss=0.2569, simple_loss=0.361, pruned_loss=0.0764, over 12357.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01624, over 41.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3053, pruned_loss=0.07006, over 2472331.51 frames. utt_duration=636.1 frames, utt_pad_proportion=0.05854, over 15583.17 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2943, pruned_loss=0.05839, over 2460505.21 frames. utt_duration=1286 frames, utt_pad_proportion=0.04627, over 7664.76 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3058, pruned_loss=0.07106, over 2472782.88 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06013, over 16535.45 utterances.], batch size: 41, lr: 3.97e-04
2022-08-25 14:00:30,396 INFO [train.py:927] (7/8) Epoch 9, batch 12300, libri_loss[loss=0.185, simple_loss=0.2742, pruned_loss=0.04789, over 12457.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006238, over 32.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3029, pruned_loss=0.06862, over 2471786.66 frames. utt_duration=666.5 frames, utt_pad_proportion=0.05855, over 14867.07 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.294, pruned_loss=0.05825, over 2461143.15 frames. utt_duration=1292 frames, utt_pad_proportion=0.04483, over 7626.40 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3041, pruned_loss=0.07011, over 2472135.72 frames. utt_duration=617.4 frames, utt_pad_proportion=0.0608, over 16054.65 utterances.], batch size: 32, lr: 3.97e-04
2022-08-25 14:02:13,545 INFO [train.py:927] (7/8) Epoch 9, batch 12350, giga_loss[loss=0.2014, simple_loss=0.2871, pruned_loss=0.05783, over 12366.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03615, over 122.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3015, pruned_loss=0.06889, over 2471565.95 frames. utt_duration=637.9 frames, utt_pad_proportion=0.06096, over 15535.18 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.294, pruned_loss=0.05843, over 2461107.71 frames. utt_duration=1295 frames, utt_pad_proportion=0.044, over 7609.89 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3027, pruned_loss=0.07015, over 2472093.08 frames. utt_duration=595 frames, utt_pad_proportion=0.06301, over 16660.75 utterances.], batch size: 122, lr: 3.97e-04
2022-08-25 14:03:55,893 INFO [train.py:927] (7/8) Epoch 9, batch 12400, giga_loss[loss=0.1872, simple_loss=0.2771, pruned_loss=0.04864, over 12352.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02963, over 70.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2987, pruned_loss=0.06803, over 2472065.76 frames. utt_duration=636.5 frames, utt_pad_proportion=0.05705, over 15572.49 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2939, pruned_loss=0.05867, over 2461592.54 frames. utt_duration=1295 frames, utt_pad_proportion=0.0442, over 7612.91 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.2998, pruned_loss=0.0691, over 2472320.80 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05901, over 16676.17 utterances.], batch size: 70, lr: 3.97e-04
2022-08-25 14:05:40,314 INFO [train.py:927] (7/8) Epoch 9, batch 12450, giga_loss[loss=0.2033, simple_loss=0.2863, pruned_loss=0.06014, over 12314.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03648, over 51.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2954, pruned_loss=0.06644, over 2471934.08 frames. utt_duration=646.7 frames, utt_pad_proportion=0.05551, over 15324.78 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2941, pruned_loss=0.05896, over 2461683.37 frames. utt_duration=1286 frames, utt_pad_proportion=0.04766, over 7663.38 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2962, pruned_loss=0.06726, over 2472319.80 frames. utt_duration=605.4 frames, utt_pad_proportion=0.05595, over 16375.57 utterances.], batch size: 51, lr: 3.96e-04
2022-08-25 14:07:24,566 INFO [train.py:927] (7/8) Epoch 9, batch 12500, giga_loss[loss=0.1682, simple_loss=0.2549, pruned_loss=0.04075, over 12469.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03661, over 26.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2933, pruned_loss=0.06559, over 2471749.65 frames. utt_duration=627.2 frames, utt_pad_proportion=0.05862, over 15801.89 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2942, pruned_loss=0.05915, over 2461778.42 frames. utt_duration=1289 frames, utt_pad_proportion=0.04693, over 7651.18 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2938, pruned_loss=0.06618, over 2472159.56 frames. utt_duration=590.3 frames, utt_pad_proportion=0.0592, over 16795.48 utterances.], batch size: 26, lr: 3.96e-04
2022-08-25 14:09:06,674 INFO [train.py:927] (7/8) Epoch 9, batch 12550, giga_loss[loss=0.1876, simple_loss=0.2871, pruned_loss=0.0441, over 12472.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02973, over 75.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2938, pruned_loss=0.06475, over 2472713.52 frames. utt_duration=616.4 frames, utt_pad_proportion=0.05807, over 16083.92 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2945, pruned_loss=0.05933, over 2461784.60 frames. utt_duration=1286 frames, utt_pad_proportion=0.04708, over 7666.79 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.294, pruned_loss=0.06517, over 2473240.61 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05863, over 17024.79 utterances.], batch size: 75, lr: 3.96e-04
2022-08-25 14:10:49,330 INFO [train.py:927] (7/8) Epoch 9, batch 12600, giga_loss[loss=0.2292, simple_loss=0.3082, pruned_loss=0.07512, over 12340.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1957, over 365.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2956, pruned_loss=0.0652, over 2472950.60 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05993, over 16676.08 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2951, pruned_loss=0.05955, over 2462204.37 frames. utt_duration=1284 frames, utt_pad_proportion=0.04681, over 7679.35 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2953, pruned_loss=0.06544, over 2473176.73 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06046, over 17565.77 utterances.], batch size: 365, lr: 3.96e-04
2022-08-25 14:12:30,931 INFO [train.py:927] (7/8) Epoch 9, batch 12650, giga_loss[loss=0.1916, simple_loss=0.2789, pruned_loss=0.05209, over 12451.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03433, over 43.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2949, pruned_loss=0.06407, over 2472794.40 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05837, over 16840.13 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2948, pruned_loss=0.05966, over 2462286.17 frames. utt_duration=1291 frames, utt_pad_proportion=0.04551, over 7637.64 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2948, pruned_loss=0.06436, over 2473344.81 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05953, over 17927.74 utterances.], batch size: 43, lr: 3.96e-04
2022-08-25 14:14:14,889 INFO [train.py:927] (7/8) Epoch 9, batch 12700, giga_loss[loss=0.2076, simple_loss=0.29, pruned_loss=0.06259, over 12440.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.0298, over 80.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2941, pruned_loss=0.0636, over 2472725.89 frames. utt_duration=584 frames, utt_pad_proportion=0.05664, over 16979.67 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.294, pruned_loss=0.05962, over 2462052.22 frames. utt_duration=1300 frames, utt_pad_proportion=0.04455, over 7586.08 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2948, pruned_loss=0.06401, over 2473718.59 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05818, over 18195.01 utterances.], batch size: 80, lr: 3.96e-04
2022-08-25 14:15:58,965 INFO [train.py:927] (7/8) Epoch 9, batch 12750, giga_loss[loss=0.2297, simple_loss=0.3165, pruned_loss=0.07142, over 12468.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03124, over 86.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2945, pruned_loss=0.06383, over 2473093.80 frames. utt_duration=582.4 frames, utt_pad_proportion=0.06222, over 17028.38 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2942, pruned_loss=0.05971, over 2462087.96 frames. utt_duration=1299 frames, utt_pad_proportion=0.04439, over 7589.15 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.295, pruned_loss=0.06409, over 2473884.98 frames. utt_duration=550.8 frames, utt_pad_proportion=0.0632, over 18014.07 utterances.], batch size: 86, lr: 3.96e-04
2022-08-25 14:17:39,485 INFO [train.py:927] (7/8) Epoch 9, batch 12800, giga_loss[loss=0.2112, simple_loss=0.2975, pruned_loss=0.06249, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04168, over 31.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2969, pruned_loss=0.06492, over 2473571.60 frames. utt_duration=594.7 frames, utt_pad_proportion=0.06078, over 16679.68 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2945, pruned_loss=0.05999, over 2462381.95 frames. utt_duration=1297 frames, utt_pad_proportion=0.04419, over 7605.02 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2971, pruned_loss=0.06503, over 2474323.23 frames. utt_duration=559 frames, utt_pad_proportion=0.06193, over 17753.70 utterances.], batch size: 31, lr: 3.96e-04
2022-08-25 14:19:21,375 INFO [train.py:927] (7/8) Epoch 9, batch 12850, giga_loss[loss=0.2137, simple_loss=0.302, pruned_loss=0.06269, over 12322.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.0285, over 74.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2978, pruned_loss=0.06539, over 2473668.47 frames. utt_duration=605.2 frames, utt_pad_proportion=0.05768, over 16389.90 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2945, pruned_loss=0.06002, over 2462529.75 frames. utt_duration=1301 frames, utt_pad_proportion=0.0432, over 7582.20 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.298, pruned_loss=0.06558, over 2474446.94 frames. utt_duration=566.9 frames, utt_pad_proportion=0.05933, over 17506.59 utterances.], batch size: 74, lr: 3.96e-04
2022-08-25 14:21:04,583 INFO [train.py:927] (7/8) Epoch 9, batch 12900, libri_loss[loss=0.2308, simple_loss=0.3065, pruned_loss=0.07755, over 12378.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01026, over 38.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2977, pruned_loss=0.0656, over 2473879.74 frames. utt_duration=633.9 frames, utt_pad_proportion=0.05415, over 15646.45 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2947, pruned_loss=0.06027, over 2462742.60 frames. utt_duration=1299 frames, utt_pad_proportion=0.04285, over 7593.37 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2976, pruned_loss=0.06559, over 2474455.61 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05595, over 16630.58 utterances.], batch size: 38, lr: 3.96e-04
2022-08-25 14:22:45,778 INFO [train.py:927] (7/8) Epoch 9, batch 12950, giga_loss[loss=0.1979, simple_loss=0.2881, pruned_loss=0.05389, over 12433.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04115, over 146.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2951, pruned_loss=0.06396, over 2473147.08 frames. utt_duration=632.4 frames, utt_pad_proportion=0.05338, over 15681.14 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.295, pruned_loss=0.06031, over 2462351.54 frames. utt_duration=1302 frames, utt_pad_proportion=0.04242, over 7572.56 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2949, pruned_loss=0.06399, over 2474094.99 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05505, over 16585.04 utterances.], batch size: 146, lr: 3.96e-04
2022-08-25 14:24:32,921 INFO [train.py:927] (7/8) Epoch 9, batch 13000, giga_loss[loss=0.2146, simple_loss=0.3069, pruned_loss=0.06112, over 12380.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02638, over 66.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2954, pruned_loss=0.06345, over 2473440.74 frames. utt_duration=605.1 frames, utt_pad_proportion=0.05512, over 16392.01 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2955, pruned_loss=0.0607, over 2462601.41 frames. utt_duration=1296 frames, utt_pad_proportion=0.04277, over 7609.86 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2947, pruned_loss=0.06319, over 2474221.69 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05633, over 17279.31 utterances.], batch size: 66, lr: 3.96e-04
2022-08-25 14:26:13,811 INFO [train.py:927] (7/8) Epoch 9, batch 13050, giga_loss[loss=0.2278, simple_loss=0.3167, pruned_loss=0.06949, over 12455.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03508, over 86.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.297, pruned_loss=0.06422, over 2473895.17 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05627, over 17271.82 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2956, pruned_loss=0.06087, over 2462641.78 frames. utt_duration=1298 frames, utt_pad_proportion=0.04213, over 7599.79 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2964, pruned_loss=0.06392, over 2474640.16 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05744, over 18134.74 utterances.], batch size: 86, lr: 3.96e-04
2022-08-25 14:27:54,005 INFO [train.py:927] (7/8) Epoch 9, batch 13100, giga_loss[loss=0.233, simple_loss=0.2963, pruned_loss=0.08489, over 12467.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03708, over 31.00 utterances.], tot_loss[loss=0.213, simple_loss=0.296, pruned_loss=0.06496, over 2474928.49 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05383, over 17101.39 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2957, pruned_loss=0.06118, over 2463070.67 frames. utt_duration=1299 frames, utt_pad_proportion=0.04116, over 7595.91 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2955, pruned_loss=0.06454, over 2475499.19 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05542, over 18094.41 utterances.], batch size: 31, lr: 3.96e-04
2022-08-25 14:29:33,472 INFO [train.py:927] (7/8) Epoch 9, batch 13150, giga_loss[loss=0.215, simple_loss=0.2876, pruned_loss=0.07116, over 12411.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03406, over 75.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2938, pruned_loss=0.06527, over 2474737.63 frames. utt_duration=596.3 frames, utt_pad_proportion=0.05432, over 16642.72 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2959, pruned_loss=0.06198, over 2463500.48 frames. utt_duration=1301 frames, utt_pad_proportion=0.04027, over 7584.07 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2931, pruned_loss=0.06442, over 2475367.44 frames. utt_duration=555.7 frames, utt_pad_proportion=0.05615, over 17867.44 utterances.], batch size: 75, lr: 3.96e-04
2022-08-25 14:31:14,005 INFO [train.py:927] (7/8) Epoch 9, batch 13200, giga_loss[loss=0.2264, simple_loss=0.2943, pruned_loss=0.0792, over 12346.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1975, over 366.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2915, pruned_loss=0.06454, over 2474363.29 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05815, over 17491.88 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2956, pruned_loss=0.06212, over 2463108.32 frames. utt_duration=1306 frames, utt_pad_proportion=0.03976, over 7553.63 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2912, pruned_loss=0.06378, over 2475420.18 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05958, over 18662.56 utterances.], batch size: 366, lr: 3.96e-04
2022-08-25 14:32:55,002 INFO [train.py:927] (7/8) Epoch 9, batch 13250, giga_loss[loss=0.1796, simple_loss=0.2633, pruned_loss=0.04795, over 12443.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03517, over 98.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2877, pruned_loss=0.06288, over 2475020.43 frames. utt_duration=575.9 frames, utt_pad_proportion=0.055, over 17235.77 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2956, pruned_loss=0.06219, over 2463242.26 frames. utt_duration=1304 frames, utt_pad_proportion=0.04024, over 7567.43 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2874, pruned_loss=0.06223, over 2475881.42 frames. utt_duration=543.5 frames, utt_pad_proportion=0.05624, over 18272.96 utterances.], batch size: 98, lr: 3.96e-04
2022-08-25 14:34:36,680 INFO [train.py:927] (7/8) Epoch 9, batch 13300, giga_loss[loss=0.2305, simple_loss=0.3134, pruned_loss=0.07376, over 12378.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07506, over 212.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2877, pruned_loss=0.06287, over 2474457.01 frames. utt_duration=574.7 frames, utt_pad_proportion=0.0576, over 17267.57 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2963, pruned_loss=0.06291, over 2463130.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.03936, over 7564.04 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2864, pruned_loss=0.06168, over 2475811.93 frames. utt_duration=535 frames, utt_pad_proportion=0.05913, over 18562.23 utterances.], batch size: 212, lr: 3.96e-04
2022-08-25 14:36:15,888 INFO [train.py:927] (7/8) Epoch 9, batch 13350, giga_loss[loss=0.2206, simple_loss=0.3102, pruned_loss=0.0655, over 12434.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04777, over 147.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2894, pruned_loss=0.06319, over 2474118.76 frames. utt_duration=592 frames, utt_pad_proportion=0.05595, over 16758.89 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2968, pruned_loss=0.06324, over 2463507.08 frames. utt_duration=1293 frames, utt_pad_proportion=0.04347, over 7631.60 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2877, pruned_loss=0.06193, over 2475211.03 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05617, over 18043.04 utterances.], batch size: 147, lr: 3.96e-04
2022-08-25 14:37:57,472 INFO [train.py:927] (7/8) Epoch 9, batch 13400, giga_loss[loss=0.2206, simple_loss=0.2984, pruned_loss=0.07141, over 12452.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03516, over 40.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2929, pruned_loss=0.06479, over 2474319.17 frames. utt_duration=565.7 frames, utt_pad_proportion=0.05966, over 17542.27 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.297, pruned_loss=0.06364, over 2463582.11 frames. utt_duration=1292 frames, utt_pad_proportion=0.0437, over 7634.86 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2912, pruned_loss=0.06345, over 2475354.17 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05966, over 18776.46 utterances.], batch size: 40, lr: 3.96e-04
2022-08-25 14:39:41,857 INFO [train.py:927] (7/8) Epoch 9, batch 13450, giga_loss[loss=0.2738, simple_loss=0.3469, pruned_loss=0.1004, over 12365.00 frames. utt_duration=233.7 frames, utt_pad_proportion=0.07976, over 213.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2962, pruned_loss=0.06646, over 2474791.53 frames. utt_duration=567.9 frames, utt_pad_proportion=0.0583, over 17478.80 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2976, pruned_loss=0.06404, over 2463978.42 frames. utt_duration=1294 frames, utt_pad_proportion=0.04274, over 7623.92 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2942, pruned_loss=0.06505, over 2475549.73 frames. utt_duration=529.3 frames, utt_pad_proportion=0.05893, over 18761.71 utterances.], batch size: 213, lr: 3.96e-04
2022-08-25 14:41:30,639 INFO [train.py:927] (7/8) Epoch 9, batch 13500, giga_loss[loss=0.2226, simple_loss=0.3045, pruned_loss=0.07037, over 12326.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03406, over 62.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3018, pruned_loss=0.07039, over 2474766.67 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06023, over 17903.19 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2977, pruned_loss=0.06437, over 2463965.07 frames. utt_duration=1295 frames, utt_pad_proportion=0.04243, over 7619.62 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3001, pruned_loss=0.06903, over 2475522.44 frames. utt_duration=521 frames, utt_pad_proportion=0.06082, over 19059.63 utterances.], batch size: 62, lr: 3.96e-04
2022-08-25 14:43:13,965 INFO [train.py:927] (7/8) Epoch 9, batch 13550, giga_loss[loss=0.2768, simple_loss=0.3528, pruned_loss=0.1005, over 12378.00 frames. utt_duration=620.2 frames, utt_pad_proportion=0.03096, over 80.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3087, pruned_loss=0.07536, over 2474223.91 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06058, over 18060.24 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2981, pruned_loss=0.06489, over 2463639.32 frames. utt_duration=1296 frames, utt_pad_proportion=0.04125, over 7614.06 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3073, pruned_loss=0.07411, over 2475564.61 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06171, over 19422.47 utterances.], batch size: 80, lr: 3.96e-04
2022-08-25 14:44:58,573 INFO [train.py:927] (7/8) Epoch 9, batch 13600, giga_loss[loss=0.2358, simple_loss=0.303, pruned_loss=0.08432, over 12381.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.036, over 34.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3152, pruned_loss=0.08019, over 2473378.87 frames. utt_duration=546.9 frames, utt_pad_proportion=0.0612, over 18141.27 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2977, pruned_loss=0.0649, over 2463435.58 frames. utt_duration=1300 frames, utt_pad_proportion=0.04071, over 7585.94 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3146, pruned_loss=0.07942, over 2474789.44 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06233, over 19432.41 utterances.], batch size: 34, lr: 3.95e-04
2022-08-25 14:46:43,271 INFO [train.py:927] (7/8) Epoch 9, batch 13650, libri_loss[loss=0.2234, simple_loss=0.2923, pruned_loss=0.07723, over 12332.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006957, over 33.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3191, pruned_loss=0.0836, over 2473221.94 frames. utt_duration=532 frames, utt_pad_proportion=0.06552, over 18647.08 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.298, pruned_loss=0.0652, over 2463511.27 frames. utt_duration=1301 frames, utt_pad_proportion=0.04008, over 7580.22 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3187, pruned_loss=0.08301, over 2474469.47 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06655, over 19880.44 utterances.], batch size: 33, lr: 3.95e-04
2022-08-25 14:48:33,276 INFO [train.py:927] (7/8) Epoch 9, batch 13700, giga_loss[loss=0.3076, simple_loss=0.3658, pruned_loss=0.1247, over 12407.00 frames. utt_duration=271.2 frames, utt_pad_proportion=0.06819, over 184.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3265, pruned_loss=0.09038, over 2473934.17 frames. utt_duration=479.8 frames, utt_pad_proportion=0.075, over 20686.26 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2982, pruned_loss=0.06534, over 2463686.34 frames. utt_duration=1301 frames, utt_pad_proportion=0.0398, over 7581.43 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3263, pruned_loss=0.08995, over 2474853.90 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07543, over 21745.81 utterances.], batch size: 184, lr: 3.95e-04
2022-08-25 14:50:22,710 INFO [train.py:927] (7/8) Epoch 9, batch 13750, giga_loss[loss=0.253, simple_loss=0.3232, pruned_loss=0.0914, over 12406.00 frames. utt_duration=857.1 frames, utt_pad_proportion=0.02825, over 58.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3273, pruned_loss=0.09178, over 2473982.11 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0786, over 20918.64 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2978, pruned_loss=0.06518, over 2463689.28 frames. utt_duration=1306 frames, utt_pad_proportion=0.03915, over 7556.31 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3282, pruned_loss=0.09229, over 2474964.35 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07927, over 22149.12 utterances.], batch size: 58, lr: 3.95e-04
2022-08-25 14:52:09,144 INFO [train.py:927] (7/8) Epoch 9, batch 13800, giga_loss[loss=0.3188, simple_loss=0.3532, pruned_loss=0.1422, over 12364.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2118, over 373.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3283, pruned_loss=0.09316, over 2473295.21 frames. utt_duration=455.7 frames, utt_pad_proportion=0.08841, over 21776.63 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2979, pruned_loss=0.06554, over 2464107.51 frames. utt_duration=1301 frames, utt_pad_proportion=0.03972, over 7582.30 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3295, pruned_loss=0.09382, over 2473935.03 frames. utt_duration=431.2 frames, utt_pad_proportion=0.08862, over 23027.21 utterances.], batch size: 373, lr: 3.95e-04
2022-08-25 14:53:57,027 INFO [train.py:927] (7/8) Epoch 9, batch 13850, giga_loss[loss=0.2658, simple_loss=0.3387, pruned_loss=0.09643, over 12453.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03718, over 123.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3304, pruned_loss=0.09353, over 2473189.60 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08478, over 22212.96 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2981, pruned_loss=0.06567, over 2463948.58 frames. utt_duration=1302 frames, utt_pad_proportion=0.03941, over 7576.49 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3315, pruned_loss=0.09418, over 2473915.57 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08532, over 23328.71 utterances.], batch size: 123, lr: 3.95e-04
2022-08-25 14:55:44,807 INFO [train.py:927] (7/8) Epoch 9, batch 13900, giga_loss[loss=0.3037, simple_loss=0.3602, pruned_loss=0.1236, over 12365.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3306, pruned_loss=0.09289, over 2473634.04 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08919, over 22839.88 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2993, pruned_loss=0.06622, over 2464252.88 frames. utt_duration=1294 frames, utt_pad_proportion=0.04344, over 7625.66 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3312, pruned_loss=0.09353, over 2474149.76 frames. utt_duration=413.2 frames, utt_pad_proportion=0.08869, over 24033.70 utterances.], batch size: 257, lr: 3.95e-04
2022-08-25 14:57:32,252 INFO [train.py:927] (7/8) Epoch 9, batch 13950, giga_loss[loss=0.236, simple_loss=0.3119, pruned_loss=0.08, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02966, over 91.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3283, pruned_loss=0.09003, over 2473846.95 frames. utt_duration=445.5 frames, utt_pad_proportion=0.08229, over 22286.61 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2991, pruned_loss=0.06632, over 2464275.41 frames. utt_duration=1296 frames, utt_pad_proportion=0.04275, over 7613.03 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3295, pruned_loss=0.091, over 2474473.34 frames. utt_duration=421.2 frames, utt_pad_proportion=0.08268, over 23578.90 utterances.], batch size: 91, lr: 3.95e-04
2022-08-25 14:59:17,197 INFO [train.py:927] (7/8) Epoch 9, batch 14000, giga_loss[loss=0.2423, simple_loss=0.3184, pruned_loss=0.08308, over 12461.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02829, over 80.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3255, pruned_loss=0.08805, over 2474009.33 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07787, over 21882.50 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2992, pruned_loss=0.06666, over 2464157.97 frames. utt_duration=1298 frames, utt_pad_proportion=0.042, over 7600.95 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3271, pruned_loss=0.08902, over 2474825.80 frames. utt_duration=427 frames, utt_pad_proportion=0.07892, over 23262.98 utterances.], batch size: 80, lr: 3.95e-04
2022-08-25 15:01:04,291 INFO [train.py:927] (7/8) Epoch 9, batch 14050, giga_loss[loss=0.3007, simple_loss=0.3517, pruned_loss=0.1249, over 12409.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3244, pruned_loss=0.08732, over 2473726.33 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07264, over 21081.88 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.299, pruned_loss=0.06679, over 2464107.99 frames. utt_duration=1300 frames, utt_pad_proportion=0.04129, over 7592.90 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3263, pruned_loss=0.08846, over 2474639.39 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07425, over 22497.32 utterances.], batch size: 258, lr: 3.95e-04
2022-08-25 15:02:57,837 INFO [train.py:927] (7/8) Epoch 9, batch 14100, giga_loss[loss=0.2126, simple_loss=0.306, pruned_loss=0.05958, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04087, over 28.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3231, pruned_loss=0.0848, over 2473846.90 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06914, over 20178.00 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2987, pruned_loss=0.06679, over 2464248.34 frames. utt_duration=1299 frames, utt_pad_proportion=0.04157, over 7598.13 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3255, pruned_loss=0.08615, over 2474648.31 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07084, over 21606.40 utterances.], batch size: 28, lr: 3.95e-04
2022-08-25 15:04:44,053 INFO [train.py:927] (7/8) Epoch 9, batch 14150, giga_loss[loss=0.2548, simple_loss=0.3455, pruned_loss=0.08206, over 12409.00 frames. utt_duration=974.5 frames, utt_pad_proportion=0.02745, over 51.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.324, pruned_loss=0.0843, over 2474440.40 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06774, over 20002.00 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2988, pruned_loss=0.06682, over 2464271.09 frames. utt_duration=1300 frames, utt_pad_proportion=0.04142, over 7593.14 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.326, pruned_loss=0.0854, over 2475091.23 frames. utt_duration=468.9 frames, utt_pad_proportion=0.06924, over 21178.86 utterances.], batch size: 51, lr: 3.95e-04
2022-08-25 15:06:31,014 INFO [train.py:927] (7/8) Epoch 9, batch 14200, giga_loss[loss=0.2306, simple_loss=0.3026, pruned_loss=0.07929, over 12485.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03511, over 43.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3226, pruned_loss=0.08347, over 2474844.71 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06917, over 20004.32 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2989, pruned_loss=0.06687, over 2464586.01 frames. utt_duration=1298 frames, utt_pad_proportion=0.04135, over 7601.78 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3248, pruned_loss=0.08484, over 2475411.68 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07058, over 21331.53 utterances.], batch size: 43, lr: 3.95e-04
2022-08-25 15:08:17,682 INFO [train.py:927] (7/8) Epoch 9, batch 14250, giga_loss[loss=0.303, simple_loss=0.352, pruned_loss=0.127, over 12400.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3204, pruned_loss=0.08325, over 2474392.37 frames. utt_duration=497 frames, utt_pad_proportion=0.06972, over 19974.10 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2988, pruned_loss=0.06693, over 2464472.09 frames. utt_duration=1302 frames, utt_pad_proportion=0.04064, over 7580.84 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3228, pruned_loss=0.08465, over 2475180.21 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07118, over 21315.48 utterances.], batch size: 258, lr: 3.95e-04
2022-08-25 15:10:07,738 INFO [train.py:927] (7/8) Epoch 9, batch 14300, giga_loss[loss=0.2076, simple_loss=0.2938, pruned_loss=0.06067, over 12315.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03644, over 51.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3202, pruned_loss=0.08289, over 2473819.75 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07362, over 20201.39 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2987, pruned_loss=0.06705, over 2464828.97 frames. utt_duration=1306 frames, utt_pad_proportion=0.03987, over 7560.51 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3226, pruned_loss=0.08424, over 2474358.67 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07494, over 21545.57 utterances.], batch size: 51, lr: 3.95e-04
2022-08-25 15:11:55,575 INFO [train.py:927] (7/8) Epoch 9, batch 14350, giga_loss[loss=0.2596, simple_loss=0.3149, pruned_loss=0.1021, over 12182.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0309, over 39.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3195, pruned_loss=0.0821, over 2474001.16 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07438, over 19979.91 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2989, pruned_loss=0.06724, over 2465032.85 frames. utt_duration=1306 frames, utt_pad_proportion=0.03925, over 7559.54 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3218, pruned_loss=0.08335, over 2474451.62 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07589, over 21340.35 utterances.], batch size: 39, lr: 3.95e-04
2022-08-25 15:13:43,139 INFO [train.py:927] (7/8) Epoch 9, batch 14400, giga_loss[loss=0.2533, simple_loss=0.3254, pruned_loss=0.09064, over 12350.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04193, over 113.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3184, pruned_loss=0.08183, over 2474355.65 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06909, over 19277.55 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2994, pruned_loss=0.06763, over 2465232.06 frames. utt_duration=1301 frames, utt_pad_proportion=0.03948, over 7588.39 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3202, pruned_loss=0.08278, over 2474727.63 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07085, over 20606.15 utterances.], batch size: 113, lr: 3.95e-04
2022-08-25 15:15:30,805 INFO [train.py:927] (7/8) Epoch 9, batch 14450, giga_loss[loss=0.2897, simple_loss=0.3414, pruned_loss=0.119, over 12354.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3172, pruned_loss=0.08193, over 2474391.23 frames. utt_duration=523.1 frames, utt_pad_proportion=0.0701, over 18971.66 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2999, pruned_loss=0.06831, over 2465365.09 frames. utt_duration=1287 frames, utt_pad_proportion=0.04427, over 7670.92 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3187, pruned_loss=0.08254, over 2474851.75 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07048, over 20319.34 utterances.], batch size: 258, lr: 3.95e-04
2022-08-25 15:17:16,039 INFO [train.py:927] (7/8) Epoch 9, batch 14500, giga_loss[loss=0.2824, simple_loss=0.3437, pruned_loss=0.1106, over 12396.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3148, pruned_loss=0.0811, over 2473851.03 frames. utt_duration=510.5 frames, utt_pad_proportion=0.07387, over 19439.06 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2996, pruned_loss=0.06833, over 2465432.33 frames. utt_duration=1282 frames, utt_pad_proportion=0.04782, over 7701.03 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.317, pruned_loss=0.08204, over 2474457.55 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0732, over 20902.68 utterances.], batch size: 257, lr: 3.95e-04
2022-08-25 15:19:02,061 INFO [train.py:927] (7/8) Epoch 9, batch 14550, giga_loss[loss=0.2785, simple_loss=0.3425, pruned_loss=0.1072, over 12430.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04181, over 146.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3155, pruned_loss=0.08157, over 2473897.16 frames. utt_duration=509 frames, utt_pad_proportion=0.07232, over 19497.63 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2996, pruned_loss=0.06844, over 2465200.05 frames. utt_duration=1273 frames, utt_pad_proportion=0.05095, over 7755.13 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3177, pruned_loss=0.0826, over 2474840.91 frames. utt_duration=473 frames, utt_pad_proportion=0.07113, over 20993.90 utterances.], batch size: 146, lr: 3.95e-04
2022-08-25 15:20:48,107 INFO [train.py:927] (7/8) Epoch 9, batch 14600, libri_loss[loss=0.1895, simple_loss=0.2707, pruned_loss=0.05416, over 12422.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.00689, over 30.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3151, pruned_loss=0.08049, over 2474102.31 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06915, over 19353.93 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2995, pruned_loss=0.06832, over 2465558.06 frames. utt_duration=1275 frames, utt_pad_proportion=0.05005, over 7743.35 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3172, pruned_loss=0.08173, over 2474719.51 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06886, over 20838.09 utterances.], batch size: 30, lr: 3.95e-04
2022-08-25 15:22:34,707 INFO [train.py:927] (7/8) Epoch 9, batch 14650, giga_loss[loss=0.2586, simple_loss=0.328, pruned_loss=0.09453, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02745, over 45.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3158, pruned_loss=0.08119, over 2474201.05 frames. utt_duration=502.1 frames, utt_pad_proportion=0.0701, over 19767.64 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2995, pruned_loss=0.06845, over 2465262.20 frames. utt_duration=1277 frames, utt_pad_proportion=0.0496, over 7729.79 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3178, pruned_loss=0.08233, over 2475136.51 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07007, over 21211.14 utterances.], batch size: 45, lr: 3.95e-04
2022-08-25 15:24:19,992 INFO [train.py:927] (7/8) Epoch 9, batch 14700, giga_loss[loss=0.2515, simple_loss=0.3246, pruned_loss=0.08923, over 12432.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03765, over 133.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3186, pruned_loss=0.0843, over 2474321.47 frames. utt_duration=481.8 frames, utt_pad_proportion=0.0728, over 20602.83 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2995, pruned_loss=0.06854, over 2465031.84 frames. utt_duration=1285 frames, utt_pad_proportion=0.04816, over 7683.34 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.321, pruned_loss=0.0857, over 2475621.94 frames. utt_duration=445.8 frames, utt_pad_proportion=0.0733, over 22284.75 utterances.], batch size: 133, lr: 3.95e-04
2022-08-25 15:26:05,709 INFO [train.py:927] (7/8) Epoch 9, batch 14750, libri_loss[loss=0.2628, simple_loss=0.3365, pruned_loss=0.09453, over 12279.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00829, over 37.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3199, pruned_loss=0.08619, over 2474764.22 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07589, over 20504.60 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2999, pruned_loss=0.06901, over 2465138.84 frames. utt_duration=1273 frames, utt_pad_proportion=0.05281, over 7754.45 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3218, pruned_loss=0.08717, over 2475887.50 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07495, over 22007.15 utterances.], batch size: 37, lr: 3.94e-04
2022-08-25 15:27:53,466 INFO [train.py:927] (7/8) Epoch 9, batch 14800, giga_loss[loss=0.2294, simple_loss=0.3122, pruned_loss=0.07333, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02864, over 45.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3184, pruned_loss=0.08523, over 2474691.37 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07477, over 20528.07 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3, pruned_loss=0.06914, over 2465306.73 frames. utt_duration=1274 frames, utt_pad_proportion=0.05218, over 7751.18 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.32, pruned_loss=0.08612, over 2475542.18 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07437, over 21887.31 utterances.], batch size: 45, lr: 3.94e-04
2022-08-25 15:29:36,452 INFO [train.py:927] (7/8) Epoch 9, batch 14850, giga_loss[loss=0.2234, simple_loss=0.3018, pruned_loss=0.07249, over 12348.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03079, over 85.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3168, pruned_loss=0.0828, over 2473445.46 frames. utt_duration=507.2 frames, utt_pad_proportion=0.07125, over 19562.18 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3003, pruned_loss=0.06934, over 2465292.85 frames. utt_duration=1279 frames, utt_pad_proportion=0.05041, over 7718.99 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3187, pruned_loss=0.08396, over 2474538.37 frames. utt_duration=468 frames, utt_pad_proportion=0.07201, over 21215.99 utterances.], batch size: 85, lr: 3.94e-04
2022-08-25 15:31:22,924 INFO [train.py:927] (7/8) Epoch 9, batch 14900, giga_loss[loss=0.2304, simple_loss=0.3054, pruned_loss=0.07771, over 12459.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03707, over 40.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3144, pruned_loss=0.08158, over 2474279.22 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06871, over 19610.55 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3003, pruned_loss=0.0695, over 2465551.25 frames. utt_duration=1274 frames, utt_pad_proportion=0.05094, over 7750.85 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3162, pruned_loss=0.08271, over 2475137.20 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06956, over 21237.71 utterances.], batch size: 40, lr: 3.94e-04
2022-08-25 15:33:07,775 INFO [train.py:927] (7/8) Epoch 9, batch 14950, giga_loss[loss=0.2761, simple_loss=0.341, pruned_loss=0.1057, over 12371.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06648, over 211.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.315, pruned_loss=0.08235, over 2474397.89 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06774, over 19753.60 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3, pruned_loss=0.0694, over 2465171.96 frames. utt_duration=1280 frames, utt_pad_proportion=0.04967, over 7711.00 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3172, pruned_loss=0.08378, over 2475757.04 frames. utt_duration=462 frames, utt_pad_proportion=0.06912, over 21504.42 utterances.], batch size: 211, lr: 3.94e-04
2022-08-25 15:35:02,863 INFO [train.py:927] (7/8) Epoch 9, batch 15000, giga_loss[loss=0.2294, simple_loss=0.3229, pruned_loss=0.06791, over 12410.00 frames. utt_duration=753.6 frames, utt_pad_proportion=0.02387, over 66.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3181, pruned_loss=0.08239, over 2473672.23 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06634, over 19281.50 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2997, pruned_loss=0.06939, over 2465227.36 frames. utt_duration=1284 frames, utt_pad_proportion=0.04879, over 7688.90 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3206, pruned_loss=0.08387, over 2474944.01 frames. utt_duration=472.8 frames, utt_pad_proportion=0.06798, over 21004.71 utterances.], batch size: 66, lr: 3.94e-04
2022-08-25 15:35:02,865 INFO [train.py:958] (7/8) Computing validation loss
2022-08-25 15:35:17,852 INFO [train.py:967] (7/8) Epoch 9, validation: loss=0.1777, simple_loss=0.2884, pruned_loss=0.03352, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 15:37:03,641 INFO [train.py:927] (7/8) Epoch 9, batch 15050, giga_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08201, over 12412.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06294, over 183.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.321, pruned_loss=0.08402, over 2473768.05 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06901, over 19989.18 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2998, pruned_loss=0.0695, over 2465163.89 frames. utt_duration=1286 frames, utt_pad_proportion=0.04846, over 7679.01 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.323, pruned_loss=0.08522, over 2474911.13 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07027, over 21464.22 utterances.], batch size: 183, lr: 3.94e-04
2022-08-25 15:38:50,198 INFO [train.py:927] (7/8) Epoch 9, batch 15100, giga_loss[loss=0.2093, simple_loss=0.2782, pruned_loss=0.07023, over 12407.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04153, over 37.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3228, pruned_loss=0.0855, over 2473767.10 frames. utt_duration=507.4 frames, utt_pad_proportion=0.0655, over 19557.94 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2999, pruned_loss=0.06948, over 2465153.01 frames. utt_duration=1289 frames, utt_pad_proportion=0.04794, over 7657.94 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3246, pruned_loss=0.08666, over 2474822.11 frames. utt_duration=475.1 frames, utt_pad_proportion=0.06697, over 20901.00 utterances.], batch size: 37, lr: 3.94e-04
2022-08-25 15:40:35,613 INFO [train.py:927] (7/8) Epoch 9, batch 15150, giga_loss[loss=0.2187, simple_loss=0.3035, pruned_loss=0.06692, over 12383.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02595, over 66.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3215, pruned_loss=0.08489, over 2473914.58 frames. utt_duration=521.5 frames, utt_pad_proportion=0.0603, over 19029.61 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3001, pruned_loss=0.06965, over 2465028.75 frames. utt_duration=1291 frames, utt_pad_proportion=0.04743, over 7647.07 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3231, pruned_loss=0.08587, over 2474966.98 frames. utt_duration=490.4 frames, utt_pad_proportion=0.06204, over 20248.15 utterances.], batch size: 66, lr: 3.94e-04
2022-08-25 15:42:18,451 INFO [train.py:927] (7/8) Epoch 9, batch 15200, giga_loss[loss=0.2138, simple_loss=0.2917, pruned_loss=0.06795, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03121, over 45.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3206, pruned_loss=0.08539, over 2474409.59 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06106, over 19429.67 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3, pruned_loss=0.06969, over 2465183.03 frames. utt_duration=1291 frames, utt_pad_proportion=0.04701, over 7645.13 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3223, pruned_loss=0.0864, over 2475267.48 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06259, over 20596.77 utterances.], batch size: 45, lr: 3.94e-04
2022-08-25 15:44:05,587 INFO [train.py:927] (7/8) Epoch 9, batch 15250, libri_loss[loss=0.1705, simple_loss=0.2506, pruned_loss=0.04524, over 12223.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008889, over 29.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3188, pruned_loss=0.08509, over 2474166.21 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06281, over 19511.22 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2997, pruned_loss=0.0698, over 2465342.23 frames. utt_duration=1289 frames, utt_pad_proportion=0.04721, over 7656.63 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3211, pruned_loss=0.08624, over 2474949.24 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06404, over 20776.84 utterances.], batch size: 29, lr: 3.94e-04
2022-08-25 15:45:52,099 INFO [train.py:927] (7/8) Epoch 9, batch 15300, libri_loss[loss=0.2387, simple_loss=0.3157, pruned_loss=0.08085, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01298, over 40.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3176, pruned_loss=0.08435, over 2474445.37 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06576, over 19418.97 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2995, pruned_loss=0.06982, over 2465486.64 frames. utt_duration=1291 frames, utt_pad_proportion=0.04647, over 7646.45 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3199, pruned_loss=0.08558, over 2475115.13 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06701, over 20714.14 utterances.], batch size: 40, lr: 3.94e-04
2022-08-25 15:47:38,747 INFO [train.py:927] (7/8) Epoch 9, batch 15350, giga_loss[loss=0.2058, simple_loss=0.2868, pruned_loss=0.06242, over 12451.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03462, over 105.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3187, pruned_loss=0.0844, over 2474725.73 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07152, over 20214.56 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2994, pruned_loss=0.06978, over 2465562.84 frames. utt_duration=1286 frames, utt_pad_proportion=0.0471, over 7678.42 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3209, pruned_loss=0.08559, over 2475314.49 frames. utt_duration=464.9 frames, utt_pad_proportion=0.0721, over 21367.76 utterances.], batch size: 105, lr: 3.94e-04
2022-08-25 15:49:25,980 INFO [train.py:927] (7/8) Epoch 9, batch 15400, giga_loss[loss=0.2314, simple_loss=0.3223, pruned_loss=0.07029, over 12426.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03118, over 80.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3194, pruned_loss=0.08484, over 2475119.79 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07452, over 20714.76 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3, pruned_loss=0.0702, over 2465611.01 frames. utt_duration=1269 frames, utt_pad_proportion=0.05233, over 7782.64 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.321, pruned_loss=0.08567, over 2475696.19 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07344, over 21750.89 utterances.], batch size: 80, lr: 3.94e-04
2022-08-25 15:51:12,100 INFO [train.py:927] (7/8) Epoch 9, batch 15450, giga_loss[loss=0.245, simple_loss=0.3244, pruned_loss=0.08279, over 12385.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05171, over 161.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3224, pruned_loss=0.08549, over 2474110.23 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07716, over 21298.63 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3002, pruned_loss=0.0703, over 2465889.00 frames. utt_duration=1269 frames, utt_pad_proportion=0.05173, over 7782.89 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3238, pruned_loss=0.08626, over 2474431.34 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07651, over 22301.60 utterances.], batch size: 161, lr: 3.94e-04
2022-08-25 15:52:58,199 INFO [train.py:927] (7/8) Epoch 9, batch 15500, giga_loss[loss=0.242, simple_loss=0.3254, pruned_loss=0.07929, over 12368.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02836, over 70.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3254, pruned_loss=0.088, over 2473799.82 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0743, over 20899.64 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3003, pruned_loss=0.07038, over 2465854.37 frames. utt_duration=1271 frames, utt_pad_proportion=0.05063, over 7766.71 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3271, pruned_loss=0.08895, over 2474274.77 frames. utt_duration=450 frames, utt_pad_proportion=0.07447, over 22064.11 utterances.], batch size: 70, lr: 3.94e-04
2022-08-25 15:54:44,348 INFO [train.py:927] (7/8) Epoch 9, batch 15550, giga_loss[loss=0.2346, simple_loss=0.3084, pruned_loss=0.08043, over 12371.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04089, over 113.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3261, pruned_loss=0.08897, over 2474530.64 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07595, over 21469.12 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3005, pruned_loss=0.07058, over 2465893.13 frames. utt_duration=1269 frames, utt_pad_proportion=0.05033, over 7784.40 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3277, pruned_loss=0.08998, over 2475054.92 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07631, over 22687.94 utterances.], batch size: 113, lr: 3.94e-04
2022-08-25 15:56:28,920 INFO [train.py:927] (7/8) Epoch 9, batch 15600, giga_loss[loss=0.2585, simple_loss=0.3206, pruned_loss=0.09816, over 12348.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1948, over 367.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3248, pruned_loss=0.08781, over 2474545.66 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07647, over 21927.49 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3011, pruned_loss=0.07102, over 2466203.73 frames. utt_duration=1262 frames, utt_pad_proportion=0.05017, over 7823.23 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3265, pruned_loss=0.08888, over 2475002.84 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07708, over 23372.45 utterances.], batch size: 367, lr: 3.94e-04
2022-08-25 15:58:14,166 INFO [train.py:927] (7/8) Epoch 9, batch 15650, giga_loss[loss=0.2742, simple_loss=0.3447, pruned_loss=0.1018, over 12382.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05251, over 161.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3264, pruned_loss=0.08783, over 2474072.41 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07597, over 21675.21 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3017, pruned_loss=0.07162, over 2466266.56 frames. utt_duration=1248 frames, utt_pad_proportion=0.05537, over 7915.56 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3277, pruned_loss=0.08845, over 2474553.48 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07504, over 23053.02 utterances.], batch size: 161, lr: 3.94e-04
2022-08-25 15:59:59,038 INFO [train.py:927] (7/8) Epoch 9, batch 15700, giga_loss[loss=0.2192, simple_loss=0.3021, pruned_loss=0.06818, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03118, over 42.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3252, pruned_loss=0.08686, over 2474003.40 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07601, over 21245.67 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3019, pruned_loss=0.07189, over 2466291.22 frames. utt_duration=1247 frames, utt_pad_proportion=0.05522, over 7919.28 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3267, pruned_loss=0.08746, over 2474547.84 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07549, over 22652.86 utterances.], batch size: 42, lr: 3.94e-04
2022-08-25 16:01:45,421 INFO [train.py:927] (7/8) Epoch 9, batch 15750, giga_loss[loss=0.2705, simple_loss=0.3333, pruned_loss=0.1038, over 12401.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03103, over 122.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3232, pruned_loss=0.08568, over 2474319.19 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07187, over 20653.96 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3019, pruned_loss=0.0718, over 2466301.37 frames. utt_duration=1252 frames, utt_pad_proportion=0.05446, over 7888.18 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3247, pruned_loss=0.0865, over 2474915.97 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07203, over 22024.62 utterances.], batch size: 122, lr: 3.94e-04
2022-08-25 16:03:32,487 INFO [train.py:927] (7/8) Epoch 9, batch 15800, giga_loss[loss=0.2364, simple_loss=0.3131, pruned_loss=0.07985, over 12239.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02827, over 42.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3211, pruned_loss=0.08549, over 2474994.51 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07464, over 21139.70 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.302, pruned_loss=0.07201, over 2466401.44 frames. utt_duration=1254 frames, utt_pad_proportion=0.05383, over 7873.92 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3224, pruned_loss=0.08612, over 2475505.20 frames. utt_duration=443.3 frames, utt_pad_proportion=0.0749, over 22412.78 utterances.], batch size: 42, lr: 3.94e-04
2022-08-25 16:05:13,815 INFO [train.py:927] (7/8) Epoch 9, batch 15850, giga_loss[loss=0.216, simple_loss=0.2974, pruned_loss=0.06728, over 12332.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03082, over 48.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3198, pruned_loss=0.08483, over 2475289.88 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07763, over 21441.76 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3022, pruned_loss=0.07205, over 2466801.30 frames. utt_duration=1256 frames, utt_pad_proportion=0.05301, over 7867.47 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.321, pruned_loss=0.08552, over 2475499.86 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07805, over 22689.60 utterances.], batch size: 48, lr: 3.94e-04
2022-08-25 16:06:55,329 INFO [train.py:927] (7/8) Epoch 9, batch 15900, giga_loss[loss=0.2353, simple_loss=0.3191, pruned_loss=0.0757, over 12485.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04282, over 34.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3165, pruned_loss=0.08193, over 2475222.81 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08289, over 22036.22 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.302, pruned_loss=0.07195, over 2466986.45 frames. utt_duration=1256 frames, utt_pad_proportion=0.05297, over 7868.52 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.318, pruned_loss=0.08282, over 2475421.49 frames. utt_duration=425.7 frames, utt_pad_proportion=0.08316, over 23340.51 utterances.], batch size: 34, lr: 3.93e-04
2022-08-25 16:08:44,414 INFO [train.py:927] (7/8) Epoch 9, batch 15950, giga_loss[loss=0.2064, simple_loss=0.2897, pruned_loss=0.06155, over 12368.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03105, over 62.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.314, pruned_loss=0.08062, over 2475486.60 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07834, over 21441.89 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3019, pruned_loss=0.07185, over 2466786.12 frames. utt_duration=1257 frames, utt_pad_proportion=0.05254, over 7856.62 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3155, pruned_loss=0.08156, over 2475932.94 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07905, over 22680.08 utterances.], batch size: 62, lr: 3.93e-04
2022-08-25 16:10:27,638 INFO [train.py:927] (7/8) Epoch 9, batch 16000, giga_loss[loss=0.2252, simple_loss=0.3202, pruned_loss=0.06511, over 12384.00 frames. utt_duration=709 frames, utt_pad_proportion=0.0274, over 70.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3145, pruned_loss=0.08109, over 2475718.11 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07476, over 21152.91 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3024, pruned_loss=0.07217, over 2467109.83 frames. utt_duration=1257 frames, utt_pad_proportion=0.05182, over 7857.42 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3155, pruned_loss=0.08172, over 2475949.29 frames. utt_duration=444 frames, utt_pad_proportion=0.07587, over 22377.78 utterances.], batch size: 70, lr: 3.93e-04
2022-08-25 16:12:14,476 INFO [train.py:927] (7/8) Epoch 9, batch 16050, giga_loss[loss=0.2473, simple_loss=0.3182, pruned_loss=0.08818, over 12431.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03643, over 105.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3154, pruned_loss=0.08154, over 2475459.45 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07322, over 21334.32 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3017, pruned_loss=0.07203, over 2467113.63 frames. utt_duration=1263 frames, utt_pad_proportion=0.0509, over 7822.34 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.317, pruned_loss=0.08236, over 2475820.10 frames. utt_duration=439 frames, utt_pad_proportion=0.07462, over 22635.63 utterances.], batch size: 105, lr: 3.93e-04
2022-08-25 16:13:58,590 INFO [train.py:927] (7/8) Epoch 9, batch 16100, giga_loss[loss=0.2553, simple_loss=0.333, pruned_loss=0.08876, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.0537, over 162.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3153, pruned_loss=0.08196, over 2475500.21 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07261, over 21184.84 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3017, pruned_loss=0.07215, over 2466859.89 frames. utt_duration=1256 frames, utt_pad_proportion=0.05443, over 7864.99 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3172, pruned_loss=0.08287, over 2476354.14 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07299, over 22735.20 utterances.], batch size: 162, lr: 3.93e-04
2022-08-25 16:15:44,570 INFO [train.py:927] (7/8) Epoch 9, batch 16150, giga_loss[loss=0.2507, simple_loss=0.3288, pruned_loss=0.08629, over 12426.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02989, over 80.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3159, pruned_loss=0.08171, over 2474589.82 frames. utt_duration=490.4 frames, utt_pad_proportion=0.0698, over 20246.65 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3012, pruned_loss=0.07169, over 2466583.13 frames. utt_duration=1261 frames, utt_pad_proportion=0.05322, over 7836.40 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3182, pruned_loss=0.08313, over 2475744.73 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07084, over 21873.19 utterances.], batch size: 80, lr: 3.93e-04
2022-08-25 16:17:34,263 INFO [train.py:927] (7/8) Epoch 9, batch 16200, giga_loss[loss=0.2446, simple_loss=0.3142, pruned_loss=0.08756, over 12395.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02601, over 48.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3175, pruned_loss=0.08296, over 2475003.98 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07215, over 20310.37 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3015, pruned_loss=0.07193, over 2466823.25 frames. utt_duration=1261 frames, utt_pad_proportion=0.05226, over 7831.62 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3194, pruned_loss=0.08413, over 2475902.07 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07326, over 21890.69 utterances.], batch size: 48, lr: 3.93e-04
2022-08-25 16:19:22,854 INFO [train.py:927] (7/8) Epoch 9, batch 16250, giga_loss[loss=0.2156, simple_loss=0.2993, pruned_loss=0.06598, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03465, over 43.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3184, pruned_loss=0.08339, over 2475047.96 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07667, over 20791.67 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3016, pruned_loss=0.07223, over 2466786.16 frames. utt_duration=1254 frames, utt_pad_proportion=0.05514, over 7876.79 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3202, pruned_loss=0.08433, over 2476028.35 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07656, over 22367.22 utterances.], batch size: 43, lr: 3.93e-04
2022-08-25 16:21:11,593 INFO [train.py:927] (7/8) Epoch 9, batch 16300, giga_loss[loss=0.2202, simple_loss=0.3076, pruned_loss=0.0664, over 12461.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03053, over 75.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3186, pruned_loss=0.08306, over 2475626.36 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07344, over 21077.02 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3017, pruned_loss=0.07231, over 2466808.22 frames. utt_duration=1250 frames, utt_pad_proportion=0.05575, over 7902.41 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.32, pruned_loss=0.08376, over 2476412.86 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07338, over 22344.65 utterances.], batch size: 75, lr: 3.93e-04
2022-08-25 16:22:55,978 INFO [train.py:927] (7/8) Epoch 9, batch 16350, giga_loss[loss=0.2236, simple_loss=0.2975, pruned_loss=0.07483, over 12143.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03457, over 36.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3181, pruned_loss=0.083, over 2475386.89 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07488, over 21119.66 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3025, pruned_loss=0.07275, over 2466531.56 frames. utt_duration=1249 frames, utt_pad_proportion=0.05571, over 7910.36 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3188, pruned_loss=0.08334, over 2476433.93 frames. utt_duration=444.6 frames, utt_pad_proportion=0.0749, over 22352.79 utterances.], batch size: 36, lr: 3.93e-04
2022-08-25 16:24:42,336 INFO [train.py:927] (7/8) Epoch 9, batch 16400, libri_loss[loss=0.1945, simple_loss=0.2779, pruned_loss=0.05554, over 12453.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006298, over 32.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3171, pruned_loss=0.0834, over 2475235.66 frames. utt_duration=449.4 frames, utt_pad_proportion=0.08333, over 22100.47 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3025, pruned_loss=0.07276, over 2466521.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.05525, over 7899.77 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3179, pruned_loss=0.08382, over 2476170.04 frames. utt_duration=427 frames, utt_pad_proportion=0.08321, over 23272.57 utterances.], batch size: 32, lr: 3.93e-04
2022-08-25 16:26:28,938 INFO [train.py:927] (7/8) Epoch 9, batch 16450, giga_loss[loss=0.2376, simple_loss=0.3137, pruned_loss=0.08071, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02655, over 48.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3168, pruned_loss=0.08339, over 2474714.92 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08392, over 21840.14 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3024, pruned_loss=0.0727, over 2466658.21 frames. utt_duration=1251 frames, utt_pad_proportion=0.05485, over 7893.81 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3176, pruned_loss=0.08386, over 2475410.75 frames. utt_duration=434.1 frames, utt_pad_proportion=0.084, over 22887.28 utterances.], batch size: 48, lr: 3.93e-04
2022-08-25 16:28:16,457 INFO [train.py:927] (7/8) Epoch 9, batch 16500, libri_loss[loss=0.2084, simple_loss=0.288, pruned_loss=0.06437, over 12127.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006365, over 32.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3183, pruned_loss=0.08497, over 2474683.60 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08279, over 22365.00 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3022, pruned_loss=0.07257, over 2466407.85 frames. utt_duration=1254 frames, utt_pad_proportion=0.05445, over 7878.91 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3192, pruned_loss=0.08555, over 2475549.06 frames. utt_duration=425.9 frames, utt_pad_proportion=0.08308, over 23332.44 utterances.], batch size: 32, lr: 3.93e-04
2022-08-25 16:30:01,170 INFO [train.py:927] (7/8) Epoch 9, batch 16550, libri_loss[loss=0.3531, simple_loss=0.5229, pruned_loss=0.0916, over 12346.00 frames. utt_duration=1075 frames, utt_pad_proportion=0.04022, over 46.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3196, pruned_loss=0.08525, over 2474976.25 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08172, over 22529.49 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3034, pruned_loss=0.07247, over 2466295.77 frames. utt_duration=1256 frames, utt_pad_proportion=0.0536, over 7864.20 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3195, pruned_loss=0.08607, over 2475945.88 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08243, over 23633.46 utterances.], batch size: 46, lr: 3.93e-04
2022-08-25 16:31:47,160 INFO [train.py:927] (7/8) Epoch 9, batch 16600, giga_loss[loss=0.2394, simple_loss=0.331, pruned_loss=0.07387, over 12328.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03244, over 51.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3195, pruned_loss=0.08497, over 2474097.06 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07916, over 21729.28 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3031, pruned_loss=0.07254, over 2466298.43 frames. utt_duration=1261 frames, utt_pad_proportion=0.05256, over 7835.68 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3201, pruned_loss=0.08589, over 2475113.85 frames. utt_duration=431.1 frames, utt_pad_proportion=0.08044, over 23041.70 utterances.], batch size: 51, lr: 3.93e-04
2022-08-25 16:33:34,460 INFO [train.py:927] (7/8) Epoch 9, batch 16650, giga_loss[loss=0.226, simple_loss=0.3098, pruned_loss=0.07111, over 12349.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03253, over 62.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3198, pruned_loss=0.0859, over 2474272.33 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08065, over 21904.33 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3031, pruned_loss=0.0726, over 2466301.46 frames. utt_duration=1259 frames, utt_pad_proportion=0.05262, over 7846.92 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3208, pruned_loss=0.08694, over 2475308.61 frames. utt_duration=425.8 frames, utt_pad_proportion=0.08185, over 23334.97 utterances.], batch size: 62, lr: 3.93e-04
2022-08-25 16:35:17,304 INFO [train.py:927] (7/8) Epoch 9, batch 16700, giga_loss[loss=0.273, simple_loss=0.3492, pruned_loss=0.09836, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03037, over 48.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3213, pruned_loss=0.08712, over 2474135.74 frames. utt_duration=458.1 frames, utt_pad_proportion=0.08031, over 21674.22 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3031, pruned_loss=0.07256, over 2466330.91 frames. utt_duration=1258 frames, utt_pad_proportion=0.05255, over 7854.48 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3223, pruned_loss=0.0881, over 2474993.06 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08141, over 22925.18 utterances.], batch size: 48, lr: 3.93e-04
2022-08-25 16:37:04,130 INFO [train.py:927] (7/8) Epoch 9, batch 16750, giga_loss[loss=0.2601, simple_loss=0.3335, pruned_loss=0.09338, over 12415.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06229, over 183.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3229, pruned_loss=0.08749, over 2474042.84 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07937, over 21492.93 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3028, pruned_loss=0.07256, over 2466358.35 frames. utt_duration=1258 frames, utt_pad_proportion=0.05229, over 7853.64 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3242, pruned_loss=0.08848, over 2474818.77 frames. utt_duration=438 frames, utt_pad_proportion=0.0805, over 22677.48 utterances.], batch size: 183, lr: 3.93e-04
2022-08-25 16:38:48,021 INFO [train.py:927] (7/8) Epoch 9, batch 16800, giga_loss[loss=0.2183, simple_loss=0.3004, pruned_loss=0.06814, over 12364.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03161, over 62.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3217, pruned_loss=0.08654, over 2473622.63 frames. utt_duration=458.7 frames, utt_pad_proportion=0.08115, over 21642.20 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3032, pruned_loss=0.07287, over 2466494.06 frames. utt_duration=1255 frames, utt_pad_proportion=0.05219, over 7868.06 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3229, pruned_loss=0.08738, over 2474280.27 frames. utt_duration=434 frames, utt_pad_proportion=0.08226, over 22880.26 utterances.], batch size: 62, lr: 3.93e-04
2022-08-25 16:40:32,663 INFO [train.py:927] (7/8) Epoch 9, batch 16850, giga_loss[loss=0.2319, simple_loss=0.3096, pruned_loss=0.07714, over 12271.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02978, over 45.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3218, pruned_loss=0.08663, over 2473536.63 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08443, over 22136.95 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3032, pruned_loss=0.07298, over 2466907.18 frames. utt_duration=1244 frames, utt_pad_proportion=0.05614, over 7940.04 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3231, pruned_loss=0.08751, over 2473832.83 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08412, over 23393.01 utterances.], batch size: 45, lr: 3.93e-04
2022-08-25 16:42:21,527 INFO [train.py:927] (7/8) Epoch 9, batch 16900, giga_loss[loss=0.2386, simple_loss=0.3135, pruned_loss=0.0819, over 12450.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04372, over 134.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.322, pruned_loss=0.08719, over 2474224.55 frames. utt_duration=457.2 frames, utt_pad_proportion=0.08078, over 21716.91 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3036, pruned_loss=0.07344, over 2467162.74 frames. utt_duration=1235 frames, utt_pad_proportion=0.05868, over 8000.45 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3237, pruned_loss=0.08822, over 2474564.69 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08052, over 23397.51 utterances.], batch size: 134, lr: 3.93e-04
2022-08-25 16:44:07,126 INFO [train.py:927] (7/8) Epoch 9, batch 16950, giga_loss[loss=0.243, simple_loss=0.3302, pruned_loss=0.0779, over 12449.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3227, pruned_loss=0.08792, over 2474317.94 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07903, over 22031.14 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3039, pruned_loss=0.07366, over 2467204.92 frames. utt_duration=1223 frames, utt_pad_proportion=0.06297, over 8079.45 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3238, pruned_loss=0.08859, over 2474578.83 frames. utt_duration=425.6 frames, utt_pad_proportion=0.0777, over 23337.97 utterances.], batch size: 75, lr: 3.93e-04
2022-08-25 16:45:58,194 INFO [train.py:927] (7/8) Epoch 9, batch 17000, giga_loss[loss=0.236, simple_loss=0.3106, pruned_loss=0.08067, over 12290.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02676, over 42.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3233, pruned_loss=0.08833, over 2473711.26 frames. utt_duration=441.3 frames, utt_pad_proportion=0.08257, over 22494.64 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3037, pruned_loss=0.07357, over 2466716.00 frames. utt_duration=1224 frames, utt_pad_proportion=0.0624, over 8073.72 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3249, pruned_loss=0.08929, over 2474539.32 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08166, over 23870.11 utterances.], batch size: 42, lr: 3.93e-04
2022-08-25 16:47:39,948 INFO [train.py:927] (7/8) Epoch 9, batch 17050, giga_loss[loss=0.227, simple_loss=0.3151, pruned_loss=0.06943, over 12095.00 frames. utt_duration=1729 frames, utt_pad_proportion=0.05035, over 28.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3216, pruned_loss=0.08683, over 2473173.72 frames. utt_duration=450 frames, utt_pad_proportion=0.0821, over 22055.65 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3037, pruned_loss=0.07344, over 2466287.16 frames. utt_duration=1226 frames, utt_pad_proportion=0.06155, over 8056.49 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3233, pruned_loss=0.08796, over 2474332.31 frames. utt_duration=423.9 frames, utt_pad_proportion=0.08179, over 23426.42 utterances.], batch size: 28, lr: 3.92e-04
2022-08-25 16:49:22,432 INFO [train.py:927] (7/8) Epoch 9, batch 17100, giga_loss[loss=0.242, simple_loss=0.3162, pruned_loss=0.08388, over 12383.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06454, over 183.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3222, pruned_loss=0.08667, over 2473217.91 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08317, over 22514.60 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3041, pruned_loss=0.07346, over 2466371.65 frames. utt_duration=1230 frames, utt_pad_proportion=0.06037, over 8033.40 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3235, pruned_loss=0.08786, over 2474211.55 frames. utt_duration=414.7 frames, utt_pad_proportion=0.08339, over 23950.39 utterances.], batch size: 183, lr: 3.92e-04
2022-08-25 16:51:08,389 INFO [train.py:927] (7/8) Epoch 9, batch 17150, giga_loss[loss=0.2726, simple_loss=0.3274, pruned_loss=0.1088, over 12352.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1995, over 367.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3207, pruned_loss=0.08621, over 2473152.28 frames. utt_duration=445 frames, utt_pad_proportion=0.08261, over 22302.35 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3041, pruned_loss=0.07348, over 2466507.11 frames. utt_duration=1232 frames, utt_pad_proportion=0.05941, over 8016.83 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3221, pruned_loss=0.08737, over 2473953.83 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08322, over 23710.92 utterances.], batch size: 367, lr: 3.92e-04
2022-08-25 16:52:56,414 INFO [train.py:927] (7/8) Epoch 9, batch 17200, libri_loss[loss=0.2621, simple_loss=0.3344, pruned_loss=0.09492, over 12405.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.0231, over 43.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3175, pruned_loss=0.08537, over 2473259.62 frames. utt_duration=456.7 frames, utt_pad_proportion=0.08006, over 21734.20 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3042, pruned_loss=0.0736, over 2466436.75 frames. utt_duration=1233 frames, utt_pad_proportion=0.059, over 8012.70 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3186, pruned_loss=0.08629, over 2474016.22 frames. utt_duration=432.1 frames, utt_pad_proportion=0.08089, over 22980.74 utterances.], batch size: 43, lr: 3.92e-04
2022-08-25 16:54:41,997 INFO [train.py:927] (7/8) Epoch 9, batch 17250, giga_loss[loss=0.2396, simple_loss=0.326, pruned_loss=0.07659, over 12391.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03187, over 122.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.316, pruned_loss=0.08432, over 2473366.11 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07716, over 21472.41 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3041, pruned_loss=0.0735, over 2466107.67 frames. utt_duration=1236 frames, utt_pad_proportion=0.05836, over 7992.62 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3171, pruned_loss=0.08527, over 2474334.72 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07825, over 22655.20 utterances.], batch size: 122, lr: 3.92e-04
2022-08-25 16:56:26,072 INFO [train.py:927] (7/8) Epoch 9, batch 17300, giga_loss[loss=0.2315, simple_loss=0.3163, pruned_loss=0.07338, over 12394.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03689, over 113.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3141, pruned_loss=0.08084, over 2473142.51 frames. utt_duration=456.2 frames, utt_pad_proportion=0.0754, over 21754.92 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3032, pruned_loss=0.07299, over 2465904.24 frames. utt_duration=1244 frames, utt_pad_proportion=0.0572, over 7938.58 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3161, pruned_loss=0.08229, over 2474306.90 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07683, over 23114.21 utterances.], batch size: 113, lr: 3.92e-04
2022-08-25 16:58:10,730 INFO [train.py:927] (7/8) Epoch 9, batch 17350, giga_loss[loss=0.2083, simple_loss=0.2922, pruned_loss=0.06214, over 12461.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.02903, over 40.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3118, pruned_loss=0.07719, over 2474431.82 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07108, over 22105.41 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3033, pruned_loss=0.07309, over 2465849.07 frames. utt_duration=1247 frames, utt_pad_proportion=0.05664, over 7917.64 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3134, pruned_loss=0.07831, over 2475506.88 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07265, over 23384.70 utterances.], batch size: 40, lr: 3.92e-04
2022-08-25 16:59:55,144 INFO [train.py:927] (7/8) Epoch 9, batch 17400, giga_loss[loss=0.2259, simple_loss=0.3202, pruned_loss=0.06582, over 12333.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03064, over 91.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3097, pruned_loss=0.07409, over 2474858.61 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07002, over 22698.05 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3029, pruned_loss=0.07302, over 2465506.64 frames. utt_duration=1252 frames, utt_pad_proportion=0.05592, over 7888.54 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3115, pruned_loss=0.0751, over 2476174.86 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07157, over 23997.36 utterances.], batch size: 91, lr: 3.92e-04
2022-08-25 17:01:39,867 INFO [train.py:927] (7/8) Epoch 9, batch 17450, giga_loss[loss=0.2454, simple_loss=0.3266, pruned_loss=0.08214, over 12404.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04353, over 146.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3099, pruned_loss=0.07336, over 2475247.20 frames. utt_duration=417.9 frames, utt_pad_proportion=0.07222, over 23774.72 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3032, pruned_loss=0.07331, over 2465625.32 frames. utt_duration=1246 frames, utt_pad_proportion=0.05615, over 7924.41 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3111, pruned_loss=0.07392, over 2476348.50 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07333, over 25033.29 utterances.], batch size: 146, lr: 3.92e-04
2022-08-25 17:03:25,501 INFO [train.py:927] (7/8) Epoch 9, batch 17500, giga_loss[loss=0.2177, simple_loss=0.2991, pruned_loss=0.06815, over 12472.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03134, over 86.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.308, pruned_loss=0.07142, over 2476369.34 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06957, over 24036.62 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3035, pruned_loss=0.07336, over 2465866.49 frames. utt_duration=1247 frames, utt_pad_proportion=0.05529, over 7921.89 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3088, pruned_loss=0.07181, over 2477215.06 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07088, over 25320.46 utterances.], batch size: 86, lr: 3.92e-04
2022-08-25 17:05:10,094 INFO [train.py:927] (7/8) Epoch 9, batch 17550, giga_loss[loss=0.2109, simple_loss=0.2851, pruned_loss=0.06832, over 12381.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.181, over 359.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3065, pruned_loss=0.06993, over 2476829.15 frames. utt_duration=403 frames, utt_pad_proportion=0.07235, over 24669.89 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.304, pruned_loss=0.0736, over 2466118.70 frames. utt_duration=1246 frames, utt_pad_proportion=0.05475, over 7927.06 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3068, pruned_loss=0.07, over 2477424.08 frames. utt_duration=384.3 frames, utt_pad_proportion=0.07341, over 25884.34 utterances.], batch size: 359, lr: 3.92e-04
2022-08-25 17:06:52,021 INFO [train.py:927] (7/8) Epoch 9, batch 17600, giga_loss[loss=0.2099, simple_loss=0.31, pruned_loss=0.05492, over 12366.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02896, over 70.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3044, pruned_loss=0.06849, over 2476783.22 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07317, over 24141.47 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3038, pruned_loss=0.07369, over 2466516.73 frames. utt_duration=1245 frames, utt_pad_proportion=0.0574, over 7935.24 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3049, pruned_loss=0.06824, over 2477476.33 frames. utt_duration=382.1 frames, utt_pad_proportion=0.07352, over 26034.54 utterances.], batch size: 70, lr: 3.92e-04
2022-08-25 17:08:35,497 INFO [train.py:927] (7/8) Epoch 9, batch 17650, libri_loss[loss=0.268, simple_loss=0.3362, pruned_loss=0.09985, over 12454.00 frames. utt_duration=959.5 frames, utt_pad_proportion=0.07111, over 52.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2998, pruned_loss=0.06573, over 2476845.33 frames. utt_duration=402.3 frames, utt_pad_proportion=0.07475, over 24716.98 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3036, pruned_loss=0.07371, over 2466543.97 frames. utt_duration=1242 frames, utt_pad_proportion=0.05731, over 7951.05 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3003, pruned_loss=0.06535, over 2477593.43 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07505, over 26588.99 utterances.], batch size: 52, lr: 3.92e-04
2022-08-25 17:10:23,802 INFO [train.py:927] (7/8) Epoch 9, batch 17700, giga_loss[loss=0.2031, simple_loss=0.2931, pruned_loss=0.05658, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2979, pruned_loss=0.06468, over 2476293.03 frames. utt_duration=395.4 frames, utt_pad_proportion=0.07541, over 25141.58 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3036, pruned_loss=0.07374, over 2466320.86 frames. utt_duration=1242 frames, utt_pad_proportion=0.05719, over 7952.48 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2983, pruned_loss=0.06429, over 2477161.92 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07568, over 26755.16 utterances.], batch size: 162, lr: 3.92e-04
2022-08-25 17:12:19,049 INFO [train.py:927] (7/8) Epoch 9, batch 17750, giga_loss[loss=0.2082, simple_loss=0.2978, pruned_loss=0.0593, over 12428.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07258, over 213.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2991, pruned_loss=0.06432, over 2477024.46 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07684, over 25452.32 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3041, pruned_loss=0.07402, over 2466432.20 frames. utt_duration=1231 frames, utt_pad_proportion=0.06081, over 8026.74 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2989, pruned_loss=0.06362, over 2477770.67 frames. utt_duration=369.8 frames, utt_pad_proportion=0.0761, over 26902.54 utterances.], batch size: 213, lr: 3.92e-04
2022-08-25 17:14:28,691 INFO [train.py:927] (7/8) Epoch 9, batch 17800, giga_loss[loss=0.1804, simple_loss=0.2598, pruned_loss=0.05048, over 12376.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1791, over 358.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2986, pruned_loss=0.06356, over 2476773.57 frames. utt_duration=398 frames, utt_pad_proportion=0.07437, over 24982.57 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3045, pruned_loss=0.07415, over 2466419.48 frames. utt_duration=1232 frames, utt_pad_proportion=0.0601, over 8014.41 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.298, pruned_loss=0.06277, over 2477532.18 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07413, over 26370.25 utterances.], batch size: 358, lr: 3.92e-04
2022-08-25 17:16:28,700 INFO [train.py:927] (7/8) Epoch 9, batch 17850, giga_loss[loss=0.1796, simple_loss=0.2758, pruned_loss=0.04171, over 12400.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04887, over 161.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2967, pruned_loss=0.06188, over 2477236.38 frames. utt_duration=388.2 frames, utt_pad_proportion=0.07558, over 25613.88 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3045, pruned_loss=0.07412, over 2466441.47 frames. utt_duration=1235 frames, utt_pad_proportion=0.05933, over 7998.22 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2962, pruned_loss=0.06107, over 2477991.68 frames. utt_duration=367.9 frames, utt_pad_proportion=0.07562, over 27038.08 utterances.], batch size: 161, lr: 3.92e-04
2022-08-25 17:18:37,361 INFO [train.py:927] (7/8) Epoch 9, batch 17900, giga_loss[loss=0.1823, simple_loss=0.2724, pruned_loss=0.0461, over 12415.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.0248, over 48.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2944, pruned_loss=0.06088, over 2477397.62 frames. utt_duration=392.3 frames, utt_pad_proportion=0.0734, over 25345.42 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3047, pruned_loss=0.0743, over 2466454.50 frames. utt_duration=1235 frames, utt_pad_proportion=0.05896, over 7998.27 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2936, pruned_loss=0.05996, over 2478068.32 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07368, over 26628.24 utterances.], batch size: 48, lr: 3.92e-04
2022-08-25 17:20:31,334 INFO [train.py:927] (7/8) Epoch 9, batch 17950, giga_loss[loss=0.2091, simple_loss=0.3046, pruned_loss=0.05685, over 12393.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2947, pruned_loss=0.0612, over 2477568.12 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07108, over 25349.47 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3044, pruned_loss=0.07412, over 2466494.69 frames. utt_duration=1240 frames, utt_pad_proportion=0.05816, over 7964.61 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2941, pruned_loss=0.06038, over 2478264.78 frames. utt_duration=372.6 frames, utt_pad_proportion=0.07167, over 26700.79 utterances.], batch size: 133, lr: 3.92e-04
2022-08-25 17:22:49,164 INFO [train.py:927] (7/8) Epoch 9, batch 18000, giga_loss[loss=0.1665, simple_loss=0.2573, pruned_loss=0.03788, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03031, over 45.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2946, pruned_loss=0.06007, over 2477464.89 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06821, over 24496.33 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3046, pruned_loss=0.07426, over 2466380.29 frames. utt_duration=1244 frames, utt_pad_proportion=0.05705, over 7941.74 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2938, pruned_loss=0.05898, over 2478377.72 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06922, over 25982.34 utterances.], batch size: 45, lr: 3.92e-04
2022-08-25 17:22:49,164 INFO [train.py:958] (7/8) Computing validation loss
2022-08-25 17:23:03,444 INFO [train.py:967] (7/8) 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 17:25:05,008 INFO [train.py:927] (7/8) Epoch 9, batch 18050, giga_loss[loss=0.2082, simple_loss=0.3017, pruned_loss=0.05738, over 12343.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.02984, over 85.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2926, pruned_loss=0.05901, over 2477279.99 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06699, over 24291.75 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3038, pruned_loss=0.07398, over 2466421.64 frames. utt_duration=1249 frames, utt_pad_proportion=0.05608, over 7905.56 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2924, pruned_loss=0.05806, over 2478201.13 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06819, over 25880.96 utterances.], batch size: 85, lr: 3.92e-04
2022-08-25 17:27:13,168 INFO [train.py:927] (7/8) Epoch 9, batch 18100, giga_loss[loss=0.1953, simple_loss=0.2976, pruned_loss=0.04647, over 12337.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02893, over 48.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2953, pruned_loss=0.05831, over 2477345.52 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06898, over 24966.80 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.304, pruned_loss=0.07402, over 2466494.86 frames. utt_duration=1247 frames, utt_pad_proportion=0.05641, over 7919.92 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2948, pruned_loss=0.05732, over 2478142.96 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06976, over 26426.89 utterances.], batch size: 48, lr: 3.92e-04
2022-08-25 17:29:22,105 INFO [train.py:927] (7/8) Epoch 9, batch 18150, giga_loss[loss=0.1796, simple_loss=0.2816, pruned_loss=0.03882, over 12418.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03786, over 105.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2965, pruned_loss=0.05741, over 2478025.27 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06396, over 23862.67 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3041, pruned_loss=0.0741, over 2466722.44 frames. utt_duration=1247 frames, utt_pad_proportion=0.05643, over 7924.47 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2958, pruned_loss=0.05625, over 2478651.61 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06493, over 25313.99 utterances.], batch size: 105, lr: 3.92e-04
2022-08-25 17:31:27,899 INFO [train.py:927] (7/8) Epoch 9, batch 18200, giga_loss[loss=0.1909, simple_loss=0.2851, pruned_loss=0.04831, over 12460.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02531, over 55.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2962, pruned_loss=0.05775, over 2477400.90 frames. utt_duration=422.2 frames, utt_pad_proportion=0.0621, over 23540.62 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3034, pruned_loss=0.07374, over 2466351.07 frames. utt_duration=1252 frames, utt_pad_proportion=0.05532, over 7890.99 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2962, pruned_loss=0.05671, over 2478519.66 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06333, over 25141.65 utterances.], batch size: 55, lr: 3.91e-04
2022-08-25 17:34:00,044 INFO [train.py:927] (7/8) Epoch 9, batch 18250, giga_loss[loss=0.1753, simple_loss=0.2674, pruned_loss=0.04159, over 12466.00 frames. utt_duration=543.1 frames, utt_pad_proportion=0.03026, over 92.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2967, pruned_loss=0.05892, over 2477271.74 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06367, over 23173.64 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3043, pruned_loss=0.07422, over 2466301.98 frames. utt_duration=1237 frames, utt_pad_proportion=0.05975, over 7985.07 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2956, pruned_loss=0.05728, over 2478476.72 frames. utt_duration=402 frames, utt_pad_proportion=0.06336, over 24734.01 utterances.], batch size: 92, lr: 3.91e-04
2022-08-25 17:36:10,613 INFO [train.py:927] (7/8) Epoch 9, batch 18300, giga_loss[loss=0.2098, simple_loss=0.2834, pruned_loss=0.06805, over 12332.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02867, over 66.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2935, pruned_loss=0.05771, over 2477448.80 frames. utt_duration=431.1 frames, utt_pad_proportion=0.06305, over 23051.12 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.304, pruned_loss=0.07405, over 2466393.36 frames. utt_duration=1238 frames, utt_pad_proportion=0.05935, over 7980.40 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2928, pruned_loss=0.05636, over 2478475.90 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06294, over 24479.18 utterances.], batch size: 66, lr: 3.91e-04
2022-08-25 17:38:15,727 INFO [train.py:927] (7/8) Epoch 9, batch 18350, giga_loss[loss=0.2173, simple_loss=0.3065, pruned_loss=0.06409, over 12449.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02884, over 80.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2942, pruned_loss=0.05835, over 2477290.35 frames. utt_duration=427.7 frames, utt_pad_proportion=0.0619, over 23232.18 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.304, pruned_loss=0.07403, over 2466271.30 frames. utt_duration=1239 frames, utt_pad_proportion=0.05827, over 7969.14 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2934, pruned_loss=0.05693, over 2478452.28 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06218, over 24711.18 utterances.], batch size: 80, lr: 3.91e-04
2022-08-25 17:40:16,471 INFO [train.py:927] (7/8) Epoch 9, batch 18400, giga_loss[loss=0.2202, simple_loss=0.3041, pruned_loss=0.06811, over 12358.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03941, over 113.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2944, pruned_loss=0.05952, over 2477747.75 frames. utt_duration=433.4 frames, utt_pad_proportion=0.06116, over 22932.76 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3035, pruned_loss=0.07401, over 2467196.54 frames. utt_duration=1245 frames, utt_pad_proportion=0.05646, over 7935.10 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2938, pruned_loss=0.05771, over 2478357.05 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06198, over 24847.29 utterances.], batch size: 113, lr: 3.91e-04
2022-08-25 17:42:23,578 INFO [train.py:927] (7/8) Epoch 9, batch 18450, giga_loss[loss=0.2133, simple_loss=0.3058, pruned_loss=0.06034, over 12331.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03219, over 58.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2939, pruned_loss=0.05991, over 2477411.99 frames. utt_duration=426.9 frames, utt_pad_proportion=0.06365, over 23277.02 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3037, pruned_loss=0.07409, over 2467148.43 frames. utt_duration=1244 frames, utt_pad_proportion=0.05613, over 7942.12 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05823, over 2478073.67 frames. utt_duration=398 frames, utt_pad_proportion=0.06425, over 24982.56 utterances.], batch size: 58, lr: 3.91e-04
2022-08-25 17:44:39,091 INFO [train.py:927] (7/8) Epoch 9, batch 18500, giga_loss[loss=0.1969, simple_loss=0.2881, pruned_loss=0.05281, over 12370.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02714, over 91.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2954, pruned_loss=0.05997, over 2476847.35 frames. utt_duration=441.4 frames, utt_pad_proportion=0.06149, over 22506.18 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3033, pruned_loss=0.07387, over 2466789.93 frames. utt_duration=1249 frames, utt_pad_proportion=0.05476, over 7909.51 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2948, pruned_loss=0.05837, over 2478043.49 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06262, over 24380.08 utterances.], batch size: 91, lr: 3.91e-04
2022-08-25 17:46:51,226 INFO [train.py:927] (7/8) Epoch 9, batch 18550, giga_loss[loss=0.1843, simple_loss=0.27, pruned_loss=0.04927, over 12377.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04618, over 146.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2941, pruned_loss=0.06013, over 2477672.92 frames. utt_duration=430.4 frames, utt_pad_proportion=0.06242, over 23092.33 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3034, pruned_loss=0.07381, over 2466833.10 frames. utt_duration=1253 frames, utt_pad_proportion=0.05375, over 7886.00 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2933, pruned_loss=0.05859, over 2478808.19 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06359, over 24956.68 utterances.], batch size: 146, lr: 3.91e-04
2022-08-25 17:48:49,936 INFO [train.py:927] (7/8) Epoch 9, batch 18600, libri_loss[loss=0.191, simple_loss=0.2751, pruned_loss=0.0534, over 12284.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007765, over 37.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2896, pruned_loss=0.05875, over 2477439.12 frames. utt_duration=426.5 frames, utt_pad_proportion=0.06441, over 23300.96 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3031, pruned_loss=0.07366, over 2466530.31 frames. utt_duration=1254 frames, utt_pad_proportion=0.05262, over 7874.86 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2889, pruned_loss=0.05721, over 2478988.50 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06563, over 25303.87 utterances.], batch size: 37, lr: 3.91e-04
2022-08-25 17:50:46,707 INFO [train.py:927] (7/8) Epoch 9, batch 18650, giga_loss[loss=0.2166, simple_loss=0.3046, pruned_loss=0.06428, over 12418.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03896, over 133.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2903, pruned_loss=0.05941, over 2477143.84 frames. utt_duration=428 frames, utt_pad_proportion=0.06375, over 23217.51 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3029, pruned_loss=0.07373, over 2466553.82 frames. utt_duration=1254 frames, utt_pad_proportion=0.05235, over 7875.33 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2896, pruned_loss=0.05774, over 2478638.89 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06493, over 25231.61 utterances.], batch size: 133, lr: 3.91e-04
2022-08-25 17:52:48,159 INFO [train.py:927] (7/8) Epoch 9, batch 18700, giga_loss[loss=0.2272, simple_loss=0.3219, pruned_loss=0.06619, over 12403.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03199, over 122.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2893, pruned_loss=0.05849, over 2477119.37 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06629, over 24153.04 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3028, pruned_loss=0.07356, over 2466653.50 frames. utt_duration=1257 frames, utt_pad_proportion=0.05106, over 7855.87 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2885, pruned_loss=0.05683, over 2478570.20 frames. utt_duration=378.3 frames, utt_pad_proportion=0.0675, over 26292.81 utterances.], batch size: 122, lr: 3.91e-04
2022-08-25 17:55:04,880 INFO [train.py:927] (7/8) Epoch 9, batch 18750, giga_loss[loss=0.2076, simple_loss=0.2927, pruned_loss=0.06118, over 12389.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04996, over 161.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.288, pruned_loss=0.05787, over 2477322.63 frames. utt_duration=417.5 frames, utt_pad_proportion=0.0648, over 23801.00 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3028, pruned_loss=0.07364, over 2466828.39 frames. utt_duration=1261 frames, utt_pad_proportion=0.05007, over 7836.69 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.287, pruned_loss=0.05613, over 2478552.44 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06628, over 25886.60 utterances.], batch size: 161, lr: 3.91e-04
2022-08-25 17:57:15,150 INFO [train.py:927] (7/8) Epoch 9, batch 18800, giga_loss[loss=0.1909, simple_loss=0.2804, pruned_loss=0.05069, over 12406.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05923, over 182.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2888, pruned_loss=0.05837, over 2477170.02 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06518, over 24006.84 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.303, pruned_loss=0.07368, over 2466593.10 frames. utt_duration=1260 frames, utt_pad_proportion=0.04962, over 7836.79 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2875, pruned_loss=0.05661, over 2478591.70 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06655, over 26023.56 utterances.], batch size: 182, lr: 3.91e-04
2022-08-25 17:59:13,323 INFO [train.py:927] (7/8) Epoch 9, batch 18850, giga_loss[loss=0.2019, simple_loss=0.3022, pruned_loss=0.05074, over 12381.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03813, over 113.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2883, pruned_loss=0.05831, over 2477590.29 frames. utt_duration=408 frames, utt_pad_proportion=0.06354, over 24358.60 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3028, pruned_loss=0.07369, over 2466567.43 frames. utt_duration=1263 frames, utt_pad_proportion=0.04907, over 7821.36 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2872, pruned_loss=0.0567, over 2478865.45 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06492, over 26183.11 utterances.], batch size: 113, lr: 3.91e-04
2022-08-25 18:01:14,497 INFO [train.py:927] (7/8) Epoch 9, batch 18900, giga_loss[loss=0.2325, simple_loss=0.3225, pruned_loss=0.07125, over 12414.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03139, over 80.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2899, pruned_loss=0.058, over 2477025.86 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06541, over 24043.20 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3023, pruned_loss=0.07351, over 2466550.19 frames. utt_duration=1256 frames, utt_pad_proportion=0.05292, over 7867.50 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2891, pruned_loss=0.05645, over 2478354.81 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06552, over 25906.91 utterances.], batch size: 80, lr: 3.91e-04
2022-08-25 18:03:14,070 INFO [train.py:927] (7/8) Epoch 9, batch 18950, giga_loss[loss=0.1869, simple_loss=0.2854, pruned_loss=0.04414, over 12369.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04647, over 146.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2909, pruned_loss=0.05803, over 2477514.17 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06301, over 24195.11 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.302, pruned_loss=0.07327, over 2466732.03 frames. utt_duration=1258 frames, utt_pad_proportion=0.05235, over 7851.55 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2904, pruned_loss=0.05681, over 2478541.68 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06344, over 25884.97 utterances.], batch size: 146, lr: 3.91e-04
2022-08-25 18:05:23,133 INFO [train.py:927] (7/8) Epoch 9, batch 19000, giga_loss[loss=0.2051, simple_loss=0.2783, pruned_loss=0.0659, over 12413.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09628, over 256.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2896, pruned_loss=0.0573, over 2477406.60 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06799, over 25243.03 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3022, pruned_loss=0.07329, over 2467053.71 frames. utt_duration=1255 frames, utt_pad_proportion=0.05271, over 7874.81 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2888, pruned_loss=0.056, over 2478174.12 frames. utt_duration=369.3 frames, utt_pad_proportion=0.06804, over 26929.88 utterances.], batch size: 256, lr: 3.91e-04
2022-08-25 18:07:25,959 INFO [train.py:927] (7/8) Epoch 9, batch 19050, giga_loss[loss=0.192, simple_loss=0.2688, pruned_loss=0.05759, over 12391.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1718, over 355.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2886, pruned_loss=0.05731, over 2477096.19 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06742, over 24448.72 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3022, pruned_loss=0.07317, over 2466932.25 frames. utt_duration=1255 frames, utt_pad_proportion=0.05212, over 7871.30 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2875, pruned_loss=0.05585, over 2478170.22 frames. utt_duration=377.4 frames, utt_pad_proportion=0.0678, over 26347.31 utterances.], batch size: 355, lr: 3.91e-04
2022-08-25 18:09:32,260 INFO [train.py:927] (7/8) Epoch 9, batch 19100, giga_loss[loss=0.1695, simple_loss=0.2658, pruned_loss=0.03664, over 12338.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02812, over 66.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.29, pruned_loss=0.05778, over 2476792.18 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06572, over 24016.82 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3021, pruned_loss=0.07317, over 2466696.32 frames. utt_duration=1252 frames, utt_pad_proportion=0.05203, over 7892.41 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2888, pruned_loss=0.05609, over 2478201.86 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06631, over 26064.28 utterances.], batch size: 66, lr: 3.91e-04
2022-08-25 18:11:30,513 INFO [train.py:927] (7/8) Epoch 9, batch 19150, giga_loss[loss=0.1953, simple_loss=0.2837, pruned_loss=0.05348, over 12403.00 frames. utt_duration=275.3 frames, utt_pad_proportion=0.05405, over 181.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2905, pruned_loss=0.05777, over 2477484.25 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06331, over 23695.07 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3019, pruned_loss=0.07298, over 2466806.38 frames. utt_duration=1254 frames, utt_pad_proportion=0.05148, over 7878.08 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2896, pruned_loss=0.0564, over 2478638.59 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06415, over 25538.27 utterances.], batch size: 181, lr: 3.91e-04
2022-08-25 18:13:37,629 INFO [train.py:927] (7/8) Epoch 9, batch 19200, giga_loss[loss=0.203, simple_loss=0.2902, pruned_loss=0.05789, over 12396.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05976, over 182.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2919, pruned_loss=0.05772, over 2477419.62 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06581, over 24061.87 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3018, pruned_loss=0.07287, over 2466786.04 frames. utt_duration=1256 frames, utt_pad_proportion=0.0511, over 7864.33 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2912, pruned_loss=0.0566, over 2478433.13 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06645, over 25656.53 utterances.], batch size: 182, lr: 3.91e-04
2022-08-25 18:15:55,402 INFO [train.py:927] (7/8) Epoch 9, batch 19250, giga_loss[loss=0.1884, simple_loss=0.2836, pruned_loss=0.04663, over 12371.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04693, over 146.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2919, pruned_loss=0.05824, over 2477745.70 frames. utt_duration=395.8 frames, utt_pad_proportion=0.07028, over 25116.02 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3022, pruned_loss=0.07267, over 2466638.67 frames. utt_duration=1260 frames, utt_pad_proportion=0.05059, over 7840.46 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2909, pruned_loss=0.05735, over 2478823.94 frames. utt_duration=373.7 frames, utt_pad_proportion=0.07073, over 26619.97 utterances.], batch size: 146, lr: 3.91e-04
2022-08-25 18:17:58,023 INFO [train.py:927] (7/8) Epoch 9, batch 19300, giga_loss[loss=0.2203, simple_loss=0.2982, pruned_loss=0.0712, over 12372.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2916, pruned_loss=0.05853, over 2478147.19 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07021, over 24998.71 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.302, pruned_loss=0.07256, over 2466964.69 frames. utt_duration=1262 frames, utt_pad_proportion=0.04958, over 7828.59 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2906, pruned_loss=0.05753, over 2479009.84 frames. utt_duration=372.9 frames, utt_pad_proportion=0.07102, over 26675.91 utterances.], batch size: 97, lr: 3.91e-04
2022-08-25 18:20:05,017 INFO [train.py:927] (7/8) Epoch 9, batch 19350, giga_loss[loss=0.1724, simple_loss=0.2729, pruned_loss=0.03594, over 12472.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02964, over 55.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2896, pruned_loss=0.05851, over 2477222.29 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07172, over 25148.03 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3018, pruned_loss=0.0725, over 2466715.70 frames. utt_duration=1260 frames, utt_pad_proportion=0.04989, over 7838.72 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2889, pruned_loss=0.05753, over 2478313.38 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07231, over 26762.71 utterances.], batch size: 55, lr: 3.91e-04
2022-08-25 18:22:09,603 INFO [train.py:927] (7/8) Epoch 9, batch 19400, giga_loss[loss=0.2224, simple_loss=0.3164, pruned_loss=0.06425, over 12362.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03304, over 97.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2906, pruned_loss=0.05787, over 2477430.40 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07043, over 24934.20 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.302, pruned_loss=0.07248, over 2466730.07 frames. utt_duration=1262 frames, utt_pad_proportion=0.04913, over 7826.00 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2896, pruned_loss=0.05685, over 2478478.12 frames. utt_duration=374.6 frames, utt_pad_proportion=0.07129, over 26550.72 utterances.], batch size: 97, lr: 3.90e-04
2022-08-25 18:23:58,952 INFO [train.py:927] (7/8) Epoch 9, batch 19450, giga_loss[loss=0.192, simple_loss=0.2919, pruned_loss=0.04601, over 12365.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.0344, over 122.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2917, pruned_loss=0.0573, over 2476544.28 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06713, over 23495.13 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3019, pruned_loss=0.07248, over 2465865.42 frames. utt_duration=1268 frames, utt_pad_proportion=0.04786, over 7789.66 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2905, pruned_loss=0.05581, over 2478676.81 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06869, over 25538.95 utterances.], batch size: 122, lr: 3.90e-04
2022-08-25 18:26:09,204 INFO [train.py:927] (7/8) Epoch 9, batch 19500, giga_loss[loss=0.2181, simple_loss=0.2991, pruned_loss=0.06857, over 12412.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2921, pruned_loss=0.05746, over 2476780.96 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07085, over 23879.82 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3023, pruned_loss=0.07285, over 2466079.76 frames. utt_duration=1256 frames, utt_pad_proportion=0.05131, over 7861.48 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2905, pruned_loss=0.05557, over 2478538.21 frames. utt_duration=385 frames, utt_pad_proportion=0.07111, over 25832.65 utterances.], batch size: 257, lr: 3.90e-04
2022-08-25 18:28:17,511 INFO [train.py:927] (7/8) Epoch 9, batch 19550, giga_loss[loss=0.2046, simple_loss=0.3012, pruned_loss=0.05402, over 12447.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03723, over 133.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2927, pruned_loss=0.05782, over 2476869.98 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06736, over 23667.71 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.302, pruned_loss=0.07279, over 2465807.28 frames. utt_duration=1262 frames, utt_pad_proportion=0.04962, over 7822.46 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2914, pruned_loss=0.05569, over 2479023.28 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06851, over 25965.90 utterances.], batch size: 133, lr: 3.90e-04
2022-08-25 18:30:32,353 INFO [train.py:927] (7/8) Epoch 9, batch 19600, giga_loss[loss=0.24, simple_loss=0.3307, pruned_loss=0.0746, over 12389.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02959, over 85.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2947, pruned_loss=0.05822, over 2477333.39 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06427, over 23510.12 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3024, pruned_loss=0.07303, over 2466155.61 frames. utt_duration=1262 frames, utt_pad_proportion=0.04877, over 7822.98 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.293, pruned_loss=0.05599, over 2478982.45 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06578, over 25683.61 utterances.], batch size: 85, lr: 3.90e-04
2022-08-25 18:32:45,912 INFO [train.py:927] (7/8) Epoch 9, batch 19650, giga_loss[loss=0.1933, simple_loss=0.2857, pruned_loss=0.05052, over 12422.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0391, over 133.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2951, pruned_loss=0.05828, over 2476369.04 frames. utt_duration=426.1 frames, utt_pad_proportion=0.06663, over 23312.15 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.302, pruned_loss=0.0728, over 2465891.69 frames. utt_duration=1268 frames, utt_pad_proportion=0.04761, over 7785.59 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2939, pruned_loss=0.05622, over 2478303.38 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06815, over 25613.34 utterances.], batch size: 133, lr: 3.90e-04
2022-08-25 18:35:11,154 INFO [train.py:927] (7/8) Epoch 9, batch 19700, giga_loss[loss=0.1744, simple_loss=0.2744, pruned_loss=0.03719, over 12375.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.02894, over 58.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2932, pruned_loss=0.0572, over 2477027.70 frames. utt_duration=436.4 frames, utt_pad_proportion=0.06357, over 22765.94 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3022, pruned_loss=0.07278, over 2466029.07 frames. utt_duration=1268 frames, utt_pad_proportion=0.04785, over 7786.67 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2921, pruned_loss=0.05548, over 2478528.89 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06502, over 24718.89 utterances.], batch size: 58, lr: 3.90e-04
2022-08-25 18:37:16,729 INFO [train.py:927] (7/8) Epoch 9, batch 19750, giga_loss[loss=0.1999, simple_loss=0.3009, pruned_loss=0.04945, over 12439.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05659, over 182.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2922, pruned_loss=0.05646, over 2477004.51 frames. utt_duration=438.3 frames, utt_pad_proportion=0.06438, over 22666.84 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3023, pruned_loss=0.07286, over 2466364.43 frames. utt_duration=1257 frames, utt_pad_proportion=0.05146, over 7855.24 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2909, pruned_loss=0.05461, over 2478147.84 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06449, over 24500.05 utterances.], batch size: 182, lr: 3.90e-04
2022-08-25 18:39:16,051 INFO [train.py:927] (7/8) Epoch 9, batch 19800, giga_loss[loss=0.1995, simple_loss=0.2908, pruned_loss=0.05405, over 12359.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03204, over 62.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.294, pruned_loss=0.05749, over 2477245.81 frames. utt_duration=434.5 frames, utt_pad_proportion=0.06589, over 22869.72 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3021, pruned_loss=0.07286, over 2466376.61 frames. utt_duration=1261 frames, utt_pad_proportion=0.05095, over 7830.55 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2931, pruned_loss=0.05583, over 2478275.59 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06608, over 24539.21 utterances.], batch size: 62, lr: 3.90e-04
2022-08-25 18:41:06,119 INFO [train.py:927] (7/8) Epoch 9, batch 19850, giga_loss[loss=0.2192, simple_loss=0.3044, pruned_loss=0.06701, over 12424.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05011, over 161.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.05787, over 2477740.84 frames. utt_duration=425.5 frames, utt_pad_proportion=0.06677, over 23359.25 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3023, pruned_loss=0.07295, over 2466430.29 frames. utt_duration=1262 frames, utt_pad_proportion=0.05036, over 7825.13 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2918, pruned_loss=0.05628, over 2478636.61 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06708, over 24874.15 utterances.], batch size: 161, lr: 3.90e-04
2022-08-25 18:43:00,676 INFO [train.py:927] (7/8) Epoch 9, batch 19900, giga_loss[loss=0.2167, simple_loss=0.3156, pruned_loss=0.05888, over 12371.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02708, over 66.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2951, pruned_loss=0.05937, over 2477149.51 frames. utt_duration=424.3 frames, utt_pad_proportion=0.07011, over 23417.59 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3028, pruned_loss=0.07341, over 2466443.81 frames. utt_duration=1239 frames, utt_pad_proportion=0.05817, over 7974.93 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2935, pruned_loss=0.05721, over 2478211.21 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06827, over 25011.66 utterances.], batch size: 66, lr: 3.90e-04
2022-08-25 18:44:43,723 INFO [train.py:927] (7/8) Epoch 9, batch 19950, giga_loss[loss=0.2461, simple_loss=0.3251, pruned_loss=0.08357, over 12432.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05159, over 162.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3026, pruned_loss=0.06422, over 2476405.11 frames. utt_duration=427.9 frames, utt_pad_proportion=0.06901, over 23219.81 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3026, pruned_loss=0.07328, over 2466156.31 frames. utt_duration=1243 frames, utt_pad_proportion=0.05734, over 7945.62 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.3015, pruned_loss=0.0624, over 2477684.36 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06787, over 24764.49 utterances.], batch size: 162, lr: 3.90e-04
2022-08-25 18:46:24,697 INFO [train.py:927] (7/8) Epoch 9, batch 20000, giga_loss[loss=0.1937, simple_loss=0.2794, pruned_loss=0.05403, over 12452.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04404, over 34.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3004, pruned_loss=0.06433, over 2476295.53 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07304, over 22604.74 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3025, pruned_loss=0.07326, over 2466520.56 frames. utt_duration=1243 frames, utt_pad_proportion=0.0568, over 7946.26 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2995, pruned_loss=0.0627, over 2477207.86 frames. utt_duration=411.3 frames, utt_pad_proportion=0.07214, over 24166.18 utterances.], batch size: 34, lr: 3.90e-04
2022-08-25 18:48:09,990 INFO [train.py:927] (7/8) Epoch 9, batch 20050, giga_loss[loss=0.1603, simple_loss=0.2352, pruned_loss=0.04271, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03022, over 45.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2946, pruned_loss=0.06244, over 2475775.19 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07369, over 22515.10 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3027, pruned_loss=0.07332, over 2466690.14 frames. utt_duration=1241 frames, utt_pad_proportion=0.05671, over 7961.28 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2937, pruned_loss=0.06091, over 2476517.20 frames. utt_duration=413.9 frames, utt_pad_proportion=0.0731, over 24011.96 utterances.], batch size: 45, lr: 3.90e-04
2022-08-25 18:49:52,262 INFO [train.py:927] (7/8) Epoch 9, batch 20100, giga_loss[loss=0.1591, simple_loss=0.2423, pruned_loss=0.03796, over 12444.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03477, over 86.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2862, pruned_loss=0.05906, over 2476264.38 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07261, over 21734.72 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3027, pruned_loss=0.07339, over 2467031.83 frames. utt_duration=1238 frames, utt_pad_proportion=0.05676, over 7981.21 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2851, pruned_loss=0.05751, over 2476756.30 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07231, over 23225.65 utterances.], batch size: 86, lr: 3.90e-04
2022-08-25 18:51:35,239 INFO [train.py:927] (7/8) Epoch 9, batch 20150, giga_loss[loss=0.189, simple_loss=0.2586, pruned_loss=0.05973, over 12422.00 frames. utt_duration=547.5 frames, utt_pad_proportion=0.02398, over 91.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2799, pruned_loss=0.05672, over 2476548.03 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07318, over 21222.96 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3026, pruned_loss=0.0734, over 2467283.99 frames. utt_duration=1228 frames, utt_pad_proportion=0.06076, over 8044.64 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2789, pruned_loss=0.05526, over 2476843.76 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07167, over 22516.66 utterances.], batch size: 91, lr: 3.90e-04
2022-08-25 18:53:19,150 INFO [train.py:927] (7/8) Epoch 9, batch 20200, giga_loss[loss=0.2147, simple_loss=0.2953, pruned_loss=0.06698, over 12424.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06662, over 184.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2747, pruned_loss=0.05463, over 2475591.78 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07063, over 20825.28 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3021, pruned_loss=0.07315, over 2467125.30 frames. utt_duration=1229 frames, utt_pad_proportion=0.06039, over 8036.44 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2738, pruned_loss=0.05328, over 2476185.95 frames. utt_duration=448 frames, utt_pad_proportion=0.06976, over 22178.63 utterances.], batch size: 184, lr: 3.90e-04
2022-08-25 18:55:00,060 INFO [train.py:927] (7/8) Epoch 9, batch 20250, giga_loss[loss=0.1477, simple_loss=0.229, pruned_loss=0.03318, over 12411.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04852, over 34.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2708, pruned_loss=0.05348, over 2474363.33 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06922, over 19704.97 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3022, pruned_loss=0.0734, over 2467309.40 frames. utt_duration=1223 frames, utt_pad_proportion=0.06322, over 8079.28 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.269, pruned_loss=0.05158, over 2474911.19 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06784, over 21147.11 utterances.], batch size: 34, lr: 3.90e-04
2022-08-25 18:56:40,908 INFO [train.py:927] (7/8) Epoch 9, batch 20300, giga_loss[loss=0.1517, simple_loss=0.2353, pruned_loss=0.03402, over 12251.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03703, over 28.00 utterances.], tot_loss[loss=0.1832, simple_loss=0.2648, pruned_loss=0.05077, over 2474083.57 frames. utt_duration=496.8 frames, utt_pad_proportion=0.0729, over 19976.87 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.07316, over 2467193.99 frames. utt_duration=1227 frames, utt_pad_proportion=0.06267, over 8051.21 utterances.], giga_tot_loss[loss=0.1809, simple_loss=0.2633, pruned_loss=0.04921, over 2474708.85 frames. utt_duration=466.4 frames, utt_pad_proportion=0.0718, over 21288.26 utterances.], batch size: 28, lr: 3.90e-04
2022-08-25 18:58:19,236 INFO [train.py:927] (7/8) Epoch 9, batch 20350, giga_loss[loss=0.1669, simple_loss=0.2496, pruned_loss=0.04216, over 12171.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03444, over 39.00 utterances.], tot_loss[loss=0.1796, simple_loss=0.2608, pruned_loss=0.04924, over 2473562.55 frames. utt_duration=509.7 frames, utt_pad_proportion=0.07201, over 19466.55 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3013, pruned_loss=0.07288, over 2466782.66 frames. utt_duration=1233 frames, utt_pad_proportion=0.06103, over 8011.05 utterances.], giga_tot_loss[loss=0.177, simple_loss=0.2589, pruned_loss=0.04752, over 2474647.63 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07188, over 20932.29 utterances.], batch size: 39, lr: 3.90e-04
2022-08-25 18:59:59,881 INFO [train.py:927] (7/8) Epoch 9, batch 20400, giga_loss[loss=0.1468, simple_loss=0.2318, pruned_loss=0.03087, over 12408.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02803, over 58.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2666, pruned_loss=0.05285, over 2473642.06 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06796, over 19298.00 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3014, pruned_loss=0.07327, over 2467165.06 frames. utt_duration=1233 frames, utt_pad_proportion=0.05973, over 8011.18 utterances.], giga_tot_loss[loss=0.1819, simple_loss=0.2634, pruned_loss=0.05016, over 2474436.26 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06872, over 20952.64 utterances.], batch size: 58, lr: 3.90e-04
2022-08-25 19:01:41,302 INFO [train.py:927] (7/8) Epoch 9, batch 20450, giga_loss[loss=0.2074, simple_loss=0.2889, pruned_loss=0.06295, over 12388.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04132, over 31.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.278, pruned_loss=0.05849, over 2474327.65 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06318, over 18739.51 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3014, pruned_loss=0.07349, over 2467431.29 frames. utt_duration=1234 frames, utt_pad_proportion=0.05922, over 8005.94 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2749, pruned_loss=0.05583, over 2474843.02 frames. utt_duration=490 frames, utt_pad_proportion=0.06433, over 20261.99 utterances.], batch size: 31, lr: 3.90e-04
2022-08-25 19:03:23,443 INFO [train.py:927] (7/8) Epoch 9, batch 20500, giga_loss[loss=0.2148, simple_loss=0.2998, pruned_loss=0.06493, over 12409.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02485, over 48.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2856, pruned_loss=0.06102, over 2474693.58 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06005, over 18561.43 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3015, pruned_loss=0.07362, over 2467641.69 frames. utt_duration=1236 frames, utt_pad_proportion=0.05835, over 7996.97 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2827, pruned_loss=0.05857, over 2475052.17 frames. utt_duration=497.5 frames, utt_pad_proportion=0.0615, over 19960.78 utterances.], batch size: 48, lr: 3.90e-04
2022-08-25 19:05:07,558 INFO [train.py:927] (7/8) Epoch 9, batch 20550, giga_loss[loss=0.2385, simple_loss=0.3202, pruned_loss=0.07842, over 12431.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04807, over 161.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2894, pruned_loss=0.06215, over 2473655.80 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06534, over 19148.92 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3018, pruned_loss=0.07374, over 2467764.39 frames. utt_duration=1235 frames, utt_pad_proportion=0.05802, over 8001.87 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2864, pruned_loss=0.0598, over 2473964.94 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06635, over 20511.77 utterances.], batch size: 161, lr: 3.89e-04
2022-08-25 19:06:50,646 INFO [train.py:927] (7/8) Epoch 9, batch 20600, giga_loss[loss=0.227, simple_loss=0.3092, pruned_loss=0.07245, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2932, pruned_loss=0.06436, over 2473547.83 frames. utt_duration=532.7 frames, utt_pad_proportion=0.0683, over 18625.79 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.302, pruned_loss=0.07392, over 2467791.86 frames. utt_duration=1224 frames, utt_pad_proportion=0.06209, over 8077.56 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2905, pruned_loss=0.06217, over 2473895.31 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06772, over 19844.67 utterances.], batch size: 97, lr: 3.89e-04
2022-08-25 19:08:30,807 INFO [train.py:927] (7/8) Epoch 9, batch 20650, giga_loss[loss=0.2243, simple_loss=0.3089, pruned_loss=0.06987, over 12258.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02829, over 54.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2967, pruned_loss=0.06561, over 2473237.71 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06656, over 18400.75 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3016, pruned_loss=0.07369, over 2467529.00 frames. utt_duration=1230 frames, utt_pad_proportion=0.06099, over 8037.06 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2948, pruned_loss=0.06387, over 2473866.36 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06662, over 19639.73 utterances.], batch size: 54, lr: 3.89e-04
2022-08-25 19:10:12,587 INFO [train.py:927] (7/8) Epoch 9, batch 20700, giga_loss[loss=0.1825, simple_loss=0.284, pruned_loss=0.04052, over 12346.00 frames. utt_duration=707 frames, utt_pad_proportion=0.0302, over 70.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3, pruned_loss=0.06612, over 2473704.32 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06327, over 18281.08 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3017, pruned_loss=0.07378, over 2467622.63 frames. utt_duration=1220 frames, utt_pad_proportion=0.0644, over 8101.32 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2984, pruned_loss=0.06461, over 2474171.01 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06225, over 19290.74 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:11:54,857 INFO [train.py:927] (7/8) Epoch 9, batch 20750, giga_loss[loss=0.2303, simple_loss=0.3154, pruned_loss=0.07262, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03056, over 42.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3016, pruned_loss=0.06603, over 2474078.74 frames. utt_duration=552 frames, utt_pad_proportion=0.063, over 17976.15 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3018, pruned_loss=0.07383, over 2468097.37 frames. utt_duration=1225 frames, utt_pad_proportion=0.06299, over 8070.77 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3001, pruned_loss=0.06455, over 2474195.88 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06273, over 19084.02 utterances.], batch size: 42, lr: 3.89e-04
2022-08-25 19:13:34,833 INFO [train.py:927] (7/8) Epoch 9, batch 20800, giga_loss[loss=0.2089, simple_loss=0.303, pruned_loss=0.05743, over 12463.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03281, over 86.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3021, pruned_loss=0.06557, over 2474440.00 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05964, over 17367.16 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3019, pruned_loss=0.07391, over 2467972.12 frames. utt_duration=1216 frames, utt_pad_proportion=0.06666, over 8126.07 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3009, pruned_loss=0.06416, over 2474769.21 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05798, over 18366.26 utterances.], batch size: 86, lr: 3.89e-04
2022-08-25 19:15:17,812 INFO [train.py:927] (7/8) Epoch 9, batch 20850, giga_loss[loss=0.2238, simple_loss=0.2938, pruned_loss=0.07694, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03147, over 42.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3038, pruned_loss=0.06824, over 2473505.17 frames. utt_duration=574.9 frames, utt_pad_proportion=0.06279, over 17256.34 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3013, pruned_loss=0.07365, over 2467755.44 frames. utt_duration=1224 frames, utt_pad_proportion=0.06528, over 8073.99 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3033, pruned_loss=0.06715, over 2474100.09 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06175, over 18353.65 utterances.], batch size: 42, lr: 3.89e-04
2022-08-25 19:17:01,819 INFO [train.py:927] (7/8) Epoch 9, batch 20900, giga_loss[loss=0.2231, simple_loss=0.3094, pruned_loss=0.06843, over 12323.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02829, over 74.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3033, pruned_loss=0.0695, over 2473322.81 frames. utt_duration=572 frames, utt_pad_proportion=0.06768, over 17340.78 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3009, pruned_loss=0.07357, over 2467557.06 frames. utt_duration=1230 frames, utt_pad_proportion=0.06388, over 8032.40 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3034, pruned_loss=0.06858, over 2474114.19 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06713, over 18499.37 utterances.], batch size: 74, lr: 3.89e-04
2022-08-25 19:18:46,129 INFO [train.py:927] (7/8) Epoch 9, batch 20950, giga_loss[loss=0.2241, simple_loss=0.312, pruned_loss=0.06806, over 12385.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04509, over 146.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3038, pruned_loss=0.07039, over 2473608.45 frames. utt_duration=562 frames, utt_pad_proportion=0.07006, over 17652.53 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3011, pruned_loss=0.07369, over 2467728.79 frames. utt_duration=1228 frames, utt_pad_proportion=0.06358, over 8051.13 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3038, pruned_loss=0.06947, over 2474226.34 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06969, over 18775.22 utterances.], batch size: 146, lr: 3.89e-04
2022-08-25 19:20:38,928 INFO [train.py:927] (7/8) Epoch 9, batch 21000, giga_loss[loss=0.1962, simple_loss=0.2742, pruned_loss=0.05904, over 12257.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02815, over 54.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3019, pruned_loss=0.06908, over 2472754.83 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06663, over 17840.27 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3011, pruned_loss=0.07369, over 2467728.79 frames. utt_duration=1228 frames, utt_pad_proportion=0.06358, over 8051.13 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3018, pruned_loss=0.06836, over 2473235.74 frames. utt_duration=530.1 frames, utt_pad_proportion=0.0665, over 18714.07 utterances.], batch size: 54, lr: 3.89e-04
2022-08-25 19:20:38,929 INFO [train.py:958] (7/8) Computing validation loss
2022-08-25 19:20:52,828 INFO [train.py:967] (7/8) 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 19:22:35,502 INFO [train.py:927] (7/8) Epoch 9, batch 21050, giga_loss[loss=0.2165, simple_loss=0.2958, pruned_loss=0.06857, over 12375.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.0281, over 70.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2974, pruned_loss=0.06678, over 2473323.47 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06702, over 18079.83 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.301, pruned_loss=0.07357, over 2467847.62 frames. utt_duration=1232 frames, utt_pad_proportion=0.06241, over 8019.20 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2974, pruned_loss=0.06618, over 2473718.83 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06737, over 19031.93 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:24:18,041 INFO [train.py:927] (7/8) Epoch 9, batch 21100, giga_loss[loss=0.1768, simple_loss=0.2594, pruned_loss=0.04713, over 12355.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.0322, over 58.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2941, pruned_loss=0.06546, over 2473720.24 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06644, over 18263.24 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3006, pruned_loss=0.07324, over 2468124.61 frames. utt_duration=1238 frames, utt_pad_proportion=0.06089, over 7981.87 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2943, pruned_loss=0.06505, over 2473969.44 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06736, over 19397.17 utterances.], batch size: 58, lr: 3.89e-04
2022-08-25 19:26:01,879 INFO [train.py:927] (7/8) Epoch 9, batch 21150, giga_loss[loss=0.2165, simple_loss=0.3017, pruned_loss=0.06563, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04152, over 146.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2942, pruned_loss=0.0654, over 2472025.05 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06294, over 17470.75 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3005, pruned_loss=0.07321, over 2467761.31 frames. utt_duration=1229 frames, utt_pad_proportion=0.06366, over 8042.24 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2942, pruned_loss=0.06481, over 2472727.22 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06293, over 18696.02 utterances.], batch size: 146, lr: 3.89e-04
2022-08-25 19:27:43,646 INFO [train.py:927] (7/8) Epoch 9, batch 21200, giga_loss[loss=0.2073, simple_loss=0.2953, pruned_loss=0.05968, over 12362.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03619, over 122.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.291, pruned_loss=0.06428, over 2472286.35 frames. utt_duration=590.5 frames, utt_pad_proportion=0.06149, over 16789.22 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2996, pruned_loss=0.07278, over 2467916.12 frames. utt_duration=1235 frames, utt_pad_proportion=0.06254, over 8002.16 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2916, pruned_loss=0.06393, over 2472848.38 frames. utt_duration=548 frames, utt_pad_proportion=0.06204, over 18099.35 utterances.], batch size: 122, lr: 3.89e-04
2022-08-25 19:29:26,796 INFO [train.py:927] (7/8) Epoch 9, batch 21250, giga_loss[loss=0.1976, simple_loss=0.2755, pruned_loss=0.05986, over 12299.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03679, over 51.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2882, pruned_loss=0.0631, over 2472198.71 frames. utt_duration=608.7 frames, utt_pad_proportion=0.05929, over 16286.74 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3, pruned_loss=0.07329, over 2468194.15 frames. utt_duration=1226 frames, utt_pad_proportion=0.06648, over 8065.92 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2881, pruned_loss=0.06218, over 2472471.16 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05819, over 17429.92 utterances.], batch size: 51, lr: 3.89e-04
2022-08-25 19:31:07,178 INFO [train.py:927] (7/8) Epoch 9, batch 21300, giga_loss[loss=0.211, simple_loss=0.2859, pruned_loss=0.0681, over 12463.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03428, over 86.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2857, pruned_loss=0.06243, over 2473012.59 frames. utt_duration=612.6 frames, utt_pad_proportion=0.05648, over 16187.11 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2999, pruned_loss=0.07318, over 2468193.58 frames. utt_duration=1225 frames, utt_pad_proportion=0.06574, over 8067.08 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2854, pruned_loss=0.06151, over 2473355.35 frames. utt_duration=572.7 frames, utt_pad_proportion=0.05595, over 17319.75 utterances.], batch size: 86, lr: 3.89e-04
2022-08-25 19:32:50,531 INFO [train.py:927] (7/8) Epoch 9, batch 21350, giga_loss[loss=0.1778, simple_loss=0.2641, pruned_loss=0.04571, over 12380.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02734, over 70.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2835, pruned_loss=0.0617, over 2472427.88 frames. utt_duration=608.9 frames, utt_pad_proportion=0.0578, over 16280.92 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3004, pruned_loss=0.07356, over 2468430.93 frames. utt_duration=1216 frames, utt_pad_proportion=0.06863, over 8126.69 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2821, pruned_loss=0.0601, over 2472707.97 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05596, over 17546.51 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:34:32,000 INFO [train.py:927] (7/8) Epoch 9, batch 21400, giga_loss[loss=0.2055, simple_loss=0.2825, pruned_loss=0.06429, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02661, over 48.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2825, pruned_loss=0.0613, over 2472197.88 frames. utt_duration=613.6 frames, utt_pad_proportion=0.05765, over 16155.30 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3016, pruned_loss=0.07391, over 2468848.23 frames. utt_duration=1220 frames, utt_pad_proportion=0.06702, over 8101.26 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2798, pruned_loss=0.05938, over 2472132.20 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05669, over 17400.09 utterances.], batch size: 48, lr: 3.89e-04
2022-08-25 19:36:18,037 INFO [train.py:927] (7/8) Epoch 9, batch 21450, giga_loss[loss=0.1917, simple_loss=0.2646, pruned_loss=0.05946, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03851, over 37.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2811, pruned_loss=0.06055, over 2472414.85 frames. utt_duration=632.4 frames, utt_pad_proportion=0.05442, over 15676.57 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3013, pruned_loss=0.07368, over 2468558.69 frames. utt_duration=1221 frames, utt_pad_proportion=0.06631, over 8097.24 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2788, pruned_loss=0.05899, over 2472708.38 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05404, over 16812.72 utterances.], batch size: 37, lr: 3.89e-04
2022-08-25 19:38:02,512 INFO [train.py:927] (7/8) Epoch 9, batch 21500, giga_loss[loss=0.2401, simple_loss=0.3219, pruned_loss=0.07908, over 12385.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02563, over 66.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2851, pruned_loss=0.06285, over 2472694.30 frames. utt_duration=638.3 frames, utt_pad_proportion=0.05406, over 15533.12 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3011, pruned_loss=0.07369, over 2468560.38 frames. utt_duration=1216 frames, utt_pad_proportion=0.06887, over 8128.83 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2828, pruned_loss=0.06114, over 2473061.71 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05249, over 16685.52 utterances.], batch size: 66, lr: 3.89e-04
2022-08-25 19:39:42,728 INFO [train.py:927] (7/8) Epoch 9, batch 21550, giga_loss[loss=0.206, simple_loss=0.2961, pruned_loss=0.05797, over 12349.00 frames. utt_duration=1766 frames, utt_pad_proportion=0.02929, over 28.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2904, pruned_loss=0.0657, over 2472762.98 frames. utt_duration=635.2 frames, utt_pad_proportion=0.05219, over 15607.29 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3006, pruned_loss=0.07354, over 2468537.14 frames. utt_duration=1223 frames, utt_pad_proportion=0.06718, over 8081.12 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2886, pruned_loss=0.06417, over 2473222.49 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05159, over 16815.40 utterances.], batch size: 28, lr: 3.89e-04
2022-08-25 19:41:25,975 INFO [train.py:927] (7/8) Epoch 9, batch 21600, giga_loss[loss=0.2266, simple_loss=0.3131, pruned_loss=0.0701, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02997, over 45.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2961, pruned_loss=0.06742, over 2472886.56 frames. utt_duration=617.9 frames, utt_pad_proportion=0.05407, over 16048.15 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3012, pruned_loss=0.07393, over 2468688.04 frames. utt_duration=1203 frames, utt_pad_proportion=0.07395, over 8217.94 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2939, pruned_loss=0.06567, over 2473212.33 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05005, over 17056.30 utterances.], batch size: 45, lr: 3.89e-04
2022-08-25 19:43:07,323 INFO [train.py:927] (7/8) Epoch 9, batch 21650, libri_loss[loss=0.2512, simple_loss=0.3235, pruned_loss=0.0894, over 12456.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005423, over 35.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3009, pruned_loss=0.0694, over 2473003.97 frames. utt_duration=601 frames, utt_pad_proportion=0.06114, over 16501.33 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3011, pruned_loss=0.07389, over 2468867.11 frames. utt_duration=1209 frames, utt_pad_proportion=0.07177, over 8176.10 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.299, pruned_loss=0.06781, over 2473243.85 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05818, over 17635.48 utterances.], batch size: 35, lr: 3.89e-04
2022-08-25 19:44:49,615 INFO [train.py:927] (7/8) Epoch 9, batch 21700, giga_loss[loss=0.2161, simple_loss=0.2999, pruned_loss=0.06619, over 12411.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04071, over 37.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3001, pruned_loss=0.06785, over 2473359.34 frames. utt_duration=596 frames, utt_pad_proportion=0.05765, over 16640.79 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3011, pruned_loss=0.07393, over 2468705.35 frames. utt_duration=1218 frames, utt_pad_proportion=0.06972, over 8119.03 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2986, pruned_loss=0.06636, over 2473844.51 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05617, over 17896.40 utterances.], batch size: 37, lr: 3.89e-04
2022-08-25 19:46:33,141 INFO [train.py:927] (7/8) Epoch 9, batch 21750, giga_loss[loss=0.2087, simple_loss=0.3003, pruned_loss=0.05853, over 12403.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03582, over 113.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2992, pruned_loss=0.06683, over 2473350.83 frames. utt_duration=586.9 frames, utt_pad_proportion=0.0638, over 16898.73 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3009, pruned_loss=0.07376, over 2468717.34 frames. utt_duration=1221 frames, utt_pad_proportion=0.06866, over 8097.82 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2982, pruned_loss=0.06568, over 2473809.20 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06261, over 18061.25 utterances.], batch size: 113, lr: 3.88e-04
2022-08-25 19:48:17,897 INFO [train.py:927] (7/8) Epoch 9, batch 21800, giga_loss[loss=0.242, simple_loss=0.3207, pruned_loss=0.08162, over 12366.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02754, over 66.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3017, pruned_loss=0.06791, over 2473557.64 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05945, over 16549.47 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.301, pruned_loss=0.07387, over 2468913.77 frames. utt_duration=1224 frames, utt_pad_proportion=0.06741, over 8078.68 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3008, pruned_loss=0.06676, over 2473843.35 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05917, over 17676.79 utterances.], batch size: 66, lr: 3.88e-04
2022-08-25 19:50:01,116 INFO [train.py:927] (7/8) Epoch 9, batch 21850, giga_loss[loss=0.2489, simple_loss=0.3241, pruned_loss=0.08685, over 12421.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06139, over 183.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3034, pruned_loss=0.0693, over 2473510.65 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06891, over 18189.73 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.301, pruned_loss=0.07387, over 2468825.37 frames. utt_duration=1224 frames, utt_pad_proportion=0.06725, over 8079.84 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3027, pruned_loss=0.06834, over 2473870.11 frames. utt_duration=518 frames, utt_pad_proportion=0.06831, over 19159.39 utterances.], batch size: 183, lr: 3.88e-04
2022-08-25 19:51:45,674 INFO [train.py:927] (7/8) Epoch 9, batch 21900, giga_loss[loss=0.2038, simple_loss=0.287, pruned_loss=0.06032, over 12430.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03835, over 37.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3045, pruned_loss=0.07061, over 2473197.50 frames. utt_duration=537.1 frames, utt_pad_proportion=0.07135, over 18469.38 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3011, pruned_loss=0.07386, over 2468673.00 frames. utt_duration=1223 frames, utt_pad_proportion=0.06669, over 8086.12 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3039, pruned_loss=0.06978, over 2473721.77 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07099, over 19475.89 utterances.], batch size: 37, lr: 3.88e-04
2022-08-25 19:53:29,898 INFO [train.py:927] (7/8) Epoch 9, batch 21950, giga_loss[loss=0.2079, simple_loss=0.2952, pruned_loss=0.06031, over 12454.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03065, over 80.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3053, pruned_loss=0.07075, over 2472216.06 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06547, over 17032.26 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3011, pruned_loss=0.07391, over 2468627.64 frames. utt_duration=1224 frames, utt_pad_proportion=0.06497, over 8079.28 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.305, pruned_loss=0.06992, over 2472829.03 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06621, over 18207.94 utterances.], batch size: 80, lr: 3.88e-04
2022-08-25 19:55:12,109 INFO [train.py:927] (7/8) Epoch 9, batch 22000, giga_loss[loss=0.2211, simple_loss=0.3043, pruned_loss=0.06893, over 12428.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03842, over 105.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3057, pruned_loss=0.07053, over 2471555.08 frames. utt_duration=601.8 frames, utt_pad_proportion=0.06094, over 16468.94 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3012, pruned_loss=0.07396, over 2468469.90 frames. utt_duration=1226 frames, utt_pad_proportion=0.06448, over 8064.53 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3054, pruned_loss=0.06981, over 2472212.76 frames. utt_duration=567 frames, utt_pad_proportion=0.06199, over 17487.79 utterances.], batch size: 105, lr: 3.88e-04
2022-08-25 19:56:55,121 INFO [train.py:927] (7/8) Epoch 9, batch 22050, libri_loss[loss=0.1919, simple_loss=0.2571, pruned_loss=0.06339, over 12276.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01089, over 28.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3037, pruned_loss=0.06992, over 2471084.10 frames. utt_duration=610.2 frames, utt_pad_proportion=0.0615, over 16239.46 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3011, pruned_loss=0.07391, over 2468176.56 frames. utt_duration=1228 frames, utt_pad_proportion=0.06385, over 8051.44 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3037, pruned_loss=0.06929, over 2471976.20 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06253, over 17290.60 utterances.], batch size: 28, lr: 3.88e-04
2022-08-25 19:58:37,912 INFO [train.py:927] (7/8) Epoch 9, batch 22100, giga_loss[loss=0.2506, simple_loss=0.3087, pruned_loss=0.09626, over 12353.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2038, over 369.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3025, pruned_loss=0.06978, over 2471546.61 frames. utt_duration=634 frames, utt_pad_proportion=0.06109, over 15630.86 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3009, pruned_loss=0.07375, over 2468532.43 frames. utt_duration=1230 frames, utt_pad_proportion=0.06271, over 8038.13 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3028, pruned_loss=0.06925, over 2472077.66 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06241, over 16777.36 utterances.], batch size: 369, lr: 3.88e-04
2022-08-25 20:00:18,810 INFO [train.py:927] (7/8) Epoch 9, batch 22150, libri_loss[loss=0.2302, simple_loss=0.3075, pruned_loss=0.07645, over 12258.00 frames. utt_duration=962.9 frames, utt_pad_proportion=0.06607, over 51.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3035, pruned_loss=0.07022, over 2472159.61 frames. utt_duration=650.2 frames, utt_pad_proportion=0.06208, over 15243.45 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.301, pruned_loss=0.07379, over 2468861.38 frames. utt_duration=1221 frames, utt_pad_proportion=0.06493, over 8101.01 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3037, pruned_loss=0.06962, over 2472437.20 frames. utt_duration=603.7 frames, utt_pad_proportion=0.06213, over 16424.04 utterances.], batch size: 51, lr: 3.88e-04
2022-08-25 20:02:02,976 INFO [train.py:927] (7/8) Epoch 9, batch 22200, giga_loss[loss=0.2086, simple_loss=0.2955, pruned_loss=0.06087, over 12248.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03721, over 28.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3042, pruned_loss=0.0705, over 2471798.67 frames. utt_duration=631 frames, utt_pad_proportion=0.06559, over 15705.55 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3009, pruned_loss=0.07382, over 2468714.30 frames. utt_duration=1222 frames, utt_pad_proportion=0.06429, over 8089.50 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3045, pruned_loss=0.06995, over 2472212.29 frames. utt_duration=591.6 frames, utt_pad_proportion=0.06573, over 16756.96 utterances.], batch size: 28, lr: 3.88e-04
2022-08-25 20:03:45,751 INFO [train.py:927] (7/8) Epoch 9, batch 22250, giga_loss[loss=0.218, simple_loss=0.2983, pruned_loss=0.06882, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03395, over 39.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.304, pruned_loss=0.07033, over 2471112.35 frames. utt_duration=639.5 frames, utt_pad_proportion=0.0636, over 15492.38 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3012, pruned_loss=0.07391, over 2468836.56 frames. utt_duration=1213 frames, utt_pad_proportion=0.06765, over 8150.18 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.304, pruned_loss=0.06971, over 2471399.70 frames. utt_duration=601.4 frames, utt_pad_proportion=0.06239, over 16479.60 utterances.], batch size: 39, lr: 3.88e-04
2022-08-25 20:05:28,042 INFO [train.py:927] (7/8) Epoch 9, batch 22300, giga_loss[loss=0.2332, simple_loss=0.3086, pruned_loss=0.07891, over 12422.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03879, over 105.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3016, pruned_loss=0.06951, over 2471510.95 frames. utt_duration=636.3 frames, utt_pad_proportion=0.0654, over 15572.31 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3014, pruned_loss=0.07401, over 2468849.15 frames. utt_duration=1219 frames, utt_pad_proportion=0.06615, over 8113.22 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3014, pruned_loss=0.06878, over 2471773.75 frames. utt_duration=597.1 frames, utt_pad_proportion=0.065, over 16600.68 utterances.], batch size: 105, lr: 3.88e-04
2022-08-25 20:07:09,907 INFO [train.py:927] (7/8) Epoch 9, batch 22350, giga_loss[loss=0.2649, simple_loss=0.3258, pruned_loss=0.102, over 12349.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.1989, over 371.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3005, pruned_loss=0.06944, over 2471687.18 frames. utt_duration=621.7 frames, utt_pad_proportion=0.06892, over 15939.68 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3015, pruned_loss=0.0742, over 2469210.17 frames. utt_duration=1221 frames, utt_pad_proportion=0.06459, over 8096.86 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3002, pruned_loss=0.06851, over 2471682.96 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06909, over 17108.63 utterances.], batch size: 371, lr: 3.88e-04
2022-08-25 20:08:51,898 INFO [train.py:927] (7/8) Epoch 9, batch 22400, giga_loss[loss=0.1954, simple_loss=0.2797, pruned_loss=0.05552, over 12321.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03263, over 85.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2965, pruned_loss=0.06775, over 2471903.71 frames. utt_duration=639.2 frames, utt_pad_proportion=0.06757, over 15505.00 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3012, pruned_loss=0.07422, over 2468986.91 frames. utt_duration=1216 frames, utt_pad_proportion=0.06793, over 8132.58 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2965, pruned_loss=0.06688, over 2472174.46 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06638, over 16585.83 utterances.], batch size: 85, lr: 3.88e-04
2022-08-25 20:10:34,453 INFO [train.py:927] (7/8) Epoch 9, batch 22450, giga_loss[loss=0.1854, simple_loss=0.2708, pruned_loss=0.05003, over 12355.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03206, over 58.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2935, pruned_loss=0.06615, over 2472530.63 frames. utt_duration=642.3 frames, utt_pad_proportion=0.06254, over 15432.97 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3008, pruned_loss=0.07403, over 2468918.06 frames. utt_duration=1223 frames, utt_pad_proportion=0.06597, over 8082.16 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2937, pruned_loss=0.06537, over 2472950.41 frames. utt_duration=596.6 frames, utt_pad_proportion=0.06272, over 16622.80 utterances.], batch size: 58, lr: 3.88e-04
2022-08-25 20:12:16,209 INFO [train.py:927] (7/8) Epoch 9, batch 22500, giga_loss[loss=0.211, simple_loss=0.3041, pruned_loss=0.05895, over 12373.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03941, over 145.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2934, pruned_loss=0.0664, over 2472121.01 frames. utt_duration=610.6 frames, utt_pad_proportion=0.06518, over 16235.18 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3009, pruned_loss=0.07416, over 2468521.67 frames. utt_duration=1227 frames, utt_pad_proportion=0.06492, over 8057.46 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2933, pruned_loss=0.06545, over 2472901.08 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06565, over 17395.57 utterances.], batch size: 145, lr: 3.88e-04
2022-08-25 20:13:58,961 INFO [train.py:927] (7/8) Epoch 9, batch 22550, giga_loss[loss=0.223, simple_loss=0.3144, pruned_loss=0.06579, over 12353.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02952, over 91.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2953, pruned_loss=0.06697, over 2473162.98 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06716, over 17152.70 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3006, pruned_loss=0.07395, over 2468618.37 frames. utt_duration=1231 frames, utt_pad_proportion=0.06424, over 8032.71 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2954, pruned_loss=0.06631, over 2473742.09 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06772, over 18214.08 utterances.], batch size: 91, lr: 3.88e-04
2022-08-25 20:15:38,215 INFO [train.py:927] (7/8) Epoch 9, batch 22600, giga_loss[loss=0.2235, simple_loss=0.312, pruned_loss=0.06751, over 12369.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.0313, over 97.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2953, pruned_loss=0.06596, over 2473740.57 frames. utt_duration=566.1 frames, utt_pad_proportion=0.0623, over 17525.58 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3003, pruned_loss=0.07389, over 2468750.19 frames. utt_duration=1235 frames, utt_pad_proportion=0.06349, over 8005.18 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2956, pruned_loss=0.06533, over 2474211.06 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06328, over 18616.17 utterances.], batch size: 97, lr: 3.88e-04
2022-08-25 20:17:19,160 INFO [train.py:927] (7/8) Epoch 9, batch 22650, giga_loss[loss=0.1884, simple_loss=0.2764, pruned_loss=0.0502, over 12332.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03361, over 85.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2941, pruned_loss=0.06455, over 2474568.66 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06451, over 18115.73 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3005, pruned_loss=0.07395, over 2468848.40 frames. utt_duration=1224 frames, utt_pad_proportion=0.06708, over 8079.74 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.294, pruned_loss=0.06392, over 2474902.36 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06393, over 19001.71 utterances.], batch size: 85, lr: 3.88e-04
2022-08-25 20:19:01,928 INFO [train.py:927] (7/8) Epoch 9, batch 22700, giga_loss[loss=0.2106, simple_loss=0.2944, pruned_loss=0.06338, over 12349.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02932, over 66.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2949, pruned_loss=0.0651, over 2473878.11 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06646, over 18210.45 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3007, pruned_loss=0.07405, over 2468813.41 frames. utt_duration=1226 frames, utt_pad_proportion=0.06583, over 8065.80 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2945, pruned_loss=0.06433, over 2474304.36 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06634, over 19150.87 utterances.], batch size: 66, lr: 3.88e-04
2022-08-25 20:20:45,390 INFO [train.py:927] (7/8) Epoch 9, batch 22750, giga_loss[loss=0.2059, simple_loss=0.2886, pruned_loss=0.0616, over 12284.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02885, over 45.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2969, pruned_loss=0.06566, over 2473460.12 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06892, over 18318.92 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.301, pruned_loss=0.07407, over 2468872.57 frames. utt_duration=1223 frames, utt_pad_proportion=0.06607, over 8085.17 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2963, pruned_loss=0.06494, over 2473779.91 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06865, over 19139.47 utterances.], batch size: 45, lr: 3.88e-04
2022-08-25 20:22:26,547 INFO [train.py:927] (7/8) Epoch 9, batch 22800, giga_loss[loss=0.2103, simple_loss=0.2944, pruned_loss=0.06308, over 12288.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.04938, over 26.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2973, pruned_loss=0.06542, over 2473348.71 frames. utt_duration=565.1 frames, utt_pad_proportion=0.0661, over 17554.83 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3004, pruned_loss=0.07374, over 2468958.13 frames. utt_duration=1232 frames, utt_pad_proportion=0.06443, over 8028.00 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2973, pruned_loss=0.06488, over 2473668.93 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06662, over 18560.12 utterances.], batch size: 26, lr: 3.88e-04
2022-08-25 20:24:07,489 INFO [train.py:927] (7/8) Epoch 9, batch 22850, libri_loss[loss=0.2422, simple_loss=0.3126, pruned_loss=0.08587, over 12367.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01568, over 41.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2981, pruned_loss=0.06585, over 2473648.16 frames. utt_duration=582.2 frames, utt_pad_proportion=0.06317, over 17038.40 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3002, pruned_loss=0.07372, over 2469200.41 frames. utt_duration=1237 frames, utt_pad_proportion=0.06248, over 7991.78 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2981, pruned_loss=0.06511, over 2473839.75 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06459, over 18231.42 utterances.], batch size: 41, lr: 3.88e-04
2022-08-25 20:25:50,700 INFO [train.py:927] (7/8) Epoch 9, batch 22900, giga_loss[loss=0.193, simple_loss=0.2714, pruned_loss=0.0573, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03765, over 37.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2977, pruned_loss=0.06611, over 2475127.45 frames. utt_duration=572 frames, utt_pad_proportion=0.06115, over 17354.65 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3002, pruned_loss=0.07392, over 2469524.47 frames. utt_duration=1230 frames, utt_pad_proportion=0.06573, over 8037.62 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2976, pruned_loss=0.06515, over 2475090.80 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06115, over 18469.60 utterances.], batch size: 37, lr: 3.88e-04
2022-08-25 20:27:30,991 INFO [train.py:927] (7/8) Epoch 9, batch 22950, giga_loss[loss=0.2175, simple_loss=0.2971, pruned_loss=0.06895, over 12355.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02901, over 91.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2957, pruned_loss=0.06484, over 2474980.71 frames. utt_duration=562 frames, utt_pad_proportion=0.06233, over 17661.99 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3003, pruned_loss=0.07385, over 2469348.32 frames. utt_duration=1224 frames, utt_pad_proportion=0.0691, over 8077.84 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2954, pruned_loss=0.06393, over 2475256.63 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06103, over 18780.43 utterances.], batch size: 91, lr: 3.87e-04
2022-08-25 20:29:18,826 INFO [train.py:927] (7/8) Epoch 9, batch 23000, giga_loss[loss=0.2349, simple_loss=0.3204, pruned_loss=0.07469, over 12410.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03921, over 133.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2975, pruned_loss=0.06435, over 2476055.08 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06073, over 18005.33 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3006, pruned_loss=0.074, over 2469792.01 frames. utt_duration=1226 frames, utt_pad_proportion=0.0681, over 8067.42 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2969, pruned_loss=0.06332, over 2475981.71 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06012, over 19078.74 utterances.], batch size: 133, lr: 3.87e-04
2022-08-25 20:31:00,005 INFO [train.py:927] (7/8) Epoch 9, batch 23050, giga_loss[loss=0.1942, simple_loss=0.2751, pruned_loss=0.05672, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.297, pruned_loss=0.06492, over 2475545.46 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06051, over 17632.51 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3015, pruned_loss=0.07455, over 2469828.56 frames. utt_duration=1199 frames, utt_pad_proportion=0.07679, over 8252.75 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2957, pruned_loss=0.06339, over 2475600.19 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05668, over 18550.80 utterances.], batch size: 48, lr: 3.87e-04
2022-08-25 20:32:41,476 INFO [train.py:927] (7/8) Epoch 9, batch 23100, giga_loss[loss=0.1831, simple_loss=0.2534, pruned_loss=0.05645, over 12351.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04918, over 31.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.295, pruned_loss=0.06499, over 2475016.20 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06091, over 17993.16 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3013, pruned_loss=0.07443, over 2469791.45 frames. utt_duration=1203 frames, utt_pad_proportion=0.07598, over 8225.09 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2941, pruned_loss=0.06376, over 2475168.44 frames. utt_duration=526.3 frames, utt_pad_proportion=0.05814, over 18864.08 utterances.], batch size: 31, lr: 3.87e-04
2022-08-25 20:34:21,283 INFO [train.py:927] (7/8) Epoch 9, batch 23150, giga_loss[loss=0.1946, simple_loss=0.2801, pruned_loss=0.05451, over 12382.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.0301, over 58.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2929, pruned_loss=0.06458, over 2474832.85 frames. utt_duration=568.1 frames, utt_pad_proportion=0.0592, over 17470.17 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3015, pruned_loss=0.0744, over 2470122.32 frames. utt_duration=1207 frames, utt_pad_proportion=0.07467, over 8198.57 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2918, pruned_loss=0.06342, over 2474772.25 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05736, over 18391.24 utterances.], batch size: 58, lr: 3.87e-04
2022-08-25 20:36:01,782 INFO [train.py:927] (7/8) Epoch 9, batch 23200, giga_loss[loss=0.1626, simple_loss=0.2414, pruned_loss=0.04193, over 12383.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04845, over 31.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2906, pruned_loss=0.06394, over 2475059.58 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05769, over 17646.79 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3016, pruned_loss=0.07457, over 2469884.20 frames. utt_duration=1211 frames, utt_pad_proportion=0.07334, over 8165.10 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2894, pruned_loss=0.0626, over 2475322.73 frames. utt_duration=533 frames, utt_pad_proportion=0.0567, over 18628.81 utterances.], batch size: 31, lr: 3.87e-04
2022-08-25 20:37:44,299 INFO [train.py:927] (7/8) Epoch 9, batch 23250, giga_loss[loss=0.1921, simple_loss=0.2865, pruned_loss=0.04888, over 12393.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.0263, over 70.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2882, pruned_loss=0.0631, over 2475085.80 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05657, over 17848.55 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3016, pruned_loss=0.07456, over 2469821.24 frames. utt_duration=1215 frames, utt_pad_proportion=0.07238, over 8142.95 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.287, pruned_loss=0.06182, over 2475452.87 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05612, over 18828.76 utterances.], batch size: 70, lr: 3.87e-04
2022-08-25 20:39:25,571 INFO [train.py:927] (7/8) Epoch 9, batch 23300, giga_loss[loss=0.2163, simple_loss=0.3052, pruned_loss=0.06376, over 12394.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03383, over 80.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2889, pruned_loss=0.06309, over 2475065.12 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05312, over 17298.23 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3016, pruned_loss=0.07451, over 2469829.70 frames. utt_duration=1213 frames, utt_pad_proportion=0.07198, over 8153.22 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2878, pruned_loss=0.06192, over 2475443.47 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0529, over 18235.22 utterances.], batch size: 80, lr: 3.87e-04
2022-08-25 20:41:05,830 INFO [train.py:927] (7/8) Epoch 9, batch 23350, giga_loss[loss=0.2168, simple_loss=0.3004, pruned_loss=0.0666, over 12347.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05448, over 34.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2915, pruned_loss=0.06374, over 2474288.85 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05633, over 17410.80 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3016, pruned_loss=0.07455, over 2469710.82 frames. utt_duration=1217 frames, utt_pad_proportion=0.07063, over 8126.65 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2903, pruned_loss=0.06251, over 2474816.93 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05642, over 18391.70 utterances.], batch size: 34, lr: 3.87e-04
2022-08-25 20:42:46,930 INFO [train.py:927] (7/8) Epoch 9, batch 23400, libri_loss[loss=0.2696, simple_loss=0.3364, pruned_loss=0.1015, over 12444.00 frames. utt_duration=413 frames, utt_pad_proportion=0.3392, over 121.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2938, pruned_loss=0.06481, over 2474486.66 frames. utt_duration=590.6 frames, utt_pad_proportion=0.05473, over 16801.55 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3019, pruned_loss=0.07486, over 2469756.39 frames. utt_duration=1207 frames, utt_pad_proportion=0.07361, over 8193.12 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2921, pruned_loss=0.06315, over 2475011.43 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05313, over 17851.53 utterances.], batch size: 121, lr: 3.87e-04
2022-08-25 20:44:33,878 INFO [train.py:927] (7/8) Epoch 9, batch 23450, giga_loss[loss=0.2259, simple_loss=0.3082, pruned_loss=0.07174, over 12233.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03532, over 28.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2999, pruned_loss=0.06877, over 2473960.11 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06159, over 17454.32 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3022, pruned_loss=0.07504, over 2469451.45 frames. utt_duration=1210 frames, utt_pad_proportion=0.0722, over 8171.59 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2982, pruned_loss=0.06711, over 2474736.16 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06042, over 18511.18 utterances.], batch size: 28, lr: 3.87e-04
2022-08-25 20:46:15,436 INFO [train.py:927] (7/8) Epoch 9, batch 23500, giga_loss[loss=0.2576, simple_loss=0.3271, pruned_loss=0.09411, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03248, over 43.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3064, pruned_loss=0.07336, over 2474667.45 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05989, over 17937.45 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3019, pruned_loss=0.07498, over 2469405.85 frames. utt_duration=1218 frames, utt_pad_proportion=0.07038, over 8122.40 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3054, pruned_loss=0.07198, over 2475499.22 frames. utt_duration=518.3 frames, utt_pad_proportion=0.05968, over 19159.80 utterances.], batch size: 43, lr: 3.87e-04
2022-08-25 20:48:01,817 INFO [train.py:927] (7/8) Epoch 9, batch 23550, giga_loss[loss=0.2413, simple_loss=0.3196, pruned_loss=0.0815, over 12357.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.032, over 58.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3137, pruned_loss=0.07886, over 2474892.53 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06221, over 18739.81 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3018, pruned_loss=0.07486, over 2469383.29 frames. utt_duration=1218 frames, utt_pad_proportion=0.06937, over 8117.00 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.313, pruned_loss=0.07785, over 2475664.13 frames. utt_duration=499.6 frames, utt_pad_proportion=0.0622, over 19880.87 utterances.], batch size: 58, lr: 3.87e-04
2022-08-25 20:49:45,918 INFO [train.py:927] (7/8) Epoch 9, batch 23600, giga_loss[loss=0.2035, simple_loss=0.2906, pruned_loss=0.05821, over 12410.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02778, over 62.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3179, pruned_loss=0.0824, over 2474240.85 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06242, over 19221.41 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3016, pruned_loss=0.0747, over 2469170.97 frames. utt_duration=1223 frames, utt_pad_proportion=0.06809, over 8087.33 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3179, pruned_loss=0.08187, over 2475166.39 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0628, over 20398.88 utterances.], batch size: 62, lr: 3.87e-04
2022-08-25 20:51:30,447 INFO [train.py:927] (7/8) Epoch 9, batch 23650, giga_loss[loss=0.2832, simple_loss=0.3471, pruned_loss=0.1097, over 12413.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04336, over 146.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3217, pruned_loss=0.08612, over 2475039.29 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06165, over 19534.13 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3013, pruned_loss=0.07453, over 2469348.66 frames. utt_duration=1229 frames, utt_pad_proportion=0.06661, over 8049.05 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3224, pruned_loss=0.08611, over 2475776.11 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06248, over 20820.70 utterances.], batch size: 146, lr: 3.87e-04
2022-08-25 20:53:17,710 INFO [train.py:927] (7/8) Epoch 9, batch 23700, giga_loss[loss=0.2342, simple_loss=0.3104, pruned_loss=0.07897, over 12368.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02868, over 66.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3253, pruned_loss=0.08953, over 2474754.20 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06722, over 20081.91 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3012, pruned_loss=0.07457, over 2469113.00 frames. utt_duration=1234 frames, utt_pad_proportion=0.06487, over 8014.07 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3268, pruned_loss=0.08998, over 2475798.47 frames. utt_duration=460.2 frames, utt_pad_proportion=0.06802, over 21587.75 utterances.], batch size: 66, lr: 3.87e-04
2022-08-25 20:55:05,426 INFO [train.py:927] (7/8) Epoch 9, batch 23750, giga_loss[loss=0.258, simple_loss=0.3345, pruned_loss=0.09076, over 12458.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03084, over 75.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3256, pruned_loss=0.09059, over 2474139.98 frames. utt_duration=490.5 frames, utt_pad_proportion=0.06799, over 20235.34 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3012, pruned_loss=0.07457, over 2469113.00 frames. utt_duration=1234 frames, utt_pad_proportion=0.06487, over 8014.07 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3268, pruned_loss=0.09095, over 2474952.75 frames. utt_duration=463.9 frames, utt_pad_proportion=0.06857, over 21407.35 utterances.], batch size: 75, lr: 3.87e-04
2022-08-25 20:56:49,475 INFO [train.py:927] (7/8) Epoch 9, batch 23800, giga_loss[loss=0.2735, simple_loss=0.3515, pruned_loss=0.09777, over 12370.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04249, over 133.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3277, pruned_loss=0.0911, over 2473707.63 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06936, over 20511.24 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.302, pruned_loss=0.07467, over 2469109.47 frames. utt_duration=1225 frames, utt_pad_proportion=0.06812, over 8071.11 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3286, pruned_loss=0.09165, over 2474452.84 frames. utt_duration=458.2 frames, utt_pad_proportion=0.06865, over 21670.85 utterances.], batch size: 133, lr: 3.87e-04
2022-08-25 20:58:34,299 INFO [train.py:927] (7/8) Epoch 9, batch 23850, giga_loss[loss=0.2388, simple_loss=0.3172, pruned_loss=0.08017, over 12351.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03552, over 104.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3282, pruned_loss=0.0913, over 2473616.34 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07446, over 21045.08 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3017, pruned_loss=0.07453, over 2468886.28 frames. utt_duration=1223 frames, utt_pad_proportion=0.06965, over 8085.57 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3302, pruned_loss=0.09255, over 2474600.65 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07325, over 22500.38 utterances.], batch size: 104, lr: 3.87e-04
2022-08-25 21:00:23,541 INFO [train.py:927] (7/8) Epoch 9, batch 23900, giga_loss[loss=0.2795, simple_loss=0.3388, pruned_loss=0.1101, over 12362.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3267, pruned_loss=0.0889, over 2472891.24 frames. utt_duration=485 frames, utt_pad_proportion=0.07538, over 20455.07 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3018, pruned_loss=0.07449, over 2468844.88 frames. utt_duration=1224 frames, utt_pad_proportion=0.06793, over 8076.88 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.329, pruned_loss=0.09042, over 2473863.48 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07498, over 22033.19 utterances.], batch size: 258, lr: 3.87e-04
2022-08-25 21:02:09,108 INFO [train.py:927] (7/8) Epoch 9, batch 23950, giga_loss[loss=0.2271, simple_loss=0.3026, pruned_loss=0.07579, over 12226.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03248, over 42.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3238, pruned_loss=0.08627, over 2473315.05 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07098, over 20032.00 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3021, pruned_loss=0.07473, over 2469020.15 frames. utt_duration=1216 frames, utt_pad_proportion=0.07083, over 8130.65 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.326, pruned_loss=0.08756, over 2474034.43 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07008, over 21518.26 utterances.], batch size: 42, lr: 3.87e-04
2022-08-25 21:03:53,776 INFO [train.py:927] (7/8) Epoch 9, batch 24000, libri_loss[loss=0.1973, simple_loss=0.2742, pruned_loss=0.06015, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01048, over 28.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3227, pruned_loss=0.08573, over 2473504.87 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07462, over 20372.68 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3023, pruned_loss=0.07478, over 2469074.32 frames. utt_duration=1222 frames, utt_pad_proportion=0.06901, over 8091.53 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3251, pruned_loss=0.08728, over 2474261.26 frames. utt_duration=447.6 frames, utt_pad_proportion=0.0744, over 22185.75 utterances.], batch size: 28, lr: 3.87e-04
2022-08-25 21:03:53,778 INFO [train.py:958] (7/8) Computing validation loss
2022-08-25 21:04:08,555 INFO [train.py:967] (7/8) Epoch 9, validation: loss=0.1763, simple_loss=0.2864, pruned_loss=0.03306, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 21:06:01,894 INFO [train.py:927] (7/8) Epoch 9, batch 24050, giga_loss[loss=0.2183, simple_loss=0.303, pruned_loss=0.0668, over 12417.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03754, over 105.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3222, pruned_loss=0.0854, over 2473407.33 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07471, over 20037.46 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3025, pruned_loss=0.07509, over 2468610.30 frames. utt_duration=1211 frames, utt_pad_proportion=0.07257, over 8160.88 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3244, pruned_loss=0.08652, over 2474463.49 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07327, over 21620.03 utterances.], batch size: 105, lr: 3.87e-04
2022-08-25 21:07:51,583 INFO [train.py:927] (7/8) Epoch 9, batch 24100, giga_loss[loss=0.2757, simple_loss=0.3517, pruned_loss=0.09984, over 12405.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06298, over 183.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.323, pruned_loss=0.08368, over 2473913.35 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07106, over 20072.10 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3021, pruned_loss=0.07493, over 2468380.37 frames. utt_duration=1216 frames, utt_pad_proportion=0.07124, over 8129.17 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3256, pruned_loss=0.08493, over 2475079.71 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07058, over 21629.15 utterances.], batch size: 183, lr: 3.87e-04
2022-08-25 21:09:36,507 INFO [train.py:927] (7/8) Epoch 9, batch 24150, giga_loss[loss=0.2289, simple_loss=0.3154, pruned_loss=0.07126, over 12336.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03502, over 51.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3214, pruned_loss=0.08266, over 2473782.94 frames. utt_duration=487 frames, utt_pad_proportion=0.0752, over 20377.66 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3015, pruned_loss=0.07459, over 2468627.40 frames. utt_duration=1224 frames, utt_pad_proportion=0.06969, over 8078.38 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3246, pruned_loss=0.0842, over 2474682.28 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07504, over 22053.85 utterances.], batch size: 51, lr: 3.86e-04
2022-08-25 21:11:20,389 INFO [train.py:927] (7/8) Epoch 9, batch 24200, libri_loss[loss=0.2013, simple_loss=0.272, pruned_loss=0.06536, over 12186.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009019, over 30.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.32, pruned_loss=0.08223, over 2473854.34 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07044, over 20226.75 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3011, pruned_loss=0.0743, over 2468813.48 frames. utt_duration=1226 frames, utt_pad_proportion=0.06871, over 8064.48 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3233, pruned_loss=0.0839, over 2474545.58 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07098, over 21855.80 utterances.], batch size: 30, lr: 3.86e-04
2022-08-25 21:13:05,587 INFO [train.py:927] (7/8) Epoch 9, batch 24250, giga_loss[loss=0.2347, simple_loss=0.3175, pruned_loss=0.07599, over 12361.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02868, over 91.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3179, pruned_loss=0.08175, over 2474480.53 frames. utt_duration=485.5 frames, utt_pad_proportion=0.0704, over 20449.04 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3007, pruned_loss=0.07415, over 2469049.79 frames. utt_duration=1231 frames, utt_pad_proportion=0.06746, over 8031.29 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3213, pruned_loss=0.08338, over 2474940.02 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07122, over 22037.62 utterances.], batch size: 91, lr: 3.86e-04
2022-08-25 21:14:53,054 INFO [train.py:927] (7/8) Epoch 9, batch 24300, giga_loss[loss=0.2326, simple_loss=0.3117, pruned_loss=0.0768, over 12404.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04006, over 133.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3165, pruned_loss=0.08023, over 2474717.45 frames. utt_duration=491.5 frames, utt_pad_proportion=0.06891, over 20200.95 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3001, pruned_loss=0.07381, over 2468735.81 frames. utt_duration=1232 frames, utt_pad_proportion=0.06606, over 8027.31 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3205, pruned_loss=0.08217, over 2475617.64 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07021, over 22009.64 utterances.], batch size: 133, lr: 3.86e-04
2022-08-25 21:16:42,377 INFO [train.py:927] (7/8) Epoch 9, batch 24350, giga_loss[loss=0.2124, simple_loss=0.2924, pruned_loss=0.06613, over 12186.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.02993, over 39.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3157, pruned_loss=0.0797, over 2474350.90 frames. utt_duration=485.8 frames, utt_pad_proportion=0.06727, over 20433.53 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.2998, pruned_loss=0.07367, over 2469050.99 frames. utt_duration=1235 frames, utt_pad_proportion=0.06516, over 8008.96 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3195, pruned_loss=0.08146, over 2474899.86 frames. utt_duration=449.7 frames, utt_pad_proportion=0.0687, over 22084.36 utterances.], batch size: 39, lr: 3.86e-04
2022-08-25 21:18:26,929 INFO [train.py:927] (7/8) Epoch 9, batch 24400, giga_loss[loss=0.2357, simple_loss=0.3142, pruned_loss=0.07856, over 12428.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02362, over 48.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3151, pruned_loss=0.07975, over 2474809.38 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06737, over 20577.54 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.2999, pruned_loss=0.07376, over 2468900.95 frames. utt_duration=1237 frames, utt_pad_proportion=0.06441, over 7995.90 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3181, pruned_loss=0.08114, over 2475426.82 frames. utt_duration=450.2 frames, utt_pad_proportion=0.06873, over 22065.02 utterances.], batch size: 48, lr: 3.86e-04
2022-08-25 21:20:13,636 INFO [train.py:927] (7/8) Epoch 9, batch 24450, giga_loss[loss=0.2249, simple_loss=0.2996, pruned_loss=0.07508, over 12428.00 frames. utt_duration=623 frames, utt_pad_proportion=0.02967, over 80.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3148, pruned_loss=0.08053, over 2474207.78 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07422, over 21217.39 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3009, pruned_loss=0.07408, over 2469007.68 frames. utt_duration=1220 frames, utt_pad_proportion=0.06937, over 8106.58 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3166, pruned_loss=0.08142, over 2474704.27 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07326, over 22522.43 utterances.], batch size: 80, lr: 3.86e-04
2022-08-25 21:21:57,791 INFO [train.py:927] (7/8) Epoch 9, batch 24500, libri_loss[loss=0.2295, simple_loss=0.3119, pruned_loss=0.07356, over 12480.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006105, over 37.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3137, pruned_loss=0.08026, over 2474604.46 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07255, over 20764.66 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3007, pruned_loss=0.074, over 2469561.21 frames. utt_duration=1226 frames, utt_pad_proportion=0.06759, over 8066.38 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3158, pruned_loss=0.0813, over 2474634.69 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07249, over 22275.53 utterances.], batch size: 37, lr: 3.86e-04
2022-08-25 21:23:43,159 INFO [train.py:927] (7/8) Epoch 9, batch 24550, giga_loss[loss=0.2763, simple_loss=0.3423, pruned_loss=0.1052, over 12387.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07832, over 213.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3155, pruned_loss=0.08151, over 2474630.06 frames. utt_duration=457 frames, utt_pad_proportion=0.0776, over 21727.39 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3008, pruned_loss=0.07402, over 2469654.44 frames. utt_duration=1225 frames, utt_pad_proportion=0.06729, over 8071.91 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3173, pruned_loss=0.08244, over 2474671.96 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07744, over 23166.79 utterances.], batch size: 213, lr: 3.86e-04
2022-08-25 21:25:31,051 INFO [train.py:927] (7/8) Epoch 9, batch 24600, giga_loss[loss=0.3049, simple_loss=0.3541, pruned_loss=0.1279, over 12379.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08205, over 2474522.96 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07806, over 21993.51 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3009, pruned_loss=0.07404, over 2469923.37 frames. utt_duration=1228 frames, utt_pad_proportion=0.06649, over 8056.92 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3184, pruned_loss=0.08286, over 2474388.64 frames. utt_duration=426 frames, utt_pad_proportion=0.07818, over 23314.99 utterances.], batch size: 258, lr: 3.86e-04
2022-08-25 21:27:18,429 INFO [train.py:927] (7/8) Epoch 9, batch 24650, giga_loss[loss=0.2273, simple_loss=0.3019, pruned_loss=0.07637, over 12418.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0303, over 80.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3174, pruned_loss=0.08274, over 2474528.59 frames. utt_duration=454.3 frames, utt_pad_proportion=0.08257, over 21855.34 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3011, pruned_loss=0.07412, over 2469906.79 frames. utt_duration=1214 frames, utt_pad_proportion=0.07123, over 8150.31 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3188, pruned_loss=0.08348, over 2474522.84 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08121, over 23076.41 utterances.], batch size: 80, lr: 3.86e-04
2022-08-25 21:29:03,727 INFO [train.py:927] (7/8) Epoch 9, batch 24700, giga_loss[loss=0.2153, simple_loss=0.2944, pruned_loss=0.06808, over 12395.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.0304, over 62.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3187, pruned_loss=0.08516, over 2474795.52 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08257, over 22170.87 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.301, pruned_loss=0.0741, over 2469657.28 frames. utt_duration=1205 frames, utt_pad_proportion=0.07426, over 8205.05 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3202, pruned_loss=0.08601, over 2475153.55 frames. utt_duration=424.3 frames, utt_pad_proportion=0.08073, over 23414.00 utterances.], batch size: 62, lr: 3.86e-04
2022-08-25 21:30:50,190 INFO [train.py:927] (7/8) Epoch 9, batch 24750, giga_loss[loss=0.2608, simple_loss=0.3293, pruned_loss=0.09615, over 12414.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02284, over 48.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3175, pruned_loss=0.08438, over 2474651.61 frames. utt_duration=463 frames, utt_pad_proportion=0.07907, over 21446.68 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3007, pruned_loss=0.07389, over 2469675.66 frames. utt_duration=1209 frames, utt_pad_proportion=0.07345, over 8179.09 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3193, pruned_loss=0.08539, over 2474986.59 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07801, over 22632.55 utterances.], batch size: 48, lr: 3.86e-04
2022-08-25 21:32:34,116 INFO [train.py:927] (7/8) Epoch 9, batch 24800, giga_loss[loss=0.2076, simple_loss=0.2989, pruned_loss=0.05811, over 12365.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03175, over 51.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3167, pruned_loss=0.08278, over 2474578.35 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07631, over 20761.69 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3007, pruned_loss=0.07395, over 2469548.71 frames. utt_duration=1202 frames, utt_pad_proportion=0.07626, over 8227.66 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3185, pruned_loss=0.08376, over 2475053.33 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07477, over 21943.46 utterances.], batch size: 51, lr: 3.86e-04
2022-08-25 21:34:22,778 INFO [train.py:927] (7/8) Epoch 9, batch 24850, giga_loss[loss=0.2293, simple_loss=0.3062, pruned_loss=0.0762, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0327, over 97.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3147, pruned_loss=0.0818, over 2474477.04 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07761, over 21097.50 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3006, pruned_loss=0.07404, over 2469439.21 frames. utt_duration=1205 frames, utt_pad_proportion=0.07517, over 8204.23 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3165, pruned_loss=0.08264, over 2475039.27 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07673, over 22290.05 utterances.], batch size: 97, lr: 3.86e-04
2022-08-25 21:36:09,018 INFO [train.py:927] (7/8) Epoch 9, batch 24900, giga_loss[loss=0.2782, simple_loss=0.3395, pruned_loss=0.1084, over 12394.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1002, over 257.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3139, pruned_loss=0.08205, over 2473765.68 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07857, over 21160.86 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3006, pruned_loss=0.07397, over 2469270.86 frames. utt_duration=1207 frames, utt_pad_proportion=0.07423, over 8195.34 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3156, pruned_loss=0.08291, over 2474443.17 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07818, over 22343.38 utterances.], batch size: 257, lr: 3.86e-04
2022-08-25 21:37:57,983 INFO [train.py:927] (7/8) Epoch 9, batch 24950, giga_loss[loss=0.2685, simple_loss=0.3509, pruned_loss=0.09305, over 12252.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02874, over 42.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3184, pruned_loss=0.08294, over 2474048.90 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07778, over 21190.97 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.301, pruned_loss=0.07403, over 2469092.37 frames. utt_duration=1194 frames, utt_pad_proportion=0.07866, over 8285.26 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3195, pruned_loss=0.0837, over 2474822.63 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07587, over 22283.16 utterances.], batch size: 42, lr: 3.86e-04
2022-08-25 21:39:49,325 INFO [train.py:927] (7/8) Epoch 9, batch 25000, giga_loss[loss=0.2497, simple_loss=0.3301, pruned_loss=0.0847, over 12380.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03495, over 80.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3208, pruned_loss=0.08394, over 2473622.63 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07739, over 21527.78 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3011, pruned_loss=0.07403, over 2469083.91 frames. utt_duration=1195 frames, utt_pad_proportion=0.07837, over 8276.83 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3217, pruned_loss=0.08458, over 2474257.19 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07604, over 22449.66 utterances.], batch size: 80, lr: 3.86e-04
2022-08-25 21:41:36,078 INFO [train.py:927] (7/8) Epoch 9, batch 25050, libri_loss[loss=0.2807, simple_loss=0.3664, pruned_loss=0.09747, over 12236.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005984, over 34.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3208, pruned_loss=0.084, over 2473323.86 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07933, over 21225.93 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3014, pruned_loss=0.07397, over 2468831.32 frames. utt_duration=1196 frames, utt_pad_proportion=0.07751, over 8264.36 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3215, pruned_loss=0.08473, over 2474125.57 frames. utt_duration=447 frames, utt_pad_proportion=0.07845, over 22210.38 utterances.], batch size: 34, lr: 3.86e-04
2022-08-25 21:43:22,079 INFO [train.py:927] (7/8) Epoch 9, batch 25100, giga_loss[loss=0.1953, simple_loss=0.2737, pruned_loss=0.05847, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03278, over 40.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3189, pruned_loss=0.08321, over 2473744.62 frames. utt_duration=470.5 frames, utt_pad_proportion=0.08132, over 21097.48 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3014, pruned_loss=0.07363, over 2468864.05 frames. utt_duration=1203 frames, utt_pad_proportion=0.07492, over 8218.54 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3204, pruned_loss=0.08455, over 2474567.03 frames. utt_duration=440.7 frames, utt_pad_proportion=0.08154, over 22534.48 utterances.], batch size: 40, lr: 3.86e-04
2022-08-25 21:45:06,725 INFO [train.py:927] (7/8) Epoch 9, batch 25150, giga_loss[loss=0.2086, simple_loss=0.2854, pruned_loss=0.06587, over 12242.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02722, over 45.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3176, pruned_loss=0.08316, over 2473600.44 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07646, over 20445.68 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3009, pruned_loss=0.07339, over 2468584.45 frames. utt_duration=1198 frames, utt_pad_proportion=0.07798, over 8253.60 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3196, pruned_loss=0.08467, over 2474619.74 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07576, over 21843.41 utterances.], batch size: 45, lr: 3.86e-04
2022-08-25 21:46:51,564 INFO [train.py:927] (7/8) Epoch 9, batch 25200, giga_loss[loss=0.2433, simple_loss=0.315, pruned_loss=0.08577, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03701, over 123.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3171, pruned_loss=0.08349, over 2473058.65 frames. utt_duration=495 frames, utt_pad_proportion=0.07788, over 20045.52 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3008, pruned_loss=0.07335, over 2468282.68 frames. utt_duration=1202 frames, utt_pad_proportion=0.07648, over 8227.08 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3194, pruned_loss=0.08503, over 2474301.92 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07769, over 21511.85 utterances.], batch size: 123, lr: 3.86e-04
2022-08-25 21:48:35,473 INFO [train.py:927] (7/8) Epoch 9, batch 25250, giga_loss[loss=0.2537, simple_loss=0.3072, pruned_loss=0.1001, over 12356.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1995, over 367.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3152, pruned_loss=0.08238, over 2473371.64 frames. utt_duration=506.4 frames, utt_pad_proportion=0.07405, over 19593.18 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3007, pruned_loss=0.07337, over 2468016.75 frames. utt_duration=1204 frames, utt_pad_proportion=0.07561, over 8207.79 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3172, pruned_loss=0.08369, over 2474667.51 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07441, over 20926.43 utterances.], batch size: 367, lr: 3.86e-04
2022-08-25 21:50:19,674 INFO [train.py:927] (7/8) Epoch 9, batch 25300, giga_loss[loss=0.2545, simple_loss=0.335, pruned_loss=0.08695, over 12378.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.0274, over 66.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3171, pruned_loss=0.08329, over 2473448.50 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07591, over 19763.52 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3011, pruned_loss=0.0736, over 2467873.26 frames. utt_duration=1207 frames, utt_pad_proportion=0.07426, over 8190.93 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3188, pruned_loss=0.08439, over 2474761.83 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07656, over 21166.04 utterances.], batch size: 66, lr: 3.86e-04
2022-08-25 21:52:04,493 INFO [train.py:927] (7/8) Epoch 9, batch 25350, giga_loss[loss=0.2531, simple_loss=0.3335, pruned_loss=0.08638, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0369, over 40.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3177, pruned_loss=0.08348, over 2473986.12 frames. utt_duration=508.2 frames, utt_pad_proportion=0.07202, over 19531.00 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.301, pruned_loss=0.0735, over 2467655.56 frames. utt_duration=1211 frames, utt_pad_proportion=0.07298, over 8161.52 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3195, pruned_loss=0.08473, over 2475394.27 frames. utt_duration=473 frames, utt_pad_proportion=0.07326, over 20998.70 utterances.], batch size: 40, lr: 3.86e-04
2022-08-25 21:53:49,252 INFO [train.py:927] (7/8) Epoch 9, batch 25400, libri_loss[loss=0.246, simple_loss=0.3178, pruned_loss=0.08716, over 12440.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01039, over 39.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3182, pruned_loss=0.08172, over 2473794.35 frames. utt_duration=525.2 frames, utt_pad_proportion=0.07048, over 18894.41 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3008, pruned_loss=0.07352, over 2468051.17 frames. utt_duration=1217 frames, utt_pad_proportion=0.07136, over 8121.20 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3203, pruned_loss=0.08293, over 2474716.74 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07219, over 20413.55 utterances.], batch size: 39, lr: 3.85e-04
2022-08-25 21:55:33,004 INFO [train.py:927] (7/8) Epoch 9, batch 25450, giga_loss[loss=0.2236, simple_loss=0.3099, pruned_loss=0.06868, over 12266.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02758, over 54.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3213, pruned_loss=0.08316, over 2474133.06 frames. utt_duration=525.7 frames, utt_pad_proportion=0.0706, over 18877.48 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3009, pruned_loss=0.07364, over 2468172.39 frames. utt_duration=1205 frames, utt_pad_proportion=0.07478, over 8200.47 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3236, pruned_loss=0.08434, over 2474965.95 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07054, over 20418.46 utterances.], batch size: 54, lr: 3.85e-04
2022-08-25 21:57:17,545 INFO [train.py:927] (7/8) Epoch 9, batch 25500, giga_loss[loss=0.2419, simple_loss=0.3266, pruned_loss=0.07855, over 12317.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03468, over 62.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3235, pruned_loss=0.08497, over 2474490.93 frames. utt_duration=519.3 frames, utt_pad_proportion=0.07076, over 19116.27 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.301, pruned_loss=0.07363, over 2468365.75 frames. utt_duration=1194 frames, utt_pad_proportion=0.07842, over 8281.16 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3257, pruned_loss=0.08621, over 2475135.24 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06914, over 20572.70 utterances.], batch size: 62, lr: 3.85e-04
2022-08-25 21:59:01,743 INFO [train.py:927] (7/8) Epoch 9, batch 25550, giga_loss[loss=0.2067, simple_loss=0.2962, pruned_loss=0.05861, over 12446.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02959, over 80.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3232, pruned_loss=0.0848, over 2475087.20 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06809, over 19299.36 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3012, pruned_loss=0.07347, over 2468540.53 frames. utt_duration=1200 frames, utt_pad_proportion=0.077, over 8238.59 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3254, pruned_loss=0.08617, over 2475582.73 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06741, over 20727.40 utterances.], batch size: 80, lr: 3.85e-04
2022-08-25 22:00:46,711 INFO [train.py:927] (7/8) Epoch 9, batch 25600, giga_loss[loss=0.2209, simple_loss=0.3142, pruned_loss=0.06383, over 12312.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03707, over 51.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3242, pruned_loss=0.08379, over 2475267.56 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07164, over 19478.64 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3014, pruned_loss=0.07357, over 2468416.02 frames. utt_duration=1188 frames, utt_pad_proportion=0.08062, over 8319.70 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3263, pruned_loss=0.08505, over 2475907.94 frames. utt_duration=477.5 frames, utt_pad_proportion=0.06967, over 20805.14 utterances.], batch size: 51, lr: 3.85e-04
2022-08-25 22:02:29,342 INFO [train.py:927] (7/8) Epoch 9, batch 25650, giga_loss[loss=0.2177, simple_loss=0.2957, pruned_loss=0.06983, over 12469.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03542, over 43.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3233, pruned_loss=0.08338, over 2475206.98 frames. utt_duration=509.2 frames, utt_pad_proportion=0.07399, over 19502.29 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.301, pruned_loss=0.0734, over 2468155.56 frames. utt_duration=1192 frames, utt_pad_proportion=0.07921, over 8292.03 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3258, pruned_loss=0.08475, over 2476093.78 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07272, over 20835.99 utterances.], batch size: 43, lr: 3.85e-04
2022-08-25 22:04:11,613 INFO [train.py:927] (7/8) Epoch 9, batch 25700, giga_loss[loss=0.3531, simple_loss=0.3776, pruned_loss=0.1643, over 12353.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 258.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3218, pruned_loss=0.08319, over 2475449.20 frames. utt_duration=524 frames, utt_pad_proportion=0.0708, over 18949.02 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3012, pruned_loss=0.07346, over 2468370.19 frames. utt_duration=1196 frames, utt_pad_proportion=0.0777, over 8263.11 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3241, pruned_loss=0.08444, over 2476102.13 frames. utt_duration=490 frames, utt_pad_proportion=0.07043, over 20274.03 utterances.], batch size: 258, lr: 3.85e-04
2022-08-25 22:05:58,775 INFO [train.py:927] (7/8) Epoch 9, batch 25750, giga_loss[loss=0.2464, simple_loss=0.3169, pruned_loss=0.08793, over 12154.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04176, over 33.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3195, pruned_loss=0.08346, over 2474842.80 frames. utt_duration=491.6 frames, utt_pad_proportion=0.08014, over 20198.61 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3007, pruned_loss=0.07331, over 2468332.79 frames. utt_duration=1202 frames, utt_pad_proportion=0.07675, over 8224.16 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3221, pruned_loss=0.08478, over 2475522.64 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07971, over 21505.56 utterances.], batch size: 33, lr: 3.85e-04
2022-08-25 22:07:42,973 INFO [train.py:927] (7/8) Epoch 9, batch 25800, giga_loss[loss=0.243, simple_loss=0.3215, pruned_loss=0.08228, over 12366.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02827, over 48.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3184, pruned_loss=0.08402, over 2474647.12 frames. utt_duration=476 frames, utt_pad_proportion=0.0847, over 20857.66 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.2999, pruned_loss=0.07288, over 2468259.39 frames. utt_duration=1208 frames, utt_pad_proportion=0.07538, over 8179.98 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3216, pruned_loss=0.08568, over 2475382.99 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0846, over 22202.36 utterances.], batch size: 48, lr: 3.85e-04
2022-08-25 22:09:24,819 INFO [train.py:927] (7/8) Epoch 9, batch 25850, giga_loss[loss=0.2586, simple_loss=0.3261, pruned_loss=0.09558, over 12361.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1025, over 257.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.317, pruned_loss=0.08212, over 2474627.48 frames. utt_duration=450.1 frames, utt_pad_proportion=0.08608, over 22063.41 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3005, pruned_loss=0.07309, over 2468141.68 frames. utt_duration=1206 frames, utt_pad_proportion=0.07498, over 8197.13 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3193, pruned_loss=0.08339, over 2475384.75 frames. utt_duration=426.8 frames, utt_pad_proportion=0.08612, over 23280.90 utterances.], batch size: 257, lr: 3.85e-04
2022-08-25 22:11:11,874 INFO [train.py:927] (7/8) Epoch 9, batch 25900, libri_loss[loss=0.2537, simple_loss=0.3313, pruned_loss=0.08799, over 12272.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007615, over 37.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3149, pruned_loss=0.07986, over 2474944.75 frames. utt_duration=463.6 frames, utt_pad_proportion=0.08196, over 21423.31 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3008, pruned_loss=0.07316, over 2468196.22 frames. utt_duration=1210 frames, utt_pad_proportion=0.07284, over 8168.50 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3171, pruned_loss=0.0811, over 2475776.91 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08305, over 22934.00 utterances.], batch size: 37, lr: 3.85e-04
2022-08-25 22:12:56,009 INFO [train.py:927] (7/8) Epoch 9, batch 25950, giga_loss[loss=0.2038, simple_loss=0.2967, pruned_loss=0.05544, over 12469.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.0296, over 55.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3127, pruned_loss=0.07941, over 2474781.17 frames. utt_duration=463.2 frames, utt_pad_proportion=0.08344, over 21438.69 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3015, pruned_loss=0.07373, over 2468457.46 frames. utt_duration=1212 frames, utt_pad_proportion=0.07114, over 8157.69 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3142, pruned_loss=0.08015, over 2475471.51 frames. utt_duration=428.2 frames, utt_pad_proportion=0.08492, over 23205.33 utterances.], batch size: 55, lr: 3.85e-04
2022-08-25 22:14:38,615 INFO [train.py:927] (7/8) Epoch 9, batch 26000, giga_loss[loss=0.2489, simple_loss=0.3102, pruned_loss=0.09379, over 12337.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.213, over 373.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3128, pruned_loss=0.07926, over 2473919.70 frames. utt_duration=474.3 frames, utt_pad_proportion=0.08217, over 20930.00 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3015, pruned_loss=0.07373, over 2468309.37 frames. utt_duration=1205 frames, utt_pad_proportion=0.07419, over 8202.79 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3144, pruned_loss=0.08001, over 2474766.19 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08264, over 22652.25 utterances.], batch size: 373, lr: 3.85e-04
2022-08-25 22:16:23,732 INFO [train.py:927] (7/8) Epoch 9, batch 26050, giga_loss[loss=0.2666, simple_loss=0.3442, pruned_loss=0.09451, over 12402.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03498, over 80.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3152, pruned_loss=0.08115, over 2474165.98 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07941, over 21789.32 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3015, pruned_loss=0.07372, over 2468339.02 frames. utt_duration=1209 frames, utt_pad_proportion=0.07309, over 8173.92 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3167, pruned_loss=0.08187, over 2474913.99 frames. utt_duration=424.1 frames, utt_pad_proportion=0.08032, over 23423.52 utterances.], batch size: 80, lr: 3.85e-04
2022-08-25 22:18:06,203 INFO [train.py:927] (7/8) Epoch 9, batch 26100, giga_loss[loss=0.2194, simple_loss=0.3051, pruned_loss=0.06681, over 12362.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03259, over 62.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3161, pruned_loss=0.08217, over 2473785.26 frames. utt_duration=444.7 frames, utt_pad_proportion=0.08599, over 22326.62 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3015, pruned_loss=0.07362, over 2468569.24 frames. utt_duration=1201 frames, utt_pad_proportion=0.07572, over 8230.92 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3177, pruned_loss=0.08309, over 2474359.12 frames. utt_duration=413.3 frames, utt_pad_proportion=0.08562, over 24035.74 utterances.], batch size: 62, lr: 3.85e-04
2022-08-25 22:19:49,887 INFO [train.py:927] (7/8) Epoch 9, batch 26150, giga_loss[loss=0.226, simple_loss=0.3077, pruned_loss=0.07215, over 12423.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.0348, over 113.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3172, pruned_loss=0.08268, over 2473814.28 frames. utt_duration=452.9 frames, utt_pad_proportion=0.08338, over 21918.10 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.301, pruned_loss=0.07326, over 2468426.29 frames. utt_duration=1208 frames, utt_pad_proportion=0.07381, over 8186.57 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3194, pruned_loss=0.08401, over 2474553.31 frames. utt_duration=418.1 frames, utt_pad_proportion=0.08391, over 23759.41 utterances.], batch size: 113, lr: 3.85e-04
2022-08-25 22:21:32,936 INFO [train.py:927] (7/8) Epoch 9, batch 26200, giga_loss[loss=0.212, simple_loss=0.2926, pruned_loss=0.06566, over 12375.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02659, over 66.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3187, pruned_loss=0.08365, over 2474075.97 frames. utt_duration=457.7 frames, utt_pad_proportion=0.0865, over 21692.52 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3022, pruned_loss=0.07394, over 2468685.60 frames. utt_duration=1155 frames, utt_pad_proportion=0.08934, over 8558.34 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3201, pruned_loss=0.0845, over 2474650.81 frames. utt_duration=424.4 frames, utt_pad_proportion=0.08162, over 23406.55 utterances.], batch size: 66, lr: 3.85e-04
2022-08-25 22:22:44,175 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-25 22:25:16,116 INFO [train.py:927] (7/8) Epoch 10, batch 50, giga_loss[loss=0.1985, simple_loss=0.2848, pruned_loss=0.05608, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04169, over 31.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3211, pruned_loss=0.0738, over 548728.86 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07241, over 4504.30 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.3007, pruned_loss=0.06139, over 49283.05 frames. utt_duration=1141 frames, utt_pad_proportion=0.05092, over 172.95 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3229, pruned_loss=0.07491, over 509587.35 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07312, over 4386.11 utterances.], batch size: 31, lr: 3.75e-04
2022-08-25 22:27:00,742 INFO [train.py:927] (7/8) Epoch 10, batch 100, giga_loss[loss=0.1623, simple_loss=0.2446, pruned_loss=0.04001, over 12395.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04107, over 26.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2967, pruned_loss=0.06324, over 975646.20 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06764, over 7306.48 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2899, pruned_loss=0.05873, over 73208.48 frames. utt_duration=1231 frames, utt_pad_proportion=0.0389, over 238.07 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2974, pruned_loss=0.06363, over 930011.36 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06847, over 7212.32 utterances.], batch size: 26, lr: 3.75e-04
2022-08-25 22:28:43,096 INFO [train.py:927] (7/8) Epoch 10, batch 150, giga_loss[loss=0.1576, simple_loss=0.2426, pruned_loss=0.03628, over 12366.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03136, over 58.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2818, pruned_loss=0.05696, over 1308360.56 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06615, over 9863.20 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2973, pruned_loss=0.05942, over 109222.76 frames. utt_duration=1149 frames, utt_pad_proportion=0.05649, over 380.85 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.281, pruned_loss=0.05693, over 1254469.92 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06637, over 9780.45 utterances.], batch size: 58, lr: 3.75e-04
2022-08-25 22:30:23,816 INFO [train.py:927] (7/8) Epoch 10, batch 200, giga_loss[loss=0.1641, simple_loss=0.2409, pruned_loss=0.0436, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06893, over 212.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2717, pruned_loss=0.05234, over 1566326.96 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06394, over 11659.83 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2906, pruned_loss=0.05569, over 224363.94 frames. utt_duration=1273 frames, utt_pad_proportion=0.04408, over 705.89 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2702, pruned_loss=0.05228, over 1476024.99 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06495, over 11755.95 utterances.], batch size: 212, lr: 3.75e-04
2022-08-25 22:32:04,241 INFO [train.py:927] (7/8) Epoch 10, batch 250, libri_loss[loss=0.1794, simple_loss=0.2619, pruned_loss=0.04846, over 12442.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007414, over 32.00 utterances.], tot_loss[loss=0.1834, simple_loss=0.2665, pruned_loss=0.05013, over 1767452.07 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05989, over 12707.95 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2893, pruned_loss=0.05795, over 312606.99 frames. utt_duration=1219 frames, utt_pad_proportion=0.07061, over 1026.84 utterances.], giga_tot_loss[loss=0.1815, simple_loss=0.2642, pruned_loss=0.04938, over 1665555.78 frames. utt_duration=517.8 frames, utt_pad_proportion=0.05935, over 12903.43 utterances.], batch size: 32, lr: 3.75e-04
2022-08-25 22:33:45,235 INFO [train.py:927] (7/8) Epoch 10, batch 300, giga_loss[loss=0.1621, simple_loss=0.2454, pruned_loss=0.03937, over 12354.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03241, over 51.00 utterances.], tot_loss[loss=0.1807, simple_loss=0.2631, pruned_loss=0.04919, over 1923843.75 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06577, over 14440.73 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2914, pruned_loss=0.05854, over 355180.40 frames. utt_duration=1134 frames, utt_pad_proportion=0.09408, over 1254.18 utterances.], giga_tot_loss[loss=0.1785, simple_loss=0.2604, pruned_loss=0.04832, over 1832068.43 frames. utt_duration=502.8 frames, utt_pad_proportion=0.0636, over 14617.49 utterances.], batch size: 51, lr: 3.75e-04
2022-08-25 22:35:25,930 INFO [train.py:927] (7/8) Epoch 10, batch 350, libri_loss[loss=0.2138, simple_loss=0.3026, pruned_loss=0.06248, over 12287.00 frames. utt_duration=769.5 frames, utt_pad_proportion=0.1216, over 64.00 utterances.], tot_loss[loss=0.1784, simple_loss=0.2604, pruned_loss=0.0482, over 2046088.64 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06185, over 15025.34 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2914, pruned_loss=0.05853, over 397142.79 frames. utt_duration=1128 frames, utt_pad_proportion=0.09043, over 1410.00 utterances.], giga_tot_loss[loss=0.1761, simple_loss=0.2576, pruned_loss=0.0473, over 1964641.95 frames. utt_duration=516.4 frames, utt_pad_proportion=0.0602, over 15263.27 utterances.], batch size: 64, lr: 3.75e-04
2022-08-25 22:37:07,140 INFO [train.py:927] (7/8) Epoch 10, batch 400, giga_loss[loss=0.1795, simple_loss=0.2508, pruned_loss=0.05411, over 12360.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1905, over 363.00 utterances.], tot_loss[loss=0.1762, simple_loss=0.2581, pruned_loss=0.04716, over 2140888.10 frames. utt_duration=528 frames, utt_pad_proportion=0.07145, over 16265.07 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2911, pruned_loss=0.05779, over 488462.32 frames. utt_duration=1106 frames, utt_pad_proportion=0.09912, over 1769.29 utterances.], giga_tot_loss[loss=0.1732, simple_loss=0.2544, pruned_loss=0.04606, over 2059473.21 frames. utt_duration=494.4 frames, utt_pad_proportion=0.0687, over 16713.37 utterances.], batch size: 363, lr: 3.75e-04
2022-08-25 22:38:49,115 INFO [train.py:927] (7/8) Epoch 10, batch 450, giga_loss[loss=0.1411, simple_loss=0.2228, pruned_loss=0.02967, over 12421.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04826, over 34.00 utterances.], tot_loss[loss=0.1723, simple_loss=0.2541, pruned_loss=0.04528, over 2214568.93 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06975, over 16713.51 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2924, pruned_loss=0.05774, over 517945.17 frames. utt_duration=1089 frames, utt_pad_proportion=0.09918, over 1905.22 utterances.], giga_tot_loss[loss=0.1693, simple_loss=0.2503, pruned_loss=0.04422, over 2146438.34 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06741, over 17145.31 utterances.], batch size: 34, lr: 3.75e-04
2022-08-25 22:40:30,241 INFO [train.py:927] (7/8) Epoch 10, batch 500, giga_loss[loss=0.2269, simple_loss=0.3055, pruned_loss=0.07413, over 12435.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03748, over 133.00 utterances.], tot_loss[loss=0.1792, simple_loss=0.261, pruned_loss=0.04873, over 2272424.63 frames. utt_duration=531.6 frames, utt_pad_proportion=0.0658, over 17148.07 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.05718, over 556613.13 frames. utt_duration=1107 frames, utt_pad_proportion=0.09311, over 2013.30 utterances.], giga_tot_loss[loss=0.1768, simple_loss=0.2578, pruned_loss=0.04789, over 2214384.29 frames. utt_duration=502.9 frames, utt_pad_proportion=0.0645, over 17664.29 utterances.], batch size: 133, lr: 3.75e-04
2022-08-25 22:42:12,712 INFO [train.py:927] (7/8) Epoch 10, batch 550, giga_loss[loss=0.1958, simple_loss=0.292, pruned_loss=0.04981, over 12463.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04113, over 31.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2726, pruned_loss=0.05367, over 2318346.01 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06575, over 17059.77 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2908, pruned_loss=0.0568, over 585365.98 frames. utt_duration=1115 frames, utt_pad_proportion=0.08958, over 2103.56 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2701, pruned_loss=0.05314, over 2269998.49 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06494, over 17590.85 utterances.], batch size: 31, lr: 3.75e-04
2022-08-25 22:43:53,874 INFO [train.py:927] (7/8) Epoch 10, batch 600, giga_loss[loss=0.214, simple_loss=0.3014, pruned_loss=0.06333, over 12377.00 frames. utt_duration=307 frames, utt_pad_proportion=0.05548, over 162.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2799, pruned_loss=0.05636, over 2352324.79 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06964, over 18240.10 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2913, pruned_loss=0.05681, over 622851.80 frames. utt_duration=1131 frames, utt_pad_proportion=0.08452, over 2205.82 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2777, pruned_loss=0.05596, over 2311467.45 frames. utt_duration=492 frames, utt_pad_proportion=0.06934, over 18850.98 utterances.], batch size: 162, lr: 3.75e-04
2022-08-25 22:45:35,656 INFO [train.py:927] (7/8) Epoch 10, batch 650, giga_loss[loss=0.2017, simple_loss=0.2914, pruned_loss=0.05603, over 12421.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04905, over 34.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2839, pruned_loss=0.05714, over 2379253.66 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06797, over 18080.85 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.05807, over 686434.19 frames. utt_duration=1108 frames, utt_pad_proportion=0.09084, over 2481.82 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2811, pruned_loss=0.05648, over 2343151.98 frames. utt_duration=499 frames, utt_pad_proportion=0.06684, over 18840.20 utterances.], batch size: 34, lr: 3.75e-04
2022-08-25 22:47:18,126 INFO [train.py:927] (7/8) Epoch 10, batch 700, giga_loss[loss=0.2198, simple_loss=0.3098, pruned_loss=0.06494, over 12430.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03819, over 105.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2875, pruned_loss=0.05946, over 2400484.00 frames. utt_duration=549.5 frames, utt_pad_proportion=0.0653, over 17523.24 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2925, pruned_loss=0.05776, over 730298.46 frames. utt_duration=1137 frames, utt_pad_proportion=0.08618, over 2572.80 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2856, pruned_loss=0.05907, over 2370155.85 frames. utt_duration=516.9 frames, utt_pad_proportion=0.0649, over 18395.63 utterances.], batch size: 105, lr: 3.75e-04
2022-08-25 22:49:09,107 INFO [train.py:927] (7/8) Epoch 10, batch 750, giga_loss[loss=0.2505, simple_loss=0.3302, pruned_loss=0.08543, over 12314.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02552, over 45.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2935, pruned_loss=0.06227, over 2416866.01 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06593, over 17864.26 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2922, pruned_loss=0.05789, over 756471.19 frames. utt_duration=1145 frames, utt_pad_proportion=0.08324, over 2645.83 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2922, pruned_loss=0.06199, over 2391917.09 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06581, over 18676.22 utterances.], batch size: 45, lr: 3.75e-04
2022-08-25 22:50:49,467 INFO [train.py:927] (7/8) Epoch 10, batch 800, giga_loss[loss=0.2054, simple_loss=0.299, pruned_loss=0.05592, over 12206.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.02763, over 42.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2962, pruned_loss=0.06279, over 2427882.51 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06652, over 17636.52 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2908, pruned_loss=0.05746, over 814923.06 frames. utt_duration=1171 frames, utt_pad_proportion=0.07685, over 2788.00 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2957, pruned_loss=0.06287, over 2406880.84 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06713, over 18656.11 utterances.], batch size: 42, lr: 3.75e-04
2022-08-25 22:52:32,253 INFO [train.py:927] (7/8) Epoch 10, batch 850, giga_loss[loss=0.2243, simple_loss=0.2968, pruned_loss=0.07587, over 12393.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2969, pruned_loss=0.06209, over 2437749.74 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06574, over 17702.90 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2899, pruned_loss=0.05701, over 831361.26 frames. utt_duration=1181 frames, utt_pad_proportion=0.07544, over 2819.04 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2968, pruned_loss=0.06233, over 2420952.79 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06641, over 18608.36 utterances.], batch size: 258, lr: 3.75e-04
2022-08-25 22:54:14,769 INFO [train.py:927] (7/8) Epoch 10, batch 900, giga_loss[loss=0.1821, simple_loss=0.275, pruned_loss=0.04459, over 12471.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03898, over 26.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2966, pruned_loss=0.06137, over 2445793.76 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06249, over 17134.05 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2888, pruned_loss=0.05635, over 863910.90 frames. utt_duration=1196 frames, utt_pad_proportion=0.07271, over 2893.15 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.297, pruned_loss=0.06185, over 2431932.74 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06349, over 18045.30 utterances.], batch size: 26, lr: 3.75e-04
2022-08-25 22:55:56,824 INFO [train.py:927] (7/8) Epoch 10, batch 950, giga_loss[loss=0.2182, simple_loss=0.3025, pruned_loss=0.06698, over 12412.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03385, over 80.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2988, pruned_loss=0.0643, over 2451768.94 frames. utt_duration=585.6 frames, utt_pad_proportion=0.06157, over 16789.93 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2885, pruned_loss=0.05601, over 895902.73 frames. utt_duration=1208 frames, utt_pad_proportion=0.06986, over 2970.70 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2995, pruned_loss=0.06493, over 2440287.73 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06277, over 17696.34 utterances.], batch size: 80, lr: 3.75e-04
2022-08-25 22:57:39,550 INFO [train.py:927] (7/8) Epoch 10, batch 1000, giga_loss[loss=0.2017, simple_loss=0.2898, pruned_loss=0.05677, over 12166.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.02959, over 36.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2985, pruned_loss=0.06496, over 2456122.19 frames. utt_duration=582.2 frames, utt_pad_proportion=0.0608, over 16919.08 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2884, pruned_loss=0.05613, over 911310.06 frames. utt_duration=1217 frames, utt_pad_proportion=0.06871, over 2998.92 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2991, pruned_loss=0.06549, over 2447210.70 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06191, over 17727.05 utterances.], batch size: 36, lr: 3.75e-04
2022-08-25 22:59:23,688 INFO [train.py:927] (7/8) Epoch 10, batch 1050, giga_loss[loss=0.227, simple_loss=0.3064, pruned_loss=0.07377, over 12439.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04081, over 31.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2983, pruned_loss=0.06519, over 2459516.49 frames. utt_duration=608 frames, utt_pad_proportion=0.05629, over 16222.36 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.289, pruned_loss=0.05634, over 949575.89 frames. utt_duration=1219 frames, utt_pad_proportion=0.06718, over 3120.02 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2988, pruned_loss=0.06572, over 2452443.19 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05752, over 17062.21 utterances.], batch size: 31, lr: 3.75e-04
2022-08-25 23:01:07,018 INFO [train.py:927] (7/8) Epoch 10, batch 1100, giga_loss[loss=0.2035, simple_loss=0.2909, pruned_loss=0.05807, over 12346.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.0299, over 70.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2979, pruned_loss=0.0651, over 2462517.64 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05666, over 16674.98 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2902, pruned_loss=0.05708, over 987239.64 frames. utt_duration=1221 frames, utt_pad_proportion=0.06495, over 3237.97 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.298, pruned_loss=0.06546, over 2456643.31 frames. utt_duration=561.9 frames, utt_pad_proportion=0.05788, over 17535.40 utterances.], batch size: 70, lr: 3.75e-04
2022-08-25 23:02:51,601 INFO [train.py:927] (7/8) Epoch 10, batch 1150, giga_loss[loss=0.1896, simple_loss=0.2748, pruned_loss=0.05219, over 12421.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04238, over 146.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2938, pruned_loss=0.06334, over 2465298.90 frames. utt_duration=575.9 frames, utt_pad_proportion=0.05768, over 17166.48 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2899, pruned_loss=0.0568, over 1023639.68 frames. utt_duration=1223 frames, utt_pad_proportion=0.06408, over 3352.14 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2942, pruned_loss=0.0639, over 2460750.80 frames. utt_duration=546.5 frames, utt_pad_proportion=0.05862, over 18059.27 utterances.], batch size: 146, lr: 3.75e-04
2022-08-25 23:04:35,528 INFO [train.py:927] (7/8) Epoch 10, batch 1200, giga_loss[loss=0.2368, simple_loss=0.3054, pruned_loss=0.08407, over 12379.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2913, pruned_loss=0.06259, over 2467845.86 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05933, over 18048.70 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.289, pruned_loss=0.05662, over 1052329.61 frames. utt_duration=1234 frames, utt_pad_proportion=0.06193, over 3416.61 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.292, pruned_loss=0.06322, over 2464189.19 frames. utt_duration=521.4 frames, utt_pad_proportion=0.0603, over 18960.38 utterances.], batch size: 258, lr: 3.74e-04
2022-08-25 23:06:17,066 INFO [train.py:927] (7/8) Epoch 10, batch 1250, giga_loss[loss=0.2122, simple_loss=0.2922, pruned_loss=0.06613, over 12345.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03587, over 104.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2909, pruned_loss=0.06225, over 2468478.81 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06095, over 17696.92 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2888, pruned_loss=0.05653, over 1087535.75 frames. utt_duration=1241 frames, utt_pad_proportion=0.05925, over 3509.17 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2915, pruned_loss=0.06292, over 2465422.22 frames. utt_duration=530 frames, utt_pad_proportion=0.06208, over 18659.32 utterances.], batch size: 104, lr: 3.74e-04
2022-08-25 23:07:57,357 INFO [train.py:927] (7/8) Epoch 10, batch 1300, giga_loss[loss=0.1729, simple_loss=0.2579, pruned_loss=0.04396, over 12377.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02736, over 91.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2874, pruned_loss=0.06081, over 2469069.02 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05706, over 17058.76 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2885, pruned_loss=0.05626, over 1128165.25 frames. utt_duration=1250 frames, utt_pad_proportion=0.0564, over 3613.49 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.288, pruned_loss=0.06159, over 2466897.44 frames. utt_duration=546.3 frames, utt_pad_proportion=0.0587, over 18112.36 utterances.], batch size: 91, lr: 3.74e-04
2022-08-25 23:09:41,602 INFO [train.py:927] (7/8) Epoch 10, batch 1350, giga_loss[loss=0.1912, simple_loss=0.2745, pruned_loss=0.05397, over 12368.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03919, over 113.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2843, pruned_loss=0.05998, over 2470064.88 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05806, over 16786.71 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2863, pruned_loss=0.05517, over 1180429.56 frames. utt_duration=1274 frames, utt_pad_proportion=0.05341, over 3711.16 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2857, pruned_loss=0.06123, over 2468711.92 frames. utt_duration=549.6 frames, utt_pad_proportion=0.05984, over 18017.73 utterances.], batch size: 113, lr: 3.74e-04
2022-08-25 23:11:22,169 INFO [train.py:927] (7/8) Epoch 10, batch 1400, giga_loss[loss=0.2016, simple_loss=0.2876, pruned_loss=0.05775, over 12379.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05929, over 182.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2817, pruned_loss=0.0585, over 2470694.91 frames. utt_duration=616.1 frames, utt_pad_proportion=0.05382, over 16080.09 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2875, pruned_loss=0.05523, over 1218527.84 frames. utt_duration=1272 frames, utt_pad_proportion=0.05266, over 3835.96 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2822, pruned_loss=0.0596, over 2469737.63 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05579, over 17299.22 utterances.], batch size: 182, lr: 3.74e-04
2022-08-25 23:13:06,117 INFO [train.py:927] (7/8) Epoch 10, batch 1450, giga_loss[loss=0.1819, simple_loss=0.2564, pruned_loss=0.05365, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02809, over 48.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2787, pruned_loss=0.05719, over 2471263.66 frames. utt_duration=626.2 frames, utt_pad_proportion=0.05109, over 15824.37 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2876, pruned_loss=0.05505, over 1243388.26 frames. utt_duration=1280 frames, utt_pad_proportion=0.05109, over 3890.85 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2788, pruned_loss=0.05818, over 2470510.00 frames. utt_duration=584 frames, utt_pad_proportion=0.05317, over 16963.47 utterances.], batch size: 48, lr: 3.74e-04
2022-08-25 23:14:46,051 INFO [train.py:927] (7/8) Epoch 10, batch 1500, giga_loss[loss=0.1771, simple_loss=0.2542, pruned_loss=0.04998, over 12326.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02282, over 45.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2771, pruned_loss=0.05713, over 2470884.91 frames. utt_duration=647.3 frames, utt_pad_proportion=0.05108, over 15304.89 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2875, pruned_loss=0.05517, over 1285777.69 frames. utt_duration=1288 frames, utt_pad_proportion=0.04881, over 3998.80 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.277, pruned_loss=0.05795, over 2470212.50 frames. utt_duration=600.8 frames, utt_pad_proportion=0.05332, over 16488.68 utterances.], batch size: 45, lr: 3.74e-04
2022-08-25 23:16:32,092 INFO [train.py:927] (7/8) Epoch 10, batch 1550, giga_loss[loss=0.202, simple_loss=0.273, pruned_loss=0.0655, over 12328.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03454, over 51.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2771, pruned_loss=0.05748, over 2472151.48 frames. utt_duration=662.5 frames, utt_pad_proportion=0.04826, over 14960.58 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2867, pruned_loss=0.05506, over 1315237.46 frames. utt_duration=1295 frames, utt_pad_proportion=0.0471, over 4068.21 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2772, pruned_loss=0.05824, over 2471509.73 frames. utt_duration=615.6 frames, utt_pad_proportion=0.05068, over 16097.36 utterances.], batch size: 51, lr: 3.74e-04
2022-08-25 23:18:14,416 INFO [train.py:927] (7/8) Epoch 10, batch 1600, giga_loss[loss=0.3002, simple_loss=0.3581, pruned_loss=0.1212, over 12433.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04392, over 114.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2827, pruned_loss=0.06099, over 2472015.46 frames. utt_duration=628 frames, utt_pad_proportion=0.05449, over 15782.63 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.286, pruned_loss=0.05497, over 1343638.41 frames. utt_duration=1303 frames, utt_pad_proportion=0.04571, over 4128.92 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.283, pruned_loss=0.06174, over 2471718.39 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05633, over 16896.97 utterances.], batch size: 114, lr: 3.74e-04
2022-08-25 23:20:00,114 INFO [train.py:927] (7/8) Epoch 10, batch 1650, giga_loss[loss=0.1983, simple_loss=0.2954, pruned_loss=0.05061, over 12311.00 frames. utt_duration=850.6 frames, utt_pad_proportion=0.03456, over 58.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2878, pruned_loss=0.06296, over 2472714.79 frames. utt_duration=590.4 frames, utt_pad_proportion=0.0582, over 16794.75 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2857, pruned_loss=0.05469, over 1354823.65 frames. utt_duration=1306 frames, utt_pad_proportion=0.04511, over 4154.59 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2881, pruned_loss=0.06373, over 2472537.47 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05956, over 17749.14 utterances.], batch size: 58, lr: 3.74e-04
2022-08-25 23:21:42,199 INFO [train.py:927] (7/8) Epoch 10, batch 1700, giga_loss[loss=0.2369, simple_loss=0.3257, pruned_loss=0.07406, over 12342.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02991, over 91.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2947, pruned_loss=0.06554, over 2472484.97 frames. utt_duration=576 frames, utt_pad_proportion=0.05952, over 17216.18 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2862, pruned_loss=0.05476, over 1382244.54 frames. utt_duration=1307 frames, utt_pad_proportion=0.04559, over 4236.73 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2948, pruned_loss=0.06634, over 2472556.21 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06054, over 18187.95 utterances.], batch size: 91, lr: 3.74e-04
2022-08-25 23:23:24,196 INFO [train.py:927] (7/8) Epoch 10, batch 1750, giga_loss[loss=0.2037, simple_loss=0.2914, pruned_loss=0.05803, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03573, over 40.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2967, pruned_loss=0.06581, over 2472518.03 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06438, over 17661.00 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2863, pruned_loss=0.0549, over 1393078.24 frames. utt_duration=1311 frames, utt_pad_proportion=0.04504, over 4256.31 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2969, pruned_loss=0.06648, over 2472610.81 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06513, over 18527.46 utterances.], batch size: 40, lr: 3.74e-04
2022-08-25 23:25:04,587 INFO [train.py:927] (7/8) Epoch 10, batch 1800, giga_loss[loss=0.211, simple_loss=0.2957, pruned_loss=0.06318, over 12464.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.02815, over 55.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2966, pruned_loss=0.06482, over 2472441.77 frames. utt_duration=528.5 frames, utt_pad_proportion=0.07682, over 18764.86 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2868, pruned_loss=0.05515, over 1414277.99 frames. utt_duration=1315 frames, utt_pad_proportion=0.04391, over 4306.89 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2967, pruned_loss=0.06539, over 2472724.21 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07728, over 19669.45 utterances.], batch size: 55, lr: 3.74e-04
2022-08-25 23:26:48,429 INFO [train.py:927] (7/8) Epoch 10, batch 1850, giga_loss[loss=0.1788, simple_loss=0.2689, pruned_loss=0.04435, over 12462.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04007, over 34.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2972, pruned_loss=0.06483, over 2472659.98 frames. utt_duration=539.1 frames, utt_pad_proportion=0.07593, over 18397.30 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2871, pruned_loss=0.05527, over 1445801.79 frames. utt_duration=1315 frames, utt_pad_proportion=0.04237, over 4401.66 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2973, pruned_loss=0.06548, over 2472706.51 frames. utt_duration=510.8 frames, utt_pad_proportion=0.07696, over 19418.18 utterances.], batch size: 34, lr: 3.74e-04
2022-08-25 23:28:34,575 INFO [train.py:927] (7/8) Epoch 10, batch 1900, giga_loss[loss=0.2407, simple_loss=0.3131, pruned_loss=0.08412, over 12404.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0348, over 80.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.299, pruned_loss=0.06631, over 2473421.01 frames. utt_duration=541.9 frames, utt_pad_proportion=0.0734, over 18308.23 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2873, pruned_loss=0.05533, over 1476327.11 frames. utt_duration=1320 frames, utt_pad_proportion=0.0411, over 4477.84 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2992, pruned_loss=0.06705, over 2473368.88 frames. utt_duration=510.7 frames, utt_pad_proportion=0.07494, over 19427.31 utterances.], batch size: 80, lr: 3.74e-04
2022-08-25 23:30:19,436 INFO [train.py:927] (7/8) Epoch 10, batch 1950, giga_loss[loss=0.2101, simple_loss=0.3033, pruned_loss=0.05847, over 12437.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03243, over 75.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3015, pruned_loss=0.06836, over 2473926.14 frames. utt_duration=532.8 frames, utt_pad_proportion=0.07104, over 18624.34 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2879, pruned_loss=0.0557, over 1505580.70 frames. utt_duration=1321 frames, utt_pad_proportion=0.03975, over 4565.47 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3017, pruned_loss=0.06907, over 2474161.71 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07298, over 19827.95 utterances.], batch size: 75, lr: 3.74e-04
2022-08-25 23:32:01,618 INFO [train.py:927] (7/8) Epoch 10, batch 2000, libri_loss[loss=0.1617, simple_loss=0.2484, pruned_loss=0.03745, over 12405.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008069, over 30.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3018, pruned_loss=0.06837, over 2473164.31 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06931, over 18297.07 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2878, pruned_loss=0.05557, over 1524615.16 frames. utt_duration=1315 frames, utt_pad_proportion=0.04025, over 4642.58 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3024, pruned_loss=0.06926, over 2473523.18 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07107, over 19440.87 utterances.], batch size: 30, lr: 3.74e-04
2022-08-25 23:33:45,701 INFO [train.py:927] (7/8) Epoch 10, batch 2050, giga_loss[loss=0.2121, simple_loss=0.2976, pruned_loss=0.06327, over 12304.00 frames. utt_duration=795.5 frames, utt_pad_proportion=0.03696, over 62.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3029, pruned_loss=0.06807, over 2472914.90 frames. utt_duration=553 frames, utt_pad_proportion=0.06837, over 17934.14 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2881, pruned_loss=0.05572, over 1543510.26 frames. utt_duration=1288 frames, utt_pad_proportion=0.04894, over 4800.59 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3034, pruned_loss=0.06891, over 2473144.52 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06819, over 18935.01 utterances.], batch size: 62, lr: 3.74e-04
2022-08-25 23:35:28,255 INFO [train.py:927] (7/8) Epoch 10, batch 2100, giga_loss[loss=0.2446, simple_loss=0.3265, pruned_loss=0.08131, over 12420.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03804, over 133.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3021, pruned_loss=0.06772, over 2473065.47 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06628, over 17182.94 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2877, pruned_loss=0.05546, over 1575713.77 frames. utt_duration=1294 frames, utt_pad_proportion=0.04714, over 4875.26 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3032, pruned_loss=0.06894, over 2473095.51 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06687, over 18316.74 utterances.], batch size: 133, lr: 3.74e-04
2022-08-25 23:37:08,604 INFO [train.py:927] (7/8) Epoch 10, batch 2150, giga_loss[loss=0.2241, simple_loss=0.3124, pruned_loss=0.06795, over 12299.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03292, over 51.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3016, pruned_loss=0.06762, over 2473422.43 frames. utt_duration=614.1 frames, utt_pad_proportion=0.06156, over 16150.18 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2874, pruned_loss=0.05546, over 1602497.03 frames. utt_duration=1302 frames, utt_pad_proportion=0.04554, over 4928.31 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.303, pruned_loss=0.06895, over 2473282.71 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06292, over 17333.32 utterances.], batch size: 51, lr: 3.74e-04
2022-08-25 23:38:49,079 INFO [train.py:927] (7/8) Epoch 10, batch 2200, giga_loss[loss=0.2319, simple_loss=0.309, pruned_loss=0.07745, over 12367.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05289, over 161.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3017, pruned_loss=0.06777, over 2472630.98 frames. utt_duration=625.3 frames, utt_pad_proportion=0.06134, over 15856.15 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2875, pruned_loss=0.05548, over 1624240.68 frames. utt_duration=1303 frames, utt_pad_proportion=0.04437, over 4990.49 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3031, pruned_loss=0.06908, over 2472328.11 frames. utt_duration=583.7 frames, utt_pad_proportion=0.0629, over 16986.97 utterances.], batch size: 161, lr: 3.74e-04
2022-08-25 23:40:32,557 INFO [train.py:927] (7/8) Epoch 10, batch 2250, giga_loss[loss=0.2369, simple_loss=0.3161, pruned_loss=0.07878, over 12402.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04908, over 34.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3022, pruned_loss=0.06772, over 2473082.56 frames. utt_duration=612.9 frames, utt_pad_proportion=0.06109, over 16180.24 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2877, pruned_loss=0.05548, over 1632729.74 frames. utt_duration=1296 frames, utt_pad_proportion=0.04534, over 5045.51 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3034, pruned_loss=0.06887, over 2472828.36 frames. utt_duration=579.3 frames, utt_pad_proportion=0.06213, over 17118.89 utterances.], batch size: 34, lr: 3.74e-04
2022-08-25 23:42:16,575 INFO [train.py:927] (7/8) Epoch 10, batch 2300, libri_loss[loss=0.2171, simple_loss=0.3011, pruned_loss=0.06657, over 12347.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005211, over 33.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3019, pruned_loss=0.06785, over 2473244.57 frames. utt_duration=632.5 frames, utt_pad_proportion=0.05776, over 15676.90 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2878, pruned_loss=0.05571, over 1657729.08 frames. utt_duration=1301 frames, utt_pad_proportion=0.04386, over 5103.45 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3031, pruned_loss=0.06894, over 2472951.41 frames. utt_duration=595.1 frames, utt_pad_proportion=0.05934, over 16664.49 utterances.], batch size: 33, lr: 3.74e-04
2022-08-25 23:43:57,534 INFO [train.py:927] (7/8) Epoch 10, batch 2350, giga_loss[loss=0.2179, simple_loss=0.303, pruned_loss=0.06646, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0277, over 48.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3003, pruned_loss=0.06702, over 2472671.20 frames. utt_duration=611.3 frames, utt_pad_proportion=0.06093, over 16218.96 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2891, pruned_loss=0.056, over 1685779.82 frames. utt_duration=1284 frames, utt_pad_proportion=0.04795, over 5257.79 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3009, pruned_loss=0.06812, over 2472498.28 frames. utt_duration=575.6 frames, utt_pad_proportion=0.0612, over 17226.17 utterances.], batch size: 48, lr: 3.74e-04
2022-08-25 23:45:38,859 INFO [train.py:927] (7/8) Epoch 10, batch 2400, giga_loss[loss=0.1966, simple_loss=0.2823, pruned_loss=0.05543, over 12362.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.03622, over 26.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.298, pruned_loss=0.0663, over 2472855.36 frames. utt_duration=619.9 frames, utt_pad_proportion=0.06351, over 15994.85 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2895, pruned_loss=0.05619, over 1701418.54 frames. utt_duration=1281 frames, utt_pad_proportion=0.04762, over 5318.27 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2985, pruned_loss=0.06724, over 2472699.50 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06378, over 16923.31 utterances.], batch size: 26, lr: 3.74e-04
2022-08-25 23:47:20,603 INFO [train.py:927] (7/8) Epoch 10, batch 2450, giga_loss[loss=0.2197, simple_loss=0.3065, pruned_loss=0.06645, over 12389.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06415, over 183.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2946, pruned_loss=0.06514, over 2472180.35 frames. utt_duration=630.5 frames, utt_pad_proportion=0.05952, over 15721.21 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2895, pruned_loss=0.0562, over 1716578.15 frames. utt_duration=1285 frames, utt_pad_proportion=0.0466, over 5351.62 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.295, pruned_loss=0.06605, over 2472186.11 frames. utt_duration=596.7 frames, utt_pad_proportion=0.06034, over 16614.90 utterances.], batch size: 183, lr: 3.74e-04
2022-08-25 23:49:03,295 INFO [train.py:927] (7/8) Epoch 10, batch 2500, giga_loss[loss=0.1798, simple_loss=0.2694, pruned_loss=0.04511, over 12378.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2918, pruned_loss=0.0641, over 2473144.50 frames. utt_duration=638 frames, utt_pad_proportion=0.05612, over 15542.19 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.29, pruned_loss=0.05631, over 1731706.77 frames. utt_duration=1283 frames, utt_pad_proportion=0.04608, over 5406.21 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.292, pruned_loss=0.06492, over 2473052.44 frames. utt_duration=605.1 frames, utt_pad_proportion=0.05719, over 16389.62 utterances.], batch size: 62, lr: 3.73e-04
2022-08-25 23:50:46,640 INFO [train.py:927] (7/8) Epoch 10, batch 2550, giga_loss[loss=0.2034, simple_loss=0.2876, pruned_loss=0.05961, over 12360.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02944, over 66.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2903, pruned_loss=0.06289, over 2473336.72 frames. utt_duration=631.1 frames, utt_pad_proportion=0.05494, over 15712.58 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2893, pruned_loss=0.05606, over 1757526.72 frames. utt_duration=1291 frames, utt_pad_proportion=0.04443, over 5452.40 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2909, pruned_loss=0.06392, over 2473031.34 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05645, over 16682.20 utterances.], batch size: 66, lr: 3.73e-04
2022-08-25 23:52:28,163 INFO [train.py:927] (7/8) Epoch 10, batch 2600, giga_loss[loss=0.1781, simple_loss=0.2584, pruned_loss=0.04893, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04805, over 34.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2916, pruned_loss=0.06297, over 2473555.84 frames. utt_duration=615.7 frames, utt_pad_proportion=0.0524, over 16108.20 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2892, pruned_loss=0.05625, over 1778371.92 frames. utt_duration=1298 frames, utt_pad_proportion=0.04304, over 5488.37 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2922, pruned_loss=0.06386, over 2473631.36 frames. utt_duration=579.3 frames, utt_pad_proportion=0.0542, over 17123.92 utterances.], batch size: 34, lr: 3.73e-04
2022-08-25 23:54:07,589 INFO [train.py:927] (7/8) Epoch 10, batch 2650, giga_loss[loss=0.1997, simple_loss=0.2885, pruned_loss=0.0555, over 12273.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02699, over 54.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2938, pruned_loss=0.06329, over 2474360.83 frames. utt_duration=573 frames, utt_pad_proportion=0.05554, over 17319.79 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2897, pruned_loss=0.05636, over 1802419.68 frames. utt_duration=1297 frames, utt_pad_proportion=0.04271, over 5563.72 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2941, pruned_loss=0.06414, over 2474366.35 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05696, over 18426.56 utterances.], batch size: 54, lr: 3.73e-04
2022-08-25 23:55:50,028 INFO [train.py:927] (7/8) Epoch 10, batch 2700, giga_loss[loss=0.2091, simple_loss=0.2818, pruned_loss=0.06821, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03609, over 37.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2932, pruned_loss=0.06239, over 2474591.51 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05585, over 17615.76 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2902, pruned_loss=0.05664, over 1825534.04 frames. utt_duration=1293 frames, utt_pad_proportion=0.04207, over 5653.42 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2931, pruned_loss=0.06308, over 2474651.27 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05733, over 18805.82 utterances.], batch size: 37, lr: 3.73e-04
2022-08-25 23:57:36,843 INFO [train.py:927] (7/8) Epoch 10, batch 2750, giga_loss[loss=0.2099, simple_loss=0.3009, pruned_loss=0.05941, over 12387.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05931, over 182.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2944, pruned_loss=0.06311, over 2475474.27 frames. utt_duration=540.7 frames, utt_pad_proportion=0.05506, over 18362.91 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2899, pruned_loss=0.05663, over 1844696.38 frames. utt_duration=1297 frames, utt_pad_proportion=0.04125, over 5695.08 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2947, pruned_loss=0.06385, over 2475572.96 frames. utt_duration=506.1 frames, utt_pad_proportion=0.05659, over 19623.07 utterances.], batch size: 182, lr: 3.73e-04
2022-08-25 23:59:20,003 INFO [train.py:927] (7/8) Epoch 10, batch 2800, giga_loss[loss=0.2616, simple_loss=0.3284, pruned_loss=0.09744, over 12329.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2005, over 367.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2969, pruned_loss=0.06458, over 2474580.77 frames. utt_duration=544 frames, utt_pad_proportion=0.05667, over 18245.13 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2902, pruned_loss=0.05686, over 1859622.51 frames. utt_duration=1302 frames, utt_pad_proportion=0.04023, over 5721.47 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.297, pruned_loss=0.06517, over 2475270.72 frames. utt_duration=509.1 frames, utt_pad_proportion=0.05817, over 19505.78 utterances.], batch size: 367, lr: 3.73e-04
2022-08-26 00:01:01,054 INFO [train.py:927] (7/8) Epoch 10, batch 2850, giga_loss[loss=0.2138, simple_loss=0.2921, pruned_loss=0.06777, over 12362.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2973, pruned_loss=0.06428, over 2474577.62 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05701, over 17375.50 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2908, pruned_loss=0.05701, over 1871637.34 frames. utt_duration=1303 frames, utt_pad_proportion=0.03961, over 5751.85 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2971, pruned_loss=0.06478, over 2475294.71 frames. utt_duration=534.9 frames, utt_pad_proportion=0.0585, over 18563.88 utterances.], batch size: 366, lr: 3.73e-04
2022-08-26 00:02:41,722 INFO [train.py:927] (7/8) Epoch 10, batch 2900, giga_loss[loss=0.2224, simple_loss=0.3024, pruned_loss=0.07124, over 12360.00 frames. utt_duration=971 frames, utt_pad_proportion=0.0319, over 51.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2982, pruned_loss=0.06459, over 2474498.51 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05774, over 17594.15 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2909, pruned_loss=0.05717, over 1886198.55 frames. utt_duration=1305 frames, utt_pad_proportion=0.03881, over 5787.76 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2982, pruned_loss=0.06505, over 2475408.14 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05927, over 18778.17 utterances.], batch size: 51, lr: 3.73e-04
2022-08-26 00:04:25,831 INFO [train.py:927] (7/8) Epoch 10, batch 2950, libri_loss[loss=0.1775, simple_loss=0.2606, pruned_loss=0.04718, over 12179.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006883, over 33.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2963, pruned_loss=0.06364, over 2473605.78 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05602, over 16908.27 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2907, pruned_loss=0.05712, over 1891781.32 frames. utt_duration=1306 frames, utt_pad_proportion=0.03843, over 5799.84 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2965, pruned_loss=0.06411, over 2474589.14 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05755, over 17934.56 utterances.], batch size: 33, lr: 3.73e-04
2022-08-26 00:06:05,369 INFO [train.py:927] (7/8) Epoch 10, batch 3000, giga_loss[loss=0.2013, simple_loss=0.2918, pruned_loss=0.05536, over 12347.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02983, over 91.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.293, pruned_loss=0.06235, over 2473266.83 frames. utt_duration=613.6 frames, utt_pad_proportion=0.05473, over 16163.62 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2906, pruned_loss=0.05741, over 1908681.29 frames. utt_duration=1297 frames, utt_pad_proportion=0.04344, over 5891.88 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2933, pruned_loss=0.06268, over 2474349.36 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05477, over 17188.62 utterances.], batch size: 91, lr: 3.73e-04
2022-08-26 00:06:05,370 INFO [train.py:958] (7/8) Computing validation loss
2022-08-26 00:06:20,097 INFO [train.py:967] (7/8) 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] (7/8) Epoch 10, batch 3050, giga_loss[loss=0.2096, simple_loss=0.3061, pruned_loss=0.05654, over 12365.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.0423, over 133.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2941, pruned_loss=0.0617, over 2473338.31 frames. utt_duration=589 frames, utt_pad_proportion=0.05718, over 16838.59 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2909, pruned_loss=0.05741, over 1919540.18 frames. utt_duration=1300 frames, utt_pad_proportion=0.0426, over 5911.87 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2942, pruned_loss=0.06206, over 2474527.77 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05739, over 17827.54 utterances.], batch size: 133, lr: 3.73e-04
2022-08-26 00:09:38,637 INFO [train.py:927] (7/8) Epoch 10, batch 3100, giga_loss[loss=0.1917, simple_loss=0.2675, pruned_loss=0.05792, over 12264.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02832, over 42.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2949, pruned_loss=0.06181, over 2473541.21 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05529, over 17189.05 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.291, pruned_loss=0.05751, over 1935625.28 frames. utt_duration=1297 frames, utt_pad_proportion=0.04251, over 5974.48 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.295, pruned_loss=0.06214, over 2474777.37 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05576, over 18209.36 utterances.], batch size: 42, lr: 3.73e-04
2022-08-26 00:11:19,189 INFO [train.py:927] (7/8) Epoch 10, batch 3150, giga_loss[loss=0.2016, simple_loss=0.2813, pruned_loss=0.0609, over 12257.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03186, over 45.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2932, pruned_loss=0.06222, over 2473830.50 frames. utt_duration=597.2 frames, utt_pad_proportion=0.0521, over 16612.43 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.291, pruned_loss=0.05759, over 1948703.99 frames. utt_duration=1300 frames, utt_pad_proportion=0.04151, over 6003.89 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2933, pruned_loss=0.06253, over 2475034.91 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05307, over 17648.81 utterances.], batch size: 45, lr: 3.73e-04
2022-08-26 00:12:57,939 INFO [train.py:927] (7/8) Epoch 10, batch 3200, giga_loss[loss=0.2133, simple_loss=0.2957, pruned_loss=0.06545, over 12426.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06127, over 183.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2918, pruned_loss=0.06234, over 2473870.42 frames. utt_duration=597.7 frames, utt_pad_proportion=0.05134, over 16596.52 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2912, pruned_loss=0.05772, over 1964356.44 frames. utt_duration=1302 frames, utt_pad_proportion=0.04054, over 6041.15 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2919, pruned_loss=0.06262, over 2474765.24 frames. utt_duration=562 frames, utt_pad_proportion=0.05253, over 17660.03 utterances.], batch size: 183, lr: 3.73e-04
2022-08-26 00:14:37,498 INFO [train.py:927] (7/8) Epoch 10, batch 3250, giga_loss[loss=0.1939, simple_loss=0.2705, pruned_loss=0.05861, over 12335.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03074, over 48.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2895, pruned_loss=0.06112, over 2473595.10 frames. utt_duration=608.7 frames, utt_pad_proportion=0.0504, over 16295.37 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2919, pruned_loss=0.05801, over 1979155.23 frames. utt_duration=1290 frames, utt_pad_proportion=0.045, over 6143.09 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2889, pruned_loss=0.06124, over 2474567.44 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05028, over 17345.24 utterances.], batch size: 48, lr: 3.73e-04
2022-08-26 00:16:15,464 INFO [train.py:927] (7/8) Epoch 10, batch 3300, giga_loss[loss=0.2187, simple_loss=0.3004, pruned_loss=0.0685, over 12363.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07144, over 211.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2875, pruned_loss=0.06056, over 2473686.39 frames. utt_duration=615.3 frames, utt_pad_proportion=0.05321, over 16121.81 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2936, pruned_loss=0.05873, over 1998643.70 frames. utt_duration=1270 frames, utt_pad_proportion=0.05024, over 6304.27 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2857, pruned_loss=0.06025, over 2474420.11 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05142, over 17183.32 utterances.], batch size: 211, lr: 3.73e-04
2022-08-26 00:17:57,609 INFO [train.py:927] (7/8) Epoch 10, batch 3350, giga_loss[loss=0.2164, simple_loss=0.3003, pruned_loss=0.06625, over 12413.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03348, over 80.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2881, pruned_loss=0.06059, over 2474109.50 frames. utt_duration=606.8 frames, utt_pad_proportion=0.0551, over 16350.14 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2938, pruned_loss=0.05886, over 2021536.19 frames. utt_duration=1277 frames, utt_pad_proportion=0.04828, over 6340.37 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2862, pruned_loss=0.0603, over 2475009.04 frames. utt_duration=563.2 frames, utt_pad_proportion=0.0543, over 17626.83 utterances.], batch size: 80, lr: 3.73e-04
2022-08-26 00:19:36,507 INFO [train.py:927] (7/8) Epoch 10, batch 3400, giga_loss[loss=0.2147, simple_loss=0.2976, pruned_loss=0.06588, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03021, over 48.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2902, pruned_loss=0.06159, over 2473057.38 frames. utt_duration=607.9 frames, utt_pad_proportion=0.05531, over 16312.02 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2938, pruned_loss=0.05895, over 2032247.64 frames. utt_duration=1281 frames, utt_pad_proportion=0.04722, over 6353.78 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2885, pruned_loss=0.06134, over 2474174.57 frames. utt_duration=566 frames, utt_pad_proportion=0.05504, over 17533.54 utterances.], batch size: 48, lr: 3.73e-04
2022-08-26 00:21:17,887 INFO [train.py:927] (7/8) Epoch 10, batch 3450, giga_loss[loss=0.216, simple_loss=0.3036, pruned_loss=0.06418, over 12265.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03601, over 28.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2929, pruned_loss=0.06265, over 2472821.74 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05354, over 16430.69 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2939, pruned_loss=0.059, over 2036420.94 frames. utt_duration=1283 frames, utt_pad_proportion=0.0468, over 6356.25 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2915, pruned_loss=0.06244, over 2473898.65 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05359, over 17479.02 utterances.], batch size: 28, lr: 3.73e-04
2022-08-26 00:23:03,349 INFO [train.py:927] (7/8) Epoch 10, batch 3500, giga_loss[loss=0.2416, simple_loss=0.3235, pruned_loss=0.07985, over 12366.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04297, over 133.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2989, pruned_loss=0.06727, over 2473374.94 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06219, over 17888.97 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2939, pruned_loss=0.05888, over 2044970.60 frames. utt_duration=1287 frames, utt_pad_proportion=0.04597, over 6362.12 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2979, pruned_loss=0.06731, over 2474338.87 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06216, over 18919.92 utterances.], batch size: 133, lr: 3.73e-04
2022-08-26 00:24:43,430 INFO [train.py:927] (7/8) Epoch 10, batch 3550, giga_loss[loss=0.2126, simple_loss=0.2985, pruned_loss=0.06338, over 12328.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03169, over 51.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3044, pruned_loss=0.07077, over 2474078.73 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06294, over 18204.34 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2939, pruned_loss=0.05893, over 2055434.39 frames. utt_duration=1290 frames, utt_pad_proportion=0.04509, over 6381.89 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3038, pruned_loss=0.07101, over 2474994.70 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06327, over 19272.60 utterances.], batch size: 51, lr: 3.73e-04
2022-08-26 00:26:24,489 INFO [train.py:927] (7/8) Epoch 10, batch 3600, giga_loss[loss=0.2532, simple_loss=0.3373, pruned_loss=0.08456, over 12312.00 frames. utt_duration=795.9 frames, utt_pad_proportion=0.03298, over 62.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.311, pruned_loss=0.076, over 2474039.47 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07165, over 19108.78 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2943, pruned_loss=0.05923, over 2059580.63 frames. utt_duration=1273 frames, utt_pad_proportion=0.05047, over 6477.64 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3103, pruned_loss=0.07609, over 2474784.91 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07026, over 19975.05 utterances.], batch size: 62, lr: 3.73e-04
2022-08-26 00:28:07,934 INFO [train.py:927] (7/8) Epoch 10, batch 3650, giga_loss[loss=0.2747, simple_loss=0.3444, pruned_loss=0.1025, over 12384.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04545, over 146.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3157, pruned_loss=0.07943, over 2473933.02 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07349, over 20042.56 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2939, pruned_loss=0.05901, over 2065573.01 frames. utt_duration=1277 frames, utt_pad_proportion=0.04992, over 6476.50 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3157, pruned_loss=0.07991, over 2474694.61 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07262, over 20901.16 utterances.], batch size: 146, lr: 3.73e-04
2022-08-26 00:29:50,613 INFO [train.py:927] (7/8) Epoch 10, batch 3700, giga_loss[loss=0.3256, simple_loss=0.363, pruned_loss=0.1441, over 12340.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2134, over 373.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3189, pruned_loss=0.08225, over 2473885.22 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07522, over 20045.52 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2947, pruned_loss=0.05922, over 2089362.99 frames. utt_duration=1279 frames, utt_pad_proportion=0.04873, over 6543.62 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3196, pruned_loss=0.08366, over 2474571.73 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07515, over 21425.26 utterances.], batch size: 373, lr: 3.73e-04
2022-08-26 00:31:41,055 INFO [train.py:927] (7/8) Epoch 10, batch 3750, giga_loss[loss=0.2575, simple_loss=0.3304, pruned_loss=0.0923, over 12413.00 frames. utt_duration=974.8 frames, utt_pad_proportion=0.02904, over 51.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3255, pruned_loss=0.08846, over 2474424.22 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07744, over 21512.71 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2943, pruned_loss=0.05908, over 2093385.32 frames. utt_duration=1283 frames, utt_pad_proportion=0.04838, over 6536.20 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3267, pruned_loss=0.08992, over 2474797.52 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07744, over 22736.19 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 00:33:26,879 INFO [train.py:927] (7/8) Epoch 10, batch 3800, giga_loss[loss=0.2158, simple_loss=0.2945, pruned_loss=0.06853, over 12462.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03018, over 80.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3244, pruned_loss=0.08842, over 2474005.67 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07622, over 21145.91 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2938, pruned_loss=0.05886, over 2100881.45 frames. utt_duration=1285 frames, utt_pad_proportion=0.04789, over 6547.55 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3261, pruned_loss=0.09027, over 2474358.69 frames. utt_duration=444 frames, utt_pad_proportion=0.07656, over 22367.13 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 00:35:08,953 INFO [train.py:927] (7/8) Epoch 10, batch 3850, giga_loss[loss=0.2649, simple_loss=0.3466, pruned_loss=0.09161, over 12392.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02915, over 58.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3235, pruned_loss=0.0876, over 2473111.82 frames. utt_duration=469 frames, utt_pad_proportion=0.07556, over 21157.57 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.293, pruned_loss=0.05867, over 2114539.04 frames. utt_duration=1295 frames, utt_pad_proportion=0.04633, over 6538.82 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3267, pruned_loss=0.0903, over 2474323.74 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07658, over 22695.22 utterances.], batch size: 58, lr: 3.72e-04
2022-08-26 00:36:55,384 INFO [train.py:927] (7/8) Epoch 10, batch 3900, giga_loss[loss=0.2306, simple_loss=0.3122, pruned_loss=0.07451, over 12404.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02935, over 62.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.327, pruned_loss=0.09015, over 2473410.47 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07962, over 22533.17 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2931, pruned_loss=0.05877, over 2123349.84 frames. utt_duration=1299 frames, utt_pad_proportion=0.04533, over 6545.23 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3302, pruned_loss=0.09291, over 2474445.03 frames. utt_duration=412.1 frames, utt_pad_proportion=0.0806, over 24103.61 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 00:38:41,196 INFO [train.py:927] (7/8) Epoch 10, batch 3950, giga_loss[loss=0.2647, simple_loss=0.3393, pruned_loss=0.09504, over 12412.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06328, over 183.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3266, pruned_loss=0.08931, over 2474216.77 frames. utt_duration=421.9 frames, utt_pad_proportion=0.08378, over 23539.70 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2933, pruned_loss=0.05901, over 2133863.10 frames. utt_duration=1297 frames, utt_pad_proportion=0.04487, over 6589.08 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3299, pruned_loss=0.09216, over 2474931.64 frames. utt_duration=394.4 frames, utt_pad_proportion=0.08472, over 25191.68 utterances.], batch size: 183, lr: 3.72e-04
2022-08-26 00:40:27,147 INFO [train.py:927] (7/8) Epoch 10, batch 4000, giga_loss[loss=0.2339, simple_loss=0.3147, pruned_loss=0.07656, over 12366.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06087, over 182.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3222, pruned_loss=0.08512, over 2474129.32 frames. utt_duration=442.3 frames, utt_pad_proportion=0.08043, over 22450.81 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2925, pruned_loss=0.05865, over 2144943.89 frames. utt_duration=1302 frames, utt_pad_proportion=0.04411, over 6595.30 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3265, pruned_loss=0.08862, over 2475327.21 frames. utt_duration=408.7 frames, utt_pad_proportion=0.08197, over 24312.18 utterances.], batch size: 182, lr: 3.72e-04
2022-08-26 00:42:13,258 INFO [train.py:927] (7/8) Epoch 10, batch 4050, giga_loss[loss=0.2202, simple_loss=0.2997, pruned_loss=0.07035, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.0299, over 37.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3207, pruned_loss=0.08413, over 2474730.80 frames. utt_duration=446.7 frames, utt_pad_proportion=0.08078, over 22232.79 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2927, pruned_loss=0.05884, over 2149704.59 frames. utt_duration=1289 frames, utt_pad_proportion=0.04922, over 6678.97 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3244, pruned_loss=0.08709, over 2475812.53 frames. utt_duration=416.9 frames, utt_pad_proportion=0.08096, over 23839.67 utterances.], batch size: 37, lr: 3.72e-04
2022-08-26 00:44:02,919 INFO [train.py:927] (7/8) Epoch 10, batch 4100, giga_loss[loss=0.2258, simple_loss=0.3011, pruned_loss=0.07527, over 12372.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3192, pruned_loss=0.08263, over 2474499.25 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07815, over 21417.93 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2928, pruned_loss=0.05888, over 2160847.93 frames. utt_duration=1291 frames, utt_pad_proportion=0.04783, over 6700.82 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3229, pruned_loss=0.08573, over 2475426.29 frames. utt_duration=429 frames, utt_pad_proportion=0.07914, over 23156.83 utterances.], batch size: 97, lr: 3.72e-04
2022-08-26 00:45:53,692 INFO [train.py:927] (7/8) Epoch 10, batch 4150, giga_loss[loss=0.2384, simple_loss=0.3287, pruned_loss=0.07404, over 12372.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03214, over 62.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3197, pruned_loss=0.08141, over 2474949.80 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07935, over 22008.36 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2928, pruned_loss=0.05872, over 2165437.20 frames. utt_duration=1293 frames, utt_pad_proportion=0.04719, over 6704.28 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3229, pruned_loss=0.0843, over 2475768.48 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08032, over 23584.21 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 00:47:39,348 INFO [train.py:927] (7/8) Epoch 10, batch 4200, giga_loss[loss=0.236, simple_loss=0.3216, pruned_loss=0.07518, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02711, over 45.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.321, pruned_loss=0.08114, over 2474747.39 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07381, over 21239.29 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.293, pruned_loss=0.05869, over 2173006.84 frames. utt_duration=1292 frames, utt_pad_proportion=0.04725, over 6736.33 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3241, pruned_loss=0.08394, over 2475482.65 frames. utt_duration=436 frames, utt_pad_proportion=0.07517, over 22788.39 utterances.], batch size: 45, lr: 3.72e-04
2022-08-26 00:49:24,840 INFO [train.py:927] (7/8) Epoch 10, batch 4250, giga_loss[loss=0.2434, simple_loss=0.3246, pruned_loss=0.08106, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0283, over 70.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3206, pruned_loss=0.08134, over 2474940.08 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07072, over 21273.41 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2934, pruned_loss=0.05895, over 2178871.60 frames. utt_duration=1293 frames, utt_pad_proportion=0.04642, over 6748.56 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3233, pruned_loss=0.08378, over 2475635.16 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07236, over 22762.81 utterances.], batch size: 70, lr: 3.72e-04
2022-08-26 00:51:09,994 INFO [train.py:927] (7/8) Epoch 10, batch 4300, giga_loss[loss=0.2459, simple_loss=0.3122, pruned_loss=0.08979, over 12439.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05378, over 162.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3183, pruned_loss=0.08116, over 2474994.77 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07688, over 21600.28 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2931, pruned_loss=0.05886, over 2183209.85 frames. utt_duration=1295 frames, utt_pad_proportion=0.04588, over 6749.33 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3209, pruned_loss=0.08343, over 2475612.98 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07801, over 22949.32 utterances.], batch size: 162, lr: 3.72e-04
2022-08-26 00:52:58,440 INFO [train.py:927] (7/8) Epoch 10, batch 4350, giga_loss[loss=0.2779, simple_loss=0.3518, pruned_loss=0.102, over 12409.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3175, pruned_loss=0.08016, over 2474147.64 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07684, over 21355.34 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2922, pruned_loss=0.05847, over 2188630.41 frames. utt_duration=1302 frames, utt_pad_proportion=0.04523, over 6732.48 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3208, pruned_loss=0.08266, over 2474983.55 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07809, over 22710.75 utterances.], batch size: 146, lr: 3.72e-04
2022-08-26 00:54:46,717 INFO [train.py:927] (7/8) Epoch 10, batch 4400, giga_loss[loss=0.2322, simple_loss=0.306, pruned_loss=0.07916, over 12477.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03578, over 43.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3182, pruned_loss=0.08066, over 2474260.22 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07805, over 21742.17 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2925, pruned_loss=0.05842, over 2191565.45 frames. utt_duration=1302 frames, utt_pad_proportion=0.04485, over 6742.14 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3208, pruned_loss=0.08286, over 2474839.60 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07916, over 22931.03 utterances.], batch size: 43, lr: 3.72e-04
2022-08-26 00:56:31,031 INFO [train.py:927] (7/8) Epoch 10, batch 4450, giga_loss[loss=0.2213, simple_loss=0.2996, pruned_loss=0.07149, over 12384.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02701, over 66.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3164, pruned_loss=0.07965, over 2475138.79 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07315, over 21177.90 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2925, pruned_loss=0.05847, over 2198441.59 frames. utt_duration=1306 frames, utt_pad_proportion=0.04402, over 6739.56 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.319, pruned_loss=0.08186, over 2475699.98 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07471, over 22455.19 utterances.], batch size: 66, lr: 3.72e-04
2022-08-26 00:58:16,470 INFO [train.py:927] (7/8) Epoch 10, batch 4500, giga_loss[loss=0.2315, simple_loss=0.3076, pruned_loss=0.07767, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02803, over 48.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3154, pruned_loss=0.07994, over 2475901.68 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0759, over 21600.13 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2928, pruned_loss=0.05863, over 2204059.28 frames. utt_duration=1306 frames, utt_pad_proportion=0.04324, over 6759.58 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3176, pruned_loss=0.08194, over 2476256.25 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07737, over 22859.05 utterances.], batch size: 48, lr: 3.72e-04
2022-08-26 01:00:03,294 INFO [train.py:927] (7/8) Epoch 10, batch 4550, giga_loss[loss=0.2287, simple_loss=0.2965, pruned_loss=0.08047, over 12483.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03356, over 43.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3139, pruned_loss=0.07955, over 2475108.65 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07731, over 21373.88 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.293, pruned_loss=0.05861, over 2207825.05 frames. utt_duration=1306 frames, utt_pad_proportion=0.0431, over 6772.03 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3158, pruned_loss=0.08146, over 2475653.12 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07861, over 22564.64 utterances.], batch size: 43, lr: 3.72e-04
2022-08-26 01:01:47,663 INFO [train.py:927] (7/8) Epoch 10, batch 4600, giga_loss[loss=0.2507, simple_loss=0.3256, pruned_loss=0.08793, over 12359.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03459, over 104.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3138, pruned_loss=0.07928, over 2475141.39 frames. utt_duration=452.4 frames, utt_pad_proportion=0.08238, over 21953.33 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2936, pruned_loss=0.05902, over 2215644.22 frames. utt_duration=1294 frames, utt_pad_proportion=0.04643, over 6857.96 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3154, pruned_loss=0.08105, over 2475661.93 frames. utt_duration=427.6 frames, utt_pad_proportion=0.08274, over 23236.76 utterances.], batch size: 104, lr: 3.72e-04
2022-08-26 01:03:31,515 INFO [train.py:927] (7/8) Epoch 10, batch 4650, giga_loss[loss=0.2103, simple_loss=0.3023, pruned_loss=0.05919, over 12406.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02707, over 58.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.313, pruned_loss=0.07772, over 2474517.44 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07684, over 20708.80 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2933, pruned_loss=0.05891, over 2220681.29 frames. utt_duration=1299 frames, utt_pad_proportion=0.04573, over 6847.88 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3149, pruned_loss=0.07955, over 2475021.29 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07782, over 21992.23 utterances.], batch size: 58, lr: 3.72e-04
2022-08-26 01:05:18,798 INFO [train.py:927] (7/8) Epoch 10, batch 4700, giga_loss[loss=0.2558, simple_loss=0.3261, pruned_loss=0.09278, over 12366.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03416, over 104.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3137, pruned_loss=0.07865, over 2474386.81 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07667, over 20794.63 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2933, pruned_loss=0.05888, over 2225502.03 frames. utt_duration=1303 frames, utt_pad_proportion=0.045, over 6838.01 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3155, pruned_loss=0.08047, over 2474975.94 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07784, over 22081.06 utterances.], batch size: 104, lr: 3.72e-04
2022-08-26 01:07:08,840 INFO [train.py:927] (7/8) Epoch 10, batch 4750, giga_loss[loss=0.2389, simple_loss=0.3124, pruned_loss=0.08274, over 12398.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04062, over 133.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3146, pruned_loss=0.08022, over 2473939.27 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07252, over 20499.67 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2931, pruned_loss=0.05873, over 2231156.46 frames. utt_duration=1308 frames, utt_pad_proportion=0.04412, over 6831.24 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3166, pruned_loss=0.0822, over 2474837.12 frames. utt_duration=455 frames, utt_pad_proportion=0.07415, over 21824.83 utterances.], batch size: 133, lr: 3.72e-04
2022-08-26 01:08:54,062 INFO [train.py:927] (7/8) Epoch 10, batch 4800, giga_loss[loss=0.2035, simple_loss=0.29, pruned_loss=0.05857, over 12355.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02972, over 66.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3134, pruned_loss=0.07951, over 2474229.01 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06927, over 19919.81 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2931, pruned_loss=0.0587, over 2237476.29 frames. utt_duration=1308 frames, utt_pad_proportion=0.04328, over 6852.16 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3155, pruned_loss=0.08159, over 2474665.87 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07124, over 21252.50 utterances.], batch size: 66, lr: 3.72e-04
2022-08-26 01:10:37,199 INFO [train.py:927] (7/8) Epoch 10, batch 4850, giga_loss[loss=0.1944, simple_loss=0.2834, pruned_loss=0.05264, over 12236.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03917, over 28.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3122, pruned_loss=0.07803, over 2473806.41 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06604, over 19355.05 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.293, pruned_loss=0.05881, over 2243078.25 frames. utt_duration=1313 frames, utt_pad_proportion=0.04257, over 6841.10 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3144, pruned_loss=0.08005, over 2474391.33 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06822, over 20721.78 utterances.], batch size: 28, lr: 3.72e-04
2022-08-26 01:12:22,290 INFO [train.py:927] (7/8) Epoch 10, batch 4900, giga_loss[loss=0.2073, simple_loss=0.2943, pruned_loss=0.06018, over 12398.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04221, over 37.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3125, pruned_loss=0.07773, over 2473630.43 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06644, over 19275.52 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2937, pruned_loss=0.05909, over 2246301.53 frames. utt_duration=1299 frames, utt_pad_proportion=0.04738, over 6927.47 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3139, pruned_loss=0.07933, over 2474284.18 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06673, over 20440.87 utterances.], batch size: 37, lr: 3.72e-04
2022-08-26 01:14:07,058 INFO [train.py:927] (7/8) Epoch 10, batch 4950, giga_loss[loss=0.2462, simple_loss=0.3292, pruned_loss=0.08157, over 12359.00 frames. utt_duration=669.5 frames, utt_pad_proportion=0.02553, over 74.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3127, pruned_loss=0.07875, over 2473565.07 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06404, over 18841.06 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2935, pruned_loss=0.05923, over 2252979.55 frames. utt_duration=1298 frames, utt_pad_proportion=0.04718, over 6952.17 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3144, pruned_loss=0.08046, over 2474134.26 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06466, over 20085.10 utterances.], batch size: 74, lr: 3.72e-04
2022-08-26 01:15:54,443 INFO [train.py:927] (7/8) Epoch 10, batch 5000, libri_loss[loss=0.27, simple_loss=0.3527, pruned_loss=0.09366, over 12344.00 frames. utt_duration=393.3 frames, utt_pad_proportion=0.3787, over 126.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3161, pruned_loss=0.08046, over 2473697.21 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07314, over 20606.40 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2932, pruned_loss=0.05911, over 2257251.16 frames. utt_duration=1285 frames, utt_pad_proportion=0.0526, over 7032.24 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3181, pruned_loss=0.08231, over 2474244.32 frames. utt_duration=456 frames, utt_pad_proportion=0.07165, over 21772.32 utterances.], batch size: 126, lr: 3.72e-04
2022-08-26 01:17:37,450 INFO [train.py:927] (7/8) Epoch 10, batch 5050, giga_loss[loss=0.2388, simple_loss=0.3163, pruned_loss=0.08067, over 12372.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02803, over 91.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3185, pruned_loss=0.08053, over 2474644.17 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06863, over 20646.15 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2939, pruned_loss=0.05949, over 2263428.12 frames. utt_duration=1289 frames, utt_pad_proportion=0.05128, over 7033.25 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3202, pruned_loss=0.08227, over 2475318.91 frames. utt_duration=452.6 frames, utt_pad_proportion=0.06822, over 21945.82 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 01:19:20,068 INFO [train.py:927] (7/8) Epoch 10, batch 5100, giga_loss[loss=0.2365, simple_loss=0.3215, pruned_loss=0.07571, over 12386.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02714, over 70.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3194, pruned_loss=0.08133, over 2473596.73 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06383, over 19684.04 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2941, pruned_loss=0.05955, over 2270302.13 frames. utt_duration=1291 frames, utt_pad_proportion=0.05036, over 7039.88 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3214, pruned_loss=0.08331, over 2474480.76 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06423, over 21130.27 utterances.], batch size: 70, lr: 3.71e-04
2022-08-26 01:21:06,909 INFO [train.py:927] (7/8) Epoch 10, batch 5150, giga_loss[loss=0.2357, simple_loss=0.3155, pruned_loss=0.07798, over 12423.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03464, over 113.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3191, pruned_loss=0.08199, over 2473709.57 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06765, over 19861.15 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2941, pruned_loss=0.05925, over 2275979.09 frames. utt_duration=1293 frames, utt_pad_proportion=0.04996, over 7048.51 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3213, pruned_loss=0.08437, over 2474728.55 frames. utt_duration=465.3 frames, utt_pad_proportion=0.06802, over 21340.95 utterances.], batch size: 113, lr: 3.71e-04
2022-08-26 01:22:52,372 INFO [train.py:927] (7/8) Epoch 10, batch 5200, giga_loss[loss=0.2305, simple_loss=0.3065, pruned_loss=0.07731, over 12256.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.02877, over 39.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3186, pruned_loss=0.08248, over 2473967.35 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07386, over 20246.89 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2943, pruned_loss=0.05941, over 2278810.32 frames. utt_duration=1280 frames, utt_pad_proportion=0.05379, over 7127.37 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3205, pruned_loss=0.08452, over 2474902.86 frames. utt_duration=461.5 frames, utt_pad_proportion=0.0729, over 21519.15 utterances.], batch size: 39, lr: 3.71e-04
2022-08-26 01:24:37,750 INFO [train.py:927] (7/8) Epoch 10, batch 5250, giga_loss[loss=0.2653, simple_loss=0.3279, pruned_loss=0.1013, over 12365.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2095, over 372.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3194, pruned_loss=0.08346, over 2474990.24 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07438, over 20877.23 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2942, pruned_loss=0.05934, over 2281690.66 frames. utt_duration=1283 frames, utt_pad_proportion=0.05323, over 7123.51 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3212, pruned_loss=0.08546, over 2475763.23 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07382, over 22063.74 utterances.], batch size: 372, lr: 3.71e-04
2022-08-26 01:26:21,737 INFO [train.py:927] (7/8) Epoch 10, batch 5300, giga_loss[loss=0.2136, simple_loss=0.299, pruned_loss=0.06408, over 12453.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03432, over 98.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3177, pruned_loss=0.08253, over 2475002.01 frames. utt_duration=493 frames, utt_pad_proportion=0.07053, over 20141.38 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2944, pruned_loss=0.05931, over 2284554.82 frames. utt_duration=1284 frames, utt_pad_proportion=0.05257, over 7126.67 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3194, pruned_loss=0.08445, over 2475616.51 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07055, over 21258.87 utterances.], batch size: 98, lr: 3.71e-04
2022-08-26 01:28:05,078 INFO [train.py:927] (7/8) Epoch 10, batch 5350, giga_loss[loss=0.257, simple_loss=0.3285, pruned_loss=0.09276, over 12376.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02754, over 91.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08198, over 2474889.80 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06953, over 19821.79 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2937, pruned_loss=0.05908, over 2292396.56 frames. utt_duration=1290 frames, utt_pad_proportion=0.05091, over 7117.92 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3197, pruned_loss=0.08464, over 2475882.43 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07034, over 21245.23 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 01:29:52,774 INFO [train.py:927] (7/8) Epoch 10, batch 5400, giga_loss[loss=0.2036, simple_loss=0.2859, pruned_loss=0.06072, over 12339.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03445, over 62.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.317, pruned_loss=0.08204, over 2475287.05 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07476, over 20107.12 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2937, pruned_loss=0.05909, over 2297116.49 frames. utt_duration=1274 frames, utt_pad_proportion=0.05587, over 7220.32 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3198, pruned_loss=0.08465, over 2475893.49 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07386, over 21432.38 utterances.], batch size: 62, lr: 3.71e-04
2022-08-26 01:31:39,737 INFO [train.py:927] (7/8) Epoch 10, batch 5450, libri_loss[loss=0.1772, simple_loss=0.2587, pruned_loss=0.04781, over 12184.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008374, over 30.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3169, pruned_loss=0.07972, over 2475073.83 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07703, over 19735.71 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2934, pruned_loss=0.05904, over 2303148.36 frames. utt_duration=1268 frames, utt_pad_proportion=0.05917, over 7276.72 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3201, pruned_loss=0.08258, over 2475674.08 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07534, over 21168.53 utterances.], batch size: 30, lr: 3.71e-04
2022-08-26 01:33:23,310 INFO [train.py:927] (7/8) Epoch 10, batch 5500, giga_loss[loss=0.2159, simple_loss=0.3139, pruned_loss=0.05891, over 12444.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03152, over 75.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3186, pruned_loss=0.07927, over 2474258.01 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07145, over 18980.61 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2937, pruned_loss=0.05912, over 2306114.86 frames. utt_duration=1267 frames, utt_pad_proportion=0.05826, over 7287.15 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3214, pruned_loss=0.08181, over 2475105.31 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07078, over 20316.22 utterances.], batch size: 75, lr: 3.71e-04
2022-08-26 01:35:07,501 INFO [train.py:927] (7/8) Epoch 10, batch 5550, giga_loss[loss=0.2724, simple_loss=0.3423, pruned_loss=0.1012, over 12262.00 frames. utt_duration=963.1 frames, utt_pad_proportion=0.04076, over 51.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3207, pruned_loss=0.08145, over 2474570.75 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06661, over 18947.45 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2938, pruned_loss=0.05916, over 2309223.67 frames. utt_duration=1268 frames, utt_pad_proportion=0.05762, over 7294.38 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3233, pruned_loss=0.08385, over 2475458.74 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06663, over 20222.06 utterances.], batch size: 51, lr: 3.71e-04
2022-08-26 01:36:52,010 INFO [train.py:927] (7/8) Epoch 10, batch 5600, giga_loss[loss=0.2287, simple_loss=0.3192, pruned_loss=0.06909, over 12387.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02421, over 66.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3199, pruned_loss=0.08112, over 2473421.69 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06871, over 18895.91 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2937, pruned_loss=0.05914, over 2317631.39 frames. utt_duration=1260 frames, utt_pad_proportion=0.06003, over 7367.08 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3234, pruned_loss=0.08422, over 2474543.52 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0679, over 20452.74 utterances.], batch size: 66, lr: 3.71e-04
2022-08-26 01:38:35,940 INFO [train.py:927] (7/8) Epoch 10, batch 5650, giga_loss[loss=0.2824, simple_loss=0.3359, pruned_loss=0.1145, over 12362.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2031, over 369.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3204, pruned_loss=0.08049, over 2473951.28 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06763, over 19237.26 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2935, pruned_loss=0.05907, over 2320675.39 frames. utt_duration=1264 frames, utt_pad_proportion=0.05924, over 7351.87 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3239, pruned_loss=0.08341, over 2474900.39 frames. utt_duration=479.7 frames, utt_pad_proportion=0.06734, over 20699.18 utterances.], batch size: 369, lr: 3.71e-04
2022-08-26 01:40:22,140 INFO [train.py:927] (7/8) Epoch 10, batch 5700, giga_loss[loss=0.2178, simple_loss=0.3062, pruned_loss=0.06467, over 12425.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03145, over 80.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3207, pruned_loss=0.08003, over 2474584.14 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06873, over 19233.95 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2938, pruned_loss=0.05922, over 2322995.86 frames. utt_duration=1253 frames, utt_pad_proportion=0.0632, over 7427.25 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3236, pruned_loss=0.08249, over 2475304.84 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06735, over 20475.02 utterances.], batch size: 80, lr: 3.71e-04
2022-08-26 01:42:06,380 INFO [train.py:927] (7/8) Epoch 10, batch 5750, giga_loss[loss=0.2285, simple_loss=0.3034, pruned_loss=0.07676, over 12379.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04203, over 133.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3194, pruned_loss=0.07995, over 2475013.99 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07346, over 19775.31 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2936, pruned_loss=0.05893, over 2327929.39 frames. utt_duration=1258 frames, utt_pad_proportion=0.06139, over 7408.49 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3227, pruned_loss=0.08289, over 2475872.97 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07293, over 21207.16 utterances.], batch size: 133, lr: 3.71e-04
2022-08-26 01:43:51,848 INFO [train.py:927] (7/8) Epoch 10, batch 5800, giga_loss[loss=0.2128, simple_loss=0.3003, pruned_loss=0.06266, over 12334.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03195, over 85.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3203, pruned_loss=0.0821, over 2475369.39 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07317, over 21120.62 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2934, pruned_loss=0.05889, over 2328516.74 frames. utt_duration=1260 frames, utt_pad_proportion=0.06116, over 7402.45 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3232, pruned_loss=0.08454, over 2476183.36 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07288, over 22309.65 utterances.], batch size: 85, lr: 3.71e-04
2022-08-26 01:45:36,444 INFO [train.py:927] (7/8) Epoch 10, batch 5850, giga_loss[loss=0.2485, simple_loss=0.316, pruned_loss=0.09048, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03406, over 43.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3197, pruned_loss=0.08298, over 2475097.02 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07483, over 21044.36 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2937, pruned_loss=0.05905, over 2331177.58 frames. utt_duration=1250 frames, utt_pad_proportion=0.06473, over 7469.49 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3222, pruned_loss=0.0852, over 2475968.94 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07341, over 22167.66 utterances.], batch size: 43, lr: 3.71e-04
2022-08-26 01:47:15,300 INFO [train.py:927] (7/8) Epoch 10, batch 5900, giga_loss[loss=0.2246, simple_loss=0.2926, pruned_loss=0.07832, over 12360.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2034, over 369.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3168, pruned_loss=0.08045, over 2475194.72 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07385, over 21530.31 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2937, pruned_loss=0.05905, over 2334551.09 frames. utt_duration=1248 frames, utt_pad_proportion=0.06447, over 7492.19 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3194, pruned_loss=0.08275, over 2476079.85 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07293, over 22717.88 utterances.], batch size: 369, lr: 3.71e-04
2022-08-26 01:49:02,771 INFO [train.py:927] (7/8) Epoch 10, batch 5950, giga_loss[loss=0.2113, simple_loss=0.2957, pruned_loss=0.06348, over 12376.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04978, over 161.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3154, pruned_loss=0.0794, over 2474630.20 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07253, over 21886.22 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.294, pruned_loss=0.05909, over 2336625.37 frames. utt_duration=1242 frames, utt_pad_proportion=0.06481, over 7534.58 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3175, pruned_loss=0.08146, over 2475356.25 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07179, over 22980.47 utterances.], batch size: 161, lr: 3.71e-04
2022-08-26 01:50:50,344 INFO [train.py:927] (7/8) Epoch 10, batch 6000, giga_loss[loss=0.2327, simple_loss=0.3118, pruned_loss=0.07677, over 12439.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03018, over 43.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3127, pruned_loss=0.07846, over 2474276.32 frames. utt_duration=470.1 frames, utt_pad_proportion=0.06959, over 21116.96 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2947, pruned_loss=0.05948, over 2339087.62 frames. utt_duration=1230 frames, utt_pad_proportion=0.0684, over 7617.93 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3141, pruned_loss=0.08012, over 2475059.54 frames. utt_duration=448.4 frames, utt_pad_proportion=0.06794, over 22149.57 utterances.], batch size: 43, lr: 3.71e-04
2022-08-26 01:50:50,345 INFO [train.py:958] (7/8) Computing validation loss
2022-08-26 01:51:05,482 INFO [train.py:967] (7/8) 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 01:52:50,433 INFO [train.py:927] (7/8) Epoch 10, batch 6050, libri_loss[loss=0.2397, simple_loss=0.3322, pruned_loss=0.07359, over 12417.00 frames. utt_duration=765.6 frames, utt_pad_proportion=0.121, over 65.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3131, pruned_loss=0.07819, over 2474471.59 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07347, over 20949.40 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.295, pruned_loss=0.05957, over 2343011.46 frames. utt_duration=1227 frames, utt_pad_proportion=0.06828, over 7649.60 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3144, pruned_loss=0.07997, over 2475170.00 frames. utt_duration=448.8 frames, utt_pad_proportion=0.0721, over 22130.84 utterances.], batch size: 65, lr: 3.71e-04
2022-08-26 01:54:35,630 INFO [train.py:927] (7/8) Epoch 10, batch 6100, giga_loss[loss=0.3278, simple_loss=0.3687, pruned_loss=0.1435, over 12363.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3136, pruned_loss=0.07878, over 2473500.05 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07869, over 21573.68 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2947, pruned_loss=0.05938, over 2346062.51 frames. utt_duration=1231 frames, utt_pad_proportion=0.06696, over 7629.63 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3154, pruned_loss=0.08077, over 2474244.38 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07787, over 22835.93 utterances.], batch size: 257, lr: 3.71e-04
2022-08-26 01:56:19,059 INFO [train.py:927] (7/8) Epoch 10, batch 6150, giga_loss[loss=0.2396, simple_loss=0.313, pruned_loss=0.08306, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02751, over 45.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3128, pruned_loss=0.07832, over 2473126.88 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07599, over 20896.40 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2945, pruned_loss=0.05911, over 2352796.13 frames. utt_duration=1233 frames, utt_pad_proportion=0.0652, over 7641.53 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3154, pruned_loss=0.08117, over 2473833.35 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07625, over 22609.96 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 01:58:03,545 INFO [train.py:927] (7/8) Epoch 10, batch 6200, giga_loss[loss=0.341, simple_loss=0.3764, pruned_loss=0.1528, over 12365.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1023, over 257.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.315, pruned_loss=0.0801, over 2473329.53 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07616, over 21120.33 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2947, pruned_loss=0.05913, over 2356640.05 frames. utt_duration=1237 frames, utt_pad_proportion=0.06369, over 7630.39 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3175, pruned_loss=0.08295, over 2474179.80 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07686, over 22907.74 utterances.], batch size: 257, lr: 3.71e-04
2022-08-26 01:59:45,816 INFO [train.py:927] (7/8) Epoch 10, batch 6250, giga_loss[loss=0.2113, simple_loss=0.2967, pruned_loss=0.06294, over 12316.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03634, over 62.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3158, pruned_loss=0.0804, over 2472927.95 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07622, over 20582.59 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2949, pruned_loss=0.05929, over 2361161.20 frames. utt_duration=1229 frames, utt_pad_proportion=0.06624, over 7694.88 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3183, pruned_loss=0.08333, over 2473707.82 frames. utt_duration=442.3 frames, utt_pad_proportion=0.0762, over 22447.28 utterances.], batch size: 62, lr: 3.71e-04
2022-08-26 02:01:33,954 INFO [train.py:927] (7/8) Epoch 10, batch 6300, giga_loss[loss=0.2419, simple_loss=0.3137, pruned_loss=0.08507, over 12361.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02618, over 66.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3165, pruned_loss=0.07954, over 2473332.78 frames. utt_duration=479 frames, utt_pad_proportion=0.0743, over 20717.34 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2947, pruned_loss=0.05917, over 2362228.51 frames. utt_duration=1232 frames, utt_pad_proportion=0.06575, over 7680.96 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3188, pruned_loss=0.08213, over 2473988.19 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07459, over 22306.48 utterances.], batch size: 66, lr: 3.71e-04
2022-08-26 02:03:18,851 INFO [train.py:927] (7/8) Epoch 10, batch 6350, giga_loss[loss=0.2039, simple_loss=0.2876, pruned_loss=0.0601, over 12390.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02678, over 91.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3163, pruned_loss=0.08031, over 2473782.16 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07633, over 21175.10 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2946, pruned_loss=0.05902, over 2365364.96 frames. utt_duration=1232 frames, utt_pad_proportion=0.06488, over 7687.32 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3188, pruned_loss=0.08306, over 2474453.76 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07677, over 22792.59 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 02:05:04,477 INFO [train.py:927] (7/8) Epoch 10, batch 6400, giga_loss[loss=0.2178, simple_loss=0.2975, pruned_loss=0.06908, over 12348.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03304, over 51.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3148, pruned_loss=0.07991, over 2473398.34 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07769, over 21183.88 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2945, pruned_loss=0.059, over 2368306.13 frames. utt_duration=1237 frames, utt_pad_proportion=0.06345, over 7667.96 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3176, pruned_loss=0.08273, over 2474195.38 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07852, over 22887.33 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:06:47,659 INFO [train.py:927] (7/8) Epoch 10, batch 6450, libri_loss[loss=0.2162, simple_loss=0.3094, pruned_loss=0.06152, over 12412.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03317, over 46.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.315, pruned_loss=0.08085, over 2472954.92 frames. utt_duration=462.1 frames, utt_pad_proportion=0.0792, over 21473.15 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2943, pruned_loss=0.05879, over 2371323.03 frames. utt_duration=1239 frames, utt_pad_proportion=0.06218, over 7662.89 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3181, pruned_loss=0.08402, over 2474170.14 frames. utt_duration=426.2 frames, utt_pad_proportion=0.08032, over 23303.83 utterances.], batch size: 46, lr: 3.70e-04
2022-08-26 02:08:30,535 INFO [train.py:927] (7/8) Epoch 10, batch 6500, giga_loss[loss=0.3226, simple_loss=0.3704, pruned_loss=0.1374, over 12392.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07813, over 213.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.316, pruned_loss=0.0821, over 2473236.30 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08311, over 22095.95 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2947, pruned_loss=0.05903, over 2373137.23 frames. utt_duration=1225 frames, utt_pad_proportion=0.06596, over 7756.10 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3184, pruned_loss=0.08472, over 2473941.02 frames. utt_duration=419.9 frames, utt_pad_proportion=0.0829, over 23647.44 utterances.], batch size: 213, lr: 3.70e-04
2022-08-26 02:10:14,282 INFO [train.py:927] (7/8) Epoch 10, batch 6550, giga_loss[loss=0.2415, simple_loss=0.3195, pruned_loss=0.08171, over 12366.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02847, over 70.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3173, pruned_loss=0.08312, over 2473784.62 frames. utt_duration=454.3 frames, utt_pad_proportion=0.08073, over 21849.83 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.295, pruned_loss=0.05924, over 2374241.79 frames. utt_duration=1211 frames, utt_pad_proportion=0.07009, over 7849.47 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.319, pruned_loss=0.0852, over 2474255.83 frames. utt_duration=429.7 frames, utt_pad_proportion=0.0795, over 23110.62 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 02:11:58,596 INFO [train.py:927] (7/8) Epoch 10, batch 6600, giga_loss[loss=0.2413, simple_loss=0.3148, pruned_loss=0.08389, over 12387.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0448, over 146.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3186, pruned_loss=0.08407, over 2474015.38 frames. utt_duration=445 frames, utt_pad_proportion=0.07858, over 22313.79 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2954, pruned_loss=0.05928, over 2377371.97 frames. utt_duration=1215 frames, utt_pad_proportion=0.06817, over 7833.85 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3204, pruned_loss=0.08647, over 2474663.19 frames. utt_duration=417.6 frames, utt_pad_proportion=0.07839, over 23786.69 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 02:13:45,341 INFO [train.py:927] (7/8) Epoch 10, batch 6650, giga_loss[loss=0.2354, simple_loss=0.3183, pruned_loss=0.0763, over 12411.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04296, over 146.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3192, pruned_loss=0.08486, over 2474663.48 frames. utt_duration=439.3 frames, utt_pad_proportion=0.08032, over 22610.59 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2954, pruned_loss=0.05932, over 2378865.71 frames. utt_duration=1219 frames, utt_pad_proportion=0.06736, over 7818.40 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.321, pruned_loss=0.08703, over 2475142.59 frames. utt_duration=414.6 frames, utt_pad_proportion=0.08031, over 23964.53 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 02:15:29,561 INFO [train.py:927] (7/8) Epoch 10, batch 6700, libri_loss[loss=0.2089, simple_loss=0.2793, pruned_loss=0.0693, over 12393.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008533, over 30.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3184, pruned_loss=0.0843, over 2474539.59 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07563, over 21537.82 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2946, pruned_loss=0.05918, over 2381783.67 frames. utt_duration=1229 frames, utt_pad_proportion=0.06552, over 7759.64 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3214, pruned_loss=0.08712, over 2475709.74 frames. utt_duration=428 frames, utt_pad_proportion=0.0766, over 23218.05 utterances.], batch size: 30, lr: 3.70e-04
2022-08-26 02:17:22,320 INFO [train.py:927] (7/8) Epoch 10, batch 6750, giga_loss[loss=0.3098, simple_loss=0.3582, pruned_loss=0.1307, over 12384.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3193, pruned_loss=0.085, over 2474785.43 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07318, over 21380.93 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2947, pruned_loss=0.05921, over 2382948.81 frames. utt_duration=1230 frames, utt_pad_proportion=0.0648, over 7757.30 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.322, pruned_loss=0.08754, over 2475923.50 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07436, over 22890.39 utterances.], batch size: 258, lr: 3.70e-04
2022-08-26 02:19:06,155 INFO [train.py:927] (7/8) Epoch 10, batch 6800, giga_loss[loss=0.2207, simple_loss=0.3086, pruned_loss=0.06637, over 12350.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02983, over 70.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3206, pruned_loss=0.08479, over 2474581.75 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07002, over 21019.03 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.295, pruned_loss=0.05948, over 2384301.31 frames. utt_duration=1226 frames, utt_pad_proportion=0.06497, over 7789.69 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3227, pruned_loss=0.08691, over 2475513.05 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07115, over 22355.86 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 02:20:50,270 INFO [train.py:927] (7/8) Epoch 10, batch 6850, libri_loss[loss=0.1904, simple_loss=0.2791, pruned_loss=0.05087, over 12345.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005992, over 33.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3186, pruned_loss=0.08324, over 2474390.23 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06905, over 20444.20 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.295, pruned_loss=0.05942, over 2385620.47 frames. utt_duration=1226 frames, utt_pad_proportion=0.06496, over 7794.77 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3207, pruned_loss=0.08544, over 2475565.51 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07005, over 21742.18 utterances.], batch size: 33, lr: 3.70e-04
2022-08-26 02:22:30,863 INFO [train.py:927] (7/8) Epoch 10, batch 6900, giga_loss[loss=0.2452, simple_loss=0.3276, pruned_loss=0.08138, over 12311.00 frames. utt_duration=704.9 frames, utt_pad_proportion=0.02906, over 70.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3191, pruned_loss=0.08333, over 2474327.40 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06835, over 20923.91 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2946, pruned_loss=0.05923, over 2387505.67 frames. utt_duration=1232 frames, utt_pad_proportion=0.06375, over 7764.19 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3217, pruned_loss=0.08577, over 2475570.31 frames. utt_duration=446 frames, utt_pad_proportion=0.06959, over 22277.49 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 02:24:17,834 INFO [train.py:927] (7/8) Epoch 10, batch 6950, giga_loss[loss=0.2484, simple_loss=0.3289, pruned_loss=0.08389, over 12470.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02962, over 55.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3188, pruned_loss=0.08379, over 2474044.02 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06846, over 20797.14 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2941, pruned_loss=0.05892, over 2390058.69 frames. utt_duration=1240 frames, utt_pad_proportion=0.06214, over 7720.24 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3221, pruned_loss=0.08676, over 2475420.67 frames. utt_duration=444.9 frames, utt_pad_proportion=0.06998, over 22331.36 utterances.], batch size: 55, lr: 3.70e-04
2022-08-26 02:26:01,343 INFO [train.py:927] (7/8) Epoch 10, batch 7000, giga_loss[loss=0.1984, simple_loss=0.2833, pruned_loss=0.05671, over 12374.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02766, over 66.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3178, pruned_loss=0.08301, over 2473727.75 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07109, over 20651.32 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2936, pruned_loss=0.05881, over 2392587.15 frames. utt_duration=1245 frames, utt_pad_proportion=0.06113, over 7696.71 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3217, pruned_loss=0.08636, over 2475553.14 frames. utt_duration=444 frames, utt_pad_proportion=0.07254, over 22376.41 utterances.], batch size: 66, lr: 3.70e-04
2022-08-26 02:27:43,187 INFO [train.py:927] (7/8) Epoch 10, batch 7050, giga_loss[loss=0.2381, simple_loss=0.3189, pruned_loss=0.07869, over 12297.00 frames. utt_duration=912.2 frames, utt_pad_proportion=0.02542, over 54.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3199, pruned_loss=0.08458, over 2473613.27 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07833, over 21795.98 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2937, pruned_loss=0.05871, over 2394730.04 frames. utt_duration=1245 frames, utt_pad_proportion=0.06007, over 7702.89 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3236, pruned_loss=0.08803, over 2475317.54 frames. utt_duration=422.1 frames, utt_pad_proportion=0.0794, over 23537.27 utterances.], batch size: 54, lr: 3.70e-04
2022-08-26 02:29:25,485 INFO [train.py:927] (7/8) Epoch 10, batch 7100, giga_loss[loss=0.3142, simple_loss=0.3623, pruned_loss=0.133, over 12379.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1085, over 259.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3209, pruned_loss=0.08519, over 2473587.19 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07519, over 22317.59 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.294, pruned_loss=0.05882, over 2395551.83 frames. utt_duration=1247 frames, utt_pad_proportion=0.05933, over 7695.39 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3239, pruned_loss=0.08817, over 2475241.49 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07652, over 23889.68 utterances.], batch size: 259, lr: 3.70e-04
2022-08-26 02:31:09,100 INFO [train.py:927] (7/8) Epoch 10, batch 7150, giga_loss[loss=0.2279, simple_loss=0.3038, pruned_loss=0.076, over 12385.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03437, over 80.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3191, pruned_loss=0.08317, over 2473330.90 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07428, over 21334.27 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2935, pruned_loss=0.05858, over 2397679.29 frames. utt_duration=1254 frames, utt_pad_proportion=0.05821, over 7659.19 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3227, pruned_loss=0.08649, over 2474820.24 frames. utt_duration=431.4 frames, utt_pad_proportion=0.0759, over 23023.20 utterances.], batch size: 80, lr: 3.70e-04
2022-08-26 02:32:55,185 INFO [train.py:927] (7/8) Epoch 10, batch 7200, giga_loss[loss=0.2415, simple_loss=0.3132, pruned_loss=0.08494, over 12432.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03694, over 133.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3175, pruned_loss=0.08263, over 2473707.98 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07504, over 21099.82 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2936, pruned_loss=0.05862, over 2398373.02 frames. utt_duration=1253 frames, utt_pad_proportion=0.05813, over 7666.62 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3205, pruned_loss=0.08543, over 2474932.81 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07637, over 22544.48 utterances.], batch size: 133, lr: 3.70e-04
2022-08-26 02:34:38,228 INFO [train.py:927] (7/8) Epoch 10, batch 7250, libri_loss[loss=0.2034, simple_loss=0.2961, pruned_loss=0.05531, over 12237.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005801, over 34.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3145, pruned_loss=0.08173, over 2473548.00 frames. utt_duration=457 frames, utt_pad_proportion=0.07645, over 21720.56 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2934, pruned_loss=0.05857, over 2400056.26 frames. utt_duration=1260 frames, utt_pad_proportion=0.05685, over 7630.12 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3177, pruned_loss=0.08465, over 2475070.80 frames. utt_duration=426.3 frames, utt_pad_proportion=0.07797, over 23306.30 utterances.], batch size: 34, lr: 3.70e-04
2022-08-26 02:36:24,502 INFO [train.py:927] (7/8) Epoch 10, batch 7300, giga_loss[loss=0.2387, simple_loss=0.3287, pruned_loss=0.07435, over 12352.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04166, over 113.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3131, pruned_loss=0.08185, over 2473045.35 frames. utt_duration=450.1 frames, utt_pad_proportion=0.08195, over 22050.41 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2933, pruned_loss=0.05857, over 2402662.05 frames. utt_duration=1255 frames, utt_pad_proportion=0.0591, over 7669.83 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3166, pruned_loss=0.08506, over 2474518.24 frames. utt_duration=417.3 frames, utt_pad_proportion=0.08247, over 23804.03 utterances.], batch size: 113, lr: 3.70e-04
2022-08-26 02:38:10,093 INFO [train.py:927] (7/8) Epoch 10, batch 7350, giga_loss[loss=0.2381, simple_loss=0.3213, pruned_loss=0.07748, over 12412.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.077, over 213.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3129, pruned_loss=0.07958, over 2473662.23 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08085, over 22843.98 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2933, pruned_loss=0.05861, over 2403906.20 frames. utt_duration=1246 frames, utt_pad_proportion=0.06249, over 7729.63 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3159, pruned_loss=0.0825, over 2474971.35 frames. utt_duration=406.4 frames, utt_pad_proportion=0.08048, over 24451.31 utterances.], batch size: 213, lr: 3.70e-04
2022-08-26 02:39:52,765 INFO [train.py:927] (7/8) Epoch 10, batch 7400, giga_loss[loss=0.2325, simple_loss=0.3173, pruned_loss=0.07383, over 12374.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04593, over 146.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3115, pruned_loss=0.07612, over 2474539.66 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07356, over 22763.89 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2932, pruned_loss=0.05855, over 2405609.72 frames. utt_duration=1250 frames, utt_pad_proportion=0.06142, over 7708.71 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3144, pruned_loss=0.07892, over 2475600.40 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07411, over 24379.74 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 02:41:35,656 INFO [train.py:927] (7/8) Epoch 10, batch 7450, giga_loss[loss=0.2294, simple_loss=0.325, pruned_loss=0.06689, over 12414.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.0499, over 161.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3085, pruned_loss=0.07274, over 2474974.67 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07306, over 22851.05 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.293, pruned_loss=0.05839, over 2407733.91 frames. utt_duration=1256 frames, utt_pad_proportion=0.05997, over 7678.42 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3116, pruned_loss=0.07564, over 2476070.23 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07404, over 24659.31 utterances.], batch size: 161, lr: 3.70e-04
2022-08-26 02:43:19,384 INFO [train.py:927] (7/8) Epoch 10, batch 7500, giga_loss[loss=0.2478, simple_loss=0.3338, pruned_loss=0.08091, over 12385.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04505, over 146.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3087, pruned_loss=0.07148, over 2475171.35 frames. utt_duration=430 frames, utt_pad_proportion=0.07197, over 23104.88 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2929, pruned_loss=0.05835, over 2408469.09 frames. utt_duration=1257 frames, utt_pad_proportion=0.0595, over 7670.66 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3114, pruned_loss=0.07391, over 2475966.51 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07298, over 24677.83 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 02:45:04,008 INFO [train.py:927] (7/8) Epoch 10, batch 7550, giga_loss[loss=0.1999, simple_loss=0.2901, pruned_loss=0.05484, over 12383.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0372, over 113.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3069, pruned_loss=0.06939, over 2475421.79 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07025, over 23077.83 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2934, pruned_loss=0.05847, over 2410660.46 frames. utt_duration=1248 frames, utt_pad_proportion=0.0622, over 7738.55 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.309, pruned_loss=0.07164, over 2476183.53 frames. utt_duration=401.3 frames, utt_pad_proportion=0.0705, over 24773.88 utterances.], batch size: 113, lr: 3.70e-04
2022-08-26 02:46:48,137 INFO [train.py:927] (7/8) Epoch 10, batch 7600, giga_loss[loss=0.188, simple_loss=0.2775, pruned_loss=0.04922, over 12416.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06225, over 183.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3043, pruned_loss=0.06751, over 2475235.85 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07156, over 23442.75 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05823, over 2412253.36 frames. utt_duration=1251 frames, utt_pad_proportion=0.06113, over 7720.51 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3068, pruned_loss=0.0698, over 2476133.84 frames. utt_duration=393.5 frames, utt_pad_proportion=0.07209, over 25264.91 utterances.], batch size: 183, lr: 3.70e-04
2022-08-26 02:48:32,738 INFO [train.py:927] (7/8) Epoch 10, batch 7650, giga_loss[loss=0.1952, simple_loss=0.2896, pruned_loss=0.05035, over 12394.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0442, over 146.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3036, pruned_loss=0.06663, over 2475684.32 frames. utt_duration=420.7 frames, utt_pad_proportion=0.07113, over 23619.05 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05819, over 2413596.75 frames. utt_duration=1255 frames, utt_pad_proportion=0.06002, over 7701.65 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3056, pruned_loss=0.06869, over 2476605.66 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07196, over 25447.46 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 02:50:17,777 INFO [train.py:927] (7/8) Epoch 10, batch 7700, giga_loss[loss=0.2013, simple_loss=0.2906, pruned_loss=0.05601, over 12443.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03682, over 133.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2999, pruned_loss=0.06398, over 2475744.36 frames. utt_duration=420.7 frames, utt_pad_proportion=0.0679, over 23620.22 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05809, over 2414376.62 frames. utt_duration=1260 frames, utt_pad_proportion=0.0593, over 7675.79 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3019, pruned_loss=0.06584, over 2476910.64 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06901, over 25393.38 utterances.], batch size: 133, lr: 3.69e-04
2022-08-26 02:52:03,055 INFO [train.py:927] (7/8) Epoch 10, batch 7750, giga_loss[loss=0.2119, simple_loss=0.3, pruned_loss=0.06189, over 12359.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2973, pruned_loss=0.06284, over 2475845.56 frames. utt_duration=417.3 frames, utt_pad_proportion=0.0673, over 23815.90 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2929, pruned_loss=0.05826, over 2416959.74 frames. utt_duration=1262 frames, utt_pad_proportion=0.05811, over 7671.90 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2991, pruned_loss=0.06441, over 2476926.71 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06863, over 25936.15 utterances.], batch size: 66, lr: 3.69e-04
2022-08-26 02:53:55,986 INFO [train.py:927] (7/8) Epoch 10, batch 7800, giga_loss[loss=0.2271, simple_loss=0.3224, pruned_loss=0.06589, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03962, over 113.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.298, pruned_loss=0.06269, over 2476054.89 frames. utt_duration=404 frames, utt_pad_proportion=0.07352, over 24603.30 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2932, pruned_loss=0.05849, over 2417799.16 frames. utt_duration=1259 frames, utt_pad_proportion=0.05776, over 7693.71 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2993, pruned_loss=0.0638, over 2476940.18 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07425, over 26465.74 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 02:55:58,066 INFO [train.py:927] (7/8) Epoch 10, batch 7850, giga_loss[loss=0.199, simple_loss=0.2949, pruned_loss=0.05155, over 12389.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.03827, over 105.00 utterances.], tot_loss[loss=0.212, simple_loss=0.299, pruned_loss=0.06247, over 2476410.49 frames. utt_duration=402.5 frames, utt_pad_proportion=0.07239, over 24693.69 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2938, pruned_loss=0.05859, over 2418640.86 frames. utt_duration=1261 frames, utt_pad_proportion=0.0571, over 7680.35 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2995, pruned_loss=0.0633, over 2477136.14 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07327, over 26401.98 utterances.], batch size: 105, lr: 3.69e-04
2022-08-26 02:57:55,727 INFO [train.py:927] (7/8) Epoch 10, batch 7900, giga_loss[loss=0.2186, simple_loss=0.3067, pruned_loss=0.06523, over 12389.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07053, over 211.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2972, pruned_loss=0.06149, over 2476502.88 frames. utt_duration=394.7 frames, utt_pad_proportion=0.07403, over 25183.45 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2942, pruned_loss=0.05868, over 2419808.96 frames. utt_duration=1262 frames, utt_pad_proportion=0.05599, over 7680.37 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2974, pruned_loss=0.06213, over 2477331.17 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07508, over 26963.91 utterances.], batch size: 211, lr: 3.69e-04
2022-08-26 03:00:04,781 INFO [train.py:927] (7/8) Epoch 10, batch 7950, giga_loss[loss=0.2307, simple_loss=0.3019, pruned_loss=0.07978, over 12482.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03379, over 43.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2951, pruned_loss=0.0603, over 2476749.47 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07323, over 24343.28 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2941, pruned_loss=0.05877, over 2421779.71 frames. utt_duration=1268 frames, utt_pad_proportion=0.0545, over 7646.83 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2954, pruned_loss=0.06081, over 2477654.81 frames. utt_duration=376 frames, utt_pad_proportion=0.07474, over 26450.77 utterances.], batch size: 43, lr: 3.69e-04
2022-08-26 03:02:00,204 INFO [train.py:927] (7/8) Epoch 10, batch 8000, libri_loss[loss=0.2057, simple_loss=0.2995, pruned_loss=0.05589, over 12178.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.01145, over 39.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2935, pruned_loss=0.06004, over 2477443.05 frames. utt_duration=417.5 frames, utt_pad_proportion=0.07113, over 23809.28 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2938, pruned_loss=0.05856, over 2423888.02 frames. utt_duration=1269 frames, utt_pad_proportion=0.05378, over 7647.80 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2941, pruned_loss=0.0607, over 2478269.93 frames. utt_duration=380.5 frames, utt_pad_proportion=0.07295, over 26144.75 utterances.], batch size: 39, lr: 3.69e-04
2022-08-26 03:03:53,687 INFO [train.py:927] (7/8) Epoch 10, batch 8050, giga_loss[loss=0.2296, simple_loss=0.3156, pruned_loss=0.07179, over 12412.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03819, over 105.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2932, pruned_loss=0.05929, over 2477209.88 frames. utt_duration=404 frames, utt_pad_proportion=0.07471, over 24602.50 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2939, pruned_loss=0.0587, over 2425584.30 frames. utt_duration=1259 frames, utt_pad_proportion=0.05679, over 7714.51 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2935, pruned_loss=0.0597, over 2477766.90 frames. utt_duration=370.4 frames, utt_pad_proportion=0.07514, over 26853.89 utterances.], batch size: 105, lr: 3.69e-04
2022-08-26 03:06:15,238 INFO [train.py:927] (7/8) Epoch 10, batch 8100, giga_loss[loss=0.1755, simple_loss=0.2641, pruned_loss=0.04352, over 12413.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.0587, over 182.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2915, pruned_loss=0.05824, over 2476964.52 frames. utt_duration=412.1 frames, utt_pad_proportion=0.07095, over 24113.73 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2936, pruned_loss=0.05862, over 2425816.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05639, over 7699.41 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.292, pruned_loss=0.05862, over 2477644.62 frames. utt_duration=381.8 frames, utt_pad_proportion=0.0717, over 26044.68 utterances.], batch size: 182, lr: 3.69e-04
2022-08-26 03:08:14,506 INFO [train.py:927] (7/8) Epoch 10, batch 8150, giga_loss[loss=0.2126, simple_loss=0.3075, pruned_loss=0.05882, over 12416.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06319, over 183.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2935, pruned_loss=0.05866, over 2476617.27 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06881, over 23954.97 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2938, pruned_loss=0.05863, over 2427008.82 frames. utt_duration=1259 frames, utt_pad_proportion=0.05585, over 7719.01 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2936, pruned_loss=0.05895, over 2477677.37 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06983, over 26012.56 utterances.], batch size: 183, lr: 3.69e-04
2022-08-26 03:10:19,010 INFO [train.py:927] (7/8) Epoch 10, batch 8200, giga_loss[loss=0.2019, simple_loss=0.3051, pruned_loss=0.04932, over 12339.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.0312, over 51.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2957, pruned_loss=0.05815, over 2476748.22 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07125, over 24290.56 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2938, pruned_loss=0.05866, over 2427525.45 frames. utt_duration=1262 frames, utt_pad_proportion=0.05497, over 7703.80 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2958, pruned_loss=0.05836, over 2478015.26 frames. utt_duration=379 frames, utt_pad_proportion=0.07218, over 26236.38 utterances.], batch size: 51, lr: 3.69e-04
2022-08-26 03:12:26,496 INFO [train.py:927] (7/8) Epoch 10, batch 8250, giga_loss[loss=0.2281, simple_loss=0.3148, pruned_loss=0.07073, over 12379.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.0314, over 97.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2961, pruned_loss=0.05803, over 2476927.65 frames. utt_duration=413.3 frames, utt_pad_proportion=0.07033, over 24041.18 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2939, pruned_loss=0.05883, over 2428495.75 frames. utt_duration=1265 frames, utt_pad_proportion=0.05396, over 7689.40 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2962, pruned_loss=0.05804, over 2478147.98 frames. utt_duration=383.2 frames, utt_pad_proportion=0.07149, over 25953.58 utterances.], batch size: 97, lr: 3.69e-04
2022-08-26 03:14:39,977 INFO [train.py:927] (7/8) Epoch 10, batch 8300, giga_loss[loss=0.2338, simple_loss=0.326, pruned_loss=0.07077, over 12441.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04908, over 161.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2955, pruned_loss=0.05804, over 2476889.58 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06933, over 23643.30 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2942, pruned_loss=0.05923, over 2429944.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.05788, over 7766.52 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2953, pruned_loss=0.05769, over 2477847.74 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06947, over 25525.64 utterances.], batch size: 161, lr: 3.69e-04
2022-08-26 03:16:58,814 INFO [train.py:927] (7/8) Epoch 10, batch 8350, giga_loss[loss=0.1979, simple_loss=0.2927, pruned_loss=0.0516, over 12465.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02566, over 80.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2942, pruned_loss=0.0577, over 2477363.49 frames. utt_duration=415.7 frames, utt_pad_proportion=0.07036, over 23903.76 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2946, pruned_loss=0.05939, over 2430389.93 frames. utt_duration=1252 frames, utt_pad_proportion=0.05752, over 7775.84 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2938, pruned_loss=0.05729, over 2478133.87 frames. utt_duration=389.8 frames, utt_pad_proportion=0.07052, over 25507.49 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 03:19:06,699 INFO [train.py:927] (7/8) Epoch 10, batch 8400, giga_loss[loss=0.2121, simple_loss=0.3003, pruned_loss=0.062, over 12416.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06261, over 183.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2916, pruned_loss=0.05693, over 2477793.42 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06652, over 23632.41 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2941, pruned_loss=0.05933, over 2431701.93 frames. utt_duration=1253 frames, utt_pad_proportion=0.05728, over 7769.73 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2917, pruned_loss=0.05659, over 2478496.68 frames. utt_duration=392 frames, utt_pad_proportion=0.06702, over 25365.78 utterances.], batch size: 183, lr: 3.69e-04
2022-08-26 03:21:09,180 INFO [train.py:927] (7/8) Epoch 10, batch 8450, giga_loss[loss=0.2147, simple_loss=0.3032, pruned_loss=0.06315, over 12458.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05389, over 162.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2933, pruned_loss=0.05744, over 2477717.20 frames. utt_duration=421.3 frames, utt_pad_proportion=0.0643, over 23589.50 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2942, pruned_loss=0.05926, over 2432776.67 frames. utt_duration=1255 frames, utt_pad_proportion=0.05628, over 7764.63 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2933, pruned_loss=0.05718, over 2478340.75 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06519, over 25357.14 utterances.], batch size: 162, lr: 3.69e-04
2022-08-26 03:23:11,366 INFO [train.py:927] (7/8) Epoch 10, batch 8500, giga_loss[loss=0.1937, simple_loss=0.2729, pruned_loss=0.05725, over 12413.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04477, over 34.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2932, pruned_loss=0.05853, over 2477985.89 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06183, over 23364.30 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2944, pruned_loss=0.0594, over 2433886.20 frames. utt_duration=1252 frames, utt_pad_proportion=0.05583, over 7785.38 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05817, over 2478703.26 frames. utt_duration=394.9 frames, utt_pad_proportion=0.0629, over 25183.03 utterances.], batch size: 34, lr: 3.69e-04
2022-08-26 03:25:14,967 INFO [train.py:927] (7/8) Epoch 10, batch 8550, giga_loss[loss=0.2285, simple_loss=0.313, pruned_loss=0.07195, over 12400.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05961, over 182.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2935, pruned_loss=0.05887, over 2477947.26 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06381, over 23782.58 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2941, pruned_loss=0.05936, over 2435194.58 frames. utt_duration=1258 frames, utt_pad_proportion=0.05428, over 7751.47 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2935, pruned_loss=0.05858, over 2478897.23 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06508, over 25868.09 utterances.], batch size: 182, lr: 3.69e-04
2022-08-26 03:27:35,918 INFO [train.py:927] (7/8) Epoch 10, batch 8600, giga_loss[loss=0.205, simple_loss=0.2958, pruned_loss=0.05707, over 12434.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06417, over 212.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2949, pruned_loss=0.05895, over 2478302.53 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06417, over 23587.12 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2948, pruned_loss=0.05957, over 2436549.98 frames. utt_duration=1260 frames, utt_pad_proportion=0.05285, over 7742.40 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2943, pruned_loss=0.05851, over 2479190.80 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06566, over 25781.75 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 03:29:42,493 INFO [train.py:927] (7/8) Epoch 10, batch 8650, giga_loss[loss=0.178, simple_loss=0.2593, pruned_loss=0.0483, over 12418.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03055, over 80.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2922, pruned_loss=0.05838, over 2478670.85 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06115, over 23919.82 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2948, pruned_loss=0.05949, over 2436980.75 frames. utt_duration=1263 frames, utt_pad_proportion=0.05225, over 7728.38 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2917, pruned_loss=0.05808, over 2479556.94 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06274, over 25883.63 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 03:31:36,803 INFO [train.py:927] (7/8) Epoch 10, batch 8700, giga_loss[loss=0.1757, simple_loss=0.2667, pruned_loss=0.04234, over 12461.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.03944, over 31.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2905, pruned_loss=0.05762, over 2478169.88 frames. utt_duration=431.6 frames, utt_pad_proportion=0.05894, over 23029.45 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2944, pruned_loss=0.05927, over 2437899.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.0512, over 7678.62 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2903, pruned_loss=0.05754, over 2479363.58 frames. utt_duration=395 frames, utt_pad_proportion=0.06079, over 25180.97 utterances.], batch size: 31, lr: 3.69e-04
2022-08-26 03:33:41,157 INFO [train.py:927] (7/8) Epoch 10, batch 8750, giga_loss[loss=0.1879, simple_loss=0.2784, pruned_loss=0.04869, over 12422.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04743, over 161.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2894, pruned_loss=0.05751, over 2477276.00 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06158, over 23236.60 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2942, pruned_loss=0.05921, over 2438787.97 frames. utt_duration=1274 frames, utt_pad_proportion=0.0502, over 7667.66 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2894, pruned_loss=0.05746, over 2478660.24 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06318, over 25438.28 utterances.], batch size: 161, lr: 3.69e-04
2022-08-26 03:35:54,326 INFO [train.py:927] (7/8) Epoch 10, batch 8800, giga_loss[loss=0.1843, simple_loss=0.2679, pruned_loss=0.05034, over 12451.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02994, over 80.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2888, pruned_loss=0.05704, over 2476875.81 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06188, over 23527.21 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2946, pruned_loss=0.05945, over 2439145.67 frames. utt_duration=1274 frames, utt_pad_proportion=0.04966, over 7665.67 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2883, pruned_loss=0.05676, over 2478162.48 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06333, over 25485.92 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 03:38:05,862 INFO [train.py:927] (7/8) Epoch 10, batch 8850, libri_loss[loss=0.1613, simple_loss=0.2523, pruned_loss=0.03514, over 12254.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01065, over 28.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2887, pruned_loss=0.05683, over 2476791.71 frames. utt_duration=433.7 frames, utt_pad_proportion=0.05966, over 22906.27 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2943, pruned_loss=0.05925, over 2440402.17 frames. utt_duration=1276 frames, utt_pad_proportion=0.04879, over 7656.28 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2884, pruned_loss=0.05669, over 2478022.89 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06138, over 25064.55 utterances.], batch size: 28, lr: 3.69e-04
2022-08-26 03:40:09,828 INFO [train.py:927] (7/8) Epoch 10, batch 8900, giga_loss[loss=0.1887, simple_loss=0.2742, pruned_loss=0.05165, over 12384.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03556, over 122.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2886, pruned_loss=0.05738, over 2477042.33 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06377, over 23963.01 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2948, pruned_loss=0.05941, over 2440820.00 frames. utt_duration=1261 frames, utt_pad_proportion=0.05321, over 7751.21 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2878, pruned_loss=0.05709, over 2478124.68 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06366, over 25784.53 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 03:42:07,837 INFO [train.py:927] (7/8) Epoch 10, batch 8950, giga_loss[loss=0.214, simple_loss=0.3056, pruned_loss=0.06119, over 12405.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03183, over 122.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2885, pruned_loss=0.05622, over 2477098.52 frames. utt_duration=427 frames, utt_pad_proportion=0.06112, over 23271.67 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2945, pruned_loss=0.0592, over 2441296.03 frames. utt_duration=1266 frames, utt_pad_proportion=0.05222, over 7724.72 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.288, pruned_loss=0.05612, over 2478321.86 frames. utt_duration=395.9 frames, utt_pad_proportion=0.06154, over 25113.75 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 03:44:11,103 INFO [train.py:927] (7/8) Epoch 10, batch 9000, giga_loss[loss=0.2229, simple_loss=0.3047, pruned_loss=0.07053, over 12420.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07233, over 212.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2897, pruned_loss=0.0562, over 2477592.96 frames. utt_duration=415.3 frames, utt_pad_proportion=0.06168, over 23930.95 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2941, pruned_loss=0.05896, over 2441706.82 frames. utt_duration=1268 frames, utt_pad_proportion=0.05199, over 7711.90 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2896, pruned_loss=0.05629, over 2478673.60 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06205, over 25598.02 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 03:44:11,104 INFO [train.py:958] (7/8) Computing validation loss
2022-08-26 03:44:25,393 INFO [train.py:967] (7/8) 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 03:46:27,882 INFO [train.py:927] (7/8) Epoch 10, batch 9050, giga_loss[loss=0.1943, simple_loss=0.2886, pruned_loss=0.04998, over 12381.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04559, over 146.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2904, pruned_loss=0.05644, over 2477340.92 frames. utt_duration=415.1 frames, utt_pad_proportion=0.05991, over 23942.62 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2942, pruned_loss=0.05902, over 2442052.31 frames. utt_duration=1270 frames, utt_pad_proportion=0.05138, over 7702.28 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2901, pruned_loss=0.05642, over 2478342.22 frames. utt_duration=390.3 frames, utt_pad_proportion=0.0605, over 25480.53 utterances.], batch size: 146, lr: 3.68e-04
2022-08-26 03:48:27,345 INFO [train.py:927] (7/8) Epoch 10, batch 9100, giga_loss[loss=0.1904, simple_loss=0.2864, pruned_loss=0.04718, over 12437.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03786, over 133.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.289, pruned_loss=0.05568, over 2476764.39 frames. utt_duration=423.4 frames, utt_pad_proportion=0.05873, over 23463.98 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2939, pruned_loss=0.05882, over 2442485.97 frames. utt_duration=1272 frames, utt_pad_proportion=0.04996, over 7687.35 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2889, pruned_loss=0.05574, over 2478447.94 frames. utt_duration=393.3 frames, utt_pad_proportion=0.05975, over 25284.80 utterances.], batch size: 133, lr: 3.68e-04
2022-08-26 03:50:32,031 INFO [train.py:927] (7/8) Epoch 10, batch 9150, giga_loss[loss=0.1796, simple_loss=0.281, pruned_loss=0.03909, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05897, over 182.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2887, pruned_loss=0.05565, over 2477187.34 frames. utt_duration=420.9 frames, utt_pad_proportion=0.05738, over 23609.60 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2937, pruned_loss=0.05866, over 2442864.18 frames. utt_duration=1274 frames, utt_pad_proportion=0.0494, over 7677.12 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2888, pruned_loss=0.05578, over 2478627.99 frames. utt_duration=393.9 frames, utt_pad_proportion=0.05843, over 25249.15 utterances.], batch size: 182, lr: 3.68e-04
2022-08-26 03:52:35,133 INFO [train.py:927] (7/8) Epoch 10, batch 9200, giga_loss[loss=0.2172, simple_loss=0.2964, pruned_loss=0.06898, over 12451.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03512, over 105.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2898, pruned_loss=0.05669, over 2477451.99 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06067, over 24177.27 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2932, pruned_loss=0.05847, over 2443294.65 frames. utt_duration=1280 frames, utt_pad_proportion=0.04855, over 7642.58 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2902, pruned_loss=0.0569, over 2478947.49 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06154, over 25861.32 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 03:54:30,676 INFO [train.py:927] (7/8) Epoch 10, batch 9250, giga_loss[loss=0.197, simple_loss=0.295, pruned_loss=0.04951, over 12409.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03345, over 122.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.0583, over 2477236.31 frames. utt_duration=402.8 frames, utt_pad_proportion=0.06259, over 24676.28 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05844, over 2443477.23 frames. utt_duration=1281 frames, utt_pad_proportion=0.048, over 7637.01 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2931, pruned_loss=0.05848, over 2478698.87 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06337, over 26237.54 utterances.], batch size: 122, lr: 3.68e-04
2022-08-26 03:56:49,864 INFO [train.py:927] (7/8) Epoch 10, batch 9300, giga_loss[loss=0.1826, simple_loss=0.2709, pruned_loss=0.04711, over 12395.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04679, over 161.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2927, pruned_loss=0.05786, over 2476911.56 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06717, over 25359.19 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2935, pruned_loss=0.05827, over 2443869.45 frames. utt_duration=1284 frames, utt_pad_proportion=0.04745, over 7623.50 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2927, pruned_loss=0.05814, over 2478167.03 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06774, over 26837.15 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 03:58:50,105 INFO [train.py:927] (7/8) Epoch 10, batch 9350, giga_loss[loss=0.2083, simple_loss=0.2948, pruned_loss=0.06086, over 12397.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04645, over 161.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2917, pruned_loss=0.05736, over 2476983.41 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06355, over 24409.44 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05817, over 2444494.45 frames. utt_duration=1285 frames, utt_pad_proportion=0.04647, over 7619.89 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2918, pruned_loss=0.05766, over 2478434.97 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06464, over 26122.63 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 04:00:51,293 INFO [train.py:927] (7/8) Epoch 10, batch 9400, giga_loss[loss=0.2178, simple_loss=0.3015, pruned_loss=0.06711, over 12372.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04626, over 146.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2907, pruned_loss=0.05743, over 2477333.47 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06561, over 25221.28 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2934, pruned_loss=0.05832, over 2445253.96 frames. utt_duration=1273 frames, utt_pad_proportion=0.05018, over 7690.00 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2907, pruned_loss=0.05752, over 2478535.94 frames. utt_duration=369.5 frames, utt_pad_proportion=0.06558, over 26914.68 utterances.], batch size: 146, lr: 3.68e-04
2022-08-26 04:02:50,201 INFO [train.py:927] (7/8) Epoch 10, batch 9450, giga_loss[loss=0.1875, simple_loss=0.2762, pruned_loss=0.04935, over 12424.00 frames. utt_duration=236.7 frames, utt_pad_proportion=0.06818, over 211.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2894, pruned_loss=0.05621, over 2477210.34 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06301, over 24279.81 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05821, over 2445739.75 frames. utt_duration=1269 frames, utt_pad_proportion=0.05055, over 7717.90 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2895, pruned_loss=0.05636, over 2478315.43 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06311, over 25908.67 utterances.], batch size: 211, lr: 3.68e-04
2022-08-26 04:04:51,230 INFO [train.py:927] (7/8) Epoch 10, batch 9500, giga_loss[loss=0.182, simple_loss=0.2813, pruned_loss=0.04135, over 12321.00 frames. utt_duration=850.8 frames, utt_pad_proportion=0.03315, over 58.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2888, pruned_loss=0.05467, over 2477225.46 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06224, over 23553.43 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05802, over 2445931.79 frames. utt_duration=1273 frames, utt_pad_proportion=0.05012, over 7691.65 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2889, pruned_loss=0.0549, over 2478496.25 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06256, over 25164.41 utterances.], batch size: 58, lr: 3.68e-04
2022-08-26 04:06:52,091 INFO [train.py:927] (7/8) Epoch 10, batch 9550, giga_loss[loss=0.2296, simple_loss=0.3031, pruned_loss=0.07804, over 12378.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 258.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2892, pruned_loss=0.05428, over 2477264.55 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06403, over 23542.01 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05807, over 2446523.28 frames. utt_duration=1277 frames, utt_pad_proportion=0.04938, over 7669.94 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2893, pruned_loss=0.05436, over 2478302.32 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06445, over 25130.51 utterances.], batch size: 258, lr: 3.68e-04
2022-08-26 04:08:52,172 INFO [train.py:927] (7/8) Epoch 10, batch 9600, giga_loss[loss=0.1943, simple_loss=0.2684, pruned_loss=0.06014, over 12384.00 frames. utt_duration=143.1 frames, utt_pad_proportion=0.1584, over 349.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2887, pruned_loss=0.05415, over 2477173.83 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06684, over 23997.99 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2929, pruned_loss=0.05831, over 2446947.81 frames. utt_duration=1268 frames, utt_pad_proportion=0.05309, over 7727.04 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2887, pruned_loss=0.05389, over 2478281.87 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06605, over 25575.63 utterances.], batch size: 349, lr: 3.68e-04
2022-08-26 04:11:10,413 INFO [train.py:927] (7/8) Epoch 10, batch 9650, giga_loss[loss=0.2025, simple_loss=0.2874, pruned_loss=0.05879, over 12450.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03556, over 105.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2895, pruned_loss=0.05407, over 2477770.04 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06564, over 23763.04 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2928, pruned_loss=0.05815, over 2447721.35 frames. utt_duration=1267 frames, utt_pad_proportion=0.05294, over 7739.02 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2895, pruned_loss=0.05391, over 2478631.94 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06522, over 25374.70 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 04:13:30,637 INFO [train.py:927] (7/8) Epoch 10, batch 9700, giga_loss[loss=0.2267, simple_loss=0.3103, pruned_loss=0.07156, over 12390.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02756, over 91.00 utterances.], tot_loss[loss=0.202, simple_loss=0.293, pruned_loss=0.05549, over 2477536.46 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06379, over 23264.46 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05808, over 2447923.74 frames. utt_duration=1266 frames, utt_pad_proportion=0.0524, over 7744.25 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2929, pruned_loss=0.05536, over 2478559.49 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06376, over 24812.64 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 04:15:45,794 INFO [train.py:927] (7/8) Epoch 10, batch 9750, giga_loss[loss=0.1977, simple_loss=0.2857, pruned_loss=0.05486, over 12386.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04172, over 133.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2909, pruned_loss=0.05487, over 2476019.59 frames. utt_duration=440.9 frames, utt_pad_proportion=0.06481, over 22523.69 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05792, over 2448463.79 frames. utt_duration=1257 frames, utt_pad_proportion=0.05589, over 7802.56 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2909, pruned_loss=0.05483, over 2477248.45 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06396, over 24188.71 utterances.], batch size: 133, lr: 3.68e-04
2022-08-26 04:17:55,403 INFO [train.py:927] (7/8) Epoch 10, batch 9800, giga_loss[loss=0.1709, simple_loss=0.2614, pruned_loss=0.04015, over 12420.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03998, over 37.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2899, pruned_loss=0.05434, over 2476145.52 frames. utt_duration=429.7 frames, utt_pad_proportion=0.06601, over 23114.98 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2926, pruned_loss=0.05786, over 2448729.24 frames. utt_duration=1259 frames, utt_pad_proportion=0.05509, over 7790.54 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.29, pruned_loss=0.05431, over 2477391.90 frames. utt_duration=401.7 frames, utt_pad_proportion=0.0656, over 24741.01 utterances.], batch size: 37, lr: 3.68e-04
2022-08-26 04:19:55,964 INFO [train.py:927] (7/8) Epoch 10, batch 9850, giga_loss[loss=0.1933, simple_loss=0.2931, pruned_loss=0.04675, over 12423.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03904, over 133.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2908, pruned_loss=0.05494, over 2476122.69 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06804, over 23702.36 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.292, pruned_loss=0.05757, over 2449100.05 frames. utt_duration=1261 frames, utt_pad_proportion=0.05456, over 7776.17 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2913, pruned_loss=0.05507, over 2477535.53 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06784, over 25430.50 utterances.], batch size: 133, lr: 3.68e-04
2022-08-26 04:21:50,395 INFO [train.py:927] (7/8) Epoch 10, batch 9900, giga_loss[loss=0.2026, simple_loss=0.2919, pruned_loss=0.05662, over 12279.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02673, over 54.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2911, pruned_loss=0.05479, over 2476664.84 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06491, over 23310.89 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.292, pruned_loss=0.05754, over 2449596.93 frames. utt_duration=1264 frames, utt_pad_proportion=0.05351, over 7759.86 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2915, pruned_loss=0.05488, over 2477958.48 frames. utt_duration=397 frames, utt_pad_proportion=0.06531, over 25040.00 utterances.], batch size: 54, lr: 3.68e-04
2022-08-26 04:23:46,865 INFO [train.py:927] (7/8) Epoch 10, batch 9950, giga_loss[loss=0.2025, simple_loss=0.2863, pruned_loss=0.05938, over 12437.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04798, over 147.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2907, pruned_loss=0.05567, over 2476451.48 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07104, over 24527.40 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2924, pruned_loss=0.05772, over 2449643.60 frames. utt_duration=1261 frames, utt_pad_proportion=0.0537, over 7779.69 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2906, pruned_loss=0.05553, over 2478036.79 frames. utt_duration=378.8 frames, utt_pad_proportion=0.07107, over 26248.66 utterances.], batch size: 147, lr: 3.68e-04
2022-08-26 04:25:31,050 INFO [train.py:927] (7/8) Epoch 10, batch 10000, giga_loss[loss=0.2445, simple_loss=0.3385, pruned_loss=0.07521, over 12334.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.0348, over 62.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2979, pruned_loss=0.05976, over 2476364.05 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07102, over 24515.29 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.293, pruned_loss=0.05786, over 2449961.06 frames. utt_duration=1261 frames, utt_pad_proportion=0.05328, over 7779.90 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2973, pruned_loss=0.05952, over 2477562.27 frames. utt_duration=382 frames, utt_pad_proportion=0.07122, over 26028.84 utterances.], batch size: 62, lr: 3.68e-04
2022-08-26 04:27:15,431 INFO [train.py:927] (7/8) Epoch 10, batch 10050, giga_loss[loss=0.1748, simple_loss=0.266, pruned_loss=0.04175, over 12401.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.03912, over 26.00 utterances.], tot_loss[loss=0.211, simple_loss=0.3004, pruned_loss=0.06082, over 2476295.17 frames. utt_duration=438 frames, utt_pad_proportion=0.06835, over 22682.04 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2936, pruned_loss=0.05785, over 2450567.79 frames. utt_duration=1262 frames, utt_pad_proportion=0.05278, over 7775.31 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2995, pruned_loss=0.06068, over 2477030.26 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06886, over 24099.84 utterances.], batch size: 26, lr: 3.68e-04
2022-08-26 04:28:57,271 INFO [train.py:927] (7/8) Epoch 10, batch 10100, giga_loss[loss=0.1852, simple_loss=0.2709, pruned_loss=0.04976, over 12452.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.0427, over 31.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2953, pruned_loss=0.0595, over 2476016.34 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06938, over 21399.44 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2933, pruned_loss=0.05768, over 2451084.99 frames. utt_duration=1253 frames, utt_pad_proportion=0.05592, over 7832.46 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.295, pruned_loss=0.05962, over 2476965.43 frames. utt_duration=433.1 frames, utt_pad_proportion=0.06911, over 22947.01 utterances.], batch size: 31, lr: 3.68e-04
2022-08-26 04:30:41,857 INFO [train.py:927] (7/8) Epoch 10, batch 10150, giga_loss[loss=0.1697, simple_loss=0.2537, pruned_loss=0.04285, over 12415.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03385, over 75.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2873, pruned_loss=0.05704, over 2476273.63 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06681, over 20630.77 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.05761, over 2451515.39 frames. utt_duration=1257 frames, utt_pad_proportion=0.05532, over 7811.07 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2873, pruned_loss=0.05721, over 2476968.85 frames. utt_duration=450.5 frames, utt_pad_proportion=0.06699, over 22057.53 utterances.], batch size: 75, lr: 3.68e-04
2022-08-26 04:32:25,130 INFO [train.py:927] (7/8) Epoch 10, batch 10200, giga_loss[loss=0.1876, simple_loss=0.2656, pruned_loss=0.05476, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02738, over 45.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2801, pruned_loss=0.05484, over 2475692.41 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07029, over 20780.66 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2924, pruned_loss=0.05737, over 2451726.76 frames. utt_duration=1262 frames, utt_pad_proportion=0.05457, over 7778.05 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2805, pruned_loss=0.05516, over 2476505.46 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07054, over 22173.45 utterances.], batch size: 45, lr: 3.68e-04
2022-08-26 04:34:08,809 INFO [train.py:927] (7/8) Epoch 10, batch 10250, giga_loss[loss=0.1726, simple_loss=0.2521, pruned_loss=0.04652, over 12149.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04119, over 33.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2753, pruned_loss=0.05311, over 2475769.71 frames. utt_duration=505.7 frames, utt_pad_proportion=0.06554, over 19639.10 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.293, pruned_loss=0.05768, over 2452178.03 frames. utt_duration=1263 frames, utt_pad_proportion=0.05381, over 7778.55 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2747, pruned_loss=0.05302, over 2476423.42 frames. utt_duration=473.7 frames, utt_pad_proportion=0.06636, over 20971.33 utterances.], batch size: 33, lr: 3.68e-04
2022-08-26 04:35:48,574 INFO [train.py:927] (7/8) Epoch 10, batch 10300, libri_loss[loss=0.1669, simple_loss=0.2545, pruned_loss=0.03965, over 12169.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.009675, over 30.00 utterances.], tot_loss[loss=0.1868, simple_loss=0.271, pruned_loss=0.05131, over 2475571.78 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06712, over 19673.78 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05759, over 2453032.03 frames. utt_duration=1265 frames, utt_pad_proportion=0.05294, over 7766.02 utterances.], giga_tot_loss[loss=0.1863, simple_loss=0.2703, pruned_loss=0.05115, over 2476187.17 frames. utt_duration=468.7 frames, utt_pad_proportion=0.06815, over 21196.47 utterances.], batch size: 30, lr: 3.68e-04
2022-08-26 04:37:32,393 INFO [train.py:927] (7/8) Epoch 10, batch 10350, giga_loss[loss=0.1525, simple_loss=0.243, pruned_loss=0.031, over 12392.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.1817, simple_loss=0.265, pruned_loss=0.04913, over 2475294.12 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06709, over 19451.11 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2923, pruned_loss=0.05747, over 2453243.17 frames. utt_duration=1268 frames, utt_pad_proportion=0.05242, over 7748.63 utterances.], giga_tot_loss[loss=0.1812, simple_loss=0.2644, pruned_loss=0.04902, over 2475881.50 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06816, over 20827.26 utterances.], batch size: 62, lr: 3.68e-04
2022-08-26 04:39:13,250 INFO [train.py:927] (7/8) Epoch 10, batch 10400, giga_loss[loss=0.1503, simple_loss=0.2272, pruned_loss=0.03671, over 12250.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.0355, over 28.00 utterances.], tot_loss[loss=0.1775, simple_loss=0.2605, pruned_loss=0.04724, over 2474334.79 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06265, over 18844.65 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2914, pruned_loss=0.0571, over 2453697.68 frames. utt_duration=1277 frames, utt_pad_proportion=0.05104, over 7694.82 utterances.], giga_tot_loss[loss=0.177, simple_loss=0.2597, pruned_loss=0.04715, over 2475145.18 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06444, over 20400.91 utterances.], batch size: 28, lr: 3.67e-04
2022-08-26 04:40:57,666 INFO [train.py:927] (7/8) Epoch 10, batch 10450, giga_loss[loss=0.241, simple_loss=0.3184, pruned_loss=0.0818, over 12392.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.0266, over 66.00 utterances.], tot_loss[loss=0.1775, simple_loss=0.26, pruned_loss=0.04755, over 2474459.79 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06104, over 18953.87 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2911, pruned_loss=0.05695, over 2454015.99 frames. utt_duration=1281 frames, utt_pad_proportion=0.05052, over 7670.51 utterances.], giga_tot_loss[loss=0.1771, simple_loss=0.2592, pruned_loss=0.04748, over 2475090.79 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06279, over 20363.43 utterances.], batch size: 66, lr: 3.67e-04
2022-08-26 04:42:40,283 INFO [train.py:927] (7/8) Epoch 10, batch 10500, giga_loss[loss=0.2079, simple_loss=0.2945, pruned_loss=0.0606, over 12420.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.047, over 34.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2715, pruned_loss=0.05326, over 2474699.20 frames. utt_duration=521 frames, utt_pad_proportion=0.06078, over 19054.08 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2909, pruned_loss=0.05685, over 2454314.43 frames. utt_duration=1283 frames, utt_pad_proportion=0.04998, over 7661.44 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2707, pruned_loss=0.05318, over 2475197.90 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06239, over 20316.70 utterances.], batch size: 34, lr: 3.67e-04
2022-08-26 04:44:22,271 INFO [train.py:927] (7/8) Epoch 10, batch 10550, giga_loss[loss=0.1903, simple_loss=0.2836, pruned_loss=0.04847, over 12428.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.03376, over 26.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2804, pruned_loss=0.0565, over 2474071.80 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06149, over 19222.64 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2913, pruned_loss=0.05697, over 2454573.42 frames. utt_duration=1284 frames, utt_pad_proportion=0.04895, over 7654.53 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.279, pruned_loss=0.05628, over 2474778.81 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06318, over 20542.95 utterances.], batch size: 26, lr: 3.67e-04
2022-08-26 04:46:05,552 INFO [train.py:927] (7/8) Epoch 10, batch 10600, giga_loss[loss=0.1876, simple_loss=0.279, pruned_loss=0.0481, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02846, over 48.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2838, pruned_loss=0.0571, over 2473415.30 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06979, over 19660.24 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2905, pruned_loss=0.05662, over 2454891.42 frames. utt_duration=1293 frames, utt_pad_proportion=0.04732, over 7600.84 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.283, pruned_loss=0.05725, over 2474581.82 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07146, over 21350.49 utterances.], batch size: 48, lr: 3.67e-04
2022-08-26 04:47:48,907 INFO [train.py:927] (7/8) Epoch 10, batch 10650, giga_loss[loss=0.2664, simple_loss=0.3399, pruned_loss=0.09646, over 12391.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2891, pruned_loss=0.06028, over 2473498.70 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07056, over 20030.76 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2906, pruned_loss=0.05662, over 2454892.97 frames. utt_duration=1294 frames, utt_pad_proportion=0.04713, over 7599.84 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2885, pruned_loss=0.0604, over 2474489.11 frames. utt_duration=463.9 frames, utt_pad_proportion=0.0719, over 21404.18 utterances.], batch size: 183, lr: 3.67e-04
2022-08-26 04:49:29,346 INFO [train.py:927] (7/8) Epoch 10, batch 10700, giga_loss[loss=0.2408, simple_loss=0.3354, pruned_loss=0.07311, over 12416.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04265, over 146.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2942, pruned_loss=0.06237, over 2473278.25 frames. utt_duration=517 frames, utt_pad_proportion=0.06637, over 19189.36 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2913, pruned_loss=0.05685, over 2454964.08 frames. utt_duration=1276 frames, utt_pad_proportion=0.05206, over 7702.17 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.293, pruned_loss=0.06236, over 2474419.87 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06644, over 20465.73 utterances.], batch size: 146, lr: 3.67e-04
2022-08-26 04:51:18,144 INFO [train.py:927] (7/8) Epoch 10, batch 10750, giga_loss[loss=0.24, simple_loss=0.3248, pruned_loss=0.07765, over 12407.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04359, over 146.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2977, pruned_loss=0.06357, over 2472412.48 frames. utt_duration=515.3 frames, utt_pad_proportion=0.07173, over 19246.91 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2913, pruned_loss=0.05676, over 2455089.47 frames. utt_duration=1280 frames, utt_pad_proportion=0.05182, over 7682.20 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2969, pruned_loss=0.06371, over 2473355.79 frames. utt_duration=487 frames, utt_pad_proportion=0.07166, over 20375.73 utterances.], batch size: 146, lr: 3.67e-04
2022-08-26 04:52:59,197 INFO [train.py:927] (7/8) Epoch 10, batch 10800, giga_loss[loss=0.2098, simple_loss=0.3032, pruned_loss=0.05817, over 12340.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02918, over 66.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.301, pruned_loss=0.06404, over 2472405.76 frames. utt_duration=538.9 frames, utt_pad_proportion=0.07036, over 18400.95 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05727, over 2455140.70 frames. utt_duration=1284 frames, utt_pad_proportion=0.05044, over 7654.85 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2995, pruned_loss=0.06392, over 2473647.56 frames. utt_duration=503.8 frames, utt_pad_proportion=0.07116, over 19697.67 utterances.], batch size: 66, lr: 3.67e-04
2022-08-26 04:54:42,102 INFO [train.py:927] (7/8) Epoch 10, batch 10850, giga_loss[loss=0.1794, simple_loss=0.2771, pruned_loss=0.0409, over 12413.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03412, over 75.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.3011, pruned_loss=0.06287, over 2472323.10 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06747, over 17497.71 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2926, pruned_loss=0.05719, over 2455006.67 frames. utt_duration=1283 frames, utt_pad_proportion=0.05005, over 7660.53 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.3, pruned_loss=0.06296, over 2473747.07 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06859, over 18707.47 utterances.], batch size: 75, lr: 3.67e-04
2022-08-26 04:56:25,196 INFO [train.py:927] (7/8) Epoch 10, batch 10900, giga_loss[loss=0.2071, simple_loss=0.2901, pruned_loss=0.06209, over 12350.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02993, over 66.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3035, pruned_loss=0.06553, over 2472713.21 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06753, over 17712.23 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2929, pruned_loss=0.05745, over 2455363.85 frames. utt_duration=1269 frames, utt_pad_proportion=0.05394, over 7747.21 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3024, pruned_loss=0.06549, over 2473839.39 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06711, over 18768.69 utterances.], batch size: 66, lr: 3.67e-04
2022-08-26 04:58:10,005 INFO [train.py:927] (7/8) Epoch 10, batch 10950, giga_loss[loss=0.2393, simple_loss=0.3107, pruned_loss=0.08392, over 12384.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1105, over 260.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3042, pruned_loss=0.06774, over 2473021.05 frames. utt_duration=545.5 frames, utt_pad_proportion=0.07147, over 18184.82 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2928, pruned_loss=0.0574, over 2455710.35 frames. utt_duration=1270 frames, utt_pad_proportion=0.05354, over 7741.78 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3036, pruned_loss=0.06784, over 2473747.19 frames. utt_duration=519.2 frames, utt_pad_proportion=0.07118, over 19113.79 utterances.], batch size: 260, lr: 3.67e-04
2022-08-26 04:59:54,074 INFO [train.py:927] (7/8) Epoch 10, batch 11000, giga_loss[loss=0.2224, simple_loss=0.308, pruned_loss=0.06834, over 12385.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02972, over 97.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3022, pruned_loss=0.06712, over 2472846.44 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06871, over 17955.84 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2926, pruned_loss=0.05731, over 2455692.85 frames. utt_duration=1262 frames, utt_pad_proportion=0.05685, over 7794.16 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3022, pruned_loss=0.06755, over 2473894.29 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06754, over 18931.32 utterances.], batch size: 97, lr: 3.67e-04
2022-08-26 05:01:38,661 INFO [train.py:927] (7/8) Epoch 10, batch 11050, giga_loss[loss=0.2192, simple_loss=0.3024, pruned_loss=0.06804, over 12413.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07674, over 213.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.301, pruned_loss=0.06628, over 2473420.93 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06989, over 18410.99 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2924, pruned_loss=0.05719, over 2456027.08 frames. utt_duration=1265 frames, utt_pad_proportion=0.05602, over 7775.39 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3013, pruned_loss=0.06689, over 2474280.30 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06929, over 19379.24 utterances.], batch size: 213, lr: 3.67e-04
2022-08-26 05:03:22,856 INFO [train.py:927] (7/8) Epoch 10, batch 11100, giga_loss[loss=0.1893, simple_loss=0.2743, pruned_loss=0.05211, over 12435.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03626, over 105.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2977, pruned_loss=0.0651, over 2473948.44 frames. utt_duration=523.8 frames, utt_pad_proportion=0.07688, over 18946.50 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2926, pruned_loss=0.05726, over 2456311.66 frames. utt_duration=1267 frames, utt_pad_proportion=0.05535, over 7766.78 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2978, pruned_loss=0.06563, over 2474610.46 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07649, over 19878.13 utterances.], batch size: 105, lr: 3.67e-04
2022-08-26 05:05:07,824 INFO [train.py:927] (7/8) Epoch 10, batch 11150, giga_loss[loss=0.1696, simple_loss=0.2631, pruned_loss=0.03804, over 12425.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03325, over 75.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2937, pruned_loss=0.06395, over 2474144.86 frames. utt_duration=497 frames, utt_pad_proportion=0.07936, over 19971.66 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2931, pruned_loss=0.05748, over 2456442.93 frames. utt_duration=1251 frames, utt_pad_proportion=0.0592, over 7862.66 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2934, pruned_loss=0.0643, over 2474890.38 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07783, over 20828.94 utterances.], batch size: 75, lr: 3.67e-04
2022-08-26 05:06:52,214 INFO [train.py:927] (7/8) Epoch 10, batch 11200, giga_loss[loss=0.1908, simple_loss=0.2832, pruned_loss=0.04919, over 12405.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03812, over 113.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2942, pruned_loss=0.06394, over 2473483.24 frames. utt_duration=507.3 frames, utt_pad_proportion=0.07953, over 19561.12 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2935, pruned_loss=0.05749, over 2456239.12 frames. utt_duration=1256 frames, utt_pad_proportion=0.05834, over 7833.63 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2936, pruned_loss=0.06433, over 2474571.41 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07869, over 20484.87 utterances.], batch size: 113, lr: 3.67e-04
2022-08-26 05:08:36,174 INFO [train.py:927] (7/8) Epoch 10, batch 11250, giga_loss[loss=0.1879, simple_loss=0.2701, pruned_loss=0.05281, over 12264.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02803, over 54.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2921, pruned_loss=0.06302, over 2473455.33 frames. utt_duration=528.6 frames, utt_pad_proportion=0.07301, over 18770.94 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2942, pruned_loss=0.05766, over 2456437.93 frames. utt_duration=1256 frames, utt_pad_proportion=0.05811, over 7834.46 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.291, pruned_loss=0.06319, over 2474196.30 frames. utt_duration=507.8 frames, utt_pad_proportion=0.07269, over 19546.93 utterances.], batch size: 54, lr: 3.67e-04
2022-08-26 05:10:19,738 INFO [train.py:927] (7/8) Epoch 10, batch 11300, giga_loss[loss=0.18, simple_loss=0.2582, pruned_loss=0.05083, over 12296.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.05145, over 26.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2889, pruned_loss=0.06153, over 2473707.46 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06833, over 17547.52 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2944, pruned_loss=0.05779, over 2457134.88 frames. utt_duration=1247 frames, utt_pad_proportion=0.0607, over 7888.99 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2877, pruned_loss=0.0617, over 2474208.23 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06746, over 18450.30 utterances.], batch size: 26, lr: 3.67e-04
2022-08-26 05:12:00,768 INFO [train.py:927] (7/8) Epoch 10, batch 11350, giga_loss[loss=0.1669, simple_loss=0.2586, pruned_loss=0.03764, over 12386.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02591, over 66.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2846, pruned_loss=0.05981, over 2473271.79 frames. utt_duration=584.1 frames, utt_pad_proportion=0.06275, over 16980.64 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2942, pruned_loss=0.05772, over 2457332.76 frames. utt_duration=1252 frames, utt_pad_proportion=0.06016, over 7862.82 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2838, pruned_loss=0.06004, over 2473708.36 frames. utt_duration=556 frames, utt_pad_proportion=0.06252, over 17843.32 utterances.], batch size: 66, lr: 3.67e-04
2022-08-26 05:13:41,585 INFO [train.py:927] (7/8) Epoch 10, batch 11400, giga_loss[loss=0.1813, simple_loss=0.2632, pruned_loss=0.04973, over 12450.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.03118, over 55.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2814, pruned_loss=0.05858, over 2473467.66 frames. utt_duration=591.4 frames, utt_pad_proportion=0.06342, over 16771.59 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2939, pruned_loss=0.05768, over 2457263.65 frames. utt_duration=1257 frames, utt_pad_proportion=0.05906, over 7830.50 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2808, pruned_loss=0.05883, over 2474216.40 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06362, over 17680.99 utterances.], batch size: 55, lr: 3.67e-04
2022-08-26 05:15:24,510 INFO [train.py:927] (7/8) Epoch 10, batch 11450, giga_loss[loss=0.1886, simple_loss=0.2709, pruned_loss=0.05311, over 12400.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04313, over 26.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2781, pruned_loss=0.05737, over 2474036.40 frames. utt_duration=614.8 frames, utt_pad_proportion=0.05797, over 16136.75 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2939, pruned_loss=0.05759, over 2457740.71 frames. utt_duration=1259 frames, utt_pad_proportion=0.05835, over 7818.11 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2774, pruned_loss=0.05766, over 2474421.05 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05868, over 16978.41 utterances.], batch size: 26, lr: 3.67e-04
2022-08-26 05:17:07,807 INFO [train.py:927] (7/8) Epoch 10, batch 11500, giga_loss[loss=0.181, simple_loss=0.262, pruned_loss=0.04999, over 12474.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02937, over 55.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2779, pruned_loss=0.05713, over 2474089.64 frames. utt_duration=624.5 frames, utt_pad_proportion=0.05363, over 15885.66 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2941, pruned_loss=0.05757, over 2458101.94 frames. utt_duration=1262 frames, utt_pad_proportion=0.05747, over 7797.86 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2769, pruned_loss=0.05737, over 2474360.46 frames. utt_duration=593.4 frames, utt_pad_proportion=0.05475, over 16719.95 utterances.], batch size: 55, lr: 3.67e-04
2022-08-26 05:18:51,499 INFO [train.py:927] (7/8) Epoch 10, batch 11550, libri_loss[loss=0.157, simple_loss=0.2499, pruned_loss=0.0321, over 12289.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00602, over 32.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2817, pruned_loss=0.05939, over 2473215.26 frames. utt_duration=616.2 frames, utt_pad_proportion=0.05459, over 16093.88 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2939, pruned_loss=0.05743, over 2458250.26 frames. utt_duration=1263 frames, utt_pad_proportion=0.05663, over 7794.85 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2808, pruned_loss=0.05973, over 2473581.59 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05578, over 16911.03 utterances.], batch size: 32, lr: 3.67e-04
2022-08-26 05:20:34,456 INFO [train.py:927] (7/8) Epoch 10, batch 11600, giga_loss[loss=0.2666, simple_loss=0.3505, pruned_loss=0.0913, over 12237.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03157, over 42.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2892, pruned_loss=0.0634, over 2473726.81 frames. utt_duration=579.6 frames, utt_pad_proportion=0.06022, over 17115.31 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.294, pruned_loss=0.05749, over 2458476.01 frames. utt_duration=1267 frames, utt_pad_proportion=0.0556, over 7768.21 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2883, pruned_loss=0.06372, over 2474162.41 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06132, over 18003.67 utterances.], batch size: 42, lr: 3.67e-04
2022-08-26 05:22:17,799 INFO [train.py:927] (7/8) Epoch 10, batch 11650, giga_loss[loss=0.2342, simple_loss=0.3166, pruned_loss=0.07588, over 12447.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03686, over 40.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2947, pruned_loss=0.06543, over 2473591.00 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06098, over 17354.81 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.294, pruned_loss=0.05755, over 2458548.98 frames. utt_duration=1260 frames, utt_pad_proportion=0.05859, over 7814.63 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2938, pruned_loss=0.06578, over 2474262.14 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06065, over 18266.12 utterances.], batch size: 40, lr: 3.67e-04
2022-08-26 05:23:58,791 INFO [train.py:927] (7/8) Epoch 10, batch 11700, giga_loss[loss=0.2077, simple_loss=0.3011, pruned_loss=0.05712, over 12471.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02976, over 55.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2981, pruned_loss=0.06633, over 2473963.53 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06227, over 17543.76 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2937, pruned_loss=0.05757, over 2459030.24 frames. utt_duration=1252 frames, utt_pad_proportion=0.0616, over 7865.60 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2979, pruned_loss=0.06703, over 2474751.05 frames. utt_duration=531 frames, utt_pad_proportion=0.06089, over 18696.04 utterances.], batch size: 55, lr: 3.67e-04
2022-08-26 05:25:39,362 INFO [train.py:927] (7/8) Epoch 10, batch 11750, giga_loss[loss=0.2235, simple_loss=0.3069, pruned_loss=0.07003, over 12225.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0319, over 42.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2974, pruned_loss=0.06502, over 2473815.64 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06203, over 17849.10 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2936, pruned_loss=0.05757, over 2459256.49 frames. utt_duration=1251 frames, utt_pad_proportion=0.06092, over 7872.63 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2974, pruned_loss=0.06578, over 2474651.91 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06122, over 19021.86 utterances.], batch size: 42, lr: 3.66e-04
2022-08-26 05:27:21,670 INFO [train.py:927] (7/8) Epoch 10, batch 11800, giga_loss[loss=0.2773, simple_loss=0.3527, pruned_loss=0.1009, over 12199.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03079, over 42.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2971, pruned_loss=0.06441, over 2473149.52 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06926, over 17965.80 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2936, pruned_loss=0.05755, over 2459638.28 frames. utt_duration=1252 frames, utt_pad_proportion=0.06031, over 7868.35 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2972, pruned_loss=0.06516, over 2473723.50 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06851, over 19078.84 utterances.], batch size: 42, lr: 3.66e-04
2022-08-26 05:29:05,415 INFO [train.py:927] (7/8) Epoch 10, batch 11850, libri_loss[loss=0.2744, simple_loss=0.3573, pruned_loss=0.09571, over 12453.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.0335, over 46.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2995, pruned_loss=0.06576, over 2473243.31 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06788, over 18050.62 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2939, pruned_loss=0.05779, over 2459692.83 frames. utt_duration=1248 frames, utt_pad_proportion=0.06052, over 7894.46 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2994, pruned_loss=0.06635, over 2474064.46 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06745, over 19247.05 utterances.], batch size: 46, lr: 3.66e-04
2022-08-26 05:30:47,759 INFO [train.py:927] (7/8) Epoch 10, batch 11900, giga_loss[loss=0.2486, simple_loss=0.3229, pruned_loss=0.08717, over 12454.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03382, over 86.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3012, pruned_loss=0.0671, over 2471715.25 frames. utt_duration=569.2 frames, utt_pad_proportion=0.0651, over 17415.42 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2942, pruned_loss=0.05791, over 2459231.26 frames. utt_duration=1238 frames, utt_pad_proportion=0.06388, over 7956.74 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3011, pruned_loss=0.0679, over 2473403.93 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06357, over 18792.67 utterances.], batch size: 86, lr: 3.66e-04
2022-08-26 05:32:30,274 INFO [train.py:927] (7/8) Epoch 10, batch 11950, giga_loss[loss=0.2233, simple_loss=0.3041, pruned_loss=0.07125, over 12383.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04128, over 133.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3023, pruned_loss=0.0681, over 2471855.37 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06409, over 17485.78 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.294, pruned_loss=0.0577, over 2459579.13 frames. utt_duration=1236 frames, utt_pad_proportion=0.06365, over 7967.01 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3026, pruned_loss=0.06918, over 2473219.67 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06299, over 18830.17 utterances.], batch size: 133, lr: 3.66e-04
2022-08-26 05:34:13,986 INFO [train.py:927] (7/8) Epoch 10, batch 12000, libri_loss[loss=0.2012, simple_loss=0.3007, pruned_loss=0.05089, over 12474.00 frames. utt_duration=961.1 frames, utt_pad_proportion=0.0651, over 52.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3033, pruned_loss=0.06809, over 2471996.07 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06242, over 16599.04 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2941, pruned_loss=0.05782, over 2459593.04 frames. utt_duration=1235 frames, utt_pad_proportion=0.06336, over 7972.83 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3037, pruned_loss=0.06913, over 2473414.17 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06174, over 17920.39 utterances.], batch size: 52, lr: 3.66e-04
2022-08-26 05:34:13,987 INFO [train.py:958] (7/8) Computing validation loss
2022-08-26 05:34:27,522 INFO [train.py:967] (7/8) 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 05:36:08,609 INFO [train.py:927] (7/8) Epoch 10, batch 12050, giga_loss[loss=0.2079, simple_loss=0.2985, pruned_loss=0.05864, over 12466.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02982, over 55.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3036, pruned_loss=0.06824, over 2471623.81 frames. utt_duration=631.4 frames, utt_pad_proportion=0.06033, over 15696.30 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2938, pruned_loss=0.0579, over 2459511.11 frames. utt_duration=1242 frames, utt_pad_proportion=0.06194, over 7933.00 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3046, pruned_loss=0.06938, over 2473328.73 frames. utt_duration=579.7 frames, utt_pad_proportion=0.06051, over 17109.93 utterances.], batch size: 55, lr: 3.66e-04
2022-08-26 05:37:49,636 INFO [train.py:927] (7/8) Epoch 10, batch 12100, giga_loss[loss=0.2209, simple_loss=0.3021, pruned_loss=0.06988, over 12385.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04059, over 37.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3026, pruned_loss=0.06816, over 2471068.43 frames. utt_duration=650.3 frames, utt_pad_proportion=0.0593, over 15234.59 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2935, pruned_loss=0.05775, over 2459862.70 frames. utt_duration=1249 frames, utt_pad_proportion=0.06035, over 7889.93 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.304, pruned_loss=0.06957, over 2472521.44 frames. utt_duration=595.5 frames, utt_pad_proportion=0.06014, over 16651.03 utterances.], batch size: 37, lr: 3.66e-04
2022-08-26 05:39:31,030 INFO [train.py:927] (7/8) Epoch 10, batch 12150, giga_loss[loss=0.2335, simple_loss=0.3178, pruned_loss=0.07456, over 12412.00 frames. utt_duration=753.6 frames, utt_pad_proportion=0.02379, over 66.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3022, pruned_loss=0.06806, over 2471289.02 frames. utt_duration=663.1 frames, utt_pad_proportion=0.05531, over 14940.02 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2934, pruned_loss=0.05768, over 2459762.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.05956, over 7879.24 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3035, pruned_loss=0.06943, over 2472722.66 frames. utt_duration=611.8 frames, utt_pad_proportion=0.05661, over 16207.43 utterances.], batch size: 66, lr: 3.66e-04
2022-08-26 05:41:10,670 INFO [train.py:927] (7/8) Epoch 10, batch 12200, giga_loss[loss=0.2036, simple_loss=0.2959, pruned_loss=0.0557, over 12265.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03379, over 28.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3026, pruned_loss=0.0682, over 2471314.83 frames. utt_duration=651.8 frames, utt_pad_proportion=0.0587, over 15200.69 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2934, pruned_loss=0.05782, over 2460182.36 frames. utt_duration=1253 frames, utt_pad_proportion=0.0584, over 7864.24 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3041, pruned_loss=0.06959, over 2472558.54 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05996, over 16537.89 utterances.], batch size: 28, lr: 3.66e-04
2022-08-26 05:42:54,410 INFO [train.py:927] (7/8) Epoch 10, batch 12250, giga_loss[loss=0.2434, simple_loss=0.3146, pruned_loss=0.08603, over 12358.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04342, over 133.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3026, pruned_loss=0.06805, over 2472198.34 frames. utt_duration=654.2 frames, utt_pad_proportion=0.05767, over 15150.23 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2931, pruned_loss=0.0578, over 2460276.94 frames. utt_duration=1260 frames, utt_pad_proportion=0.05688, over 7819.68 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3043, pruned_loss=0.06952, over 2473473.65 frames. utt_duration=601.2 frames, utt_pad_proportion=0.05946, over 16498.25 utterances.], batch size: 133, lr: 3.66e-04
2022-08-26 05:44:37,384 INFO [train.py:927] (7/8) Epoch 10, batch 12300, giga_loss[loss=0.222, simple_loss=0.3016, pruned_loss=0.07116, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02871, over 45.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3017, pruned_loss=0.06795, over 2471001.80 frames. utt_duration=657.7 frames, utt_pad_proportion=0.06069, over 15063.30 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05776, over 2460228.07 frames. utt_duration=1264 frames, utt_pad_proportion=0.05632, over 7797.45 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3034, pruned_loss=0.06929, over 2472218.68 frames. utt_duration=610.2 frames, utt_pad_proportion=0.06215, over 16245.19 utterances.], batch size: 45, lr: 3.66e-04
2022-08-26 05:46:20,425 INFO [train.py:927] (7/8) Epoch 10, batch 12350, giga_loss[loss=0.2152, simple_loss=0.2879, pruned_loss=0.07126, over 12380.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02537, over 48.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2998, pruned_loss=0.06779, over 2471232.94 frames. utt_duration=638 frames, utt_pad_proportion=0.06203, over 15530.41 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2927, pruned_loss=0.05778, over 2460089.93 frames. utt_duration=1265 frames, utt_pad_proportion=0.05614, over 7788.46 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3013, pruned_loss=0.06886, over 2472337.17 frames. utt_duration=601.2 frames, utt_pad_proportion=0.06315, over 16490.35 utterances.], batch size: 48, lr: 3.66e-04
2022-08-26 05:48:00,895 INFO [train.py:927] (7/8) Epoch 10, batch 12400, giga_loss[loss=0.1833, simple_loss=0.2622, pruned_loss=0.05226, over 12207.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0332, over 42.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2976, pruned_loss=0.06688, over 2470616.21 frames. utt_duration=645 frames, utt_pad_proportion=0.0581, over 15356.07 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.05785, over 2460174.49 frames. utt_duration=1270 frames, utt_pad_proportion=0.05491, over 7760.25 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2988, pruned_loss=0.06799, over 2471791.06 frames. utt_duration=604.4 frames, utt_pad_proportion=0.05982, over 16397.88 utterances.], batch size: 42, lr: 3.66e-04
2022-08-26 05:49:43,892 INFO [train.py:927] (7/8) Epoch 10, batch 12450, giga_loss[loss=0.1902, simple_loss=0.264, pruned_loss=0.05826, over 12414.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04609, over 31.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2946, pruned_loss=0.06563, over 2471248.74 frames. utt_duration=643.7 frames, utt_pad_proportion=0.0542, over 15393.10 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05798, over 2460187.48 frames. utt_duration=1269 frames, utt_pad_proportion=0.05459, over 7762.78 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2956, pruned_loss=0.06653, over 2472328.38 frames. utt_duration=607.5 frames, utt_pad_proportion=0.05592, over 16319.22 utterances.], batch size: 31, lr: 3.66e-04
2022-08-26 05:51:23,190 INFO [train.py:927] (7/8) Epoch 10, batch 12500, giga_loss[loss=0.2539, simple_loss=0.3232, pruned_loss=0.09232, over 12403.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.0959, over 256.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2933, pruned_loss=0.06526, over 2471118.93 frames. utt_duration=622 frames, utt_pad_proportion=0.05919, over 15930.63 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05825, over 2460497.47 frames. utt_duration=1272 frames, utt_pad_proportion=0.05348, over 7747.43 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.294, pruned_loss=0.06599, over 2472038.25 frames. utt_duration=585.6 frames, utt_pad_proportion=0.06069, over 16927.49 utterances.], batch size: 256, lr: 3.66e-04
2022-08-26 05:53:08,637 INFO [train.py:927] (7/8) Epoch 10, batch 12550, giga_loss[loss=0.2041, simple_loss=0.2833, pruned_loss=0.06244, over 12483.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03344, over 43.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2931, pruned_loss=0.06463, over 2472080.20 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05856, over 16183.26 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2929, pruned_loss=0.05825, over 2460352.43 frames. utt_duration=1276 frames, utt_pad_proportion=0.05308, over 7721.36 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2939, pruned_loss=0.06529, over 2473117.27 frames. utt_duration=579.6 frames, utt_pad_proportion=0.05995, over 17112.88 utterances.], batch size: 43, lr: 3.66e-04
2022-08-26 05:54:50,341 INFO [train.py:927] (7/8) Epoch 10, batch 12600, giga_loss[loss=0.2321, simple_loss=0.317, pruned_loss=0.07363, over 12378.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.05999, over 182.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.294, pruned_loss=0.0645, over 2472388.38 frames. utt_duration=608.4 frames, utt_pad_proportion=0.05604, over 16296.09 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2931, pruned_loss=0.05844, over 2460572.91 frames. utt_duration=1275 frames, utt_pad_proportion=0.05332, over 7730.32 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2945, pruned_loss=0.06494, over 2473185.75 frames. utt_duration=578.6 frames, utt_pad_proportion=0.0572, over 17141.72 utterances.], batch size: 182, lr: 3.66e-04
2022-08-26 05:56:30,666 INFO [train.py:927] (7/8) Epoch 10, batch 12650, giga_loss[loss=0.215, simple_loss=0.3067, pruned_loss=0.0617, over 12361.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2929, pruned_loss=0.06326, over 2472381.54 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05951, over 16934.18 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2925, pruned_loss=0.05836, over 2460484.06 frames. utt_duration=1283 frames, utt_pad_proportion=0.05214, over 7682.41 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2939, pruned_loss=0.06389, over 2473448.56 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06075, over 17937.69 utterances.], batch size: 97, lr: 3.66e-04
2022-08-26 05:58:11,036 INFO [train.py:927] (7/8) Epoch 10, batch 12700, giga_loss[loss=0.2062, simple_loss=0.2936, pruned_loss=0.05943, over 12403.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.04083, over 105.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2938, pruned_loss=0.06348, over 2472384.80 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06093, over 17271.71 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2931, pruned_loss=0.05873, over 2460693.99 frames. utt_duration=1259 frames, utt_pad_proportion=0.06022, over 7830.29 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2941, pruned_loss=0.06378, over 2473364.92 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05909, over 18207.62 utterances.], batch size: 105, lr: 3.66e-04
2022-08-26 05:59:59,073 INFO [train.py:927] (7/8) Epoch 10, batch 12750, giga_loss[loss=0.1856, simple_loss=0.2748, pruned_loss=0.04815, over 12362.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03283, over 51.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2932, pruned_loss=0.06284, over 2472588.10 frames. utt_duration=591.3 frames, utt_pad_proportion=0.0603, over 16768.04 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2929, pruned_loss=0.05878, over 2460703.53 frames. utt_duration=1257 frames, utt_pad_proportion=0.06018, over 7837.77 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2936, pruned_loss=0.0631, over 2473559.24 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05881, over 17672.46 utterances.], batch size: 51, lr: 3.66e-04
2022-08-26 06:01:36,463 INFO [train.py:927] (7/8) Epoch 10, batch 12800, giga_loss[loss=0.2021, simple_loss=0.2916, pruned_loss=0.05634, over 12267.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02742, over 54.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2955, pruned_loss=0.06366, over 2472830.18 frames. utt_duration=605.7 frames, utt_pad_proportion=0.06043, over 16370.11 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2932, pruned_loss=0.0592, over 2460643.37 frames. utt_duration=1262 frames, utt_pad_proportion=0.05864, over 7806.13 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2956, pruned_loss=0.06364, over 2474068.36 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05992, over 17417.56 utterances.], batch size: 54, lr: 3.66e-04
2022-08-26 06:03:18,791 INFO [train.py:927] (7/8) Epoch 10, batch 12850, libri_loss[loss=0.1978, simple_loss=0.2752, pruned_loss=0.06017, over 12126.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006446, over 32.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2975, pruned_loss=0.06467, over 2473772.05 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06205, over 16595.72 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2938, pruned_loss=0.0598, over 2461001.96 frames. utt_duration=1250 frames, utt_pad_proportion=0.06198, over 7887.59 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2971, pruned_loss=0.06424, over 2474788.59 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06024, over 17605.14 utterances.], batch size: 32, lr: 3.66e-04
2022-08-26 06:04:57,731 INFO [train.py:927] (7/8) Epoch 10, batch 12900, giga_loss[loss=0.1925, simple_loss=0.2759, pruned_loss=0.05454, over 12409.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.03796, over 26.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2973, pruned_loss=0.06473, over 2473350.72 frames. utt_duration=627 frames, utt_pad_proportion=0.05871, over 15817.30 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2944, pruned_loss=0.0603, over 2461141.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.06222, over 7919.52 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2965, pruned_loss=0.06404, over 2474267.38 frames. utt_duration=592.7 frames, utt_pad_proportion=0.05725, over 16739.37 utterances.], batch size: 26, lr: 3.66e-04
2022-08-26 06:06:38,146 INFO [train.py:927] (7/8) Epoch 10, batch 12950, giga_loss[loss=0.2107, simple_loss=0.2909, pruned_loss=0.06526, over 12349.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02973, over 91.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2953, pruned_loss=0.06391, over 2473316.66 frames. utt_duration=642.5 frames, utt_pad_proportion=0.05422, over 15434.02 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2945, pruned_loss=0.0605, over 2461491.74 frames. utt_duration=1247 frames, utt_pad_proportion=0.06143, over 7904.46 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2947, pruned_loss=0.06328, over 2473999.29 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05355, over 16356.48 utterances.], batch size: 91, lr: 3.66e-04
2022-08-26 06:08:19,424 INFO [train.py:927] (7/8) Epoch 10, batch 13000, giga_loss[loss=0.2067, simple_loss=0.289, pruned_loss=0.0622, over 12221.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03042, over 45.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2941, pruned_loss=0.06306, over 2473872.55 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05745, over 16417.34 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2944, pruned_loss=0.06061, over 2461666.08 frames. utt_duration=1248 frames, utt_pad_proportion=0.06104, over 7898.91 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2937, pruned_loss=0.0625, over 2474408.54 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05695, over 17264.33 utterances.], batch size: 45, lr: 3.66e-04
2022-08-26 06:09:58,884 INFO [train.py:927] (7/8) Epoch 10, batch 13050, giga_loss[loss=0.2169, simple_loss=0.3107, pruned_loss=0.06158, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03659, over 105.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2952, pruned_loss=0.06294, over 2473804.86 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05884, over 17274.75 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2947, pruned_loss=0.06085, over 2461676.09 frames. utt_duration=1249 frames, utt_pad_proportion=0.06047, over 7891.10 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2947, pruned_loss=0.06232, over 2474432.02 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05861, over 18115.44 utterances.], batch size: 105, lr: 3.66e-04
2022-08-26 06:11:36,397 INFO [train.py:927] (7/8) Epoch 10, batch 13100, libri_loss[loss=0.2128, simple_loss=0.3121, pruned_loss=0.05676, over 12222.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005932, over 31.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2957, pruned_loss=0.06364, over 2474429.95 frames. utt_duration=583.9 frames, utt_pad_proportion=0.05543, over 16993.92 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2954, pruned_loss=0.06112, over 2462046.87 frames. utt_duration=1251 frames, utt_pad_proportion=0.05926, over 7878.88 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2946, pruned_loss=0.06295, over 2474889.21 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05584, over 17889.68 utterances.], batch size: 31, lr: 3.65e-04
2022-08-26 06:13:15,997 INFO [train.py:927] (7/8) Epoch 10, batch 13150, giga_loss[loss=0.1728, simple_loss=0.2526, pruned_loss=0.04647, over 12439.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03889, over 40.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2943, pruned_loss=0.06426, over 2474851.25 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05602, over 16925.58 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2957, pruned_loss=0.06146, over 2462381.17 frames. utt_duration=1255 frames, utt_pad_proportion=0.05815, over 7858.24 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2931, pruned_loss=0.0635, over 2475317.00 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05668, over 17944.40 utterances.], batch size: 40, lr: 3.65e-04
2022-08-26 06:14:57,035 INFO [train.py:927] (7/8) Epoch 10, batch 13200, libri_loss[loss=0.1934, simple_loss=0.2652, pruned_loss=0.06076, over 12387.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007444, over 31.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2923, pruned_loss=0.0637, over 2475126.87 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05623, over 16933.67 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2958, pruned_loss=0.06182, over 2462900.40 frames. utt_duration=1261 frames, utt_pad_proportion=0.05595, over 7823.24 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2912, pruned_loss=0.06286, over 2475577.95 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05754, over 18194.42 utterances.], batch size: 31, lr: 3.65e-04
2022-08-26 06:16:36,884 INFO [train.py:927] (7/8) Epoch 10, batch 13250, giga_loss[loss=0.1785, simple_loss=0.2673, pruned_loss=0.04482, over 12400.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02577, over 70.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2896, pruned_loss=0.06256, over 2474818.78 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05567, over 17067.31 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2965, pruned_loss=0.06232, over 2462770.02 frames. utt_duration=1260 frames, utt_pad_proportion=0.0554, over 7827.66 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.288, pruned_loss=0.06145, over 2475521.28 frames. utt_duration=544.4 frames, utt_pad_proportion=0.05698, over 18238.77 utterances.], batch size: 70, lr: 3.65e-04
2022-08-26 06:18:16,854 INFO [train.py:927] (7/8) Epoch 10, batch 13300, giga_loss[loss=0.2492, simple_loss=0.3305, pruned_loss=0.08395, over 12371.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0746, over 212.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2869, pruned_loss=0.06166, over 2475217.64 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05855, over 17522.41 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2967, pruned_loss=0.06251, over 2462910.93 frames. utt_duration=1260 frames, utt_pad_proportion=0.05496, over 7825.39 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2854, pruned_loss=0.06063, over 2475754.80 frames. utt_duration=536.1 frames, utt_pad_proportion=0.05958, over 18524.16 utterances.], batch size: 212, lr: 3.65e-04
2022-08-26 06:19:56,770 INFO [train.py:927] (7/8) Epoch 10, batch 13350, giga_loss[loss=0.2132, simple_loss=0.2951, pruned_loss=0.06568, over 12310.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0279, over 45.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.288, pruned_loss=0.06192, over 2475105.06 frames. utt_duration=580.8 frames, utt_pad_proportion=0.0552, over 17090.51 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2969, pruned_loss=0.0629, over 2463190.29 frames. utt_duration=1261 frames, utt_pad_proportion=0.05434, over 7822.99 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2865, pruned_loss=0.06075, over 2475454.40 frames. utt_duration=551.3 frames, utt_pad_proportion=0.05644, over 18008.68 utterances.], batch size: 45, lr: 3.65e-04
2022-08-26 06:21:38,864 INFO [train.py:927] (7/8) Epoch 10, batch 13400, giga_loss[loss=0.2691, simple_loss=0.3388, pruned_loss=0.09972, over 12377.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1072, over 259.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2915, pruned_loss=0.06323, over 2475049.10 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06055, over 18051.27 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2975, pruned_loss=0.06344, over 2463508.14 frames. utt_duration=1251 frames, utt_pad_proportion=0.05782, over 7885.92 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2897, pruned_loss=0.06182, over 2475324.28 frames. utt_duration=524 frames, utt_pad_proportion=0.06014, over 18950.47 utterances.], batch size: 259, lr: 3.65e-04
2022-08-26 06:23:20,326 INFO [train.py:927] (7/8) Epoch 10, batch 13450, giga_loss[loss=0.2226, simple_loss=0.2988, pruned_loss=0.07324, over 12390.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02673, over 70.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2936, pruned_loss=0.06405, over 2475367.93 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05885, over 17694.18 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2978, pruned_loss=0.06374, over 2463802.24 frames. utt_duration=1253 frames, utt_pad_proportion=0.05689, over 7877.25 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2918, pruned_loss=0.06268, over 2475535.86 frames. utt_duration=534.1 frames, utt_pad_proportion=0.05897, over 18590.82 utterances.], batch size: 70, lr: 3.65e-04
2022-08-26 06:25:04,708 INFO [train.py:927] (7/8) Epoch 10, batch 13500, giga_loss[loss=0.2751, simple_loss=0.3497, pruned_loss=0.1003, over 12372.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04635, over 146.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2989, pruned_loss=0.06774, over 2475257.15 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06046, over 17959.85 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2979, pruned_loss=0.06416, over 2464046.80 frames. utt_duration=1253 frames, utt_pad_proportion=0.05662, over 7875.91 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2973, pruned_loss=0.06634, over 2475528.13 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06064, over 19008.55 utterances.], batch size: 146, lr: 3.65e-04
2022-08-26 06:26:48,293 INFO [train.py:927] (7/8) Epoch 10, batch 13550, giga_loss[loss=0.2262, simple_loss=0.313, pruned_loss=0.06975, over 12394.00 frames. utt_duration=801 frames, utt_pad_proportion=0.02905, over 62.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.306, pruned_loss=0.07266, over 2475027.50 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06134, over 18265.19 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2981, pruned_loss=0.06445, over 2464069.90 frames. utt_duration=1257 frames, utt_pad_proportion=0.05558, over 7851.23 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3047, pruned_loss=0.0714, over 2475446.10 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06181, over 19334.60 utterances.], batch size: 62, lr: 3.65e-04
2022-08-26 06:28:30,762 INFO [train.py:927] (7/8) Epoch 10, batch 13600, giga_loss[loss=0.2949, simple_loss=0.3634, pruned_loss=0.1132, over 12339.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03352, over 58.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3129, pruned_loss=0.0779, over 2473973.65 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06042, over 18097.91 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2979, pruned_loss=0.06468, over 2464065.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.05775, over 7883.61 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3124, pruned_loss=0.07706, over 2474709.63 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06004, over 19306.44 utterances.], batch size: 58, lr: 3.65e-04
2022-08-26 06:30:13,455 INFO [train.py:927] (7/8) Epoch 10, batch 13650, libri_loss[loss=0.2102, simple_loss=0.2814, pruned_loss=0.06949, over 12181.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.007147, over 30.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3164, pruned_loss=0.08144, over 2473562.18 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06958, over 18724.05 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2979, pruned_loss=0.06499, over 2464266.19 frames. utt_duration=1243 frames, utt_pad_proportion=0.06115, over 7941.85 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3166, pruned_loss=0.08097, over 2474302.43 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06761, over 19982.35 utterances.], batch size: 30, lr: 3.65e-04
2022-08-26 06:32:02,503 INFO [train.py:927] (7/8) Epoch 10, batch 13700, giga_loss[loss=0.2427, simple_loss=0.3254, pruned_loss=0.08, over 12434.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03231, over 75.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.323, pruned_loss=0.08792, over 2474138.65 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07865, over 20511.99 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2978, pruned_loss=0.06512, over 2464451.63 frames. utt_duration=1247 frames, utt_pad_proportion=0.06027, over 7914.29 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3236, pruned_loss=0.08777, over 2474729.88 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07707, over 21740.57 utterances.], batch size: 75, lr: 3.65e-04
2022-08-26 06:33:50,103 INFO [train.py:927] (7/8) Epoch 10, batch 13750, libri_loss[loss=0.2223, simple_loss=0.3009, pruned_loss=0.07185, over 12458.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005323, over 35.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.326, pruned_loss=0.08992, over 2474220.22 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07852, over 20558.04 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2986, pruned_loss=0.06557, over 2464488.11 frames. utt_duration=1242 frames, utt_pad_proportion=0.06293, over 7947.85 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3266, pruned_loss=0.09021, over 2474985.70 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07652, over 21950.04 utterances.], batch size: 35, lr: 3.65e-04
2022-08-26 06:35:35,271 INFO [train.py:927] (7/8) Epoch 10, batch 13800, giga_loss[loss=0.2293, simple_loss=0.3094, pruned_loss=0.07457, over 12274.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02697, over 54.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3283, pruned_loss=0.09231, over 2473522.00 frames. utt_duration=461.1 frames, utt_pad_proportion=0.08768, over 21526.75 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2992, pruned_loss=0.06576, over 2464493.77 frames. utt_duration=1247 frames, utt_pad_proportion=0.06206, over 7916.08 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3288, pruned_loss=0.09285, over 2474302.01 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08606, over 22904.33 utterances.], batch size: 54, lr: 3.65e-04
2022-08-26 06:37:18,634 INFO [train.py:927] (7/8) Epoch 10, batch 13850, giga_loss[loss=0.3652, simple_loss=0.3932, pruned_loss=0.1686, over 12370.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1081, over 259.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3293, pruned_loss=0.09227, over 2473266.27 frames. utt_duration=458.9 frames, utt_pad_proportion=0.086, over 21628.98 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.299, pruned_loss=0.06574, over 2464881.21 frames. utt_duration=1250 frames, utt_pad_proportion=0.06117, over 7895.83 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3305, pruned_loss=0.09319, over 2473699.05 frames. utt_duration=432.1 frames, utt_pad_proportion=0.08523, over 22979.37 utterances.], batch size: 259, lr: 3.65e-04
2022-08-26 06:39:05,483 INFO [train.py:927] (7/8) Epoch 10, batch 13900, giga_loss[loss=0.1989, simple_loss=0.2802, pruned_loss=0.05879, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02662, over 48.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3276, pruned_loss=0.09142, over 2473482.45 frames. utt_duration=444.3 frames, utt_pad_proportion=0.09002, over 22342.69 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2985, pruned_loss=0.06595, over 2464934.04 frames. utt_duration=1252 frames, utt_pad_proportion=0.06087, over 7883.14 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3304, pruned_loss=0.09314, over 2474146.63 frames. utt_duration=412.5 frames, utt_pad_proportion=0.08963, over 24077.93 utterances.], batch size: 48, lr: 3.65e-04
2022-08-26 06:40:53,126 INFO [train.py:927] (7/8) Epoch 10, batch 13950, giga_loss[loss=0.2356, simple_loss=0.3156, pruned_loss=0.07785, over 12392.00 frames. utt_duration=584.6 frames, utt_pad_proportion=0.02735, over 85.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3262, pruned_loss=0.08854, over 2473914.69 frames. utt_duration=446.4 frames, utt_pad_proportion=0.08324, over 22242.42 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2985, pruned_loss=0.06608, over 2464957.99 frames. utt_duration=1255 frames, utt_pad_proportion=0.06044, over 7866.36 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3286, pruned_loss=0.08997, over 2474486.72 frames. utt_duration=418.3 frames, utt_pad_proportion=0.08353, over 23746.94 utterances.], batch size: 85, lr: 3.65e-04
2022-08-26 06:42:38,947 INFO [train.py:927] (7/8) Epoch 10, batch 14000, giga_loss[loss=0.2489, simple_loss=0.3226, pruned_loss=0.08762, over 12396.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04403, over 146.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3235, pruned_loss=0.08631, over 2473707.71 frames. utt_duration=446.8 frames, utt_pad_proportion=0.0819, over 22217.92 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2986, pruned_loss=0.06638, over 2464816.23 frames. utt_duration=1245 frames, utt_pad_proportion=0.06471, over 7925.53 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3256, pruned_loss=0.08747, over 2474387.65 frames. utt_duration=422 frames, utt_pad_proportion=0.08116, over 23536.26 utterances.], batch size: 146, lr: 3.65e-04
2022-08-26 06:44:21,954 INFO [train.py:927] (7/8) Epoch 10, batch 14050, giga_loss[loss=0.269, simple_loss=0.3363, pruned_loss=0.1008, over 12382.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07456, over 212.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3226, pruned_loss=0.08556, over 2474240.47 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07524, over 21540.66 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2986, pruned_loss=0.06647, over 2465065.49 frames. utt_duration=1247 frames, utt_pad_proportion=0.06423, over 7918.31 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3244, pruned_loss=0.08657, over 2474622.70 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07515, over 22715.71 utterances.], batch size: 212, lr: 3.65e-04
2022-08-26 06:46:16,924 INFO [train.py:927] (7/8) Epoch 10, batch 14100, giga_loss[loss=0.2357, simple_loss=0.3365, pruned_loss=0.06745, over 12427.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03896, over 105.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3226, pruned_loss=0.08435, over 2474372.06 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07181, over 20833.39 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2987, pruned_loss=0.06654, over 2465118.86 frames. utt_duration=1244 frames, utt_pad_proportion=0.06446, over 7934.01 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3243, pruned_loss=0.08526, over 2474704.55 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07185, over 21863.59 utterances.], batch size: 105, lr: 3.65e-04
2022-08-26 06:48:04,166 INFO [train.py:927] (7/8) Epoch 10, batch 14150, libri_loss[loss=0.2792, simple_loss=0.3588, pruned_loss=0.09987, over 12270.00 frames. utt_duration=963.9 frames, utt_pad_proportion=0.06779, over 51.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.322, pruned_loss=0.08246, over 2474313.75 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06723, over 19964.86 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2985, pruned_loss=0.06664, over 2464638.52 frames. utt_duration=1248 frames, utt_pad_proportion=0.06374, over 7907.12 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.324, pruned_loss=0.08345, over 2475253.40 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06774, over 21105.84 utterances.], batch size: 51, lr: 3.65e-04
2022-08-26 06:49:49,491 INFO [train.py:927] (7/8) Epoch 10, batch 14200, giga_loss[loss=0.2312, simple_loss=0.3053, pruned_loss=0.07853, over 12465.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02825, over 80.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3222, pruned_loss=0.08289, over 2474532.94 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06739, over 19799.68 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2991, pruned_loss=0.06721, over 2464894.86 frames. utt_duration=1238 frames, utt_pad_proportion=0.06795, over 7972.30 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3238, pruned_loss=0.08354, over 2475269.19 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0665, over 20928.66 utterances.], batch size: 80, lr: 3.65e-04
2022-08-26 06:51:37,568 INFO [train.py:927] (7/8) Epoch 10, batch 14250, giga_loss[loss=0.2065, simple_loss=0.2875, pruned_loss=0.06275, over 12240.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03149, over 45.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3201, pruned_loss=0.08295, over 2474072.47 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06976, over 19910.08 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2989, pruned_loss=0.06728, over 2464554.07 frames. utt_duration=1243 frames, utt_pad_proportion=0.06727, over 7942.86 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3218, pruned_loss=0.08361, over 2475092.49 frames. utt_duration=473.1 frames, utt_pad_proportion=0.0692, over 20991.02 utterances.], batch size: 45, lr: 3.65e-04
2022-08-26 06:53:25,061 INFO [train.py:927] (7/8) Epoch 10, batch 14300, giga_loss[loss=0.2315, simple_loss=0.3162, pruned_loss=0.07335, over 12146.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03564, over 33.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3194, pruned_loss=0.0822, over 2473300.62 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07314, over 20072.68 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2992, pruned_loss=0.06759, over 2464583.84 frames. utt_duration=1246 frames, utt_pad_proportion=0.06573, over 7924.72 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3211, pruned_loss=0.08287, over 2474363.48 frames. utt_duration=466 frames, utt_pad_proportion=0.07314, over 21305.07 utterances.], batch size: 33, lr: 3.65e-04
2022-08-26 06:55:08,470 INFO [train.py:927] (7/8) Epoch 10, batch 14350, giga_loss[loss=0.218, simple_loss=0.3075, pruned_loss=0.06421, over 12333.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02981, over 66.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3181, pruned_loss=0.08093, over 2473719.44 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07436, over 19963.25 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2991, pruned_loss=0.06756, over 2464719.07 frames. utt_duration=1249 frames, utt_pad_proportion=0.06472, over 7904.32 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3199, pruned_loss=0.08175, over 2474599.57 frames. utt_duration=469 frames, utt_pad_proportion=0.0747, over 21169.69 utterances.], batch size: 66, lr: 3.65e-04
2022-08-26 06:56:54,214 INFO [train.py:927] (7/8) Epoch 10, batch 14400, giga_loss[loss=0.282, simple_loss=0.3436, pruned_loss=0.1102, over 12388.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06937, over 211.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3161, pruned_loss=0.0801, over 2473979.90 frames. utt_duration=510.8 frames, utt_pad_proportion=0.07039, over 19427.62 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2991, pruned_loss=0.06758, over 2464840.27 frames. utt_duration=1250 frames, utt_pad_proportion=0.06371, over 7897.31 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3179, pruned_loss=0.08095, over 2474723.24 frames. utt_duration=482 frames, utt_pad_proportion=0.07128, over 20598.04 utterances.], batch size: 211, lr: 3.65e-04
2022-08-26 06:58:38,969 INFO [train.py:927] (7/8) Epoch 10, batch 14450, giga_loss[loss=0.2151, simple_loss=0.2965, pruned_loss=0.06688, over 12378.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02773, over 70.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3153, pruned_loss=0.08049, over 2474242.07 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06945, over 19124.40 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2993, pruned_loss=0.06782, over 2464861.43 frames. utt_duration=1249 frames, utt_pad_proportion=0.06343, over 7906.51 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3167, pruned_loss=0.08117, over 2474981.96 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07037, over 20251.44 utterances.], batch size: 70, lr: 3.64e-04
2022-08-26 07:00:22,233 INFO [train.py:927] (7/8) Epoch 10, batch 14500, giga_loss[loss=0.2141, simple_loss=0.2998, pruned_loss=0.06426, over 12402.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.02974, over 62.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3135, pruned_loss=0.08011, over 2473642.48 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07184, over 19586.21 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.2995, pruned_loss=0.06808, over 2464868.81 frames. utt_duration=1251 frames, utt_pad_proportion=0.06217, over 7892.95 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3148, pruned_loss=0.08069, over 2474433.72 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07286, over 20749.43 utterances.], batch size: 62, lr: 3.64e-04
2022-08-26 07:02:04,846 INFO [train.py:927] (7/8) Epoch 10, batch 14550, giga_loss[loss=0.2074, simple_loss=0.2934, pruned_loss=0.06064, over 12400.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03377, over 80.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3137, pruned_loss=0.07992, over 2473943.08 frames. utt_duration=502 frames, utt_pad_proportion=0.06968, over 19768.83 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2997, pruned_loss=0.06822, over 2464778.58 frames. utt_duration=1253 frames, utt_pad_proportion=0.06127, over 7880.59 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3149, pruned_loss=0.08052, over 2474866.70 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07099, over 20968.93 utterances.], batch size: 80, lr: 3.64e-04
2022-08-26 07:03:46,293 INFO [train.py:927] (7/8) Epoch 10, batch 14600, giga_loss[loss=0.213, simple_loss=0.2951, pruned_loss=0.06546, over 12262.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02599, over 54.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3135, pruned_loss=0.07932, over 2473671.21 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06725, over 19556.36 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2999, pruned_loss=0.06855, over 2464697.45 frames. utt_duration=1254 frames, utt_pad_proportion=0.06022, over 7873.26 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3146, pruned_loss=0.07981, over 2474719.51 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06886, over 20838.09 utterances.], batch size: 54, lr: 3.64e-04
2022-08-26 07:05:30,632 INFO [train.py:927] (7/8) Epoch 10, batch 14650, libri_loss[loss=0.2044, simple_loss=0.2705, pruned_loss=0.06914, over 12488.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007822, over 29.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3137, pruned_loss=0.07949, over 2474284.75 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06843, over 19896.94 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2998, pruned_loss=0.06872, over 2464876.11 frames. utt_duration=1257 frames, utt_pad_proportion=0.05887, over 7855.14 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3151, pruned_loss=0.08002, over 2475210.56 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07016, over 21272.50 utterances.], batch size: 29, lr: 3.64e-04
2022-08-26 07:07:14,328 INFO [train.py:927] (7/8) Epoch 10, batch 14700, giga_loss[loss=0.2325, simple_loss=0.3123, pruned_loss=0.07633, over 12432.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03765, over 133.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3165, pruned_loss=0.08279, over 2474129.29 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07301, over 20830.92 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2995, pruned_loss=0.06889, over 2464379.85 frames. utt_duration=1249 frames, utt_pad_proportion=0.06194, over 7900.60 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3184, pruned_loss=0.08342, over 2475621.94 frames. utt_duration=445.8 frames, utt_pad_proportion=0.0733, over 22284.75 utterances.], batch size: 133, lr: 3.64e-04
2022-08-26 07:09:03,735 INFO [train.py:927] (7/8) Epoch 10, batch 14750, giga_loss[loss=0.2259, simple_loss=0.3021, pruned_loss=0.07488, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03317, over 43.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3168, pruned_loss=0.08351, over 2474636.69 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07445, over 20603.37 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2993, pruned_loss=0.06882, over 2464350.58 frames. utt_duration=1253 frames, utt_pad_proportion=0.06128, over 7879.23 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3186, pruned_loss=0.08425, over 2475974.06 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07487, over 21940.11 utterances.], batch size: 43, lr: 3.64e-04
2022-08-26 07:10:46,842 INFO [train.py:927] (7/8) Epoch 10, batch 14800, giga_loss[loss=0.216, simple_loss=0.2964, pruned_loss=0.06785, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03698, over 105.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3151, pruned_loss=0.08278, over 2474405.73 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07174, over 20286.78 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2995, pruned_loss=0.06911, over 2464452.05 frames. utt_duration=1255 frames, utt_pad_proportion=0.0603, over 7866.14 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3168, pruned_loss=0.08351, over 2475650.58 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07264, over 21700.57 utterances.], batch size: 105, lr: 3.64e-04
2022-08-26 07:12:29,699 INFO [train.py:927] (7/8) Epoch 10, batch 14850, giga_loss[loss=0.2611, simple_loss=0.329, pruned_loss=0.09661, over 12410.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07634, over 213.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.314, pruned_loss=0.08031, over 2473020.57 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07063, over 19917.11 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2994, pruned_loss=0.06914, over 2464157.21 frames. utt_duration=1259 frames, utt_pad_proportion=0.0594, over 7840.04 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3157, pruned_loss=0.08107, over 2474432.91 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07178, over 21282.82 utterances.], batch size: 213, lr: 3.64e-04
2022-08-26 07:14:15,241 INFO [train.py:927] (7/8) Epoch 10, batch 14900, giga_loss[loss=0.2739, simple_loss=0.33, pruned_loss=0.1089, over 12378.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3116, pruned_loss=0.07919, over 2474274.86 frames. utt_duration=497.1 frames, utt_pad_proportion=0.0681, over 19968.26 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2991, pruned_loss=0.06903, over 2464393.30 frames. utt_duration=1263 frames, utt_pad_proportion=0.05889, over 7811.57 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3135, pruned_loss=0.08001, over 2475309.84 frames. utt_duration=467.8 frames, utt_pad_proportion=0.06937, over 21231.39 utterances.], batch size: 258, lr: 3.64e-04
2022-08-26 07:15:58,105 INFO [train.py:927] (7/8) Epoch 10, batch 14950, giga_loss[loss=0.2227, simple_loss=0.309, pruned_loss=0.06814, over 12266.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.0276, over 54.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3135, pruned_loss=0.08063, over 2474385.02 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06667, over 19842.92 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2989, pruned_loss=0.06899, over 2464324.46 frames. utt_duration=1267 frames, utt_pad_proportion=0.05757, over 7787.63 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3155, pruned_loss=0.08161, over 2475528.60 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06832, over 21202.45 utterances.], batch size: 54, lr: 3.64e-04
2022-08-26 07:17:44,763 INFO [train.py:927] (7/8) Epoch 10, batch 15000, giga_loss[loss=0.2474, simple_loss=0.3392, pruned_loss=0.0778, over 12392.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3175, pruned_loss=0.08097, over 2473837.49 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07038, over 20292.77 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2988, pruned_loss=0.06902, over 2464317.76 frames. utt_duration=1268 frames, utt_pad_proportion=0.05743, over 7782.72 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3192, pruned_loss=0.08182, over 2474836.15 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07154, over 21482.36 utterances.], batch size: 133, lr: 3.64e-04
2022-08-26 07:17:44,764 INFO [train.py:958] (7/8) Computing validation loss
2022-08-26 07:17:58,840 INFO [train.py:967] (7/8) 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] (7/8) Epoch 10, batch 15050, giga_loss[loss=0.2347, simple_loss=0.3184, pruned_loss=0.07552, over 12389.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.02944, over 62.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3197, pruned_loss=0.08184, over 2474483.25 frames. utt_duration=488.9 frames, utt_pad_proportion=0.0693, over 20304.27 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2991, pruned_loss=0.06922, over 2464648.32 frames. utt_duration=1253 frames, utt_pad_proportion=0.06167, over 7876.34 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3211, pruned_loss=0.0825, over 2475106.84 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06897, over 21330.12 utterances.], batch size: 62, lr: 3.64e-04
2022-08-26 07:21:26,129 INFO [train.py:927] (7/8) Epoch 10, batch 15100, giga_loss[loss=0.3067, simple_loss=0.3696, pruned_loss=0.1219, over 12420.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06159, over 183.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3192, pruned_loss=0.0824, over 2474357.52 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06599, over 19445.38 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2991, pruned_loss=0.06929, over 2465016.04 frames. utt_duration=1258 frames, utt_pad_proportion=0.05943, over 7847.38 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3213, pruned_loss=0.08346, over 2474943.43 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06679, over 20859.36 utterances.], batch size: 183, lr: 3.64e-04
2022-08-26 07:23:13,026 INFO [train.py:927] (7/8) Epoch 10, batch 15150, giga_loss[loss=0.2958, simple_loss=0.3532, pruned_loss=0.1192, over 12401.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3175, pruned_loss=0.08154, over 2474358.13 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06127, over 19029.35 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2985, pruned_loss=0.06901, over 2465009.04 frames. utt_duration=1263 frames, utt_pad_proportion=0.05861, over 7813.71 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.32, pruned_loss=0.08284, over 2474975.40 frames. utt_duration=487.4 frames, utt_pad_proportion=0.0625, over 20374.83 utterances.], batch size: 259, lr: 3.64e-04
2022-08-26 07:24:55,023 INFO [train.py:927] (7/8) Epoch 10, batch 15200, giga_loss[loss=0.2414, simple_loss=0.3263, pruned_loss=0.07828, over 12345.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03045, over 70.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3167, pruned_loss=0.08184, over 2474650.28 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06092, over 19507.25 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2983, pruned_loss=0.06891, over 2464873.99 frames. utt_duration=1265 frames, utt_pad_proportion=0.05852, over 7801.64 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3189, pruned_loss=0.08298, over 2475276.04 frames. utt_duration=481.8 frames, utt_pad_proportion=0.06193, over 20613.91 utterances.], batch size: 70, lr: 3.64e-04
2022-08-26 07:26:40,228 INFO [train.py:927] (7/8) Epoch 10, batch 15250, giga_loss[loss=0.2224, simple_loss=0.3029, pruned_loss=0.07097, over 12297.00 frames. utt_duration=849.7 frames, utt_pad_proportion=0.03661, over 58.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3153, pruned_loss=0.08191, over 2473934.23 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06481, over 19668.91 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2979, pruned_loss=0.06873, over 2464688.96 frames. utt_duration=1273 frames, utt_pad_proportion=0.05741, over 7755.15 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3178, pruned_loss=0.08335, over 2474840.98 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06584, over 20923.63 utterances.], batch size: 58, lr: 3.64e-04
2022-08-26 07:28:25,231 INFO [train.py:927] (7/8) Epoch 10, batch 15300, giga_loss[loss=0.2206, simple_loss=0.3061, pruned_loss=0.06754, over 12393.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03668, over 113.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3145, pruned_loss=0.08122, over 2474316.50 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06783, over 19621.91 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2983, pruned_loss=0.06896, over 2464897.06 frames. utt_duration=1272 frames, utt_pad_proportion=0.05656, over 7758.98 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3166, pruned_loss=0.0824, over 2475015.74 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06879, over 20810.69 utterances.], batch size: 113, lr: 3.64e-04
2022-08-26 07:30:08,984 INFO [train.py:927] (7/8) Epoch 10, batch 15350, libri_loss[loss=0.1978, simple_loss=0.2821, pruned_loss=0.05673, over 12448.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005963, over 32.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3165, pruned_loss=0.0823, over 2475054.27 frames. utt_duration=488.5 frames, utt_pad_proportion=0.0733, over 20329.96 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2987, pruned_loss=0.06932, over 2465390.01 frames. utt_duration=1273 frames, utt_pad_proportion=0.05579, over 7756.05 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3181, pruned_loss=0.08322, over 2475375.59 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07413, over 21566.21 utterances.], batch size: 32, lr: 3.64e-04
2022-08-26 07:31:55,307 INFO [train.py:927] (7/8) Epoch 10, batch 15400, giga_loss[loss=0.2312, simple_loss=0.3224, pruned_loss=0.06996, over 12363.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03126, over 58.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3169, pruned_loss=0.08164, over 2475049.04 frames. utt_duration=486.3 frames, utt_pad_proportion=0.0718, over 20422.21 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2987, pruned_loss=0.06932, over 2465390.01 frames. utt_duration=1273 frames, utt_pad_proportion=0.05579, over 7756.05 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3181, pruned_loss=0.08235, over 2475299.13 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07252, over 21384.40 utterances.], batch size: 58, lr: 3.64e-04
2022-08-26 07:33:41,077 INFO [train.py:927] (7/8) Epoch 10, batch 15450, giga_loss[loss=0.2469, simple_loss=0.3304, pruned_loss=0.08174, over 12387.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04103, over 133.00 utterances.], tot_loss[loss=0.243, simple_loss=0.32, pruned_loss=0.08299, over 2473746.51 frames. utt_duration=468.5 frames, utt_pad_proportion=0.0753, over 21188.41 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2989, pruned_loss=0.06943, over 2465240.06 frames. utt_duration=1274 frames, utt_pad_proportion=0.05558, over 7750.27 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3209, pruned_loss=0.08351, over 2474098.52 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07579, over 21995.47 utterances.], batch size: 133, lr: 3.64e-04
2022-08-26 07:35:23,617 INFO [train.py:927] (7/8) Epoch 10, batch 15500, giga_loss[loss=0.2238, simple_loss=0.3134, pruned_loss=0.06716, over 12410.00 frames. utt_duration=753.7 frames, utt_pad_proportion=0.02503, over 66.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3226, pruned_loss=0.08542, over 2473945.66 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07482, over 20926.98 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2991, pruned_loss=0.0695, over 2465221.96 frames. utt_duration=1281 frames, utt_pad_proportion=0.05399, over 7705.23 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.324, pruned_loss=0.0863, over 2474565.03 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07593, over 22094.13 utterances.], batch size: 66, lr: 3.64e-04
2022-08-26 07:37:07,810 INFO [train.py:927] (7/8) Epoch 10, batch 15550, giga_loss[loss=0.241, simple_loss=0.3262, pruned_loss=0.07793, over 12383.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.03113, over 51.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3234, pruned_loss=0.08614, over 2474499.22 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07372, over 21234.17 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2992, pruned_loss=0.06956, over 2465402.90 frames. utt_duration=1281 frames, utt_pad_proportion=0.05334, over 7705.66 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3247, pruned_loss=0.08701, over 2474950.75 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07494, over 22332.56 utterances.], batch size: 51, lr: 3.64e-04
2022-08-26 07:38:49,735 INFO [train.py:927] (7/8) Epoch 10, batch 15600, giga_loss[loss=0.2609, simple_loss=0.3522, pruned_loss=0.08481, over 12470.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02979, over 75.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3233, pruned_loss=0.08544, over 2473919.89 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07594, over 21920.40 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2994, pruned_loss=0.06975, over 2465313.95 frames. utt_duration=1272 frames, utt_pad_proportion=0.05658, over 7760.22 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3248, pruned_loss=0.0864, over 2474598.58 frames. utt_duration=429.4 frames, utt_pad_proportion=0.0761, over 23130.77 utterances.], batch size: 75, lr: 3.64e-04
2022-08-26 07:40:33,248 INFO [train.py:927] (7/8) Epoch 10, batch 15650, giga_loss[loss=0.2556, simple_loss=0.3303, pruned_loss=0.09047, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04054, over 113.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3242, pruned_loss=0.08535, over 2474329.12 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07853, over 22125.50 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3, pruned_loss=0.07022, over 2465728.57 frames. utt_duration=1260 frames, utt_pad_proportion=0.05992, over 7836.95 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3252, pruned_loss=0.08596, over 2474656.14 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07761, over 23259.29 utterances.], batch size: 113, lr: 3.64e-04
2022-08-26 07:42:18,592 INFO [train.py:927] (7/8) Epoch 10, batch 15700, libri_loss[loss=0.2449, simple_loss=0.3374, pruned_loss=0.0762, over 12306.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007252, over 36.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3228, pruned_loss=0.08422, over 2474321.51 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07578, over 21407.42 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3006, pruned_loss=0.0705, over 2465915.62 frames. utt_duration=1251 frames, utt_pad_proportion=0.06365, over 7895.14 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3236, pruned_loss=0.08474, over 2474582.25 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07425, over 22508.41 utterances.], batch size: 36, lr: 3.64e-04
2022-08-26 07:44:03,329 INFO [train.py:927] (7/8) Epoch 10, batch 15750, giga_loss[loss=0.23, simple_loss=0.3106, pruned_loss=0.0747, over 12444.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03775, over 105.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3208, pruned_loss=0.08381, over 2475299.40 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07198, over 20842.25 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3011, pruned_loss=0.07087, over 2466102.28 frames. utt_duration=1244 frames, utt_pad_proportion=0.06432, over 7939.34 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3212, pruned_loss=0.08407, over 2475453.96 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07077, over 21850.38 utterances.], batch size: 105, lr: 3.64e-04
2022-08-26 07:45:46,108 INFO [train.py:927] (7/8) Epoch 10, batch 15800, giga_loss[loss=0.2661, simple_loss=0.3385, pruned_loss=0.09682, over 12391.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.033, over 80.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3191, pruned_loss=0.08353, over 2474883.05 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07588, over 21274.53 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3015, pruned_loss=0.07109, over 2465859.15 frames. utt_duration=1247 frames, utt_pad_proportion=0.06312, over 7918.06 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3196, pruned_loss=0.08384, over 2475422.51 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07524, over 22393.70 utterances.], batch size: 80, lr: 3.64e-04
2022-08-26 07:47:29,587 INFO [train.py:927] (7/8) Epoch 10, batch 15850, giga_loss[loss=0.2325, simple_loss=0.3217, pruned_loss=0.07166, over 12462.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04237, over 114.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3174, pruned_loss=0.08217, over 2474943.41 frames. utt_duration=467 frames, utt_pad_proportion=0.07626, over 21265.97 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3013, pruned_loss=0.0711, over 2465828.51 frames. utt_duration=1251 frames, utt_pad_proportion=0.06243, over 7896.43 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3181, pruned_loss=0.08257, over 2475527.58 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07603, over 22350.50 utterances.], batch size: 114, lr: 3.63e-04
2022-08-26 07:49:10,815 INFO [train.py:927] (7/8) Epoch 10, batch 15900, giga_loss[loss=0.2427, simple_loss=0.3206, pruned_loss=0.0824, over 12296.00 frames. utt_duration=912.2 frames, utt_pad_proportion=0.0254, over 54.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3144, pruned_loss=0.08022, over 2474600.11 frames. utt_duration=444.9 frames, utt_pad_proportion=0.08406, over 22324.64 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.301, pruned_loss=0.07112, over 2465852.37 frames. utt_duration=1250 frames, utt_pad_proportion=0.06194, over 7898.23 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3156, pruned_loss=0.08078, over 2475276.53 frames. utt_duration=421.4 frames, utt_pad_proportion=0.08388, over 23575.31 utterances.], batch size: 54, lr: 3.63e-04
2022-08-26 07:51:00,439 INFO [train.py:927] (7/8) Epoch 10, batch 15950, giga_loss[loss=0.2137, simple_loss=0.29, pruned_loss=0.06865, over 12397.00 frames. utt_duration=973.5 frames, utt_pad_proportion=0.02936, over 51.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3123, pruned_loss=0.07969, over 2475467.82 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07728, over 21321.08 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3011, pruned_loss=0.07136, over 2466113.32 frames. utt_duration=1256 frames, utt_pad_proportion=0.06056, over 7862.64 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3135, pruned_loss=0.08016, over 2476014.14 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07808, over 22727.24 utterances.], batch size: 51, lr: 3.63e-04
2022-08-26 07:52:44,881 INFO [train.py:927] (7/8) Epoch 10, batch 16000, giga_loss[loss=0.2609, simple_loss=0.3192, pruned_loss=0.1013, over 12345.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3131, pruned_loss=0.08034, over 2475692.52 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07742, over 21211.11 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3015, pruned_loss=0.07178, over 2466610.15 frames. utt_duration=1248 frames, utt_pad_proportion=0.06333, over 7914.75 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3141, pruned_loss=0.08064, over 2476018.85 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07727, over 22772.89 utterances.], batch size: 368, lr: 3.63e-04
2022-08-26 07:54:28,141 INFO [train.py:927] (7/8) Epoch 10, batch 16050, giga_loss[loss=0.2624, simple_loss=0.33, pruned_loss=0.09743, over 12420.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06686, over 184.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3145, pruned_loss=0.08077, over 2475485.74 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07331, over 21229.33 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3017, pruned_loss=0.07173, over 2466544.76 frames. utt_duration=1249 frames, utt_pad_proportion=0.06269, over 7911.10 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3154, pruned_loss=0.08118, over 2475920.17 frames. utt_duration=438.7 frames, utt_pad_proportion=0.0737, over 22650.27 utterances.], batch size: 184, lr: 3.63e-04
2022-08-26 07:56:13,444 INFO [train.py:927] (7/8) Epoch 10, batch 16100, giga_loss[loss=0.2663, simple_loss=0.3301, pruned_loss=0.1013, over 12214.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04056, over 28.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.315, pruned_loss=0.08106, over 2475501.33 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07051, over 20895.26 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3013, pruned_loss=0.07149, over 2466444.84 frames. utt_duration=1252 frames, utt_pad_proportion=0.06238, over 7892.05 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3161, pruned_loss=0.08167, over 2476008.90 frames. utt_duration=448.7 frames, utt_pad_proportion=0.0711, over 22144.17 utterances.], batch size: 28, lr: 3.63e-04
2022-08-26 07:57:59,384 INFO [train.py:927] (7/8) Epoch 10, batch 16150, giga_loss[loss=0.2144, simple_loss=0.2964, pruned_loss=0.06622, over 12341.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03219, over 58.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3166, pruned_loss=0.08197, over 2475231.04 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07138, over 20773.02 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3012, pruned_loss=0.0715, over 2466482.92 frames. utt_duration=1256 frames, utt_pad_proportion=0.0608, over 7864.25 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.318, pruned_loss=0.08278, over 2475877.03 frames. utt_duration=447.2 frames, utt_pad_proportion=0.0724, over 22218.47 utterances.], batch size: 58, lr: 3.63e-04
2022-08-26 07:59:47,929 INFO [train.py:927] (7/8) Epoch 10, batch 16200, giga_loss[loss=0.2854, simple_loss=0.3396, pruned_loss=0.1156, over 12356.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2149, over 374.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3168, pruned_loss=0.08235, over 2475174.50 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07757, over 21044.32 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3009, pruned_loss=0.07138, over 2466473.40 frames. utt_duration=1259 frames, utt_pad_proportion=0.06012, over 7845.36 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3184, pruned_loss=0.08324, over 2475813.90 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07828, over 22381.81 utterances.], batch size: 374, lr: 3.63e-04
2022-08-26 08:01:35,761 INFO [train.py:927] (7/8) Epoch 10, batch 16250, giga_loss[loss=0.2391, simple_loss=0.316, pruned_loss=0.08111, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03088, over 28.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.316, pruned_loss=0.08049, over 2475371.19 frames. utt_duration=480.8 frames, utt_pad_proportion=0.0732, over 20657.67 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3002, pruned_loss=0.07117, over 2466248.15 frames. utt_duration=1267 frames, utt_pad_proportion=0.05879, over 7794.44 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3184, pruned_loss=0.08169, over 2476351.74 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07458, over 22165.35 utterances.], batch size: 28, lr: 3.63e-04
2022-08-26 08:03:23,050 INFO [train.py:927] (7/8) Epoch 10, batch 16300, giga_loss[loss=0.2121, simple_loss=0.2912, pruned_loss=0.06653, over 12288.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02748, over 42.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3158, pruned_loss=0.08065, over 2475739.74 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07251, over 20774.15 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3006, pruned_loss=0.0715, over 2466501.09 frames. utt_duration=1268 frames, utt_pad_proportion=0.0583, over 7790.49 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3174, pruned_loss=0.08139, over 2476360.26 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07385, over 22087.95 utterances.], batch size: 42, lr: 3.63e-04
2022-08-26 08:05:09,303 INFO [train.py:927] (7/8) Epoch 10, batch 16350, giga_loss[loss=0.2328, simple_loss=0.3079, pruned_loss=0.0788, over 12374.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04187, over 133.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3153, pruned_loss=0.08133, over 2475812.75 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07653, over 21338.01 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3007, pruned_loss=0.07173, over 2466562.69 frames. utt_duration=1267 frames, utt_pad_proportion=0.05841, over 7794.68 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3168, pruned_loss=0.08189, over 2476429.53 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0774, over 22617.92 utterances.], batch size: 133, lr: 3.63e-04
2022-08-26 08:06:52,688 INFO [train.py:927] (7/8) Epoch 10, batch 16400, giga_loss[loss=0.2527, simple_loss=0.3235, pruned_loss=0.09092, over 12374.00 frames. utt_duration=307.1 frames, utt_pad_proportion=0.058, over 162.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3148, pruned_loss=0.08163, over 2475496.41 frames. utt_duration=463.7 frames, utt_pad_proportion=0.08058, over 21422.49 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3008, pruned_loss=0.07182, over 2466702.48 frames. utt_duration=1267 frames, utt_pad_proportion=0.05723, over 7795.56 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3164, pruned_loss=0.08231, over 2476147.07 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08172, over 22889.30 utterances.], batch size: 162, lr: 3.63e-04
2022-08-26 08:08:36,418 INFO [train.py:927] (7/8) Epoch 10, batch 16450, giga_loss[loss=0.2396, simple_loss=0.317, pruned_loss=0.08105, over 12472.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03451, over 43.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3146, pruned_loss=0.08193, over 2474983.88 frames. utt_duration=466.3 frames, utt_pad_proportion=0.08295, over 21296.69 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3009, pruned_loss=0.07194, over 2466692.74 frames. utt_duration=1257 frames, utt_pad_proportion=0.06115, over 7859.04 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3161, pruned_loss=0.08254, over 2475650.56 frames. utt_duration=438.4 frames, utt_pad_proportion=0.08279, over 22661.10 utterances.], batch size: 43, lr: 3.63e-04
2022-08-26 08:10:20,435 INFO [train.py:927] (7/8) Epoch 10, batch 16500, giga_loss[loss=0.2087, simple_loss=0.2903, pruned_loss=0.06351, over 12346.00 frames. utt_duration=668.7 frames, utt_pad_proportion=0.02669, over 74.00 utterances.], tot_loss[loss=0.241, simple_loss=0.316, pruned_loss=0.083, over 2475016.59 frames. utt_duration=456.4 frames, utt_pad_proportion=0.08178, over 21760.11 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3012, pruned_loss=0.07205, over 2466797.40 frames. utt_duration=1259 frames, utt_pad_proportion=0.06015, over 7844.93 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3172, pruned_loss=0.0836, over 2475617.20 frames. utt_duration=430 frames, utt_pad_proportion=0.08211, over 23104.70 utterances.], batch size: 74, lr: 3.63e-04
2022-08-26 08:12:05,403 INFO [train.py:927] (7/8) Epoch 10, batch 16550, giga_loss[loss=0.2344, simple_loss=0.314, pruned_loss=0.07744, over 12465.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03004, over 75.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3175, pruned_loss=0.08478, over 2475132.78 frames. utt_duration=450 frames, utt_pad_proportion=0.08077, over 22074.30 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3009, pruned_loss=0.07196, over 2466767.62 frames. utt_duration=1262 frames, utt_pad_proportion=0.05938, over 7828.06 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3189, pruned_loss=0.08554, over 2475787.61 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08144, over 23409.37 utterances.], batch size: 75, lr: 3.63e-04
2022-08-26 08:13:48,527 INFO [train.py:927] (7/8) Epoch 10, batch 16600, giga_loss[loss=0.2223, simple_loss=0.308, pruned_loss=0.06826, over 12417.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03412, over 75.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3186, pruned_loss=0.08497, over 2474573.59 frames. utt_duration=462.5 frames, utt_pad_proportion=0.0805, over 21470.62 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3013, pruned_loss=0.07227, over 2466899.56 frames. utt_duration=1241 frames, utt_pad_proportion=0.06644, over 7962.17 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3199, pruned_loss=0.08563, over 2475166.03 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07925, over 22740.36 utterances.], batch size: 75, lr: 3.63e-04
2022-08-26 08:15:34,910 INFO [train.py:927] (7/8) Epoch 10, batch 16650, giga_loss[loss=0.2279, simple_loss=0.3143, pruned_loss=0.07074, over 12481.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03383, over 37.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3195, pruned_loss=0.08623, over 2474670.99 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08172, over 21818.12 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3013, pruned_loss=0.07234, over 2467003.36 frames. utt_duration=1244 frames, utt_pad_proportion=0.06541, over 7939.09 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3208, pruned_loss=0.08694, over 2475184.72 frames. utt_duration=430 frames, utt_pad_proportion=0.08112, over 23103.48 utterances.], batch size: 37, lr: 3.63e-04
2022-08-26 08:17:17,738 INFO [train.py:927] (7/8) Epoch 10, batch 16700, giga_loss[loss=0.2366, simple_loss=0.3211, pruned_loss=0.07603, over 12418.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04707, over 34.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3194, pruned_loss=0.086, over 2474239.99 frames. utt_duration=468.8 frames, utt_pad_proportion=0.0805, over 21178.78 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3011, pruned_loss=0.07234, over 2466870.77 frames. utt_duration=1250 frames, utt_pad_proportion=0.06374, over 7900.70 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3212, pruned_loss=0.08702, over 2474987.94 frames. utt_duration=438.1 frames, utt_pad_proportion=0.08078, over 22674.31 utterances.], batch size: 34, lr: 3.63e-04
2022-08-26 08:19:06,396 INFO [train.py:927] (7/8) Epoch 10, batch 16750, giga_loss[loss=0.2838, simple_loss=0.3322, pruned_loss=0.1177, over 12348.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2006, over 367.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3206, pruned_loss=0.08573, over 2474445.89 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08373, over 21835.53 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3013, pruned_loss=0.07239, over 2466979.20 frames. utt_duration=1250 frames, utt_pad_proportion=0.06322, over 7901.69 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.322, pruned_loss=0.08661, over 2474996.00 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08398, over 23135.36 utterances.], batch size: 367, lr: 3.63e-04
2022-08-26 08:20:47,419 INFO [train.py:927] (7/8) Epoch 10, batch 16800, giga_loss[loss=0.1988, simple_loss=0.2891, pruned_loss=0.05423, over 12352.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02848, over 66.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3194, pruned_loss=0.08468, over 2473728.57 frames. utt_duration=463.3 frames, utt_pad_proportion=0.08026, over 21426.69 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3012, pruned_loss=0.07238, over 2466876.52 frames. utt_duration=1252 frames, utt_pad_proportion=0.06233, over 7888.36 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.321, pruned_loss=0.08568, over 2474407.42 frames. utt_duration=435.8 frames, utt_pad_proportion=0.08104, over 22788.03 utterances.], batch size: 66, lr: 3.63e-04
2022-08-26 08:22:28,413 INFO [train.py:927] (7/8) Epoch 10, batch 16850, giga_loss[loss=0.2584, simple_loss=0.332, pruned_loss=0.09238, over 12414.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03377, over 80.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3201, pruned_loss=0.08538, over 2472909.76 frames. utt_duration=454.9 frames, utt_pad_proportion=0.08243, over 21813.80 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3011, pruned_loss=0.07242, over 2466578.05 frames. utt_duration=1255 frames, utt_pad_proportion=0.06132, over 7871.99 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.322, pruned_loss=0.08647, over 2473905.00 frames. utt_duration=426.2 frames, utt_pad_proportion=0.08341, over 23300.30 utterances.], batch size: 80, lr: 3.63e-04
2022-08-26 08:24:14,674 INFO [train.py:927] (7/8) Epoch 10, batch 16900, giga_loss[loss=0.2764, simple_loss=0.3482, pruned_loss=0.1023, over 12403.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02566, over 91.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3207, pruned_loss=0.08645, over 2473810.26 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07852, over 21920.16 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3014, pruned_loss=0.07256, over 2466588.92 frames. utt_duration=1246 frames, utt_pad_proportion=0.06454, over 7929.49 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3224, pruned_loss=0.08749, over 2474758.20 frames. utt_duration=425 frames, utt_pad_proportion=0.07858, over 23372.11 utterances.], batch size: 91, lr: 3.63e-04
2022-08-26 08:26:00,002 INFO [train.py:927] (7/8) Epoch 10, batch 16950, giga_loss[loss=0.2507, simple_loss=0.3318, pruned_loss=0.0848, over 12432.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04171, over 146.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3208, pruned_loss=0.08657, over 2473890.72 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07661, over 21842.56 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.301, pruned_loss=0.07252, over 2466812.99 frames. utt_duration=1252 frames, utt_pad_proportion=0.06367, over 7891.17 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3228, pruned_loss=0.08768, over 2474578.62 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07709, over 23265.92 utterances.], batch size: 146, lr: 3.63e-04
2022-08-26 08:27:41,309 INFO [train.py:927] (7/8) Epoch 10, batch 17000, giga_loss[loss=0.2161, simple_loss=0.2997, pruned_loss=0.06625, over 12417.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3211, pruned_loss=0.08677, over 2473729.94 frames. utt_duration=452.2 frames, utt_pad_proportion=0.0816, over 21951.24 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3012, pruned_loss=0.0728, over 2467091.74 frames. utt_duration=1245 frames, utt_pad_proportion=0.06621, over 7933.35 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3234, pruned_loss=0.088, over 2474319.48 frames. utt_duration=419.7 frames, utt_pad_proportion=0.0811, over 23662.76 utterances.], batch size: 80, lr: 3.63e-04
2022-08-26 08:29:21,891 INFO [train.py:927] (7/8) Epoch 10, batch 17050, giga_loss[loss=0.2605, simple_loss=0.3319, pruned_loss=0.09455, over 12371.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.0601, over 182.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3205, pruned_loss=0.0859, over 2473998.50 frames. utt_duration=455 frames, utt_pad_proportion=0.08249, over 21819.19 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3017, pruned_loss=0.07316, over 2467428.12 frames. utt_duration=1231 frames, utt_pad_proportion=0.06949, over 8026.02 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3223, pruned_loss=0.08687, over 2474315.51 frames. utt_duration=424 frames, utt_pad_proportion=0.08126, over 23424.46 utterances.], batch size: 182, lr: 3.63e-04
2022-08-26 08:31:02,704 INFO [train.py:927] (7/8) Epoch 10, batch 17100, giga_loss[loss=0.2086, simple_loss=0.2971, pruned_loss=0.06005, over 12423.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04224, over 26.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3202, pruned_loss=0.08547, over 2474177.08 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08346, over 22172.98 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.07317, over 2467501.85 frames. utt_duration=1233 frames, utt_pad_proportion=0.06866, over 8017.66 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3218, pruned_loss=0.08638, over 2474456.49 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08276, over 23633.30 utterances.], batch size: 26, lr: 3.63e-04
2022-08-26 08:32:45,048 INFO [train.py:927] (7/8) Epoch 10, batch 17150, libri_loss[loss=0.1996, simple_loss=0.2717, pruned_loss=0.06376, over 12223.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.007546, over 29.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3187, pruned_loss=0.08493, over 2473158.05 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08362, over 22093.71 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3023, pruned_loss=0.07356, over 2467361.44 frames. utt_duration=1224 frames, utt_pad_proportion=0.07085, over 8074.26 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3199, pruned_loss=0.08553, over 2473640.85 frames. utt_duration=423 frames, utt_pad_proportion=0.08251, over 23475.63 utterances.], batch size: 29, lr: 3.63e-04
2022-08-26 08:34:28,379 INFO [train.py:927] (7/8) Epoch 10, batch 17200, giga_loss[loss=0.2871, simple_loss=0.3462, pruned_loss=0.114, over 12378.00 frames. utt_duration=235 frames, utt_pad_proportion=0.0748, over 212.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3149, pruned_loss=0.08308, over 2473542.77 frames. utt_duration=458.8 frames, utt_pad_proportion=0.08092, over 21632.92 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3022, pruned_loss=0.07346, over 2467108.41 frames. utt_duration=1226 frames, utt_pad_proportion=0.07002, over 8058.22 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3161, pruned_loss=0.08378, over 2474211.15 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08046, over 22915.97 utterances.], batch size: 212, lr: 3.63e-04
2022-08-26 08:36:12,840 INFO [train.py:927] (7/8) Epoch 10, batch 17250, giga_loss[loss=0.2276, simple_loss=0.3141, pruned_loss=0.07058, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02723, over 48.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3131, pruned_loss=0.08159, over 2473839.35 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07752, over 21338.40 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3019, pruned_loss=0.07328, over 2467240.06 frames. utt_duration=1229 frames, utt_pad_proportion=0.06954, over 8038.68 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3144, pruned_loss=0.08239, over 2474303.49 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0775, over 22489.08 utterances.], batch size: 48, lr: 3.62e-04
2022-08-26 08:37:56,406 INFO [train.py:927] (7/8) Epoch 10, batch 17300, giga_loss[loss=0.2121, simple_loss=0.3057, pruned_loss=0.05928, over 12378.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02736, over 91.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3121, pruned_loss=0.07898, over 2473937.08 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07838, over 22053.72 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3024, pruned_loss=0.07351, over 2467383.87 frames. utt_duration=1220 frames, utt_pad_proportion=0.07248, over 8098.74 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.313, pruned_loss=0.07958, over 2474344.26 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07762, over 23302.51 utterances.], batch size: 91, lr: 3.62e-04
2022-08-26 08:39:37,786 INFO [train.py:927] (7/8) Epoch 10, batch 17350, libri_loss[loss=0.2177, simple_loss=0.2865, pruned_loss=0.0744, over 12238.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.0054, over 31.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3097, pruned_loss=0.0756, over 2475430.11 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07222, over 22044.92 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.07319, over 2467819.16 frames. utt_duration=1225 frames, utt_pad_proportion=0.07118, over 8070.28 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3112, pruned_loss=0.07646, over 2475572.64 frames. utt_duration=423.6 frames, utt_pad_proportion=0.07235, over 23458.62 utterances.], batch size: 31, lr: 3.62e-04
2022-08-26 08:41:21,149 INFO [train.py:927] (7/8) Epoch 10, batch 17400, giga_loss[loss=0.2077, simple_loss=0.3035, pruned_loss=0.0559, over 12384.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05487, over 181.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3084, pruned_loss=0.07262, over 2475992.23 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07074, over 22847.26 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3015, pruned_loss=0.07303, over 2467805.56 frames. utt_duration=1227 frames, utt_pad_proportion=0.07065, over 8055.62 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3098, pruned_loss=0.07345, over 2476176.08 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07106, over 24082.13 utterances.], batch size: 181, lr: 3.62e-04
2022-08-26 08:43:07,584 INFO [train.py:927] (7/8) Epoch 10, batch 17450, giga_loss[loss=0.2164, simple_loss=0.2999, pruned_loss=0.06647, over 12400.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02566, over 91.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3087, pruned_loss=0.07196, over 2476259.00 frames. utt_duration=412.2 frames, utt_pad_proportion=0.0726, over 24117.08 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3016, pruned_loss=0.07306, over 2467620.54 frames. utt_duration=1228 frames, utt_pad_proportion=0.07037, over 8050.34 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3099, pruned_loss=0.07257, over 2476623.49 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07286, over 25165.59 utterances.], batch size: 91, lr: 3.62e-04
2022-08-26 08:44:49,903 INFO [train.py:927] (7/8) Epoch 10, batch 17500, libri_loss[loss=0.2624, simple_loss=0.3566, pruned_loss=0.08412, over 12345.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005912, over 33.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3066, pruned_loss=0.06976, over 2476932.81 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06935, over 24361.63 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3019, pruned_loss=0.07307, over 2467557.68 frames. utt_duration=1231 frames, utt_pad_proportion=0.06989, over 8030.90 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3072, pruned_loss=0.0702, over 2477362.51 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06981, over 25360.80 utterances.], batch size: 33, lr: 3.62e-04
2022-08-26 08:46:34,556 INFO [train.py:927] (7/8) Epoch 10, batch 17550, giga_loss[loss=0.2004, simple_loss=0.2912, pruned_loss=0.0548, over 12370.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06059, over 182.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3046, pruned_loss=0.06835, over 2477124.79 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07239, over 24779.81 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3017, pruned_loss=0.07304, over 2467813.99 frames. utt_duration=1236 frames, utt_pad_proportion=0.06837, over 7997.18 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3054, pruned_loss=0.06864, over 2477489.85 frames. utt_duration=381.6 frames, utt_pad_proportion=0.07306, over 26066.44 utterances.], batch size: 182, lr: 3.62e-04
2022-08-26 08:48:16,845 INFO [train.py:927] (7/8) Epoch 10, batch 17600, libri_loss[loss=0.214, simple_loss=0.2876, pruned_loss=0.07019, over 12271.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007494, over 32.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3014, pruned_loss=0.06578, over 2477244.65 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07332, over 25280.55 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3016, pruned_loss=0.07316, over 2467746.86 frames. utt_duration=1239 frames, utt_pad_proportion=0.06732, over 7974.38 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3021, pruned_loss=0.06579, over 2477772.71 frames. utt_duration=373.7 frames, utt_pad_proportion=0.07409, over 26622.41 utterances.], batch size: 32, lr: 3.62e-04
2022-08-26 08:50:01,122 INFO [train.py:927] (7/8) Epoch 10, batch 17650, libri_loss[loss=0.2336, simple_loss=0.318, pruned_loss=0.07462, over 12423.00 frames. utt_duration=957.1 frames, utt_pad_proportion=0.06894, over 52.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2986, pruned_loss=0.06432, over 2476734.28 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07374, over 24772.56 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3016, pruned_loss=0.07304, over 2467689.34 frames. utt_duration=1228 frames, utt_pad_proportion=0.0711, over 8045.54 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2991, pruned_loss=0.06425, over 2477430.34 frames. utt_duration=379.8 frames, utt_pad_proportion=0.07338, over 26191.70 utterances.], batch size: 52, lr: 3.62e-04
2022-08-26 08:51:48,400 INFO [train.py:927] (7/8) Epoch 10, batch 17700, giga_loss[loss=0.2019, simple_loss=0.2916, pruned_loss=0.05612, over 12439.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.0227, over 48.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2969, pruned_loss=0.06326, over 2476526.17 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07544, over 25315.78 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.07319, over 2467424.06 frames. utt_duration=1218 frames, utt_pad_proportion=0.07516, over 8111.50 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2972, pruned_loss=0.06297, over 2477420.15 frames. utt_duration=374 frames, utt_pad_proportion=0.07406, over 26600.28 utterances.], batch size: 48, lr: 3.62e-04
2022-08-26 08:53:43,589 INFO [train.py:927] (7/8) Epoch 10, batch 17750, giga_loss[loss=0.1838, simple_loss=0.276, pruned_loss=0.04577, over 12343.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.02706, over 66.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2974, pruned_loss=0.06276, over 2476859.81 frames. utt_duration=396.2 frames, utt_pad_proportion=0.07577, over 25097.82 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3012, pruned_loss=0.07294, over 2467446.66 frames. utt_duration=1226 frames, utt_pad_proportion=0.07325, over 8057.32 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.298, pruned_loss=0.06244, over 2477887.38 frames. utt_duration=372 frames, utt_pad_proportion=0.07523, over 26747.16 utterances.], batch size: 66, lr: 3.62e-04
2022-08-26 08:55:43,867 INFO [train.py:927] (7/8) Epoch 10, batch 17800, giga_loss[loss=0.1792, simple_loss=0.2726, pruned_loss=0.04285, over 12447.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04262, over 161.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2965, pruned_loss=0.06228, over 2476761.79 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07499, over 25132.04 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3013, pruned_loss=0.07294, over 2467535.21 frames. utt_duration=1228 frames, utt_pad_proportion=0.07243, over 8050.47 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2968, pruned_loss=0.06188, over 2477620.61 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07481, over 26660.09 utterances.], batch size: 161, lr: 3.62e-04
2022-08-26 08:57:49,106 INFO [train.py:927] (7/8) Epoch 10, batch 17850, giga_loss[loss=0.1832, simple_loss=0.2797, pruned_loss=0.0433, over 12405.00 frames. utt_duration=339.1 frames, utt_pad_proportion=0.05006, over 147.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2946, pruned_loss=0.06037, over 2477330.48 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07628, over 25936.13 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3011, pruned_loss=0.07281, over 2467606.13 frames. utt_duration=1231 frames, utt_pad_proportion=0.07198, over 8027.02 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2951, pruned_loss=0.06007, over 2478013.30 frames. utt_duration=364.2 frames, utt_pad_proportion=0.07621, over 27315.58 utterances.], batch size: 147, lr: 3.62e-04
2022-08-26 08:59:50,644 INFO [train.py:927] (7/8) Epoch 10, batch 17900, giga_loss[loss=0.1848, simple_loss=0.2756, pruned_loss=0.047, over 12381.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03071, over 58.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2931, pruned_loss=0.05961, over 2477396.31 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07208, over 24975.25 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3011, pruned_loss=0.07277, over 2467491.59 frames. utt_duration=1234 frames, utt_pad_proportion=0.07092, over 8008.67 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2932, pruned_loss=0.05913, over 2478267.89 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07255, over 26489.20 utterances.], batch size: 58, lr: 3.62e-04
2022-08-26 09:01:47,732 INFO [train.py:927] (7/8) Epoch 10, batch 17950, giga_loss[loss=0.2032, simple_loss=0.2999, pruned_loss=0.05319, over 12443.00 frames. utt_duration=372.5 frames, utt_pad_proportion=0.04495, over 134.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2931, pruned_loss=0.0594, over 2477532.50 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07176, over 25277.02 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3012, pruned_loss=0.07281, over 2467426.31 frames. utt_duration=1236 frames, utt_pad_proportion=0.07023, over 7997.61 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2929, pruned_loss=0.0588, over 2478397.53 frames. utt_duration=372.4 frames, utt_pad_proportion=0.07233, over 26712.09 utterances.], batch size: 134, lr: 3.62e-04
2022-08-26 09:04:05,078 INFO [train.py:927] (7/8) Epoch 10, batch 18000, giga_loss[loss=0.1787, simple_loss=0.268, pruned_loss=0.0447, over 12448.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02629, over 122.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2921, pruned_loss=0.05834, over 2477579.47 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06797, over 24752.79 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3011, pruned_loss=0.07276, over 2467540.27 frames. utt_duration=1237 frames, utt_pad_proportion=0.06944, over 7989.66 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2921, pruned_loss=0.05775, over 2478284.16 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06883, over 26112.80 utterances.], batch size: 122, lr: 3.62e-04
2022-08-26 09:04:05,079 INFO [train.py:958] (7/8) Computing validation loss
2022-08-26 09:04:19,345 INFO [train.py:967] (7/8) 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 09:06:17,636 INFO [train.py:927] (7/8) Epoch 10, batch 18050, giga_loss[loss=0.1643, simple_loss=0.256, pruned_loss=0.03625, over 12425.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05782, over 182.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2919, pruned_loss=0.05826, over 2477570.08 frames. utt_duration=413 frames, utt_pad_proportion=0.06609, over 24068.15 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3003, pruned_loss=0.07245, over 2467797.16 frames. utt_duration=1241 frames, utt_pad_proportion=0.06871, over 7962.04 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2923, pruned_loss=0.0576, over 2478219.36 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06709, over 25715.17 utterances.], batch size: 182, lr: 3.62e-04
2022-08-26 09:08:20,445 INFO [train.py:927] (7/8) Epoch 10, batch 18100, giga_loss[loss=0.2139, simple_loss=0.3115, pruned_loss=0.05819, over 12417.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03917, over 133.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2942, pruned_loss=0.05773, over 2477400.36 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06828, over 24556.26 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2998, pruned_loss=0.07229, over 2467744.11 frames. utt_duration=1243 frames, utt_pad_proportion=0.06806, over 7947.73 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2947, pruned_loss=0.05695, over 2478235.14 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06909, over 26339.37 utterances.], batch size: 133, lr: 3.62e-04
2022-08-26 09:10:32,325 INFO [train.py:927] (7/8) Epoch 10, batch 18150, giga_loss[loss=0.1759, simple_loss=0.2751, pruned_loss=0.03839, over 12366.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04653, over 146.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2951, pruned_loss=0.05708, over 2477673.74 frames. utt_duration=420.7 frames, utt_pad_proportion=0.06317, over 23626.20 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2998, pruned_loss=0.07229, over 2467716.96 frames. utt_duration=1246 frames, utt_pad_proportion=0.06699, over 7930.93 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2955, pruned_loss=0.05619, over 2478536.69 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06444, over 25352.21 utterances.], batch size: 146, lr: 3.62e-04
2022-08-26 09:12:42,749 INFO [train.py:927] (7/8) Epoch 10, batch 18200, giga_loss[loss=0.1959, simple_loss=0.2838, pruned_loss=0.05398, over 12421.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03725, over 105.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2954, pruned_loss=0.05765, over 2477742.13 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06346, over 23948.85 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2998, pruned_loss=0.07229, over 2467716.96 frames. utt_duration=1246 frames, utt_pad_proportion=0.06699, over 7930.93 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2957, pruned_loss=0.05695, over 2478413.78 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06444, over 25292.23 utterances.], batch size: 105, lr: 3.62e-04
2022-08-26 09:15:10,086 INFO [train.py:927] (7/8) Epoch 10, batch 18250, giga_loss[loss=0.2023, simple_loss=0.2884, pruned_loss=0.05812, over 12421.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.0728, over 212.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2944, pruned_loss=0.05764, over 2478120.04 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06235, over 23380.12 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3003, pruned_loss=0.07241, over 2467707.23 frames. utt_duration=1236 frames, utt_pad_proportion=0.07027, over 7994.16 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.294, pruned_loss=0.05668, over 2478862.38 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06234, over 24742.85 utterances.], batch size: 212, lr: 3.62e-04
2022-08-26 09:17:19,068 INFO [train.py:927] (7/8) Epoch 10, batch 18300, giga_loss[loss=0.1956, simple_loss=0.2807, pruned_loss=0.0553, over 12419.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06555, over 212.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2915, pruned_loss=0.05632, over 2477996.69 frames. utt_duration=427.5 frames, utt_pad_proportion=0.06311, over 23251.71 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3007, pruned_loss=0.07258, over 2467888.70 frames. utt_duration=1223 frames, utt_pad_proportion=0.07398, over 8078.82 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2909, pruned_loss=0.0552, over 2478559.11 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06189, over 24454.33 utterances.], batch size: 212, lr: 3.62e-04
2022-08-26 09:19:22,131 INFO [train.py:927] (7/8) Epoch 10, batch 18350, giga_loss[loss=0.218, simple_loss=0.3062, pruned_loss=0.06485, over 12404.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03582, over 113.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2933, pruned_loss=0.0571, over 2477862.55 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06165, over 23273.25 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3005, pruned_loss=0.07256, over 2467968.80 frames. utt_duration=1224 frames, utt_pad_proportion=0.07329, over 8071.90 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2928, pruned_loss=0.05585, over 2478477.44 frames. utt_duration=404 frames, utt_pad_proportion=0.06088, over 24611.35 utterances.], batch size: 113, lr: 3.62e-04
2022-08-26 09:21:19,662 INFO [train.py:927] (7/8) Epoch 10, batch 18400, giga_loss[loss=0.2437, simple_loss=0.3154, pruned_loss=0.086, over 12381.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.0949, over 255.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2927, pruned_loss=0.05779, over 2477719.03 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06303, over 23707.25 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3007, pruned_loss=0.07271, over 2468011.45 frames. utt_duration=1226 frames, utt_pad_proportion=0.07228, over 8061.68 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.292, pruned_loss=0.05643, over 2478328.40 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06259, over 25026.21 utterances.], batch size: 255, lr: 3.62e-04
2022-08-26 09:23:27,441 INFO [train.py:927] (7/8) Epoch 10, batch 18450, giga_loss[loss=0.2054, simple_loss=0.2947, pruned_loss=0.05804, over 12434.00 frames. utt_duration=623 frames, utt_pad_proportion=0.02965, over 80.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05803, over 2477320.25 frames. utt_duration=426.9 frames, utt_pad_proportion=0.06499, over 23276.33 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.301, pruned_loss=0.07265, over 2468268.61 frames. utt_duration=1229 frames, utt_pad_proportion=0.07114, over 8046.39 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2919, pruned_loss=0.05665, over 2477770.46 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06481, over 24692.38 utterances.], batch size: 80, lr: 3.62e-04
2022-08-26 09:25:49,455 INFO [train.py:927] (7/8) Epoch 10, batch 18500, giga_loss[loss=0.1876, simple_loss=0.2769, pruned_loss=0.04921, over 12446.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.03618, over 98.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2939, pruned_loss=0.05819, over 2478015.75 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06352, over 23432.69 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3007, pruned_loss=0.07255, over 2468416.17 frames. utt_duration=1228 frames, utt_pad_proportion=0.0707, over 8052.90 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2931, pruned_loss=0.05685, over 2478457.78 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06355, over 24911.99 utterances.], batch size: 98, lr: 3.62e-04
2022-08-26 09:27:54,877 INFO [train.py:927] (7/8) Epoch 10, batch 18550, giga_loss[loss=0.1529, simple_loss=0.2416, pruned_loss=0.03211, over 12258.00 frames. utt_duration=909.2 frames, utt_pad_proportion=0.02442, over 54.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2898, pruned_loss=0.05724, over 2477830.52 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06564, over 23481.44 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07233, over 2468374.06 frames. utt_duration=1228 frames, utt_pad_proportion=0.07004, over 8049.95 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2893, pruned_loss=0.0559, over 2478549.74 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06566, over 25159.23 utterances.], batch size: 54, lr: 3.62e-04
2022-08-26 09:29:50,149 INFO [train.py:927] (7/8) Epoch 10, batch 18600, giga_loss[loss=0.2039, simple_loss=0.2939, pruned_loss=0.05702, over 12357.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02965, over 70.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2875, pruned_loss=0.05624, over 2478387.27 frames. utt_duration=418.8 frames, utt_pad_proportion=0.06372, over 23739.40 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3003, pruned_loss=0.0723, over 2468472.11 frames. utt_duration=1231 frames, utt_pad_proportion=0.06955, over 8031.50 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.287, pruned_loss=0.05509, over 2478950.03 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06397, over 25196.67 utterances.], batch size: 70, lr: 3.62e-04
2022-08-26 09:31:52,382 INFO [train.py:927] (7/8) Epoch 10, batch 18650, giga_loss[loss=0.197, simple_loss=0.2897, pruned_loss=0.05218, over 12388.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04511, over 146.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.287, pruned_loss=0.05582, over 2478139.96 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06689, over 24457.66 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3003, pruned_loss=0.07226, over 2468642.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.06881, over 8012.18 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2864, pruned_loss=0.05473, over 2478564.00 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06712, over 25839.25 utterances.], batch size: 146, lr: 3.61e-04
2022-08-26 09:34:03,187 INFO [train.py:927] (7/8) Epoch 10, batch 18700, giga_loss[loss=0.1848, simple_loss=0.2744, pruned_loss=0.0476, over 12396.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03049, over 113.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2866, pruned_loss=0.05617, over 2477932.83 frames. utt_duration=398.1 frames, utt_pad_proportion=0.0682, over 24976.27 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3004, pruned_loss=0.07235, over 2468672.84 frames. utt_duration=1233 frames, utt_pad_proportion=0.06862, over 8019.80 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2858, pruned_loss=0.05495, over 2478404.96 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0684, over 26368.89 utterances.], batch size: 113, lr: 3.61e-04
2022-08-26 09:36:19,574 INFO [train.py:927] (7/8) Epoch 10, batch 18750, libri_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05792, over 12484.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006756, over 36.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2859, pruned_loss=0.05551, over 2477642.14 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06534, over 24098.38 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2993, pruned_loss=0.07163, over 2468465.09 frames. utt_duration=1243 frames, utt_pad_proportion=0.06668, over 7954.16 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2859, pruned_loss=0.05458, over 2478553.79 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06617, over 25892.53 utterances.], batch size: 36, lr: 3.61e-04
2022-08-26 09:38:21,530 INFO [train.py:927] (7/8) Epoch 10, batch 18800, giga_loss[loss=0.2208, simple_loss=0.3022, pruned_loss=0.06967, over 12457.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05347, over 162.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2857, pruned_loss=0.05608, over 2478264.85 frames. utt_duration=403.5 frames, utt_pad_proportion=0.0657, over 24641.42 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2991, pruned_loss=0.07151, over 2468618.18 frames. utt_duration=1243 frames, utt_pad_proportion=0.06625, over 7955.59 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2858, pruned_loss=0.05533, over 2478927.70 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06644, over 26189.48 utterances.], batch size: 162, lr: 3.61e-04
2022-08-26 09:40:15,918 INFO [train.py:927] (7/8) Epoch 10, batch 18850, giga_loss[loss=0.2038, simple_loss=0.2928, pruned_loss=0.05735, over 12415.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07291, over 212.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2864, pruned_loss=0.0557, over 2478145.15 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06344, over 24059.84 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2991, pruned_loss=0.07168, over 2468937.51 frames. utt_duration=1238 frames, utt_pad_proportion=0.06769, over 7988.81 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2859, pruned_loss=0.05425, over 2478814.35 frames. utt_duration=382 frames, utt_pad_proportion=0.06379, over 26036.29 utterances.], batch size: 212, lr: 3.61e-04
2022-08-26 09:42:12,255 INFO [train.py:927] (7/8) Epoch 10, batch 18900, giga_loss[loss=0.2009, simple_loss=0.2791, pruned_loss=0.06135, over 12359.00 frames. utt_duration=141.7 frames, utt_pad_proportion=0.1665, over 352.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2879, pruned_loss=0.05592, over 2477250.16 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06529, over 23792.07 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2983, pruned_loss=0.07118, over 2468683.74 frames. utt_duration=1246 frames, utt_pad_proportion=0.06514, over 7933.79 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2877, pruned_loss=0.05447, over 2478406.13 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06612, over 26200.29 utterances.], batch size: 352, lr: 3.61e-04
2022-08-26 09:44:07,618 INFO [train.py:927] (7/8) Epoch 10, batch 18950, giga_loss[loss=0.2207, simple_loss=0.3079, pruned_loss=0.06675, over 12337.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.02896, over 91.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2892, pruned_loss=0.05671, over 2476919.24 frames. utt_duration=419.8 frames, utt_pad_proportion=0.0648, over 23668.34 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2988, pruned_loss=0.07133, over 2468606.42 frames. utt_duration=1241 frames, utt_pad_proportion=0.06486, over 7963.71 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2882, pruned_loss=0.05479, over 2478293.81 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06558, over 26247.59 utterances.], batch size: 91, lr: 3.61e-04
2022-08-26 09:46:09,357 INFO [train.py:927] (7/8) Epoch 10, batch 19000, giga_loss[loss=0.1817, simple_loss=0.2724, pruned_loss=0.04546, over 12279.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.0247, over 54.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2883, pruned_loss=0.05642, over 2477019.69 frames. utt_duration=403.4 frames, utt_pad_proportion=0.0688, over 24635.28 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2994, pruned_loss=0.0718, over 2468916.61 frames. utt_duration=1218 frames, utt_pad_proportion=0.06996, over 8117.86 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2866, pruned_loss=0.05399, over 2478102.18 frames. utt_duration=367.2 frames, utt_pad_proportion=0.0678, over 27079.80 utterances.], batch size: 54, lr: 3.61e-04
2022-08-26 09:48:07,927 INFO [train.py:927] (7/8) Epoch 10, batch 19050, giga_loss[loss=0.2039, simple_loss=0.2857, pruned_loss=0.06103, over 12389.00 frames. utt_duration=237.2 frames, utt_pad_proportion=0.06236, over 210.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2869, pruned_loss=0.0562, over 2476672.51 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06797, over 23716.91 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2991, pruned_loss=0.07161, over 2468971.93 frames. utt_duration=1218 frames, utt_pad_proportion=0.06892, over 8115.12 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2854, pruned_loss=0.05391, over 2477771.58 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06746, over 26195.77 utterances.], batch size: 210, lr: 3.61e-04
2022-08-26 09:50:12,711 INFO [train.py:927] (7/8) Epoch 10, batch 19100, giga_loss[loss=0.2002, simple_loss=0.2954, pruned_loss=0.05253, over 12376.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0355, over 113.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2894, pruned_loss=0.05707, over 2477582.68 frames. utt_duration=425.6 frames, utt_pad_proportion=0.06589, over 23354.56 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2996, pruned_loss=0.07169, over 2469598.48 frames. utt_duration=1215 frames, utt_pad_proportion=0.06762, over 8143.44 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2872, pruned_loss=0.05442, over 2478263.97 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06604, over 26054.86 utterances.], batch size: 113, lr: 3.61e-04
2022-08-26 09:52:08,794 INFO [train.py:927] (7/8) Epoch 10, batch 19150, giga_loss[loss=0.2584, simple_loss=0.3373, pruned_loss=0.08976, over 12457.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03702, over 105.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2911, pruned_loss=0.05831, over 2478151.93 frames. utt_duration=425 frames, utt_pad_proportion=0.06541, over 23391.15 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2993, pruned_loss=0.07146, over 2469769.92 frames. utt_duration=1214 frames, utt_pad_proportion=0.06763, over 8149.11 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2895, pruned_loss=0.05624, over 2478649.20 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06556, over 25717.01 utterances.], batch size: 105, lr: 3.61e-04
2022-08-26 09:54:14,813 INFO [train.py:927] (7/8) Epoch 10, batch 19200, giga_loss[loss=0.2154, simple_loss=0.3115, pruned_loss=0.05962, over 12405.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05175, over 161.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2927, pruned_loss=0.05833, over 2477517.20 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06608, over 23563.12 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2992, pruned_loss=0.07124, over 2469358.45 frames. utt_duration=1217 frames, utt_pad_proportion=0.06665, over 8129.55 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2914, pruned_loss=0.05658, over 2478466.69 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06642, over 25773.54 utterances.], batch size: 161, lr: 3.61e-04
2022-08-26 09:56:25,848 INFO [train.py:927] (7/8) Epoch 10, batch 19250, giga_loss[loss=0.1939, simple_loss=0.2704, pruned_loss=0.05864, over 12383.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09889, over 256.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2913, pruned_loss=0.05871, over 2477246.82 frames. utt_duration=410.9 frames, utt_pad_proportion=0.07076, over 24187.60 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2986, pruned_loss=0.071, over 2468830.13 frames. utt_duration=1226 frames, utt_pad_proportion=0.06474, over 8067.36 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2904, pruned_loss=0.05705, over 2478798.51 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07121, over 26605.00 utterances.], batch size: 256, lr: 3.61e-04
2022-08-26 09:58:27,792 INFO [train.py:927] (7/8) Epoch 10, batch 19300, giga_loss[loss=0.2384, simple_loss=0.3049, pruned_loss=0.08596, over 12372.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2907, pruned_loss=0.05827, over 2477844.30 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07069, over 24552.73 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2988, pruned_loss=0.07098, over 2469029.59 frames. utt_duration=1222 frames, utt_pad_proportion=0.065, over 8090.28 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2897, pruned_loss=0.05679, over 2479009.84 frames. utt_duration=372.9 frames, utt_pad_proportion=0.07102, over 26675.91 utterances.], batch size: 97, lr: 3.61e-04
2022-08-26 10:00:31,091 INFO [train.py:927] (7/8) Epoch 10, batch 19350, giga_loss[loss=0.1779, simple_loss=0.2542, pruned_loss=0.05081, over 12360.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1821, over 359.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2887, pruned_loss=0.05823, over 2476804.61 frames. utt_duration=406 frames, utt_pad_proportion=0.07165, over 24473.24 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2986, pruned_loss=0.07094, over 2468774.42 frames. utt_duration=1227 frames, utt_pad_proportion=0.06334, over 8054.82 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2878, pruned_loss=0.05665, over 2478206.69 frames. utt_duration=372 frames, utt_pad_proportion=0.07234, over 26731.18 utterances.], batch size: 359, lr: 3.61e-04
2022-08-26 10:02:34,391 INFO [train.py:927] (7/8) Epoch 10, batch 19400, giga_loss[loss=0.2088, simple_loss=0.3067, pruned_loss=0.0554, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02393, over 45.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2885, pruned_loss=0.05695, over 2477265.76 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07083, over 24587.74 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2982, pruned_loss=0.07075, over 2468769.20 frames. utt_duration=1232 frames, utt_pad_proportion=0.06268, over 8028.11 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2881, pruned_loss=0.05571, over 2478488.11 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07163, over 26597.64 utterances.], batch size: 45, lr: 3.61e-04
2022-08-26 10:04:26,721 INFO [train.py:927] (7/8) Epoch 10, batch 19450, giga_loss[loss=0.1859, simple_loss=0.2808, pruned_loss=0.04551, over 12361.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0396, over 113.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2902, pruned_loss=0.05631, over 2477623.42 frames. utt_duration=418 frames, utt_pad_proportion=0.06885, over 23779.05 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2984, pruned_loss=0.07094, over 2468945.54 frames. utt_duration=1233 frames, utt_pad_proportion=0.06156, over 8020.44 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2894, pruned_loss=0.05482, over 2478631.11 frames. utt_duration=386.2 frames, utt_pad_proportion=0.07002, over 25751.42 utterances.], batch size: 113, lr: 3.61e-04
2022-08-26 10:06:36,346 INFO [train.py:927] (7/8) Epoch 10, batch 19500, giga_loss[loss=0.192, simple_loss=0.2837, pruned_loss=0.05013, over 12384.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.02827, over 58.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2903, pruned_loss=0.0566, over 2477383.65 frames. utt_duration=424.8 frames, utt_pad_proportion=0.06946, over 23394.77 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2982, pruned_loss=0.07103, over 2468981.70 frames. utt_duration=1236 frames, utt_pad_proportion=0.06002, over 8001.03 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2895, pruned_loss=0.05473, over 2478517.40 frames. utt_duration=387.7 frames, utt_pad_proportion=0.07091, over 25650.42 utterances.], batch size: 58, lr: 3.61e-04
2022-08-26 10:08:45,778 INFO [train.py:927] (7/8) Epoch 10, batch 19550, giga_loss[loss=0.1762, simple_loss=0.2738, pruned_loss=0.03933, over 12427.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05742, over 182.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.291, pruned_loss=0.05625, over 2477910.71 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06661, over 23812.83 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2977, pruned_loss=0.07074, over 2468882.14 frames. utt_duration=1242 frames, utt_pad_proportion=0.05895, over 7961.36 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2906, pruned_loss=0.05469, over 2479075.95 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06832, over 25993.36 utterances.], batch size: 182, lr: 3.61e-04
2022-08-26 10:11:01,677 INFO [train.py:927] (7/8) Epoch 10, batch 19600, giga_loss[loss=0.2157, simple_loss=0.3048, pruned_loss=0.0633, over 12408.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06934, over 211.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2929, pruned_loss=0.05661, over 2477568.35 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06383, over 23582.51 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2978, pruned_loss=0.07066, over 2468893.84 frames. utt_duration=1244 frames, utt_pad_proportion=0.05827, over 7948.04 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2925, pruned_loss=0.05525, over 2478595.91 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06561, over 25522.32 utterances.], batch size: 211, lr: 3.61e-04
2022-08-26 10:13:15,981 INFO [train.py:927] (7/8) Epoch 10, batch 19650, giga_loss[loss=0.1724, simple_loss=0.2669, pruned_loss=0.0389, over 12381.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03064, over 62.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.293, pruned_loss=0.05659, over 2476960.39 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06775, over 23626.02 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2976, pruned_loss=0.07069, over 2468608.06 frames. utt_duration=1249 frames, utt_pad_proportion=0.05726, over 7914.65 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2928, pruned_loss=0.05519, over 2478217.19 frames. utt_duration=389.2 frames, utt_pad_proportion=0.0692, over 25547.40 utterances.], batch size: 62, lr: 3.61e-04
2022-08-26 10:15:35,024 INFO [train.py:927] (7/8) Epoch 10, batch 19700, giga_loss[loss=0.2098, simple_loss=0.2965, pruned_loss=0.06161, over 12431.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2907, pruned_loss=0.0553, over 2477353.49 frames. utt_duration=432.2 frames, utt_pad_proportion=0.06326, over 22989.24 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2972, pruned_loss=0.07058, over 2468498.98 frames. utt_duration=1253 frames, utt_pad_proportion=0.05645, over 7890.54 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2907, pruned_loss=0.05403, over 2478620.94 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06502, over 24814.90 utterances.], batch size: 258, lr: 3.61e-04
2022-08-26 10:17:38,921 INFO [train.py:927] (7/8) Epoch 10, batch 19750, giga_loss[loss=0.1971, simple_loss=0.293, pruned_loss=0.05059, over 12441.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03631, over 98.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.29, pruned_loss=0.0547, over 2476984.02 frames. utt_duration=433.5 frames, utt_pad_proportion=0.0628, over 22918.50 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2968, pruned_loss=0.07036, over 2468413.01 frames. utt_duration=1256 frames, utt_pad_proportion=0.05584, over 7868.30 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2903, pruned_loss=0.05368, over 2478173.39 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06443, over 24572.99 utterances.], batch size: 98, lr: 3.61e-04
2022-08-26 10:19:31,733 INFO [train.py:927] (7/8) Epoch 10, batch 19800, giga_loss[loss=0.2158, simple_loss=0.301, pruned_loss=0.06532, over 12350.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03107, over 85.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2922, pruned_loss=0.056, over 2477181.27 frames. utt_duration=439.5 frames, utt_pad_proportion=0.06413, over 22605.74 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2967, pruned_loss=0.07021, over 2468665.19 frames. utt_duration=1262 frames, utt_pad_proportion=0.05451, over 7832.42 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2923, pruned_loss=0.05485, over 2478165.18 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06585, over 24449.08 utterances.], batch size: 85, lr: 3.61e-04
2022-08-26 10:21:22,809 INFO [train.py:927] (7/8) Epoch 10, batch 19850, libri_loss[loss=0.1595, simple_loss=0.2372, pruned_loss=0.04091, over 12266.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.0107, over 28.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2896, pruned_loss=0.05536, over 2477552.56 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06532, over 23252.93 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2963, pruned_loss=0.07003, over 2468362.67 frames. utt_duration=1265 frames, utt_pad_proportion=0.05416, over 7814.13 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2901, pruned_loss=0.0545, over 2478661.08 frames. utt_duration=400.1 frames, utt_pad_proportion=0.0667, over 24854.78 utterances.], batch size: 28, lr: 3.61e-04
2022-08-26 10:23:12,346 INFO [train.py:927] (7/8) Epoch 10, batch 19900, giga_loss[loss=0.1937, simple_loss=0.2842, pruned_loss=0.05162, over 12393.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05938, over 182.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2921, pruned_loss=0.05719, over 2477350.28 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06656, over 23366.83 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2961, pruned_loss=0.06995, over 2468547.45 frames. utt_duration=1264 frames, utt_pad_proportion=0.05398, over 7819.63 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2925, pruned_loss=0.05625, over 2478268.58 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06776, over 25003.05 utterances.], batch size: 182, lr: 3.61e-04
2022-08-26 10:24:56,653 INFO [train.py:927] (7/8) Epoch 10, batch 19950, giga_loss[loss=0.2191, simple_loss=0.3044, pruned_loss=0.0669, over 12351.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03375, over 51.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2989, pruned_loss=0.06135, over 2476643.49 frames. utt_duration=433.7 frames, utt_pad_proportion=0.06615, over 22907.72 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2959, pruned_loss=0.06986, over 2468562.92 frames. utt_duration=1268 frames, utt_pad_proportion=0.05301, over 7796.35 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2994, pruned_loss=0.06045, over 2477558.70 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06749, over 24567.50 utterances.], batch size: 51, lr: 3.61e-04
2022-08-26 10:26:35,667 INFO [train.py:927] (7/8) Epoch 10, batch 20000, giga_loss[loss=0.1813, simple_loss=0.2687, pruned_loss=0.04694, over 12412.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02863, over 62.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2966, pruned_loss=0.06135, over 2475999.48 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07066, over 22210.05 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2963, pruned_loss=0.07002, over 2468320.59 frames. utt_duration=1269 frames, utt_pad_proportion=0.05195, over 7791.67 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2967, pruned_loss=0.06017, over 2477233.82 frames. utt_duration=412.3 frames, utt_pad_proportion=0.07202, over 24107.35 utterances.], batch size: 62, lr: 3.61e-04
2022-08-26 10:28:17,215 INFO [train.py:927] (7/8) Epoch 10, batch 20050, giga_loss[loss=0.1686, simple_loss=0.2478, pruned_loss=0.04472, over 12287.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0287, over 45.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2918, pruned_loss=0.06042, over 2475421.28 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07192, over 21834.99 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2959, pruned_loss=0.07001, over 2468505.43 frames. utt_duration=1265 frames, utt_pad_proportion=0.05217, over 7813.17 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2922, pruned_loss=0.05911, over 2476558.59 frames. utt_duration=415.1 frames, utt_pad_proportion=0.0732, over 23943.42 utterances.], batch size: 45, lr: 3.61e-04
2022-08-26 10:29:57,778 INFO [train.py:927] (7/8) Epoch 10, batch 20100, libri_loss[loss=0.1926, simple_loss=0.2763, pruned_loss=0.0544, over 12484.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006776, over 36.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2851, pruned_loss=0.05828, over 2475729.35 frames. utt_duration=468 frames, utt_pad_proportion=0.07137, over 21224.35 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2962, pruned_loss=0.07019, over 2468581.74 frames. utt_duration=1269 frames, utt_pad_proportion=0.05055, over 7789.99 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2849, pruned_loss=0.05668, over 2476792.10 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07317, over 23451.36 utterances.], batch size: 36, lr: 3.60e-04
2022-08-26 10:31:39,379 INFO [train.py:927] (7/8) Epoch 10, batch 20150, giga_loss[loss=0.2042, simple_loss=0.2876, pruned_loss=0.06038, over 12366.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05297, over 161.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2793, pruned_loss=0.05618, over 2476345.30 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06847, over 20534.74 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2964, pruned_loss=0.07024, over 2468743.36 frames. utt_duration=1271 frames, utt_pad_proportion=0.05017, over 7778.11 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2789, pruned_loss=0.05476, over 2477107.05 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07034, over 22410.63 utterances.], batch size: 161, lr: 3.60e-04
2022-08-26 10:33:21,651 INFO [train.py:927] (7/8) Epoch 10, batch 20200, giga_loss[loss=0.1579, simple_loss=0.243, pruned_loss=0.0364, over 12428.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04179, over 146.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2734, pruned_loss=0.0538, over 2475279.05 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06839, over 20587.16 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2963, pruned_loss=0.0702, over 2468556.35 frames. utt_duration=1274 frames, utt_pad_proportion=0.04991, over 7761.39 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2728, pruned_loss=0.05256, over 2476123.18 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07003, over 22202.92 utterances.], batch size: 146, lr: 3.60e-04
2022-08-26 10:35:02,603 INFO [train.py:927] (7/8) Epoch 10, batch 20250, giga_loss[loss=0.1754, simple_loss=0.2472, pruned_loss=0.05177, over 12384.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07341, over 212.00 utterances.], tot_loss[loss=0.1883, simple_loss=0.2704, pruned_loss=0.05313, over 2474219.97 frames. utt_duration=506 frames, utt_pad_proportion=0.06781, over 19613.36 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2965, pruned_loss=0.07046, over 2469094.65 frames. utt_duration=1263 frames, utt_pad_proportion=0.05351, over 7831.05 utterances.], giga_tot_loss[loss=0.1856, simple_loss=0.2689, pruned_loss=0.0512, over 2474671.04 frames. utt_duration=465 frames, utt_pad_proportion=0.06825, over 21352.74 utterances.], batch size: 212, lr: 3.60e-04
2022-08-26 10:36:43,368 INFO [train.py:927] (7/8) Epoch 10, batch 20300, giga_loss[loss=0.1553, simple_loss=0.2344, pruned_loss=0.03806, over 12373.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03619, over 113.00 utterances.], tot_loss[loss=0.1834, simple_loss=0.2653, pruned_loss=0.05077, over 2474249.73 frames. utt_duration=518 frames, utt_pad_proportion=0.06735, over 19158.17 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2963, pruned_loss=0.07034, over 2468828.31 frames. utt_duration=1267 frames, utt_pad_proportion=0.05267, over 7806.54 utterances.], giga_tot_loss[loss=0.1807, simple_loss=0.2636, pruned_loss=0.04894, over 2474952.01 frames. utt_duration=477 frames, utt_pad_proportion=0.06812, over 20815.61 utterances.], batch size: 113, lr: 3.60e-04
2022-08-26 10:38:25,142 INFO [train.py:927] (7/8) Epoch 10, batch 20350, giga_loss[loss=0.1701, simple_loss=0.2458, pruned_loss=0.04717, over 12332.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02522, over 45.00 utterances.], tot_loss[loss=0.1791, simple_loss=0.2606, pruned_loss=0.04884, over 2474363.42 frames. utt_duration=509.9 frames, utt_pad_proportion=0.07217, over 19467.44 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2965, pruned_loss=0.07038, over 2468832.16 frames. utt_duration=1267 frames, utt_pad_proportion=0.05266, over 7801.79 utterances.], giga_tot_loss[loss=0.176, simple_loss=0.2583, pruned_loss=0.04688, over 2475020.19 frames. utt_duration=471.6 frames, utt_pad_proportion=0.0726, over 21057.33 utterances.], batch size: 45, lr: 3.60e-04
2022-08-26 10:40:07,766 INFO [train.py:927] (7/8) Epoch 10, batch 20400, giga_loss[loss=0.1779, simple_loss=0.2507, pruned_loss=0.0526, over 12408.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02803, over 58.00 utterances.], tot_loss[loss=0.1838, simple_loss=0.265, pruned_loss=0.05128, over 2474040.91 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06811, over 19510.67 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2968, pruned_loss=0.07047, over 2469071.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05302, over 7832.62 utterances.], giga_tot_loss[loss=0.1804, simple_loss=0.2623, pruned_loss=0.04927, over 2474436.26 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06872, over 20952.64 utterances.], batch size: 58, lr: 3.60e-04
2022-08-26 10:41:47,393 INFO [train.py:927] (7/8) Epoch 10, batch 20450, giga_loss[loss=0.2471, simple_loss=0.3347, pruned_loss=0.07977, over 12217.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03052, over 39.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2752, pruned_loss=0.05581, over 2474430.17 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06271, over 18464.29 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2966, pruned_loss=0.07039, over 2469255.69 frames. utt_duration=1265 frames, utt_pad_proportion=0.05249, over 7819.55 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2722, pruned_loss=0.05367, over 2474776.22 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06394, over 20042.43 utterances.], batch size: 39, lr: 3.60e-04
2022-08-26 10:43:28,364 INFO [train.py:927] (7/8) Epoch 10, batch 20500, giga_loss[loss=0.2029, simple_loss=0.2915, pruned_loss=0.05717, over 12409.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.023, over 48.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2831, pruned_loss=0.05873, over 2474310.43 frames. utt_duration=531.2 frames, utt_pad_proportion=0.0607, over 18682.02 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2966, pruned_loss=0.0704, over 2468865.64 frames. utt_duration=1262 frames, utt_pad_proportion=0.05248, over 7831.93 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2804, pruned_loss=0.05673, over 2475073.24 frames. utt_duration=492.1 frames, utt_pad_proportion=0.06189, over 20179.54 utterances.], batch size: 48, lr: 3.60e-04
2022-08-26 10:45:13,085 INFO [train.py:927] (7/8) Epoch 10, batch 20550, giga_loss[loss=0.1944, simple_loss=0.287, pruned_loss=0.05093, over 12367.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02873, over 70.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2859, pruned_loss=0.05911, over 2473470.03 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06614, over 19061.14 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2965, pruned_loss=0.0703, over 2469093.67 frames. utt_duration=1260 frames, utt_pad_proportion=0.05235, over 7846.65 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2835, pruned_loss=0.05735, over 2474016.68 frames. utt_duration=484.5 frames, utt_pad_proportion=0.0669, over 20487.41 utterances.], batch size: 70, lr: 3.60e-04
2022-08-26 10:46:56,175 INFO [train.py:927] (7/8) Epoch 10, batch 20600, giga_loss[loss=0.2348, simple_loss=0.3175, pruned_loss=0.07609, over 12455.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03365, over 86.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2895, pruned_loss=0.06107, over 2473424.71 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06754, over 18690.19 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2962, pruned_loss=0.07012, over 2469121.28 frames. utt_duration=1263 frames, utt_pad_proportion=0.05211, over 7831.78 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2877, pruned_loss=0.05965, over 2473926.21 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06829, over 20040.60 utterances.], batch size: 86, lr: 3.60e-04
2022-08-26 10:48:37,841 INFO [train.py:927] (7/8) Epoch 10, batch 20650, giga_loss[loss=0.2414, simple_loss=0.3184, pruned_loss=0.08219, over 12385.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07412, over 212.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2941, pruned_loss=0.06316, over 2473191.96 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06596, over 18582.14 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2959, pruned_loss=0.07005, over 2468787.09 frames. utt_duration=1266 frames, utt_pad_proportion=0.05154, over 7812.42 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2929, pruned_loss=0.062, over 2473919.17 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06689, over 19796.90 utterances.], batch size: 212, lr: 3.60e-04
2022-08-26 10:50:18,359 INFO [train.py:927] (7/8) Epoch 10, batch 20700, giga_loss[loss=0.2038, simple_loss=0.3019, pruned_loss=0.0528, over 12405.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04357, over 146.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2959, pruned_loss=0.06339, over 2473562.80 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06342, over 17944.79 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2951, pruned_loss=0.06979, over 2469029.42 frames. utt_duration=1263 frames, utt_pad_proportion=0.05467, over 7830.17 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2956, pruned_loss=0.06233, over 2474201.77 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06337, over 19446.09 utterances.], batch size: 146, lr: 3.60e-04
2022-08-26 10:52:07,578 INFO [train.py:927] (7/8) Epoch 10, batch 20750, giga_loss[loss=0.2143, simple_loss=0.3092, pruned_loss=0.05967, over 12438.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05336, over 162.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2978, pruned_loss=0.06336, over 2473466.23 frames. utt_duration=554.8 frames, utt_pad_proportion=0.0631, over 17881.72 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.295, pruned_loss=0.06968, over 2469067.03 frames. utt_duration=1268 frames, utt_pad_proportion=0.05346, over 7799.61 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2977, pruned_loss=0.06244, over 2474033.88 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06357, over 19376.92 utterances.], batch size: 162, lr: 3.60e-04
2022-08-26 10:53:47,866 INFO [train.py:927] (7/8) Epoch 10, batch 20800, giga_loss[loss=0.2205, simple_loss=0.3037, pruned_loss=0.06866, over 12451.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03501, over 123.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2986, pruned_loss=0.0629, over 2473786.18 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06044, over 17248.67 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2955, pruned_loss=0.07005, over 2468934.06 frames. utt_duration=1252 frames, utt_pad_proportion=0.05799, over 7895.61 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2981, pruned_loss=0.06167, over 2474478.60 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05918, over 18569.63 utterances.], batch size: 123, lr: 3.60e-04
2022-08-26 10:55:28,871 INFO [train.py:927] (7/8) Epoch 10, batch 20850, giga_loss[loss=0.242, simple_loss=0.3189, pruned_loss=0.08252, over 12337.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03262, over 51.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3008, pruned_loss=0.06563, over 2473829.28 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05962, over 16977.13 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2953, pruned_loss=0.06986, over 2468960.59 frames. utt_duration=1259 frames, utt_pad_proportion=0.0565, over 7855.66 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3008, pruned_loss=0.06463, over 2474526.16 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05919, over 18365.01 utterances.], batch size: 51, lr: 3.60e-04
2022-08-26 10:57:13,008 INFO [train.py:927] (7/8) Epoch 10, batch 20900, giga_loss[loss=0.2211, simple_loss=0.3061, pruned_loss=0.06808, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03621, over 105.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3015, pruned_loss=0.0675, over 2473650.77 frames. utt_duration=592.8 frames, utt_pad_proportion=0.06448, over 16734.69 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2953, pruned_loss=0.06998, over 2469063.41 frames. utt_duration=1251 frames, utt_pad_proportion=0.05942, over 7904.67 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3016, pruned_loss=0.0665, over 2474227.48 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06284, over 18038.80 utterances.], batch size: 105, lr: 3.60e-04
2022-08-26 10:58:55,304 INFO [train.py:927] (7/8) Epoch 10, batch 20950, giga_loss[loss=0.215, simple_loss=0.3004, pruned_loss=0.0648, over 12385.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02682, over 91.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3018, pruned_loss=0.06807, over 2473837.20 frames. utt_duration=564.2 frames, utt_pad_proportion=0.07032, over 17584.38 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2959, pruned_loss=0.07023, over 2469254.20 frames. utt_duration=1248 frames, utt_pad_proportion=0.05956, over 7922.00 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3015, pruned_loss=0.06705, over 2474186.00 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06876, over 18730.03 utterances.], batch size: 91, lr: 3.60e-04
2022-08-26 11:00:39,952 INFO [train.py:927] (7/8) Epoch 10, batch 21000, giga_loss[loss=0.2001, simple_loss=0.2827, pruned_loss=0.05875, over 12376.00 frames. utt_duration=1239 frames, utt_pad_proportion=0.03885, over 40.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3009, pruned_loss=0.06726, over 2473022.03 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06773, over 17594.76 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2958, pruned_loss=0.07018, over 2469151.93 frames. utt_duration=1249 frames, utt_pad_proportion=0.05933, over 7916.39 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3008, pruned_loss=0.06649, over 2473396.96 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06673, over 18535.38 utterances.], batch size: 40, lr: 3.60e-04
2022-08-26 11:00:39,953 INFO [train.py:958] (7/8) Computing validation loss
2022-08-26 11:00:52,917 INFO [train.py:967] (7/8) 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 11:02:35,335 INFO [train.py:927] (7/8) Epoch 10, batch 21050, giga_loss[loss=0.1916, simple_loss=0.2701, pruned_loss=0.0565, over 12433.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.0514, over 162.00 utterances.], tot_loss[loss=0.214, simple_loss=0.297, pruned_loss=0.06549, over 2473162.77 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06605, over 17998.22 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2958, pruned_loss=0.07011, over 2469324.78 frames. utt_duration=1251 frames, utt_pad_proportion=0.05871, over 7904.72 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2969, pruned_loss=0.06489, over 2473352.27 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06563, over 18890.03 utterances.], batch size: 162, lr: 3.60e-04
2022-08-26 11:04:18,253 INFO [train.py:927] (7/8) Epoch 10, batch 21100, giga_loss[loss=0.2251, simple_loss=0.3045, pruned_loss=0.07281, over 12388.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02958, over 97.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2922, pruned_loss=0.06369, over 2473313.51 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06842, over 18681.74 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2949, pruned_loss=0.06973, over 2468911.55 frames. utt_duration=1257 frames, utt_pad_proportion=0.05799, over 7862.93 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2928, pruned_loss=0.06345, over 2473875.14 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06829, over 19597.33 utterances.], batch size: 97, lr: 3.60e-04
2022-08-26 11:06:00,271 INFO [train.py:927] (7/8) Epoch 10, batch 21150, giga_loss[loss=0.1993, simple_loss=0.2763, pruned_loss=0.06114, over 12433.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04078, over 34.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2918, pruned_loss=0.06324, over 2471955.32 frames. utt_duration=557.9 frames, utt_pad_proportion=0.063, over 17770.13 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2949, pruned_loss=0.06984, over 2468899.48 frames. utt_duration=1261 frames, utt_pad_proportion=0.05735, over 7843.10 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2923, pruned_loss=0.06287, over 2472465.66 frames. utt_duration=531.9 frames, utt_pad_proportion=0.0634, over 18644.62 utterances.], batch size: 34, lr: 3.60e-04
2022-08-26 11:07:42,558 INFO [train.py:927] (7/8) Epoch 10, batch 21200, giga_loss[loss=0.2389, simple_loss=0.313, pruned_loss=0.08239, over 12418.00 frames. utt_duration=236.8 frames, utt_pad_proportion=0.06753, over 211.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.291, pruned_loss=0.06322, over 2472027.52 frames. utt_duration=579.3 frames, utt_pad_proportion=0.06158, over 17113.46 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.296, pruned_loss=0.07025, over 2468630.11 frames. utt_duration=1261 frames, utt_pad_proportion=0.05642, over 7840.41 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2903, pruned_loss=0.06237, over 2472789.48 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06243, over 18118.95 utterances.], batch size: 211, lr: 3.60e-04
2022-08-26 11:09:23,143 INFO [train.py:927] (7/8) Epoch 10, batch 21250, giga_loss[loss=0.1808, simple_loss=0.2657, pruned_loss=0.04797, over 12299.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03679, over 51.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2869, pruned_loss=0.06123, over 2471690.52 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05721, over 16600.88 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.296, pruned_loss=0.07024, over 2468414.96 frames. utt_duration=1262 frames, utt_pad_proportion=0.05621, over 7833.21 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2864, pruned_loss=0.06054, over 2472471.16 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05819, over 17429.92 utterances.], batch size: 51, lr: 3.60e-04
2022-08-26 11:11:05,701 INFO [train.py:927] (7/8) Epoch 10, batch 21300, giga_loss[loss=0.1945, simple_loss=0.2755, pruned_loss=0.05679, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03801, over 123.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2842, pruned_loss=0.06072, over 2472889.21 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05482, over 16763.22 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2958, pruned_loss=0.07027, over 2468460.72 frames. utt_duration=1263 frames, utt_pad_proportion=0.05558, over 7824.80 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2838, pruned_loss=0.06002, over 2473506.28 frames. utt_duration=565.6 frames, utt_pad_proportion=0.05593, over 17539.73 utterances.], batch size: 123, lr: 3.60e-04
2022-08-26 11:12:46,553 INFO [train.py:927] (7/8) Epoch 10, batch 21350, giga_loss[loss=0.1682, simple_loss=0.2569, pruned_loss=0.03976, over 12386.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03054, over 62.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2815, pruned_loss=0.05969, over 2471811.57 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05477, over 16474.00 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2965, pruned_loss=0.07076, over 2468244.75 frames. utt_duration=1257 frames, utt_pad_proportion=0.05585, over 7865.66 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2802, pruned_loss=0.05837, over 2472614.48 frames. utt_duration=571.8 frames, utt_pad_proportion=0.05556, over 17343.52 utterances.], batch size: 62, lr: 3.60e-04
2022-08-26 11:14:29,652 INFO [train.py:927] (7/8) Epoch 10, batch 21400, giga_loss[loss=0.2781, simple_loss=0.3389, pruned_loss=0.1087, over 12435.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05374, over 162.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2804, pruned_loss=0.05957, over 2471319.67 frames. utt_duration=600 frames, utt_pad_proportion=0.05683, over 16515.81 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2973, pruned_loss=0.07129, over 2468225.67 frames. utt_duration=1247 frames, utt_pad_proportion=0.05882, over 7926.01 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2782, pruned_loss=0.05777, over 2472062.47 frames. utt_duration=570.3 frames, utt_pad_proportion=0.05626, over 17384.86 utterances.], batch size: 162, lr: 3.60e-04
2022-08-26 11:16:13,639 INFO [train.py:927] (7/8) Epoch 10, batch 21450, giga_loss[loss=0.2241, simple_loss=0.3012, pruned_loss=0.07352, over 12341.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.03054, over 66.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2809, pruned_loss=0.06091, over 2471729.93 frames. utt_duration=626.9 frames, utt_pad_proportion=0.05366, over 15808.36 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2987, pruned_loss=0.07303, over 2467979.54 frames. utt_duration=1248 frames, utt_pad_proportion=0.05785, over 7922.33 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2775, pruned_loss=0.05766, over 2472628.41 frames. utt_duration=592.9 frames, utt_pad_proportion=0.0537, over 16724.15 utterances.], batch size: 66, lr: 3.60e-04
2022-08-26 11:17:54,190 INFO [train.py:927] (7/8) Epoch 10, batch 21500, giga_loss[loss=0.1922, simple_loss=0.2803, pruned_loss=0.05206, over 12267.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02766, over 54.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.285, pruned_loss=0.06291, over 2472240.05 frames. utt_duration=627.4 frames, utt_pad_proportion=0.0541, over 15799.83 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.299, pruned_loss=0.07322, over 2468024.06 frames. utt_duration=1236 frames, utt_pad_proportion=0.06181, over 7997.33 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2815, pruned_loss=0.05974, over 2473044.70 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05206, over 16714.56 utterances.], batch size: 54, lr: 3.59e-04
2022-08-26 11:19:36,533 INFO [train.py:927] (7/8) Epoch 10, batch 21550, giga_loss[loss=0.2213, simple_loss=0.2946, pruned_loss=0.07403, over 12288.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.04031, over 37.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2907, pruned_loss=0.06546, over 2472408.69 frames. utt_duration=615.4 frames, utt_pad_proportion=0.05221, over 16109.73 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2988, pruned_loss=0.07311, over 2467900.63 frames. utt_duration=1237 frames, utt_pad_proportion=0.06124, over 7989.46 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2879, pruned_loss=0.06292, over 2473200.45 frames. utt_duration=585.4 frames, utt_pad_proportion=0.05089, over 16943.39 utterances.], batch size: 37, lr: 3.59e-04
2022-08-26 11:21:19,027 INFO [train.py:927] (7/8) Epoch 10, batch 21600, libri_loss[loss=0.2138, simple_loss=0.2904, pruned_loss=0.06861, over 12336.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.004775, over 33.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2961, pruned_loss=0.06716, over 2472886.95 frames. utt_duration=610.3 frames, utt_pad_proportion=0.0519, over 16248.07 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.299, pruned_loss=0.07312, over 2468227.93 frames. utt_duration=1229 frames, utt_pad_proportion=0.0635, over 8043.37 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2935, pruned_loss=0.06489, over 2473375.38 frames. utt_duration=578.7 frames, utt_pad_proportion=0.04982, over 17139.20 utterances.], batch size: 33, lr: 3.59e-04
2022-08-26 11:22:58,006 INFO [train.py:927] (7/8) Epoch 10, batch 21650, giga_loss[loss=0.1992, simple_loss=0.2873, pruned_loss=0.05549, over 12386.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07436, over 212.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2989, pruned_loss=0.06751, over 2472670.80 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05932, over 17139.31 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2987, pruned_loss=0.07296, over 2467761.48 frames. utt_duration=1233 frames, utt_pad_proportion=0.06258, over 8012.75 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2971, pruned_loss=0.06574, over 2473539.09 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05771, over 18011.95 utterances.], batch size: 212, lr: 3.59e-04
2022-08-26 11:24:41,017 INFO [train.py:927] (7/8) Epoch 10, batch 21700, giga_loss[loss=0.1948, simple_loss=0.2818, pruned_loss=0.05392, over 12196.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.03765, over 28.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2974, pruned_loss=0.06567, over 2472745.43 frames. utt_duration=601 frames, utt_pad_proportion=0.0558, over 16499.30 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2982, pruned_loss=0.07263, over 2467695.67 frames. utt_duration=1241 frames, utt_pad_proportion=0.061, over 7961.17 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2964, pruned_loss=0.06435, over 2473661.22 frames. utt_duration=565.6 frames, utt_pad_proportion=0.05525, over 17540.94 utterances.], batch size: 28, lr: 3.59e-04
2022-08-26 11:26:23,809 INFO [train.py:927] (7/8) Epoch 10, batch 21750, libri_loss[loss=0.225, simple_loss=0.3022, pruned_loss=0.07385, over 12186.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005665, over 33.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2982, pruned_loss=0.06582, over 2472708.62 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06284, over 17103.98 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2981, pruned_loss=0.07247, over 2467778.32 frames. utt_duration=1243 frames, utt_pad_proportion=0.06051, over 7950.98 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2975, pruned_loss=0.06471, over 2473519.24 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06227, over 18186.64 utterances.], batch size: 33, lr: 3.59e-04
2022-08-26 11:28:07,702 INFO [train.py:927] (7/8) Epoch 10, batch 21800, giga_loss[loss=0.2387, simple_loss=0.3026, pruned_loss=0.08744, over 12348.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1892, over 362.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3002, pruned_loss=0.06683, over 2473035.48 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06463, over 17602.84 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.298, pruned_loss=0.07239, over 2467524.99 frames. utt_duration=1245 frames, utt_pad_proportion=0.06005, over 7938.50 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2997, pruned_loss=0.06598, over 2473941.54 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06427, over 18543.39 utterances.], batch size: 362, lr: 3.59e-04
2022-08-26 11:29:51,146 INFO [train.py:927] (7/8) Epoch 10, batch 21850, libri_loss[loss=0.2216, simple_loss=0.3064, pruned_loss=0.06843, over 12450.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005387, over 35.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3026, pruned_loss=0.0685, over 2473277.55 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06724, over 18531.06 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2985, pruned_loss=0.07248, over 2467752.42 frames. utt_duration=1246 frames, utt_pad_proportion=0.05919, over 7931.81 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3017, pruned_loss=0.06767, over 2473885.18 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06726, over 19479.49 utterances.], batch size: 35, lr: 3.59e-04
2022-08-26 11:31:35,757 INFO [train.py:927] (7/8) Epoch 10, batch 21900, giga_loss[loss=0.2082, simple_loss=0.3049, pruned_loss=0.05578, over 12461.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3026, pruned_loss=0.06831, over 2472896.66 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06939, over 18009.91 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2986, pruned_loss=0.07245, over 2467976.35 frames. utt_duration=1247 frames, utt_pad_proportion=0.05873, over 7927.49 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.302, pruned_loss=0.06765, over 2473216.83 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06956, over 18859.33 utterances.], batch size: 75, lr: 3.59e-04
2022-08-26 11:33:18,479 INFO [train.py:927] (7/8) Epoch 10, batch 21950, giga_loss[loss=0.2357, simple_loss=0.321, pruned_loss=0.07523, over 12394.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02674, over 66.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3038, pruned_loss=0.06839, over 2471700.44 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06552, over 16773.30 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2985, pruned_loss=0.07243, over 2468024.65 frames. utt_duration=1237 frames, utt_pad_proportion=0.06196, over 7990.27 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3035, pruned_loss=0.06777, over 2471993.02 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06447, over 17604.93 utterances.], batch size: 66, lr: 3.59e-04
2022-08-26 11:35:01,601 INFO [train.py:927] (7/8) Epoch 10, batch 22000, giga_loss[loss=0.2109, simple_loss=0.2866, pruned_loss=0.06766, over 12343.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.04882, over 26.00 utterances.], tot_loss[loss=0.22, simple_loss=0.303, pruned_loss=0.06844, over 2471860.35 frames. utt_duration=613.6 frames, utt_pad_proportion=0.06147, over 16153.31 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2978, pruned_loss=0.07215, over 2467878.83 frames. utt_duration=1238 frames, utt_pad_proportion=0.0611, over 7982.62 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3036, pruned_loss=0.06803, over 2472366.12 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06121, over 17189.01 utterances.], batch size: 26, lr: 3.59e-04
2022-08-26 11:36:46,136 INFO [train.py:927] (7/8) Epoch 10, batch 22050, giga_loss[loss=0.1908, simple_loss=0.2803, pruned_loss=0.05065, over 12403.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04374, over 26.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3017, pruned_loss=0.06841, over 2472068.40 frames. utt_duration=621.2 frames, utt_pad_proportion=0.06175, over 15957.27 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2979, pruned_loss=0.07231, over 2468312.82 frames. utt_duration=1239 frames, utt_pad_proportion=0.06038, over 7980.23 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3021, pruned_loss=0.06782, over 2472213.13 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06178, over 17039.28 utterances.], batch size: 26, lr: 3.59e-04
2022-08-26 11:38:26,468 INFO [train.py:927] (7/8) Epoch 10, batch 22100, libri_loss[loss=0.1946, simple_loss=0.2993, pruned_loss=0.04494, over 12201.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01025, over 29.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.302, pruned_loss=0.06884, over 2471736.79 frames. utt_duration=642.5 frames, utt_pad_proportion=0.06109, over 15424.27 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2982, pruned_loss=0.07207, over 2467804.52 frames. utt_duration=1240 frames, utt_pad_proportion=0.05987, over 7969.61 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3022, pruned_loss=0.06852, over 2472437.99 frames. utt_duration=600 frames, utt_pad_proportion=0.0614, over 16523.68 utterances.], batch size: 29, lr: 3.59e-04
2022-08-26 11:40:08,380 INFO [train.py:927] (7/8) Epoch 10, batch 22150, giga_loss[loss=0.2345, simple_loss=0.3223, pruned_loss=0.07333, over 12460.00 frames. utt_duration=907.6 frames, utt_pad_proportion=0.03038, over 55.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3041, pruned_loss=0.06948, over 2471635.08 frames. utt_duration=665.7 frames, utt_pad_proportion=0.06086, over 14884.06 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2987, pruned_loss=0.0718, over 2467404.20 frames. utt_duration=1240 frames, utt_pad_proportion=0.05956, over 7970.79 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.304, pruned_loss=0.06932, over 2472704.74 frames. utt_duration=615.8 frames, utt_pad_proportion=0.0613, over 16102.18 utterances.], batch size: 55, lr: 3.59e-04
2022-08-26 11:41:48,800 INFO [train.py:927] (7/8) Epoch 10, batch 22200, giga_loss[loss=0.2362, simple_loss=0.3227, pruned_loss=0.07487, over 12363.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03253, over 62.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3039, pruned_loss=0.06919, over 2471388.70 frames. utt_duration=642.5 frames, utt_pad_proportion=0.06424, over 15421.00 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2985, pruned_loss=0.07174, over 2467560.23 frames. utt_duration=1241 frames, utt_pad_proportion=0.059, over 7963.57 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3041, pruned_loss=0.06906, over 2472165.75 frames. utt_duration=599.4 frames, utt_pad_proportion=0.06468, over 16538.15 utterances.], batch size: 62, lr: 3.59e-04
2022-08-26 11:43:30,738 INFO [train.py:927] (7/8) Epoch 10, batch 22250, libri_loss[loss=0.2272, simple_loss=0.3176, pruned_loss=0.06843, over 12143.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006356, over 35.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3022, pruned_loss=0.06866, over 2470537.00 frames. utt_duration=649.9 frames, utt_pad_proportion=0.06083, over 15240.41 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2987, pruned_loss=0.07193, over 2467665.89 frames. utt_duration=1241 frames, utt_pad_proportion=0.05845, over 7963.37 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3023, pruned_loss=0.06833, over 2471152.53 frames. utt_duration=609.4 frames, utt_pad_proportion=0.06166, over 16259.62 utterances.], batch size: 35, lr: 3.59e-04
2022-08-26 11:45:11,784 INFO [train.py:927] (7/8) Epoch 10, batch 22300, giga_loss[loss=0.2076, simple_loss=0.2843, pruned_loss=0.06548, over 12236.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03051, over 39.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3, pruned_loss=0.06795, over 2471273.34 frames. utt_duration=620.7 frames, utt_pad_proportion=0.0661, over 15964.69 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2986, pruned_loss=0.07184, over 2467740.53 frames. utt_duration=1239 frames, utt_pad_proportion=0.05854, over 7976.70 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3001, pruned_loss=0.06772, over 2471737.20 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06647, over 16850.97 utterances.], batch size: 39, lr: 3.59e-04
2022-08-26 11:46:52,730 INFO [train.py:927] (7/8) Epoch 10, batch 22350, giga_loss[loss=0.192, simple_loss=0.277, pruned_loss=0.05356, over 12247.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03016, over 42.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2979, pruned_loss=0.06715, over 2472242.67 frames. utt_duration=602.7 frames, utt_pad_proportion=0.06892, over 16447.06 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2988, pruned_loss=0.07209, over 2467789.15 frames. utt_duration=1239 frames, utt_pad_proportion=0.05803, over 7978.18 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2978, pruned_loss=0.06668, over 2472615.65 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06934, over 17288.39 utterances.], batch size: 42, lr: 3.59e-04
2022-08-26 11:48:33,342 INFO [train.py:927] (7/8) Epoch 10, batch 22400, giga_loss[loss=0.2096, simple_loss=0.2918, pruned_loss=0.06374, over 12418.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.046, over 31.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2938, pruned_loss=0.06503, over 2472579.44 frames. utt_duration=634.5 frames, utt_pad_proportion=0.0641, over 15625.01 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2989, pruned_loss=0.07211, over 2467592.08 frames. utt_duration=1238 frames, utt_pad_proportion=0.05825, over 7982.71 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2936, pruned_loss=0.06452, over 2473123.31 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06462, over 16431.71 utterances.], batch size: 31, lr: 3.59e-04
2022-08-26 11:50:14,327 INFO [train.py:927] (7/8) Epoch 10, batch 22450, giga_loss[loss=0.2189, simple_loss=0.3053, pruned_loss=0.06628, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05066, over 162.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.292, pruned_loss=0.06417, over 2472410.79 frames. utt_duration=596.7 frames, utt_pad_proportion=0.06651, over 16615.48 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.299, pruned_loss=0.07218, over 2467712.12 frames. utt_duration=1236 frames, utt_pad_proportion=0.05832, over 7994.80 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2917, pruned_loss=0.06367, over 2472744.74 frames. utt_duration=574 frames, utt_pad_proportion=0.06681, over 17275.49 utterances.], batch size: 162, lr: 3.59e-04
2022-08-26 11:51:54,621 INFO [train.py:927] (7/8) Epoch 10, batch 22500, giga_loss[loss=0.2062, simple_loss=0.2882, pruned_loss=0.0621, over 12334.00 frames. utt_duration=969 frames, utt_pad_proportion=0.0339, over 51.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2938, pruned_loss=0.06476, over 2472978.40 frames. utt_duration=569.9 frames, utt_pad_proportion=0.0692, over 17403.56 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2996, pruned_loss=0.07214, over 2467519.37 frames. utt_duration=1239 frames, utt_pad_proportion=0.05722, over 7976.06 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.293, pruned_loss=0.06422, over 2473530.63 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06984, over 18151.75 utterances.], batch size: 51, lr: 3.59e-04
2022-08-26 11:53:35,152 INFO [train.py:927] (7/8) Epoch 10, batch 22550, giga_loss[loss=0.1953, simple_loss=0.2799, pruned_loss=0.05536, over 12482.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.0349, over 37.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2954, pruned_loss=0.06483, over 2473611.25 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06422, over 17819.34 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2993, pruned_loss=0.07204, over 2467659.64 frames. utt_duration=1242 frames, utt_pad_proportion=0.05643, over 7955.62 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2948, pruned_loss=0.06433, over 2474063.20 frames. utt_duration=531.8 frames, utt_pad_proportion=0.0653, over 18661.99 utterances.], batch size: 37, lr: 3.59e-04
2022-08-26 11:55:12,708 INFO [train.py:927] (7/8) Epoch 10, batch 22600, giga_loss[loss=0.1893, simple_loss=0.2823, pruned_loss=0.04815, over 12428.00 frames. utt_duration=437.5 frames, utt_pad_proportion=0.04478, over 114.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2934, pruned_loss=0.06312, over 2473836.89 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06429, over 17911.69 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2988, pruned_loss=0.0719, over 2467551.48 frames. utt_duration=1247 frames, utt_pad_proportion=0.05517, over 7923.84 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2933, pruned_loss=0.0626, over 2474505.14 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06567, over 18923.10 utterances.], batch size: 114, lr: 3.59e-04
2022-08-26 11:56:54,665 INFO [train.py:927] (7/8) Epoch 10, batch 22650, giga_loss[loss=0.2175, simple_loss=0.3037, pruned_loss=0.06566, over 12344.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03339, over 97.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2931, pruned_loss=0.06297, over 2473969.73 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06334, over 18237.25 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2987, pruned_loss=0.07185, over 2467553.73 frames. utt_duration=1247 frames, utt_pad_proportion=0.05497, over 7925.22 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.293, pruned_loss=0.06257, over 2474517.59 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06454, over 19069.59 utterances.], batch size: 97, lr: 3.59e-04
2022-08-26 11:58:34,454 INFO [train.py:927] (7/8) Epoch 10, batch 22700, giga_loss[loss=0.2038, simple_loss=0.2856, pruned_loss=0.06103, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02912, over 45.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2945, pruned_loss=0.0638, over 2473663.67 frames. utt_duration=531 frames, utt_pad_proportion=0.07002, over 18685.07 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2988, pruned_loss=0.07195, over 2467657.45 frames. utt_duration=1248 frames, utt_pad_proportion=0.05434, over 7919.35 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2943, pruned_loss=0.06329, over 2474079.37 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07093, over 19477.02 utterances.], batch size: 45, lr: 3.59e-04
2022-08-26 12:00:17,776 INFO [train.py:927] (7/8) Epoch 10, batch 22750, giga_loss[loss=0.2314, simple_loss=0.3167, pruned_loss=0.07309, over 12421.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03825, over 133.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2955, pruned_loss=0.06372, over 2473230.50 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06452, over 17798.24 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2985, pruned_loss=0.07182, over 2467396.62 frames. utt_duration=1257 frames, utt_pad_proportion=0.053, over 7864.04 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2954, pruned_loss=0.06317, over 2473974.87 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06618, over 18811.26 utterances.], batch size: 133, lr: 3.59e-04
2022-08-26 12:01:57,989 INFO [train.py:927] (7/8) Epoch 10, batch 22800, libri_loss[loss=0.188, simple_loss=0.2604, pruned_loss=0.05779, over 12219.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009375, over 29.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2957, pruned_loss=0.06386, over 2473101.90 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06499, over 17418.51 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2983, pruned_loss=0.07169, over 2467455.48 frames. utt_duration=1259 frames, utt_pad_proportion=0.05252, over 7847.09 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2959, pruned_loss=0.06345, over 2473724.60 frames. utt_duration=540 frames, utt_pad_proportion=0.06656, over 18373.11 utterances.], batch size: 29, lr: 3.59e-04
2022-08-26 12:03:36,794 INFO [train.py:927] (7/8) Epoch 10, batch 22850, giga_loss[loss=0.2756, simple_loss=0.3417, pruned_loss=0.1047, over 12379.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07018, over 211.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2964, pruned_loss=0.06447, over 2474091.13 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06078, over 17705.78 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2983, pruned_loss=0.07171, over 2467366.21 frames. utt_duration=1261 frames, utt_pad_proportion=0.05236, over 7835.86 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2966, pruned_loss=0.06409, over 2474687.38 frames. utt_duration=536.4 frames, utt_pad_proportion=0.06224, over 18506.75 utterances.], batch size: 211, lr: 3.59e-04
2022-08-26 12:05:17,465 INFO [train.py:927] (7/8) Epoch 10, batch 22900, giga_loss[loss=0.1835, simple_loss=0.2679, pruned_loss=0.04955, over 12359.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03179, over 97.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2944, pruned_loss=0.0635, over 2475123.27 frames. utt_duration=550 frames, utt_pad_proportion=0.06076, over 18050.23 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2985, pruned_loss=0.07167, over 2467488.63 frames. utt_duration=1260 frames, utt_pad_proportion=0.05223, over 7844.44 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2944, pruned_loss=0.06318, over 2475541.38 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06197, over 18756.73 utterances.], batch size: 97, lr: 3.59e-04
2022-08-26 12:06:56,524 INFO [train.py:927] (7/8) Epoch 10, batch 22950, giga_loss[loss=0.205, simple_loss=0.299, pruned_loss=0.05555, over 12366.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02847, over 70.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2962, pruned_loss=0.06312, over 2475178.61 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05703, over 18225.04 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2986, pruned_loss=0.07172, over 2467304.53 frames. utt_duration=1262 frames, utt_pad_proportion=0.05185, over 7831.04 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2961, pruned_loss=0.06275, over 2475735.00 frames. utt_duration=525.9 frames, utt_pad_proportion=0.05826, over 18884.71 utterances.], batch size: 70, lr: 3.58e-04
2022-08-26 12:08:33,936 INFO [train.py:927] (7/8) Epoch 10, batch 23000, giga_loss[loss=0.2045, simple_loss=0.2889, pruned_loss=0.06004, over 12391.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.0341, over 80.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.295, pruned_loss=0.06274, over 2475056.32 frames. utt_duration=554 frames, utt_pad_proportion=0.05573, over 17917.33 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2986, pruned_loss=0.07169, over 2467227.01 frames. utt_duration=1262 frames, utt_pad_proportion=0.05165, over 7828.89 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2948, pruned_loss=0.06243, over 2475582.98 frames. utt_duration=537.5 frames, utt_pad_proportion=0.05683, over 18475.68 utterances.], batch size: 80, lr: 3.58e-04
2022-08-26 12:10:13,234 INFO [train.py:927] (7/8) Epoch 10, batch 23050, giga_loss[loss=0.2186, simple_loss=0.3067, pruned_loss=0.06528, over 12376.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04155, over 133.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.294, pruned_loss=0.06323, over 2474258.50 frames. utt_duration=552.5 frames, utt_pad_proportion=0.0545, over 17963.15 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2991, pruned_loss=0.07177, over 2466783.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.05088, over 7806.45 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2933, pruned_loss=0.06279, over 2475215.53 frames. utt_duration=533.6 frames, utt_pad_proportion=0.0557, over 18608.07 utterances.], batch size: 133, lr: 3.58e-04
2022-08-26 12:11:50,626 INFO [train.py:927] (7/8) Epoch 10, batch 23100, giga_loss[loss=0.1868, simple_loss=0.2711, pruned_loss=0.05123, over 12332.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02799, over 48.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2915, pruned_loss=0.063, over 2473894.99 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05633, over 17575.70 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2995, pruned_loss=0.07206, over 2467073.45 frames. utt_duration=1268 frames, utt_pad_proportion=0.04978, over 7794.29 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2904, pruned_loss=0.06216, over 2474603.90 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05773, over 18377.89 utterances.], batch size: 48, lr: 3.58e-04
2022-08-26 12:13:29,863 INFO [train.py:927] (7/8) Epoch 10, batch 23150, giga_loss[loss=0.1839, simple_loss=0.2757, pruned_loss=0.04605, over 12371.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.0418, over 133.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2891, pruned_loss=0.06195, over 2474630.35 frames. utt_duration=561.2 frames, utt_pad_proportion=0.0553, over 17686.40 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2992, pruned_loss=0.07185, over 2467252.04 frames. utt_duration=1270 frames, utt_pad_proportion=0.04903, over 7778.56 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2884, pruned_loss=0.0613, over 2475163.41 frames. utt_duration=536.3 frames, utt_pad_proportion=0.05676, over 18514.11 utterances.], batch size: 133, lr: 3.58e-04
2022-08-26 12:15:08,057 INFO [train.py:927] (7/8) Epoch 10, batch 23200, giga_loss[loss=0.2063, simple_loss=0.2753, pruned_loss=0.06861, over 12338.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03138, over 85.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2863, pruned_loss=0.061, over 2475217.89 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05528, over 18075.05 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2992, pruned_loss=0.07198, over 2467370.45 frames. utt_duration=1269 frames, utt_pad_proportion=0.04931, over 7786.86 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2855, pruned_loss=0.06022, over 2475631.36 frames. utt_duration=526.5 frames, utt_pad_proportion=0.05634, over 18862.91 utterances.], batch size: 85, lr: 3.58e-04
2022-08-26 12:16:46,529 INFO [train.py:927] (7/8) Epoch 10, batch 23250, giga_loss[loss=0.2168, simple_loss=0.2986, pruned_loss=0.0675, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02937, over 45.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2871, pruned_loss=0.06096, over 2475226.03 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05181, over 17503.61 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2995, pruned_loss=0.07215, over 2467577.57 frames. utt_duration=1271 frames, utt_pad_proportion=0.04874, over 7777.12 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2861, pruned_loss=0.06002, over 2475468.95 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05305, over 18275.83 utterances.], batch size: 45, lr: 3.58e-04
2022-08-26 12:18:23,780 INFO [train.py:927] (7/8) Epoch 10, batch 23300, giga_loss[loss=0.1931, simple_loss=0.2861, pruned_loss=0.05, over 12385.00 frames. utt_duration=343.2 frames, utt_pad_proportion=0.03862, over 145.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2895, pruned_loss=0.06169, over 2474665.20 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05529, over 17734.04 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2994, pruned_loss=0.07209, over 2467682.56 frames. utt_duration=1273 frames, utt_pad_proportion=0.04841, over 7761.39 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2887, pruned_loss=0.0609, over 2474827.85 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05628, over 18444.74 utterances.], batch size: 145, lr: 3.58e-04
2022-08-26 12:20:03,295 INFO [train.py:927] (7/8) Epoch 10, batch 23350, giga_loss[loss=0.2199, simple_loss=0.2985, pruned_loss=0.0707, over 12338.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03374, over 58.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2921, pruned_loss=0.06305, over 2475068.05 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05334, over 16950.11 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3, pruned_loss=0.07253, over 2468185.00 frames. utt_duration=1261 frames, utt_pad_proportion=0.05189, over 7840.41 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2906, pruned_loss=0.06164, over 2475011.43 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05313, over 17851.53 utterances.], batch size: 58, lr: 3.58e-04
2022-08-26 12:21:47,891 INFO [train.py:927] (7/8) Epoch 10, batch 23400, giga_loss[loss=0.2187, simple_loss=0.3011, pruned_loss=0.06812, over 12233.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03532, over 28.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2982, pruned_loss=0.06723, over 2474642.05 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06059, over 17584.93 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3001, pruned_loss=0.07267, over 2468188.25 frames. utt_duration=1261 frames, utt_pad_proportion=0.05105, over 7838.54 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2968, pruned_loss=0.06581, over 2474736.16 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06042, over 18511.18 utterances.], batch size: 28, lr: 3.58e-04
2022-08-26 12:23:27,489 INFO [train.py:927] (7/8) Epoch 10, batch 23450, giga_loss[loss=0.2307, simple_loss=0.3077, pruned_loss=0.07683, over 12329.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03386, over 62.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3051, pruned_loss=0.07177, over 2475224.74 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05919, over 18114.61 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3001, pruned_loss=0.07269, over 2468215.13 frames. utt_duration=1264 frames, utt_pad_proportion=0.04993, over 7820.50 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3039, pruned_loss=0.07051, over 2475450.72 frames. utt_duration=519.2 frames, utt_pad_proportion=0.0596, over 19126.00 utterances.], batch size: 62, lr: 3.58e-04
2022-08-26 12:25:09,533 INFO [train.py:927] (7/8) Epoch 10, batch 23500, giga_loss[loss=0.2326, simple_loss=0.313, pruned_loss=0.07604, over 12357.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.032, over 58.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3114, pruned_loss=0.07663, over 2474954.44 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06174, over 18808.03 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2996, pruned_loss=0.07255, over 2467805.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.0494, over 7784.19 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3111, pruned_loss=0.07579, over 2475664.13 frames. utt_duration=499.6 frames, utt_pad_proportion=0.0622, over 19880.87 utterances.], batch size: 58, lr: 3.58e-04
2022-08-26 12:26:54,799 INFO [train.py:927] (7/8) Epoch 10, batch 23550, giga_loss[loss=0.2759, simple_loss=0.3422, pruned_loss=0.1048, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04133, over 113.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3169, pruned_loss=0.08133, over 2474639.37 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06213, over 19656.33 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2995, pruned_loss=0.07249, over 2467861.93 frames. utt_duration=1271 frames, utt_pad_proportion=0.04923, over 7776.26 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3169, pruned_loss=0.08076, over 2475172.88 frames. utt_duration=483 frames, utt_pad_proportion=0.06254, over 20560.77 utterances.], batch size: 113, lr: 3.58e-04
2022-08-26 12:28:41,401 INFO [train.py:927] (7/8) Epoch 10, batch 23600, giga_loss[loss=0.2733, simple_loss=0.3495, pruned_loss=0.09857, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03578, over 122.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3213, pruned_loss=0.0849, over 2475361.10 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06118, over 19867.78 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3004, pruned_loss=0.07263, over 2468100.62 frames. utt_duration=1273 frames, utt_pad_proportion=0.04827, over 7762.97 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3209, pruned_loss=0.08459, over 2475729.32 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06201, over 20887.33 utterances.], batch size: 122, lr: 3.58e-04
2022-08-26 12:30:29,096 INFO [train.py:927] (7/8) Epoch 10, batch 23650, giga_loss[loss=0.2421, simple_loss=0.3171, pruned_loss=0.08358, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02624, over 45.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3252, pruned_loss=0.08871, over 2475303.57 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06689, over 20652.23 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3001, pruned_loss=0.07251, over 2468058.46 frames. utt_duration=1272 frames, utt_pad_proportion=0.0485, over 7771.79 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3255, pruned_loss=0.08881, over 2475751.61 frames. utt_duration=458.5 frames, utt_pad_proportion=0.06726, over 21666.80 utterances.], batch size: 45, lr: 3.58e-04
2022-08-26 12:32:14,377 INFO [train.py:927] (7/8) Epoch 10, batch 23700, giga_loss[loss=0.28, simple_loss=0.3482, pruned_loss=0.1059, over 12405.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03844, over 105.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3236, pruned_loss=0.08809, over 2474737.60 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06742, over 20195.15 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3002, pruned_loss=0.07257, over 2468373.50 frames. utt_duration=1274 frames, utt_pad_proportion=0.04777, over 7758.59 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3243, pruned_loss=0.08844, over 2474966.19 frames. utt_duration=466.5 frames, utt_pad_proportion=0.06806, over 21287.46 utterances.], batch size: 105, lr: 3.58e-04
2022-08-26 12:33:55,901 INFO [train.py:927] (7/8) Epoch 10, batch 23750, giga_loss[loss=0.2851, simple_loss=0.3582, pruned_loss=0.106, over 12427.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.04856, over 162.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3243, pruned_loss=0.0886, over 2474097.30 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06998, over 20841.89 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2993, pruned_loss=0.07222, over 2468330.50 frames. utt_duration=1281 frames, utt_pad_proportion=0.0469, over 7714.36 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3263, pruned_loss=0.0896, over 2474468.30 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07075, over 22085.45 utterances.], batch size: 162, lr: 3.58e-04
2022-08-26 12:35:42,334 INFO [train.py:927] (7/8) Epoch 10, batch 23800, giga_loss[loss=0.2218, simple_loss=0.3187, pruned_loss=0.06251, over 12319.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03603, over 62.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3252, pruned_loss=0.08846, over 2474619.99 frames. utt_duration=461 frames, utt_pad_proportion=0.07594, over 21539.65 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2997, pruned_loss=0.07242, over 2468701.54 frames. utt_duration=1278 frames, utt_pad_proportion=0.04727, over 7736.68 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3267, pruned_loss=0.08928, over 2474646.69 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07628, over 22694.55 utterances.], batch size: 62, lr: 3.58e-04
2022-08-26 12:37:28,740 INFO [train.py:927] (7/8) Epoch 10, batch 23850, giga_loss[loss=0.2066, simple_loss=0.294, pruned_loss=0.05959, over 12357.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03294, over 62.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3232, pruned_loss=0.08556, over 2473708.01 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07256, over 20517.25 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2995, pruned_loss=0.07232, over 2468647.57 frames. utt_duration=1281 frames, utt_pad_proportion=0.04681, over 7714.73 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3249, pruned_loss=0.08651, over 2473851.02 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07325, over 21619.68 utterances.], batch size: 62, lr: 3.58e-04
2022-08-26 12:39:10,734 INFO [train.py:927] (7/8) Epoch 10, batch 23900, giga_loss[loss=0.2502, simple_loss=0.3212, pruned_loss=0.08957, over 12448.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04332, over 134.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3202, pruned_loss=0.08341, over 2473737.42 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07351, over 20655.12 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.299, pruned_loss=0.072, over 2468260.53 frames. utt_duration=1273 frames, utt_pad_proportion=0.05044, over 7761.96 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3227, pruned_loss=0.08484, over 2474367.14 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07323, over 21894.57 utterances.], batch size: 134, lr: 3.58e-04
2022-08-26 12:40:55,701 INFO [train.py:927] (7/8) Epoch 10, batch 23950, giga_loss[loss=0.2707, simple_loss=0.3323, pruned_loss=0.1046, over 12382.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3202, pruned_loss=0.08358, over 2473605.96 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07498, over 21035.46 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2992, pruned_loss=0.07202, over 2468421.95 frames. utt_duration=1269 frames, utt_pad_proportion=0.05075, over 7792.51 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3223, pruned_loss=0.08484, over 2474051.41 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07469, over 22153.08 utterances.], batch size: 257, lr: 3.58e-04
2022-08-26 12:42:49,516 INFO [train.py:927] (7/8) Epoch 10, batch 24000, giga_loss[loss=0.2475, simple_loss=0.3461, pruned_loss=0.0744, over 12435.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0386, over 105.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.32, pruned_loss=0.08225, over 2474523.84 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07027, over 20516.67 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2992, pruned_loss=0.07211, over 2468304.50 frames. utt_duration=1270 frames, utt_pad_proportion=0.04999, over 7781.76 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3221, pruned_loss=0.08337, over 2475082.00 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07066, over 21642.99 utterances.], batch size: 105, lr: 3.58e-04
2022-08-26 12:42:49,517 INFO [train.py:958] (7/8) Computing validation loss
2022-08-26 12:43:04,617 INFO [train.py:967] (7/8) 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] (7/8) Epoch 10, batch 24050, giga_loss[loss=0.2974, simple_loss=0.3512, pruned_loss=0.1218, over 12378.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3211, pruned_loss=0.08131, over 2474589.30 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07416, over 20741.19 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2999, pruned_loss=0.07258, over 2468665.43 frames. utt_duration=1260 frames, utt_pad_proportion=0.05356, over 7847.76 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3226, pruned_loss=0.08199, over 2474845.04 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07338, over 21877.87 utterances.], batch size: 259, lr: 3.58e-04
2022-08-26 12:46:32,640 INFO [train.py:927] (7/8) Epoch 10, batch 24100, giga_loss[loss=0.2938, simple_loss=0.3469, pruned_loss=0.1204, over 12365.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1019, over 257.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3209, pruned_loss=0.08167, over 2474714.00 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07381, over 21054.55 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3, pruned_loss=0.07264, over 2468780.75 frames. utt_duration=1260 frames, utt_pad_proportion=0.0532, over 7847.27 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3222, pruned_loss=0.08224, over 2474861.68 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07341, over 22071.79 utterances.], batch size: 257, lr: 3.58e-04
2022-08-26 12:48:17,394 INFO [train.py:927] (7/8) Epoch 10, batch 24150, giga_loss[loss=0.265, simple_loss=0.3391, pruned_loss=0.09543, over 12369.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05333, over 161.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3193, pruned_loss=0.08168, over 2474699.85 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07066, over 20905.76 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3003, pruned_loss=0.07281, over 2468768.00 frames. utt_duration=1260 frames, utt_pad_proportion=0.05259, over 7845.57 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3202, pruned_loss=0.08209, over 2474913.01 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07074, over 21893.38 utterances.], batch size: 161, lr: 3.58e-04
2022-08-26 12:50:03,021 INFO [train.py:927] (7/8) Epoch 10, batch 24200, giga_loss[loss=0.3168, simple_loss=0.3849, pruned_loss=0.1243, over 12394.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.0343, over 122.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.319, pruned_loss=0.081, over 2475111.61 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07276, over 21153.84 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3008, pruned_loss=0.07305, over 2468997.98 frames. utt_duration=1249 frames, utt_pad_proportion=0.05707, over 7918.74 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3196, pruned_loss=0.08126, over 2475180.17 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07138, over 22103.98 utterances.], batch size: 122, lr: 3.58e-04
2022-08-26 12:51:44,748 INFO [train.py:927] (7/8) Epoch 10, batch 24250, giga_loss[loss=0.2257, simple_loss=0.3053, pruned_loss=0.07306, over 12389.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3172, pruned_loss=0.07987, over 2474947.85 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07005, over 20640.85 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3002, pruned_loss=0.07265, over 2468792.53 frames. utt_duration=1246 frames, utt_pad_proportion=0.06008, over 7935.95 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3188, pruned_loss=0.08069, over 2475405.13 frames. utt_duration=453.6 frames, utt_pad_proportion=0.06811, over 21899.85 utterances.], batch size: 91, lr: 3.58e-04